get_drug_data_pubchempy.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Part 0: Import Statements"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import pubchempy"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Part 1: Read in data and parse it"
   ]
  },
  {
   "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>Protocol Name</th>\n",
       "      <th>Sample ID</th>\n",
       "      <th>Cell line</th>\n",
       "      <th>Cell Type</th>\n",
       "      <th>NF2 status</th>\n",
       "      <th>AC50 (uM)</th>\n",
       "      <th>CRC</th>\n",
       "      <th>Max Resp</th>\n",
       "      <th>Log AC50 (M)</th>\n",
       "      <th>Sample Name</th>\n",
       "      <th>AUC</th>\n",
       "      <th>AUC Fit</th>\n",
       "      <th>Gene Symbol</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00013226-15</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>98.446</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Trifluoperazine hydrochloride</td>\n",
       "      <td>493.409</td>\n",
       "      <td>493.414</td>\n",
       "      <td>DRD2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00013724-01</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>0.008333</td>\n",
       "      <td>1.2</td>\n",
       "      <td>108.967</td>\n",
       "      <td>-8.0792</td>\n",
       "      <td>Scopolamine methylbromide</td>\n",
       "      <td>532.889</td>\n",
       "      <td>531.492</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00013822-03</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>106.297</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NSC-75503</td>\n",
       "      <td>479.248</td>\n",
       "      <td>479.754</td>\n",
       "      <td>SHH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00013841-08</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>98.151</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cyclobenzaprine hydrochloride</td>\n",
       "      <td>530.537</td>\n",
       "      <td>528.972</td>\n",
       "      <td>HTR2A</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00014352-03</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>105.626</td>\n",
       "      <td>NaN</td>\n",
       "      <td>GANT61</td>\n",
       "      <td>531.663</td>\n",
       "      <td>532.965</td>\n",
       "      <td>SHH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00014650-03</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>32.586</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ansamitocin P3</td>\n",
       "      <td>161.854</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TUBB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00014670-16</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>111.578</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Domperidone</td>\n",
       "      <td>478.921</td>\n",
       "      <td>478.821</td>\n",
       "      <td>DRD1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00014873-04</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>0.372212</td>\n",
       "      <td>1.4</td>\n",
       "      <td>30.315</td>\n",
       "      <td>-6.4292</td>\n",
       "      <td>HLI-373989</td>\n",
       "      <td>406.902</td>\n",
       "      <td>457.803</td>\n",
       "      <td>MDM2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00014891-03</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>120.106</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RG-108</td>\n",
       "      <td>494.391</td>\n",
       "      <td>545.391</td>\n",
       "      <td>DNMT1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00014911-01</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>0.186548</td>\n",
       "      <td>-1.1</td>\n",
       "      <td>10.265</td>\n",
       "      <td>-6.7292</td>\n",
       "      <td>Cucurbitacin I</td>\n",
       "      <td>277.406</td>\n",
       "      <td>276.922</td>\n",
       "      <td>JAK2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00014925-07</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>0.331734</td>\n",
       "      <td>-1.1</td>\n",
       "      <td>7.455</td>\n",
       "      <td>-6.4792</td>\n",
       "      <td>Topotecan hydrochloride</td>\n",
       "      <td>307.940</td>\n",
       "      <td>305.968</td>\n",
       "      <td>TOP1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00014926-03</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>18.654798</td>\n",
       "      <td>-2.2</td>\n",
       "      <td>52.469</td>\n",
       "      <td>-4.7292</td>\n",
       "      <td>Carboxyamidotriazole</td>\n",
       "      <td>463.863</td>\n",
       "      <td>463.749</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015004-11</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>92.741</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Amoxapine</td>\n",
       "      <td>530.417</td>\n",
       "      <td>529.115</td>\n",
       "      <td>HTR2A</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015026-14</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>115.353</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Atropine</td>\n",
       "      <td>580.372</td>\n",
       "      <td>580.668</td>\n",
       "      <td>CHRM1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015034-02</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>0.001482</td>\n",
       "      <td>1.2</td>\n",
       "      <td>106.544</td>\n",
       "      <td>-8.8292</td>\n",
       "      <td>INO-1001</td>\n",
       "      <td>489.985</td>\n",
       "      <td>489.409</td>\n",
       "      <td>PARP1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015036-08</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>118.514</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Amantadine hydrochloride</td>\n",
       "      <td>517.705</td>\n",
       "      <td>512.173</td>\n",
       "      <td>DRD1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015038-08</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>107.869</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Aminopterin</td>\n",
       "      <td>470.410</td>\n",
       "      <td>470.356</td>\n",
       "      <td>DHFR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015049-18</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>29.565863</td>\n",
       "      <td>-3.0</td>\n",
       "      <td>73.148</td>\n",
       "      <td>-4.5292</td>\n",
       "      <td>Apigenin</td>\n",
       "      <td>547.510</td>\n",
       "      <td>546.707</td>\n",
       "      <td>CYP2C9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015054-06</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>100.332</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tacrine</td>\n",
       "      <td>543.555</td>\n",
       "      <td>544.205</td>\n",
       "      <td>ACHE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015060-19</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>94.161</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Azathioprine</td>\n",
       "      <td>521.418</td>\n",
       "      <td>520.132</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015061-12</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>4.685874</td>\n",
       "      <td>-1.2</td>\n",
       "      <td>57.072</td>\n",
       "      <td>-5.3292</td>\n",
       "      <td>Aciclovir</td>\n",
       "      <td>444.266</td>\n",
       "      <td>445.736</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015067-13</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>110.722</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Aspirin</td>\n",
       "      <td>559.261</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015075-07</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>112.758</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Arecoline</td>\n",
       "      <td>557.455</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015086-03</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>85.796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Acetylcysteine</td>\n",
       "      <td>348.050</td>\n",
       "      <td>345.345</td>\n",
       "      <td>NFKB1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015089-08</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>0.014818</td>\n",
       "      <td>-1.2</td>\n",
       "      <td>100.244</td>\n",
       "      <td>-7.8292</td>\n",
       "      <td>Amiloride</td>\n",
       "      <td>471.372</td>\n",
       "      <td>471.460</td>\n",
       "      <td>SCNN1D</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015092-09</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>111.503</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Aminocaproic acid</td>\n",
       "      <td>529.773</td>\n",
       "      <td>528.777</td>\n",
       "      <td>SERPINE1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015096-11</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>23.485000</td>\n",
       "      <td>-2.2</td>\n",
       "      <td>72.731</td>\n",
       "      <td>-4.6292</td>\n",
       "      <td>Amiodarone hydrochloride</td>\n",
       "      <td>523.409</td>\n",
       "      <td>522.781</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015100-14</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>100.001</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Altretamine</td>\n",
       "      <td>506.127</td>\n",
       "      <td>505.260</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015110-12</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>101.699</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Aminoglutethimide</td>\n",
       "      <td>461.815</td>\n",
       "      <td>461.140</td>\n",
       "      <td>CYP19A1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>s-nf2-hs01-1</td>\n",
       "      <td>NCGC00015116-10</td>\n",
       "      <td>HS01</td>\n",
       "      <td>schwannoma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>102.793</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Aniracetam</td>\n",
       "      <td>510.286</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</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",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11442</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347907-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>89.233</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A 804598</td>\n",
       "      <td>433.220</td>\n",
       "      <td>NaN</td>\n",
       "      <td>P2RX7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11443</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347908-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>10.490364</td>\n",
       "      <td>-2.2</td>\n",
       "      <td>55.460</td>\n",
       "      <td>-4.9792</td>\n",
       "      <td>A 740003</td>\n",
       "      <td>400.330</td>\n",
       "      <td>399.503</td>\n",
       "      <td>P2RX7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11444</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347909-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>90.691</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A 839977</td>\n",
       "      <td>423.959</td>\n",
       "      <td>NaN</td>\n",
       "      <td>P2RX7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11445</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347910-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>85.343</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CK59</td>\n",
       "      <td>486.325</td>\n",
       "      <td>483.002</td>\n",
       "      <td>CAMKK2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11446</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347934-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>102.115</td>\n",
       "      <td>NaN</td>\n",
       "      <td>AGI-5198</td>\n",
       "      <td>466.248</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11447</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347935-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>73.364</td>\n",
       "      <td>NaN</td>\n",
       "      <td>AGI-6780</td>\n",
       "      <td>359.069</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11448</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347936-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>80.800</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ak-7</td>\n",
       "      <td>463.046</td>\n",
       "      <td>464.770</td>\n",
       "      <td>SIRT2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11449</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347937-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>89.977</td>\n",
       "      <td>NaN</td>\n",
       "      <td>AR7</td>\n",
       "      <td>491.414</td>\n",
       "      <td>491.910</td>\n",
       "      <td>RARA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11450</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347938-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>82.175</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BAF-312</td>\n",
       "      <td>452.464</td>\n",
       "      <td>455.408</td>\n",
       "      <td>S1PR1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11451</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347939-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>105.341</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BAM7</td>\n",
       "      <td>508.467</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BCL2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11452</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347940-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>94.992</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bioymifi</td>\n",
       "      <td>486.112</td>\n",
       "      <td>484.571</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11453</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347941-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>14.818033</td>\n",
       "      <td>-2.2</td>\n",
       "      <td>40.005</td>\n",
       "      <td>-4.8292</td>\n",
       "      <td>CASIN</td>\n",
       "      <td>470.559</td>\n",
       "      <td>472.715</td>\n",
       "      <td>CDC42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11454</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347942-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>85.021</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cilliobrevin D</td>\n",
       "      <td>468.445</td>\n",
       "      <td>466.386</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11455</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347943-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>94.710</td>\n",
       "      <td>NaN</td>\n",
       "      <td>GSK-J1</td>\n",
       "      <td>465.555</td>\n",
       "      <td>464.767</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11456</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347944-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>88.691</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hg-10-102-01</td>\n",
       "      <td>444.559</td>\n",
       "      <td>443.400</td>\n",
       "      <td>LRRK2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11457</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347945-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>74.967</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ID-8</td>\n",
       "      <td>436.671</td>\n",
       "      <td>449.083</td>\n",
       "      <td>DYRK1A</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11458</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347946-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>93.797</td>\n",
       "      <td>NaN</td>\n",
       "      <td>IDH-C227</td>\n",
       "      <td>481.542</td>\n",
       "      <td>483.911</td>\n",
       "      <td>IDH1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11459</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347947-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>2.956586</td>\n",
       "      <td>-1.2</td>\n",
       "      <td>26.256</td>\n",
       "      <td>-5.5292</td>\n",
       "      <td>ITD-1</td>\n",
       "      <td>398.776</td>\n",
       "      <td>406.002</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11460</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347948-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>72.866</td>\n",
       "      <td>NaN</td>\n",
       "      <td>IWP-2</td>\n",
       "      <td>416.696</td>\n",
       "      <td>422.645</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11461</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347949-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>69.217</td>\n",
       "      <td>NaN</td>\n",
       "      <td>KY02111</td>\n",
       "      <td>400.664</td>\n",
       "      <td>398.327</td>\n",
       "      <td>WNT5A</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11462</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347950-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>94.432</td>\n",
       "      <td>NaN</td>\n",
       "      <td>LGK974</td>\n",
       "      <td>465.877</td>\n",
       "      <td>467.307</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11463</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347951-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>81.144</td>\n",
       "      <td>NaN</td>\n",
       "      <td>LSD1-C76</td>\n",
       "      <td>420.081</td>\n",
       "      <td>417.354</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11464</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347952-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>0.020931</td>\n",
       "      <td>-1.2</td>\n",
       "      <td>11.212</td>\n",
       "      <td>-7.6792</td>\n",
       "      <td>NSC319726</td>\n",
       "      <td>236.535</td>\n",
       "      <td>233.885</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11465</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347953-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>16.626107</td>\n",
       "      <td>-2.2</td>\n",
       "      <td>39.020</td>\n",
       "      <td>-4.7792</td>\n",
       "      <td>OAC1</td>\n",
       "      <td>438.203</td>\n",
       "      <td>452.659</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11466</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347954-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>13.206586</td>\n",
       "      <td>-2.2</td>\n",
       "      <td>72.481</td>\n",
       "      <td>-4.8792</td>\n",
       "      <td>SAG</td>\n",
       "      <td>465.764</td>\n",
       "      <td>471.295</td>\n",
       "      <td>SHH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11467</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347955-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>2.635060</td>\n",
       "      <td>-2.4</td>\n",
       "      <td>62.679</td>\n",
       "      <td>-5.5792</td>\n",
       "      <td>SR1664</td>\n",
       "      <td>401.910</td>\n",
       "      <td>399.523</td>\n",
       "      <td>PPARG</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11468</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347956-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>108.549</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SR9011</td>\n",
       "      <td>462.093</td>\n",
       "      <td>462.226</td>\n",
       "      <td>NR1D1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11469</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347957-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>16.626107</td>\n",
       "      <td>-2.4</td>\n",
       "      <td>86.106</td>\n",
       "      <td>-4.7792</td>\n",
       "      <td>UNC669</td>\n",
       "      <td>509.358</td>\n",
       "      <td>507.716</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11470</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00347958-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>0.833279</td>\n",
       "      <td>-1.2</td>\n",
       "      <td>40.898</td>\n",
       "      <td>-6.0792</td>\n",
       "      <td>WS3</td>\n",
       "      <td>394.396</td>\n",
       "      <td>391.601</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11471</th>\n",
       "      <td>s-nf2-syn6-2</td>\n",
       "      <td>NCGC00348107-01</td>\n",
       "      <td>Syn6</td>\n",
       "      <td>menangioma</td>\n",
       "      <td>NF2 null</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>112.670</td>\n",
       "      <td>NaN</td>\n",
       "      <td>c-FMS inhibitor</td>\n",
       "      <td>562.196</td>\n",
       "      <td>562.428</td>\n",
       "      <td>CSF1R</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>11472 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      Protocol Name        Sample ID Cell line   Cell Type NF2 status  \\\n",
       "0      s-nf2-hs01-1  NCGC00013226-15      HS01  schwannoma  NF2 null    \n",
       "1      s-nf2-hs01-1  NCGC00013724-01      HS01  schwannoma  NF2 null    \n",
       "2      s-nf2-hs01-1  NCGC00013822-03      HS01  schwannoma  NF2 null    \n",
       "3      s-nf2-hs01-1  NCGC00013841-08      HS01  schwannoma  NF2 null    \n",
       "4      s-nf2-hs01-1  NCGC00014352-03      HS01  schwannoma  NF2 null    \n",
       "5      s-nf2-hs01-1  NCGC00014650-03      HS01  schwannoma  NF2 null    \n",
       "6      s-nf2-hs01-1  NCGC00014670-16      HS01  schwannoma  NF2 null    \n",
       "7      s-nf2-hs01-1  NCGC00014873-04      HS01  schwannoma  NF2 null    \n",
       "8      s-nf2-hs01-1  NCGC00014891-03      HS01  schwannoma  NF2 null    \n",
       "9      s-nf2-hs01-1  NCGC00014911-01      HS01  schwannoma  NF2 null    \n",
       "10     s-nf2-hs01-1  NCGC00014925-07      HS01  schwannoma  NF2 null    \n",
       "11     s-nf2-hs01-1  NCGC00014926-03      HS01  schwannoma  NF2 null    \n",
       "12     s-nf2-hs01-1  NCGC00015004-11      HS01  schwannoma  NF2 null    \n",
       "13     s-nf2-hs01-1  NCGC00015026-14      HS01  schwannoma  NF2 null    \n",
       "14     s-nf2-hs01-1  NCGC00015034-02      HS01  schwannoma  NF2 null    \n",
       "15     s-nf2-hs01-1  NCGC00015036-08      HS01  schwannoma  NF2 null    \n",
       "16     s-nf2-hs01-1  NCGC00015038-08      HS01  schwannoma  NF2 null    \n",
       "17     s-nf2-hs01-1  NCGC00015049-18      HS01  schwannoma  NF2 null    \n",
       "18     s-nf2-hs01-1  NCGC00015054-06      HS01  schwannoma  NF2 null    \n",
       "19     s-nf2-hs01-1  NCGC00015060-19      HS01  schwannoma  NF2 null    \n",
       "20     s-nf2-hs01-1  NCGC00015061-12      HS01  schwannoma  NF2 null    \n",
       "21     s-nf2-hs01-1  NCGC00015067-13      HS01  schwannoma  NF2 null    \n",
       "22     s-nf2-hs01-1  NCGC00015075-07      HS01  schwannoma  NF2 null    \n",
       "23     s-nf2-hs01-1  NCGC00015086-03      HS01  schwannoma  NF2 null    \n",
       "24     s-nf2-hs01-1  NCGC00015089-08      HS01  schwannoma  NF2 null    \n",
       "25     s-nf2-hs01-1  NCGC00015092-09      HS01  schwannoma  NF2 null    \n",
       "26     s-nf2-hs01-1  NCGC00015096-11      HS01  schwannoma  NF2 null    \n",
       "27     s-nf2-hs01-1  NCGC00015100-14      HS01  schwannoma  NF2 null    \n",
       "28     s-nf2-hs01-1  NCGC00015110-12      HS01  schwannoma  NF2 null    \n",
       "29     s-nf2-hs01-1  NCGC00015116-10      HS01  schwannoma  NF2 null    \n",
       "...             ...              ...       ...         ...        ...   \n",
       "11442  s-nf2-syn6-2  NCGC00347907-01      Syn6  menangioma  NF2 null    \n",
       "11443  s-nf2-syn6-2  NCGC00347908-01      Syn6  menangioma  NF2 null    \n",
       "11444  s-nf2-syn6-2  NCGC00347909-01      Syn6  menangioma  NF2 null    \n",
       "11445  s-nf2-syn6-2  NCGC00347910-01      Syn6  menangioma  NF2 null    \n",
       "11446  s-nf2-syn6-2  NCGC00347934-01      Syn6  menangioma  NF2 null    \n",
       "11447  s-nf2-syn6-2  NCGC00347935-01      Syn6  menangioma  NF2 null    \n",
       "11448  s-nf2-syn6-2  NCGC00347936-01      Syn6  menangioma  NF2 null    \n",
       "11449  s-nf2-syn6-2  NCGC00347937-01      Syn6  menangioma  NF2 null    \n",
       "11450  s-nf2-syn6-2  NCGC00347938-01      Syn6  menangioma  NF2 null    \n",
       "11451  s-nf2-syn6-2  NCGC00347939-01      Syn6  menangioma  NF2 null    \n",
       "11452  s-nf2-syn6-2  NCGC00347940-01      Syn6  menangioma  NF2 null    \n",
       "11453  s-nf2-syn6-2  NCGC00347941-01      Syn6  menangioma  NF2 null    \n",
       "11454  s-nf2-syn6-2  NCGC00347942-01      Syn6  menangioma  NF2 null    \n",
       "11455  s-nf2-syn6-2  NCGC00347943-01      Syn6  menangioma  NF2 null    \n",
       "11456  s-nf2-syn6-2  NCGC00347944-01      Syn6  menangioma  NF2 null    \n",
       "11457  s-nf2-syn6-2  NCGC00347945-01      Syn6  menangioma  NF2 null    \n",
       "11458  s-nf2-syn6-2  NCGC00347946-01      Syn6  menangioma  NF2 null    \n",
       "11459  s-nf2-syn6-2  NCGC00347947-01      Syn6  menangioma  NF2 null    \n",
       "11460  s-nf2-syn6-2  NCGC00347948-01      Syn6  menangioma  NF2 null    \n",
       "11461  s-nf2-syn6-2  NCGC00347949-01      Syn6  menangioma  NF2 null    \n",
       "11462  s-nf2-syn6-2  NCGC00347950-01      Syn6  menangioma  NF2 null    \n",
       "11463  s-nf2-syn6-2  NCGC00347951-01      Syn6  menangioma  NF2 null    \n",
       "11464  s-nf2-syn6-2  NCGC00347952-01      Syn6  menangioma  NF2 null    \n",
       "11465  s-nf2-syn6-2  NCGC00347953-01      Syn6  menangioma  NF2 null    \n",
       "11466  s-nf2-syn6-2  NCGC00347954-01      Syn6  menangioma  NF2 null    \n",
       "11467  s-nf2-syn6-2  NCGC00347955-01      Syn6  menangioma  NF2 null    \n",
       "11468  s-nf2-syn6-2  NCGC00347956-01      Syn6  menangioma  NF2 null    \n",
       "11469  s-nf2-syn6-2  NCGC00347957-01      Syn6  menangioma  NF2 null    \n",
       "11470  s-nf2-syn6-2  NCGC00347958-01      Syn6  menangioma  NF2 null    \n",
       "11471  s-nf2-syn6-2  NCGC00348107-01      Syn6  menangioma  NF2 null    \n",
       "\n",
       "       AC50 (uM)  CRC  Max Resp  Log AC50 (M)                    Sample Name  \\\n",
       "0            NaN  4.0    98.446           NaN  Trifluoperazine hydrochloride   \n",
       "1       0.008333  1.2   108.967       -8.0792      Scopolamine methylbromide   \n",
       "2            NaN  4.0   106.297           NaN                      NSC-75503   \n",
       "3            NaN  4.0    98.151           NaN  Cyclobenzaprine hydrochloride   \n",
       "4            NaN  4.0   105.626           NaN                         GANT61   \n",
       "5            NaN  4.0    32.586           NaN                 Ansamitocin P3   \n",
       "6            NaN  4.0   111.578           NaN                    Domperidone   \n",
       "7       0.372212  1.4    30.315       -6.4292                     HLI-373989   \n",
       "8            NaN  4.0   120.106           NaN                         RG-108   \n",
       "9       0.186548 -1.1    10.265       -6.7292                 Cucurbitacin I   \n",
       "10      0.331734 -1.1     7.455       -6.4792        Topotecan hydrochloride   \n",
       "11     18.654798 -2.2    52.469       -4.7292           Carboxyamidotriazole   \n",
       "12           NaN  4.0    92.741           NaN                      Amoxapine   \n",
       "13           NaN  4.0   115.353           NaN                       Atropine   \n",
       "14      0.001482  1.2   106.544       -8.8292                       INO-1001   \n",
       "15           NaN  4.0   118.514           NaN       Amantadine hydrochloride   \n",
       "16           NaN  4.0   107.869           NaN                    Aminopterin   \n",
       "17     29.565863 -3.0    73.148       -4.5292                       Apigenin   \n",
       "18           NaN  4.0   100.332           NaN                        Tacrine   \n",
       "19           NaN  4.0    94.161           NaN                   Azathioprine   \n",
       "20      4.685874 -1.2    57.072       -5.3292                      Aciclovir   \n",
       "21           NaN  4.0   110.722           NaN                        Aspirin   \n",
       "22           NaN  4.0   112.758           NaN                      Arecoline   \n",
       "23           NaN  4.0    85.796           NaN                 Acetylcysteine   \n",
       "24      0.014818 -1.2   100.244       -7.8292                      Amiloride   \n",
       "25           NaN  4.0   111.503           NaN              Aminocaproic acid   \n",
       "26     23.485000 -2.2    72.731       -4.6292       Amiodarone hydrochloride   \n",
       "27           NaN  4.0   100.001           NaN                    Altretamine   \n",
       "28           NaN  4.0   101.699           NaN              Aminoglutethimide   \n",
       "29           NaN  4.0   102.793           NaN                     Aniracetam   \n",
       "...          ...  ...       ...           ...                            ...   \n",
       "11442        NaN  4.0    89.233           NaN                       A 804598   \n",
       "11443  10.490364 -2.2    55.460       -4.9792                       A 740003   \n",
       "11444        NaN  4.0    90.691           NaN                       A 839977   \n",
       "11445        NaN  4.0    85.343           NaN                           CK59   \n",
       "11446        NaN  4.0   102.115           NaN                       AGI-5198   \n",
       "11447        NaN  4.0    73.364           NaN                       AGI-6780   \n",
       "11448        NaN  4.0    80.800           NaN                           Ak-7   \n",
       "11449        NaN  4.0    89.977           NaN                            AR7   \n",
       "11450        NaN  4.0    82.175           NaN                        BAF-312   \n",
       "11451        NaN  4.0   105.341           NaN                           BAM7   \n",
       "11452        NaN  4.0    94.992           NaN                       Bioymifi   \n",
       "11453  14.818033 -2.2    40.005       -4.8292                          CASIN   \n",
       "11454        NaN  4.0    85.021           NaN                 Cilliobrevin D   \n",
       "11455        NaN  4.0    94.710           NaN                         GSK-J1   \n",
       "11456        NaN  4.0    88.691           NaN                   Hg-10-102-01   \n",
       "11457        NaN  4.0    74.967           NaN                           ID-8   \n",
       "11458        NaN  4.0    93.797           NaN                       IDH-C227   \n",
       "11459   2.956586 -1.2    26.256       -5.5292                          ITD-1   \n",
       "11460        NaN  4.0    72.866           NaN                          IWP-2   \n",
       "11461        NaN  4.0    69.217           NaN                        KY02111   \n",
       "11462        NaN  4.0    94.432           NaN                         LGK974   \n",
       "11463        NaN  4.0    81.144           NaN                       LSD1-C76   \n",
       "11464   0.020931 -1.2    11.212       -7.6792                      NSC319726   \n",
       "11465  16.626107 -2.2    39.020       -4.7792                           OAC1   \n",
       "11466  13.206586 -2.2    72.481       -4.8792                            SAG   \n",
       "11467   2.635060 -2.4    62.679       -5.5792                         SR1664   \n",
       "11468        NaN  4.0   108.549           NaN                         SR9011   \n",
       "11469  16.626107 -2.4    86.106       -4.7792                         UNC669   \n",
       "11470   0.833279 -1.2    40.898       -6.0792                            WS3   \n",
       "11471        NaN  4.0   112.670           NaN                c-FMS inhibitor   \n",
       "\n",
       "           AUC  AUC Fit Gene Symbol  \n",
       "0      493.409  493.414        DRD2  \n",
       "1      532.889  531.492         NaN  \n",
       "2      479.248  479.754         SHH  \n",
       "3      530.537  528.972       HTR2A  \n",
       "4      531.663  532.965         SHH  \n",
       "5      161.854      NaN        TUBB  \n",
       "6      478.921  478.821        DRD1  \n",
       "7      406.902  457.803        MDM2  \n",
       "8      494.391  545.391       DNMT1  \n",
       "9      277.406  276.922        JAK2  \n",
       "10     307.940  305.968        TOP1  \n",
       "11     463.863  463.749         NaN  \n",
       "12     530.417  529.115       HTR2A  \n",
       "13     580.372  580.668       CHRM1  \n",
       "14     489.985  489.409       PARP1  \n",
       "15     517.705  512.173        DRD1  \n",
       "16     470.410  470.356        DHFR  \n",
       "17     547.510  546.707      CYP2C9  \n",
       "18     543.555  544.205        ACHE  \n",
       "19     521.418  520.132         NaN  \n",
       "20     444.266  445.736         NaN  \n",
       "21     559.261      NaN         NaN  \n",
       "22     557.455      NaN         NaN  \n",
       "23     348.050  345.345       NFKB1  \n",
       "24     471.372  471.460      SCNN1D  \n",
       "25     529.773  528.777    SERPINE1  \n",
       "26     523.409  522.781         NaN  \n",
       "27     506.127  505.260         NaN  \n",
       "28     461.815  461.140     CYP19A1  \n",
       "29     510.286      NaN         NaN  \n",
       "...        ...      ...         ...  \n",
       "11442  433.220      NaN       P2RX7  \n",
       "11443  400.330  399.503       P2RX7  \n",
       "11444  423.959      NaN       P2RX7  \n",
       "11445  486.325  483.002      CAMKK2  \n",
       "11446  466.248      NaN         NaN  \n",
       "11447  359.069      NaN         NaN  \n",
       "11448  463.046  464.770       SIRT2  \n",
       "11449  491.414  491.910        RARA  \n",
       "11450  452.464  455.408       S1PR1  \n",
       "11451  508.467      NaN        BCL2  \n",
       "11452  486.112  484.571         NaN  \n",
       "11453  470.559  472.715       CDC42  \n",
       "11454  468.445  466.386         NaN  \n",
       "11455  465.555  464.767         NaN  \n",
       "11456  444.559  443.400       LRRK2  \n",
       "11457  436.671  449.083      DYRK1A  \n",
       "11458  481.542  483.911        IDH1  \n",
       "11459  398.776  406.002         NaN  \n",
       "11460  416.696  422.645         NaN  \n",
       "11461  400.664  398.327       WNT5A  \n",
       "11462  465.877  467.307         NaN  \n",
       "11463  420.081  417.354         NaN  \n",
       "11464  236.535  233.885         NaN  \n",
       "11465  438.203  452.659         NaN  \n",
       "11466  465.764  471.295         SHH  \n",
       "11467  401.910  399.523       PPARG  \n",
       "11468  462.093  462.226       NR1D1  \n",
       "11469  509.358  507.716         NaN  \n",
       "11470  394.396  391.601         NaN  \n",
       "11471  562.196  562.428       CSF1R  \n",
       "\n",
       "[11472 rows x 13 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('NF2 Synodos MIPE qHTS March2016.txt', sep='\\t')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# get unique drugs and the number of drugs tested\n",
    "unique_drugs = np.unique(list(df['Sample Name']))\n",
    "num_drugs = len(np.unique(list(df['Sample Name'])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "# get unique cell lines and the number of cell lines tested\n",
    "unique_lines = np.unique(list(df['Cell line']))\n",
    "num_lines = len(np.unique(list(df['Cell line'])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\"6-Bromoindirubin-3'-acetoxime\"\n",
      "31.627\n",
      "50.723\n",
      "39.01\n",
      "62.477\n",
      "53.748999999999995\n",
      "73.943\n",
      "(+)-Usniacin\n",
      "104.52799999999999\n",
      "106.693\n",
      "94.311\n",
      "120.259\n",
      "79.373\n",
      "105.277\n",
      "(+-)-7-(3,5,6-trimethyl-1,4-benzoquinon-2-yl)-7-phenylheptanoic acid\n",
      "94.854\n",
      "15.955\n",
      "91.37899999999999\n",
      "82.12899999999999\n",
      "87.15799999999999\n",
      "66.432\n",
      "(-)-Blebbistatin\n",
      "63.828\n",
      "74.488\n",
      "49.955\n",
      "101.986\n",
      "88.26899999999999\n",
      "92.542\n",
      "(-)-Gossypol\n",
      "5.796\n",
      "8.253\n",
      "14.334000000000001\n",
      "89.583\n",
      "72.22800000000001\n",
      "47.565\n",
      "(-)-Indolactam V\n",
      "90.84200000000001\n",
      "103.573\n",
      "94.574\n",
      "83.406\n",
      "104.852\n",
      "92.665\n",
      "1-alpha-Hydroxyergocalciferol\n",
      "24.866\n",
      "59.871\n",
      "41.696000000000005\n",
      "27.641\n",
      "6.727\n",
      "10.808\n",
      "10-Deacetylbaccatin\n",
      "43.06100000000001\n",
      "66.32\n",
      "43.485\n",
      "50.47\n",
      "45.625\n",
      "66.328\n",
      "10-hydroxycamptothecin\n",
      "12.125\n",
      "13.91\n",
      "34.232\n",
      "26.325\n",
      "19.924\n",
      "18.893\n",
      "10058-F4\n",
      "82.21799999999999\n",
      "59.181999999999995\n",
      "15.647\n",
      "95.492\n",
      "93.77\n",
      "95.333\n",
      "10074-G5\n",
      "63.09\n",
      "64.014\n",
      "12.65\n",
      "100.95200000000001\n",
      "96.531\n",
      "92.65100000000001\n",
      "16,16-dimethyl PGE2\n",
      "86.346\n",
      "84.898\n",
      "88.117\n",
      "87.516\n",
      "74.786\n",
      "79.631\n",
      "17 alpha-propionate\n",
      "103.639\n",
      "103.949\n",
      "108.65799999999999\n",
      "91.037\n",
      "84.50299999999999\n",
      "98.37\n",
      "17-Methyltestosterone\n",
      "105.819\n",
      "87.21700000000001\n",
      "77.24600000000001\n",
      "48.71\n",
      "110.385\n",
      "107.234\n",
      "17_-hydroxy Wortmannin\n",
      "45.477\n",
      "75.222\n",
      "57.928999999999995\n",
      "77.27199999999999\n",
      "98.948\n",
      "84.059\n",
      "2',3'-Dideoxyinosine\n",
      "104.616\n",
      "107.339\n",
      "106.545\n",
      "117.125\n",
      "120.934\n",
      "97.405\n",
      "2-Deoxyglucose\n",
      "117.05\n",
      "109.975\n",
      "109.666\n",
      "123.928\n",
      "102.37\n",
      "97.42299999999999\n",
      "2-Ethylhexyl-2-cyano-3,3-diphenylacrylate\n",
      "101.53299999999999\n",
      "84.09700000000001\n",
      "29.619\n",
      "110.738\n",
      "122.367\n",
      "104.92299999999999\n",
      "2-Fluoroadenosine\n",
      "10.864\n",
      "46.193999999999996\n",
      "4.812\n",
      "33.114000000000004\n",
      "24.629\n",
      "24.467\n",
      "2-Iminobiotin\n",
      "97.241\n",
      "105.436\n",
      "83.70100000000001\n",
      "120.006\n",
      "104.17399999999999\n",
      "101.999\n",
      "2-Methoxyestradiol\n",
      "51.625\n",
      "67.846\n",
      "51.265\n",
      "46.54600000000001\n",
      "34.586999999999996\n",
      "44.23\n",
      "20-hydroxyecdysone\n",
      "98.479\n",
      "96.281\n",
      "96.45700000000001\n",
      "89.89200000000001\n",
      "82.39299999999999\n",
      "64.589\n",
      "3-Bromopyruvate\n",
      "94.993\n",
      "102.25\n",
      "79.429\n",
      "98.93\n",
      "93.705\n",
      "104.25299999999999\n",
      "3-Methyladenine\n",
      "5.619\n",
      "30.249000000000002\n",
      "30.497\n",
      "33.857\n",
      "52.163000000000004\n",
      "62.948\n",
      "3-indolebutyric acid\n",
      "98.229\n",
      "105.37899999999999\n",
      "94.256\n",
      "63.562\n",
      "91.088\n",
      "79.649\n",
      "339253\n",
      "53.45399999999999\n",
      "55.101000000000006\n",
      "20.583000000000002\n",
      "91.521\n",
      "72.202\n",
      "67.50399999999999\n",
      "4',7-Dihydroxyisoflavanone\n",
      "109.757\n",
      "105.37700000000001\n",
      "99.145\n",
      "90.01700000000001\n",
      "101.603\n",
      "98.191\n",
      "4-Demethylepipodophyllotoxin\n",
      "44.903\n",
      "66.22800000000001\n",
      "42.441\n",
      "65.988\n",
      "75.577\n",
      "60.693000000000005\n",
      "4-Hydroxyandrostenedione\n",
      "90.876\n",
      "96.03299999999999\n",
      "102.744\n",
      "102.48\n",
      "97.132\n",
      "96.76899999999999\n",
      "4-Quinazolinamine\n",
      "106.834\n",
      "97.75200000000001\n",
      "54.059\n",
      "66.71600000000001\n",
      "112.705\n",
      "94.87100000000001\n",
      "4-methylumbelliferone\n",
      "100.295\n",
      "100.406\n",
      "90.084\n",
      "84.135\n",
      "91.146\n",
      "99.999\n",
      "5,7-Dihydroxyflavone\n",
      "77.161\n",
      "89.73899999999999\n",
      "96.35799999999999\n",
      "120.742\n",
      "94.04\n",
      "87.26700000000001\n",
      "5-Azacitidine\n",
      "22.045\n",
      "38.234\n",
      "90.49\n",
      "66.24\n",
      "66.764\n",
      "49.085\n",
      "5-Hydroxytryptophan\n",
      "99.104\n",
      "102.024\n",
      "99.87899999999999\n",
      "50.357\n",
      "83.083\n",
      "74.023\n",
      "6-mercaptopurine\n",
      "99.87200000000001\n",
      "101.954\n",
      "33.348\n",
      "115.766\n",
      "43.327\n",
      "59.395\n",
      "7-Aminocephalosporanic acid\n",
      "112.03399999999999\n",
      "105.323\n",
      "97.134\n",
      "67.142\n",
      "51.346000000000004\n",
      "83.53200000000001\n",
      "7-Hydroxystaurosporine\n",
      "5.37\n",
      "8.625\n",
      "3.405\n",
      "17.305999999999997\n",
      "31.739\n",
      "16.685\n",
      "705498\n",
      "74.52600000000001\n",
      "58.021\n",
      "13.635\n",
      "117.01700000000001\n",
      "105.689\n",
      "110.177\n",
      "8-Cl-Ado\n",
      "78.225\n",
      "34.8\n",
      "82.154\n",
      "33.802\n",
      "8.764\n",
      "12.944\n",
      "842166X\n",
      "41.69\n",
      "102.37899999999999\n",
      "18.867\n",
      "102.37299999999999\n",
      "75.693\n",
      "92.353\n",
      "A 438079\n",
      "79.32300000000001\n",
      "99.171\n",
      "80.146\n",
      "102.428\n",
      "99.839\n",
      "97.458\n",
      "A 740003\n",
      "70.544\n",
      "83.70200000000001\n",
      "66.949\n",
      "71.315\n",
      "48.376999999999995\n",
      "55.46\n",
      "A 804598\n",
      "93.89399999999999\n",
      "96.656\n",
      "76.268\n",
      "34.602\n",
      "93.2\n",
      "89.23299999999999\n",
      "A 83-01\n",
      "112.45200000000001\n",
      "105.92200000000001\n",
      "41.285\n",
      "107.051\n",
      "94.37799999999999\n",
      "80.138\n",
      "A 839977\n",
      "92.774\n",
      "89.915\n",
      "66.854\n",
      "85.277\n",
      "104.64299999999999\n",
      "90.691\n",
      "A-443654\n",
      "2.6710000000000003\n",
      "2.64\n",
      "1.1420000000000001\n",
      "19.885\n",
      "27.428\n",
      "23.441\n",
      "A-66\n",
      "49.883\n",
      "43.06\n",
      "28.671\n",
      "83.426\n",
      "78.375\n",
      "58.205\n",
      "A-674563\n",
      "6.367000000000001\n",
      "14.679\n",
      "2.7119999999999997\n",
      "17.055\n",
      "32.378\n",
      "22.183000000000003\n",
      "A-769662\n",
      "108.62299999999999\n",
      "99.585\n",
      "54.94\n",
      "112.98100000000001\n",
      "103.444\n",
      "116.85700000000001\n",
      "A-770041\n",
      "28.346\n",
      "56.812\n",
      "70.866\n",
      "44.806999999999995\n",
      "32.496\n",
      "29.47\n",
      "A-803467\n",
      "100.156\n",
      "102.053\n",
      "107.15299999999999\n",
      "15.373\n",
      "84.709\n",
      "84.094\n",
      "A-922500\n",
      "107.51899999999999\n",
      "107.777\n",
      "77.204\n",
      "31.303\n",
      "94.26\n",
      "77.03399999999999\n",
      "A-966492\n",
      "71.697\n",
      "91.478\n",
      "86.329\n",
      "66.476\n",
      "73.20100000000001\n",
      "74.149\n",
      "ABC-294640\n",
      "82.79\n",
      "84.95\n",
      "79.715\n",
      "55.833999999999996\n",
      "52.888999999999996\n",
      "65.09100000000001\n",
      "ABT-199\n",
      "94.34700000000001\n",
      "97.38\n",
      "53.924\n",
      "107.89\n",
      "108.507\n",
      "104.86200000000001\n",
      "ABT-702\n",
      "89.977\n",
      "90.351\n",
      "87.667\n",
      "88.383\n",
      "81.63\n",
      "67.322\n",
      "ABT-737\n",
      "35.107\n",
      "58.062\n",
      "12.743\n",
      "102.094\n",
      "92.898\n",
      "82.301\n",
      "AC-261066\n",
      "67.155\n",
      "77.35600000000001\n",
      "75.96\n",
      "69.819\n",
      "58.519\n",
      "66.803\n",
      "AC-265347\n",
      "104.25399999999999\n",
      "91.611\n",
      "98.71600000000001\n",
      "62.005\n",
      "50.184\n",
      "37.679\n",
      "AC-480\n",
      "49.615\n",
      "66.836\n",
      "3.674\n",
      "47.563\n",
      "72.75399999999999\n",
      "60.739\n",
      "ACC1 BMS\n",
      "84.14399999999999\n",
      "68.241\n",
      "68.91\n",
      "121.015\n",
      "96.723\n",
      "82.334\n",
      "ACY-1215\n",
      "6.972\n",
      "47.965\n",
      "36.598\n",
      "58.931000000000004\n",
      "26.523000000000003\n",
      "58.275\n",
      "ADL-5859\n",
      "113.97399999999999\n",
      "108.62799999999999\n",
      "101.595\n",
      "104.838\n",
      "101.53299999999999\n",
      "93.74799999999999\n",
      "ADW-742\n",
      "43.028\n",
      "58.82\n",
      "2.7560000000000002\n",
      "83.236\n",
      "83.156\n",
      "58.333\n",
      "ADX-47273\n",
      "122.96700000000001\n",
      "88.28299999999999\n",
      "99.145\n",
      "37.719\n",
      "24.144000000000002\n",
      "13.925\n",
      "AEE-788\n",
      "18.502\n",
      "33.184\n",
      "2.786\n",
      "37.19\n",
      "20.468\n",
      "18.63\n",
      "AG-041R\n",
      "77.354\n",
      "82.546\n",
      "77.936\n",
      "60.21\n",
      "93.811\n",
      "84.04\n",
      "AG-1024\n",
      "102.979\n",
      "107.476\n",
      "52.342\n",
      "102.072\n",
      "101.145\n",
      "95.34200000000001\n",
      "AG-13958\n",
      "19.219\n",
      "35.465\n",
      "12.615\n",
      "82.37899999999999\n",
      "39.076\n",
      "50.591\n",
      "AG-14361\n",
      "83.384\n",
      "96.22399999999999\n",
      "97.775\n",
      "35.972\n",
      "65.779\n",
      "55.345\n",
      "AG-1478\n",
      "9.795\n",
      "20.352999999999998\n",
      "25.978\n",
      "38.52\n",
      "88.29\n",
      "74.082\n",
      "AGI-5198\n",
      "113.646\n",
      "104.999\n",
      "105.348\n",
      "108.95200000000001\n",
      "112.06\n",
      "102.115\n",
      "AGI-6780\n",
      "80.017\n",
      "72.582\n",
      "68.854\n",
      "115.616\n",
      "101.344\n",
      "73.36399999999999\n",
      "AHPN\n",
      "39.431999999999995\n",
      "61.015\n",
      "21.645\n",
      "121.038\n",
      "102.52600000000001\n",
      "102.162\n",
      "AIM-100\n",
      "46.286\n",
      "53.188\n",
      "41.294\n",
      "106.39200000000001\n",
      "84.819\n",
      "78.426\n",
      "AKT inhibitor VIII\n",
      "84.148\n",
      "79.711\n",
      "59.516000000000005\n",
      "105.03200000000001\n",
      "80.101\n",
      "64.303\n",
      "AM-630\n",
      "58.953\n",
      "71.223\n",
      "39.027\n",
      "99.693\n",
      "83.354\n",
      "74.046\n",
      "AMG-1\n",
      "53.622\n",
      "59.458\n",
      "14.261\n",
      "79.182\n",
      "93.149\n",
      "81.22\n",
      "AMG-208\n",
      "97.35\n",
      "102.81299999999999\n",
      "52.12\n",
      "90.0\n",
      "106.609\n",
      "110.09899999999999\n",
      "AMG-25\n",
      "38.718\n",
      "35.801\n",
      "51.427\n",
      "42.681999999999995\n",
      "43.692\n",
      "30.941\n",
      "AMG-458\n",
      "67.67399999999999\n",
      "62.263999999999996\n",
      "26.488000000000003\n",
      "66.042\n",
      "81.92399999999999\n",
      "72.8\n",
      "AMG-47a\n",
      "23.44\n",
      "35.414\n",
      "16.512\n",
      "40.571\n",
      "26.44\n",
      "10.610999999999999\n",
      "AMG-51\n",
      "2.702\n",
      "3.4589999999999996\n",
      "1.095\n",
      "48.464\n",
      "37.434\n",
      "15.134\n",
      "AMG-900\n",
      "62.861000000000004\n",
      "80.959\n",
      "71.268\n",
      "41.105\n",
      "69.207\n",
      "60.036\n",
      "AMG-Tie2-1\n",
      "57.619\n",
      "55.376999999999995\n",
      "94.197\n",
      "98.537\n",
      "74.388\n",
      "86.86399999999999\n",
      "AN2728\n",
      "84.178\n",
      "88.65799999999999\n",
      "63.861000000000004\n",
      "111.525\n",
      "107.228\n",
      "98.969\n",
      "AP-761\n",
      "118.23\n",
      "108.302\n",
      "96.221\n",
      "107.711\n",
      "97.73200000000001\n",
      "85.331\n",
      "AP-768\n",
      "112.58200000000001\n",
      "101.925\n",
      "100.337\n",
      "89.887\n",
      "102.9\n",
      "79.512\n",
      "APR-246\n",
      "71.41\n",
      "84.772\n",
      "46.309\n",
      "65.05199999999999\n",
      "17.708\n",
      "20.715\n",
      "AR-00341677\n",
      "103.56\n",
      "101.03\n",
      "80.81\n",
      "36.348\n",
      "88.068\n",
      "80.238\n",
      "AR-42\n",
      "4.9910000000000005\n",
      "7.394\n",
      "8.182\n",
      "5.242000000000001\n",
      "5.22\n",
      "5.579\n",
      "AR-C155858\n",
      "106.036\n",
      "106.368\n",
      "98.53\n",
      "109.943\n",
      "91.962\n",
      "72.03399999999999\n",
      "AR7\n",
      "72.689\n",
      "73.286\n",
      "78.321\n",
      "107.036\n",
      "88.52799999999999\n",
      "89.977\n",
      "ARN-509\n",
      "12.573\n",
      "22.528000000000002\n",
      "6.587000000000001\n",
      "11.918\n",
      "14.321\n",
      "3.9930000000000003\n",
      "ARRY-162\n",
      "55.853\n",
      "72.283\n",
      "57.13\n",
      "72.054\n",
      "54.88\n",
      "79.199\n",
      "ARRY-380\n",
      "43.165\n",
      "43.13\n",
      "18.754\n",
      "107.415\n",
      "54.223\n",
      "62.35\n",
      "ARRY-520\n",
      "54.658\n",
      "67.312\n",
      "49.191\n",
      "67.0\n",
      "58.085\n",
      "52.172\n",
      "AS-1949490\n",
      "37.663000000000004\n",
      "25.826999999999998\n",
      "24.42\n",
      "107.97\n",
      "95.634\n",
      "81.85300000000001\n",
      "AS-252424\n",
      "80.009\n",
      "70.22800000000001\n",
      "44.893\n",
      "81.743\n",
      "83.29899999999999\n",
      "63.324\n",
      "AS-602801\n",
      "62.172\n",
      "25.631\n",
      "35.131\n",
      "28.676\n",
      "16.79\n",
      "60.93\n",
      "AS-604850\n",
      "87.194\n",
      "82.975\n",
      "41.558\n",
      "29.134\n",
      "100.555\n",
      "78.357\n",
      "AS-605240\n",
      "91.40100000000001\n",
      "74.047\n",
      "50.261\n",
      "84.861\n",
      "83.876\n",
      "81.638\n",
      "ASP-3026\n",
      "23.004\n",
      "13.664000000000001\n",
      "3.388\n",
      "36.549\n",
      "34.912\n",
      "41.724\n",
      "ASR-isobudimer-SO2Ph-4-CH2OC(O)NMe2\n",
      "22.976\n",
      "26.357\n",
      "34.258\n",
      "111.11200000000001\n",
      "72.771\n",
      "34.908\n",
      "AST-1306\n",
      "27.206\n",
      "35.891\n",
      "21.605\n",
      "53.714\n",
      "50.68899999999999\n",
      "51.068999999999996\n",
      "AT-13387AU\n",
      "6.625\n",
      "7.715\n",
      "14.409\n",
      "57.268\n",
      "40.652\n",
      "50.82899999999999\n",
      "AT-406\n",
      "125.161\n",
      "103.874\n",
      "53.167\n",
      "36.567\n",
      "51.477\n",
      "64.26100000000001\n",
      "AT-7867\n",
      "33.935\n",
      "39.325\n",
      "12.05\n",
      "57.50899999999999\n",
      "57.224\n",
      "61.156000000000006\n",
      "AT-9283\n",
      "16.523\n",
      "29.993000000000002\n",
      "7.776\n",
      "35.402\n",
      "46.558\n",
      "15.843\n",
      "AT7519\n",
      "15.994000000000002\n",
      "33.496\n",
      "26.035\n",
      "21.706\n",
      "30.149\n",
      "28.478\n",
      "AV-412\n",
      "4.596\n",
      "4.281000000000001\n",
      "2.72\n",
      "104.704\n",
      "78.16\n",
      "48.38\n",
      "AVN-944\n",
      "45.958\n",
      "50.485\n",
      "16.009\n",
      "51.803999999999995\n",
      "38.152\n",
      "31.454\n",
      "AZ 10606120\n",
      "55.369\n",
      "71.684\n",
      "58.986999999999995\n",
      "29.158\n",
      "70.87899999999999\n",
      "65.45\n",
      "AZ 11645373\n",
      "45.461999999999996\n",
      "3.391\n",
      "7.27\n",
      "106.066\n",
      "105.82600000000001\n",
      "95.23\n",
      "AZ-23\n",
      "9.185\n",
      "11.784\n",
      "23.160999999999998\n",
      "40.844\n",
      "40.080999999999996\n",
      "25.768\n",
      "AZ-3146\n",
      "41.864\n",
      "58.059\n",
      "2.37\n",
      "29.945\n",
      "66.416\n",
      "67.278\n",
      "AZ-628\n",
      "14.255\n",
      "69.27199999999999\n",
      "20.094\n",
      "57.412\n",
      "50.77\n",
      "63.93600000000001\n",
      "AZ-960\n",
      "6.691\n",
      "10.026\n",
      "17.135\n",
      "20.051\n",
      "19.134\n",
      "12.322000000000001\n",
      "AZ-TAK1 Inhibitor\n",
      "31.958000000000002\n",
      "40.391999999999996\n",
      "14.532\n",
      "64.708\n",
      "41.635\n",
      "46.781000000000006\n",
      "AZD-1152-HQPA\n",
      "70.426\n",
      "89.838\n",
      "75.24600000000001\n",
      "71.696\n",
      "74.352\n",
      "69.669\n",
      "AZD-1480\n",
      "56.047\n",
      "27.94\n",
      "77.03399999999999\n",
      "134.621\n",
      "43.468\n",
      "97.626\n",
      "AZD-2014\n",
      "32.655\n",
      "38.633\n",
      "25.000999999999998\n",
      "38.378\n",
      "35.069\n",
      "23.864\n",
      "AZD-26\n",
      "73.428\n",
      "86.74600000000001\n",
      "55.515\n",
      "80.96300000000001\n",
      "98.95299999999999\n",
      "72.736\n",
      "AZD-4547\n",
      "23.291\n",
      "43.092\n",
      "10.713\n",
      "27.92\n",
      "17.81\n",
      "10.512\n",
      "AZD-5363\n",
      "54.097\n",
      "46.408\n",
      "47.118\n",
      "80.33800000000001\n",
      "46.638999999999996\n",
      "55.95\n",
      "AZD-5438\n",
      "25.03\n",
      "46.591\n",
      "4.478\n",
      "45.748000000000005\n",
      "40.245\n",
      "43.593\n",
      "AZD-6482\n",
      "42.343999999999994\n",
      "36.953\n",
      "27.898000000000003\n",
      "35.55\n",
      "49.625\n",
      "46.867\n",
      "AZD-7545\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "64.836\n",
      "36.056\n",
      "32.836\n",
      "100.54799999999999\n",
      "88.12\n",
      "79.45\n",
      "AZD-7762\n",
      "15.931\n",
      "32.379\n",
      "4.475\n",
      "56.101000000000006\n",
      "39.647\n",
      "10.720999999999998\n",
      "AZD-8055\n",
      "25.615\n",
      "37.594\n",
      "26.496\n",
      "33.353\n",
      "29.712\n",
      "24.984\n",
      "AZD-8330\n",
      "37.83\n",
      "70.043\n",
      "51.032\n",
      "26.061999999999998\n",
      "47.391999999999996\n",
      "70.013\n",
      "Abexinostat\n",
      "3.465\n",
      "11.487\n",
      "13.862\n",
      "11.65\n",
      "6.54\n",
      "8.802999999999999\n",
      "Abiraterone\n",
      "114.99700000000001\n",
      "98.57600000000001\n",
      "90.667\n",
      "119.40799999999999\n",
      "98.927\n",
      "96.23200000000001\n",
      "Ac-SAH-p53-8\n",
      "95.0\n",
      "88.46\n",
      "60.583999999999996\n",
      "114.34299999999999\n",
      "86.141\n",
      "93.773\n",
      "Acadesine\n",
      "109.624\n",
      "107.741\n",
      "49.815\n",
      "108.786\n",
      "102.795\n",
      "108.147\n",
      "Acarbose\n",
      "105.698\n",
      "104.37200000000001\n",
      "103.652\n",
      "111.605\n",
      "83.12899999999999\n",
      "87.29\n",
      "Acemetacin\n",
      "101.10700000000001\n",
      "88.965\n",
      "97.87799999999999\n",
      "104.475\n",
      "96.535\n",
      "94.649\n",
      "Acetaminophen\n",
      "107.257\n",
      "96.37\n",
      "99.175\n",
      "102.337\n",
      "74.271\n",
      "75.42399999999999\n",
      "Acetylcysteine\n",
      "85.796\n",
      "90.755\n",
      "56.758\n",
      "85.469\n",
      "92.258\n",
      "97.74700000000001\n",
      "Aciclovir\n",
      "57.071999999999996\n",
      "76.063\n",
      "52.028999999999996\n",
      "83.54299999999999\n",
      "108.49799999999999\n",
      "90.04799999999999\n",
      "Acipimox\n",
      "106.77600000000001\n",
      "106.49799999999999\n",
      "103.56299999999999\n",
      "92.744\n",
      "96.88\n",
      "91.272\n",
      "Acitazanolast\n",
      "108.09\n",
      "103.56299999999999\n",
      "99.709\n",
      "98.037\n",
      "103.286\n",
      "105.432\n",
      "Acitretin\n",
      "64.388\n",
      "90.09700000000001\n",
      "86.95299999999999\n",
      "109.039\n",
      "89.333\n",
      "99.366\n",
      "Aclarubicin\n",
      "53.483000000000004\n",
      "76.831\n",
      "35.486\n",
      "72.11399999999999\n",
      "53.678000000000004\n",
      "43.528\n",
      "Actinomycin D\n",
      "6.537999999999999\n",
      "22.905\n",
      "2.423\n",
      "9.126\n",
      "14.134\n",
      "26.589000000000002\n",
      "Adapalene\n",
      "84.258\n",
      "93.024\n",
      "88.41799999999999\n",
      "103.675\n",
      "99.89299999999999\n",
      "104.338\n",
      "Adefovir dipivoxil\n",
      "51.95\n",
      "65.40100000000001\n",
      "16.123\n",
      "59.117\n",
      "50.387\n",
      "38.239000000000004\n",
      "Adenosine\n",
      "87.663\n",
      "100.07799999999999\n",
      "96.396\n",
      "54.923\n",
      "30.846999999999998\n",
      "37.308\n",
      "Afatinib\n",
      "43.47\n",
      "54.369\n",
      "11.533\n",
      "59.979\n",
      "36.372\n",
      "32.803000000000004\n",
      "Agomelatine\n",
      "109.45700000000001\n",
      "105.759\n",
      "95.103\n",
      "111.83\n",
      "95.566\n",
      "90.84899999999999\n",
      "Ak-7\n",
      "73.28699999999999\n",
      "55.961000000000006\n",
      "19.095\n",
      "28.065\n",
      "91.94200000000001\n",
      "80.8\n",
      "Akt-I-1\n",
      "68.54899999999999\n",
      "83.978\n",
      "37.425\n",
      "55.235\n",
      "18.472\n",
      "8.046\n",
      "Akt-I-1,2\n",
      "86.48899999999999\n",
      "82.295\n",
      "18.701\n",
      "59.593999999999994\n",
      "42.283\n",
      "39.323\n",
      "Alacepril\n",
      "109.708\n",
      "115.59\n",
      "107.598\n",
      "101.296\n",
      "107.333\n",
      "84.039\n",
      "Albendazole Oxide\n",
      "75.92699999999999\n",
      "74.857\n",
      "75.488\n",
      "68.499\n",
      "68.454\n",
      "58.648999999999994\n",
      "Albuterol\n",
      "113.925\n",
      "105.811\n",
      "78.73100000000001\n",
      "76.943\n",
      "93.523\n",
      "80.131\n",
      "Alendronate\n",
      "92.68299999999999\n",
      "103.31299999999999\n",
      "82.43299999999999\n",
      "108.67299999999999\n",
      "94.791\n",
      "86.654\n",
      "Alfuzosin hydrochloride\n",
      "99.256\n",
      "102.09200000000001\n",
      "77.86399999999999\n",
      "83.01100000000001\n",
      "91.14299999999999\n",
      "93.42399999999999\n",
      "Alibendol\n",
      "106.948\n",
      "103.109\n",
      "97.676\n",
      "109.964\n",
      "100.64299999999999\n",
      "84.727\n",
      "Alisertib\n",
      "41.751000000000005\n",
      "68.227\n",
      "49.965\n",
      "72.024\n",
      "68.03699999999999\n",
      "51.79\n",
      "Aliskiren hemifumarate\n",
      "103.65700000000001\n",
      "100.67\n",
      "91.47200000000001\n",
      "114.008\n",
      "84.71700000000001\n",
      "78.124\n",
      "Allopurinol\n",
      "98.057\n",
      "92.09200000000001\n",
      "97.758\n",
      "72.154\n",
      "93.369\n",
      "97.949\n",
      "Almotriptan\n",
      "89.814\n",
      "84.208\n",
      "84.133\n",
      "109.54799999999999\n",
      "95.56200000000001\n",
      "90.006\n",
      "Aloe-emodin\n",
      "86.855\n",
      "87.929\n",
      "94.149\n",
      "96.81700000000001\n",
      "85.49799999999999\n",
      "64.07300000000001\n",
      "Aloin\n",
      "111.454\n",
      "103.581\n",
      "98.51899999999999\n",
      "114.72\n",
      "110.745\n",
      "108.766\n",
      "Aloperine\n",
      "114.54700000000001\n",
      "111.376\n",
      "95.288\n",
      "104.744\n",
      "99.91799999999999\n",
      "99.229\n",
      "Aloxistatin\n",
      "56.656000000000006\n",
      "82.935\n",
      "81.96\n",
      "97.829\n",
      "91.838\n",
      "66.903\n",
      "Alprostadil\n",
      "89.67399999999999\n",
      "92.98700000000001\n",
      "96.556\n",
      "95.887\n",
      "94.387\n",
      "81.482\n",
      "Altretamine\n",
      "100.001\n",
      "92.402\n",
      "89.78\n",
      "60.675\n",
      "84.10700000000001\n",
      "59.095\n",
      "Alvespimycin hydrochloride\n",
      "7.013\n",
      "8.963\n",
      "6.442\n",
      "7.896\n",
      "2.958\n",
      "3.963\n",
      "Amantadine hydrochloride\n",
      "118.514\n",
      "101.18700000000001\n",
      "87.31700000000001\n",
      "54.771\n",
      "60.016999999999996\n",
      "54.928999999999995\n",
      "Amastatin\n",
      "97.088\n",
      "93.552\n",
      "81.99600000000001\n",
      "40.71\n",
      "98.391\n",
      "96.948\n",
      "Ambrisentan\n",
      "96.133\n",
      "103.53399999999999\n",
      "102.75299999999999\n",
      "78.6\n",
      "79.408\n",
      "84.486\n",
      "Amiloride\n",
      "100.244\n",
      "96.86\n",
      "106.196\n",
      "107.046\n",
      "97.171\n",
      "101.75299999999999\n",
      "Aminocaproic acid\n",
      "111.50299999999999\n",
      "105.992\n",
      "100.273\n",
      "66.925\n",
      "113.35600000000001\n",
      "93.54700000000001\n",
      "Aminoglutethimide\n",
      "101.699\n",
      "101.676\n",
      "102.65700000000001\n",
      "85.723\n",
      "92.757\n",
      "93.7\n",
      "Aminopterin\n",
      "107.869\n",
      "107.27600000000001\n",
      "49.528999999999996\n",
      "23.005\n",
      "54.851000000000006\n",
      "52.882\n",
      "Amiodarone hydrochloride\n",
      "72.73100000000001\n",
      "79.837\n",
      "9.656\n",
      "85.485\n",
      "7.435\n",
      "78.413\n",
      "Amisulpride\n",
      "94.727\n",
      "104.588\n",
      "89.044\n",
      "112.84700000000001\n",
      "74.15100000000001\n",
      "88.367\n",
      "Amlexanox\n",
      "114.102\n",
      "103.05\n",
      "94.086\n",
      "100.838\n",
      "95.096\n",
      "89.78\n",
      "Amonafide\n",
      "42.614\n",
      "49.049\n",
      "16.965\n",
      "23.301\n",
      "27.241999999999997\n",
      "22.119\n",
      "Amorolfine hydrochloride\n",
      "91.602\n",
      "100.13\n",
      "67.411\n",
      "98.12\n",
      "95.626\n",
      "93.69200000000001\n",
      "Amoxapine\n",
      "92.741\n",
      "99.48899999999999\n",
      "81.67399999999999\n",
      "83.359\n",
      "95.584\n",
      "86.281\n",
      "Amoxicillin sodium\n",
      "90.45299999999999\n",
      "103.611\n",
      "94.26799999999999\n",
      "69.028\n",
      "42.492\n",
      "55.405\n",
      "Amphotericin B\n",
      "101.92\n",
      "103.821\n",
      "93.633\n",
      "95.579\n",
      "41.545\n",
      "92.185\n",
      "Amprenavir\n",
      "71.345\n",
      "95.165\n",
      "100.196\n",
      "116.884\n",
      "96.859\n",
      "89.64299999999999\n",
      "Amuvatinib\n",
      "52.757\n",
      "10.589\n",
      "4.383\n",
      "103.14399999999999\n",
      "94.19200000000001\n",
      "94.61399999999999\n",
      "Amygdalin\n",
      "6.06\n",
      "10.054\n",
      "31.849\n",
      "57.379\n",
      "72.422\n",
      "53.303000000000004\n",
      "Anacetrapib\n",
      "93.86399999999999\n",
      "95.119\n",
      "77.295\n",
      "63.004\n",
      "84.09100000000001\n",
      "92.116\n",
      "Anastrozole\n",
      "93.307\n",
      "95.48200000000001\n",
      "103.103\n",
      "91.81700000000001\n",
      "88.205\n",
      "83.839\n",
      "Andarine\n",
      "92.74700000000001\n",
      "94.98200000000001\n",
      "75.1\n",
      "37.242\n",
      "92.874\n",
      "71.768\n",
      "Andrographolide\n",
      "80.345\n",
      "99.295\n",
      "52.532\n",
      "108.48299999999999\n",
      "93.23\n",
      "93.17200000000001\n",
      "Aniracetam\n",
      "102.79299999999999\n",
      "101.492\n",
      "88.044\n",
      "124.833\n",
      "72.531\n",
      "66.931\n",
      "Ansamitocin P3\n",
      "32.586\n",
      "51.016999999999996\n",
      "17.706\n",
      "55.68\n",
      "28.669\n",
      "34.434\n",
      "Antimycin A\n",
      "50.244\n",
      "5.858\n",
      "32.915\n",
      "110.11200000000001\n",
      "83.145\n",
      "79.185\n",
      "Apatinib\n",
      "73.753\n",
      "64.021\n",
      "25.728\n",
      "88.8\n",
      "86.581\n",
      "81.876\n",
      "Apigenin\n",
      "73.148\n",
      "57.59\n",
      "43.06399999999999\n",
      "129.118\n",
      "35.8\n",
      "32.186\n",
      "Apilimod\n",
      "58.66\n",
      "59.567\n",
      "25.834\n",
      "61.986000000000004\n",
      "86.149\n",
      "75.255\n",
      "Apixaban\n",
      "108.016\n",
      "102.256\n",
      "107.52\n",
      "123.07799999999999\n",
      "100.79799999999999\n",
      "99.92399999999999\n",
      "Apratastat\n",
      "87.955\n",
      "98.272\n",
      "68.07600000000001\n",
      "118.632\n",
      "97.935\n",
      "85.382\n",
      "Aprepitant\n",
      "65.311\n",
      "67.559\n",
      "46.50899999999999\n",
      "50.538000000000004\n",
      "85.26799999999999\n",
      "66.907\n",
      "Arbidol\n",
      "77.942\n",
      "92.46799999999999\n",
      "85.811\n",
      "107.354\n",
      "104.36399999999999\n",
      "103.367\n",
      "Arbutin\n",
      "97.76100000000001\n",
      "95.697\n",
      "95.863\n",
      "79.503\n",
      "95.046\n",
      "76.439\n",
      "Arecoline\n",
      "112.758\n",
      "109.911\n",
      "103.775\n",
      "102.39200000000001\n",
      "104.7\n",
      "102.62\n",
      "Argatroban\n",
      "99.318\n",
      "93.50200000000001\n",
      "97.31\n",
      "126.52\n",
      "65.215\n",
      "63.433\n",
      "Aripiprazole\n",
      "101.51100000000001\n",
      "95.27799999999999\n",
      "76.03\n",
      "92.134\n",
      "105.74799999999999\n",
      "99.96\n",
      "Artemether\n",
      "93.54299999999999\n",
      "100.16799999999999\n",
      "93.949\n",
      "116.59299999999999\n",
      "65.911\n",
      "37.965\n",
      "Artemisinin\n",
      "88.38600000000001\n",
      "90.323\n",
      "88.66799999999999\n",
      "103.755\n",
      "85.491\n",
      "72.964\n",
      "Artenimol\n",
      "23.83\n",
      "37.863\n",
      "37.667\n",
      "79.646\n",
      "75.183\n",
      "65.622\n",
      "Artesunate\n",
      "28.035\n",
      "38.727\n",
      "42.083\n",
      "75.469\n",
      "52.427\n",
      "40.96\n",
      "Asaraldehyde\n",
      "100.531\n",
      "101.976\n",
      "100.331\n",
      "98.18299999999999\n",
      "103.395\n",
      "96.58200000000001\n",
      "Asenapine\n",
      "84.084\n",
      "53.294\n",
      "94.98100000000001\n",
      "74.42699999999999\n",
      "90.598\n",
      "96.838\n",
      "Asiatic acid\n",
      "101.462\n",
      "105.93\n",
      "80.316\n",
      "120.779\n",
      "102.913\n",
      "105.73899999999999\n",
      "Aspartame\n",
      "103.698\n",
      "103.101\n",
      "94.352\n",
      "113.912\n",
      "93.213\n",
      "90.38799999999999\n",
      "Aspirin\n",
      "110.72200000000001\n",
      "100.811\n",
      "100.581\n",
      "120.96\n",
      "106.55799999999999\n",
      "91.912\n",
      "Astragaloside A\n",
      "106.24\n",
      "101.96700000000001\n",
      "102.339\n",
      "108.35799999999999\n",
      "104.31200000000001\n",
      "104.587\n",
      "Atazanavir sulfate\n",
      "98.055\n",
      "96.21700000000001\n",
      "96.571\n",
      "97.34700000000001\n",
      "91.995\n",
      "80.689\n",
      "Atorvastatin calcium\n",
      "7.066\n",
      "14.001\n",
      "69.217\n",
      "61.501000000000005\n",
      "46.521\n",
      "43.26\n",
      "Atropine\n",
      "115.353\n",
      "100.431\n",
      "95.92200000000001\n",
      "88.82799999999999\n",
      "94.331\n",
      "88.24700000000001\n",
      "Auranofin\n",
      "5.648\n",
      "6.662000000000001\n",
      "6.087000000000001\n",
      "60.565\n",
      "34.704\n",
      "48.269\n",
      "Aurora A Inhibitor I\n",
      "67.876\n",
      "82.681\n",
      "78.3\n",
      "83.60700000000001\n",
      "77.08800000000001\n",
      "66.763\n",
      "Avagacestat\n",
      "66.414\n",
      "78.859\n",
      "43.393\n",
      "84.10700000000001\n",
      "87.60600000000001\n",
      "84.176\n",
      "Avasimibe\n",
      "56.705\n",
      "35.691\n",
      "17.797\n",
      "107.105\n",
      "100.43\n",
      "94.81700000000001\n",
      "Avobenzone\n",
      "75.594\n",
      "96.98100000000001\n",
      "72.25399999999999\n",
      "67.90899999999999\n",
      "21.035999999999998\n",
      "11.79\n",
      "Axitinib\n",
      "29.601999999999997\n",
      "46.035\n",
      "22.498\n",
      "55.333999999999996\n",
      "38.435\n",
      "66.585\n",
      "Azalomycin-B\n",
      "4.239\n",
      "5.388\n",
      "5.638\n",
      "5.617999999999999\n",
      "52.25\n",
      "55.415\n",
      "Azasetron\n",
      "112.22\n",
      "106.132\n",
      "101.32\n",
      "95.154\n",
      "96.62799999999999\n",
      "98.15899999999999\n",
      "Azathioprine\n",
      "94.161\n",
      "55.946000000000005\n",
      "38.222\n",
      "109.619\n",
      "59.95\n",
      "49.534\n",
      "Azelastine hydrochloride\n",
      "27.785\n",
      "62.466\n",
      "22.084\n",
      "15.642999999999999\n",
      "6.593\n",
      "7.6370000000000005\n",
      "Azithromycin\n",
      "97.139\n",
      "99.684\n",
      "95.14399999999999\n",
      "81.229\n",
      "90.757\n",
      "84.73899999999999\n",
      "Azomycin\n",
      "101.005\n",
      "89.80799999999999\n",
      "80.946\n",
      "81.029\n",
      "88.354\n",
      "73.358\n",
      "Aztreonam\n",
      "121.90100000000001\n",
      "110.58\n",
      "93.96799999999999\n",
      "104.056\n",
      "107.803\n",
      "94.867\n",
      "BAF-312\n",
      "82.68299999999999\n",
      "85.531\n",
      "85.041\n",
      "83.441\n",
      "90.02600000000001\n",
      "82.175\n",
      "BAG-956\n",
      "26.511\n",
      "31.015\n",
      "9.365\n",
      "24.539\n",
      "34.754\n",
      "20.846\n",
      "BAM7\n",
      "102.40899999999999\n",
      "104.70200000000001\n",
      "60.407\n",
      "123.39299999999999\n",
      "100.147\n",
      "105.34100000000001\n",
      "BAY-41-8543\n",
      "98.221\n",
      "95.065\n",
      "74.414\n",
      "39.621\n",
      "89.42399999999999\n",
      "80.0\n",
      "BAY-60-7550\n",
      "120.51\n",
      "102.305\n",
      "108.98700000000001\n",
      "127.214\n",
      "100.37700000000001\n",
      "108.661\n",
      "BAY-80-6946\n",
      "42.673\n",
      "38.042\n",
      "37.944\n",
      "53.001999999999995\n",
      "50.271\n",
      "44.412\n",
      "BAY61-3606\n",
      "90.535\n",
      "90.335\n",
      "53.472\n",
      "108.853\n",
      "83.53\n",
      "83.209\n",
      "BD-1047\n",
      "94.374\n",
      "100.723\n",
      "52.656000000000006\n",
      "102.148\n",
      "97.678\n",
      "79.865\n",
      "BEZ-235\n",
      "38.873000000000005\n",
      "41.583999999999996\n",
      "32.211\n",
      "64.605\n",
      "43.083\n",
      "38.145\n",
      "BGJ-398\n",
      "46.903999999999996\n",
      "63.085\n",
      "30.094\n",
      "50.583\n",
      "60.663999999999994\n",
      "74.581\n",
      "BI-2536\n",
      "17.197\n",
      "53.644\n",
      "3.781\n",
      "51.585\n",
      "47.963\n",
      "44.823\n",
      "BI-78D3\n",
      "3.3689999999999998\n",
      "4.02\n",
      "3.088\n",
      "23.69\n",
      "43.488\n",
      "8.828\n",
      "BI-D1870\n",
      "108.08\n",
      "103.955\n",
      "47.034\n",
      "119.116\n",
      "103.792\n",
      "105.029\n",
      "BIBR 1048\n",
      "100.82600000000001\n",
      "100.48299999999999\n",
      "101.13\n",
      "103.596\n",
      "94.37700000000001\n",
      "84.426\n",
      "BIBR 1532\n",
      "69.98100000000001\n",
      "87.573\n",
      "46.395\n",
      "36.946999999999996\n",
      "90.51799999999999\n",
      "112.36200000000001\n",
      "BIO\n",
      "36.936\n",
      "47.012\n",
      "28.758000000000003\n",
      "95.79899999999999\n",
      "81.26\n",
      "86.28200000000001\n",
      "BIX 02188\n",
      "70.916\n",
      "84.374\n",
      "54.638999999999996\n",
      "90.26100000000001\n",
      "68.256\n",
      "71.385\n",
      "BIX 02189\n",
      "66.84\n",
      "77.983\n",
      "67.87\n",
      "50.898\n",
      "34.126\n",
      "25.535\n",
      "BIX-01294\n",
      "6.542000000000001\n",
      "47.72\n",
      "4.686\n",
      "6.4\n",
      "4.015\n",
      "4.26\n",
      "BKM-120\n",
      "17.750999999999998\n",
      "26.164\n",
      "20.402\n",
      "26.612\n",
      "17.822\n",
      "20.872\n",
      "BMS-2\n",
      "105.89\n",
      "105.81299999999999\n",
      "54.045\n",
      "82.588\n",
      "96.719\n",
      "84.45700000000001\n",
      "BMS-265246\n",
      "93.646\n",
      "86.059\n",
      "50.492\n",
      "74.54899999999999\n",
      "93.45100000000001\n",
      "99.506\n",
      "BMS-299897\n",
      "90.815\n",
      "92.11200000000001\n",
      "74.289\n",
      "48.68600000000001\n",
      "100.7\n",
      "90.681\n",
      "BMS-3\n",
      "24.953000000000003\n",
      "39.187\n",
      "20.053\n",
      "19.125\n",
      "14.625\n",
      "20.645\n",
      "BMS-345541\n",
      "43.38\n",
      "78.067\n",
      "29.991\n",
      "32.787\n",
      "34.333\n",
      "41.053000000000004\n",
      "BMS-378806\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "116.60600000000001\n",
      "99.331\n",
      "70.164\n",
      "124.26299999999999\n",
      "103.024\n",
      "79.064\n",
      "BMS-5\n",
      "56.083\n",
      "53.20399999999999\n",
      "30.849\n",
      "58.258\n",
      "43.232\n",
      "49.178999999999995\n",
      "BMS-509744\n",
      "33.503\n",
      "40.856\n",
      "20.305\n",
      "53.832\n",
      "27.601\n",
      "30.369\n",
      "BMS-536924\n",
      "3.984\n",
      "6.388999999999999\n",
      "3.2939999999999996\n",
      "38.043\n",
      "41.435\n",
      "26.059\n",
      "BMS-707035\n",
      "102.64200000000001\n",
      "100.65\n",
      "107.396\n",
      "119.098\n",
      "93.682\n",
      "84.598\n",
      "BMS-754807\n",
      "3.8369999999999997\n",
      "6.625\n",
      "13.792\n",
      "33.181\n",
      "29.409000000000002\n",
      "33.705\n",
      "BMS-777607\n",
      "61.091\n",
      "68.264\n",
      "21.675\n",
      "82.31200000000001\n",
      "77.036\n",
      "65.842\n",
      "BMS-794833\n",
      "39.137\n",
      "38.605\n",
      "9.046\n",
      "96.185\n",
      "40.635999999999996\n",
      "17.99\n",
      "BMS-911543\n",
      "89.666\n",
      "80.911\n",
      "70.204\n",
      "66.51\n",
      "84.055\n",
      "61.483999999999995\n",
      "BP-1-102\n",
      "107.53399999999999\n",
      "107.77799999999999\n",
      "97.37\n",
      "38.78\n",
      "80.585\n",
      "97.984\n",
      "BRL-15572\n",
      "87.98200000000001\n",
      "65.301\n",
      "58.607\n",
      "119.084\n",
      "115.976\n",
      "112.19\n",
      "BS-181\n",
      "56.595\n",
      "73.09100000000001\n",
      "3.049\n",
      "54.402\n",
      "78.639\n",
      "61.967\n",
      "BS-194\n",
      "20.324\n",
      "45.276\n",
      "4.644\n",
      "48.72\n",
      "45.20399999999999\n",
      "50.347\n",
      "BTM-2C-dimer allyl oxime\n",
      "21.7\n",
      "29.285999999999998\n",
      "38.097\n",
      "83.055\n",
      "63.479\n",
      "55.227\n",
      "BTM-2C-dimer ketone\n",
      "35.114000000000004\n",
      "44.196999999999996\n",
      "38.66\n",
      "118.616\n",
      "67.173\n",
      "33.696999999999996\n",
      "BTZ-10526043\n",
      "88.22399999999999\n",
      "101.944\n",
      "92.62200000000001\n",
      "119.23100000000001\n",
      "107.13\n",
      "98.833\n",
      "BX-795\n",
      "6.325\n",
      "26.552\n",
      "5.603\n",
      "68.279\n",
      "47.14\n",
      "44.037\n",
      "BX-912\n",
      "4.9\n",
      "13.317\n",
      "16.898\n",
      "26.256999999999998\n",
      "27.003\n",
      "29.223000000000003\n",
      "BYL-719\n",
      "45.343999999999994\n",
      "47.998000000000005\n",
      "24.083000000000002\n",
      "61.281000000000006\n",
      "57.631\n",
      "51.89\n",
      "Bacitracin Zinc\n",
      "104.54\n",
      "105.296\n",
      "100.132\n",
      "114.944\n",
      "123.456\n",
      "115.713\n",
      "Bafetinib\n",
      "84.705\n",
      "95.05\n",
      "8.592\n",
      "78.736\n",
      "60.56399999999999\n",
      "57.706\n",
      "Bafilomycin A1\n",
      "10.63\n",
      "17.646\n",
      "11.04\n",
      "54.335\n",
      "37.305\n",
      "26.598000000000003\n",
      "Baicalein\n",
      "71.555\n",
      "78.819\n",
      "49.398\n",
      "124.23200000000001\n",
      "97.69\n",
      "82.945\n",
      "Baicalin\n",
      "91.429\n",
      "101.794\n",
      "52.788999999999994\n",
      "120.682\n",
      "104.959\n",
      "104.321\n",
      "Balofloxacin\n",
      "91.083\n",
      "98.825\n",
      "111.12100000000001\n",
      "91.617\n",
      "69.294\n",
      "79.498\n",
      "Balsalazide\n",
      "97.73299999999999\n",
      "110.22399999999999\n",
      "94.505\n",
      "105.38799999999999\n",
      "99.34200000000001\n",
      "113.16\n",
      "Banoxantrone\n",
      "70.42399999999999\n",
      "92.228\n",
      "41.231\n",
      "79.343\n",
      "71.671\n",
      "72.176\n",
      "Bardoxolone methyl\n",
      "69.192\n",
      "72.02\n",
      "28.15\n",
      "97.03200000000001\n",
      "92.115\n",
      "87.02600000000001\n",
      "Baricitinib\n",
      "70.79899999999999\n",
      "73.041\n",
      "77.57600000000001\n",
      "91.34899999999999\n",
      "58.318000000000005\n",
      "76.14399999999999\n",
      "Batimastat\n",
      "76.321\n",
      "81.717\n",
      "79.568\n",
      "78.643\n",
      "82.318\n",
      "73.984\n",
      "Bayer-18\n",
      "68.295\n",
      "81.85600000000001\n",
      "59.967\n",
      "105.426\n",
      "86.646\n",
      "91.23299999999999\n",
      "Bazedoxifene\n",
      "104.52799999999999\n",
      "108.521\n",
      "101.723\n",
      "113.869\n",
      "108.35700000000001\n",
      "105.288\n",
      "Belinostat\n",
      "6.982\n",
      "25.084\n",
      "14.196\n",
      "20.173\n",
      "8.633\n",
      "17.39\n",
      "Benazepril\n",
      "6.781000000000001\n",
      "6.6979999999999995\n",
      "5.2860000000000005\n",
      "65.291\n",
      "68.046\n",
      "80.611\n",
      "Bendamustine\n",
      "98.235\n",
      "114.31299999999999\n",
      "81.075\n",
      "103.947\n",
      "98.691\n",
      "101.87100000000001\n",
      "Benserazide\n",
      "94.48700000000001\n",
      "88.402\n",
      "92.531\n",
      "98.90100000000001\n",
      "83.15\n",
      "92.60600000000001\n",
      "Benzamil\n",
      "100.288\n",
      "112.831\n",
      "111.387\n",
      "108.92200000000001\n",
      "109.19\n",
      "89.65\n",
      "Berberine\n",
      "47.62\n",
      "7.1160000000000005\n",
      "39.424\n",
      "56.73\n",
      "41.716\n",
      "57.18\n",
      "Bergenin\n",
      "109.383\n",
      "104.71\n",
      "83.32600000000001\n",
      "109.03200000000001\n",
      "95.118\n",
      "79.95\n",
      "Betaine hydrochloride\n",
      "100.82700000000001\n",
      "94.12899999999999\n",
      "89.08\n",
      "77.997\n",
      "102.05799999999999\n",
      "92.728\n",
      "Betamethasone\n",
      "107.93799999999999\n",
      "93.646\n",
      "80.363\n",
      "119.74600000000001\n",
      "83.837\n",
      "88.76100000000001\n",
      "Betamethasone dipropionate\n",
      "91.95\n",
      "95.71700000000001\n",
      "81.737\n",
      "100.021\n",
      "69.245\n",
      "73.043\n",
      "Betanin\n",
      "112.51\n",
      "102.559\n",
      "101.785\n",
      "122.37\n",
      "106.162\n",
      "118.292\n",
      "Betaxolol\n",
      "99.17\n",
      "102.13600000000001\n",
      "96.475\n",
      "85.456\n",
      "96.204\n",
      "84.586\n",
      "Bethanechol chloride\n",
      "100.412\n",
      "99.80799999999999\n",
      "101.43799999999999\n",
      "88.587\n",
      "92.635\n",
      "91.556\n",
      "Betulinic acid\n",
      "89.43299999999999\n",
      "100.068\n",
      "96.777\n",
      "89.92200000000001\n",
      "95.833\n",
      "105.831\n",
      "Bexarotene\n",
      "92.08200000000001\n",
      "85.961\n",
      "80.572\n",
      "80.13600000000001\n",
      "102.723\n",
      "101.083\n",
      "Biapenem\n",
      "92.863\n",
      "100.617\n",
      "101.456\n",
      "105.385\n",
      "99.29299999999999\n",
      "110.641\n",
      "Bicalutamide\n",
      "35.105\n",
      "47.043\n",
      "27.511999999999997\n",
      "96.089\n",
      "28.984\n",
      "8.097999999999999\n",
      "Bilobalide\n",
      "118.454\n",
      "91.212\n",
      "95.522\n",
      "112.26899999999999\n",
      "106.734\n",
      "90.09700000000001\n",
      "Bimatoprost\n",
      "108.725\n",
      "98.45299999999999\n",
      "99.525\n",
      "122.064\n",
      "74.163\n",
      "69.744\n",
      "Bindarit\n",
      "114.645\n",
      "112.84100000000001\n",
      "98.573\n",
      "121.625\n",
      "102.34\n",
      "101.012\n",
      "Biochanin A\n",
      "90.66799999999999\n",
      "93.806\n",
      "91.478\n",
      "128.219\n",
      "100.97399999999999\n",
      "96.898\n",
      "Bioymifi\n",
      "84.448\n",
      "93.109\n",
      "57.45399999999999\n",
      "112.87\n",
      "91.48700000000001\n",
      "94.992\n",
      "Biperiden\n",
      "95.384\n",
      "111.00399999999999\n",
      "103.079\n",
      "119.054\n",
      "101.509\n",
      "117.583\n",
      "Birinapant\n",
      "107.235\n",
      "90.12299999999999\n",
      "47.025\n",
      "102.93\n",
      "53.136\n",
      "49.052\n",
      "Bisoprolol\n",
      "99.27\n",
      "96.309\n",
      "97.73200000000001\n",
      "92.06299999999999\n",
      "96.559\n",
      "80.292\n",
      "Bleomycin sulfate\n",
      "38.709\n",
      "52.8\n",
      "47.747\n",
      "38.632\n",
      "27.965\n",
      "36.855\n",
      "Bortezomib\n",
      "3.405\n",
      "5.441\n",
      "4.265\n",
      "4.739\n",
      "3.492\n",
      "2.562\n",
      "Bosutinib\n",
      "49.019\n",
      "56.214\n",
      "8.321\n",
      "65.156\n",
      "45.559\n",
      "36.107\n",
      "Brivanib\n",
      "49.715\n",
      "66.93\n",
      "9.199\n",
      "115.163\n",
      "69.117\n",
      "68.54899999999999\n",
      "Brivudine\n",
      "100.661\n",
      "112.617\n",
      "103.027\n",
      "47.481\n",
      "93.194\n",
      "104.6\n",
      "Bromhexine hydrochloride\n",
      "98.59299999999999\n",
      "108.285\n",
      "94.647\n",
      "91.516\n",
      "95.711\n",
      "90.79\n",
      "Budesonide\n",
      "100.569\n",
      "97.802\n",
      "35.253\n",
      "110.963\n",
      "60.103\n",
      "54.843999999999994\n",
      "Bufexamac\n",
      "95.583\n",
      "97.274\n",
      "61.988\n",
      "78.471\n",
      "94.32600000000001\n",
      "86.845\n",
      "Buflomedil hydrochloride\n",
      "98.23899999999999\n",
      "95.62799999999999\n",
      "94.34700000000001\n",
      "97.889\n",
      "83.7\n",
      "88.65100000000001\n",
      "Bumetanide\n",
      "100.015\n",
      "105.38\n",
      "97.38600000000001\n",
      "120.404\n",
      "98.044\n",
      "106.102\n",
      "Bupropion hydrochloride\n",
      "117.561\n",
      "112.738\n",
      "53.99\n",
      "95.23100000000001\n",
      "86.69200000000001\n",
      "100.025\n",
      "Busulfan\n",
      "66.743\n",
      "86.324\n",
      "39.424\n",
      "109.35700000000001\n",
      "97.023\n",
      "93.249\n",
      "Buthionine sulphoximine\n",
      "81.911\n",
      "98.206\n",
      "103.353\n",
      "82.15100000000001\n",
      "95.206\n",
      "92.99700000000001\n",
      "Butoconazole nitrate\n",
      "62.683\n",
      "66.51100000000001\n",
      "23.881\n",
      "114.40899999999999\n",
      "94.516\n",
      "81.558\n",
      "Butylscopolamine bromide\n",
      "98.04899999999999\n",
      "103.906\n",
      "102.146\n",
      "93.24799999999999\n",
      "92.777\n",
      "81.334\n",
      "C-188-9\n",
      "84.75299999999999\n",
      "82.74600000000001\n",
      "44.678000000000004\n",
      "91.375\n",
      "83.68299999999999\n",
      "71.04\n",
      "C-75\n",
      "96.088\n",
      "99.189\n",
      "87.839\n",
      "94.001\n",
      "91.469\n",
      "105.054\n",
      "C.I. 1040\n",
      "60.36\n",
      "63.051\n",
      "31.274\n",
      "36.442\n",
      "93.154\n",
      "87.28299999999999\n",
      "CA-074 Me\n",
      "35.233000000000004\n",
      "55.223\n",
      "95.509\n",
      "96.986\n",
      "41.486000000000004\n",
      "45.724\n",
      "CAA0225\n",
      "79.161\n",
      "74.388\n",
      "88.352\n",
      "101.634\n",
      "85.52799999999999\n",
      "74.241\n",
      "CAL-101\n",
      "75.736\n",
      "73.697\n",
      "51.787\n",
      "60.205\n",
      "70.571\n",
      "66.983\n",
      "CAP-232\n",
      "95.916\n",
      "100.63600000000001\n",
      "96.009\n",
      "109.171\n",
      "89.348\n",
      "43.178000000000004\n",
      "CASIN\n",
      "80.76899999999999\n",
      "81.406\n",
      "5.853\n",
      "72.892\n",
      "51.388000000000005\n",
      "40.005\n",
      "CAY10505\n",
      "104.279\n",
      "97.35600000000001\n",
      "57.206\n",
      "77.865\n",
      "96.884\n",
      "88.48100000000001\n",
      "CAY10581\n",
      "7.112\n",
      "5.959\n",
      "5.638999999999999\n",
      "7.5089999999999995\n",
      "6.465\n",
      "5.115\n",
      "CAY10626\n",
      "33.931\n",
      "35.479\n",
      "32.44\n",
      "21.678\n",
      "32.361\n",
      "27.775\n",
      "CC-401\n",
      "132.933\n",
      "88.27600000000001\n",
      "85.509\n",
      "86.99\n",
      "62.861000000000004\n",
      "83.14\n",
      "CCT-018159\n",
      "8.606\n",
      "8.937999999999999\n",
      "17.98\n",
      "94.37799999999999\n",
      "50.61600000000001\n",
      "56.603\n",
      "CCT-128930\n",
      "49.54\n",
      "47.623000000000005\n",
      "9.722000000000001\n",
      "73.72800000000001\n",
      "78.39\n",
      "73.582\n",
      "CCT-129202\n",
      "85.65700000000001\n",
      "82.24600000000001\n",
      "76.229\n",
      "108.48700000000001\n",
      "53.663999999999994\n",
      "55.795\n",
      "CCT-137690\n",
      "33.895\n",
      "9.259\n",
      "2.676\n",
      "52.821000000000005\n",
      "38.551\n",
      "64.777\n",
      "CCT-241533\n",
      "6.531000000000001\n",
      "24.701\n",
      "3.425\n",
      "68.77\n",
      "21.927\n",
      "36.851\n",
      "CDIBA\n",
      "107.56200000000001\n",
      "102.947\n",
      "63.87\n",
      "119.475\n",
      "105.085\n",
      "94.29799999999999\n",
      "CDK9 inhibitor\n",
      "67.873\n",
      "83.787\n",
      "60.641000000000005\n",
      "79.214\n",
      "96.255\n",
      "83.461\n",
      "CEP-33779\n",
      "72.719\n",
      "67.143\n",
      "84.06299999999999\n",
      "95.87200000000001\n",
      "54.003\n",
      "79.11399999999999\n",
      "CGI-1746\n",
      "90.689\n",
      "90.542\n",
      "81.652\n",
      "90.682\n",
      "99.898\n",
      "84.655\n",
      "CGP-60474\n",
      "31.39\n",
      "59.976000000000006\n",
      "4.321000000000001\n",
      "41.101000000000006\n",
      "43.428000000000004\n",
      "47.638000000000005\n",
      "CGS-21680\n",
      "118.522\n",
      "110.06\n",
      "94.51100000000001\n",
      "108.765\n",
      "97.59299999999999\n",
      "77.70100000000001\n",
      "CH-5132799\n",
      "61.861000000000004\n",
      "66.204\n",
      "41.218\n",
      "66.794\n",
      "61.851000000000006\n",
      "48.019\n",
      "CH-5424802\n",
      "82.62299999999999\n",
      "73.883\n",
      "47.657\n",
      "99.92399999999999\n",
      "67.865\n",
      "81.587\n",
      "CHIR-124\n",
      "17.314\n",
      "31.363000000000003\n",
      "12.002\n",
      "40.655\n",
      "44.391000000000005\n",
      "38.006\n",
      "CHIR-265\n",
      "29.741999999999997\n",
      "28.441\n",
      "34.516999999999996\n",
      "73.607\n",
      "49.903\n",
      "50.663999999999994\n",
      "CHS-828\n",
      "15.022\n",
      "40.632\n",
      "2.5780000000000003\n",
      "18.656\n",
      "15.274000000000001\n",
      "26.436999999999998\n",
      "CITCO\n",
      "92.12\n",
      "98.249\n",
      "90.875\n",
      "79.704\n",
      "95.596\n",
      "96.744\n",
      "CK59\n",
      "90.816\n",
      "73.123\n",
      "67.92699999999999\n",
      "116.49\n",
      "98.459\n",
      "85.34299999999999\n",
      "CL 82198\n",
      "93.244\n",
      "97.10700000000001\n",
      "86.24700000000001\n",
      "113.428\n",
      "86.581\n",
      "67.70100000000001\n",
      "CNF-2024\n",
      "6.622000000000001\n",
      "7.831\n",
      "11.743\n",
      "84.178\n",
      "53.606\n",
      "59.96\n",
      "CP-466722\n",
      "117.219\n",
      "76.691\n",
      "43.988\n",
      "36.541\n",
      "98.421\n",
      "80.68\n",
      "CP-673451\n",
      "38.228\n",
      "62.358999999999995\n",
      "28.96\n",
      "3.8160000000000003\n",
      "49.661\n",
      "37.873000000000005\n",
      "CP-724714\n",
      "64.703\n",
      "65.967\n",
      "21.574\n",
      "119.368\n",
      "89.54299999999999\n",
      "84.725\n",
      "CP-91149\n",
      "52.696000000000005\n",
      "79.722\n",
      "45.028999999999996\n",
      "69.22\n",
      "77.777\n",
      "79.14699999999999\n",
      "CPG-52364\n",
      "4.643\n",
      "8.056000000000001\n",
      "78.19\n",
      "49.07\n",
      "10.581\n",
      "6.922999999999999\n",
      "CPI-613\n",
      "87.00399999999999\n",
      "106.809\n",
      "72.296\n",
      "65.558\n",
      "56.309\n",
      "81.264\n",
      "CT-98014\n",
      "98.286\n",
      "100.139\n",
      "58.763999999999996\n",
      "34.625\n",
      "53.5\n",
      "49.95\n",
      "CT-99021\n",
      "30.605\n",
      "62.582\n",
      "30.645\n",
      "32.355\n",
      "81.362\n",
      "93.85\n",
      "CUDC-101\n",
      "4.223\n",
      "5.435\n",
      "4.441\n",
      "19.486\n",
      "6.507000000000001\n",
      "5.064\n",
      "CUDC-907\n",
      "4.005\n",
      "7.815\n",
      "9.138\n",
      "14.263\n",
      "6.731\n",
      "10.811\n",
      "CVT-6883\n",
      "100.259\n",
      "99.986\n",
      "95.435\n",
      "37.794000000000004\n",
      "101.212\n",
      "92.706\n",
      "CX-5461\n",
      "57.36\n",
      "78.127\n",
      "44.648999999999994\n",
      "86.63600000000001\n",
      "79.94800000000001\n",
      "60.386\n",
      "CX-6258\n",
      "54.924\n",
      "82.287\n",
      "61.336999999999996\n",
      "62.976000000000006\n",
      "67.057\n",
      "64.995\n",
      "CYC-116\n",
      "42.983999999999995\n",
      "60.303999999999995\n",
      "50.858999999999995\n",
      "39.489000000000004\n",
      "35.474000000000004\n",
      "24.713\n",
      "CYT387\n",
      "17.186\n",
      "22.073\n",
      "15.392999999999999\n",
      "74.635\n",
      "48.224\n",
      "51.159\n",
      "Cabazitaxel\n",
      "56.376000000000005\n",
      "66.47399999999999\n",
      "32.357\n",
      "42.448\n",
      "45.403999999999996\n",
      "37.876\n",
      "Cabozantinib\n",
      "22.414\n",
      "20.763\n",
      "12.805\n",
      "69.209\n",
      "21.81\n",
      "10.048\n",
      "Caffeic acid\n",
      "76.544\n",
      "93.87200000000001\n",
      "78.429\n",
      "98.663\n",
      "90.50299999999999\n",
      "70.233\n",
      "Caffeine, citrated\n",
      "104.881\n",
      "105.26899999999999\n",
      "99.43799999999999\n",
      "107.304\n",
      "102.193\n",
      "86.443\n",
      "Calcitriol\n",
      "41.481\n",
      "76.969\n",
      "64.164\n",
      "70.055\n",
      "35.01\n",
      "52.225\n",
      "Calcium folinate\n",
      "113.977\n",
      "97.666\n",
      "94.046\n",
      "136.02700000000002\n",
      "97.115\n",
      "105.13799999999999\n",
      "Calhex-231\n",
      "92.596\n",
      "86.995\n",
      "88.009\n",
      "45.608999999999995\n",
      "80.108\n",
      "74.92399999999999\n",
      "Calindol\n",
      "105.427\n",
      "85.575\n",
      "64.432\n",
      "85.721\n",
      "91.249\n",
      "101.921\n",
      "Calmidazolium chloride\n",
      "2.8510000000000004\n",
      "4.763\n",
      "2.9560000000000004\n",
      "89.991\n",
      "91.211\n",
      "82.491\n",
      "Calpeptin\n",
      "78.759\n",
      "85.035\n",
      "67.59\n",
      "81.99700000000001\n",
      "83.348\n",
      "79.637\n",
      "Camostat mesylate\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "108.522\n",
      "95.35799999999999\n",
      "97.066\n",
      "113.971\n",
      "104.29799999999999\n",
      "91.65\n",
      "Camptothecin\n",
      "7.49\n",
      "16.835\n",
      "36.192\n",
      "40.049\n",
      "35.494\n",
      "30.058000000000003\n",
      "Canagliflozin\n",
      "85.881\n",
      "83.59\n",
      "72.697\n",
      "116.296\n",
      "91.916\n",
      "83.16\n",
      "Canertinib\n",
      "82.82600000000001\n",
      "87.63799999999999\n",
      "22.112\n",
      "78.112\n",
      "87.575\n",
      "68.179\n",
      "Cantharidin\n",
      "6.792000000000001\n",
      "23.535999999999998\n",
      "4.345\n",
      "7.6979999999999995\n",
      "9.4\n",
      "8.495\n",
      "Capecitabine\n",
      "87.334\n",
      "89.302\n",
      "93.69200000000001\n",
      "73.881\n",
      "83.311\n",
      "74.705\n",
      "Capsaicin\n",
      "110.936\n",
      "93.556\n",
      "31.506\n",
      "89.47\n",
      "88.87899999999999\n",
      "74.683\n",
      "Carbazochrome sodium sulfonate\n",
      "92.876\n",
      "96.336\n",
      "96.714\n",
      "67.241\n",
      "99.751\n",
      "85.00299999999999\n",
      "Carbidopa\n",
      "97.09299999999999\n",
      "98.811\n",
      "91.95100000000001\n",
      "113.863\n",
      "92.046\n",
      "83.645\n",
      "Carboplatin\n",
      "106.43799999999999\n",
      "108.62\n",
      "87.501\n",
      "83.11399999999999\n",
      "102.429\n",
      "104.695\n",
      "Carboxyamidotriazole\n",
      "52.468999999999994\n",
      "65.485\n",
      "9.716000000000001\n",
      "104.27\n",
      "99.87899999999999\n",
      "53.544\n",
      "Cardiogenol\n",
      "91.44\n",
      "96.199\n",
      "89.74\n",
      "46.873000000000005\n",
      "90.12899999999999\n",
      "83.236\n",
      "Carfilzomib\n",
      "3.75\n",
      "5.479\n",
      "3.821\n",
      "6.837000000000001\n",
      "4.327\n",
      "2.762\n",
      "Carisoprodol\n",
      "109.338\n",
      "105.721\n",
      "103.35\n",
      "92.95299999999999\n",
      "97.454\n",
      "92.15100000000001\n",
      "Carmofur\n",
      "44.976000000000006\n",
      "68.93\n",
      "49.301\n",
      "33.576\n",
      "56.083\n",
      "58.567\n",
      "Carmustine\n",
      "100.59299999999999\n",
      "91.66799999999999\n",
      "61.724\n",
      "102.885\n",
      "101.012\n",
      "111.212\n",
      "Caroverine hydrochloride\n",
      "107.405\n",
      "98.98899999999999\n",
      "106.734\n",
      "131.525\n",
      "99.40299999999999\n",
      "68.133\n",
      "Carvedilol\n",
      "92.17399999999999\n",
      "97.441\n",
      "101.68\n",
      "96.848\n",
      "100.855\n",
      "92.696\n",
      "Cdk4/6 Inhibitor IV\n",
      "68.439\n",
      "86.988\n",
      "50.146\n",
      "70.502\n",
      "85.83200000000001\n",
      "76.892\n",
      "Cediranib\n",
      "22.555999999999997\n",
      "55.1\n",
      "7.282\n",
      "43.381\n",
      "19.849\n",
      "28.785999999999998\n",
      "Cefaclor\n",
      "108.512\n",
      "99.647\n",
      "103.625\n",
      "100.37899999999999\n",
      "100.272\n",
      "97.609\n",
      "Cefdinir\n",
      "105.249\n",
      "106.85\n",
      "105.43799999999999\n",
      "93.13\n",
      "105.568\n",
      "99.99700000000001\n",
      "Cefditoren pivoxil\n",
      "112.279\n",
      "108.931\n",
      "103.59700000000001\n",
      "127.215\n",
      "117.719\n",
      "98.788\n",
      "Cefoperazone sodium\n",
      "121.17200000000001\n",
      "103.70700000000001\n",
      "96.77799999999999\n",
      "118.874\n",
      "121.45\n",
      "106.446\n",
      "Cefoselis sulfate\n",
      "103.56\n",
      "102.16\n",
      "95.08\n",
      "75.388\n",
      "102.478\n",
      "101.98700000000001\n",
      "Cefprozil monohydrate\n",
      "107.398\n",
      "104.416\n",
      "102.507\n",
      "96.329\n",
      "105.985\n",
      "66.973\n",
      "Ceftiofur hydrochloride\n",
      "107.351\n",
      "109.749\n",
      "101.595\n",
      "18.736\n",
      "114.994\n",
      "81.892\n",
      "Celecoxib\n",
      "99.141\n",
      "80.236\n",
      "93.006\n",
      "91.42299999999999\n",
      "90.559\n",
      "81.991\n",
      "Cephalexin\n",
      "106.522\n",
      "107.07799999999999\n",
      "98.675\n",
      "93.225\n",
      "105.705\n",
      "95.499\n",
      "Cephalomannine\n",
      "47.507\n",
      "67.27199999999999\n",
      "35.634\n",
      "39.039\n",
      "44.04600000000001\n",
      "59.794\n",
      "Cephradine\n",
      "101.887\n",
      "103.531\n",
      "108.493\n",
      "107.99799999999999\n",
      "87.009\n",
      "84.47200000000001\n",
      "Cerulenin\n",
      "86.819\n",
      "73.553\n",
      "94.916\n",
      "94.15\n",
      "91.52799999999999\n",
      "92.194\n",
      "Cetirizine hydrochloride\n",
      "100.568\n",
      "103.126\n",
      "92.93799999999999\n",
      "109.25\n",
      "99.113\n",
      "98.914\n",
      "Chelerythrine chloride\n",
      "4.843999999999999\n",
      "5.071000000000001\n",
      "2.449\n",
      "5.496\n",
      "14.821\n",
      "23.476\n",
      "Chenodeoxycholic acid\n",
      "98.181\n",
      "103.59700000000001\n",
      "109.81299999999999\n",
      "73.73100000000001\n",
      "89.29\n",
      "100.07600000000001\n",
      "Chlorambucil\n",
      "106.64399999999999\n",
      "106.82799999999999\n",
      "87.557\n",
      "104.414\n",
      "105.882\n",
      "98.54799999999999\n",
      "Chloramphenicol\n",
      "101.55799999999999\n",
      "101.133\n",
      "96.65700000000001\n",
      "130.625\n",
      "105.82\n",
      "97.48899999999999\n",
      "Chloramphenicol palmitate\n",
      "108.706\n",
      "101.714\n",
      "99.527\n",
      "110.757\n",
      "108.17399999999999\n",
      "89.186\n",
      "Chlorhexidine\n",
      "34.137\n",
      "8.082\n",
      "26.693\n",
      "5.455\n",
      "74.928\n",
      "67.563\n",
      "Chlormethine\n",
      "97.57799999999999\n",
      "106.234\n",
      "59.273\n",
      "109.488\n",
      "106.78399999999999\n",
      "93.82700000000001\n",
      "Chlormezanone\n",
      "103.042\n",
      "100.37\n",
      "89.023\n",
      "115.07600000000001\n",
      "93.12\n",
      "88.023\n",
      "Chloropyramine hydrochloride\n",
      "105.15299999999999\n",
      "99.568\n",
      "94.304\n",
      "55.349\n",
      "89.15100000000001\n",
      "91.735\n",
      "Chloroquine\n",
      "95.31299999999999\n",
      "105.626\n",
      "93.436\n",
      "44.178000000000004\n",
      "74.31\n",
      "82.681\n",
      "Chlorothiazide\n",
      "111.571\n",
      "103.87899999999999\n",
      "95.87899999999999\n",
      "85.54\n",
      "92.59899999999999\n",
      "98.566\n",
      "Chloroxine\n",
      "16.264\n",
      "24.299\n",
      "5.18\n",
      "110.71600000000001\n",
      "97.37100000000001\n",
      "77.815\n",
      "Chlorphenamine maleate\n",
      "78.634\n",
      "93.51799999999999\n",
      "74.661\n",
      "57.01\n",
      "88.98\n",
      "70.65100000000001\n",
      "Chrysophanol\n",
      "92.816\n",
      "105.103\n",
      "44.251999999999995\n",
      "113.78299999999999\n",
      "109.866\n",
      "95.825\n",
      "Ciclopirox\n",
      "71.686\n",
      "60.911\n",
      "5.695\n",
      "62.141999999999996\n",
      "25.467\n",
      "20.553\n",
      "Cidofovir\n",
      "100.544\n",
      "94.59\n",
      "84.111\n",
      "103.291\n",
      "102.63600000000001\n",
      "124.152\n",
      "Cilliobrevin D\n",
      "91.012\n",
      "98.04\n",
      "74.367\n",
      "99.96799999999999\n",
      "98.633\n",
      "85.021\n",
      "Cilomilast\n",
      "101.632\n",
      "101.64200000000001\n",
      "105.77\n",
      "52.685\n",
      "97.307\n",
      "92.47399999999999\n",
      "Cilostazol\n",
      "112.869\n",
      "98.867\n",
      "97.29799999999999\n",
      "61.894\n",
      "89.255\n",
      "94.76799999999999\n",
      "Cinacalcet hydrochloride\n",
      "123.969\n",
      "91.521\n",
      "95.57799999999999\n",
      "103.23899999999999\n",
      "96.054\n",
      "87.65299999999999\n",
      "Cinchonidine\n",
      "94.029\n",
      "98.885\n",
      "37.613\n",
      "98.50299999999999\n",
      "83.176\n",
      "70.30199999999999\n",
      "Cinchonine dihydrochloride\n",
      "73.24\n",
      "74.399\n",
      "50.559\n",
      "80.42699999999999\n",
      "88.90100000000001\n",
      "88.756\n",
      "Ciprofibrate\n",
      "89.682\n",
      "93.369\n",
      "96.818\n",
      "89.64200000000001\n",
      "53.622\n",
      "48.628\n",
      "Ciprofloxacin\n",
      "115.06\n",
      "102.666\n",
      "91.37\n",
      "119.78299999999999\n",
      "113.95700000000001\n",
      "118.208\n",
      "Cisatracurium besylate\n",
      "87.54799999999999\n",
      "104.84700000000001\n",
      "100.34700000000001\n",
      "48.96\n",
      "89.41799999999999\n",
      "93.02600000000001\n",
      "Cisplatin\n",
      "106.07700000000001\n",
      "114.835\n",
      "95.823\n",
      "118.301\n",
      "114.22399999999999\n",
      "118.47200000000001\n",
      "Citalopram hydrobromide\n",
      "90.29299999999999\n",
      "90.60600000000001\n",
      "87.995\n",
      "88.531\n",
      "80.437\n",
      "82.197\n",
      "Cladribine\n",
      "48.66\n",
      "52.723\n",
      "19.425\n",
      "20.677\n",
      "34.333\n",
      "17.726\n",
      "Clarithromycin\n",
      "94.73\n",
      "94.48700000000001\n",
      "89.684\n",
      "110.544\n",
      "79.29899999999999\n",
      "80.765\n",
      "Clemastine fumarate\n",
      "95.929\n",
      "101.215\n",
      "79.006\n",
      "58.416000000000004\n",
      "88.12799999999999\n",
      "89.993\n",
      "Clevudine\n",
      "104.93700000000001\n",
      "107.046\n",
      "107.943\n",
      "108.391\n",
      "71.753\n",
      "89.051\n",
      "Clindamycin hydrochloride\n",
      "98.167\n",
      "100.495\n",
      "108.33200000000001\n",
      "111.869\n",
      "102.492\n",
      "97.432\n",
      "Clindamycin palmitate hydrochloride\n",
      "100.93299999999999\n",
      "111.256\n",
      "102.27799999999999\n",
      "97.492\n",
      "83.071\n",
      "76.074\n",
      "Clinofibrate\n",
      "112.303\n",
      "106.779\n",
      "95.49\n",
      "111.234\n",
      "100.49799999999999\n",
      "93.992\n",
      "Clobetasol propionate\n",
      "87.391\n",
      "89.53200000000001\n",
      "66.454\n",
      "110.566\n",
      "76.58800000000001\n",
      "72.92699999999999\n",
      "Clofarabine\n",
      "26.388\n",
      "56.373000000000005\n",
      "13.827\n",
      "32.378\n",
      "34.589\n",
      "14.46\n",
      "Clofibrate\n",
      "105.01100000000001\n",
      "102.11\n",
      "92.93\n",
      "114.581\n",
      "72.708\n",
      "55.856\n",
      "Clomifene citrate\n",
      "89.14\n",
      "99.822\n",
      "73.082\n",
      "105.661\n",
      "106.646\n",
      "82.28299999999999\n",
      "Clomipramine\n",
      "15.619000000000002\n",
      "31.123\n",
      "83.036\n",
      "18.983\n",
      "42.618\n",
      "31.732\n",
      "Clonidine\n",
      "101.462\n",
      "109.95200000000001\n",
      "88.113\n",
      "100.009\n",
      "100.25399999999999\n",
      "96.079\n",
      "Clopidogrel bisulfate\n",
      "104.48299999999999\n",
      "103.603\n",
      "105.51899999999999\n",
      "109.64200000000001\n",
      "105.728\n",
      "89.569\n",
      "Clorsulon\n",
      "109.822\n",
      "97.77799999999999\n",
      "96.309\n",
      "93.01700000000001\n",
      "100.58200000000001\n",
      "92.76899999999999\n",
      "Clotrimazole\n",
      "58.787\n",
      "59.221000000000004\n",
      "49.068000000000005\n",
      "90.33200000000001\n",
      "93.25399999999999\n",
      "71.171\n",
      "Clozapine\n",
      "110.525\n",
      "104.21799999999999\n",
      "98.521\n",
      "96.79299999999999\n",
      "84.99799999999999\n",
      "75.057\n",
      "Cobimetinib\n",
      "50.263999999999996\n",
      "69.48100000000001\n",
      "16.424\n",
      "36.911\n",
      "30.805\n",
      "44.341\n",
      "Colchicine\n",
      "32.095\n",
      "53.193000000000005\n",
      "31.686999999999998\n",
      "56.468999999999994\n",
      "28.746\n",
      "34.559\n",
      "Combretastatin A-4\n",
      "25.405\n",
      "48.346000000000004\n",
      "25.811999999999998\n",
      "47.812\n",
      "28.105\n",
      "33.047\n",
      "Compound 7\n",
      "70.321\n",
      "85.6\n",
      "45.951\n",
      "72.303\n",
      "63.607\n",
      "76.51899999999999\n",
      "Conivaptan hydrochloride\n",
      "85.179\n",
      "89.119\n",
      "70.064\n",
      "90.57600000000001\n",
      "96.56700000000001\n",
      "81.792\n",
      "Cordycepin\n",
      "93.37299999999999\n",
      "92.384\n",
      "95.941\n",
      "77.986\n",
      "77.472\n",
      "62.422\n",
      "Cortisone acetate\n",
      "95.385\n",
      "104.02600000000001\n",
      "106.555\n",
      "104.916\n",
      "99.806\n",
      "78.867\n",
      "Cortivazol\n",
      "51.121\n",
      "66.219\n",
      "9.765\n",
      "106.775\n",
      "74.736\n",
      "70.01899999999999\n",
      "Costunolide\n",
      "111.355\n",
      "102.186\n",
      "97.86399999999999\n",
      "107.531\n",
      "84.729\n",
      "83.488\n",
      "Crenolanib\n",
      "18.029\n",
      "28.311\n",
      "11.517999999999999\n",
      "25.171999999999997\n",
      "38.341\n",
      "39.364000000000004\n",
      "Crizotinib\n",
      "13.093\n",
      "16.047\n",
      "1.508\n",
      "47.971000000000004\n",
      "37.139\n",
      "26.357\n",
      "Crotamiton\n",
      "101.734\n",
      "101.089\n",
      "92.225\n",
      "70.955\n",
      "79.165\n",
      "83.12299999999999\n",
      "Cryptotanshinone\n",
      "92.684\n",
      "94.234\n",
      "103.02799999999999\n",
      "100.976\n",
      "104.152\n",
      "79.171\n",
      "Cucurbitacin I\n",
      "10.265\n",
      "21.195\n",
      "18.898\n",
      "20.778000000000002\n",
      "11.418\n",
      "21.796999999999997\n",
      "Curcumin\n",
      "17.45\n",
      "43.457\n",
      "3.6910000000000003\n",
      "75.105\n",
      "40.493\n",
      "10.943\n",
      "Curcumol\n",
      "102.39299999999999\n",
      "100.18\n",
      "72.03\n",
      "102.863\n",
      "83.928\n",
      "66.05\n",
      "Cutamesine hydrochloride\n",
      "92.589\n",
      "89.85700000000001\n",
      "83.56299999999999\n",
      "76.286\n",
      "79.41199999999999\n",
      "84.40899999999999\n",
      "Cyanein\n",
      "4.39\n",
      "12.390999999999998\n",
      "6.835\n",
      "45.168\n",
      "25.601999999999997\n",
      "17.18\n",
      "Cyclobenzaprine hydrochloride\n",
      "98.15100000000001\n",
      "100.723\n",
      "85.689\n",
      "84.975\n",
      "90.605\n",
      "81.13\n",
      "Cyclocytidine HCl\n",
      "47.126000000000005\n",
      "65.278\n",
      "21.168000000000003\n",
      "37.059\n",
      "42.989\n",
      "20.726999999999997\n",
      "Cyclopamine\n",
      "104.012\n",
      "96.184\n",
      "94.65700000000001\n",
      "97.895\n",
      "99.45700000000001\n",
      "100.145\n",
      "Cyclophosphamide\n",
      "106.04\n",
      "103.02\n",
      "64.119\n",
      "120.848\n",
      "104.897\n",
      "99.334\n",
      "Cyclosporine A\n",
      "97.65799999999999\n",
      "87.18799999999999\n",
      "76.20100000000001\n",
      "73.26100000000001\n",
      "86.928\n",
      "76.32300000000001\n",
      "Cyclovirobuxin D\n",
      "103.40700000000001\n",
      "103.39200000000001\n",
      "94.156\n",
      "75.24\n",
      "102.89200000000001\n",
      "94.75399999999999\n",
      "Cyprodime\n",
      "94.861\n",
      "106.792\n",
      "108.991\n",
      "87.671\n",
      "100.323\n",
      "102.634\n",
      "Cyproheptadine hydrochloride\n",
      "85.663\n",
      "82.113\n",
      "86.289\n",
      "60.751000000000005\n",
      "66.602\n",
      "65.74600000000001\n",
      "Cyproterone acetate\n",
      "84.846\n",
      "105.555\n",
      "104.477\n",
      "32.485\n",
      "63.943999999999996\n",
      "78.646\n",
      "Cytarabine\n",
      "46.876000000000005\n",
      "68.152\n",
      "14.248\n",
      "34.8\n",
      "29.364\n",
      "27.399\n",
      "Cytidine\n",
      "98.928\n",
      "107.303\n",
      "106.43700000000001\n",
      "122.189\n",
      "86.00399999999999\n",
      "79.203\n",
      "Cytisine\n",
      "79.314\n",
      "98.241\n",
      "103.50299999999999\n",
      "19.119\n",
      "43.408\n",
      "67.225\n",
      "D-106669\n",
      "50.199\n",
      "65.986\n",
      "35.571\n",
      "34.563\n",
      "48.44\n",
      "50.56100000000001\n",
      "D-159687\n",
      "95.63\n",
      "88.49600000000001\n",
      "55.258\n",
      "118.242\n",
      "99.744\n",
      "111.818\n",
      "D-4476\n",
      "96.772\n",
      "99.025\n",
      "96.55\n",
      "75.977\n",
      "95.42\n",
      "65.266\n",
      "D-Cycloserine\n",
      "112.975\n",
      "105.633\n",
      "100.9\n",
      "77.839\n",
      "108.711\n",
      "81.72800000000001\n",
      "D-NMAPPD\n",
      "103.90799999999999\n",
      "94.52600000000001\n",
      "91.529\n",
      "80.051\n",
      "100.266\n",
      "97.475\n",
      "DA-3003-1\n",
      "2.685\n",
      "3.1519999999999997\n",
      "1.6840000000000002\n",
      "6.4670000000000005\n",
      "2.0909999999999997\n",
      "2.585\n",
      "DCC-2036\n",
      "21.213\n",
      "37.864000000000004\n",
      "24.885\n",
      "43.783\n",
      "42.861000000000004\n",
      "24.315\n",
      "DE-096\n",
      "99.16799999999999\n",
      "94.15\n",
      "92.215\n",
      "115.37200000000001\n",
      "89.09200000000001\n",
      "86.516\n",
      "Dabigatran\n",
      "111.045\n",
      "103.229\n",
      "111.29\n",
      "98.273\n",
      "102.71\n",
      "98.44200000000001\n",
      "Dabrafenib\n",
      "105.47200000000001\n",
      "90.073\n",
      "42.576\n",
      "38.591\n",
      "85.89299999999999\n",
      "75.009\n",
      "Dacarbazine\n",
      "107.367\n",
      "94.52799999999999\n",
      "52.983999999999995\n",
      "119.149\n",
      "87.208\n",
      "102.369\n",
      "Dacinostat\n",
      "3.833\n",
      "6.147\n",
      "4.125\n",
      "9.796\n",
      "4.515\n",
      "4.504\n",
      "Daclatasvir dihydrochloride\n",
      "87.115\n",
      "87.791\n",
      "46.75\n",
      "72.314\n",
      "86.691\n",
      "95.29299999999999\n",
      "Dacomitinib\n",
      "79.383\n",
      "59.358000000000004\n",
      "29.434\n",
      "94.126\n",
      "75.017\n",
      "53.821999999999996\n",
      "Daidzin\n",
      "99.074\n",
      "94.29\n",
      "83.46799999999999\n",
      "109.666\n",
      "107.35600000000001\n",
      "113.322\n",
      "Dalcetrapib\n",
      "99.43299999999999\n",
      "94.272\n",
      "91.631\n",
      "92.84299999999999\n",
      "99.208\n",
      "87.47200000000001\n",
      "Daminozide\n",
      "119.756\n",
      "104.005\n",
      "90.755\n",
      "50.88\n",
      "97.913\n",
      "93.69\n",
      "Danoprevir\n",
      "92.22\n",
      "89.647\n",
      "62.728\n",
      "124.02799999999999\n",
      "106.98299999999999\n",
      "82.81700000000001\n",
      "Danusertib\n",
      "5.13\n",
      "9.708\n",
      "33.561\n",
      "20.916\n",
      "29.075\n",
      "16.468\n",
      "Dapagliflozin\n",
      "90.366\n",
      "105.399\n",
      "103.095\n",
      "128.612\n",
      "73.60600000000001\n",
      "83.791\n",
      "Daphnetin\n",
      "73.236\n",
      "94.63799999999999\n",
      "98.95\n",
      "125.991\n",
      "83.45\n",
      "53.545\n",
      "Daporinad\n",
      "22.688000000000002\n",
      "80.262\n",
      "0.9\n",
      "18.988\n",
      "24.182\n",
      "35.283\n",
      "Dapoxetine hydrochloride\n",
      "75.994\n",
      "90.20299999999999\n",
      "39.067\n",
      "78.729\n",
      "78.97800000000001\n",
      "65.661\n",
      "Daptomycin\n",
      "104.609\n",
      "105.01100000000001\n",
      "103.387\n",
      "98.257\n",
      "104.819\n",
      "105.211\n",
      "Darunavir\n",
      "94.912\n",
      "93.96700000000001\n",
      "100.31200000000001\n",
      "105.76299999999999\n",
      "93.663\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "84.865\n",
      "Dasatinib\n",
      "42.273999999999994\n",
      "40.165\n",
      "4.86\n",
      "44.57899999999999\n",
      "34.249\n",
      "18.101\n",
      "Daunorubicin\n",
      "9.543\n",
      "30.171999999999997\n",
      "6.565\n",
      "8.92\n",
      "14.083\n",
      "7.5120000000000005\n",
      "Deacetyl cortivazol\n",
      "33.419000000000004\n",
      "61.488\n",
      "10.464\n",
      "111.505\n",
      "77.696\n",
      "67.656\n",
      "Decitabine\n",
      "100.029\n",
      "97.065\n",
      "37.323\n",
      "91.165\n",
      "97.25299999999999\n",
      "86.525\n",
      "Deferasirox\n",
      "43.268\n",
      "42.636\n",
      "10.318\n",
      "105.275\n",
      "67.387\n",
      "56.593\n",
      "Deflazacort\n",
      "111.89200000000001\n",
      "107.954\n",
      "86.90299999999999\n",
      "122.551\n",
      "83.315\n",
      "76.388\n",
      "Degrasyn\n",
      "7.752999999999999\n",
      "13.995\n",
      "5.153\n",
      "16.715999999999998\n",
      "19.053\n",
      "13.193\n",
      "Deguelin\n",
      "10.694\n",
      "5.797999999999999\n",
      "24.296999999999997\n",
      "49.895\n",
      "99.426\n",
      "89.228\n",
      "Dehydroepiandrosterone\n",
      "89.68799999999999\n",
      "88.82799999999999\n",
      "77.13600000000001\n",
      "107.63799999999999\n",
      "80.79899999999999\n",
      "72.634\n",
      "Delanzomib\n",
      "4.635\n",
      "17.169\n",
      "2.6689999999999996\n",
      "22.866999999999997\n",
      "6.513999999999999\n",
      "3.9210000000000003\n",
      "Demecolcine\n",
      "31.399\n",
      "46.957\n",
      "31.796999999999997\n",
      "58.016999999999996\n",
      "34.168\n",
      "34.24\n",
      "Desonide\n",
      "115.956\n",
      "105.979\n",
      "73.449\n",
      "123.87700000000001\n",
      "91.759\n",
      "79.641\n",
      "Dexamethasone valerate\n",
      "93.515\n",
      "93.354\n",
      "83.882\n",
      "114.141\n",
      "76.505\n",
      "75.994\n",
      "Dexrazoxane hydrochloride\n",
      "75.161\n",
      "84.926\n",
      "46.196999999999996\n",
      "77.47\n",
      "60.805\n",
      "53.766000000000005\n",
      "Dextromethorphan hydrobromide\n",
      "95.147\n",
      "93.208\n",
      "100.94200000000001\n",
      "46.117\n",
      "91.698\n",
      "93.06\n",
      "Diclazuril\n",
      "92.81\n",
      "70.089\n",
      "60.388999999999996\n",
      "125.86200000000001\n",
      "23.391\n",
      "83.016\n",
      "Diclofenac sodium\n",
      "106.572\n",
      "97.167\n",
      "93.37\n",
      "80.006\n",
      "67.59\n",
      "81.976\n",
      "Diclofenamide\n",
      "109.18700000000001\n",
      "104.012\n",
      "96.791\n",
      "109.89399999999999\n",
      "110.845\n",
      "91.93700000000001\n",
      "Diclofensine\n",
      "92.131\n",
      "94.956\n",
      "56.888000000000005\n",
      "103.139\n",
      "59.92\n",
      "52.373000000000005\n",
      "Dienestrol\n",
      "72.02\n",
      "87.291\n",
      "49.31\n",
      "74.266\n",
      "89.62799999999999\n",
      "74.96\n",
      "Dienogest\n",
      "88.134\n",
      "93.925\n",
      "86.33200000000001\n",
      "106.936\n",
      "105.691\n",
      "107.906\n",
      "Diethylstilbestrol\n",
      "6.832000000000001\n",
      "68.153\n",
      "41.184\n",
      "63.071999999999996\n",
      "71.982\n",
      "74.714\n",
      "Digoxin\n",
      "11.219000000000001\n",
      "20.551\n",
      "97.266\n",
      "26.363000000000003\n",
      "21.412\n",
      "10.667\n",
      "Dihydromyricetin\n",
      "111.021\n",
      "91.491\n",
      "88.586\n",
      "102.29700000000001\n",
      "102.0\n",
      "101.045\n",
      "Diindolylmethane\n",
      "43.568999999999996\n",
      "64.949\n",
      "57.835\n",
      "19.976\n",
      "62.181000000000004\n",
      "53.911\n",
      "Diltiazem hydrochloride\n",
      "112.04899999999999\n",
      "106.738\n",
      "92.336\n",
      "106.554\n",
      "102.506\n",
      "91.781\n",
      "Dimethyl fumarate\n",
      "82.714\n",
      "75.855\n",
      "37.676\n",
      "130.342\n",
      "96.281\n",
      "89.04799999999999\n",
      "Dinaciclib\n",
      "19.467\n",
      "38.095\n",
      "2.963\n",
      "47.863\n",
      "39.842\n",
      "48.711999999999996\n",
      "Dinoprostone\n",
      "87.81\n",
      "91.679\n",
      "94.21\n",
      "117.575\n",
      "74.437\n",
      "74.943\n",
      "Dioscin\n",
      "4.982\n",
      "5.968\n",
      "4.925\n",
      "103.251\n",
      "88.779\n",
      "91.675\n",
      "Diosgenin\n",
      "100.476\n",
      "104.819\n",
      "100.345\n",
      "124.97399999999999\n",
      "108.87799999999999\n",
      "96.208\n",
      "Diosmin\n",
      "114.39200000000001\n",
      "99.506\n",
      "87.475\n",
      "118.829\n",
      "115.381\n",
      "116.81700000000001\n",
      "Diphenhydramine hydrochloride\n",
      "110.76700000000001\n",
      "108.675\n",
      "100.72399999999999\n",
      "40.18\n",
      "76.344\n",
      "55.425\n",
      "Dipyridamole\n",
      "67.601\n",
      "64.753\n",
      "32.986\n",
      "82.305\n",
      "96.47200000000001\n",
      "90.4\n",
      "Disufenton sodium\n",
      "106.383\n",
      "97.18\n",
      "100.455\n",
      "109.96600000000001\n",
      "107.132\n",
      "96.52799999999999\n",
      "Disulfiram\n",
      "15.084000000000001\n",
      "46.684\n",
      "3.213\n",
      "4.071000000000001\n",
      "4.016\n",
      "53.361000000000004\n",
      "Dobutamine\n",
      "44.586999999999996\n",
      "74.105\n",
      "87.773\n",
      "81.969\n",
      "89.595\n",
      "66.949\n",
      "Docetaxel\n",
      "56.042\n",
      "68.49600000000001\n",
      "34.597\n",
      "51.339\n",
      "53.941\n",
      "66.811\n",
      "Docosanol\n",
      "97.59200000000001\n",
      "101.69200000000001\n",
      "103.14399999999999\n",
      "93.01299999999999\n",
      "99.009\n",
      "90.264\n",
      "Dofetilide\n",
      "98.79899999999999\n",
      "101.06299999999999\n",
      "53.324\n",
      "107.22200000000001\n",
      "100.92399999999999\n",
      "91.50399999999999\n",
      "Dolutegravir\n",
      "92.32600000000001\n",
      "70.084\n",
      "63.495\n",
      "128.769\n",
      "101.905\n",
      "108.693\n",
      "Domperidone\n",
      "111.57799999999999\n",
      "98.637\n",
      "66.118\n",
      "110.26\n",
      "81.44800000000001\n",
      "79.666\n",
      "Dopamine HCl\n",
      "97.10600000000001\n",
      "99.664\n",
      "98.803\n",
      "103.376\n",
      "92.38\n",
      "76.73899999999999\n",
      "Doramapimod\n",
      "83.626\n",
      "95.68799999999999\n",
      "60.504\n",
      "43.714\n",
      "97.579\n",
      "86.59200000000001\n",
      "Doripenem\n",
      "101.345\n",
      "100.119\n",
      "95.40799999999999\n",
      "117.366\n",
      "103.507\n",
      "96.41799999999999\n",
      "Dorsomorphin\n",
      "20.01\n",
      "40.766\n",
      "5.682\n",
      "18.215\n",
      "35.16\n",
      "20.014\n",
      "Dorzolamide hydrochloride\n",
      "96.34299999999999\n",
      "100.65700000000001\n",
      "103.60600000000001\n",
      "95.88799999999999\n",
      "95.59899999999999\n",
      "91.88600000000001\n",
      "Double JS-K\n",
      "10.177999999999999\n",
      "79.153\n",
      "73.426\n",
      "103.734\n",
      "107.103\n",
      "95.35700000000001\n",
      "Dovitinib\n",
      "31.693\n",
      "44.43899999999999\n",
      "4.49\n",
      "54.53\n",
      "45.765\n",
      "50.191\n",
      "Doxazosin mesylate\n",
      "83.061\n",
      "91.689\n",
      "42.152\n",
      "103.975\n",
      "102.305\n",
      "107.194\n",
      "Doxifluridine\n",
      "52.943000000000005\n",
      "81.232\n",
      "86.635\n",
      "65.429\n",
      "56.635\n",
      "44.867\n",
      "Doxorubicin\n",
      "9.967\n",
      "27.471\n",
      "4.0889999999999995\n",
      "11.395999999999999\n",
      "20.566999999999997\n",
      "33.093\n",
      "Doxycycline\n",
      "99.92200000000001\n",
      "84.84\n",
      "72.977\n",
      "54.57\n",
      "85.48\n",
      "83.9\n",
      "Dronedarone\n",
      "38.773\n",
      "86.165\n",
      "6.6770000000000005\n",
      "95.84700000000001\n",
      "84.07700000000001\n",
      "50.641000000000005\n",
      "Drospirenone\n",
      "84.94200000000001\n",
      "87.617\n",
      "92.436\n",
      "64.112\n",
      "40.944\n",
      "34.349000000000004\n",
      "Droxinostat\n",
      "68.66\n",
      "83.295\n",
      "36.494\n",
      "30.065\n",
      "65.7\n",
      "65.646\n",
      "Duloxetine hydrochloride\n",
      "59.851000000000006\n",
      "75.63600000000001\n",
      "94.941\n",
      "81.965\n",
      "74.005\n",
      "62.593999999999994\n",
      "Dutasteride\n",
      "105.954\n",
      "95.057\n",
      "95.67\n",
      "70.203\n",
      "88.755\n",
      "81.685\n",
      "Dyphylline\n",
      "105.046\n",
      "99.632\n",
      "106.182\n",
      "51.647\n",
      "96.45700000000001\n",
      "84.758\n",
      "E-7010\n",
      "27.375999999999998\n",
      "39.514\n",
      "22.793000000000003\n",
      "31.131\n",
      "21.604\n",
      "27.45\n",
      "E5555\n",
      "54.166000000000004\n",
      "82.615\n",
      "17.437\n",
      "104.787\n",
      "101.596\n",
      "77.906\n",
      "EBPC\n",
      "103.7\n",
      "101.686\n",
      "98.556\n",
      "109.162\n",
      "103.939\n",
      "85.471\n",
      "EMD-1214063\n",
      "100.585\n",
      "101.25\n",
      "6.212999999999999\n",
      "18.198\n",
      "89.536\n",
      "75.541\n",
      "ENMD-981693\n",
      "3.9189999999999996\n",
      "6.2860000000000005\n",
      "3.1489999999999996\n",
      "15.675\n",
      "7.541\n",
      "7.507000000000001\n",
      "EO-1428\n",
      "63.218\n",
      "71.495\n",
      "31.793000000000003\n",
      "109.49700000000001\n",
      "97.228\n",
      "70.62899999999999\n",
      "EX-527\n",
      "91.693\n",
      "91.288\n",
      "73.426\n",
      "75.337\n",
      "83.086\n",
      "62.157\n",
      "Ecdysone\n",
      "103.801\n",
      "105.79799999999999\n",
      "107.051\n",
      "111.329\n",
      "103.345\n",
      "97.735\n",
      "Echinomycin\n",
      "13.793\n",
      "29.798000000000002\n",
      "5.315\n",
      "13.982999999999999\n",
      "24.158\n",
      "21.291\n",
      "Econazole nitrate\n",
      "73.113\n",
      "81.774\n",
      "45.41\n",
      "53.527\n",
      "84.97200000000001\n",
      "73.48899999999999\n",
      "Edaravone\n",
      "99.73\n",
      "90.95700000000001\n",
      "94.66\n",
      "107.939\n",
      "101.48899999999999\n",
      "83.431\n",
      "Eeyarestatin I\n",
      "10.02\n",
      "67.248\n",
      "10.436\n",
      "63.492\n",
      "75.704\n",
      "62.203\n",
      "Efavirenz\n",
      "68.705\n",
      "74.889\n",
      "41.222\n",
      "57.016999999999996\n",
      "90.573\n",
      "87.43299999999999\n",
      "Eflornithine Hydrochloride\n",
      "88.787\n",
      "95.586\n",
      "82.04299999999999\n",
      "99.428\n",
      "76.311\n",
      "76.561\n",
      "Elacridar\n",
      "86.641\n",
      "87.93799999999999\n",
      "77.678\n",
      "135.907\n",
      "112.77\n",
      "122.06299999999999\n",
      "Elactocin\n",
      "52.044\n",
      "103.705\n",
      "103.928\n",
      "72.63600000000001\n",
      "117.913\n",
      "71.7\n",
      "Eliprodil\n",
      "93.15\n",
      "99.2\n",
      "83.667\n",
      "66.767\n",
      "96.84200000000001\n",
      "95.397\n",
      "Ellagic acid\n",
      "107.161\n",
      "105.43799999999999\n",
      "92.48899999999999\n",
      "101.98200000000001\n",
      "102.34299999999999\n",
      "89.82700000000001\n",
      "Eltrombopag\n",
      "73.916\n",
      "83.204\n",
      "100.208\n",
      "106.647\n",
      "101.102\n",
      "104.406\n",
      "Elvitegravir\n",
      "50.248999999999995\n",
      "50.43600000000001\n",
      "31.581999999999997\n",
      "118.602\n",
      "77.197\n",
      "78.546\n",
      "Embelin\n",
      "115.52\n",
      "98.26\n",
      "58.873999999999995\n",
      "55.57\n",
      "57.658\n",
      "68.248\n",
      "Emetine\n",
      "13.453\n",
      "26.183000000000003\n",
      "9.738\n",
      "12.079\n",
      "19.77\n",
      "5.361000000000001\n",
      "Emodin\n",
      "109.975\n",
      "92.801\n",
      "86.729\n",
      "109.73299999999999\n",
      "105.12799999999999\n",
      "96.319\n",
      "Emricasan\n",
      "47.375\n",
      "94.20299999999999\n",
      "98.854\n",
      "106.694\n",
      "69.539\n",
      "76.46300000000001\n",
      "Emtricitabine\n",
      "99.848\n",
      "102.081\n",
      "107.459\n",
      "89.68799999999999\n",
      "99.63600000000001\n",
      "103.515\n",
      "Enalapril maleate\n",
      "107.405\n",
      "106.463\n",
      "104.992\n",
      "110.72\n",
      "106.184\n",
      "98.691\n",
      "Endoxifen\n",
      "76.932\n",
      "80.41199999999999\n",
      "30.639\n",
      "74.628\n",
      "89.545\n",
      "68.015\n",
      "Englerin A\n",
      "16.75\n",
      "56.479\n",
      "6.371\n",
      "45.13399999999999\n",
      "38.174\n",
      "83.59\n",
      "Enoxacin\n",
      "97.35600000000001\n",
      "98.87299999999999\n",
      "90.27600000000001\n",
      "53.036\n",
      "100.912\n",
      "90.88600000000001\n",
      "Enoxolone\n",
      "103.53\n",
      "91.95299999999999\n",
      "55.27\n",
      "107.54\n",
      "105.265\n",
      "76.544\n",
      "Entecavir\n",
      "54.433\n",
      "70.628\n",
      "35.16\n",
      "122.455\n",
      "53.358999999999995\n",
      "79.14399999999999\n",
      "Entinostat\n",
      "9.706\n",
      "32.461999999999996\n",
      "32.135999999999996\n",
      "8.286\n",
      "17.749000000000002\n",
      "19.205\n",
      "Enzastaurin\n",
      "77.81\n",
      "80.34\n",
      "32.501999999999995\n",
      "100.331\n",
      "57.247\n",
      "63.631\n",
      "Epalrestat\n",
      "103.76299999999999\n",
      "97.04700000000001\n",
      "92.197\n",
      "116.89399999999999\n",
      "99.90799999999999\n",
      "91.148\n",
      "Epinephrine\n",
      "91.958\n",
      "85.906\n",
      "91.38799999999999\n",
      "93.46\n",
      "79.745\n",
      "76.58\n",
      "Epirubicin hydrochloride\n",
      "8.207\n",
      "24.601\n",
      "3.266\n",
      "14.162\n",
      "22.546\n",
      "27.505\n",
      "Eplerenone\n",
      "110.926\n",
      "107.477\n",
      "111.494\n",
      "112.663\n",
      "90.05\n",
      "82.991\n",
      "Epothilone A\n",
      "54.504\n",
      "64.43\n",
      "40.265\n",
      "45.348\n",
      "55.777\n",
      "55.806000000000004\n",
      "Epothilone B\n",
      "59.91\n",
      "70.572\n",
      "37.125\n",
      "52.494\n",
      "56.661\n",
      "59.915\n",
      "Eprosartan mesylate\n",
      "107.601\n",
      "109.103\n",
      "107.179\n",
      "107.23200000000001\n",
      "93.524\n",
      "93.975\n",
      "Erdosteine\n",
      "118.87100000000001\n",
      "113.164\n",
      "111.689\n",
      "125.72\n",
      "110.78299999999999\n",
      "77.611\n",
      "Ergosterol\n",
      "118.84100000000001\n",
      "106.902\n",
      "95.31700000000001\n",
      "58.31100000000001\n",
      "110.814\n",
      "92.605\n",
      "Erlotinib hydrochloride\n",
      "37.583\n",
      "47.031000000000006\n",
      "0.046\n",
      "29.608\n",
      "26.388\n",
      "45.806000000000004\n",
      "Erteberel\n",
      "59.495\n",
      "63.76\n",
      "47.156000000000006\n",
      "66.279\n",
      "69.712\n",
      "84.916\n",
      "Erythromycin\n",
      "108.189\n",
      "97.21\n",
      "58.457\n",
      "87.463\n",
      "90.98100000000001\n",
      "95.21700000000001\n",
      "Esomeprazole magnesium\n",
      "77.122\n",
      "76.577\n",
      "72.12899999999999\n",
      "87.535\n",
      "81.396\n",
      "57.532\n",
      "Estetrol\n",
      "106.56\n",
      "108.40899999999999\n",
      "97.78\n",
      "113.77\n",
      "106.676\n",
      "119.12899999999999\n",
      "Estramustine phosphate sodium\n",
      "109.962\n",
      "114.541\n",
      "87.21\n",
      "122.801\n",
      "111.257\n",
      "125.31700000000001\n",
      "Estriol\n",
      "99.573\n",
      "97.42399999999999\n",
      "98.38600000000001\n",
      "43.29\n",
      "94.397\n",
      "71.057\n",
      "Estrone\n",
      "83.87899999999999\n",
      "85.346\n",
      "80.72399999999999\n",
      "89.323\n",
      "91.675\n",
      "85.45200000000001\n",
      "Eszopiclone\n",
      "114.325\n",
      "107.45100000000001\n",
      "91.46700000000001\n",
      "113.73700000000001\n",
      "115.073\n",
      "82.28200000000001\n",
      "Ethinylestradiol\n",
      "50.056000000000004\n",
      "65.149\n",
      "22.816999999999997\n",
      "46.872\n",
      "37.473\n",
      "35.649\n",
      "Ethionamide\n",
      "103.96600000000001\n",
      "94.103\n",
      "96.306\n",
      "109.65799999999999\n",
      "102.62899999999999\n",
      "94.492\n",
      "Ethisterone\n",
      "100.384\n",
      "98.45700000000001\n",
      "91.98899999999999\n",
      "119.015\n",
      "86.836\n",
      "88.709\n",
      "Ethosuximide\n",
      "117.914\n",
      "108.38600000000001\n",
      "102.583\n",
      "107.96700000000001\n",
      "102.881\n",
      "71.042\n",
      "Etodolac\n",
      "111.348\n",
      "101.075\n",
      "91.728\n",
      "115.13\n",
      "105.738\n",
      "98.708\n",
      "Etomidate\n",
      "101.08\n",
      "97.027\n",
      "100.07799999999999\n",
      "93.385\n",
      "93.21799999999999\n",
      "87.992\n",
      "Etoposide\n",
      "47.178999999999995\n",
      "58.756\n",
      "12.487\n",
      "57.198\n",
      "48.79\n",
      "52.193999999999996\n",
      "Everolimus\n",
      "34.109\n",
      "42.802\n",
      "36.421\n",
      "51.283\n",
      "41.391999999999996\n",
      "31.433000000000003\n",
      "Evodiamine\n",
      "98.522\n",
      "107.678\n",
      "99.02799999999999\n",
      "72.442\n",
      "94.46700000000001\n",
      "83.296\n",
      "Exemestane\n",
      "112.741\n",
      "103.85600000000001\n",
      "87.079\n",
      "119.68299999999999\n",
      "103.301\n",
      "88.318\n",
      "Ezatiostat\n",
      "83.65799999999999\n",
      "95.931\n",
      "98.73\n",
      "84.804\n",
      "104.141\n",
      "95.01899999999999\n",
      "Ezetimibe\n",
      "84.052\n",
      "79.542\n",
      "70.249\n",
      "105.432\n",
      "98.665\n",
      "76.98899999999999\n",
      "FASN BI\n",
      "69.60600000000001\n",
      "30.463\n",
      "31.628\n",
      "94.1\n",
      "99.95100000000001\n",
      "92.081\n",
      "FASN MRK\n",
      "85.713\n",
      "71.531\n",
      "39.379\n",
      "106.46600000000001\n",
      "98.51700000000001\n",
      "100.61\n",
      "FG-4592\n",
      "98.98299999999999\n",
      "94.385\n",
      "76.768\n",
      "108.65799999999999\n",
      "99.568\n",
      "86.397\n",
      "FK-506\n",
      "74.525\n",
      "74.336\n",
      "74.13\n",
      "93.476\n",
      "87.448\n",
      "87.134\n",
      "FMK\n",
      "85.302\n",
      "98.041\n",
      "56.658\n",
      "126.734\n",
      "87.029\n",
      "57.3\n",
      "FR-180204\n",
      "66.446\n",
      "89.042\n",
      "56.919\n",
      "100.611\n",
      "59.986999999999995\n",
      "83.57600000000001\n",
      "Famciclovir\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "111.58200000000001\n",
      "109.28399999999999\n",
      "104.54799999999999\n",
      "110.428\n",
      "108.531\n",
      "99.904\n",
      "Famotidine\n",
      "101.719\n",
      "110.919\n",
      "101.587\n",
      "49.669\n",
      "76.05\n",
      "99.26\n",
      "Fascaplysin\n",
      "3.2560000000000002\n",
      "4.266\n",
      "2.194\n",
      "1.992\n",
      "3.928\n",
      "3.063\n",
      "Fasudil hydrochloride\n",
      "99.904\n",
      "95.61\n",
      "100.11399999999999\n",
      "100.65700000000001\n",
      "85.369\n",
      "94.21\n",
      "Febuxostat\n",
      "91.051\n",
      "92.958\n",
      "100.391\n",
      "61.276\n",
      "89.023\n",
      "110.178\n",
      "Felbamate\n",
      "105.553\n",
      "102.29\n",
      "92.22\n",
      "95.885\n",
      "106.12299999999999\n",
      "95.05799999999999\n",
      "Fenbendazole\n",
      "46.843\n",
      "56.738\n",
      "39.069\n",
      "89.633\n",
      "79.749\n",
      "78.528\n",
      "Fenobam\n",
      "108.773\n",
      "85.301\n",
      "90.54700000000001\n",
      "77.583\n",
      "80.029\n",
      "88.119\n",
      "Fenofibrate\n",
      "89.368\n",
      "103.053\n",
      "67.505\n",
      "93.52\n",
      "94.417\n",
      "95.32600000000001\n",
      "Fenoldopam\n",
      "97.993\n",
      "103.072\n",
      "86.934\n",
      "71.804\n",
      "77.843\n",
      "81.566\n",
      "Fenretinide\n",
      "35.743\n",
      "52.078\n",
      "8.994\n",
      "42.273999999999994\n",
      "87.11200000000001\n",
      "85.87100000000001\n",
      "Fenticonazole nitrate\n",
      "67.10300000000001\n",
      "67.89\n",
      "36.033\n",
      "118.057\n",
      "104.23\n",
      "90.20100000000001\n",
      "Fesoterodine fumarate\n",
      "78.89\n",
      "83.429\n",
      "87.77\n",
      "75.914\n",
      "80.258\n",
      "77.48899999999999\n",
      "Finasteride\n",
      "96.05799999999999\n",
      "105.037\n",
      "102.48899999999999\n",
      "63.938\n",
      "79.41199999999999\n",
      "92.829\n",
      "Fingolimod hydrochloride\n",
      "62.723\n",
      "73.277\n",
      "3.0189999999999997\n",
      "26.503\n",
      "36.439\n",
      "39.169000000000004\n",
      "Fisetin\n",
      "5.675\n",
      "43.806000000000004\n",
      "23.191999999999997\n",
      "82.95100000000001\n",
      "57.358000000000004\n",
      "59.1\n",
      "Flavopiridol\n",
      "17.205\n",
      "37.888000000000005\n",
      "3.4410000000000003\n",
      "41.826\n",
      "38.51\n",
      "35.97\n",
      "Flecainide\n",
      "78.859\n",
      "93.031\n",
      "96.186\n",
      "71.102\n",
      "54.495\n",
      "62.668\n",
      "Fleroxacin\n",
      "100.431\n",
      "104.99700000000001\n",
      "104.932\n",
      "131.196\n",
      "98.71600000000001\n",
      "78.472\n",
      "Floxuridine\n",
      "11.093\n",
      "31.665\n",
      "20.885\n",
      "67.92399999999999\n",
      "43.513999999999996\n",
      "35.096\n",
      "Flubendazole\n",
      "54.206\n",
      "65.55199999999999\n",
      "49.738\n",
      "73.812\n",
      "87.637\n",
      "58.06100000000001\n",
      "Fluconazole\n",
      "113.20200000000001\n",
      "106.47200000000001\n",
      "81.824\n",
      "108.84899999999999\n",
      "99.162\n",
      "96.51\n",
      "Flucytosine\n",
      "97.948\n",
      "100.49799999999999\n",
      "100.29899999999999\n",
      "56.661\n",
      "65.955\n",
      "88.584\n",
      "Fludarabine phosphate\n",
      "48.175\n",
      "73.477\n",
      "94.25399999999999\n",
      "89.905\n",
      "61.24100000000001\n",
      "26.683000000000003\n",
      "Flumazenil\n",
      "102.146\n",
      "103.229\n",
      "99.486\n",
      "112.464\n",
      "72.653\n",
      "50.489\n",
      "Flunarizine\n",
      "91.79700000000001\n",
      "98.164\n",
      "74.63600000000001\n",
      "68.50399999999999\n",
      "90.69\n",
      "91.626\n",
      "Flunisolide\n",
      "101.552\n",
      "103.735\n",
      "71.359\n",
      "111.184\n",
      "79.832\n",
      "73.252\n",
      "Fluocinolone acetonide\n",
      "113.823\n",
      "97.73899999999999\n",
      "68.64\n",
      "115.213\n",
      "79.86399999999999\n",
      "69.187\n",
      "Fluocinonide\n",
      "106.631\n",
      "101.744\n",
      "65.626\n",
      "100.934\n",
      "76.85300000000001\n",
      "71.81\n",
      "Fluorouracil\n",
      "49.223\n",
      "71.396\n",
      "51.647\n",
      "59.876999999999995\n",
      "48.19\n",
      "59.843999999999994\n",
      "Fluphenazine hydrochloride\n",
      "61.942\n",
      "90.243\n",
      "6.347\n",
      "71.482\n",
      "62.858000000000004\n",
      "59.066\n",
      "Flupirtine maleate\n",
      "88.06299999999999\n",
      "88.152\n",
      "92.21600000000001\n",
      "73.638\n",
      "96.053\n",
      "93.87799999999999\n",
      "Flurbiprofen\n",
      "114.094\n",
      "104.286\n",
      "98.891\n",
      "93.405\n",
      "83.24600000000001\n",
      "91.03\n",
      "Flutamide\n",
      "90.39200000000001\n",
      "87.398\n",
      "87.40700000000001\n",
      "47.736000000000004\n",
      "60.843\n",
      "68.072\n",
      "Fluticasone propionate\n",
      "96.956\n",
      "92.89399999999999\n",
      "76.663\n",
      "116.971\n",
      "78.548\n",
      "80.057\n",
      "Fluvastatin\n",
      "5.843\n",
      "11.544\n",
      "5.058\n",
      "38.593\n",
      "10.870999999999999\n",
      "13.229000000000001\n",
      "Fluvoxamine\n",
      "61.225\n",
      "79.333\n",
      "23.035\n",
      "73.49\n",
      "34.106\n",
      "60.309\n",
      "Fomepizole\n",
      "103.24700000000001\n",
      "87.075\n",
      "82.324\n",
      "121.359\n",
      "109.243\n",
      "113.12200000000001\n",
      "Foretinib\n",
      "4.697\n",
      "4.913\n",
      "1.683\n",
      "22.378\n",
      "31.695\n",
      "20.83\n",
      "Formononetin\n",
      "99.012\n",
      "93.8\n",
      "90.77\n",
      "99.914\n",
      "96.714\n",
      "98.844\n",
      "Fostamatinib disodium\n",
      "55.031000000000006\n",
      "61.437\n",
      "34.227\n",
      "68.916\n",
      "42.687\n",
      "43.522\n",
      "Fotemustine\n",
      "92.042\n",
      "104.41\n",
      "89.601\n",
      "114.51\n",
      "115.777\n",
      "109.76100000000001\n",
      "Fulvestrant\n",
      "79.959\n",
      "89.35799999999999\n",
      "59.882\n",
      "99.15700000000001\n",
      "98.412\n",
      "104.0\n",
      "Fumalic acid\n",
      "102.656\n",
      "103.21700000000001\n",
      "96.949\n",
      "78.235\n",
      "110.575\n",
      "72.74\n",
      "Furosemide\n",
      "95.09\n",
      "85.825\n",
      "93.876\n",
      "85.899\n",
      "89.126\n",
      "87.39200000000001\n",
      "G-Strophanthin\n",
      "12.499\n",
      "24.91\n",
      "97.31700000000001\n",
      "5.989\n",
      "16.374000000000002\n",
      "15.865\n",
      "G?-6976\n",
      "66.185\n",
      "64.109\n",
      "26.546999999999997\n",
      "125.915\n",
      "80.36399999999999\n",
      "74.461\n",
      "G?-6983\n",
      "106.613\n",
      "79.748\n",
      "80.046\n",
      "66.585\n",
      "61.861000000000004\n",
      "68.09\n",
      "GANT61\n",
      "105.626\n",
      "90.781\n",
      "85.82\n",
      "84.626\n",
      "98.85700000000001\n",
      "84.61\n",
      "GB 83\n",
      "93.905\n",
      "93.277\n",
      "82.07799999999999\n",
      "79.32300000000001\n",
      "77.265\n",
      "59.611999999999995\n",
      "GBR 12909 dihydrochloride\n",
      "16.79\n",
      "21.653000000000002\n",
      "12.859000000000002\n",
      "71.624\n",
      "51.711000000000006\n",
      "62.08\n",
      "GBR-12935\n",
      "74.74\n",
      "74.793\n",
      "20.320999999999998\n",
      "74.291\n",
      "78.884\n",
      "74.923\n",
      "GDC-0068\n",
      "47.695\n",
      "55.501000000000005\n",
      "36.344\n",
      "78.741\n",
      "19.939\n",
      "13.195\n",
      "GDC-0349\n",
      "26.525\n",
      "34.47\n",
      "42.512\n",
      "39.241\n",
      "34.139\n",
      "20.63\n",
      "GDC-0941\n",
      "47.997\n",
      "45.336999999999996\n",
      "36.281\n",
      "71.665\n",
      "78.243\n",
      "58.663999999999994\n",
      "GDC-0980\n",
      "31.182\n",
      "26.633000000000003\n",
      "12.17\n",
      "40.519\n",
      "31.886999999999997\n",
      "25.011999999999997\n",
      "GLS968\n",
      "95.18700000000001\n",
      "97.686\n",
      "80.58800000000001\n",
      "86.064\n",
      "89.199\n",
      "103.97200000000001\n",
      "GM-1489\n",
      "83.331\n",
      "100.68299999999999\n",
      "80.238\n",
      "72.831\n",
      "36.234\n",
      "30.403000000000002\n",
      "GM-6001\n",
      "64.156\n",
      "52.419\n",
      "57.004\n",
      "47.001999999999995\n",
      "46.896\n",
      "79.105\n",
      "GNE-477\n",
      "27.541999999999998\n",
      "28.215999999999998\n",
      "21.759\n",
      "24.526\n",
      "27.471\n",
      "21.904\n",
      "GNE-490\n",
      "34.635\n",
      "34.733000000000004\n",
      "22.25\n",
      "21.995\n",
      "33.299\n",
      "26.938000000000002\n",
      "GNE-493\n",
      "25.533\n",
      "28.879\n",
      "18.980999999999998\n",
      "26.389\n",
      "31.801\n",
      "25.487\n",
      "GNF 2\n",
      "89.045\n",
      "63.5\n",
      "27.263\n",
      "150.08100000000002\n",
      "99.383\n",
      "103.52\n",
      "GNF-5837\n",
      "5.1339999999999995\n",
      "29.337\n",
      "2.503\n",
      "100.185\n",
      "96.32700000000001\n",
      "92.795\n",
      "GPLG-0634\n",
      "67.251\n",
      "47.736999999999995\n",
      "71.63600000000001\n",
      "83.00200000000001\n",
      "55.699\n",
      "26.243000000000002\n",
      "GR-159897\n",
      "94.32799999999999\n",
      "89.43700000000001\n",
      "86.741\n",
      "80.359\n",
      "89.93\n",
      "76.633\n",
      "GSI-9\n",
      "82.215\n",
      "80.732\n",
      "79.222\n",
      "84.71700000000001\n",
      "82.971\n",
      "81.167\n",
      "GSK-1016790A\n",
      "63.074\n",
      "63.386\n",
      "38.904\n",
      "96.837\n",
      "99.256\n",
      "87.374\n",
      "GSK-1070916A\n",
      "18.136\n",
      "43.446000000000005\n",
      "8.051\n",
      "40.405\n",
      "12.967\n",
      "6.81\n",
      "GSK-1292263A\n",
      "85.189\n",
      "57.93\n",
      "82.859\n",
      "82.68\n",
      "93.54799999999999\n",
      "88.225\n",
      "GSK-1904529A\n",
      "81.605\n",
      "88.06200000000001\n",
      "47.32899999999999\n",
      "121.816\n",
      "101.12899999999999\n",
      "101.33\n",
      "GSK-1995010\n",
      "70.703\n",
      "58.809\n",
      "31.4\n",
      "113.301\n",
      "91.97\n",
      "83.309\n",
      "GSK-2126458\n",
      "6.074\n",
      "10.182\n",
      "4.171\n",
      "49.265\n",
      "41.727\n",
      "50.449\n",
      "GSK-2334470\n",
      "75.931\n",
      "63.919\n",
      "36.343\n",
      "83.75\n",
      "76.928\n",
      "68.196\n",
      "GSK-25\n",
      "51.269\n",
      "71.72800000000001\n",
      "48.123999999999995\n",
      "94.306\n",
      "87.14\n",
      "91.053\n",
      "GSK-256066\n",
      "85.617\n",
      "83.273\n",
      "86.57700000000001\n",
      "124.48899999999999\n",
      "101.443\n",
      "90.65\n",
      "GSK-2636771\n",
      "101.124\n",
      "94.166\n",
      "55.802\n",
      "31.994\n",
      "75.19800000000001\n",
      "67.56\n",
      "GSK-269962A\n",
      "48.273\n",
      "49.718999999999994\n",
      "17.327\n",
      "79.851\n",
      "76.312\n",
      "80.50399999999999\n",
      "GSK-3787\n",
      "85.376\n",
      "81.166\n",
      "91.734\n",
      "104.338\n",
      "94.07799999999999\n",
      "84.713\n",
      "GSK-3965\n",
      "4.952\n",
      "4.3389999999999995\n",
      "4.271\n",
      "98.645\n",
      "66.13\n",
      "81.66\n",
      "GSK-4112\n",
      "71.738\n",
      "97.26700000000001\n",
      "74.76100000000001\n",
      "101.027\n",
      "82.57\n",
      "66.681\n",
      "GSK-461364A\n",
      "46.1\n",
      "65.777\n",
      "4.453\n",
      "19.913\n",
      "50.636\n",
      "48.022\n",
      "GSK-615\n",
      "2.673\n",
      "23.164\n",
      "1.78\n",
      "30.166999999999998\n",
      "29.397\n",
      "22.383000000000003\n",
      "GSK-650394\n",
      "91.62799999999999\n",
      "89.704\n",
      "72.01\n",
      "119.74\n",
      "105.637\n",
      "131.503\n",
      "GSK-690693\n",
      "86.279\n",
      "57.128\n",
      "55.231\n",
      "70.21\n",
      "70.943\n",
      "85.699\n",
      "GSK-923295\n",
      "43.693999999999996\n",
      "58.071000000000005\n",
      "40.303000000000004\n",
      "65.661\n",
      "55.942\n",
      "55.818000000000005\n",
      "GSK-J1\n",
      "91.568\n",
      "90.344\n",
      "80.092\n",
      "26.217\n",
      "94.954\n",
      "94.71\n",
      "GSK126\n",
      "89.531\n",
      "93.03\n",
      "88.84299999999999\n",
      "82.804\n",
      "115.146\n",
      "102.95700000000001\n",
      "GSK1838705A\n",
      "26.491\n",
      "58.882\n",
      "3.245\n",
      "96.195\n",
      "108.098\n",
      "106.04299999999999\n",
      "GSK3 Inhibitor\n",
      "42.833\n",
      "68.77199999999999\n",
      "19.765\n",
      "50.093\n",
      "81.054\n",
      "86.141\n",
      "GSK429286A\n",
      "55.601000000000006\n",
      "65.609\n",
      "64.016\n",
      "93.016\n",
      "83.823\n",
      "93.811\n",
      "GSK525768\n",
      "88.93\n",
      "88.887\n",
      "78.964\n",
      "16.784000000000002\n",
      "50.718999999999994\n",
      "67.101\n",
      "GSK837149A\n",
      "84.53200000000001\n",
      "66.801\n",
      "33.817\n",
      "74.29899999999999\n",
      "95.48\n",
      "96.165\n",
      "GW 4869\n",
      "91.36200000000001\n",
      "93.264\n",
      "98.006\n",
      "131.655\n",
      "89.508\n",
      "89.15100000000001\n",
      "GW 843682X\n",
      "38.135\n",
      "70.362\n",
      "63.251000000000005\n",
      "23.873\n",
      "35.7\n",
      "67.887\n",
      "GW-0742\n",
      "114.64200000000001\n",
      "99.36399999999999\n",
      "88.47\n",
      "97.37299999999999\n",
      "104.736\n",
      "105.712\n",
      "GW-4064X\n",
      "61.168\n",
      "49.522\n",
      "6.957999999999999\n",
      "115.635\n",
      "96.12799999999999\n",
      "105.461\n",
      "GW-441756\n",
      "106.42\n",
      "89.14200000000001\n",
      "55.952\n",
      "125.85799999999999\n",
      "88.56200000000001\n",
      "77.773\n",
      "GW-501516\n",
      "106.6\n",
      "103.685\n",
      "89.234\n",
      "117.13799999999999\n",
      "101.338\n",
      "91.71600000000001\n",
      "GW-5074\n",
      "77.084\n",
      "89.508\n",
      "52.733000000000004\n",
      "109.641\n",
      "113.516\n",
      "81.38\n",
      "GW-6471\n",
      "88.833\n",
      "97.17\n",
      "59.534\n",
      "69.15\n",
      "40.641999999999996\n",
      "32.571999999999996\n",
      "GW-7647\n",
      "98.499\n",
      "101.926\n",
      "22.691\n",
      "115.175\n",
      "70.742\n",
      "62.688\n",
      "GW-788388\n",
      "119.56299999999999\n",
      "111.825\n",
      "54.435\n",
      "127.734\n",
      "108.165\n",
      "96.465\n",
      "GW-791343\n",
      "97.574\n",
      "98.535\n",
      "79.59899999999999\n",
      "109.432\n",
      "99.79700000000001\n",
      "103.81\n",
      "GW-9508\n",
      "91.46\n",
      "92.801\n",
      "79.421\n",
      "79.545\n",
      "101.03299999999999\n",
      "101.471\n",
      "GYKI-52466\n",
      "91.484\n",
      "98.35799999999999\n",
      "88.554\n",
      "126.072\n",
      "92.60600000000001\n",
      "76.60600000000001\n",
      "GYKI-53655\n",
      "37.259\n",
      "65.42399999999999\n",
      "54.424\n",
      "60.016999999999996\n",
      "44.84\n",
      "49.705\n",
      "Gabapentin\n",
      "101.37799999999999\n",
      "94.166\n",
      "103.42200000000001\n",
      "96.161\n",
      "103.073\n",
      "94.29700000000001\n",
      "Gabexate mesilate\n",
      "96.637\n",
      "98.65\n",
      "53.875\n",
      "117.14200000000001\n",
      "102.564\n",
      "96.03\n",
      "Galantamine hydrobromide\n",
      "93.84299999999999\n",
      "100.791\n",
      "98.735\n",
      "117.43299999999999\n",
      "93.42399999999999\n",
      "91.675\n",
      "Galeterone\n",
      "93.625\n",
      "99.88799999999999\n",
      "90.68\n",
      "40.563\n",
      "82.32\n",
      "90.69200000000001\n",
      "Gallamine triethiodide\n",
      "91.809\n",
      "99.09200000000001\n",
      "89.296\n",
      "96.833\n",
      "95.229\n",
      "88.09700000000001\n",
      "Ganciclovir\n",
      "12.995999999999999\n",
      "23.795\n",
      "4.915\n",
      "20.71\n",
      "25.112\n",
      "36.438\n",
      "Gandotinib\n",
      "3.877\n",
      "8.238999999999999\n",
      "14.780999999999999\n",
      "35.784\n",
      "41.123999999999995\n",
      "31.8\n",
      "Ganetespib\n",
      "5.257999999999999\n",
      "8.354\n",
      "5.6979999999999995\n",
      "54.396\n",
      "42.367\n",
      "53.673\n",
      "Gatifloxacin\n",
      "13.456\n",
      "30.299\n",
      "86.244\n",
      "109.806\n",
      "100.443\n",
      "99.79899999999999\n",
      "Gavestinel sodium\n",
      "91.87700000000001\n",
      "106.771\n",
      "106.141\n",
      "83.211\n",
      "105.15\n",
      "99.507\n",
      "Gefitinib\n",
      "48.356\n",
      "53.256\n",
      "10.715\n",
      "47.494\n",
      "30.224\n",
      "44.262\n",
      "Geldanamycin\n",
      "3.886\n",
      "7.843999999999999\n",
      "3.718\n",
      "64.553\n",
      "26.065\n",
      "19.221\n",
      "Gemcitabine hydrochloride\n",
      "34.126\n",
      "54.751999999999995\n",
      "21.173000000000002\n",
      "27.331999999999997\n",
      "21.875\n",
      "7.612\n",
      "Gemfibrozil\n",
      "109.584\n",
      "109.397\n",
      "95.285\n",
      "11.259\n",
      "82.926\n",
      "94.964\n",
      "Genipin\n",
      "62.81100000000001\n",
      "80.267\n",
      "82.91\n",
      "89.584\n",
      "92.934\n",
      "76.547\n",
      "Geniposidic acid\n",
      "106.715\n",
      "111.852\n",
      "102.868\n",
      "110.44\n",
      "97.87899999999999\n",
      "99.137\n",
      "Genistein\n",
      "63.708999999999996\n",
      "70.923\n",
      "41.521\n",
      "101.97399999999999\n",
      "56.354\n",
      "54.596000000000004\n",
      "Genistin\n",
      "46.606\n",
      "59.876000000000005\n",
      "33.43\n",
      "47.254\n",
      "66.95100000000001\n",
      "64.437\n",
      "Gentamycin sulfate\n",
      "98.449\n",
      "95.45299999999999\n",
      "86.105\n",
      "91.251\n",
      "93.095\n",
      "72.79\n",
      "Gestodene\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "85.48100000000001\n",
      "109.228\n",
      "77.111\n",
      "96.02\n",
      "68.263\n",
      "79.82300000000001\n",
      "Gimeracil\n",
      "98.01799999999999\n",
      "105.16\n",
      "97.70100000000001\n",
      "87.969\n",
      "51.386\n",
      "70.949\n",
      "Ginkgolide A\n",
      "106.921\n",
      "100.024\n",
      "91.705\n",
      "120.184\n",
      "69.08\n",
      "81.98\n",
      "Ginkgolide B\n",
      "115.26899999999999\n",
      "86.11\n",
      "95.256\n",
      "91.691\n",
      "70.58\n",
      "66.857\n",
      "Gliclazide\n",
      "79.408\n",
      "84.73\n",
      "23.976999999999997\n",
      "92.234\n",
      "90.62\n",
      "73.247\n",
      "Glimepiride\n",
      "97.369\n",
      "102.634\n",
      "105.913\n",
      "58.983999999999995\n",
      "105.86200000000001\n",
      "94.417\n",
      "Glipizide\n",
      "90.745\n",
      "99.787\n",
      "49.556000000000004\n",
      "83.647\n",
      "77.553\n",
      "68.158\n",
      "Glycyl-H-1152\n",
      "59.394\n",
      "73.958\n",
      "69.30199999999999\n",
      "75.253\n",
      "67.82600000000001\n",
      "75.623\n",
      "Glycyrrhizin\n",
      "105.344\n",
      "95.345\n",
      "103.56700000000001\n",
      "122.58200000000001\n",
      "110.708\n",
      "113.815\n",
      "Granisetron hydrochloride\n",
      "116.866\n",
      "99.917\n",
      "86.505\n",
      "117.381\n",
      "98.5\n",
      "94.131\n",
      "H-89\n",
      "54.093\n",
      "63.998000000000005\n",
      "14.444\n",
      "63.468999999999994\n",
      "92.833\n",
      "77.074\n",
      "HA-14-1\n",
      "95.344\n",
      "96.84700000000001\n",
      "60.668\n",
      "82.71799999999999\n",
      "106.728\n",
      "97.781\n",
      "HC-067047\n",
      "86.397\n",
      "103.431\n",
      "14.967\n",
      "85.575\n",
      "76.248\n",
      "77.976\n",
      "HLI-373989\n",
      "30.315\n",
      "63.119\n",
      "27.579\n",
      "13.811\n",
      "29.388\n",
      "39.039\n",
      "HMSL10015\n",
      "11.057\n",
      "19.534000000000002\n",
      "16.037\n",
      "90.208\n",
      "49.772\n",
      "21.331\n",
      "HMSL10016\n",
      "54.105\n",
      "48.762\n",
      "17.271\n",
      "48.468999999999994\n",
      "78.161\n",
      "90.64299999999999\n",
      "HMSL10019\n",
      "32.067\n",
      "46.295\n",
      "6.271\n",
      "9.411\n",
      "21.555999999999997\n",
      "21.671999999999997\n",
      "HMSL10038\n",
      "48.335\n",
      "80.032\n",
      "90.176\n",
      "51.177\n",
      "47.045\n",
      "44.96\n",
      "HMSL10058\n",
      "92.20700000000001\n",
      "91.28299999999999\n",
      "82.221\n",
      "98.22\n",
      "77.53399999999999\n",
      "82.134\n",
      "HMSL10076\n",
      "48.946000000000005\n",
      "75.79\n",
      "78.054\n",
      "79.179\n",
      "66.331\n",
      "62.568000000000005\n",
      "HMSL10077\n",
      "30.586\n",
      "72.128\n",
      "61.016000000000005\n",
      "61.32\n",
      "59.72\n",
      "56.225\n",
      "HMSL10083\n",
      "38.794000000000004\n",
      "44.562\n",
      "26.344\n",
      "29.79\n",
      "36.205\n",
      "40.366\n",
      "HMSL10084\n",
      "15.775\n",
      "33.607\n",
      "27.62\n",
      "3.8539999999999996\n",
      "19.525\n",
      "9.345\n",
      "HMSL10087\n",
      "56.757\n",
      "86.557\n",
      "24.646\n",
      "59.79600000000001\n",
      "18.309\n",
      "18.582\n",
      "HMSL10088\n",
      "23.371\n",
      "30.927\n",
      "9.384\n",
      "65.243\n",
      "58.078\n",
      "67.679\n",
      "HMSL10089\n",
      "79.617\n",
      "72.12100000000001\n",
      "46.543\n",
      "85.462\n",
      "99.42\n",
      "78.834\n",
      "HPI-1\n",
      "51.703\n",
      "84.323\n",
      "49.193999999999996\n",
      "30.619\n",
      "60.725\n",
      "58.726000000000006\n",
      "Halofantrine\n",
      "80.381\n",
      "78.836\n",
      "59.097\n",
      "83.685\n",
      "101.029\n",
      "88.115\n",
      "Haloperidol\n",
      "101.87299999999999\n",
      "88.11\n",
      "51.16\n",
      "95.76899999999999\n",
      "79.47800000000001\n",
      "72.01\n",
      "Hematoxylin\n",
      "102.36399999999999\n",
      "108.176\n",
      "105.885\n",
      "119.029\n",
      "104.929\n",
      "94.006\n",
      "Hesperadin\n",
      "13.152999999999999\n",
      "24.517\n",
      "28.726999999999997\n",
      "69.971\n",
      "54.07\n",
      "19.203\n",
      "Hesperetin\n",
      "76.624\n",
      "65.461\n",
      "79.829\n",
      "88.963\n",
      "71.347\n",
      "86.68\n",
      "Hexestrol\n",
      "78.242\n",
      "21.819000000000003\n",
      "69.458\n",
      "107.295\n",
      "95.90100000000001\n",
      "102.985\n",
      "Hg-10-102-01\n",
      "93.494\n",
      "85.677\n",
      "65.581\n",
      "92.036\n",
      "86.119\n",
      "88.691\n",
      "Hh-Ag1.5\n",
      "67.815\n",
      "77.979\n",
      "7.667999999999999\n",
      "24.303\n",
      "72.846\n",
      "62.778999999999996\n",
      "Histamine dihydrochloride\n",
      "90.48100000000001\n",
      "103.18700000000001\n",
      "97.463\n",
      "129.842\n",
      "105.80799999999999\n",
      "97.45\n",
      "Honokiol\n",
      "46.696000000000005\n",
      "55.195\n",
      "42.04\n",
      "39.801\n",
      "69.395\n",
      "54.58\n",
      "Hordenine\n",
      "108.27600000000001\n",
      "103.59200000000001\n",
      "95.302\n",
      "107.833\n",
      "94.945\n",
      "94.57\n",
      "Huperizine A\n",
      "105.68299999999999\n",
      "113.726\n",
      "102.148\n",
      "105.62799999999999\n",
      "100.882\n",
      "89.546\n",
      "Hydralazine hydrochloride\n",
      "112.539\n",
      "109.927\n",
      "101.60700000000001\n",
      "104.639\n",
      "106.025\n",
      "101.693\n",
      "Hydrochlorothiazide\n",
      "96.304\n",
      "94.713\n",
      "97.89200000000001\n",
      "68.51100000000001\n",
      "96.619\n",
      "83.459\n",
      "Hydrocortisone\n",
      "106.555\n",
      "101.736\n",
      "77.15\n",
      "103.27600000000001\n",
      "89.89\n",
      "76.82\n",
      "Hydroxocobalamin\n",
      "80.312\n",
      "80.729\n",
      "80.15899999999999\n",
      "83.67\n",
      "78.719\n",
      "77.652\n",
      "Hydroxychloroquine sulfate\n",
      "88.59\n",
      "100.01700000000001\n",
      "100.012\n",
      "67.964\n",
      "39.014\n",
      "32.903\n",
      "Hydroxyflutamide\n",
      "84.525\n",
      "89.311\n",
      "85.05\n",
      "96.816\n",
      "92.829\n",
      "91.302\n",
      "Hydroxyurea\n",
      "10.097999999999999\n",
      "19.897000000000002\n",
      "5.473\n",
      "25.799\n",
      "39.037\n",
      "36.349000000000004\n",
      "Hyodeoxycholic acid (HDCA)\n",
      "101.36\n",
      "101.595\n",
      "90.104\n",
      "110.971\n",
      "88.559\n",
      "93.71\n",
      "Hypothemycin\n",
      "7.32\n",
      "26.322\n",
      "34.068000000000005\n",
      "42.629\n",
      "52.809\n",
      "21.901\n",
      "I-BET151\n",
      "5.6\n",
      "28.72\n",
      "28.526\n",
      "21.645\n",
      "17.815\n",
      "20.746\n",
      "I-BET762\n",
      "35.548\n",
      "63.157\n",
      "41.798\n",
      "38.426\n",
      "48.937\n",
      "43.818999999999996\n",
      "IC-87114\n",
      "23.774\n",
      "29.296999999999997\n",
      "11.834000000000001\n",
      "49.544\n",
      "29.686\n",
      "17.113\n",
      "ICG-001\n",
      "19.652\n",
      "34.226\n",
      "24.796999999999997\n",
      "29.467\n",
      "31.104\n",
      "37.12\n",
      "ICI-D7288\n",
      "112.036\n",
      "104.241\n",
      "99.86200000000001\n",
      "107.757\n",
      "106.571\n",
      "101.03200000000001\n",
      "ICRF-193\n",
      "73.24600000000001\n",
      "101.306\n",
      "58.315\n",
      "92.67\n",
      "79.91199999999999\n",
      "82.787\n",
      "ID-8\n",
      "95.559\n",
      "89.416\n",
      "65.133\n",
      "17.024\n",
      "99.1\n",
      "74.967\n",
      "IDE-2\n",
      "105.15100000000001\n",
      "105.773\n",
      "104.39\n",
      "46.302\n",
      "99.696\n",
      "97.839\n",
      "IDH-001\n",
      "4.953\n",
      "9.713\n",
      "24.488000000000003\n",
      "82.184\n",
      "94.43799999999999\n",
      "106.781\n",
      "IDH-C227\n",
      "106.906\n",
      "108.988\n",
      "102.75200000000001\n",
      "109.209\n",
      "109.727\n",
      "93.79700000000001\n",
      "IKK-2 Inhibitor VIII\n",
      "31.325\n",
      "56.18\n",
      "23.651999999999997\n",
      "88.51299999999999\n",
      "43.861000000000004\n",
      "63.455\n",
      "IKK-3 Inhibitor IX\n",
      "113.446\n",
      "98.28399999999999\n",
      "56.424\n",
      "34.719\n",
      "85.795\n",
      "93.346\n",
      "IKK16\n",
      "5.629\n",
      "14.367\n",
      "2.762\n",
      "47.485\n",
      "52.733999999999995\n",
      "42.013000000000005\n",
      "IMD-0354\n",
      "6.704\n",
      "19.699\n",
      "4.3839999999999995\n",
      "46.847\n",
      "88.02600000000001\n",
      "73.986\n",
      "INCB-28060\n",
      "100.491\n",
      "98.92399999999999\n",
      "41.613\n",
      "76.578\n",
      "102.56\n",
      "86.198\n",
      "INK-128\n",
      "14.982000000000001\n",
      "13.343\n",
      "15.095\n",
      "30.048000000000002\n",
      "20.86\n",
      "11.289000000000001\n",
      "INO-1001\n",
      "106.544\n",
      "103.302\n",
      "100.667\n",
      "63.448\n",
      "101.417\n",
      "89.95\n",
      "IOX2\n",
      "110.15\n",
      "102.82600000000001\n",
      "88.365\n",
      "123.036\n",
      "102.51899999999999\n",
      "101.04899999999999\n",
      "IPA-3\n",
      "11.783\n",
      "29.478\n",
      "37.466\n",
      "20.77\n",
      "100.215\n",
      "77.734\n",
      "IPFK2\n",
      "45.909\n",
      "63.478\n",
      "19.532\n",
      "48.29600000000001\n",
      "44.284\n",
      "67.119\n",
      "IRAK-1-4 Inhibitor I\n",
      "102.98299999999999\n",
      "94.33200000000001\n",
      "92.03\n",
      "110.779\n",
      "47.269\n",
      "63.472\n",
      "ISOX\n",
      "5.465\n",
      "11.702\n",
      "22.503\n",
      "17.968\n",
      "15.443\n",
      "41.245\n",
      "ITD-1\n",
      "95.064\n",
      "91.742\n",
      "34.539\n",
      "113.865\n",
      "32.263000000000005\n",
      "26.256\n",
      "ITF2357 (Givinostat)\n",
      "4.427\n",
      "9.948\n",
      "4.737\n",
      "8.191\n",
      "6.28\n",
      "4.919\n",
      "ITK inhibitor\n",
      "45.57899999999999\n",
      "35.008\n",
      "2.02\n",
      "74.668\n",
      "60.582\n",
      "45.193999999999996\n",
      "ITX3\n",
      "95.898\n",
      "100.40700000000001\n",
      "98.37700000000001\n",
      "95.51899999999999\n",
      "95.47200000000001\n",
      "101.915\n",
      "IVX-214\n",
      "36.141\n",
      "55.028999999999996\n",
      "37.535\n",
      "36.55\n",
      "30.508000000000003\n",
      "25.519000000000002\n",
      "IWP-2\n",
      "84.571\n",
      "71.58\n",
      "77.577\n",
      "40.936\n",
      "78.267\n",
      "72.866\n",
      "Ibandronate sodium hydrate\n",
      "96.95299999999999\n",
      "98.235\n",
      "94.84\n",
      "86.79\n",
      "95.74600000000001\n",
      "103.57799999999999\n",
      "Ibuprofen lysine\n",
      "95.74700000000001\n",
      "95.554\n",
      "97.09700000000001\n",
      "96.06700000000001\n",
      "85.565\n",
      "96.65700000000001\n",
      "Ibutamoren mesilate\n",
      "91.789\n",
      "87.095\n",
      "96.927\n",
      "79.60600000000001\n",
      "75.063\n",
      "48.236999999999995\n",
      "Ibutilide fumarate\n",
      "83.954\n",
      "87.055\n",
      "26.688000000000002\n",
      "119.458\n",
      "111.82700000000001\n",
      "115.98100000000001\n",
      "Icariin\n",
      "41.606\n",
      "65.127\n",
      "24.998\n",
      "34.312\n",
      "100.383\n",
      "89.94\n",
      "Icaritin\n",
      "93.47399999999999\n",
      "104.448\n",
      "104.626\n",
      "127.66799999999999\n",
      "95.25299999999999\n",
      "110.09299999999999\n",
      "Idarubicin hydrochloride\n",
      "7.013999999999999\n",
      "22.174\n",
      "4.351\n",
      "5.635\n",
      "21.84\n",
      "28.574\n",
      "Idebenone\n",
      "36.675\n",
      "53.038000000000004\n",
      "87.43700000000001\n",
      "110.04299999999999\n",
      "105.101\n",
      "102.34899999999999\n",
      "Idoxuridine\n",
      "62.056000000000004\n",
      "88.74799999999999\n",
      "92.094\n",
      "50.553999999999995\n",
      "91.73200000000001\n",
      "82.98299999999999\n",
      "Idronoxil\n",
      "15.946\n",
      "30.75\n",
      "3.753\n",
      "63.214\n",
      "37.332\n",
      "11.592\n",
      "Ifomide\n",
      "97.516\n",
      "103.27600000000001\n",
      "73.703\n",
      "60.506\n",
      "77.012\n",
      "83.81700000000001\n",
      "Iloperidone\n",
      "74.01\n",
      "79.885\n",
      "22.985\n",
      "90.03399999999999\n",
      "63.394\n",
      "76.305\n",
      "Imatinib\n",
      "94.494\n",
      "95.137\n",
      "25.956\n",
      "96.64399999999999\n",
      "100.86399999999999\n",
      "81.94\n",
      "Imexon\n",
      "64.967\n",
      "85.618\n",
      "38.403\n",
      "54.891999999999996\n",
      "106.414\n",
      "101.29\n",
      "Imipenem\n",
      "103.602\n",
      "104.501\n",
      "100.137\n",
      "101.5\n",
      "99.554\n",
      "70.891\n",
      "Imiquimod\n",
      "92.455\n",
      "89.12\n",
      "84.02600000000001\n",
      "102.743\n",
      "24.340999999999998\n",
      "44.577\n",
      "Indapamide\n",
      "97.15\n",
      "101.10799999999999\n",
      "95.954\n",
      "89.126\n",
      "98.445\n",
      "96.79\n",
      "Indibulin\n",
      "62.931000000000004\n",
      "76.286\n",
      "12.187999999999999\n",
      "100.795\n",
      "82.33200000000001\n",
      "83.26799999999999\n",
      "Indinavir sulfate\n",
      "76.742\n",
      "67.539\n",
      "45.119\n",
      "110.838\n",
      "103.47\n",
      "70.923\n",
      "Indiplon\n",
      "116.191\n",
      "106.18700000000001\n",
      "78.5\n",
      "81.309\n",
      "111.691\n",
      "93.512\n",
      "Indirubin\n",
      "85.57700000000001\n",
      "88.288\n",
      "62.262\n",
      "60.007\n",
      "51.619\n",
      "62.751999999999995\n",
      "Indomethacin\n",
      "117.37799999999999\n",
      "100.251\n",
      "91.81700000000001\n",
      "92.37700000000001\n",
      "93.45299999999999\n",
      "82.818\n",
      "Indoximod\n",
      "95.066\n",
      "101.714\n",
      "100.52600000000001\n",
      "95.33200000000001\n",
      "99.821\n",
      "88.943\n",
      "Ingenol mebutate\n",
      "76.793\n",
      "66.154\n",
      "38.016\n",
      "131.124\n",
      "84.448\n",
      "81.282\n",
      "Iniparib\n",
      "111.62799999999999\n",
      "113.37899999999999\n",
      "95.584\n",
      "58.128\n",
      "112.863\n",
      "98.92299999999999\n",
      "Ipratropium bromide hydrate\n",
      "91.42399999999999\n",
      "107.78299999999999\n",
      "104.281\n",
      "66.179\n",
      "58.769\n",
      "89.20100000000001\n",
      "Ipriflavone\n",
      "98.43299999999999\n",
      "96.105\n",
      "93.645\n",
      "122.333\n",
      "89.645\n",
      "104.929\n",
      "Irestatin 9389\n",
      "37.354\n",
      "67.62\n",
      "87.323\n",
      "41.333999999999996\n",
      "58.559\n",
      "79.172\n",
      "Irinotecan\n",
      "14.493\n",
      "33.819\n",
      "47.299\n",
      "46.104\n",
      "40.508\n",
      "36.679\n",
      "Irsogladine maleate\n",
      "108.036\n",
      "105.444\n",
      "96.54899999999999\n",
      "75.905\n",
      "96.86\n",
      "90.14\n",
      "Isepamicin\n",
      "101.852\n",
      "103.536\n",
      "95.245\n",
      "84.565\n",
      "99.53399999999999\n",
      "88.53399999999999\n",
      "Isoconazole nitrate\n",
      "79.13600000000001\n",
      "75.914\n",
      "47.92\n",
      "118.345\n",
      "106.225\n",
      "96.046\n",
      "Isoliquiritigenin\n",
      "54.963\n",
      "66.168\n",
      "59.915\n",
      "81.594\n",
      "79.321\n",
      "73.528\n",
      "Isoniazid\n",
      "107.95700000000001\n",
      "93.929\n",
      "101.213\n",
      "96.564\n",
      "101.59\n",
      "97.036\n",
      "Isoproterenol\n",
      "77.19800000000001\n",
      "97.87799999999999\n",
      "87.94\n",
      "70.693\n",
      "40.188\n",
      "42.515\n",
      "Isotretinoin\n",
      "59.886\n",
      "88.618\n",
      "88.305\n",
      "41.852\n",
      "65.209\n",
      "66.955\n",
      "Ispinesib\n",
      "5.777\n",
      "19.724\n",
      "50.297\n",
      "58.453\n",
      "51.593\n",
      "47.516999999999996\n",
      "Isradipine\n",
      "84.31200000000001\n",
      "89.367\n",
      "87.99799999999999\n",
      "40.383\n",
      "71.98\n",
      "69.477\n",
      "Istradefylline\n",
      "117.55799999999999\n",
      "109.279\n",
      "95.64\n",
      "109.162\n",
      "91.565\n",
      "80.406\n",
      "Itraconazole\n",
      "88.82700000000001\n",
      "94.046\n",
      "7.224\n",
      "103.179\n",
      "94.095\n",
      "95.554\n",
      "Ivabradine hydrochloride\n",
      "91.537\n",
      "89.509\n",
      "71.22\n",
      "103.556\n",
      "106.917\n",
      "92.555\n",
      "Ivacaftor\n",
      "95.323\n",
      "96.23100000000001\n",
      "100.866\n",
      "98.929\n",
      "99.147\n",
      "86.229\n",
      "Ivachtin\n",
      "95.133\n",
      "105.51\n",
      "97.916\n",
      "130.683\n",
      "77.388\n",
      "90.491\n",
      "Ixazomib citrate\n",
      "4.785\n",
      "15.057\n",
      "4.656000000000001\n",
      "10.546\n",
      "5.225\n",
      "3.2439999999999998\n",
      "J113397\n",
      "87.678\n",
      "90.68299999999999\n",
      "58.56\n",
      "100.573\n",
      "102.0\n",
      "83.363\n",
      "JK 184\n",
      "41.123000000000005\n",
      "41.365\n",
      "19.838\n",
      "54.233999999999995\n",
      "37.925\n",
      "51.282\n",
      "JNJ-16259685\n",
      "98.17\n",
      "96.285\n",
      "24.245\n",
      "87.34899999999999\n",
      "106.469\n",
      "88.307\n",
      "JNJ-28312141\n",
      "71.807\n",
      "65.908\n",
      "8.675\n",
      "92.137\n",
      "66.057\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "82.09100000000001\n",
      "JNJ-38158471\n",
      "95.117\n",
      "94.574\n",
      "46.836999999999996\n",
      "108.911\n",
      "99.821\n",
      "93.07799999999999\n",
      "JNJ-38877605\n",
      "82.13799999999999\n",
      "88.698\n",
      "38.993\n",
      "85.72200000000001\n",
      "70.99\n",
      "80.167\n",
      "JNJ-7706621\n",
      "18.629\n",
      "45.068000000000005\n",
      "8.971\n",
      "32.735\n",
      "40.84\n",
      "39.567\n",
      "JNK Inhibitor V\n",
      "103.837\n",
      "81.411\n",
      "75.892\n",
      "57.477\n",
      "53.948\n",
      "57.683\n",
      "JQ1\n",
      "22.495\n",
      "57.091\n",
      "25.873\n",
      "35.489000000000004\n",
      "52.158\n",
      "45.815\n",
      "JS-59-4\n",
      "25.969\n",
      "50.07\n",
      "51.522\n",
      "69.982\n",
      "83.896\n",
      "63.332\n",
      "JS-65-103\n",
      "93.48899999999999\n",
      "96.915\n",
      "55.363\n",
      "73.271\n",
      "83.969\n",
      "75.705\n",
      "JTC-801\n",
      "5.994\n",
      "7.107\n",
      "5.861000000000001\n",
      "5.649\n",
      "3.511\n",
      "3.4360000000000004\n",
      "JZL-184\n",
      "93.464\n",
      "99.77799999999999\n",
      "98.404\n",
      "75.949\n",
      "102.236\n",
      "94.485\n",
      "JZL-195\n",
      "95.485\n",
      "107.045\n",
      "101.125\n",
      "12.497\n",
      "98.58200000000001\n",
      "92.469\n",
      "KDS-4103\n",
      "100.141\n",
      "102.604\n",
      "94.79799999999999\n",
      "101.926\n",
      "110.484\n",
      "105.955\n",
      "KH-CB19\n",
      "80.468\n",
      "88.07799999999999\n",
      "74.382\n",
      "63.58\n",
      "85.405\n",
      "75.437\n",
      "KHS101\n",
      "70.73\n",
      "11.339\n",
      "30.688000000000002\n",
      "64.17699999999999\n",
      "94.00299999999999\n",
      "82.913\n",
      "KI-16425\n",
      "80.051\n",
      "81.383\n",
      "86.76100000000001\n",
      "34.707\n",
      "76.464\n",
      "34.257\n",
      "KI-20227\n",
      "71.586\n",
      "81.865\n",
      "56.08\n",
      "91.49799999999999\n",
      "75.62899999999999\n",
      "68.665\n",
      "KI-8751\n",
      "60.3\n",
      "64.99\n",
      "1.528\n",
      "101.391\n",
      "74.14699999999999\n",
      "93.74799999999999\n",
      "KL001\n",
      "80.794\n",
      "82.95100000000001\n",
      "1.564\n",
      "89.073\n",
      "80.689\n",
      "88.584\n",
      "KN-62\n",
      "61.783\n",
      "82.42299999999999\n",
      "73.718\n",
      "51.908\n",
      "86.11\n",
      "74.423\n",
      "KN-93\n",
      "19.808\n",
      "15.433\n",
      "7.37\n",
      "77.811\n",
      "87.256\n",
      "74.67\n",
      "KRN-633\n",
      "95.58\n",
      "85.575\n",
      "0.5479999999999999\n",
      "87.59700000000001\n",
      "80.76\n",
      "82.259\n",
      "KRP 203\n",
      "6.155\n",
      "87.566\n",
      "6.18\n",
      "59.375\n",
      "52.836999999999996\n",
      "37.448\n",
      "KU 0060648\n",
      "67.431\n",
      "76.167\n",
      "7.354\n",
      "58.516999999999996\n",
      "52.104\n",
      "43.736000000000004\n",
      "KU-0063794\n",
      "40.303000000000004\n",
      "50.757\n",
      "37.368\n",
      "19.053\n",
      "37.363\n",
      "27.629\n",
      "KU-0064\n",
      "85.081\n",
      "90.73299999999999\n",
      "35.185\n",
      "92.77600000000001\n",
      "95.488\n",
      "82.67299999999999\n",
      "KU-60019\n",
      "77.361\n",
      "81.743\n",
      "14.48\n",
      "75.048\n",
      "70.047\n",
      "73.38\n",
      "KUC103669N-04\n",
      "93.79700000000001\n",
      "100.56299999999999\n",
      "62.261\n",
      "34.804\n",
      "108.557\n",
      "97.88799999999999\n",
      "KUC105555N-02\n",
      "88.62\n",
      "86.476\n",
      "83.77600000000001\n",
      "92.51\n",
      "99.50299999999999\n",
      "87.294\n",
      "KUC107550N\n",
      "32.493\n",
      "59.573\n",
      "19.494\n",
      "91.751\n",
      "76.3\n",
      "86.00399999999999\n",
      "KUC107871N-04\n",
      "20.154\n",
      "6.862\n",
      "4.121\n",
      "97.355\n",
      "93.727\n",
      "76.15\n",
      "KUC107887N-03\n",
      "86.26700000000001\n",
      "100.72399999999999\n",
      "23.861\n",
      "108.445\n",
      "109.083\n",
      "91.00399999999999\n",
      "KUC110948N-02\n",
      "80.938\n",
      "63.545\n",
      "84.635\n",
      "93.46700000000001\n",
      "96.008\n",
      "57.023999999999994\n",
      "KUC111774N-03\n",
      "55.031000000000006\n",
      "43.196000000000005\n",
      "49.873999999999995\n",
      "114.60600000000001\n",
      "97.928\n",
      "107.43299999999999\n",
      "KW-2449\n",
      "64.40899999999999\n",
      "54.633\n",
      "29.263\n",
      "82.684\n",
      "54.001999999999995\n",
      "61.178999999999995\n",
      "KW-2478\n",
      "3.383\n",
      "5.7139999999999995\n",
      "21.646\n",
      "63.282\n",
      "42.528\n",
      "46.773\n",
      "KX-01\n",
      "11.633\n",
      "22.267\n",
      "22.781999999999996\n",
      "30.828000000000003\n",
      "15.3\n",
      "13.7\n",
      "KY02111\n",
      "98.104\n",
      "90.209\n",
      "76.925\n",
      "63.063\n",
      "92.97399999999999\n",
      "69.217\n",
      "Kaempferol\n",
      "79.009\n",
      "84.72399999999999\n",
      "100.051\n",
      "67.753\n",
      "58.541000000000004\n",
      "83.59899999999999\n",
      "Kanamycin\n",
      "104.556\n",
      "105.36399999999999\n",
      "93.978\n",
      "97.359\n",
      "104.12100000000001\n",
      "91.61200000000001\n",
      "Kartogenin\n",
      "105.17200000000001\n",
      "90.087\n",
      "88.072\n",
      "108.419\n",
      "97.105\n",
      "104.95100000000001\n",
      "Ketanserin\n",
      "60.657\n",
      "75.94800000000001\n",
      "17.2\n",
      "89.728\n",
      "102.565\n",
      "103.796\n",
      "Ketoconazole\n",
      "66.91199999999999\n",
      "66.672\n",
      "41.566\n",
      "83.693\n",
      "94.185\n",
      "86.83\n",
      "Ketoprofen\n",
      "97.97399999999999\n",
      "98.61399999999999\n",
      "93.014\n",
      "89.69200000000001\n",
      "91.801\n",
      "75.77600000000001\n",
      "Ketorolac\n",
      "101.26700000000001\n",
      "98.73\n",
      "95.96600000000001\n",
      "72.53\n",
      "88.887\n",
      "89.92200000000001\n",
      "Ketotifen\n",
      "82.773\n",
      "84.59100000000001\n",
      "91.176\n",
      "49.203\n",
      "67.007\n",
      "73.173\n",
      "Kinetin\n",
      "99.17200000000001\n",
      "100.13\n",
      "97.041\n",
      "95.81299999999999\n",
      "91.67399999999999\n",
      "86.825\n",
      "L-690330\n",
      "79.44\n",
      "101.65100000000001\n",
      "80.843\n",
      "97.35600000000001\n",
      "90.339\n",
      "93.70299999999999\n",
      "L-779450\n",
      "49.648999999999994\n",
      "59.631\n",
      "22.066\n",
      "27.851999999999997\n",
      "40.536\n",
      "32.125\n",
      "L-NAME\n",
      "110.531\n",
      "104.436\n",
      "105.279\n",
      "104.681\n",
      "118.041\n",
      "107.68799999999999\n",
      "L-Thyroxine\n",
      "117.311\n",
      "102.65\n",
      "92.022\n",
      "102.796\n",
      "100.62299999999999\n",
      "83.12200000000001\n",
      "L-tetramisol\n",
      "97.667\n",
      "90.43\n",
      "92.82\n",
      "95.00399999999999\n",
      "105.315\n",
      "104.84100000000001\n",
      "LDN-193189\n",
      "4.272\n",
      "5.483\n",
      "2.931\n",
      "5.794\n",
      "5.118\n",
      "61.861000000000004\n",
      "LFM-A13\n",
      "89.07700000000001\n",
      "87.63\n",
      "84.90700000000001\n",
      "84.73899999999999\n",
      "89.693\n",
      "74.765\n",
      "LG100268\n",
      "91.758\n",
      "96.537\n",
      "2.841\n",
      "108.48\n",
      "92.42299999999999\n",
      "86.11\n",
      "LGK974\n",
      "100.323\n",
      "73.523\n",
      "74.122\n",
      "71.762\n",
      "101.81700000000001\n",
      "94.432\n",
      "LLL-12\n",
      "5.983\n",
      "6.629\n",
      "6.664\n",
      "56.305\n",
      "94.891\n",
      "83.556\n",
      "LRRK2-IN-1\n",
      "45.106\n",
      "82.12100000000001\n",
      "3.1069999999999998\n",
      "43.87\n",
      "46.431000000000004\n",
      "58.042\n",
      "LSD1-C76\n",
      "104.19200000000001\n",
      "105.18\n",
      "88.054\n",
      "85.29899999999999\n",
      "100.052\n",
      "81.14399999999999\n",
      "LY-2140023\n",
      "99.729\n",
      "60.781000000000006\n",
      "83.87200000000001\n",
      "73.064\n",
      "95.821\n",
      "96.604\n",
      "LY-2228820\n",
      "23.223000000000003\n",
      "61.18600000000001\n",
      "3.5460000000000003\n",
      "76.472\n",
      "65.513\n",
      "51.582\n",
      "LY-2608204\n",
      "7.115\n",
      "15.138\n",
      "5.797000000000001\n",
      "79.727\n",
      "90.054\n",
      "70.465\n",
      "LY-2811376\n",
      "100.492\n",
      "94.493\n",
      "87.50399999999999\n",
      "49.106\n",
      "55.783\n",
      "69.14399999999999\n",
      "LY-2874455\n",
      "4.928\n",
      "8.984\n",
      "0.182\n",
      "31.19\n",
      "23.896\n",
      "14.97\n",
      "LY-2886721\n",
      "103.723\n",
      "98.539\n",
      "101.84700000000001\n",
      "54.852\n",
      "52.952\n",
      "56.68899999999999\n",
      "LY-294002\n",
      "72.25399999999999\n",
      "69.354\n",
      "44.611000000000004\n",
      "53.108999999999995\n",
      "52.733999999999995\n",
      "50.808\n",
      "LY-2940680??\n",
      "80.959\n",
      "61.67100000000001\n",
      "52.63399999999999\n",
      "32.133\n",
      "81.444\n",
      "67.581\n",
      "LY-320135\n",
      "86.74799999999999\n",
      "93.399\n",
      "89.471\n",
      "112.185\n",
      "61.24100000000001\n",
      "78.65100000000001\n",
      "LY-411575\n",
      "75.289\n",
      "83.728\n",
      "66.393\n",
      "66.943\n",
      "91.01799999999999\n",
      "81.002\n",
      "LY2109761\n",
      "113.337\n",
      "104.571\n",
      "37.321\n",
      "97.36\n",
      "89.22399999999999\n",
      "86.243\n",
      "LY2157299\n",
      "118.38600000000001\n",
      "99.67\n",
      "49.003\n",
      "111.3\n",
      "87.78399999999999\n",
      "92.88799999999999\n",
      "LY310762\n",
      "91.523\n",
      "78.865\n",
      "81.783\n",
      "118.62700000000001\n",
      "96.036\n",
      "91.26100000000001\n",
      "LY335979 trihydrochloride\n",
      "38.639\n",
      "49.486999999999995\n",
      "56.963\n",
      "78.001\n",
      "76.217\n",
      "66.70100000000001\n",
      "Lacosamide\n",
      "100.95100000000001\n",
      "108.105\n",
      "106.509\n",
      "61.286\n",
      "68.836\n",
      "100.59100000000001\n",
      "Lactulose\n",
      "90.805\n",
      "88.921\n",
      "92.30799999999999\n",
      "91.757\n",
      "87.585\n",
      "82.146\n",
      "Lafutidine\n",
      "105.009\n",
      "24.671\n",
      "78.657\n",
      "93.48299999999999\n",
      "102.969\n",
      "110.094\n",
      "Lamivudine\n",
      "102.575\n",
      "116.851\n",
      "105.20700000000001\n",
      "73.247\n",
      "98.53\n",
      "94.275\n",
      "Lamotrigine\n",
      "105.84899999999999\n",
      "102.46799999999999\n",
      "95.18799999999999\n",
      "96.898\n",
      "112.07700000000001\n",
      "105.464\n",
      "Lansoprazole\n",
      "84.86200000000001\n",
      "89.09700000000001\n",
      "76.458\n",
      "89.74700000000001\n",
      "89.83\n",
      "80.459\n",
      "Lapatinib\n",
      "82.132\n",
      "96.09899999999999\n",
      "26.756\n",
      "48.938\n",
      "72.61399999999999\n",
      "79.753\n",
      "Lappaconitine\n",
      "105.37100000000001\n",
      "97.439\n",
      "95.875\n",
      "96.67200000000001\n",
      "112.463\n",
      "93.978\n",
      "Laquinimod\n",
      "116.62100000000001\n",
      "98.465\n",
      "99.601\n",
      "65.84899999999999\n",
      "99.266\n",
      "81.491\n",
      "Laropiprant\n",
      "103.171\n",
      "96.917\n",
      "103.17\n",
      "112.694\n",
      "101.76299999999999\n",
      "94.505\n",
      "Latrepirdine hydrochloride\n",
      "103.449\n",
      "95.315\n",
      "105.06200000000001\n",
      "72.955\n",
      "89.3\n",
      "88.21799999999999\n",
      "Leflunomide\n",
      "89.568\n",
      "81.214\n",
      "63.385\n",
      "105.18700000000001\n",
      "61.425\n",
      "72.753\n",
      "Lenalidomide\n",
      "94.68299999999999\n",
      "97.303\n",
      "80.426\n",
      "107.17399999999999\n",
      "94.785\n",
      "94.745\n",
      "Lenvatinib\n",
      "19.961\n",
      "41.115\n",
      "31.368000000000002\n",
      "43.376999999999995\n",
      "21.364\n",
      "18.488\n",
      "Lestaurtinib???\n",
      "6.212999999999999\n",
      "18.704\n",
      "4.592\n",
      "48.321999999999996\n",
      "37.129\n",
      "24.285\n",
      "Letrozole\n",
      "91.53\n",
      "89.055\n",
      "101.662\n",
      "100.64399999999999\n",
      "88.836\n",
      "81.01899999999999\n",
      "Levetiracetam\n",
      "116.59700000000001\n",
      "103.022\n",
      "100.064\n",
      "97.62899999999999\n",
      "105.805\n",
      "103.56200000000001\n",
      "Levodopa\n",
      "107.685\n",
      "113.587\n",
      "106.865\n",
      "116.92299999999999\n",
      "106.928\n",
      "110.28399999999999\n",
      "Levofloxacin\n",
      "111.906\n",
      "93.369\n",
      "82.316\n",
      "115.568\n",
      "41.582\n",
      "127.693\n",
      "Levonorgestrel\n",
      "90.48700000000001\n",
      "92.572\n",
      "94.32600000000001\n",
      "100.426\n",
      "78.06\n",
      "82.955\n",
      "Levosimendan\n",
      "54.52\n",
      "59.857\n",
      "11.182\n",
      "61.964\n",
      "74.204\n",
      "84.324\n",
      "Levosulpiride\n",
      "117.11399999999999\n",
      "103.40299999999999\n",
      "81.581\n",
      "106.661\n",
      "81.423\n",
      "74.26\n",
      "Lexibulin hydrochloride\n",
      "29.496\n",
      "37.704\n",
      "7.127999999999999\n",
      "49.48\n",
      "29.24\n",
      "30.926\n",
      "Licofelone\n",
      "91.42299999999999\n",
      "87.73700000000001\n",
      "81.908\n",
      "90.477\n",
      "86.979\n",
      "81.918\n",
      "Lificiguat\n",
      "84.662\n",
      "72.82\n",
      "65.53\n",
      "106.346\n",
      "84.383\n",
      "23.822\n",
      "Limonin\n",
      "102.10799999999999\n",
      "104.1\n",
      "105.54799999999999\n",
      "104.366\n",
      "107.744\n",
      "104.559\n",
      "Linagliptin\n",
      "110.053\n",
      "105.01899999999999\n",
      "86.40299999999999\n",
      "61.105\n",
      "99.93\n",
      "91.906\n",
      "Lincomycin hydrochloride\n",
      "97.384\n",
      "94.811\n",
      "90.789\n",
      "90.82\n",
      "99.32700000000001\n",
      "86.431\n",
      "Linezolid\n",
      "104.391\n",
      "89.64200000000001\n",
      "74.133\n",
      "107.10600000000001\n",
      "94.56\n",
      "98.10799999999999\n",
      "Linifanib\n",
      "60.193000000000005\n",
      "73.294\n",
      "12.359000000000002\n",
      "156.505\n",
      "93.604\n",
      "109.70100000000001\n",
      "Linopirdine\n",
      "86.76100000000001\n",
      "91.508\n",
      "104.245\n",
      "82.007\n",
      "120.921\n",
      "123.98299999999999\n",
      "Linsitinib\n",
      "63.092\n",
      "67.805\n",
      "30.329\n",
      "60.906000000000006\n",
      "79.443\n",
      "82.206\n",
      "Liranaftate\n",
      "105.524\n",
      "100.32700000000001\n",
      "59.412\n",
      "107.09299999999999\n",
      "100.447\n",
      "90.85700000000001\n",
      "Lirimilast\n",
      "67.736\n",
      "84.72200000000001\n",
      "91.755\n",
      "16.247\n",
      "30.901\n",
      "51.06\n",
      "Lomefloxacin hydrochloride\n",
      "103.55799999999999\n",
      "103.87200000000001\n",
      "100.729\n",
      "51.518\n",
      "103.514\n",
      "104.4\n",
      "Lomibuvir\n",
      "68.744\n",
      "60.652\n",
      "59.378\n",
      "94.509\n",
      "86.365\n",
      "97.21\n",
      "Lomustine\n",
      "42.641000000000005\n",
      "95.275\n",
      "94.51100000000001\n",
      "123.119\n",
      "112.005\n",
      "100.73100000000001\n",
      "Lonafarnib\n",
      "52.528999999999996\n",
      "59.333999999999996\n",
      "37.582\n",
      "92.743\n",
      "81.817\n",
      "81.286\n",
      "Lonidamine\n",
      "101.565\n",
      "86.24799999999999\n",
      "55.55\n",
      "87.713\n",
      "86.088\n",
      "93.45200000000001\n",
      "Loperamide\n",
      "68.678\n",
      "76.149\n",
      "39.079\n",
      "86.402\n",
      "93.902\n",
      "88.148\n",
      "Lopinavir\n",
      "71.241\n",
      "82.07600000000001\n",
      "79.535\n",
      "111.443\n",
      "92.287\n",
      "91.291\n",
      "Loratadine\n",
      "73.749\n",
      "85.62200000000001\n",
      "54.769\n",
      "119.68799999999999\n",
      "96.51700000000001\n",
      "95.02600000000001\n",
      "Lornoxicam\n",
      "112.88799999999999\n",
      "108.734\n",
      "91.531\n",
      "87.929\n",
      "67.693\n",
      "93.31\n",
      "Loteprednol etabonate\n",
      "106.434\n",
      "108.155\n",
      "104.35600000000001\n",
      "100.06200000000001\n",
      "91.58\n",
      "75.499\n",
      "Lovastatin\n",
      "5.667999999999999\n",
      "12.374\n",
      "58.977\n",
      "56.472\n",
      "49.318999999999996\n",
      "42.144\n",
      "Lubiprostone\n",
      "107.375\n",
      "91.316\n",
      "89.148\n",
      "115.863\n",
      "94.912\n",
      "97.178\n",
      "Lumacaftor\n",
      "5.975\n",
      "13.780999999999999\n",
      "5.159\n",
      "5.181\n",
      "10.013\n",
      "5.2139999999999995\n",
      "Lumefantrine\n",
      "103.944\n",
      "93.21\n",
      "95.109\n",
      "82.977\n",
      "116.98299999999999\n",
      "88.87200000000001\n",
      "Lupeol\n",
      "105.06200000000001\n",
      "104.08200000000001\n",
      "104.79\n",
      "120.27799999999999\n",
      "110.911\n",
      "104.92\n",
      "Luteolin\n",
      "92.885\n",
      "95.102\n",
      "104.82799999999999\n",
      "71.06\n",
      "73.575\n",
      "88.73\n",
      "M344\n",
      "3.8689999999999998\n",
      "6.872999999999999\n",
      "18.562\n",
      "9.078\n",
      "4.98\n",
      "11.350999999999999\n",
      "MC-1568\n",
      "100.079\n",
      "100.27600000000001\n",
      "90.542\n",
      "124.94200000000001\n",
      "112.64399999999999\n",
      "111.12200000000001\n",
      "MCOPPB\n",
      "84.419\n",
      "97.014\n",
      "73.259\n",
      "81.415\n",
      "83.29799999999999\n",
      "7.38\n",
      "MDV-3100\n",
      "99.475\n",
      "95.78299999999999\n",
      "81.023\n",
      "74.491\n",
      "92.26299999999999\n",
      "87.404\n",
      "MG-115\n",
      "5.795\n",
      "9.826\n",
      "5.051\n",
      "6.895\n",
      "5.121\n",
      "5.487\n",
      "MG-132\n",
      "5.947\n",
      "9.98\n",
      "5.742000000000001\n",
      "6.605\n",
      "4.625\n",
      "5.386\n",
      "MG-149\n",
      "108.331\n",
      "99.29700000000001\n",
      "76.087\n",
      "99.477\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "94.175\n",
      "94.522\n",
      "MGCD-265\n",
      "56.776\n",
      "47.691\n",
      "15.08\n",
      "69.891\n",
      "96.397\n",
      "97.905\n",
      "MI-2\n",
      "106.71799999999999\n",
      "78.638\n",
      "58.53\n",
      "44.16\n",
      "94.238\n",
      "95.52600000000001\n",
      "MK-0354\n",
      "105.869\n",
      "108.42200000000001\n",
      "101.34299999999999\n",
      "81.362\n",
      "107.641\n",
      "101.101\n",
      "MK-0752\n",
      "78.39399999999999\n",
      "87.984\n",
      "94.023\n",
      "80.67399999999999\n",
      "80.372\n",
      "88.524\n",
      "MK-1775\n",
      "29.878\n",
      "56.242\n",
      "13.634\n",
      "65.873\n",
      "43.994\n",
      "36.054\n",
      "MK-2048\n",
      "108.088\n",
      "99.01\n",
      "74.512\n",
      "107.58\n",
      "110.068\n",
      "96.27799999999999\n",
      "MK-2206\n",
      "57.273999999999994\n",
      "63.608999999999995\n",
      "17.355\n",
      "73.372\n",
      "13.275\n",
      "8.687999999999999\n",
      "MK-2461\n",
      "48.096000000000004\n",
      "38.132\n",
      "43.873999999999995\n",
      "83.273\n",
      "63.097\n",
      "75.15899999999999\n",
      "MK-3207\n",
      "95.382\n",
      "108.554\n",
      "102.632\n",
      "102.48\n",
      "91.89299999999999\n",
      "96.771\n",
      "MK-5108\n",
      "87.115\n",
      "92.13\n",
      "81.437\n",
      "85.589\n",
      "78.361\n",
      "78.32600000000001\n",
      "MK-767\n",
      "91.414\n",
      "86.061\n",
      "74.368\n",
      "81.074\n",
      "86.51\n",
      "77.803\n",
      "MK-8245\n",
      "99.13600000000001\n",
      "91.046\n",
      "21.564\n",
      "115.412\n",
      "101.045\n",
      "81.98700000000001\n",
      "MK-886\n",
      "96.37\n",
      "90.949\n",
      "93.285\n",
      "60.283\n",
      "82.23200000000001\n",
      "86.141\n",
      "ML 141\n",
      "81.185\n",
      "90.94\n",
      "28.54\n",
      "58.5\n",
      "114.44\n",
      "113.25299999999999\n",
      "MLN-120B\n",
      "58.485\n",
      "69.083\n",
      "38.593\n",
      "109.735\n",
      "73.697\n",
      "79.994\n",
      "MLN-2238??\n",
      "8.269\n",
      "17.618\n",
      "4.816\n",
      "18.627\n",
      "5.653\n",
      "3.7119999999999997\n",
      "MLN-2480\n",
      "72.932\n",
      "89.60700000000001\n",
      "68.139\n",
      "62.674\n",
      "94.195\n",
      "82.616\n",
      "MLN-4924\n",
      "23.875999999999998\n",
      "18.323\n",
      "40.366\n",
      "74.25399999999999\n",
      "46.967\n",
      "48.451\n",
      "MLN-8054\n",
      "70.931\n",
      "88.44200000000001\n",
      "69.905\n",
      "101.914\n",
      "90.844\n",
      "100.27799999999999\n",
      "MP-10\n",
      "9.514\n",
      "3.842\n",
      "11.036\n",
      "95.45200000000001\n",
      "91.96600000000001\n",
      "83.829\n",
      "MPEP\n",
      "111.23200000000001\n",
      "90.67\n",
      "75.936\n",
      "93.05\n",
      "86.581\n",
      "108.361\n",
      "Macitentan\n",
      "85.195\n",
      "91.964\n",
      "91.84100000000001\n",
      "73.818\n",
      "84.139\n",
      "97.36399999999999\n",
      "Malotilate\n",
      "88.23700000000001\n",
      "91.62700000000001\n",
      "71.388\n",
      "112.70200000000001\n",
      "88.133\n",
      "95.67399999999999\n",
      "Manidipine dihydrochloride\n",
      "99.185\n",
      "105.87100000000001\n",
      "96.772\n",
      "77.735\n",
      "100.11\n",
      "91.098\n",
      "Mannitol\n",
      "103.073\n",
      "94.149\n",
      "102.833\n",
      "107.78299999999999\n",
      "97.514\n",
      "95.786\n",
      "Manoalide\n",
      "86.875\n",
      "105.679\n",
      "85.84100000000001\n",
      "83.416\n",
      "80.98899999999999\n",
      "77.493\n",
      "Maprotiline hydrochloride\n",
      "81.918\n",
      "78.574\n",
      "60.413000000000004\n",
      "64.818\n",
      "72.008\n",
      "53.793\n",
      "Maraviroc\n",
      "86.022\n",
      "75.865\n",
      "50.053000000000004\n",
      "107.42\n",
      "107.66\n",
      "95.714\n",
      "Marbofloxacin\n",
      "109.399\n",
      "97.50399999999999\n",
      "100.829\n",
      "116.70299999999999\n",
      "95.90299999999999\n",
      "86.43\n",
      "Marizomib\n",
      "14.385\n",
      "23.212\n",
      "50.744\n",
      "12.049000000000001\n",
      "5.145\n",
      "2.938\n",
      "Masitinib\n",
      "67.285\n",
      "73.093\n",
      "14.98\n",
      "114.473\n",
      "75.882\n",
      "58.772\n",
      "Masoprocol\n",
      "23.430999999999997\n",
      "43.445\n",
      "21.733\n",
      "96.095\n",
      "70.723\n",
      "37.384\n",
      "Matrine\n",
      "99.556\n",
      "97.86200000000001\n",
      "93.56700000000001\n",
      "72.8\n",
      "98.29\n",
      "91.704\n",
      "Mebendazole\n",
      "51.613\n",
      "57.208999999999996\n",
      "46.306999999999995\n",
      "43.29\n",
      "35.39\n",
      "48.048\n",
      "Mecarbinate\n",
      "100.307\n",
      "91.40799999999999\n",
      "92.88600000000001\n",
      "56.479\n",
      "98.594\n",
      "104.042\n",
      "Meclinertant\n",
      "109.18799999999999\n",
      "105.499\n",
      "93.074\n",
      "116.846\n",
      "98.928\n",
      "94.351\n",
      "Meclizine hydrochloride\n",
      "82.164\n",
      "94.375\n",
      "32.159\n",
      "93.882\n",
      "93.961\n",
      "82.695\n",
      "Medroxyprogesterone acetate\n",
      "88.395\n",
      "96.641\n",
      "86.77\n",
      "65.666\n",
      "98.811\n",
      "89.764\n",
      "Mefloquine\n",
      "81.993\n",
      "80.35300000000001\n",
      "41.092\n",
      "54.288000000000004\n",
      "15.687000000000001\n",
      "36.384\n",
      "Megestrol acetate\n",
      "66.153\n",
      "97.77600000000001\n",
      "82.303\n",
      "99.49600000000001\n",
      "49.79600000000001\n",
      "28.42\n",
      "Meglumine\n",
      "98.59200000000001\n",
      "112.584\n",
      "97.306\n",
      "116.904\n",
      "104.353\n",
      "121.281\n",
      "Melatonin\n",
      "79.132\n",
      "96.95299999999999\n",
      "93.39200000000001\n",
      "106.462\n",
      "109.48299999999999\n",
      "84.68700000000001\n",
      "Meloxicam\n",
      "104.344\n",
      "107.588\n",
      "98.35600000000001\n",
      "15.687000000000001\n",
      "99.056\n",
      "101.316\n",
      "Melphalan\n",
      "56.096000000000004\n",
      "81.222\n",
      "86.505\n",
      "116.361\n",
      "85.631\n",
      "45.937\n",
      "Memantine\n",
      "81.274\n",
      "101.056\n",
      "101.965\n",
      "25.534000000000002\n",
      "63.861999999999995\n",
      "99.992\n",
      "Menadione\n",
      "70.484\n",
      "94.64299999999999\n",
      "64.133\n",
      "107.97399999999999\n",
      "94.066\n",
      "103.471\n",
      "Meprednisone\n",
      "93.113\n",
      "103.72200000000001\n",
      "90.024\n",
      "108.712\n",
      "95.184\n",
      "98.008\n",
      "Merck 5\n",
      "41.695\n",
      "59.46\n",
      "58.534\n",
      "113.676\n",
      "84.479\n",
      "96.074\n",
      "Merck-22-6\n",
      "5.0569999999999995\n",
      "10.253\n",
      "1.411\n",
      "4.235\n",
      "4.797\n",
      "3.608\n",
      "Meropenem\n",
      "96.82799999999999\n",
      "100.251\n",
      "90.55\n",
      "98.225\n",
      "98.493\n",
      "95.94\n",
      "Mesna disulfide\n",
      "102.648\n",
      "103.55799999999999\n",
      "97.964\n",
      "110.895\n",
      "101.139\n",
      "102.21600000000001\n",
      "Mestranol\n",
      "95.061\n",
      "91.79\n",
      "87.62700000000001\n",
      "69.009\n",
      "94.654\n",
      "90.405\n",
      "Metenkephalin\n",
      "114.728\n",
      "110.287\n",
      "103.95200000000001\n",
      "111.77600000000001\n",
      "108.62700000000001\n",
      "110.01799999999999\n",
      "Metformin HCl\n",
      "99.397\n",
      "108.411\n",
      "56.708999999999996\n",
      "121.186\n",
      "105.209\n",
      "97.05799999999999\n",
      "Methacycline hydrochloride\n",
      "102.303\n",
      "96.852\n",
      "91.605\n",
      "94.414\n",
      "98.56299999999999\n",
      "84.697\n",
      "Methocarbamol\n",
      "113.376\n",
      "107.086\n",
      "101.413\n",
      "61.838\n",
      "104.535\n",
      "97.87899999999999\n",
      "Methotrexate\n",
      "43.027\n",
      "67.98899999999999\n",
      "19.322\n",
      "32.254\n",
      "27.715\n",
      "15.362\n",
      "Methoxsalen\n",
      "94.12299999999999\n",
      "101.57600000000001\n",
      "51.037\n",
      "105.087\n",
      "99.464\n",
      "86.09100000000001\n",
      "Methyl Hesperidin\n",
      "101.18700000000001\n",
      "100.53299999999999\n",
      "99.26100000000001\n",
      "43.757\n",
      "102.955\n",
      "96.65100000000001\n",
      "Methyldopa\n",
      "97.04899999999999\n",
      "90.405\n",
      "87.6\n",
      "115.165\n",
      "87.26\n",
      "84.46\n",
      "Methylene blue\n",
      "16.822\n",
      "20.44\n",
      "18.242\n",
      "23.383000000000003\n",
      "14.509\n",
      "6.599\n",
      "Methylprednisolone\n",
      "102.78299999999999\n",
      "100.88\n",
      "72.661\n",
      "73.55\n",
      "75.146\n",
      "69.72\n",
      "Methylrosaniline chloride\n",
      "1.3719999999999999\n",
      "3.343\n",
      "1.619\n",
      "13.872\n",
      "18.58\n",
      "5.23\n",
      "Metolazone\n",
      "89.08\n",
      "99.251\n",
      "92.301\n",
      "97.177\n",
      "98.762\n",
      "92.64\n",
      "Metronidazole\n",
      "113.506\n",
      "108.316\n",
      "95.741\n",
      "124.82799999999999\n",
      "107.274\n",
      "81.742\n",
      "Mianserin\n",
      "86.829\n",
      "83.969\n",
      "51.656000000000006\n",
      "78.71300000000001\n",
      "75.221\n",
      "63.092\n",
      "Miconazole nitrate\n",
      "52.68\n",
      "59.711999999999996\n",
      "65.589\n",
      "95.23299999999999\n",
      "101.176\n",
      "88.009\n",
      "Midostaurin\n",
      "19.423\n",
      "22.13\n",
      "6.335\n",
      "36.43\n",
      "28.829\n",
      "18.147000000000002\n",
      "Mifepristone\n",
      "7.422000000000001\n",
      "20.456\n",
      "16.863\n",
      "27.346\n",
      "25.748\n",
      "19.096\n",
      "Miglitol\n",
      "100.976\n",
      "105.986\n",
      "100.14\n",
      "116.031\n",
      "105.20200000000001\n",
      "98.99700000000001\n",
      "Milciclib\n",
      "39.514\n",
      "47.765\n",
      "31.923000000000002\n",
      "40.8\n",
      "28.819000000000003\n",
      "21.122\n",
      "Milrinone\n",
      "86.581\n",
      "92.301\n",
      "33.721\n",
      "47.758\n",
      "86.02799999999999\n",
      "76.09\n",
      "Minocycline\n",
      "118.287\n",
      "101.915\n",
      "76.919\n",
      "111.94200000000001\n",
      "109.986\n",
      "98.155\n",
      "Minoxidil\n",
      "108.104\n",
      "101.79700000000001\n",
      "98.994\n",
      "137.137\n",
      "117.976\n",
      "129.605\n",
      "Mirtazapine\n",
      "101.209\n",
      "95.98700000000001\n",
      "95.285\n",
      "95.531\n",
      "89.98299999999999\n",
      "79.372\n",
      "Mithramycin\n",
      "7.555\n",
      "24.364\n",
      "5.582000000000001\n",
      "11.192\n",
      "15.568\n",
      "7.37\n",
      "Mitiglinide calcium hydrate\n",
      "102.814\n",
      "102.882\n",
      "106.32\n",
      "115.54799999999999\n",
      "102.215\n",
      "112.964\n",
      "Mitomycin\n",
      "102.085\n",
      "100.821\n",
      "86.48100000000001\n",
      "103.656\n",
      "75.715\n",
      "91.07600000000001\n",
      "Mitotane\n",
      "90.406\n",
      "90.527\n",
      "81.584\n",
      "83.541\n",
      "95.906\n",
      "85.323\n",
      "Mitoxantrone\n",
      "6.625\n",
      "10.932\n",
      "18.000999999999998\n",
      "5.814\n",
      "21.933000000000003\n",
      "6.754\n",
      "Mizolastine\n",
      "70.032\n",
      "93.78299999999999\n",
      "106.831\n",
      "43.483999999999995\n",
      "84.301\n",
      "82.10600000000001\n",
      "Mizoribine\n",
      "101.479\n",
      "102.68700000000001\n",
      "99.235\n",
      "99.32600000000001\n",
      "97.446\n",
      "83.729\n",
      "Mocetinostat\n",
      "6.545\n",
      "10.398\n",
      "11.845\n",
      "15.857999999999999\n",
      "9.89\n",
      "16.406\n",
      "Mometasone furoate\n",
      "89.005\n",
      "85.512\n",
      "44.342\n",
      "43.888000000000005\n",
      "34.121\n",
      "26.936999999999998\n",
      "Monastrol\n",
      "55.38\n",
      "73.883\n",
      "59.376999999999995\n",
      "60.067\n",
      "64.726\n",
      "70.376\n",
      "Monatepil\n",
      "59.018\n",
      "5.193\n",
      "43.451\n",
      "92.884\n",
      "72.763\n",
      "56.464\n",
      "Monensin sodium salt\n",
      "18.776\n",
      "33.61\n",
      "11.474\n",
      "29.717\n",
      "47.596000000000004\n",
      "53.644\n",
      "Monobenzone\n",
      "77.916\n",
      "89.662\n",
      "23.881\n",
      "114.41\n",
      "84.81700000000001\n",
      "75.832\n",
      "Morin hydrate\n",
      "84.787\n",
      "106.59899999999999\n",
      "47.73\n",
      "108.29700000000001\n",
      "97.741\n",
      "86.825\n",
      "Moroxydine\n",
      "110.876\n",
      "104.469\n",
      "91.329\n",
      "52.006\n",
      "113.49\n",
      "103.476\n",
      "Mosapride citrate\n",
      "85.07700000000001\n",
      "90.345\n",
      "92.72200000000001\n",
      "113.824\n",
      "87.868\n",
      "67.436\n",
      "Motesanib\n",
      "54.218\n",
      "73.46\n",
      "50.504\n",
      "99.863\n",
      "86.12\n",
      "82.555\n",
      "Moxifloxacin hydrochloride monohydrate\n",
      "104.325\n",
      "110.49600000000001\n",
      "86.931\n",
      "120.111\n",
      "108.714\n",
      "95.507\n",
      "Moxonidine hydrochloride hydrate\n",
      "111.096\n",
      "111.081\n",
      "102.836\n",
      "77.97800000000001\n",
      "94.90799999999999\n",
      "101.75399999999999\n",
      "Mubritinib\n",
      "51.927\n",
      "4.967\n",
      "23.112\n",
      "80.566\n",
      "62.187\n",
      "68.483\n",
      "Mycophenolate mofetil\n",
      "31.627\n",
      "55.858000000000004\n",
      "41.257\n",
      "42.457\n",
      "35.242\n",
      "39.486\n",
      "Mycophenolic acid\n",
      "31.701\n",
      "55.316\n",
      "41.868\n",
      "47.827\n",
      "36.914\n",
      "39.484\n",
      "Myricetin\n",
      "96.84299999999999\n",
      "95.053\n",
      "54.66\n",
      "91.465\n",
      "94.148\n",
      "85.256\n",
      "NCGC00037850\n",
      "100.82700000000001\n",
      "93.762\n",
      "89.979\n",
      "100.75\n",
      "94.15299999999999\n",
      "86.696\n",
      "NCGC00161703\n",
      "14.103\n",
      "40.766999999999996\n",
      "3.39\n",
      "15.085\n",
      "28.691999999999997\n",
      "36.421\n",
      "NCGC00168459-01\n",
      "75.307\n",
      "81.978\n",
      "53.438\n",
      "4.577\n",
      "4.126\n",
      "3.6260000000000003\n",
      "NCGC00183434-01\n",
      "105.43700000000001\n",
      "110.412\n",
      "101.38799999999999\n",
      "131.549\n",
      "106.852\n",
      "92.4\n",
      "NCGC00183808-01\n",
      "88.34299999999999\n",
      "92.45299999999999\n",
      "97.204\n",
      "48.385\n",
      "71.333\n",
      "61.867\n",
      "NCGC00185053\n",
      "95.839\n",
      "100.305\n",
      "90.411\n",
      "98.23\n",
      "97.40700000000001\n",
      "90.837\n",
      "NCGC00185090-04\n",
      "33.912\n",
      "59.766999999999996\n",
      "39.713\n",
      "36.909\n",
      "50.756\n",
      "41.07899999999999\n",
      "NCGC00185916\n",
      "96.81299999999999\n",
      "89.40100000000001\n",
      "38.095\n",
      "120.82700000000001\n",
      "95.859\n",
      "102.48100000000001\n",
      "NCGC00186528\n",
      "72.173\n",
      "92.32799999999999\n",
      "95.23100000000001\n",
      "116.699\n",
      "77.913\n",
      "82.08200000000001\n",
      "NCGC00188382-01\n",
      "16.752\n",
      "33.509\n",
      "2.9389999999999996\n",
      "13.277999999999999\n",
      "24.358\n",
      "7.562\n",
      "NCGC00188866-01\n",
      "75.459\n",
      "49.441\n",
      "36.187\n",
      "16.345\n",
      "89.184\n",
      "74.925\n",
      "NCGC00189393-02\n",
      "95.191\n",
      "85.735\n",
      "39.736999999999995\n",
      "42.467\n",
      "96.243\n",
      "86.316\n",
      "NCGC00238624\n",
      "102.74\n",
      "109.02799999999999\n",
      "103.67399999999999\n",
      "102.139\n",
      "86.75299999999999\n",
      "78.96\n",
      "NCGC00241036-01\n",
      "87.509\n",
      "80.499\n",
      "84.18\n",
      "99.1\n",
      "98.90100000000001\n",
      "93.792\n",
      "NCGC00241410-01\n",
      "62.07\n",
      "69.032\n",
      "65.747\n",
      "95.723\n",
      "44.869\n",
      "31.184\n",
      "NCGC00241411-01\n",
      "104.613\n",
      "97.507\n",
      "32.766999999999996\n",
      "99.521\n",
      "86.986\n",
      "71.932\n",
      "NCGC00242487\n",
      "15.488\n",
      "30.919\n",
      "3.67\n",
      "59.937\n",
      "47.88\n",
      "47.163999999999994\n",
      "NCGC00244250-01\n",
      "40.537\n",
      "59.023999999999994\n",
      "48.542\n",
      "81.03\n",
      "60.105\n",
      "68.186\n",
      "NCGC00247866-02\n",
      "103.869\n",
      "91.374\n",
      "89.96600000000001\n",
      "83.105\n",
      "92.625\n",
      "70.15\n",
      "NCGC00249759-01\n",
      "103.285\n",
      "107.021\n",
      "102.32700000000001\n",
      "84.19200000000001\n",
      "99.587\n",
      "88.816\n",
      "NCGC00262331\n",
      "99.721\n",
      "86.8\n",
      "93.84\n",
      "121.25200000000001\n",
      "62.78\n",
      "63.248999999999995\n",
      "NCGC00262376\n",
      "48.013999999999996\n",
      "53.747\n",
      "80.10600000000001\n",
      "40.118\n",
      "39.802\n",
      "26.743000000000002\n",
      "NCGC00262398\n",
      "40.333\n",
      "13.135\n",
      "21.019000000000002\n",
      "94.20700000000001\n",
      "92.289\n",
      "97.652\n",
      "NCGC00262689\n",
      "93.191\n",
      "104.961\n",
      "93.17200000000001\n",
      "74.702\n",
      "88.066\n",
      "92.811\n",
      "NCGC00263015-01\n",
      "71.582\n",
      "78.411\n",
      "12.883\n",
      "91.86200000000001\n",
      "99.64399999999999\n",
      "77.777\n",
      "NCGC00263018-01\n",
      "23.081\n",
      "41.731\n",
      "56.995\n",
      "37.786\n",
      "34.671\n",
      "37.983000000000004\n",
      "NCGC00263020-01\n",
      "29.239\n",
      "42.705\n",
      "5.586\n",
      "70.748\n",
      "47.37\n",
      "50.397\n",
      "NCGC00344990-01\n",
      "14.329\n",
      "45.083\n",
      "3.432\n",
      "13.63\n",
      "30.426\n",
      "9.416\n",
      "NCGC00344999-01\n",
      "16.488\n",
      "17.785999999999998\n",
      "3.112\n",
      "35.492\n",
      "29.697\n",
      "20.785\n",
      "NCGC00346747-02\n",
      "103.335\n",
      "86.921\n",
      "39.789\n",
      "144.372\n",
      "64.59899999999999\n",
      "86.667\n",
      "NIBR-17\n",
      "41.731\n",
      "31.16\n",
      "24.401\n",
      "29.753\n",
      "53.905\n",
      "46.534\n",
      "NMP\n",
      "103.906\n",
      "104.35\n",
      "99.71700000000001\n",
      "91.16\n",
      "100.21700000000001\n",
      "103.715\n",
      "NPS-2143\n",
      "131.59799999999998\n",
      "93.97399999999999\n",
      "96.905\n",
      "88.82600000000001\n",
      "65.32300000000001\n",
      "67.687\n",
      "NPS-R568\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "105.68700000000001\n",
      "101.072\n",
      "100.037\n",
      "12.425999999999998\n",
      "94.821\n",
      "102.11\n",
      "NSC 23766\n",
      "97.524\n",
      "94.321\n",
      "60.121\n",
      "79.237\n",
      "87.338\n",
      "71.738\n",
      "NSC-207895\n",
      "94.178\n",
      "87.62299999999999\n",
      "57.282\n",
      "80.735\n",
      "76.596\n",
      "88.73100000000001\n",
      "NSC-48006\n",
      "73.86399999999999\n",
      "75.675\n",
      "16.862000000000002\n",
      "95.74700000000001\n",
      "55.443000000000005\n",
      "66.577\n",
      "NSC-678515\n",
      "109.34\n",
      "100.29700000000001\n",
      "104.708\n",
      "49.836999999999996\n",
      "111.40899999999999\n",
      "102.616\n",
      "NSC-724771\n",
      "45.955\n",
      "63.772\n",
      "60.205\n",
      "77.777\n",
      "98.083\n",
      "93.66799999999999\n",
      "NSC-75503\n",
      "106.29700000000001\n",
      "110.505\n",
      "105.84100000000001\n",
      "56.101000000000006\n",
      "87.324\n",
      "77.696\n",
      "NSC-87877\n",
      "103.51100000000001\n",
      "95.456\n",
      "83.21600000000001\n",
      "86.78200000000001\n",
      "98.90299999999999\n",
      "77.833\n",
      "NSC319726\n",
      "16.977999999999998\n",
      "34.799\n",
      "2.613\n",
      "15.843\n",
      "15.117\n",
      "11.212\n",
      "NU-6027\n",
      "33.681\n",
      "31.465\n",
      "17.336\n",
      "63.836000000000006\n",
      "57.863\n",
      "39.069\n",
      "NU-6102\n",
      "30.248\n",
      "38.702\n",
      "22.559\n",
      "76.176\n",
      "69.29899999999999\n",
      "64.53\n",
      "NU-7441\n",
      "87.633\n",
      "99.02600000000001\n",
      "36.854\n",
      "71.737\n",
      "101.67200000000001\n",
      "89.53\n",
      "NVP-ABE171\n",
      "51.178999999999995\n",
      "63.512\n",
      "5.568\n",
      "43.725\n",
      "90.583\n",
      "68.64\n",
      "NVP-AEW541\n",
      "81.825\n",
      "75.43\n",
      "26.06\n",
      "119.75\n",
      "96.194\n",
      "86.307\n",
      "NVP-AUY922\n",
      "2.861\n",
      "49.955\n",
      "4.917\n",
      "68.969\n",
      "57.708999999999996\n",
      "61.095\n",
      "NVP-BGT226\n",
      "3.73\n",
      "3.9419999999999997\n",
      "2.02\n",
      "3.6069999999999998\n",
      "3.932\n",
      "1.3619999999999999\n",
      "NVP-BHG712\n",
      "92.064\n",
      "88.306\n",
      "50.516000000000005\n",
      "92.791\n",
      "90.774\n",
      "96.083\n",
      "NVP-BSK805\n",
      "40.868\n",
      "41.928999999999995\n",
      "5.557\n",
      "36.597\n",
      "36.538000000000004\n",
      "36.27\n",
      "NVP-BVU-972\n",
      "95.77799999999999\n",
      "97.285\n",
      "41.626999999999995\n",
      "74.118\n",
      "92.456\n",
      "68.307\n",
      "NVP-LDE-225\n",
      "97.384\n",
      "72.59\n",
      "85.68700000000001\n",
      "120.031\n",
      "95.34100000000001\n",
      "100.29899999999999\n",
      "NVP-TAE226\n",
      "32.049\n",
      "20.865\n",
      "17.793\n",
      "33.559\n",
      "57.601000000000006\n",
      "68.1\n",
      "NVP-XAV-939\n",
      "78.874\n",
      "73.722\n",
      "65.936\n",
      "63.213\n",
      "82.97399999999999\n",
      "73.98100000000001\n",
      "NVP231\n",
      "48.563\n",
      "59.276\n",
      "5.23\n",
      "109.72399999999999\n",
      "118.035\n",
      "118.69200000000001\n",
      "Nafamostat mesilate\n",
      "101.535\n",
      "91.473\n",
      "84.647\n",
      "94.402\n",
      "78.85600000000001\n",
      "85.08\n",
      "Naftopidil\n",
      "71.845\n",
      "90.148\n",
      "84.1\n",
      "104.689\n",
      "94.23299999999999\n",
      "111.615\n",
      "Nalidixic acid\n",
      "102.52\n",
      "100.415\n",
      "102.604\n",
      "49.836999999999996\n",
      "96.86\n",
      "66.575\n",
      "Naltrexone hydrochloride\n",
      "109.131\n",
      "103.071\n",
      "99.708\n",
      "110.42\n",
      "98.588\n",
      "106.367\n",
      "Nanchangmycin\n",
      "26.212\n",
      "29.885\n",
      "10.4\n",
      "103.21\n",
      "93.01899999999999\n",
      "91.76100000000001\n",
      "Nandrolone phenpropionate\n",
      "98.48700000000001\n",
      "110.26100000000001\n",
      "110.28\n",
      "112.62100000000001\n",
      "96.31299999999999\n",
      "91.74700000000001\n",
      "Naproxen sodium\n",
      "102.781\n",
      "108.59700000000001\n",
      "104.43700000000001\n",
      "94.581\n",
      "98.414\n",
      "99.948\n",
      "Naratriptan hydrochloride\n",
      "86.632\n",
      "59.596000000000004\n",
      "77.22800000000001\n",
      "64.516\n",
      "80.69800000000001\n",
      "78.105\n",
      "Naringenin\n",
      "90.601\n",
      "100.551\n",
      "55.608000000000004\n",
      "117.833\n",
      "96.39\n",
      "92.851\n",
      "Natamycin\n",
      "96.12\n",
      "77.94\n",
      "102.221\n",
      "124.556\n",
      "93.365\n",
      "112.814\n",
      "Nateglinide\n",
      "90.14399999999999\n",
      "91.354\n",
      "90.09700000000001\n",
      "92.321\n",
      "84.65899999999999\n",
      "85.434\n",
      "Navitoclax\n",
      "66.429\n",
      "83.181\n",
      "31.168000000000003\n",
      "106.323\n",
      "94.169\n",
      "88.35700000000001\n",
      "Necrostatin-1\n",
      "98.631\n",
      "92.684\n",
      "95.821\n",
      "87.669\n",
      "78.899\n",
      "80.681\n",
      "Nedaplatin\n",
      "109.626\n",
      "105.62\n",
      "54.81100000000001\n",
      "119.405\n",
      "110.964\n",
      "107.67299999999999\n",
      "Nefiracetam\n",
      "112.523\n",
      "95.943\n",
      "93.94200000000001\n",
      "89.262\n",
      "92.096\n",
      "84.396\n",
      "Nelarabine\n",
      "118.258\n",
      "110.61399999999999\n",
      "99.59899999999999\n",
      "106.624\n",
      "99.04899999999999\n",
      "89.927\n",
      "Neohesperidin dihydrochalcone\n",
      "89.84\n",
      "96.62200000000001\n",
      "95.016\n",
      "93.77600000000001\n",
      "92.885\n",
      "81.597\n",
      "Neomycin sulfate\n",
      "124.625\n",
      "110.1\n",
      "98.074\n",
      "107.43299999999999\n",
      "110.32600000000001\n",
      "94.43299999999999\n",
      "Nepafenac\n",
      "105.9\n",
      "101.302\n",
      "85.75\n",
      "81.348\n",
      "100.094\n",
      "99.719\n",
      "Nepicastat hydrochloride\n",
      "46.617\n",
      "71.429\n",
      "92.425\n",
      "34.675\n",
      "13.555\n",
      "37.213\n",
      "Neratinib\n",
      "26.739\n",
      "35.119\n",
      "12.812999999999999\n",
      "34.289\n",
      "30.517\n",
      "39.801\n",
      "Nesbuvir\n",
      "33.062\n",
      "54.228\n",
      "32.803000000000004\n",
      "17.896\n",
      "45.977\n",
      "28.521\n",
      "Nevirapine\n",
      "102.88\n",
      "98.31200000000001\n",
      "106.934\n",
      "19.282\n",
      "97.87\n",
      "72.737\n",
      "Niacin\n",
      "106.479\n",
      "98.272\n",
      "96.25\n",
      "84.525\n",
      "90.76\n",
      "85.338\n",
      "Niacinamide\n",
      "113.029\n",
      "102.296\n",
      "98.75399999999999\n",
      "29.541\n",
      "96.491\n",
      "73.2\n",
      "Niclosamide\n",
      "29.668000000000003\n",
      "25.114\n",
      "8.845\n",
      "111.124\n",
      "109.552\n",
      "107.495\n",
      "Nicorandil\n",
      "123.257\n",
      "100.521\n",
      "103.0\n",
      "107.564\n",
      "113.94\n",
      "110.03\n",
      "Nifekalant\n",
      "81.95700000000001\n",
      "88.89200000000001\n",
      "17.579\n",
      "73.77600000000001\n",
      "82.09100000000001\n",
      "59.733999999999995\n",
      "Niflumic acid\n",
      "96.19\n",
      "99.21700000000001\n",
      "90.675\n",
      "89.915\n",
      "96.30799999999999\n",
      "90.432\n",
      "Niguldipine\n",
      "100.40299999999999\n",
      "104.02600000000001\n",
      "93.431\n",
      "44.725\n",
      "109.391\n",
      "101.991\n",
      "Nilotinib\n",
      "107.255\n",
      "117.443\n",
      "60.268\n",
      "119.87299999999999\n",
      "109.525\n",
      "83.537\n",
      "Nilutamide\n",
      "84.185\n",
      "83.363\n",
      "79.168\n",
      "86.306\n",
      "80.293\n",
      "88.2\n",
      "Nimesulide\n",
      "86.906\n",
      "89.04700000000001\n",
      "79.205\n",
      "113.454\n",
      "73.714\n",
      "63.942\n",
      "Niraparib\n",
      "77.857\n",
      "90.936\n",
      "66.837\n",
      "37.846\n",
      "64.074\n",
      "65.015\n",
      "Nitazoxanide\n",
      "76.777\n",
      "65.059\n",
      "58.25899999999999\n",
      "87.891\n",
      "107.557\n",
      "86.382\n",
      "Nitisinone\n",
      "110.40899999999999\n",
      "103.815\n",
      "88.678\n",
      "90.898\n",
      "91.18\n",
      "82.008\n",
      "Nitrofurazone\n",
      "110.354\n",
      "101.194\n",
      "100.355\n",
      "74.223\n",
      "56.449\n",
      "59.975\n",
      "Nocodazole\n",
      "43.43899999999999\n",
      "48.762\n",
      "36.46\n",
      "35.915\n",
      "30.535999999999998\n",
      "39.562\n",
      "Noradrenaline bitartrate monohydrate\n",
      "101.912\n",
      "94.001\n",
      "99.852\n",
      "100.285\n",
      "81.722\n",
      "74.139\n",
      "Norfloxacin\n",
      "106.58200000000001\n",
      "93.53399999999999\n",
      "83.024\n",
      "113.31700000000001\n",
      "113.14\n",
      "91.416\n",
      "Noscapine\n",
      "32.413000000000004\n",
      "51.55\n",
      "29.313000000000002\n",
      "43.29\n",
      "30.087\n",
      "31.043000000000003\n",
      "Novobiocin sodium\n",
      "110.895\n",
      "103.73\n",
      "89.85799999999999\n",
      "117.57600000000001\n",
      "83.427\n",
      "83.149\n",
      "Nutlin-3\n",
      "37.067\n",
      "53.64\n",
      "14.325\n",
      "53.753\n",
      "19.347\n",
      "23.104\n",
      "Nystatin\n",
      "105.76899999999999\n",
      "99.587\n",
      "102.79799999999999\n",
      "116.874\n",
      "95.69\n",
      "107.08200000000001\n",
      "O6-Benzylguanine\n",
      "101.27600000000001\n",
      "68.932\n",
      "91.399\n",
      "91.15100000000001\n",
      "91.236\n",
      "102.87200000000001\n",
      "OAC1\n",
      "54.011\n",
      "56.125\n",
      "47.391999999999996\n",
      "60.51\n",
      "36.446999999999996\n",
      "39.02\n",
      "ON-01910\n",
      "28.124000000000002\n",
      "53.125\n",
      "25.293000000000003\n",
      "35.510999999999996\n",
      "40.382\n",
      "39.446999999999996\n",
      "OSI-027\n",
      "53.92\n",
      "71.658\n",
      "59.323\n",
      "77.277\n",
      "63.181000000000004\n",
      "37.405\n",
      "OSI-420\n",
      "37.316\n",
      "44.438\n",
      "0.29100000000000004\n",
      "34.342\n",
      "22.399\n",
      "41.393\n",
      "OSI-632\n",
      "41.82899999999999\n",
      "46.88399999999999\n",
      "1.575\n",
      "53.316\n",
      "26.304000000000002\n",
      "47.437\n",
      "OSI-930\n",
      "70.993\n",
      "77.263\n",
      "26.785999999999998\n",
      "104.385\n",
      "96.196\n",
      "89.25299999999999\n",
      "OSU-03012\n",
      "63.418\n",
      "87.26299999999999\n",
      "59.994\n",
      "110.92200000000001\n",
      "91.662\n",
      "82.20299999999999\n",
      "Obatoclax\n",
      "5.922999999999999\n",
      "6.606\n",
      "3.75\n",
      "33.132\n",
      "21.808000000000003\n",
      "21.995\n",
      "Octreotide\n",
      "89.57799999999999\n",
      "97.816\n",
      "94.64\n",
      "98.145\n",
      "100.32799999999999\n",
      "101.583\n",
      "Octylonium bromide\n",
      "86.079\n",
      "87.74\n",
      "77.15100000000001\n",
      "95.68299999999999\n",
      "85.601\n",
      "88.604\n",
      "Odanacatib\n",
      "102.35\n",
      "92.93799999999999\n",
      "90.13799999999999\n",
      "119.31700000000001\n",
      "100.535\n",
      "78.658\n",
      "Ofloxacin\n",
      "105.242\n",
      "94.902\n",
      "97.334\n",
      "97.902\n",
      "79.539\n",
      "98.00299999999999\n",
      "Olanzapine\n",
      "109.169\n",
      "107.63600000000001\n",
      "107.17399999999999\n",
      "104.512\n",
      "111.85700000000001\n",
      "113.693\n",
      "Olaparib\n",
      "63.422\n",
      "76.954\n",
      "59.958\n",
      "27.611\n",
      "66.1\n",
      "66.429\n",
      "Oleanolic acid\n",
      "103.336\n",
      "104.03200000000001\n",
      "99.23299999999999\n",
      "112.22399999999999\n",
      "111.396\n",
      "67.55199999999999\n",
      "Oligomycin A\n",
      "6.9239999999999995\n",
      "8.939\n",
      "6.61\n",
      "77.726\n",
      "87.273\n",
      "97.181\n",
      "Olmesartan\n",
      "107.42200000000001\n",
      "100.708\n",
      "107.165\n",
      "93.354\n",
      "99.806\n",
      "93.65299999999999\n",
      "Olopatadine hydrochloride\n",
      "102.87100000000001\n",
      "100.3\n",
      "98.90799999999999\n",
      "80.999\n",
      "94.34899999999999\n",
      "97.68700000000001\n",
      "Olprinone\n",
      "101.09899999999999\n",
      "83.84100000000001\n",
      "75.844\n",
      "78.181\n",
      "97.23200000000001\n",
      "94.236\n",
      "Omacetaxine mepesuccinate\n",
      "98.3\n",
      "110.178\n",
      "91.34200000000001\n",
      "104.795\n",
      "102.76\n",
      "102.186\n",
      "Ombrabulin\n",
      "34.944\n",
      "47.85\n",
      "21.104\n",
      "41.978\n",
      "27.846999999999998\n",
      "33.373000000000005\n",
      "Omecamtiv mecarbil\n",
      "98.344\n",
      "87.71\n",
      "78.88\n",
      "101.589\n",
      "88.865\n",
      "98.557\n",
      "Omeprazole\n",
      "94.088\n",
      "78.292\n",
      "79.083\n",
      "36.813\n",
      "90.23299999999999\n",
      "85.10799999999999\n",
      "Omigapil\n",
      "78.59100000000001\n",
      "72.176\n",
      "0.33899999999999997\n",
      "78.226\n",
      "80.236\n",
      "90.869\n",
      "Ondansetron\n",
      "104.71\n",
      "101.971\n",
      "78.516\n",
      "72.824\n",
      "83.459\n",
      "73.32\n",
      "Oprozomib\n",
      "2.367\n",
      "5.641\n",
      "2.418\n",
      "4.8469999999999995\n",
      "4.002\n",
      "3.925\n",
      "Orantinib\n",
      "42.32\n",
      "50.913000000000004\n",
      "15.009\n",
      "49.339\n",
      "15.137\n",
      "9.625\n",
      "Oridonin\n",
      "3.935\n",
      "5.072\n",
      "3.055\n",
      "68.788\n",
      "37.821999999999996\n",
      "4.671\n",
      "Orlistat\n",
      "91.059\n",
      "88.10799999999999\n",
      "99.111\n",
      "103.571\n",
      "104.18299999999999\n",
      "98.766\n",
      "Orotic acid\n",
      "112.74600000000001\n",
      "101.368\n",
      "98.09700000000001\n",
      "104.588\n",
      "99.42399999999999\n",
      "91.59\n",
      "Orphenadrine hydrochloride\n",
      "101.962\n",
      "107.28200000000001\n",
      "103.427\n",
      "101.781\n",
      "97.376\n",
      "90.868\n",
      "Orteronel\n",
      "103.757\n",
      "105.1\n",
      "99.786\n",
      "106.11399999999999\n",
      "92.105\n",
      "74.293\n",
      "Osanetant\n",
      "67.078\n",
      "83.435\n",
      "6.666\n",
      "61.699\n",
      "70.862\n",
      "74.211\n",
      "Oseltamivir phosphate\n",
      "102.00399999999999\n",
      "104.016\n",
      "99.412\n",
      "99.49\n",
      "79.293\n",
      "79.676\n",
      "Ostarine\n",
      "90.66799999999999\n",
      "79.045\n",
      "44.7\n",
      "30.430999999999997\n",
      "97.37899999999999\n",
      "91.95299999999999\n",
      "Ostol\n",
      "106.165\n",
      "104.713\n",
      "93.139\n",
      "116.611\n",
      "98.77600000000001\n",
      "68.319\n",
      "Oteracil potassium\n",
      "95.67299999999999\n",
      "89.95299999999999\n",
      "91.376\n",
      "92.594\n",
      "78.642\n",
      "80.882\n",
      "Oxacillin sodium salt\n",
      "103.46700000000001\n",
      "106.697\n",
      "107.512\n",
      "63.318000000000005\n",
      "105.20299999999999\n",
      "72.055\n",
      "Oxaliplatin\n",
      "94.59299999999999\n",
      "107.13\n",
      "82.98\n",
      "79.595\n",
      "99.49700000000001\n",
      "99.33\n",
      "Oxamflatin\n",
      "4.449\n",
      "5.078\n",
      "3.9810000000000003\n",
      "32.674\n",
      "5.471\n",
      "4.587\n",
      "Oxandrolone\n",
      "116.359\n",
      "104.61200000000001\n",
      "94.14\n",
      "105.669\n",
      "100.493\n",
      "82.72200000000001\n",
      "Oxcarbazepine\n",
      "101.52\n",
      "105.01899999999999\n",
      "95.42\n",
      "78.273\n",
      "97.885\n",
      "81.732\n",
      "Oxfendazole\n",
      "84.92200000000001\n",
      "82.684\n",
      "68.22\n",
      "94.41799999999999\n",
      "102.37100000000001\n",
      "75.493\n",
      "Oxibendazole\n",
      "53.342\n",
      "59.482\n",
      "30.686999999999998\n",
      "39.635\n",
      "50.565\n",
      "47.2\n",
      "Oxybutynin chloride\n",
      "102.815\n",
      "103.43700000000001\n",
      "75.971\n",
      "124.613\n",
      "110.801\n",
      "107.081\n",
      "Oxymatrine\n",
      "97.39\n",
      "111.09200000000001\n",
      "99.397\n",
      "65.271\n",
      "94.26899999999999\n",
      "99.488\n",
      "Oxymetazoline\n",
      "112.544\n",
      "115.506\n",
      "100.26799999999999\n",
      "109.738\n",
      "107.955\n",
      "98.64\n",
      "Oxytetracycline\n",
      "96.509\n",
      "96.426\n",
      "100.102\n",
      "89.818\n",
      "102.544\n",
      "88.97399999999999\n",
      "Ozagrel hydrochloride\n",
      "109.865\n",
      "98.649\n",
      "108.42\n",
      "119.209\n",
      "95.382\n",
      "111.37700000000001\n",
      "PA-824\n",
      "97.41799999999999\n",
      "95.191\n",
      "38.94\n",
      "101.65299999999999\n",
      "84.34299999999999\n",
      "96.084\n",
      "PAC-1\n",
      "6.757000000000001\n",
      "12.84\n",
      "5.915\n",
      "62.585\n",
      "32.784\n",
      "22.000999999999998\n",
      "PACLITAXEL\n",
      "49.56\n",
      "65.2\n",
      "33.231\n",
      "32.384\n",
      "41.978\n",
      "55.53\n",
      "PB-28\n",
      "74.347\n",
      "91.83200000000001\n",
      "19.791\n",
      "88.87899999999999\n",
      "89.59200000000001\n",
      "65.539\n",
      "PCI-32765\n",
      "57.415\n",
      "73.30199999999999\n",
      "43.858000000000004\n",
      "96.04\n",
      "72.256\n",
      "48.797\n",
      "PCI-34051\n",
      "79.366\n",
      "88.081\n",
      "22.004\n",
      "108.12299999999999\n",
      "92.633\n",
      "77.81\n",
      "PD 0325901\n",
      "32.981\n",
      "58.207\n",
      "32.992\n",
      "60.26\n",
      "43.125\n",
      "53.277\n",
      "PD-0220245\n",
      "39.95\n",
      "87.12\n",
      "7.126\n",
      "55.49100000000001\n",
      "69.111\n",
      "71.693\n",
      "PD-0332991\n",
      "51.068999999999996\n",
      "58.924\n",
      "11.707\n",
      "40.147\n",
      "57.174\n",
      "47.285\n",
      "PD-098059\n",
      "62.131\n",
      "92.44200000000001\n",
      "87.806\n",
      "60.983999999999995\n",
      "87.35700000000001\n",
      "97.596\n",
      "PD-128907\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "101.814\n",
      "97.691\n",
      "97.069\n",
      "91.848\n",
      "71.2\n",
      "85.21600000000001\n",
      "PD-134308\n",
      "95.686\n",
      "101.78399999999999\n",
      "102.74700000000001\n",
      "67.84899999999999\n",
      "103.81200000000001\n",
      "89.39399999999999\n",
      "PD-153035\n",
      "9.916\n",
      "17.427\n",
      "26.791\n",
      "42.221000000000004\n",
      "47.787\n",
      "54.438\n",
      "PD-166285\n",
      "4.062\n",
      "27.926\n",
      "2.548\n",
      "43.424\n",
      "3.0180000000000002\n",
      "3.2960000000000003\n",
      "PD-166793\n",
      "86.75200000000001\n",
      "85.073\n",
      "68.05199999999999\n",
      "72.94800000000001\n",
      "46.632\n",
      "42.773999999999994\n",
      "PD-173074\n",
      "49.236000000000004\n",
      "66.874\n",
      "41.126000000000005\n",
      "40.155\n",
      "22.505\n",
      "13.936\n",
      "PD-173955\n",
      "78.07300000000001\n",
      "55.458999999999996\n",
      "37.652\n",
      "140.33\n",
      "92.182\n",
      "80.53\n",
      "PD-173955 Analogue 1\n",
      "93.055\n",
      "72.563\n",
      "57.425\n",
      "129.958\n",
      "111.491\n",
      "99.55\n",
      "PD-318088\n",
      "36.77\n",
      "62.833\n",
      "35.199\n",
      "32.191\n",
      "54.937\n",
      "61.621\n",
      "PDHK RIKEN\n",
      "88.74600000000001\n",
      "67.931\n",
      "36.89\n",
      "87.78200000000001\n",
      "101.486\n",
      "94.713\n",
      "PDK1 inhibitor\n",
      "59.625\n",
      "57.132\n",
      "22.515\n",
      "81.182\n",
      "78.306\n",
      "61.897\n",
      "PF-03716556\n",
      "103.973\n",
      "103.22\n",
      "102.398\n",
      "104.465\n",
      "106.583\n",
      "100.118\n",
      "PF-03814735\n",
      "10.145\n",
      "16.932000000000002\n",
      "23.526999999999997\n",
      "49.73\n",
      "36.251999999999995\n",
      "37.128\n",
      "PF-04217903\n",
      "105.555\n",
      "98.87700000000001\n",
      "47.898999999999994\n",
      "79.264\n",
      "88.99600000000001\n",
      "87.044\n",
      "PF-04691502\n",
      "18.243\n",
      "20.003\n",
      "8.802\n",
      "37.275999999999996\n",
      "30.874000000000002\n",
      "25.595\n",
      "PF-05212384\n",
      "29.166999999999998\n",
      "29.691999999999997\n",
      "22.474\n",
      "36.288000000000004\n",
      "28.869\n",
      "27.954\n",
      "PF-184\n",
      "35.885\n",
      "76.98899999999999\n",
      "48.541000000000004\n",
      "39.495\n",
      "44.647\n",
      "19.236\n",
      "PF-3758309\n",
      "4.402\n",
      "11.329\n",
      "2.009\n",
      "28.430999999999997\n",
      "37.633\n",
      "20.725\n",
      "PF-3845\n",
      "63.224\n",
      "6.511\n",
      "17.378\n",
      "99.82600000000001\n",
      "89.375\n",
      "80.503\n",
      "PF-431396\n",
      "19.637999999999998\n",
      "41.833\n",
      "10.302999999999999\n",
      "65.095\n",
      "42.568999999999996\n",
      "44.803000000000004\n",
      "PF-4708671\n",
      "60.048\n",
      "31.509\n",
      "40.804\n",
      "92.78200000000001\n",
      "76.092\n",
      "71.109\n",
      "PF-477736\n",
      "33.43\n",
      "46.236000000000004\n",
      "15.350999999999999\n",
      "39.268\n",
      "35.108000000000004\n",
      "23.250999999999998\n",
      "PF-5274857\n",
      "104.43\n",
      "98.416\n",
      "93.905\n",
      "42.011\n",
      "90.45100000000001\n",
      "74.315\n",
      "PF-543\n",
      "109.881\n",
      "98.348\n",
      "18.361\n",
      "89.4\n",
      "97.477\n",
      "82.53299999999999\n",
      "PF-573228\n",
      "34.135\n",
      "46.641999999999996\n",
      "39.926\n",
      "61.43\n",
      "69.908\n",
      "71.72800000000001\n",
      "PF-8380\n",
      "106.45200000000001\n",
      "108.986\n",
      "97.42299999999999\n",
      "116.785\n",
      "101.48899999999999\n",
      "106.311\n",
      "PH-797804\n",
      "82.469\n",
      "74.124\n",
      "51.013000000000005\n",
      "124.794\n",
      "96.15100000000001\n",
      "82.87299999999999\n",
      "PHA-408\n",
      "23.065\n",
      "87.98899999999999\n",
      "2.728\n",
      "37.25\n",
      "74.75399999999999\n",
      "63.255\n",
      "PHA-665752\n",
      "102.98299999999999\n",
      "82.398\n",
      "51.428000000000004\n",
      "88.79\n",
      "99.04799999999999\n",
      "89.339\n",
      "PHA-680632\n",
      "11.667\n",
      "50.273999999999994\n",
      "74.08\n",
      "55.788000000000004\n",
      "33.997\n",
      "25.441\n",
      "PHA-690509\n",
      "15.208\n",
      "43.556000000000004\n",
      "4.6530000000000005\n",
      "29.16\n",
      "33.68\n",
      "37.62\n",
      "PHA-767491A\n",
      "24.112\n",
      "42.674\n",
      "25.471\n",
      "68.17699999999999\n",
      "56.714\n",
      "56.382\n",
      "PHA-793887\n",
      "16.199\n",
      "39.964\n",
      "37.679\n",
      "35.497\n",
      "36.946999999999996\n",
      "45.036\n",
      "PHT-427\n",
      "106.96799999999999\n",
      "97.294\n",
      "59.063\n",
      "117.13600000000001\n",
      "100.99799999999999\n",
      "91.319\n",
      "PI-103\n",
      "36.485\n",
      "42.883\n",
      "30.448\n",
      "40.25\n",
      "37.318000000000005\n",
      "30.041\n",
      "PIK-293\n",
      "53.802\n",
      "81.681\n",
      "39.018\n",
      "59.906000000000006\n",
      "57.496\n",
      "51.163999999999994\n",
      "PIK-294\n",
      "45.66\n",
      "7.261\n",
      "26.947\n",
      "71.812\n",
      "57.998999999999995\n",
      "60.153999999999996\n",
      "PIK-75\n",
      "20.442999999999998\n",
      "31.858\n",
      "2.14\n",
      "28.473000000000003\n",
      "32.900999999999996\n",
      "21.938000000000002\n",
      "PIK-90\n",
      "76.396\n",
      "73.517\n",
      "53.242\n",
      "103.43\n",
      "66.669\n",
      "74.484\n",
      "PIK-93\n",
      "48.351000000000006\n",
      "57.195\n",
      "16.017\n",
      "31.865\n",
      "42.151\n",
      "34.78\n",
      "PK-11195\n",
      "104.78\n",
      "96.939\n",
      "88.43799999999999\n",
      "75.393\n",
      "95.001\n",
      "76.673\n",
      "PKI-402\n",
      "25.414\n",
      "32.613\n",
      "35.801\n",
      "38.963\n",
      "32.994\n",
      "24.894000000000002\n",
      "PLX-4720\n",
      "35.13\n",
      "49.406000000000006\n",
      "32.955\n",
      "51.208\n",
      "56.512\n",
      "51.845\n",
      "PMSF\n",
      "108.735\n",
      "90.698\n",
      "100.789\n",
      "92.406\n",
      "96.521\n",
      "102.495\n",
      "PNU-120596\n",
      "98.30799999999999\n",
      "93.994\n",
      "105.45200000000001\n",
      "70.327\n",
      "113.56700000000001\n",
      "118.2\n",
      "PNU-200577\n",
      "103.71\n",
      "102.545\n",
      "103.887\n",
      "109.973\n",
      "97.54799999999999\n",
      "94.714\n",
      "PNU-282987\n",
      "96.777\n",
      "93.905\n",
      "88.71\n",
      "17.497\n",
      "80.267\n",
      "104.419\n",
      "PNU-74654\n",
      "87.97\n",
      "83.22200000000001\n",
      "65.124\n",
      "77.092\n",
      "90.186\n",
      "85.95100000000001\n",
      "PP-121\n",
      "4.38\n",
      "6.44\n",
      "3.97\n",
      "10.514000000000001\n",
      "16.357\n",
      "4.603\n",
      "PP242\n",
      "12.865\n",
      "21.837\n",
      "18.329\n",
      "36.586999999999996\n",
      "23.63\n",
      "13.752\n",
      "PRP003-013\n",
      "5.255\n",
      "37.586\n",
      "4.4639999999999995\n",
      "49.56\n",
      "77.388\n",
      "88.756\n",
      "PRT-060318\n",
      "66.825\n",
      "61.795\n",
      "3.125\n",
      "44.701\n",
      "44.026\n",
      "56.066\n",
      "PS-1145\n",
      "107.43\n",
      "87.689\n",
      "56.052\n",
      "41.428999999999995\n",
      "81.73100000000001\n",
      "85.257\n",
      "PTC-124\n",
      "117.728\n",
      "100.094\n",
      "102.286\n",
      "71.53\n",
      "94.23200000000001\n",
      "73.329\n",
      "PX-12\n",
      "19.254\n",
      "90.137\n",
      "77.182\n",
      "54.013999999999996\n",
      "82.281\n",
      "51.332\n",
      "Paeoniflorin\n",
      "104.20200000000001\n",
      "109.539\n",
      "102.75299999999999\n",
      "122.24700000000001\n",
      "100.133\n",
      "97.669\n",
      "Paeonol\n",
      "105.164\n",
      "105.87\n",
      "101.96799999999999\n",
      "110.40899999999999\n",
      "92.257\n",
      "93.89299999999999\n",
      "Pancuronium bromide\n",
      "102.493\n",
      "100.97200000000001\n",
      "105.65899999999999\n",
      "109.819\n",
      "98.48200000000001\n",
      "114.44\n",
      "Panobinostat\n",
      "6.603\n",
      "8.519\n",
      "7.8420000000000005\n",
      "9.462\n",
      "6.371\n",
      "4.6419999999999995\n",
      "Pantoprazole\n",
      "83.663\n",
      "89.126\n",
      "103.523\n",
      "65.086\n",
      "81.067\n",
      "87.946\n",
      "Pantothenic acid\n",
      "113.667\n",
      "105.71\n",
      "92.994\n",
      "104.26700000000001\n",
      "99.68799999999999\n",
      "78.795\n",
      "Papaverine hydrochloride\n",
      "61.066\n",
      "92.06200000000001\n",
      "11.737\n",
      "39.654\n",
      "87.944\n",
      "74.167\n",
      "Parbendazole\n",
      "45.398\n",
      "60.997\n",
      "30.331\n",
      "36.07\n",
      "36.293\n",
      "50.891000000000005\n",
      "Parietin\n",
      "97.816\n",
      "103.02799999999999\n",
      "88.07\n",
      "122.311\n",
      "98.56299999999999\n",
      "85.852\n",
      "Parogrelil\n",
      "63.828\n",
      "87.29299999999999\n",
      "9.752\n",
      "61.301\n",
      "87.27799999999999\n",
      "76.991\n",
      "Paroxetine\n",
      "99.31\n",
      "93.37100000000001\n",
      "44.229\n",
      "118.535\n",
      "91.089\n",
      "80.842\n",
      "Parthenolide\n",
      "4.285\n",
      "5.745\n",
      "2.009\n",
      "66.039\n",
      "38.446999999999996\n",
      "3.293\n",
      "Pazopanib\n",
      "93.90899999999999\n",
      "73.67399999999999\n",
      "85.749\n",
      "127.77\n",
      "96.11\n",
      "85.78399999999999\n",
      "Pefloxacin\n",
      "105.139\n",
      "103.23700000000001\n",
      "100.286\n",
      "65.926\n",
      "98.45299999999999\n",
      "70.572\n",
      "Pelitinib\n",
      "33.422\n",
      "40.639\n",
      "14.555\n",
      "50.785\n",
      "33.857\n",
      "45.228\n",
      "Pemetrexed disodium\n",
      "81.128\n",
      "102.779\n",
      "25.42\n",
      "88.465\n",
      "80.538\n",
      "77.967\n",
      "Penicillamine\n",
      "111.069\n",
      "110.06700000000001\n",
      "96.12700000000001\n",
      "125.04299999999999\n",
      "112.79700000000001\n",
      "93.115\n",
      "Pentagastrin\n",
      "100.85700000000001\n",
      "94.954\n",
      "96.167\n",
      "23.441\n",
      "97.708\n",
      "72.119\n",
      "Pentamidine isethionate\n",
      "91.085\n",
      "57.768\n",
      "44.644\n",
      "68.295\n",
      "87.895\n",
      "65.294\n",
      "Pentostatin\n",
      "111.792\n",
      "102.39200000000001\n",
      "96.37700000000001\n",
      "91.125\n",
      "96.056\n",
      "88.431\n",
      "Pepstatin\n",
      "120.42299999999999\n",
      "96.75200000000001\n",
      "101.186\n",
      "111.75\n",
      "78.574\n",
      "98.212\n",
      "Peramivir\n",
      "90.399\n",
      "100.825\n",
      "95.086\n",
      "87.16799999999999\n",
      "93.54299999999999\n",
      "97.78299999999999\n",
      "Perhexiline\n",
      "70.65100000000001\n",
      "82.89200000000001\n",
      "22.33\n",
      "89.286\n",
      "83.22399999999999\n",
      "78.458\n",
      "Perifosine\n",
      "99.602\n",
      "97.744\n",
      "62.64\n",
      "119.344\n",
      "101.863\n",
      "86.50200000000001\n",
      "Perindopril\n",
      "100.696\n",
      "105.54299999999999\n",
      "100.277\n",
      "33.384\n",
      "89.77600000000001\n",
      "74.0\n",
      "Phenelzine\n",
      "103.124\n",
      "102.125\n",
      "92.853\n",
      "89.993\n",
      "89.49600000000001\n",
      "82.281\n",
      "Phenformin hydrochloride\n",
      "45.297\n",
      "20.838\n",
      "62.025\n",
      "83.025\n",
      "84.566\n",
      "73.366\n",
      "Phenoxybenzamine hydrochloride\n",
      "94.596\n",
      "101.684\n",
      "88.929\n",
      "137.27100000000002\n",
      "95.624\n",
      "100.62100000000001\n",
      "Phentolamine mesilate\n",
      "102.20200000000001\n",
      "99.573\n",
      "92.869\n",
      "91.46700000000001\n",
      "51.325\n",
      "55.638999999999996\n",
      "Phenylephrine hydrochloride\n",
      "108.476\n",
      "109.837\n",
      "103.609\n",
      "115.948\n",
      "105.711\n",
      "95.08\n",
      "Phloretin\n",
      "66.061\n",
      "15.694\n",
      "62.645\n",
      "78.08800000000001\n",
      "82.446\n",
      "91.624\n",
      "Phlorizin\n",
      "97.34\n",
      "95.212\n",
      "92.29299999999999\n",
      "80.986\n",
      "77.972\n",
      "62.396\n",
      "Piboserod hydrochloride\n",
      "63.727\n",
      "65.369\n",
      "28.119\n",
      "6.307\n",
      "55.073\n",
      "54.626000000000005\n",
      "Piceatannol\n",
      "48.494\n",
      "60.93600000000001\n",
      "32.834\n",
      "114.84100000000001\n",
      "76.586\n",
      "55.067\n",
      "Picoplatin\n",
      "27.427\n",
      "82.93299999999999\n",
      "92.177\n",
      "105.631\n",
      "110.696\n",
      "103.574\n",
      "Picropodophyllin\n",
      "30.641\n",
      "32.353\n",
      "18.276\n",
      "50.218\n",
      "33.787\n",
      "34.074\n",
      "Pim 1 inhibitor 2\n",
      "90.786\n",
      "93.262\n",
      "80.416\n",
      "41.387\n",
      "85.943\n",
      "71.885\n",
      "Pimasertib\n",
      "38.24\n",
      "66.295\n",
      "41.251999999999995\n",
      "52.941\n",
      "43.966\n",
      "59.468999999999994\n",
      "Pimecrolimus\n",
      "72.638\n",
      "62.933\n",
      "42.626000000000005\n",
      "128.02700000000002\n",
      "83.056\n",
      "73.227\n",
      "Pimobendan hydrochloride\n",
      "97.82700000000001\n",
      "107.925\n",
      "100.97\n",
      "61.873999999999995\n",
      "94.92299999999999\n",
      "97.516\n",
      "Pioglitazone HCl\n",
      "101.848\n",
      "99.71799999999999\n",
      "80.563\n",
      "102.557\n",
      "93.057\n",
      "86.00299999999999\n",
      "Piperaquine\n",
      "97.09\n",
      "100.59200000000001\n",
      "97.73299999999999\n",
      "109.684\n",
      "96.913\n",
      "97.646\n",
      "Piperine\n",
      "106.484\n",
      "97.28\n",
      "79.002\n",
      "98.68\n",
      "99.164\n",
      "91.475\n",
      "Pirarubicin\n",
      "16.342\n",
      "5.182\n",
      "3.31\n",
      "35.83\n",
      "14.369000000000002\n",
      "7.974\n",
      "Piraxostat\n",
      "97.06\n",
      "87.87799999999999\n",
      "95.934\n",
      "108.37700000000001\n",
      "91.81299999999999\n",
      "94.751\n",
      "Piroxicam\n",
      "82.936\n",
      "97.714\n",
      "75.555\n",
      "66.029\n",
      "55.446999999999996\n",
      "52.917\n",
      "Pizotifen\n",
      "87.365\n",
      "91.35600000000001\n",
      "106.189\n",
      "28.921\n",
      "96.12299999999999\n",
      "69.52199999999999\n",
      "Plerixafor hydrochloride\n",
      "94.867\n",
      "86.804\n",
      "58.933\n",
      "106.306\n",
      "111.501\n",
      "111.93799999999999\n",
      "Plinabulin\n",
      "16.67\n",
      "28.022\n",
      "4.216\n",
      "39.036\n",
      "21.724\n",
      "29.631\n",
      "Pluripotin\n",
      "12.167\n",
      "20.397000000000002\n",
      "15.294\n",
      "59.908\n",
      "51.847\n",
      "39.691\n",
      "Podofilox\n",
      "33.357\n",
      "47.659\n",
      "30.859\n",
      "50.284\n",
      "33.339\n",
      "34.153\n",
      "Polydatin\n",
      "91.51799999999999\n",
      "100.289\n",
      "105.906\n",
      "36.501999999999995\n",
      "87.009\n",
      "78.626\n",
      "Polymyxin B sulphate\n",
      "101.37899999999999\n",
      "104.75299999999999\n",
      "99.726\n",
      "105.76299999999999\n",
      "101.70200000000001\n",
      "104.523\n",
      "Pomalidomide\n",
      "36.361999999999995\n",
      "63.645\n",
      "51.547\n",
      "106.275\n",
      "94.635\n",
      "100.15700000000001\n",
      "Ponatinib\n",
      "30.247\n",
      "47.766999999999996\n",
      "4.25\n",
      "54.357\n",
      "18.192999999999998\n",
      "9.882\n",
      "Posaconazole\n",
      "84.34299999999999\n",
      "86.305\n",
      "56.623999999999995\n",
      "97.37899999999999\n",
      "87.90299999999999\n",
      "80.715\n",
      "Pracinostat\n",
      "6.747000000000001\n",
      "22.011999999999997\n",
      "23.866\n",
      "7.891\n",
      "5.8260000000000005\n",
      "10.622\n",
      "Pralatrexate\n",
      "79.791\n",
      "82.62299999999999\n",
      "42.158\n",
      "105.397\n",
      "31.668000000000003\n",
      "63.523\n",
      "Pramipexole hydrochloride\n",
      "108.90700000000001\n",
      "106.156\n",
      "71.437\n",
      "114.648\n",
      "89.60600000000001\n",
      "87.99700000000001\n",
      "Pramiracetam hydrochloride\n",
      "107.76299999999999\n",
      "104.219\n",
      "96.835\n",
      "103.038\n",
      "99.975\n",
      "90.723\n",
      "Pranlukast\n",
      "90.604\n",
      "85.663\n",
      "50.778999999999996\n",
      "33.303000000000004\n",
      "90.235\n",
      "74.543\n",
      "Prasugrel hydrochloride\n",
      "66.753\n",
      "7.989\n",
      "68.138\n",
      "30.094\n",
      "82.416\n",
      "91.777\n",
      "Pravadoline\n",
      "90.4\n",
      "83.412\n",
      "56.986999999999995\n",
      "57.56399999999999\n",
      "104.906\n",
      "102.929\n",
      "Pravastatin sodium\n",
      "90.49600000000001\n",
      "91.066\n",
      "91.064\n",
      "91.831\n",
      "94.04799999999999\n",
      "84.085\n",
      "Praziquantel\n",
      "101.78\n",
      "102.619\n",
      "93.80799999999999\n",
      "122.92399999999999\n",
      "105.50200000000001\n",
      "98.51700000000001\n",
      "Prazosin hydrochloride\n",
      "39.228\n",
      "70.581\n",
      "7.143\n",
      "60.06\n",
      "33.336999999999996\n",
      "11.107000000000001\n",
      "Prednisolone\n",
      "106.26799999999999\n",
      "94.74700000000001\n",
      "68.186\n",
      "110.915\n",
      "62.08\n",
      "76.59100000000001\n",
      "Prednisolone acetate\n",
      "106.822\n",
      "102.18799999999999\n",
      "76.248\n",
      "119.454\n",
      "72.929\n",
      "78.76899999999999\n",
      "Prednisone???\n",
      "101.027\n",
      "93.645\n",
      "95.78299999999999\n",
      "110.363\n",
      "75.087\n",
      "83.666\n",
      "Pregabalin\n",
      "107.74600000000001\n",
      "107.56700000000001\n",
      "95.01899999999999\n",
      "110.084\n",
      "103.181\n",
      "83.335\n",
      "Pregnenolone\n",
      "94.777\n",
      "98.137\n",
      "95.745\n",
      "78.28699999999999\n",
      "91.76299999999999\n",
      "87.473\n",
      "Primidone\n",
      "91.19200000000001\n",
      "97.57700000000001\n",
      "104.444\n",
      "112.199\n",
      "68.205\n",
      "27.92\n",
      "Probucol\n",
      "101.839\n",
      "101.85\n",
      "97.742\n",
      "64.484\n",
      "98.78399999999999\n",
      "98.706\n",
      "Procarbazine hydrochloride\n",
      "108.86200000000001\n",
      "116.235\n",
      "81.955\n",
      "119.84299999999999\n",
      "86.473\n",
      "89.306\n",
      "Procaterol\n",
      "115.48\n",
      "113.294\n",
      "100.678\n",
      "118.713\n",
      "93.73100000000001\n",
      "76.42399999999999\n",
      "Prochlorperazine dimaleate\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "74.70100000000001\n",
      "80.619\n",
      "6.506\n",
      "87.054\n",
      "65.913\n",
      "69.738\n",
      "Progesterone\n",
      "62.853\n",
      "89.43799999999999\n",
      "58.343\n",
      "53.833\n",
      "25.07\n",
      "24.048000000000002\n",
      "Propafenone hydrochloride\n",
      "89.301\n",
      "101.616\n",
      "77.286\n",
      "81.903\n",
      "77.581\n",
      "74.469\n",
      "Proparacaine\n",
      "91.211\n",
      "104.264\n",
      "104.56299999999999\n",
      "78.319\n",
      "80.02600000000001\n",
      "82.978\n",
      "Propofol\n",
      "96.428\n",
      "103.536\n",
      "63.521\n",
      "100.4\n",
      "101.053\n",
      "88.64\n",
      "Propylthiouracil\n",
      "107.58\n",
      "109.441\n",
      "98.44200000000001\n",
      "78.501\n",
      "65.124\n",
      "59.256\n",
      "Proscillaridin\n",
      "5.907\n",
      "16.68\n",
      "45.896\n",
      "14.965\n",
      "13.16\n",
      "14.716\n",
      "Protionamide\n",
      "104.529\n",
      "93.891\n",
      "93.353\n",
      "91.26700000000001\n",
      "92.461\n",
      "86.505\n",
      "Prucalopride\n",
      "69.88\n",
      "69.03\n",
      "24.153000000000002\n",
      "83.24799999999999\n",
      "102.662\n",
      "96.416\n",
      "Prulifloxacin\n",
      "100.90700000000001\n",
      "105.603\n",
      "95.001\n",
      "107.59100000000001\n",
      "103.60600000000001\n",
      "89.881\n",
      "Puerarin\n",
      "99.59\n",
      "100.92200000000001\n",
      "103.568\n",
      "102.962\n",
      "69.527\n",
      "65.385\n",
      "Purfalcamine\n",
      "99.338\n",
      "89.084\n",
      "87.506\n",
      "92.57600000000001\n",
      "97.648\n",
      "88.37200000000001\n",
      "Purvalanol A\n",
      "66.833\n",
      "62.22\n",
      "22.601999999999997\n",
      "97.618\n",
      "87.001\n",
      "77.453\n",
      "Purvalanol B\n",
      "43.802\n",
      "67.158\n",
      "51.055\n",
      "98.59200000000001\n",
      "62.5\n",
      "68.564\n",
      "Pyrantel pamoate\n",
      "97.07600000000001\n",
      "88.964\n",
      "88.398\n",
      "94.03399999999999\n",
      "94.76299999999999\n",
      "96.979\n",
      "Pyrazinamide\n",
      "100.76\n",
      "103.506\n",
      "96.198\n",
      "92.14200000000001\n",
      "117.554\n",
      "107.898\n",
      "Pyrimethamine\n",
      "99.682\n",
      "105.346\n",
      "31.579\n",
      "70.314\n",
      "56.724\n",
      "61.228\n",
      "Pyronaridine\n",
      "69.645\n",
      "89.24600000000001\n",
      "106.281\n",
      "80.861\n",
      "56.288000000000004\n",
      "51.669\n",
      "Pyroxamide\n",
      "23.92\n",
      "30.781999999999996\n",
      "20.012999999999998\n",
      "42.559\n",
      "22.151999999999997\n",
      "47.75\n",
      "QS11\n",
      "57.596000000000004\n",
      "75.923\n",
      "75.89699999999999\n",
      "93.06299999999999\n",
      "98.01100000000001\n",
      "72.002\n",
      "Quercetine\n",
      "80.775\n",
      "102.302\n",
      "94.915\n",
      "94.25399999999999\n",
      "86.84200000000001\n",
      "80.191\n",
      "Quinidine\n",
      "97.977\n",
      "101.32700000000001\n",
      "54.388999999999996\n",
      "86.196\n",
      "91.941\n",
      "80.944\n",
      "Quinine\n",
      "95.015\n",
      "96.323\n",
      "97.185\n",
      "30.684\n",
      "91.945\n",
      "67.342\n",
      "Quisinostat hydrochloride\n",
      "3.839\n",
      "6.397\n",
      "4.558\n",
      "6.707000000000001\n",
      "4.466\n",
      "4.511\n",
      "Quizartinib\n",
      "89.715\n",
      "86.031\n",
      "29.122\n",
      "95.383\n",
      "88.306\n",
      "91.227\n",
      "R-1487\n",
      "95.294\n",
      "90.016\n",
      "52.505\n",
      "89.78200000000001\n",
      "81.669\n",
      "86.111\n",
      "R-547\n",
      "15.755\n",
      "38.504\n",
      "2.6639999999999997\n",
      "44.408\n",
      "35.388000000000005\n",
      "44.653999999999996\n",
      "R406\n",
      "100.891\n",
      "91.32799999999999\n",
      "58.843\n",
      "86.529\n",
      "83.177\n",
      "84.92200000000001\n",
      "RAF-265 derivative\n",
      "28.37\n",
      "28.91\n",
      "33.902\n",
      "92.012\n",
      "64.622\n",
      "71.964\n",
      "RD-162\n",
      "103.568\n",
      "104.631\n",
      "93.43700000000001\n",
      "96.50299999999999\n",
      "85.895\n",
      "106.20700000000001\n",
      "RDEA-119\n",
      "89.729\n",
      "69.492\n",
      "44.718\n",
      "100.3\n",
      "94.0\n",
      "75.855\n",
      "RG-108\n",
      "120.10600000000001\n",
      "96.471\n",
      "95.191\n",
      "96.23\n",
      "101.04700000000001\n",
      "96.556\n",
      "RGB-286147\n",
      "19.863\n",
      "47.745\n",
      "1.376\n",
      "52.214\n",
      "38.132\n",
      "38.723\n",
      "RIBOFLAVIN\n",
      "100.49600000000001\n",
      "98.046\n",
      "97.914\n",
      "73.57600000000001\n",
      "96.148\n",
      "85.404\n",
      "RITA\n",
      "62.501999999999995\n",
      "57.68\n",
      "0.977\n",
      "102.917\n",
      "55.141999999999996\n",
      "41.318999999999996\n",
      "RO-4929097\n",
      "93.741\n",
      "94.662\n",
      "94.44200000000001\n",
      "89.82\n",
      "43.498999999999995\n",
      "52.641999999999996\n",
      "RO495\n",
      "17.367\n",
      "30.438000000000002\n",
      "30.629\n",
      "77.762\n",
      "29.555\n",
      "29.896\n",
      "RWJ-67657\n",
      "69.95100000000001\n",
      "76.26100000000001\n",
      "23.318\n",
      "142.18\n",
      "110.61200000000001\n",
      "83.417\n",
      "Rabeprazole\n",
      "92.01899999999999\n",
      "61.643\n",
      "99.213\n",
      "89.45\n",
      "92.671\n",
      "92.949\n",
      "Rabusertib\n",
      "66.115\n",
      "65.51100000000001\n",
      "24.69\n",
      "97.43700000000001\n",
      "62.96\n",
      "55.73\n",
      "Racecadotril\n",
      "65.025\n",
      "76.171\n",
      "118.318\n",
      "31.334\n",
      "78.166\n",
      "72.52600000000001\n",
      "Raloxifene hydrochloride\n",
      "67.721\n",
      "79.696\n",
      "7.039\n",
      "81.642\n",
      "92.198\n",
      "69.274\n",
      "Raltegravir\n",
      "112.411\n",
      "105.18799999999999\n",
      "100.961\n",
      "115.929\n",
      "108.631\n",
      "108.854\n",
      "Raltitrexed\n",
      "73.63\n",
      "85.811\n",
      "18.526\n",
      "114.86200000000001\n",
      "54.43\n",
      "67.892\n",
      "Ramatroban\n",
      "108.375\n",
      "105.616\n",
      "96.85\n",
      "120.009\n",
      "96.973\n",
      "75.002\n",
      "Ramelteon\n",
      "111.751\n",
      "101.64399999999999\n",
      "103.68\n",
      "100.04700000000001\n",
      "78.277\n",
      "101.90700000000001\n",
      "Ramipril\n",
      "91.477\n",
      "90.087\n",
      "24.929000000000002\n",
      "63.303999999999995\n",
      "53.85\n",
      "76.551\n",
      "Ranolazine\n",
      "108.648\n",
      "112.82799999999999\n",
      "105.24700000000001\n",
      "66.186\n",
      "104.853\n",
      "89.809\n",
      "Rapamycin\n",
      "48.455\n",
      "71.058\n",
      "59.052\n",
      "75.597\n",
      "53.387\n",
      "53.816\n",
      "Rasagiline mesylate\n",
      "98.435\n",
      "100.045\n",
      "88.32799999999999\n",
      "97.838\n",
      "87.429\n",
      "84.781\n",
      "Rebamipide\n",
      "102.83200000000001\n",
      "101.655\n",
      "100.322\n",
      "116.056\n",
      "102.396\n",
      "93.38600000000001\n",
      "Rebeccamycin\n",
      "9.204\n",
      "26.703000000000003\n",
      "23.543000000000003\n",
      "46.915\n",
      "43.494\n",
      "35.675\n",
      "Regorafenib\n",
      "61.708\n",
      "20.458\n",
      "16.792\n",
      "86.11200000000001\n",
      "73.199\n",
      "71.34100000000001\n",
      "Repaglinide\n",
      "98.693\n",
      "106.242\n",
      "86.24\n",
      "101.955\n",
      "99.051\n",
      "109.62899999999999\n",
      "Reserpine\n",
      "112.445\n",
      "106.23\n",
      "99.956\n",
      "95.225\n",
      "99.63600000000001\n",
      "84.81299999999999\n",
      "Resistomycin\n",
      "15.651\n",
      "39.227\n",
      "49.497\n",
      "106.20200000000001\n",
      "106.165\n",
      "101.139\n",
      "Resveratrol\n",
      "64.221\n",
      "79.461\n",
      "37.014\n",
      "117.56\n",
      "90.15899999999999\n",
      "75.196\n",
      "Retaspimycin\n",
      "6.48\n",
      "7.566\n",
      "5.649\n",
      "68.34899999999999\n",
      "40.993\n",
      "42.724\n",
      "Retigabine\n",
      "86.025\n",
      "100.33200000000001\n",
      "102.412\n",
      "55.853\n",
      "96.645\n",
      "94.00200000000001\n",
      "Reversine\n",
      "23.748\n",
      "27.423000000000002\n",
      "18.053\n",
      "81.267\n",
      "52.977\n",
      "58.986000000000004\n",
      "Rhein\n",
      "91.02\n",
      "102.264\n",
      "97.986\n",
      "102.206\n",
      "93.249\n",
      "70.548\n",
      "Ribavirin\n",
      "95.825\n",
      "99.374\n",
      "99.537\n",
      "83.838\n",
      "89.179\n",
      "75.83\n",
      "Ribitol\n",
      "91.605\n",
      "92.53399999999999\n",
      "90.29899999999999\n",
      "97.57\n",
      "89.042\n",
      "93.47200000000001\n",
      "Ridaforolimus\n",
      "51.22\n",
      "64.229\n",
      "58.626000000000005\n",
      "65.49\n",
      "51.563\n",
      "55.301\n",
      "Rifabutin\n",
      "91.88\n",
      "94.76899999999999\n",
      "51.261\n",
      "83.895\n",
      "101.667\n",
      "95.469\n",
      "Rifampicin\n",
      "75.657\n",
      "80.014\n",
      "79.22399999999999\n",
      "83.571\n",
      "89.08\n",
      "88.223\n",
      "Rifapentine\n",
      "2.548\n",
      "15.866\n",
      "2.406\n",
      "16.488\n",
      "24.784000000000002\n",
      "29.14\n",
      "Rifaximin\n",
      "78.17699999999999\n",
      "88.65799999999999\n",
      "45.965\n",
      "97.265\n",
      "99.48100000000001\n",
      "89.193\n",
      "Rilmenidine\n",
      "100.978\n",
      "42.14\n",
      "98.084\n",
      "84.13\n",
      "90.036\n",
      "97.956\n",
      "Riluzole\n",
      "92.896\n",
      "97.551\n",
      "97.20700000000001\n",
      "71.111\n",
      "100.10700000000001\n",
      "92.564\n",
      "Rimantadine\n",
      "105.419\n",
      "110.006\n",
      "98.553\n",
      "99.51100000000001\n",
      "98.59299999999999\n",
      "83.59299999999999\n",
      "Rimonabant\n",
      "80.024\n",
      "88.5\n",
      "47.611999999999995\n",
      "112.118\n",
      "93.486\n",
      "105.156\n",
      "Risedronate sodium\n",
      "119.06200000000001\n",
      "110.959\n",
      "100.161\n",
      "105.35\n",
      "103.925\n",
      "109.277\n",
      "Risperidone???\n",
      "110.412\n",
      "101.749\n",
      "92.93\n",
      "93.774\n",
      "101.06200000000001\n",
      "84.113\n",
      "Ritodrine hydrochloride\n",
      "117.05\n",
      "107.73100000000001\n",
      "83.885\n",
      "106.927\n",
      "100.954\n",
      "83.31200000000001\n",
      "Ritonavir\n",
      "60.176\n",
      "73.157\n",
      "57.67100000000001\n",
      "93.484\n",
      "83.307\n",
      "85.473\n",
      "Rivaroxaban\n",
      "88.762\n",
      "89.47200000000001\n",
      "92.84\n",
      "122.335\n",
      "103.98700000000001\n",
      "103.37700000000001\n",
      "Rivastigmine tartrate\n",
      "107.01799999999999\n",
      "104.36200000000001\n",
      "100.24600000000001\n",
      "108.411\n",
      "104.464\n",
      "102.667\n",
      "Rizatriptan benzoate\n",
      "98.656\n",
      "91.97399999999999\n",
      "96.59100000000001\n",
      "95.723\n",
      "105.65899999999999\n",
      "94.58\n",
      "Ro 51\n",
      "94.881\n",
      "85.796\n",
      "59.541000000000004\n",
      "120.13799999999999\n",
      "102.17399999999999\n",
      "91.486\n",
      "Ro-31-8425\n",
      "48.161\n",
      "60.662\n",
      "4.976\n",
      "38.878\n",
      "21.829\n",
      "13.742\n",
      "Robotnikinin\n",
      "99.48299999999999\n",
      "89.896\n",
      "99.82799999999999\n",
      "68.634\n",
      "97.794\n",
      "94.181\n",
      "Rocuronium bromide\n",
      "101.24600000000001\n",
      "106.774\n",
      "98.764\n",
      "113.21\n",
      "104.54700000000001\n",
      "89.714\n",
      "Rofecoxib\n",
      "101.839\n",
      "100.171\n",
      "102.705\n",
      "105.16799999999999\n",
      "100.214\n",
      "103.478\n",
      "Roflumilast\n",
      "105.23100000000001\n",
      "98.34700000000001\n",
      "103.656\n",
      "82.486\n",
      "102.014\n",
      "96.075\n",
      "Rolipram\n",
      "102.116\n",
      "98.266\n",
      "107.684\n",
      "97.449\n",
      "104.40299999999999\n",
      "103.588\n",
      "Rolofylline\n",
      "108.964\n",
      "105.955\n",
      "87.329\n",
      "101.72399999999999\n",
      "102.87700000000001\n",
      "104.537\n",
      "Romidepsin\n",
      "4.164\n",
      "5.818\n",
      "8.456\n",
      "9.323\n",
      "3.248\n",
      "3.0580000000000003\n",
      "Rose Bengal disodium\n",
      "60.361999999999995\n",
      "56.681000000000004\n",
      "56.901\n",
      "62.726000000000006\n",
      "51.478\n",
      "48.863\n",
      "Rosiglitazone\n",
      "99.414\n",
      "99.42399999999999\n",
      "83.74799999999999\n",
      "106.01100000000001\n",
      "95.64299999999999\n",
      "94.99799999999999\n",
      "Rotenone\n",
      "57.388000000000005\n",
      "5.456\n",
      "32.681\n",
      "52.467\n",
      "49.376000000000005\n",
      "61.538000000000004\n",
      "Rotundine\n",
      "99.48\n",
      "94.22399999999999\n",
      "77.625\n",
      "110.309\n",
      "68.05\n",
      "57.446000000000005\n",
      "Roxithromycin\n",
      "90.412\n",
      "88.729\n",
      "84.796\n",
      "90.61\n",
      "86.287\n",
      "75.41199999999999\n",
      "Ruboxistaurin mesilate\n",
      "17.105\n",
      "34.978\n",
      "30.935\n",
      "56.101000000000006\n",
      "59.73\n",
      "65.376\n",
      "Rucaparib\n",
      "69.668\n",
      "86.669\n",
      "84.477\n",
      "44.128\n",
      "58.626000000000005\n",
      "52.783\n",
      "Rupintrivir\n",
      "101.465\n",
      "104.23899999999999\n",
      "84.772\n",
      "131.829\n",
      "112.15700000000001\n",
      "113.15700000000001\n",
      "Rutaecarpine\n",
      "99.12100000000001\n",
      "96.54700000000001\n",
      "95.13\n",
      "102.164\n",
      "94.57799999999999\n",
      "77.563\n",
      "Ruxolitinib\n",
      "67.525\n",
      "69.241\n",
      "67.55\n",
      "87.82600000000001\n",
      "76.486\n",
      "82.384\n",
      "S-(+)-Rolipram\n",
      "79.661\n",
      "91.31700000000001\n",
      "99.73700000000001\n",
      "13.659\n",
      "19.614\n",
      "91.553\n",
      "S-99\n",
      "119.522\n",
      "98.25\n",
      "60.74100000000001\n",
      "120.09299999999999\n",
      "101.675\n",
      "107.132\n",
      "S-Trityl-L-cysteine\n",
      "57.558\n",
      "82.976\n",
      "56.468\n",
      "80.127\n",
      "63.467\n",
      "86.87100000000001\n",
      "S31-201\n",
      "105.70200000000001\n",
      "98.044\n",
      "96.361\n",
      "39.603\n",
      "67.233\n",
      "83.105\n",
      "S6K-18\n",
      "66.571\n",
      "92.199\n",
      "77.45\n",
      "87.76299999999999\n",
      "90.649\n",
      "90.955\n",
      "SAG\n",
      "27.261\n",
      "78.735\n",
      "5.332000000000001\n",
      "84.78399999999999\n",
      "83.694\n",
      "72.48100000000001\n",
      "SANT-2\n",
      "65.067\n",
      "80.89399999999999\n",
      "28.323\n",
      "24.006999999999998\n",
      "84.126\n",
      "83.67\n",
      "SB-202190\n",
      "32.244\n",
      "87.48200000000001\n",
      "21.471\n",
      "142.203\n",
      "126.15700000000001\n",
      "108.51100000000001\n",
      "SB-203580\n",
      "86.713\n",
      "89.666\n",
      "14.789000000000001\n",
      "57.424\n",
      "119.001\n",
      "92.665\n",
      "SB-206553\n",
      "62.57\n",
      "72.063\n",
      "76.112\n",
      "95.588\n",
      "83.189\n",
      "53.998000000000005\n",
      "SB-216763\n",
      "113.458\n",
      "95.007\n",
      "56.227\n",
      "36.185\n",
      "84.164\n",
      "80.064\n",
      "SB-224289\n",
      "103.238\n",
      "96.89299999999999\n",
      "96.334\n",
      "97.95299999999999\n",
      "98.566\n",
      "94.83\n",
      "SB-239063\n",
      "121.071\n",
      "106.67200000000001\n",
      "49.483999999999995\n",
      "121.934\n",
      "89.78\n",
      "72.984\n",
      "SB-242235\n",
      "84.038\n",
      "107.846\n",
      "51.618\n",
      "104.803\n",
      "92.329\n",
      "75.0\n",
      "SB-265610\n",
      "93.705\n",
      "89.09899999999999\n",
      "89.89299999999999\n",
      "108.744\n",
      "59.225\n",
      "59.148999999999994\n",
      "SB-3CT\n",
      "11.043\n",
      "80.90899999999999\n",
      "81.453\n",
      "108.32\n",
      "67.209\n",
      "71.705\n",
      "SB-408124\n",
      "98.50299999999999\n",
      "94.525\n",
      "94.49700000000001\n",
      "130.895\n",
      "107.381\n",
      "106.936\n",
      "SB-415286\n",
      "65.234\n",
      "82.086\n",
      "50.81399999999999\n",
      "45.449\n",
      "95.814\n",
      "94.33200000000001\n",
      "SB-431542\n",
      "105.20100000000001\n",
      "100.38\n",
      "48.805\n",
      "105.367\n",
      "92.085\n",
      "78.408\n",
      "SB-505124\n",
      "33.483000000000004\n",
      "41.096000000000004\n",
      "22.445\n",
      "26.49\n",
      "4.067\n",
      "58.993\n",
      "SB-525334\n",
      "57.93899999999999\n",
      "9.164\n",
      "24.796999999999997\n",
      "39.524\n",
      "9.334\n",
      "50.196000000000005\n",
      "SB-590885\n",
      "78.977\n",
      "86.819\n",
      "56.56100000000001\n",
      "137.914\n",
      "106.829\n",
      "88.479\n",
      "SB-743921\n",
      "19.637\n",
      "58.315\n",
      "4.312\n",
      "58.832\n",
      "46.606\n",
      "54.145\n",
      "SB-747651-A\n",
      "77.457\n",
      "75.753\n",
      "50.722\n",
      "67.889\n",
      "63.033\n",
      "66.53399999999999\n",
      "SB1518\n",
      "12.979000000000001\n",
      "24.848000000000003\n",
      "5.165\n",
      "19.153\n",
      "9.927\n",
      "4.746\n",
      "SB612111\n",
      "63.3\n",
      "78.132\n",
      "24.311999999999998\n",
      "85.256\n",
      "97.39299999999999\n",
      "78.559\n",
      "SCH-79797\n",
      "3.031\n",
      "43.924\n",
      "2.7489999999999997\n",
      "44.098\n",
      "2.781\n",
      "22.6\n",
      "SCH-900435\n",
      "37.8\n",
      "60.54600000000001\n",
      "47.218\n",
      "40.059\n",
      "77.508\n",
      "66.53399999999999\n",
      "SCH-900776\n",
      "61.813\n",
      "43.975\n",
      "28.044\n",
      "47.008\n",
      "31.604\n",
      "30.35\n",
      "SD-06\n",
      "97.807\n",
      "103.867\n",
      "53.556999999999995\n",
      "111.646\n",
      "85.648\n",
      "59.188\n",
      "SD-169\n",
      "100.365\n",
      "107.41799999999999\n",
      "55.486000000000004\n",
      "116.164\n",
      "94.36399999999999\n",
      "75.521\n",
      "SD-208\n",
      "125.70299999999999\n",
      "113.463\n",
      "54.845\n",
      "114.973\n",
      "98.514\n",
      "77.327\n",
      "SG-00529\n",
      "92.116\n",
      "85.21\n",
      "63.638000000000005\n",
      "90.31700000000001\n",
      "84.13\n",
      "53.00899999999999\n",
      "SGC0946\n",
      "78.516\n",
      "82.742\n",
      "68.068\n",
      "39.398\n",
      "72.277\n",
      "80.648\n",
      "SGI-1776\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "64.46\n",
      "69.112\n",
      "13.329\n",
      "39.111\n",
      "67.12899999999999\n",
      "45.071000000000005\n",
      "SGX-523\n",
      "95.281\n",
      "101.45299999999999\n",
      "51.513000000000005\n",
      "78.834\n",
      "100.259\n",
      "91.82\n",
      "SID 7969543\n",
      "110.62299999999999\n",
      "103.48299999999999\n",
      "103.78299999999999\n",
      "53.446000000000005\n",
      "99.566\n",
      "95.096\n",
      "SJ-172550\n",
      "93.346\n",
      "84.163\n",
      "55.782\n",
      "52.379\n",
      "71.923\n",
      "76.47\n",
      "SJN 2511\n",
      "121.811\n",
      "116.92399999999999\n",
      "45.661\n",
      "122.306\n",
      "89.065\n",
      "88.289\n",
      "SK&F-89976A\n",
      "115.04299999999999\n",
      "101.132\n",
      "93.03200000000001\n",
      "97.024\n",
      "97.439\n",
      "101.228\n",
      "SL-0101-1\n",
      "114.45100000000001\n",
      "104.652\n",
      "58.038000000000004\n",
      "114.77799999999999\n",
      "34.355\n",
      "37.317\n",
      "SL-327\n",
      "66.596\n",
      "74.085\n",
      "43.81100000000001\n",
      "83.82600000000001\n",
      "70.486\n",
      "90.82700000000001\n",
      "SM-164\n",
      "91.07\n",
      "87.402\n",
      "53.406000000000006\n",
      "108.726\n",
      "89.493\n",
      "89.859\n",
      "SMI-4a\n",
      "97.469\n",
      "82.675\n",
      "39.528\n",
      "57.05\n",
      "94.492\n",
      "80.76100000000001\n",
      "SN-38\n",
      "12.562999999999999\n",
      "12.574000000000002\n",
      "42.198\n",
      "25.826\n",
      "44.341\n",
      "41.413000000000004\n",
      "SNS-032\n",
      "20.407\n",
      "34.316\n",
      "3.1830000000000003\n",
      "8.561\n",
      "36.832\n",
      "36.671\n",
      "SNS-314\n",
      "56.138999999999996\n",
      "58.843\n",
      "42.653\n",
      "83.286\n",
      "63.323\n",
      "65.685\n",
      "SNX-2112\n",
      "3.275\n",
      "6.6160000000000005\n",
      "5.2589999999999995\n",
      "66.295\n",
      "46.05\n",
      "43.67\n",
      "SNX-5422\n",
      "4.633\n",
      "5.792000000000001\n",
      "7.0360000000000005\n",
      "65.569\n",
      "44.42\n",
      "49.20399999999999\n",
      "SP-600125\n",
      "49.665\n",
      "50.824\n",
      "46.951\n",
      "61.253\n",
      "19.799\n",
      "20.482\n",
      "SR 33805\n",
      "104.557\n",
      "95.975\n",
      "50.81100000000001\n",
      "100.208\n",
      "73.962\n",
      "82.59\n",
      "SR-3306\n",
      "4.434\n",
      "7.939\n",
      "7.209\n",
      "9.227\n",
      "5.747000000000001\n",
      "6.48\n",
      "SR-3677\n",
      "66.218\n",
      "74.357\n",
      "74.20100000000001\n",
      "64.069\n",
      "82.66\n",
      "84.475\n",
      "SR1664\n",
      "34.705999999999996\n",
      "49.544\n",
      "42.523999999999994\n",
      "54.736000000000004\n",
      "69.828\n",
      "62.678999999999995\n",
      "SR9011\n",
      "75.64399999999999\n",
      "86.975\n",
      "65.255\n",
      "93.338\n",
      "92.369\n",
      "108.54899999999999\n",
      "SRT1720\n",
      "1.482\n",
      "76.232\n",
      "1.349\n",
      "72.789\n",
      "63.86\n",
      "62.211999999999996\n",
      "SSR-504734\n",
      "83.286\n",
      "94.47\n",
      "89.95\n",
      "58.773\n",
      "73.553\n",
      "76.848\n",
      "SSR-69071\n",
      "100.84100000000001\n",
      "94.148\n",
      "85.95100000000001\n",
      "91.689\n",
      "96.321\n",
      "92.34\n",
      "STF-083010\n",
      "105.34100000000001\n",
      "95.477\n",
      "96.81\n",
      "121.87299999999999\n",
      "109.708\n",
      "103.27799999999999\n",
      "STF-62247\n",
      "47.118\n",
      "53.113\n",
      "2.575\n",
      "89.12100000000001\n",
      "71.565\n",
      "57.089\n",
      "STX-0119\n",
      "14.991\n",
      "17.604\n",
      "18.523\n",
      "110.941\n",
      "84.934\n",
      "79.992\n",
      "SU-5402\n",
      "28.761\n",
      "44.461000000000006\n",
      "23.612\n",
      "47.031000000000006\n",
      "57.243\n",
      "70.79899999999999\n",
      "SU-6656\n",
      "88.68700000000001\n",
      "83.0\n",
      "39.946\n",
      "41.676\n",
      "72.301\n",
      "70.47800000000001\n",
      "SU-MI-2\n",
      "62.411\n",
      "70.44\n",
      "1.85\n",
      "107.509\n",
      "89.145\n",
      "101.429\n",
      "Safinamide mesilate\n",
      "19.535999999999998\n",
      "45.318999999999996\n",
      "26.287\n",
      "50.034\n",
      "42.945\n",
      "7.721\n",
      "Salicin\n",
      "99.6\n",
      "90.836\n",
      "85.975\n",
      "105.22399999999999\n",
      "113.671\n",
      "113.915\n",
      "Salidroside\n",
      "101.81200000000001\n",
      "99.859\n",
      "88.792\n",
      "98.515\n",
      "96.213\n",
      "77.596\n",
      "Salinomycin\n",
      "27.656\n",
      "29.837\n",
      "12.600999999999999\n",
      "68.393\n",
      "69.344\n",
      "56.95\n",
      "Salirasib\n",
      "24.732\n",
      "37.829\n",
      "37.443000000000005\n",
      "43.782\n",
      "33.427\n",
      "24.381999999999998\n",
      "Sapitinib\n",
      "43.665\n",
      "55.305\n",
      "21.739\n",
      "50.82\n",
      "50.50899999999999\n",
      "43.812\n",
      "Saracatinib\n",
      "75.181\n",
      "66.72800000000001\n",
      "16.19\n",
      "85.44\n",
      "51.257\n",
      "26.234\n",
      "Sarafloxacin hydrochloride\n",
      "103.505\n",
      "102.23700000000001\n",
      "102.512\n",
      "106.427\n",
      "90.939\n",
      "66.158\n",
      "Saxagliptin\n",
      "105.208\n",
      "98.846\n",
      "91.139\n",
      "94.616\n",
      "95.40299999999999\n",
      "101.098\n",
      "Sclareolide\n",
      "105.354\n",
      "103.695\n",
      "81.506\n",
      "107.57\n",
      "100.46600000000001\n",
      "81.447\n",
      "Scopine\n",
      "6.38\n",
      "3.248\n",
      "2.89\n",
      "92.07600000000001\n",
      "90.806\n",
      "76.52\n",
      "Scopolamine\n",
      "110.99700000000001\n",
      "111.59200000000001\n",
      "102.821\n",
      "102.2\n",
      "101.89399999999999\n",
      "94.79299999999999\n",
      "Scopolamine methylbromide\n",
      "108.96700000000001\n",
      "105.802\n",
      "101.522\n",
      "111.961\n",
      "104.26299999999999\n",
      "104.39200000000001\n",
      "Secin H3\n",
      "107.24799999999999\n",
      "100.40700000000001\n",
      "97.35\n",
      "104.47200000000001\n",
      "98.971\n",
      "90.084\n",
      "Secnidazole\n",
      "118.43799999999999\n",
      "95.615\n",
      "102.786\n",
      "113.101\n",
      "112.514\n",
      "78.53\n",
      "Secoisolariciresinol\n",
      "32.904\n",
      "61.049\n",
      "93.495\n",
      "12.413\n",
      "8.062000000000001\n",
      "33.746\n",
      "Selegiline hydrochloride\n",
      "100.116\n",
      "95.60600000000001\n",
      "88.064\n",
      "76.40100000000001\n",
      "85.792\n",
      "92.113\n",
      "Selenomethionine\n",
      "101.089\n",
      "91.001\n",
      "89.068\n",
      "80.744\n",
      "74.217\n",
      "79.45\n",
      "Seliciclib\n",
      "46.24\n",
      "63.258\n",
      "46.162\n",
      "42.028999999999996\n",
      "71.984\n",
      "67.437\n",
      "Selumetinib\n",
      "58.018\n",
      "74.925\n",
      "44.787\n",
      "85.06\n",
      "61.367\n",
      "73.944\n",
      "Semagacestat\n",
      "84.426\n",
      "92.624\n",
      "83.619\n",
      "67.714\n",
      "90.523\n",
      "66.726\n",
      "Seocalcitol\n",
      "81.825\n",
      "91.964\n",
      "70.848\n",
      "74.663\n",
      "50.148999999999994\n",
      "73.192\n",
      "Sepantronium bromide\n",
      "1.964\n",
      "4.643\n",
      "8.095\n",
      "12.079\n",
      "3.72\n",
      "4.944\n",
      "Serdemetan\n",
      "37.565\n",
      "59.303999999999995\n",
      "10.665999999999999\n",
      "37.643\n",
      "17.831\n",
      "11.424000000000001\n",
      "Sesamin\n",
      "99.405\n",
      "106.35799999999999\n",
      "44.356\n",
      "109.42399999999999\n",
      "109.25200000000001\n",
      "113.10600000000001\n",
      "Shikimic acid\n",
      "108.869\n",
      "101.12200000000001\n",
      "98.537\n",
      "104.291\n",
      "98.98200000000001\n",
      "90.656\n",
      "Shikonin\n",
      "74.192\n",
      "92.82799999999999\n",
      "81.05199999999999\n",
      "74.655\n",
      "94.946\n",
      "94.15700000000001\n",
      "Sibutramine hydrochloride\n",
      "106.89299999999999\n",
      "103.602\n",
      "92.475\n",
      "76.679\n",
      "95.3\n",
      "95.23700000000001\n",
      "Sildenafil citrate\n",
      "82.948\n",
      "80.023\n",
      "75.538\n",
      "46.004\n",
      "71.38600000000001\n",
      "66.78699999999999\n",
      "Silmitasertib\n",
      "76.078\n",
      "61.881\n",
      "83.27799999999999\n",
      "118.399\n",
      "132.78799999999998\n",
      "88.035\n",
      "Silodosin\n",
      "101.568\n",
      "106.01\n",
      "69.807\n",
      "55.381\n",
      "98.68299999999999\n",
      "81.538\n",
      "Silver sulfadiazine\n",
      "110.756\n",
      "105.965\n",
      "99.885\n",
      "129.359\n",
      "112.59299999999999\n",
      "98.505\n",
      "Silybin\n",
      "89.771\n",
      "100.277\n",
      "96.728\n",
      "81.708\n",
      "88.98899999999999\n",
      "91.76100000000001\n",
      "Simvastatin\n",
      "5.011\n",
      "10.825\n",
      "6.855\n",
      "64.215\n",
      "23.758000000000003\n",
      "26.171\n",
      "Sinomenine\n",
      "112.977\n",
      "94.73299999999999\n",
      "91.251\n",
      "83.022\n",
      "48.805\n",
      "107.979\n",
      "Sipatrigine\n",
      "103.01899999999999\n",
      "94.80799999999999\n",
      "101.98700000000001\n",
      "116.16\n",
      "54.342\n",
      "81.449\n",
      "Sitafloxacin\n",
      "91.757\n",
      "96.21600000000001\n",
      "80.34100000000001\n",
      "80.805\n",
      "85.46600000000001\n",
      "90.59100000000001\n",
      "Sitagliptin\n",
      "126.27\n",
      "100.488\n",
      "90.95700000000001\n",
      "102.96700000000001\n",
      "96.583\n",
      "90.59\n",
      "Sivelestat\n",
      "114.46799999999999\n",
      "96.94200000000001\n",
      "96.33200000000001\n",
      "79.29899999999999\n",
      "101.665\n",
      "96.116\n",
      "Sodium 2-mercaptoethanesulfonate\n",
      "106.399\n",
      "99.02\n",
      "96.425\n",
      "123.90899999999999\n",
      "106.84899999999999\n",
      "100.242\n",
      "Sodium Danshensu\n",
      "105.01899999999999\n",
      "90.60799999999999\n",
      "71.696\n",
      "97.779\n",
      "104.42200000000001\n",
      "93.819\n",
      "Sodium cloxacillin\n",
      "92.927\n",
      "104.939\n",
      "98.417\n",
      "113.556\n",
      "103.37299999999999\n",
      "73.883\n",
      "Sodium cromoglycate\n",
      "91.816\n",
      "35.678000000000004\n",
      "93.391\n",
      "80.396\n",
      "92.67399999999999\n",
      "77.80199999999999\n",
      "Sofosbuvir\n",
      "33.249\n",
      "64.906\n",
      "45.476000000000006\n",
      "88.725\n",
      "95.76\n",
      "82.25\n",
      "Solanesol\n",
      "99.338\n",
      "103.544\n",
      "103.249\n",
      "72.393\n",
      "103.118\n",
      "93.87\n",
      "Sophocarpine\n",
      "98.82700000000001\n",
      "97.001\n",
      "85.052\n",
      "107.935\n",
      "105.38\n",
      "89.62\n",
      "Sorafenib\n",
      "36.351\n",
      "6.157\n",
      "12.235\n",
      "45.631\n",
      "73.283\n",
      "83.476\n",
      "Sotalol\n",
      "116.32600000000001\n",
      "104.071\n",
      "102.501\n",
      "110.198\n",
      "112.646\n",
      "112.704\n",
      "Sotrastaurin\n",
      "89.895\n",
      "88.728\n",
      "71.32600000000001\n",
      "50.68\n",
      "76.408\n",
      "99.155\n",
      "Sparfloxacin\n",
      "113.68299999999999\n",
      "106.47\n",
      "87.756\n",
      "114.787\n",
      "114.662\n",
      "100.081\n",
      "Spautin-1\n",
      "12.499\n",
      "6.811\n",
      "46.358000000000004\n",
      "81.528\n",
      "66.12899999999999\n",
      "83.24600000000001\n",
      "Spectinomycin hydrochloride\n",
      "19.145\n",
      "31.614\n",
      "93.541\n",
      "30.308000000000003\n",
      "5.074\n",
      "9.988\n",
      "Spermidine\n",
      "104.70200000000001\n",
      "104.09899999999999\n",
      "99.47200000000001\n",
      "14.265\n",
      "95.041\n",
      "5.166\n",
      "Stanozolol\n",
      "103.919\n",
      "97.949\n",
      "61.435\n",
      "113.819\n",
      "110.04\n",
      "88.154\n",
      "Stauprimide\n",
      "29.883000000000003\n",
      "28.325\n",
      "23.146\n",
      "31.245\n",
      "36.762\n",
      "35.959\n",
      "Stavudine\n",
      "99.541\n",
      "101.116\n",
      "103.65799999999999\n",
      "101.90299999999999\n",
      "112.631\n",
      "91.85799999999999\n",
      "StemRegenin 1\n",
      "3.699\n",
      "14.758\n",
      "3.641\n",
      "128.727\n",
      "55.223\n",
      "114.95\n",
      "Stigmasterol\n",
      "101.65799999999999\n",
      "89.796\n",
      "98.991\n",
      "87.12299999999999\n",
      "88.094\n",
      "86.059\n",
      "Streptomycin sulfate\n",
      "112.413\n",
      "106.35600000000001\n",
      "97.75200000000001\n",
      "112.913\n",
      "106.072\n",
      "81.494\n",
      "Streptozocin\n",
      "103.802\n",
      "98.772\n",
      "85.087\n",
      "92.171\n",
      "100.711\n",
      "103.34299999999999\n",
      "Strontium ranelate heptahydrate\n",
      "99.81700000000001\n",
      "99.34299999999999\n",
      "93.375\n",
      "83.634\n",
      "101.161\n",
      "88.197\n",
      "Suberoylanilide hydroxamic acid\n",
      "5.601\n",
      "28.576\n",
      "25.654\n",
      "17.11\n",
      "16.46\n",
      "38.46\n",
      "Sulbactam\n",
      "109.223\n",
      "105.024\n",
      "99.794\n",
      "114.162\n",
      "94.301\n",
      "96.23\n",
      "Sulfadoxine\n",
      "101.96\n",
      "94.46799999999999\n",
      "103.45700000000001\n",
      "115.40700000000001\n",
      "102.50299999999999\n",
      "67.344\n",
      "Sulfafurazole\n",
      "112.36200000000001\n",
      "105.9\n",
      "100.32600000000001\n",
      "83.82700000000001\n",
      "108.904\n",
      "97.89200000000001\n",
      "Sulfameter\n",
      "88.435\n",
      "100.411\n",
      "106.522\n",
      "57.852\n",
      "52.383\n",
      "80.311\n",
      "Sulfamethizole\n",
      "93.506\n",
      "107.848\n",
      "103.27799999999999\n",
      "64.204\n",
      "22.749000000000002\n",
      "36.714\n",
      "Sulfamethoxazole\n",
      "109.333\n",
      "102.01\n",
      "104.119\n",
      "18.6\n",
      "114.257\n",
      "83.68700000000001\n",
      "Sulfanilamide\n",
      "107.64\n",
      "102.191\n",
      "96.617\n",
      "82.539\n",
      "106.971\n",
      "104.595\n",
      "Sulfaphenazole\n",
      "108.471\n",
      "97.78399999999999\n",
      "101.62799999999999\n",
      "120.311\n",
      "117.06\n",
      "100.456\n",
      "Sulfapyridine\n",
      "99.094\n",
      "103.795\n",
      "106.287\n",
      "48.028999999999996\n",
      "109.0\n",
      "86.90899999999999\n",
      "Sulfasalazine\n",
      "111.339\n",
      "99.238\n",
      "58.588\n",
      "134.344\n",
      "105.39399999999999\n",
      "107.306\n",
      "Sulindac\n",
      "74.313\n",
      "91.323\n",
      "97.67299999999999\n",
      "54.864\n",
      "53.722\n",
      "71.997\n",
      "Sulphadimethoxine\n",
      "110.493\n",
      "102.189\n",
      "103.851\n",
      "121.77799999999999\n",
      "110.068\n",
      "82.071\n",
      "Sumanirole maleate\n",
      "107.059\n",
      "102.931\n",
      "100.37899999999999\n",
      "112.781\n",
      "87.02799999999999\n",
      "92.12700000000001\n",
      "Sumatriptan succinate\n",
      "102.226\n",
      "101.266\n",
      "102.12700000000001\n",
      "84.18700000000001\n",
      "89.191\n",
      "77.505\n",
      "Sunitinib malate\n",
      "6.2410000000000005\n",
      "13.109000000000002\n",
      "2.9130000000000003\n",
      "5.905\n",
      "5.24\n",
      "3.737\n",
      "Suplatast tosilate\n",
      "98.571\n",
      "103.04299999999999\n",
      "92.234\n",
      "96.18\n",
      "77.014\n",
      "79.947\n",
      "Suramin sodium\n",
      "45.708999999999996\n",
      "68.694\n",
      "0.086\n",
      "48.236999999999995\n",
      "56.02\n",
      "77.907\n",
      "Synephrine\n",
      "98.405\n",
      "107.271\n",
      "87.557\n",
      "116.295\n",
      "84.991\n",
      "71.566\n",
      "TAE-684\n",
      "4.329\n",
      "5.732\n",
      "2.351\n",
      "15.172\n",
      "34.872\n",
      "32.129\n",
      "TAK-285\n",
      "69.247\n",
      "83.325\n",
      "17.041\n",
      "85.446\n",
      "70.995\n",
      "55.228\n",
      "TAK-715\n",
      "86.76700000000001\n",
      "56.522\n",
      "20.849\n",
      "128.067\n",
      "110.917\n",
      "98.09100000000001\n",
      "TAK-733\n",
      "17.964000000000002\n",
      "55.92\n",
      "35.306\n",
      "22.803\n",
      "40.789\n",
      "47.856\n",
      "TAK-875\n",
      "50.706\n",
      "28.741999999999997\n",
      "36.717\n",
      "87.525\n",
      "84.4\n",
      "82.811\n",
      "TAK-901\n",
      "12.325\n",
      "24.285999999999998\n",
      "27.721\n",
      "23.049\n",
      "47.86600000000001\n",
      "6.097\n",
      "TAME\n",
      "111.70200000000001\n",
      "100.295\n",
      "61.781000000000006\n",
      "68.074\n",
      "111.838\n",
      "106.512\n",
      "TCN-201\n",
      "102.45\n",
      "97.745\n",
      "64.058\n",
      "117.54799999999999\n",
      "116.006\n",
      "106.604\n",
      "TCS JNK 5a\n",
      "51.802\n",
      "61.724\n",
      "41.785\n",
      "78.888\n",
      "55.161\n",
      "63.528\n",
      "TCS-2312\n",
      "21.164\n",
      "40.601\n",
      "12.568\n",
      "97.557\n",
      "40.103\n",
      "35.751\n",
      "TG-100115\n",
      "20.107\n",
      "34.277\n",
      "29.814\n",
      "27.866\n",
      "42.387\n",
      "38.832\n",
      "TG-101209\n",
      "3.778\n",
      "6.997999999999999\n",
      "4.3260000000000005\n",
      "32.027\n",
      "25.95\n",
      "4.32\n",
      "TG-101348\n",
      "95.766\n",
      "94.64299999999999\n",
      "106.584\n",
      "99.749\n",
      "106.992\n",
      "101.575\n",
      "TG-46\n",
      "2.745\n",
      "4.458\n",
      "1.456\n",
      "12.843\n",
      "17.057000000000002\n",
      "2.9189999999999996\n",
      "TG-89\n",
      "82.818\n",
      "91.19200000000001\n",
      "94.97399999999999\n",
      "36.741\n",
      "58.661\n",
      "68.976\n",
      "TGX-221\n",
      "97.28200000000001\n",
      "88.647\n",
      "52.355\n",
      "35.957\n",
      "71.638\n",
      "75.133\n",
      "TM-30089\n",
      "113.456\n",
      "106.221\n",
      "100.68799999999999\n",
      "88.95200000000001\n",
      "55.895\n",
      "76.141\n",
      "TPCA-1\n",
      "21.311\n",
      "26.336\n",
      "25.706\n",
      "25.639\n",
      "23.706\n",
      "23.783\n",
      "TPCK\n",
      "56.43600000000001\n",
      "68.732\n",
      "88.93700000000001\n",
      "80.696\n",
      "78.398\n",
      "73.085\n",
      "TRAM-34\n",
      "109.68700000000001\n",
      "94.279\n",
      "78.848\n",
      "111.57700000000001\n",
      "100.383\n",
      "107.80799999999999\n",
      "TW-37\n",
      "30.879\n",
      "49.706\n",
      "33.944\n",
      "77.77600000000001\n",
      "44.605\n",
      "31.828000000000003\n",
      "TWS-119\n",
      "24.658\n",
      "34.849000000000004\n",
      "16.594\n",
      "43.089\n",
      "40.672\n",
      "36.298\n",
      "Tacrine\n",
      "100.33200000000001\n",
      "106.336\n",
      "94.677\n",
      "121.604\n",
      "105.42399999999999\n",
      "72.774\n",
      "Tadalafil\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "91.441\n",
      "100.488\n",
      "73.594\n",
      "79.37899999999999\n",
      "82.179\n",
      "93.463\n",
      "Takeda-6d\n",
      "27.570999999999998\n",
      "48.678999999999995\n",
      "13.045\n",
      "99.666\n",
      "59.20399999999999\n",
      "70.07600000000001\n",
      "Talmapimod\n",
      "77.582\n",
      "95.485\n",
      "53.38\n",
      "133.713\n",
      "122.81\n",
      "104.50299999999999\n",
      "Taltirelin\n",
      "66.119\n",
      "85.82700000000001\n",
      "107.348\n",
      "111.605\n",
      "83.068\n",
      "91.455\n",
      "Tamibarotene\n",
      "79.89\n",
      "74.358\n",
      "69.743\n",
      "90.735\n",
      "88.04799999999999\n",
      "55.181999999999995\n",
      "Tamoxifen\n",
      "71.691\n",
      "97.684\n",
      "22.135\n",
      "106.68700000000001\n",
      "97.671\n",
      "82.27\n",
      "Tamsulosin hydrochloride\n",
      "104.199\n",
      "107.029\n",
      "78.67699999999999\n",
      "121.87100000000001\n",
      "92.696\n",
      "91.01799999999999\n",
      "Tandutinib\n",
      "84.552\n",
      "85.13\n",
      "20.494\n",
      "82.45100000000001\n",
      "86.616\n",
      "45.102\n",
      "Tanespimycin\n",
      "5.13\n",
      "6.572\n",
      "5.6160000000000005\n",
      "68.36399999999999\n",
      "36.755\n",
      "52.037\n",
      "Tanshinone I\n",
      "75.794\n",
      "93.70100000000001\n",
      "84.83200000000001\n",
      "98.20700000000001\n",
      "88.52600000000001\n",
      "82.655\n",
      "Tanshinone IIA\n",
      "90.772\n",
      "103.71\n",
      "85.131\n",
      "122.007\n",
      "109.65899999999999\n",
      "97.713\n",
      "Tariquidar\n",
      "81.285\n",
      "98.149\n",
      "96.314\n",
      "78.219\n",
      "92.33\n",
      "97.369\n",
      "Taxifolin\n",
      "94.956\n",
      "101.10600000000001\n",
      "99.611\n",
      "115.493\n",
      "108.689\n",
      "94.736\n",
      "Tazarotene\n",
      "76.296\n",
      "96.257\n",
      "76.69\n",
      "48.67100000000001\n",
      "87.186\n",
      "82.757\n",
      "Tebipenem pivoxil\n",
      "85.15299999999999\n",
      "101.86200000000001\n",
      "99.194\n",
      "88.066\n",
      "108.616\n",
      "89.21600000000001\n",
      "Tegafur\n",
      "92.762\n",
      "105.12799999999999\n",
      "76.40899999999999\n",
      "87.999\n",
      "91.542\n",
      "100.824\n",
      "Tegaserod maleate\n",
      "50.75899999999999\n",
      "60.31\n",
      "38.213\n",
      "51.753\n",
      "35.783\n",
      "25.369\n",
      "Teicoplanin\n",
      "92.249\n",
      "97.88799999999999\n",
      "103.286\n",
      "94.557\n",
      "96.60600000000001\n",
      "98.22399999999999\n",
      "Telaprevir\n",
      "101.14200000000001\n",
      "103.64399999999999\n",
      "83.789\n",
      "117.421\n",
      "94.552\n",
      "82.137\n",
      "Telatinib\n",
      "98.444\n",
      "93.00399999999999\n",
      "34.979\n",
      "107.01\n",
      "91.399\n",
      "89.50200000000001\n",
      "Telbivudine\n",
      "90.97\n",
      "95.20200000000001\n",
      "54.945\n",
      "111.20299999999999\n",
      "84.76\n",
      "104.885\n",
      "Telithromycin\n",
      "90.24700000000001\n",
      "94.88600000000001\n",
      "71.112\n",
      "90.404\n",
      "79.043\n",
      "62.617\n",
      "Telmisartan\n",
      "106.163\n",
      "101.86200000000001\n",
      "97.588\n",
      "97.50200000000001\n",
      "96.565\n",
      "88.331\n",
      "Telotristat etiprate\n",
      "66.688\n",
      "90.67299999999999\n",
      "57.721000000000004\n",
      "120.473\n",
      "90.60700000000001\n",
      "82.012\n",
      "Temocapril hydrochloride\n",
      "71.50399999999999\n",
      "96.419\n",
      "96.22\n",
      "48.887\n",
      "13.28\n",
      "31.365\n",
      "Temozolomide\n",
      "102.34899999999999\n",
      "102.45\n",
      "53.818999999999996\n",
      "98.85\n",
      "101.804\n",
      "103.84700000000001\n",
      "Tempol\n",
      "102.34200000000001\n",
      "88.852\n",
      "104.102\n",
      "79.744\n",
      "103.06200000000001\n",
      "92.351\n",
      "Temsirolimus\n",
      "54.47\n",
      "59.832\n",
      "42.922\n",
      "77.05199999999999\n",
      "59.299\n",
      "69.018\n",
      "Teniposide\n",
      "16.201\n",
      "17.307000000000002\n",
      "7.867999999999999\n",
      "60.438\n",
      "34.368\n",
      "27.807\n",
      "Tenofovir disoproxil fumarate\n",
      "111.07600000000001\n",
      "111.87200000000001\n",
      "102.568\n",
      "118.804\n",
      "114.557\n",
      "102.208\n",
      "Tenoxicam\n",
      "109.704\n",
      "105.068\n",
      "99.572\n",
      "119.787\n",
      "94.921\n",
      "96.765\n",
      "Terameprocol\n",
      "22.408\n",
      "40.673\n",
      "36.329\n",
      "55.849\n",
      "33.885\n",
      "37.584\n",
      "Terazosin hydrochloride\n",
      "94.875\n",
      "103.352\n",
      "94.421\n",
      "94.499\n",
      "83.131\n",
      "79.492\n",
      "Terbinafine hydrochloride\n",
      "102.419\n",
      "107.671\n",
      "91.911\n",
      "136.047\n",
      "107.83\n",
      "110.163\n",
      "Teriflunomide\n",
      "64.181\n",
      "80.44\n",
      "53.915\n",
      "72.282\n",
      "78.612\n",
      "67.863\n",
      "Tesmilifene hydrochloride\n",
      "104.77799999999999\n",
      "100.154\n",
      "25.756\n",
      "99.758\n",
      "103.521\n",
      "92.024\n",
      "Testosterone\n",
      "80.042\n",
      "45.43600000000001\n",
      "84.37299999999999\n",
      "34.273\n",
      "26.97\n",
      "15.614\n",
      "Testosterone cypionate\n",
      "105.589\n",
      "104.288\n",
      "106.485\n",
      "38.126999999999995\n",
      "101.96700000000001\n",
      "92.791\n",
      "Testosterone propionate\n",
      "60.231\n",
      "28.854\n",
      "58.983000000000004\n",
      "63.1\n",
      "99.896\n",
      "100.33\n",
      "Tetrabenazine\n",
      "103.01\n",
      "105.14200000000001\n",
      "104.87799999999999\n",
      "97.012\n",
      "89.344\n",
      "86.95100000000001\n",
      "Tetracycline hydrochloride\n",
      "109.87100000000001\n",
      "99.698\n",
      "84.79799999999999\n",
      "116.07700000000001\n",
      "103.85\n",
      "69.37\n",
      "Tetrahydroberberine\n",
      "87.90299999999999\n",
      "95.745\n",
      "79.803\n",
      "93.16\n",
      "103.40799999999999\n",
      "92.228\n",
      "Tetrahydropapaverine\n",
      "88.663\n",
      "97.742\n",
      "79.583\n",
      "90.036\n",
      "90.75299999999999\n",
      "74.637\n",
      "Tetrahydrouridine\n",
      "109.819\n",
      "103.29799999999999\n",
      "99.786\n",
      "57.548\n",
      "99.259\n",
      "89.70299999999999\n",
      "Tetrandrine\n",
      "51.763000000000005\n",
      "6.16\n",
      "36.22\n",
      "88.221\n",
      "81.078\n",
      "63.077\n",
      "Thalidomide\n",
      "78.393\n",
      "79.42699999999999\n",
      "57.44\n",
      "100.022\n",
      "98.89299999999999\n",
      "96.655\n",
      "Thapsigargin\n",
      "2.9219999999999997\n",
      "18.045\n",
      "3.261\n",
      "22.451999999999998\n",
      "31.734\n",
      "30.805\n",
      "Theobromine\n",
      "4.843999999999999\n",
      "26.14\n",
      "4.868\n",
      "93.744\n",
      "102.54899999999999\n",
      "79.991\n",
      "Theophyllamine\n",
      "102.704\n",
      "112.479\n",
      "98.71700000000001\n",
      "110.994\n",
      "99.58\n",
      "85.34299999999999\n",
      "Thiabendazole\n",
      "107.081\n",
      "99.29299999999999\n",
      "94.101\n",
      "112.541\n",
      "102.546\n",
      "96.365\n",
      "Thiamphenicol\n",
      "92.594\n",
      "73.962\n",
      "68.359\n",
      "63.732\n",
      "75.527\n",
      "72.654\n",
      "Thiazovivin\n",
      "40.024\n",
      "68.648\n",
      "4.244\n",
      "88.634\n",
      "100.086\n",
      "71.014\n",
      "ThioTEPA\n",
      "101.821\n",
      "96.79700000000001\n",
      "58.751000000000005\n",
      "111.995\n",
      "94.335\n",
      "95.397\n",
      "Ticlopidine hydrochloride\n",
      "109.199\n",
      "107.602\n",
      "105.632\n",
      "106.595\n",
      "56.574\n",
      "88.14200000000001\n",
      "Tie-2 kinase inhibitor\n",
      "52.316\n",
      "69.653\n",
      "11.652999999999999\n",
      "34.871\n",
      "91.794\n",
      "84.03299999999999\n",
      "Tigecycline\n",
      "111.899\n",
      "98.34100000000001\n",
      "83.85799999999999\n",
      "127.887\n",
      "99.788\n",
      "89.905\n",
      "Tioconazole\n",
      "69.596\n",
      "76.794\n",
      "43.486999999999995\n",
      "89.74700000000001\n",
      "93.35700000000001\n",
      "78.457\n",
      "Tioguanine\n",
      "89.785\n",
      "100.052\n",
      "24.438000000000002\n",
      "58.192\n",
      "26.289\n",
      "47.701\n",
      "Tiopronin\n",
      "100.06200000000001\n",
      "106.84700000000001\n",
      "99.625\n",
      "50.358000000000004\n",
      "94.885\n",
      "78.153\n",
      "Tiotropium bromide\n",
      "119.905\n",
      "104.579\n",
      "106.98100000000001\n",
      "120.223\n",
      "106.94200000000001\n",
      "90.598\n",
      "Tioxolone\n",
      "105.016\n",
      "105.085\n",
      "101.79700000000001\n",
      "122.434\n",
      "99.616\n",
      "78.941\n",
      "Tipifarnib\n",
      "41.424\n",
      "54.347\n",
      "27.405\n",
      "79.743\n",
      "80.501\n",
      "77.396\n",
      "Tiplasinin\n",
      "112.686\n",
      "102.39299999999999\n",
      "96.865\n",
      "104.31700000000001\n",
      "99.958\n",
      "83.319\n",
      "Tivantinib\n",
      "38.023\n",
      "48.516000000000005\n",
      "20.71\n",
      "40.785\n",
      "25.811\n",
      "30.576\n",
      "Tivozanib\n",
      "14.66\n",
      "35.455999999999996\n",
      "8.215\n",
      "78.368\n",
      "60.977\n",
      "59.846000000000004\n",
      "Tizanidine hydrochloride\n",
      "101.809\n",
      "106.626\n",
      "111.061\n",
      "112.81200000000001\n",
      "97.831\n",
      "109.77799999999999\n",
      "Tobramycin\n",
      "121.26899999999999\n",
      "104.72200000000001\n",
      "96.696\n",
      "115.587\n",
      "90.92\n",
      "93.331\n",
      "Tofacitinib\n",
      "88.346\n",
      "80.559\n",
      "72.354\n",
      "91.846\n",
      "72.55199999999999\n",
      "79.48100000000001\n",
      "Tolcapone\n",
      "108.15799999999999\n",
      "91.316\n",
      "63.723\n",
      "46.325\n",
      "107.71799999999999\n",
      "94.398\n",
      "Tolnaftate\n",
      "99.65299999999999\n",
      "103.31700000000001\n",
      "45.94\n",
      "22.028000000000002\n",
      "91.98200000000001\n",
      "86.495\n",
      "Tolterodine tartrate\n",
      "100.12899999999999\n",
      "104.14200000000001\n",
      "110.365\n",
      "91.016\n",
      "88.15799999999999\n",
      "91.04299999999999\n",
      "Tolvaptan\n",
      "101.087\n",
      "98.163\n",
      "80.73899999999999\n",
      "107.25299999999999\n",
      "97.624\n",
      "98.397\n",
      "Topotecan hydrochloride\n",
      "7.455\n",
      "16.932000000000002\n",
      "45.258\n",
      "34.946999999999996\n",
      "18.453\n",
      "18.666\n",
      "Torasemide\n",
      "99.992\n",
      "94.555\n",
      "97.305\n",
      "101.34\n",
      "95.508\n",
      "85.27799999999999\n",
      "Torcetrapib\n",
      "100.023\n",
      "92.541\n",
      "66.612\n",
      "43.107\n",
      "96.031\n",
      "87.961\n",
      "Toremifene\n",
      "101.535\n",
      "97.96799999999999\n",
      "82.516\n",
      "93.82700000000001\n",
      "110.215\n",
      "99.211\n",
      "Torin-1\n",
      "33.441\n",
      "41.425\n",
      "30.754\n",
      "49.52\n",
      "34.412\n",
      "30.322\n",
      "Torin-2\n",
      "17.555999999999997\n",
      "23.895\n",
      "10.997\n",
      "33.544000000000004\n",
      "29.665\n",
      "20.377\n",
      "Tosedostat\n",
      "20.7\n",
      "37.882\n",
      "54.455\n",
      "66.824\n",
      "73.977\n",
      "71.445\n",
      "Tozasertib\n",
      "17.522000000000002\n",
      "51.876999999999995\n",
      "9.925\n",
      "84.079\n",
      "50.497\n",
      "65.061\n",
      "Trametinib\n",
      "61.648\n",
      "71.847\n",
      "48.255\n",
      "82.885\n",
      "59.08\n",
      "75.308\n",
      "Tranexamic acid\n",
      "98.853\n",
      "94.488\n",
      "103.71\n",
      "88.223\n",
      "101.795\n",
      "111.56299999999999\n",
      "Tranilast\n",
      "101.28\n",
      "92.102\n",
      "77.0\n",
      "93.546\n",
      "93.23\n",
      "94.801\n",
      "Tranylcypromine\n",
      "108.81\n",
      "96.699\n",
      "95.911\n",
      "97.97200000000001\n",
      "95.39399999999999\n",
      "87.74600000000001\n",
      "Travoprost\n",
      "72.377\n",
      "87.711\n",
      "83.81\n",
      "112.795\n",
      "110.06\n",
      "107.288\n",
      "Trazodone hydrochloride\n",
      "99.98899999999999\n",
      "101.34200000000001\n",
      "90.04899999999999\n",
      "90.025\n",
      "103.427\n",
      "96.39\n",
      "Tretinoin\n",
      "76.607\n",
      "87.573\n",
      "80.285\n",
      "50.979\n",
      "92.54899999999999\n",
      "73.255\n",
      "Triamcinolone acetonide\n",
      "100.882\n",
      "98.119\n",
      "63.217\n",
      "79.98899999999999\n",
      "57.078\n",
      "57.38399999999999\n",
      "Trichlormethiazide\n",
      "115.625\n",
      "98.836\n",
      "101.905\n",
      "118.10700000000001\n",
      "97.616\n",
      "97.186\n",
      "Trichostatin A\n",
      "1.892\n",
      "3.609\n",
      "1.9769999999999999\n",
      "10.687999999999999\n",
      "6.11\n",
      "3.713\n",
      "Tricirbine\n",
      "71.485\n",
      "58.443000000000005\n",
      "14.564\n",
      "87.177\n",
      "66.98\n",
      "49.477\n",
      "Triciribine phosphate\n",
      "34.579\n",
      "31.639\n",
      "18.247\n",
      "31.6\n",
      "26.552\n",
      "20.555\n",
      "Trifluoperazine hydrochloride\n",
      "98.446\n",
      "100.58\n",
      "108.406\n",
      "66.55\n",
      "90.469\n",
      "87.866\n",
      "Trifluridine\n",
      "58.964\n",
      "68.007\n",
      "50.995\n",
      "89.24600000000001\n",
      "67.507\n",
      "32.715\n",
      "Trilostane\n",
      "85.708\n",
      "91.764\n",
      "98.91799999999999\n",
      "111.21600000000001\n",
      "108.18700000000001\n",
      "116.041\n",
      "Trimetrexate\n",
      "83.62299999999999\n",
      "88.334\n",
      "33.647\n",
      "73.877\n",
      "41.93899999999999\n",
      "64.454\n",
      "Trioxsalen\n",
      "99.175\n",
      "97.015\n",
      "105.904\n",
      "64.06\n",
      "75.696\n",
      "47.335\n",
      "Tripterin\n",
      "5.832999999999999\n",
      "6.182\n",
      "5.877000000000001\n",
      "8.542\n",
      "13.632\n",
      "16.726\n",
      "Triptolide\n",
      "11.520999999999999\n",
      "24.899\n",
      "3.491\n",
      "15.47\n",
      "30.313000000000002\n",
      "33.35\n",
      "Troglitazone\n",
      "85.96700000000001\n",
      "70.89699999999999\n",
      "65.663\n",
      "82.91\n",
      "90.822\n",
      "86.05\n",
      "Tropisetron\n",
      "92.185\n",
      "93.109\n",
      "84.77799999999999\n",
      "98.03399999999999\n",
      "85.704\n",
      "86.897\n",
      "Trospium chloride\n",
      "115.64399999999999\n",
      "110.412\n",
      "93.522\n",
      "19.691\n",
      "111.49799999999999\n",
      "103.90799999999999\n",
      "Troxacitabine\n",
      "99.725\n",
      "101.163\n",
      "79.377\n",
      "100.406\n",
      "102.059\n",
      "98.93799999999999\n",
      "Tubacin\n",
      "5.4670000000000005\n",
      "9.045\n",
      "33.045\n",
      "24.288\n",
      "8.96\n",
      "27.019000000000002\n",
      "Tubastatin A\n",
      "47.513999999999996\n",
      "77.04\n",
      "51.897\n",
      "49.867\n",
      "64.183\n",
      "64.093\n",
      "Turofexorate isopropyl\n",
      "94.66799999999999\n",
      "99.346\n",
      "97.06\n",
      "79.226\n",
      "92.554\n",
      "83.051\n",
      "Tyrphostin B42\n",
      "68.399\n",
      "86.34\n",
      "37.875\n",
      "107.47\n",
      "98.148\n",
      "82.75399999999999\n",
      "U-0126\n",
      "77.203\n",
      "69.51100000000001\n",
      "57.504\n",
      "32.996\n",
      "78.905\n",
      "34.542\n",
      "U-73122??\n",
      "106.865\n",
      "95.87299999999999\n",
      "86.155\n",
      "98.227\n",
      "102.553\n",
      "98.68299999999999\n",
      "UK-383367\n",
      "63.922\n",
      "79.521\n",
      "15.593\n",
      "86.94200000000001\n",
      "76.37\n",
      "59.091\n",
      "UNC-0638\n",
      "99.537\n",
      "99.729\n",
      "7.94\n",
      "4.412\n",
      "3.3789999999999996\n",
      "13.96\n",
      "UNC1215\n",
      "111.786\n",
      "107.368\n",
      "88.927\n",
      "96.03\n",
      "107.852\n",
      "95.861\n",
      "UNC669\n",
      "123.429\n",
      "100.499\n",
      "93.161\n",
      "107.17\n",
      "100.993\n",
      "86.10600000000001\n",
      "Ubenimex\n",
      "104.86399999999999\n",
      "84.87299999999999\n",
      "16.173\n",
      "87.756\n",
      "96.96700000000001\n",
      "109.685\n",
      "Ubidecarenone\n",
      "103.387\n",
      "103.09899999999999\n",
      "101.02600000000001\n",
      "98.51799999999999\n",
      "100.241\n",
      "102.35600000000001\n",
      "Uridine\n",
      "119.884\n",
      "108.38799999999999\n",
      "102.834\n",
      "53.808\n",
      "98.79799999999999\n",
      "102.456\n",
      "Uridine triacetate\n",
      "9.073\n",
      "97.368\n",
      "97.054\n",
      "45.638999999999996\n",
      "87.95299999999999\n",
      "100.602\n",
      "Ursodiol\n",
      "39.341\n",
      "53.35\n",
      "102.97399999999999\n",
      "73.257\n",
      "83.113\n",
      "65.473\n",
      "Ursolic acid\n",
      "74.327\n",
      "90.431\n",
      "101.473\n",
      "37.124\n",
      "74.931\n",
      "81.389\n",
      "VCH-916\n",
      "93.03\n",
      "103.645\n",
      "81.681\n",
      "107.75\n",
      "92.554\n",
      "101.51700000000001\n",
      "VE-821\n",
      "108.406\n",
      "89.038\n",
      "30.776999999999997\n",
      "90.557\n",
      "90.39\n",
      "88.521\n",
      "VER-155008\n",
      "58.01\n",
      "78.523\n",
      "72.327\n",
      "102.45700000000001\n",
      "89.76\n",
      "85.244\n",
      "VER-82576\n",
      "10.382\n",
      "13.583\n",
      "19.872\n",
      "97.84899999999999\n",
      "54.751999999999995\n",
      "54.623999999999995\n",
      "VU0357121\n",
      "104.242\n",
      "90.83\n",
      "95.68\n",
      "61.718\n",
      "79.561\n",
      "89.088\n",
      "VU0482089-2\n",
      "12.822000000000001\n",
      "9.949\n",
      "30.701999999999998\n",
      "63.373000000000005\n",
      "18.375\n",
      "74.57600000000001\n",
      "VU0483486-1\n",
      "45.007\n",
      "83.277\n",
      "55.91\n",
      "69.692\n",
      "68.438\n",
      "109.86\n",
      "VU0483487-1\n",
      "64.635\n",
      "39.34\n",
      "10.515999999999998\n",
      "73.02600000000001\n",
      "82.537\n",
      "96.745\n",
      "VU0483488-1\n",
      "77.128\n",
      "82.35\n",
      "41.068999999999996\n",
      "82.735\n",
      "84.751\n",
      "83.527\n",
      "VX-702\n",
      "90.6\n",
      "99.219\n",
      "52.46\n",
      "39.555\n",
      "106.318\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "95.073\n",
      "VX-745\n",
      "95.64200000000001\n",
      "94.291\n",
      "55.29\n",
      "121.727\n",
      "118.273\n",
      "81.40899999999999\n",
      "VX-765\n",
      "96.041\n",
      "99.719\n",
      "104.435\n",
      "106.096\n",
      "51.12\n",
      "51.205\n",
      "Vadimezan\n",
      "95.1\n",
      "96.48\n",
      "87.919\n",
      "67.817\n",
      "79.485\n",
      "89.361\n",
      "Valaciclovir\n",
      "112.725\n",
      "108.603\n",
      "85.917\n",
      "90.645\n",
      "104.363\n",
      "98.54700000000001\n",
      "Valproic acid sodium salt\n",
      "101.07600000000001\n",
      "102.37200000000001\n",
      "54.913999999999994\n",
      "41.551\n",
      "92.709\n",
      "90.65700000000001\n",
      "Valspodar\n",
      "71.611\n",
      "86.37899999999999\n",
      "70.236\n",
      "111.184\n",
      "54.398\n",
      "64.452\n",
      "Vancomycin hydrochloride\n",
      "102.00200000000001\n",
      "104.037\n",
      "106.60700000000001\n",
      "101.734\n",
      "94.26100000000001\n",
      "107.68799999999999\n",
      "Vandetanib\n",
      "3.8510000000000004\n",
      "9.382\n",
      "-0.006\n",
      "30.123\n",
      "40.754\n",
      "35.001\n",
      "Vapiprost hydrochloride\n",
      "97.456\n",
      "94.766\n",
      "95.09899999999999\n",
      "107.367\n",
      "90.22200000000001\n",
      "98.302\n",
      "Vardenafil\n",
      "5.631\n",
      "7.434\n",
      "6.971\n",
      "99.331\n",
      "98.369\n",
      "62.635\n",
      "Varenicline dihydrochloride\n",
      "93.14200000000001\n",
      "103.363\n",
      "108.1\n",
      "45.973\n",
      "91.955\n",
      "93.072\n",
      "Varespladib\n",
      "115.585\n",
      "101.45700000000001\n",
      "96.65299999999999\n",
      "97.196\n",
      "109.31200000000001\n",
      "83.751\n",
      "Vargatef\n",
      "11.509\n",
      "43.858000000000004\n",
      "42.045\n",
      "44.967\n",
      "47.468999999999994\n",
      "55.58\n",
      "Varlitinib tosylate\n",
      "80.979\n",
      "71.445\n",
      "19.421\n",
      "46.614\n",
      "44.232\n",
      "53.84\n",
      "Vatalanib dihydrochloride\n",
      "84.20700000000001\n",
      "83.116\n",
      "48.534\n",
      "72.473\n",
      "87.664\n",
      "76.42699999999999\n",
      "Vecuronium bromide\n",
      "95.85600000000001\n",
      "98.727\n",
      "102.37200000000001\n",
      "109.91799999999999\n",
      "97.542\n",
      "98.17299999999999\n",
      "Veliflapon\n",
      "92.23700000000001\n",
      "93.131\n",
      "83.633\n",
      "65.328\n",
      "93.02600000000001\n",
      "87.811\n",
      "Veliparib\n",
      "86.664\n",
      "91.072\n",
      "79.179\n",
      "28.899\n",
      "83.234\n",
      "69.89399999999999\n",
      "Vemurafenib\n",
      "86.24\n",
      "67.891\n",
      "70.818\n",
      "58.723\n",
      "85.771\n",
      "86.056\n",
      "Venlafaxine hydrochloride\n",
      "100.23899999999999\n",
      "99.30799999999999\n",
      "90.219\n",
      "79.247\n",
      "95.48100000000001\n",
      "89.936\n",
      "Verapamil\n",
      "87.29799999999999\n",
      "93.92299999999999\n",
      "88.15100000000001\n",
      "80.587\n",
      "77.78\n",
      "92.48\n",
      "Verteporfin\n",
      "15.237\n",
      "40.429\n",
      "6.459\n",
      "38.497\n",
      "42.128\n",
      "23.303\n",
      "Vicriviroc maleate\n",
      "95.932\n",
      "92.061\n",
      "83.566\n",
      "10.915999999999999\n",
      "86.368\n",
      "91.314\n",
      "Vidarabine\n",
      "90.744\n",
      "103.087\n",
      "101.646\n",
      "101.758\n",
      "88.199\n",
      "96.56700000000001\n",
      "Vidofludimus\n",
      "64.501\n",
      "84.661\n",
      "50.708999999999996\n",
      "104.853\n",
      "61.233000000000004\n",
      "57.714\n",
      "Vinblastine\n",
      "86.465\n",
      "92.963\n",
      "64.684\n",
      "80.39699999999999\n",
      "73.234\n",
      "69.00399999999999\n",
      "Vincristine sulfate\n",
      "29.496\n",
      "41.09\n",
      "30.984\n",
      "46.228\n",
      "25.612\n",
      "28.768\n",
      "Vindesine sulfate salt\n",
      "25.533\n",
      "46.074\n",
      "32.242\n",
      "45.748999999999995\n",
      "24.695\n",
      "28.183000000000003\n",
      "Vinflunine\n",
      "24.875999999999998\n",
      "37.922\n",
      "15.169\n",
      "45.507\n",
      "24.391\n",
      "24.916999999999998\n",
      "Vinorelbine tartrate\n",
      "32.26\n",
      "37.71\n",
      "16.579\n",
      "54.153\n",
      "20.985\n",
      "36.086999999999996\n",
      "Vinpocetine\n",
      "92.069\n",
      "91.963\n",
      "29.226\n",
      "34.454\n",
      "96.649\n",
      "85.75200000000001\n",
      "Viracept\n",
      "22.348000000000003\n",
      "23.778000000000002\n",
      "7.566\n",
      "99.561\n",
      "73.554\n",
      "77.333\n",
      "Vismodegib\n",
      "108.345\n",
      "100.839\n",
      "90.49600000000001\n",
      "55.04\n",
      "113.307\n",
      "115.70100000000001\n",
      "Vitamin B12\n",
      "93.336\n",
      "91.12799999999999\n",
      "84.507\n",
      "86.391\n",
      "86.34200000000001\n",
      "81.749\n",
      "Volasertib\n",
      "18.171\n",
      "47.983000000000004\n",
      "3.9339999999999997\n",
      "6.149\n",
      "30.116999999999997\n",
      "16.683\n",
      "Vorapaxar\n",
      "61.81100000000001\n",
      "79.986\n",
      "23.941\n",
      "88.396\n",
      "79.471\n",
      "92.189\n",
      "Voriconazole\n",
      "98.367\n",
      "93.56700000000001\n",
      "93.382\n",
      "80.88600000000001\n",
      "88.145\n",
      "82.46700000000001\n",
      "Vosaroxin\n",
      "67.153\n",
      "83.944\n",
      "32.885999999999996\n",
      "68.4\n",
      "47.038999999999994\n",
      "28.776\n",
      "WAY-100635\n",
      "101.741\n",
      "81.795\n",
      "93.738\n",
      "111.14299999999999\n",
      "78.811\n",
      "98.05\n",
      "WAY-204688\n",
      "50.972\n",
      "64.502\n",
      "52.801\n",
      "76.381\n",
      "62.177\n",
      "58.04600000000001\n",
      "WAY-600\n",
      "40.736\n",
      "50.535\n",
      "14.056\n",
      "32.848\n",
      "35.729\n",
      "42.347\n",
      "WHI-P97\n",
      "73.093\n",
      "69.83\n",
      "26.25\n",
      "42.826\n",
      "68.957\n",
      "60.095\n",
      "WIN-55212-2\n",
      "7.153\n",
      "12.41\n",
      "9.965\n",
      "62.299\n",
      "42.907\n",
      "44.396\n",
      "WP-1066\n",
      "65.507\n",
      "85.90700000000001\n",
      "105.96799999999999\n",
      "55.229\n",
      "20.062\n",
      "16.93\n",
      "WS3\n",
      "11.495\n",
      "32.598\n",
      "1.82\n",
      "44.992\n",
      "54.245\n",
      "40.898\n",
      "WYE-125132\n",
      "22.283\n",
      "40.311\n",
      "11.769\n",
      "40.1\n",
      "30.713\n",
      "24.31\n",
      "WYE-354\n",
      "33.998000000000005\n",
      "42.93899999999999\n",
      "32.68\n",
      "11.425\n",
      "41.687\n",
      "35.808\n",
      "WYE-687\n",
      "46.138000000000005\n",
      "23.721999999999998\n",
      "2.645\n",
      "43.989\n",
      "32.391\n",
      "34.856\n",
      "WZ-3146\n",
      "4.387\n",
      "9.551\n",
      "1.98\n",
      "37.134\n",
      "30.971\n",
      "14.847000000000001\n",
      "WZ-4002\n",
      "19.192999999999998\n",
      "34.823\n",
      "21.084\n",
      "31.199\n",
      "41.333\n",
      "50.479\n",
      "WZ-8040\n",
      "4.3469999999999995\n",
      "38.419000000000004\n",
      "1.714\n",
      "37.06\n",
      "49.578\n",
      "37.177\n",
      "Warfarin sodium\n",
      "98.712\n",
      "100.152\n",
      "106.477\n",
      "112.884\n",
      "101.568\n",
      "95.295\n",
      "Withaferin A\n",
      "3.2710000000000004\n",
      "4.382\n",
      "1.511\n",
      "4.885\n",
      "5.496\n",
      "14.452\n",
      "Wnt-C59\n",
      "65.4\n",
      "59.777\n",
      "24.131\n",
      "72.616\n",
      "95.48\n",
      "95.53\n",
      "Wyeth Cot inhibitor-2\n",
      "59.278\n",
      "73.305\n",
      "11.077\n",
      "107.118\n",
      "74.807\n",
      "82.10600000000001\n",
      "XL-147\n",
      "63.086000000000006\n",
      "76.02\n",
      "37.924\n",
      "48.218999999999994\n",
      "47.802\n",
      "38.906\n",
      "XL-647\n",
      "44.501999999999995\n",
      "61.931000000000004\n",
      "12.329\n",
      "6.571000000000001\n",
      "39.741\n",
      "32.061\n",
      "XL-765\n",
      "80.22800000000001\n",
      "84.447\n",
      "59.43899999999999\n",
      "35.804\n",
      "76.49\n",
      "63.388999999999996\n",
      "XMD8-92\n",
      "30.287\n",
      "75.824\n",
      "36.672\n",
      "71.726\n",
      "53.756\n",
      "54.824\n",
      "XRP-44X\n",
      "52.048\n",
      "71.696\n",
      "12.12\n",
      "53.873999999999995\n",
      "44.027\n",
      "49.626999999999995\n",
      "Ximelagatran\n",
      "103.04899999999999\n",
      "104.109\n",
      "94.85700000000001\n",
      "118.633\n",
      "106.584\n",
      "115.91\n",
      "Xylometazoline hydrochloride\n",
      "104.874\n",
      "100.744\n",
      "100.387\n",
      "35.384\n",
      "97.291\n",
      "82.72399999999999\n",
      "Y-27632\n",
      "69.477\n",
      "79.61\n",
      "74.827\n",
      "26.160999999999998\n",
      "77.238\n",
      "84.229\n",
      "Y-39983\n",
      "70.668\n",
      "67.839\n",
      "68.191\n",
      "68.467\n",
      "62.733999999999995\n",
      "75.01100000000001\n",
      "YK-4-279\n",
      "58.581\n",
      "66.137\n",
      "27.704\n",
      "15.915\n",
      "36.871\n",
      "32.78\n",
      "YK-72\n",
      "103.538\n",
      "99.655\n",
      "87.75399999999999\n",
      "108.95100000000001\n",
      "108.79\n",
      "94.16\n",
      "YM-201636\n",
      "95.436\n",
      "86.103\n",
      "44.708\n",
      "85.971\n",
      "86.64299999999999\n",
      "75.988\n",
      "YO-01027\n",
      "93.445\n",
      "92.70200000000001\n",
      "103.855\n",
      "102.74700000000001\n",
      "103.83200000000001\n",
      "105.046\n",
      "YW3-56\n",
      "91.329\n",
      "93.741\n",
      "86.50399999999999\n",
      "123.12700000000001\n",
      "4.99\n",
      "51.38\n",
      "Yohimbine\n",
      "100.17\n",
      "109.211\n",
      "101.09200000000001\n",
      "114.69200000000001\n",
      "109.13799999999999\n",
      "101.54700000000001\n",
      "ZM-336372\n",
      "41.013000000000005\n",
      "84.906\n",
      "35.913000000000004\n",
      "12.245999999999999\n",
      "19.792\n",
      "55.406000000000006\n",
      "ZM-447439\n",
      "71.35300000000001\n",
      "84.443\n",
      "67.234\n",
      "79.771\n",
      "72.98\n",
      "79.021\n",
      "ZSTK-474\n",
      "58.784\n",
      "57.156000000000006\n",
      "25.475\n",
      "79.693\n",
      "84.83200000000001\n",
      "61.882\n",
      "Zafirlukast\n",
      "10.284\n",
      "57.618\n",
      "3.864\n",
      "35.867\n",
      "83.656\n",
      "61.878\n",
      "Zalcitabine\n",
      "91.05\n",
      "99.39299999999999\n",
      "103.726\n",
      "38.015\n",
      "95.72200000000001\n",
      "69.268\n",
      "Zaldaride maleate\n",
      "86.575\n",
      "89.14399999999999\n",
      "83.698\n",
      "53.278999999999996\n",
      "79.093\n",
      "86.118\n",
      "Zaltoprofen\n",
      "99.90799999999999\n",
      "101.59\n",
      "96.723\n",
      "32.46\n",
      "86.21700000000001\n",
      "87.58200000000001\n",
      "Zanamivir\n",
      "100.745\n",
      "107.56299999999999\n",
      "103.81299999999999\n",
      "93.594\n",
      "101.01\n",
      "94.19200000000001\n",
      "Zibotentan\n",
      "106.516\n",
      "101.704\n",
      "95.235\n",
      "82.6\n",
      "80.417\n",
      "81.093\n",
      "Zidovudine\n",
      "96.03399999999999\n",
      "102.758\n",
      "113.978\n",
      "88.211\n",
      "103.39299999999999\n",
      "67.363\n",
      "Zileuton\n",
      "108.383\n",
      "101.866\n",
      "93.63799999999999\n",
      "95.973\n",
      "97.25299999999999\n",
      "92.516\n",
      "Zilpaterol\n",
      "96.814\n",
      "98.09299999999999\n",
      "97.689\n",
      "31.299\n",
      "8.583\n",
      "5.449\n",
      "Ziprasidone hydrochloride\n",
      "92.654\n",
      "95.641\n",
      "97.15100000000001\n",
      "87.785\n",
      "89.946\n",
      "67.763\n",
      "Zoledronic acid monohydrate\n",
      "105.47399999999999\n",
      "105.60700000000001\n",
      "109.215\n",
      "100.124\n",
      "98.46\n",
      "92.45\n",
      "Zolmitriptan\n",
      "98.781\n",
      "99.555\n",
      "101.0\n",
      "95.637\n",
      "94.696\n",
      "80.855\n",
      "anagrelide\n",
      "101.40899999999999\n",
      "67.009\n",
      "76.439\n",
      "105.181\n",
      "91.585\n",
      "95.20100000000001\n",
      "beta-Carotene\n",
      "88.936\n",
      "103.844\n",
      "98.361\n",
      "112.495\n",
      "100.76700000000001\n",
      "88.66\n",
      "beta-Estradiol\n",
      "60.1\n",
      "66.391\n",
      "47.788999999999994\n",
      "36.551\n",
      "29.798000000000002\n",
      "17.921\n",
      "beta-Lapachone\n",
      "28.662\n",
      "82.47200000000001\n",
      "66.449\n",
      "109.376\n",
      "73.404\n",
      "75.01\n",
      "beta-Sitosterol\n",
      "105.61\n",
      "94.773\n",
      "89.01100000000001\n",
      "95.50200000000001\n",
      "99.75200000000001\n",
      "83.41799999999999\n",
      "c-FMS inhibitor\n",
      "103.87700000000001\n",
      "92.32600000000001\n",
      "92.374\n",
      "122.244\n",
      "105.598\n",
      "112.67\n",
      "cPEPCK inhibitor\n",
      "94.54\n",
      "92.098\n",
      "83.821\n",
      "107.056\n",
      "85.11\n",
      "70.842\n",
      "cycloheximide\n",
      "20.756999999999998\n",
      "32.874\n",
      "13.155999999999999\n",
      "45.321000000000005\n",
      "31.006999999999998\n",
      "38.145\n",
      "l-Taurine\n",
      "106.506\n",
      "105.765\n",
      "103.459\n",
      "94.45200000000001\n",
      "110.56700000000001\n",
      "112.007\n",
      "methyl jasmonate\n",
      "98.34700000000001\n",
      "102.49\n",
      "83.12299999999999\n",
      "101.07600000000001\n",
      "107.955\n",
      "107.35\n",
      "nan\n",
      "None\n",
      "None\n",
      "None\n",
      "None\n",
      "None\n",
      "None\n",
      "nor-Binaltorphimine\n",
      "104.88\n",
      "109.241\n",
      "111.146\n",
      "101.29899999999999\n",
      "96.001\n",
      "95.92399999999999\n",
      "purmorphamine\n",
      "95.28399999999999\n",
      "105.921\n",
      "95.62299999999999\n",
      "79.961\n",
      "94.066\n",
      "89.141\n",
      "rac Nebivolol hydrochloride\n",
      "6.917000000000001\n",
      "63.743\n",
      "20.44\n",
      "71.719\n",
      "74.518\n",
      "63.974\n"
     ]
    }
   ],
   "source": [
    "# get array of Max Resp and AUC for each drug for each of 6 cell lines\n",
    "drug_array_max_resp = np.zeros((num_drugs, num_lines))\n",
    "\n",
    "# loop through all unique drugs\n",
    "for drug in range(0, num_drugs):\n",
    "    drug_name = str(unique_drugs[drug])\n",
    "    curr_drug = df.loc[df['Sample Name'] == drug_name]\n",
    "    # loop through each of the cell lines\n",
    "    for line in range(0, num_lines):\n",
    "        val = list(curr_drug.loc[curr_drug['Cell line'] == unique_lines[line], 'Max Resp'])\n",
    "        if (val != []): \n",
    "            val = val[0]\n",
    "        else:\n",
    "            val = None           \n",
    "        drug_array_max_resp[drug][line] = val #populate with the max resp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "# get array of Max Resp and AUC for each drug for each of 6 cell lines\n",
    "drug_array_auc = np.zeros((num_drugs, num_lines))\n",
    "\n",
    "# loop through all unique drugs\n",
    "for drug in range(0, num_drugs):\n",
    "    drug_name = str(unique_drugs[drug])\n",
    "    curr_drug = df.loc[df['Sample Name'] == drug_name]\n",
    "    # loop through each of the cell lines\n",
    "    for line in range(0, num_lines):\n",
    "        val = list(curr_drug.loc[curr_drug['Cell line'] == unique_lines[line], 'AUC'])\n",
    "        if (val != []): \n",
    "            val = val[0]\n",
    "        else:\n",
    "            val = None           \n",
    "        drug_array_auc[drug][line] = val #populate with the max resp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "# make pandas dataframes of these drugs + relevant values\n",
    "max_resp = pd.DataFrame(drug_array_max_resp)\n",
    "auc = pd.DataFrame(drug_array_auc)\n",
    "drugs = pd.DataFrame(unique_drugs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save dataframes\n",
    "max_resp.to_csv('max_resp_9_15.csv')\n",
    "auc.to_csv('auc_9_15.csv')\n",
    "drugs.to_csv('drugs_9_15.csv')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Part 2: Get Pubchem data for each of the drugs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Compound(442614)\n",
      "442614\n",
      "hello\n",
      "\"6-Bromoindirubin-3'-acetoxime\"\n",
      "        atom_stereo_count  bond_stereo_count  charge  complexity  \\\n",
      "cid                                                                \n",
      "442614                  1                  0       0         734   \n",
      "\n",
      "        covalent_unit_count  exact_mass  h_bond_acceptor_count  \\\n",
      "cid                                                              \n",
      "442614                    1  344.089603                      7   \n",
      "\n",
      "        h_bond_donor_count  heavy_atom_count  isotope_atom_count  \\\n",
      "cid                                                                \n",
      "442614                   3                25                   0   \n",
      "\n",
      "        molecular_weight  monoisotopic_mass  rotatable_bond_count  tpsa  xlogp  \n",
      "cid                                                                             \n",
      "442614             344.3         344.089603                     2   121    2.1  \n",
      "CC1=C(C(=C2C(=C1O)[C@]3(C(=CC(=C(C3=O)C(=O)C)O)O2)C)C(=O)C)O\n",
      "C18H16O7\n",
      "344.3\n",
      "344.08960285\n",
      "344.08960285\n",
      "2.1\n",
      "121\n",
      "734\n",
      "0\n",
      "3\n",
      "7\n",
      "2\n",
      "25\n",
      "0\n",
      "1\n",
      "0\n",
      "1\n"
     ]
    }
   ],
   "source": [
    "# now get pubchem data- just make sure it works for one example drug\n",
    "# try printing and accessing different parts of the structural info\n",
    "for compound in pubchempy.get_compounds(str(unique_drugs[1]), 'name'):\n",
    "    print(compound)\n",
    "    cid = compound.cid\n",
    "    print(cid)\n",
    "    c = pubchempy.Compound.from_cid(cid)\n",
    "    print(unique_drugs[0])\n",
    "    \n",
    "    frame = pubchempy.compounds_to_frame(c, properties=['molecular_weight', 'exact_mass', 'monoisotopic_mass', 'xlogp', 'tpsa', 'complexity', 'charge',\n",
    "                                         'h_bond_donor_count','h_bond_acceptor_count','rotatable_bond_count','heavy_atom_count','isotope_atom_count',\n",
    "                                          'atom_stereo_count','bond_stereo_count','covalent_unit_count'])\n",
    "    print(frame)\n",
    "\n",
    "    print(c.isomeric_smiles)\n",
    "    print(c.molecular_formula)\n",
    "    print(c.molecular_weight)\n",
    "    print(c.exact_mass)\n",
    "    print(c.monoisotopic_mass)\n",
    "    print(c.xlogp)\n",
    "    print(c.tpsa)\n",
    "    print(c.complexity)\n",
    "    print(c.charge)\n",
    "    print(c.h_bond_donor_count)\n",
    "    print(c.h_bond_acceptor_count)\n",
    "    print(c.rotatable_bond_count)\n",
    "    print(c.heavy_atom_count)\n",
    "    print(c.isotope_atom_count)\n",
    "    print(c.atom_stereo_count)\n",
    "    print(c.bond_stereo_count)\n",
    "    print(c.covalent_unit_count)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# WARNING: TAKES VERY LONG TO RUN! Do not recommend if you don't have 1-2 hours to wait around!!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\"6-Bromoindirubin-3'-acetoxime\"\n",
      "\"6-Bromoindirubin-3'-acetoxime\"\n",
      "(+)-Usniacin\n",
      "(+-)-7-(3,5,6-trimethyl-1,4-benzoquinon-2-yl)-7-phenylheptanoic acid\n",
      "(-)-Blebbistatin\n",
      "(-)-Gossypol\n",
      "(-)-Indolactam V\n",
      "1-alpha-Hydroxyergocalciferol\n",
      "10-Deacetylbaccatin\n",
      "10-hydroxycamptothecin\n",
      "10058-F4\n",
      "10074-G5\n",
      "16,16-dimethyl PGE2\n",
      "17 alpha-propionate\n",
      "17-Methyltestosterone\n",
      "17_-hydroxy Wortmannin\n",
      "2',3'-Dideoxyinosine\n",
      "2-Deoxyglucose\n",
      "2-Ethylhexyl-2-cyano-3,3-diphenylacrylate\n",
      "2-Fluoroadenosine\n",
      "2-Iminobiotin\n",
      "2-Methoxyestradiol\n",
      "20-hydroxyecdysone\n",
      "3-Bromopyruvate\n",
      "3-Methyladenine\n",
      "3-indolebutyric acid\n",
      "339253\n",
      "4',7-Dihydroxyisoflavanone\n",
      "4-Demethylepipodophyllotoxin\n",
      "4-Hydroxyandrostenedione\n",
      "4-Quinazolinamine\n",
      "4-methylumbelliferone\n",
      "5,7-Dihydroxyflavone\n",
      "5-Azacitidine\n",
      "5-Hydroxytryptophan\n",
      "6-mercaptopurine\n",
      "7-Aminocephalosporanic acid\n",
      "7-Hydroxystaurosporine\n",
      "705498\n",
      "8-Cl-Ado\n",
      "842166X\n",
      "A 438079\n",
      "A 740003\n",
      "A 804598\n",
      "A 83-01\n",
      "A 839977\n",
      "A-443654\n",
      "A-66\n",
      "A-674563\n",
      "A-769662\n",
      "A-770041\n",
      "A-803467\n",
      "A-922500\n",
      "A-966492\n",
      "ABC-294640\n",
      "ABT-199\n",
      "ABT-702\n",
      "ABT-737\n",
      "AC-261066\n",
      "AC-265347\n",
      "AC-480\n",
      "ACC1 BMS\n",
      "ACY-1215\n",
      "ADL-5859\n",
      "ADW-742\n",
      "ADX-47273\n",
      "AEE-788\n",
      "AG-041R\n",
      "AG-1024\n",
      "AG-13958\n",
      "AG-14361\n",
      "AG-1478\n",
      "AGI-5198\n",
      "AGI-6780\n",
      "AHPN\n",
      "AIM-100\n",
      "AKT inhibitor VIII\n",
      "AM-630\n",
      "AMG-1\n",
      "AMG-208\n",
      "AMG-25\n",
      "AMG-458\n",
      "AMG-47a\n",
      "AMG-51\n",
      "AMG-900\n",
      "AMG-Tie2-1\n",
      "AN2728\n",
      "AP-761\n",
      "AP-768\n",
      "APR-246\n",
      "AR-00341677\n",
      "AR-42\n",
      "AR-C155858\n",
      "AR7\n",
      "ARN-509\n",
      "ARRY-162\n",
      "ARRY-380\n",
      "ARRY-520\n",
      "AS-1949490\n",
      "AS-252424\n",
      "AS-602801\n",
      "AS-604850\n",
      "AS-605240\n",
      "ASP-3026\n",
      "ASR-isobudimer-SO2Ph-4-CH2OC(O)NMe2\n",
      "AST-1306\n",
      "AT-13387AU\n",
      "AT-406\n",
      "AT-7867\n",
      "AT-9283\n",
      "AT7519\n",
      "AV-412\n",
      "AVN-944\n",
      "AZ 10606120\n",
      "AZ 11645373\n",
      "AZ-23\n",
      "AZ-3146\n",
      "AZ-628\n",
      "AZ-960\n",
      "AZ-TAK1 Inhibitor\n",
      "AZD-1152-HQPA\n",
      "AZD-1480\n",
      "AZD-2014\n",
      "AZD-26\n",
      "AZD-4547\n",
      "AZD-5363\n",
      "AZD-5438\n",
      "AZD-6482\n",
      "AZD-7545\n",
      "AZD-7762\n",
      "AZD-8055\n",
      "AZD-8330\n",
      "Abexinostat\n",
      "Abiraterone\n",
      "Ac-SAH-p53-8\n",
      "Acadesine\n",
      "Acarbose\n",
      "Acemetacin\n",
      "Acetaminophen\n",
      "Acetylcysteine\n",
      "Aciclovir\n",
      "Acipimox\n",
      "Acitazanolast\n",
      "Acitretin\n",
      "Aclarubicin\n",
      "Actinomycin D\n",
      "Adapalene\n",
      "Adefovir dipivoxil\n",
      "Adenosine\n",
      "Afatinib\n",
      "Agomelatine\n",
      "Ak-7\n",
      "Akt-I-1\n",
      "Akt-I-1,2\n",
      "Alacepril\n",
      "Albendazole Oxide\n",
      "Albuterol\n",
      "Alendronate\n",
      "Alfuzosin hydrochloride\n",
      "Alibendol\n",
      "Alisertib\n",
      "Aliskiren hemifumarate\n",
      "Allopurinol\n",
      "Almotriptan\n",
      "Aloe-emodin\n",
      "Aloin\n",
      "Aloin\n",
      "Aloperine\n",
      "Aloperine\n",
      "Aloxistatin\n",
      "Alprostadil\n",
      "Altretamine\n",
      "Alvespimycin hydrochloride\n",
      "Amantadine hydrochloride\n",
      "Amastatin\n",
      "Ambrisentan\n",
      "Amiloride\n",
      "Aminocaproic acid\n",
      "Aminoglutethimide\n",
      "Aminopterin\n",
      "Amiodarone hydrochloride\n",
      "Amisulpride\n",
      "Amlexanox\n",
      "Amonafide\n",
      "Amorolfine hydrochloride\n",
      "Amoxapine\n",
      "Amoxicillin sodium\n",
      "Amphotericin B\n",
      "Amprenavir\n",
      "Amuvatinib\n",
      "Amygdalin\n",
      "Anacetrapib\n",
      "Anastrozole\n",
      "Andarine\n",
      "Andrographolide\n",
      "Aniracetam\n",
      "Ansamitocin P3\n",
      "Antimycin A\n",
      "Apatinib\n",
      "Apigenin\n",
      "Apilimod\n",
      "Apixaban\n",
      "Apratastat\n",
      "Aprepitant\n",
      "Arbidol\n",
      "Arbutin\n",
      "Arecoline\n",
      "Argatroban\n",
      "Aripiprazole\n",
      "Artemether\n",
      "Artemisinin\n",
      "Artenimol\n",
      "Artesunate\n",
      "Asaraldehyde\n",
      "Asenapine\n",
      "Asiatic acid\n",
      "Aspartame\n",
      "Aspirin\n",
      "Astragaloside A\n",
      "Atazanavir sulfate\n",
      "Atorvastatin calcium\n",
      "Atropine\n",
      "Auranofin\n",
      "Aurora A Inhibitor I\n",
      "Avagacestat\n",
      "Avasimibe\n",
      "Avobenzone\n",
      "Axitinib\n",
      "Azalomycin-B\n",
      "Azasetron\n",
      "Azathioprine\n",
      "Azelastine hydrochloride\n",
      "Azithromycin\n",
      "Azomycin\n",
      "Aztreonam\n",
      "BAF-312\n",
      "BAG-956\n",
      "BAM7\n",
      "BAY-41-8543\n",
      "BAY-60-7550\n",
      "BAY-80-6946\n",
      "BAY61-3606\n",
      "BD-1047\n",
      "BEZ-235\n",
      "BGJ-398\n",
      "BI-2536\n",
      "BI-78D3\n",
      "BI-D1870\n",
      "BIBR 1048\n",
      "BIBR 1532\n",
      "BIO\n",
      "BIX 02188\n",
      "BIX 02189\n",
      "BIX-01294\n",
      "BKM-120\n",
      "BMS-2\n",
      "BMS-265246\n",
      "BMS-299897\n",
      "BMS-3\n",
      "BMS-345541\n",
      "BMS-378806\n",
      "BMS-5\n",
      "BMS-509744\n",
      "BMS-536924\n",
      "BMS-707035\n",
      "BMS-754807\n",
      "BMS-777607\n",
      "BMS-794833\n",
      "BMS-911543\n",
      "BP-1-102\n",
      "BRL-15572\n",
      "BS-181\n",
      "BS-194\n",
      "BTM-2C-dimer allyl oxime\n",
      "BTM-2C-dimer ketone\n",
      "BTZ-10526043\n",
      "BX-795\n",
      "BX-912\n",
      "BYL-719\n",
      "Bacitracin Zinc\n",
      "Bafetinib\n",
      "Bafilomycin A1\n",
      "Baicalein\n",
      "Baicalin\n",
      "Balofloxacin\n",
      "Balsalazide\n",
      "Banoxantrone\n",
      "Bardoxolone methyl\n",
      "Baricitinib\n",
      "Batimastat\n",
      "Bayer-18\n",
      "Bazedoxifene\n",
      "Belinostat\n",
      "Benazepril\n",
      "Bendamustine\n",
      "Benserazide\n",
      "Benzamil\n",
      "Berberine\n",
      "Bergenin\n",
      "Betaine hydrochloride\n",
      "Betamethasone\n",
      "Betamethasone dipropionate\n",
      "Betanin\n",
      "Betaxolol\n",
      "Bethanechol chloride\n",
      "Betulinic acid\n",
      "Bexarotene\n",
      "Biapenem\n",
      "Bicalutamide\n",
      "Bilobalide\n",
      "Bimatoprost\n",
      "Bindarit\n",
      "Biochanin A\n",
      "Bioymifi\n",
      "Biperiden\n",
      "Birinapant\n",
      "Bisoprolol\n",
      "Bleomycin sulfate\n",
      "Bortezomib\n",
      "Bosutinib\n",
      "Brivanib\n",
      "Brivudine\n",
      "Bromhexine hydrochloride\n",
      "Budesonide\n",
      "Bufexamac\n",
      "Buflomedil hydrochloride\n",
      "Bumetanide\n",
      "Bupropion hydrochloride\n",
      "Busulfan\n",
      "Buthionine sulphoximine\n",
      "Butoconazole nitrate\n",
      "Butylscopolamine bromide\n",
      "C-188-9\n",
      "C-75\n",
      "C.I. 1040\n",
      "CA-074 Me\n",
      "CAA0225\n",
      "CAL-101\n",
      "CAP-232\n",
      "CASIN\n",
      "CAY10505\n",
      "CAY10581\n",
      "CAY10626\n",
      "CC-401\n",
      "CCT-018159\n",
      "CCT-128930\n",
      "CCT-129202\n",
      "CCT-137690\n",
      "CCT-241533\n",
      "CDIBA\n",
      "CDK9 inhibitor\n",
      "CEP-33779\n",
      "CGI-1746\n",
      "CGP-60474\n",
      "CGS-21680\n",
      "CH-5132799\n",
      "CH-5424802\n",
      "CHIR-124\n",
      "CHIR-265\n",
      "CHS-828\n",
      "CITCO\n",
      "CK59\n",
      "CL 82198\n",
      "CNF-2024\n",
      "CP-466722\n",
      "CP-673451\n",
      "CP-724714\n",
      "CP-91149\n",
      "CPG-52364\n",
      "CPI-613\n",
      "CT-98014\n",
      "CT-99021\n",
      "CUDC-101\n",
      "CUDC-907\n",
      "CVT-6883\n",
      "CX-5461\n",
      "CX-6258\n",
      "CYC-116\n",
      "CYT387\n",
      "Cabazitaxel\n",
      "Cabozantinib\n",
      "Caffeic acid\n",
      "Caffeine, citrated\n",
      "Calcitriol\n",
      "Calcium folinate\n",
      "Calhex-231\n",
      "Calindol\n",
      "Calmidazolium chloride\n",
      "Calpeptin\n",
      "Camostat mesylate\n",
      "Camptothecin\n",
      "Canagliflozin\n",
      "Canertinib\n",
      "Cantharidin\n",
      "Capecitabine\n",
      "Capsaicin\n",
      "Carbazochrome sodium sulfonate\n",
      "Carbidopa\n",
      "Carboplatin\n",
      "Carboxyamidotriazole\n",
      "Cardiogenol\n",
      "Carfilzomib\n",
      "Carisoprodol\n",
      "Carmofur\n",
      "Carmustine\n",
      "Caroverine hydrochloride\n",
      "Carvedilol\n",
      "Cdk4/6 Inhibitor IV\n",
      "Cediranib\n",
      "Cefaclor\n",
      "Cefdinir\n",
      "Cefditoren pivoxil\n",
      "Cefoperazone sodium\n",
      "Cefoselis sulfate\n",
      "Cefprozil monohydrate\n",
      "Ceftiofur hydrochloride\n",
      "Celecoxib\n",
      "Cephalexin\n",
      "Cephalomannine\n",
      "Cephradine\n",
      "Cerulenin\n",
      "Cetirizine hydrochloride\n",
      "Chelerythrine chloride\n",
      "Chenodeoxycholic acid\n",
      "Chlorambucil\n",
      "Chloramphenicol\n",
      "Chloramphenicol palmitate\n",
      "Chlorhexidine\n",
      "Chlormethine\n",
      "Chlormezanone\n",
      "Chloropyramine hydrochloride\n",
      "Chloroquine\n",
      "Chlorothiazide\n",
      "Chloroxine\n",
      "Chlorphenamine maleate\n",
      "Chrysophanol\n",
      "Ciclopirox\n",
      "Cidofovir\n",
      "Cilliobrevin D\n",
      "Cilomilast\n",
      "Cilostazol\n",
      "Cinacalcet hydrochloride\n",
      "Cinchonidine\n",
      "Cinchonine dihydrochloride\n",
      "Ciprofibrate\n",
      "Ciprofloxacin\n",
      "Cisatracurium besylate\n",
      "Cisplatin\n",
      "Citalopram hydrobromide\n",
      "Cladribine\n",
      "Clarithromycin\n",
      "Clemastine fumarate\n",
      "Clevudine\n",
      "Clindamycin hydrochloride\n",
      "Clindamycin palmitate hydrochloride\n",
      "Clinofibrate\n",
      "Clobetasol propionate\n",
      "Clofarabine\n",
      "Clofibrate\n",
      "Clomifene citrate\n",
      "Clomipramine\n",
      "Clonidine\n",
      "Clopidogrel bisulfate\n",
      "Clorsulon\n",
      "Clotrimazole\n",
      "Clozapine\n",
      "Cobimetinib\n",
      "Colchicine\n",
      "Combretastatin A-4\n",
      "Compound 7\n",
      "Conivaptan hydrochloride\n",
      "Cordycepin\n",
      "Cortisone acetate\n",
      "Cortivazol\n",
      "Costunolide\n",
      "Crenolanib\n",
      "Crizotinib\n",
      "Crotamiton\n",
      "Cryptotanshinone\n",
      "Cucurbitacin I\n",
      "Curcumin\n",
      "Curcumol\n",
      "Cutamesine hydrochloride\n",
      "Cyanein\n",
      "Cyclobenzaprine hydrochloride\n",
      "Cyclocytidine HCl\n",
      "Cyclopamine\n",
      "Cyclophosphamide\n",
      "Cyclosporine A\n",
      "Cyclovirobuxin D\n",
      "Cyprodime\n",
      "Cyproheptadine hydrochloride\n",
      "Cyproterone acetate\n",
      "Cytarabine\n",
      "Cytidine\n",
      "Cytisine\n",
      "D-106669\n",
      "D-159687\n",
      "D-4476\n",
      "D-Cycloserine\n",
      "D-NMAPPD\n",
      "DA-3003-1\n",
      "DCC-2036\n",
      "DE-096\n",
      "Dabigatran\n",
      "Dabrafenib\n",
      "Dacarbazine\n",
      "Dacinostat\n",
      "Daclatasvir dihydrochloride\n",
      "Dacomitinib\n",
      "Daidzin\n",
      "Dalcetrapib\n",
      "Daminozide\n",
      "Danoprevir\n",
      "Danusertib\n",
      "Dapagliflozin\n",
      "Daphnetin\n",
      "Daporinad\n",
      "Dapoxetine hydrochloride\n",
      "Daptomycin\n",
      "Darunavir\n",
      "Dasatinib\n",
      "Daunorubicin\n",
      "Deacetyl cortivazol\n",
      "Decitabine\n",
      "Deferasirox\n",
      "Deflazacort\n",
      "Degrasyn\n",
      "Deguelin\n",
      "Dehydroepiandrosterone\n",
      "Delanzomib\n",
      "Demecolcine\n",
      "Desonide\n",
      "Dexamethasone valerate\n",
      "Dexrazoxane hydrochloride\n",
      "Dextromethorphan hydrobromide\n",
      "Diclazuril\n",
      "Diclofenac sodium\n",
      "Diclofenamide\n",
      "Diclofensine\n",
      "Dienestrol\n",
      "Dienogest\n",
      "Diethylstilbestrol\n",
      "Digoxin\n",
      "Dihydromyricetin\n",
      "Diindolylmethane\n",
      "Diltiazem hydrochloride\n",
      "Dimethyl fumarate\n",
      "Dinaciclib\n",
      "Dinoprostone\n",
      "Dioscin\n",
      "Diosgenin\n",
      "Diosmin\n",
      "Diphenhydramine hydrochloride\n",
      "Dipyridamole\n",
      "Disufenton sodium\n",
      "Disulfiram\n",
      "Dobutamine\n",
      "Docetaxel\n",
      "Docosanol\n",
      "Dofetilide\n",
      "Dolutegravir\n",
      "Domperidone\n",
      "Dopamine HCl\n",
      "Doramapimod\n",
      "Doripenem\n",
      "Dorsomorphin\n",
      "Dorzolamide hydrochloride\n",
      "Double JS-K\n",
      "Dovitinib\n",
      "Doxazosin mesylate\n",
      "Doxifluridine\n",
      "Doxorubicin\n",
      "Doxycycline\n",
      "Dronedarone\n",
      "Drospirenone\n",
      "Droxinostat\n",
      "Duloxetine hydrochloride\n",
      "Dutasteride\n",
      "Dyphylline\n",
      "E-7010\n",
      "E5555\n",
      "EBPC\n",
      "EMD-1214063\n",
      "ENMD-981693\n",
      "EO-1428\n",
      "EX-527\n",
      "Ecdysone\n",
      "Echinomycin\n",
      "Econazole nitrate\n",
      "Edaravone\n",
      "Eeyarestatin I\n",
      "Efavirenz\n",
      "Eflornithine Hydrochloride\n",
      "Elacridar\n",
      "Elactocin\n",
      "Eliprodil\n",
      "Ellagic acid\n",
      "Eltrombopag\n",
      "Elvitegravir\n",
      "Embelin\n",
      "Emetine\n",
      "Emodin\n",
      "Emricasan\n",
      "Emtricitabine\n",
      "Enalapril maleate\n",
      "Endoxifen\n",
      "Englerin A\n",
      "Enoxacin\n",
      "Enoxolone\n",
      "Entecavir\n",
      "Entinostat\n",
      "Enzastaurin\n",
      "Epalrestat\n",
      "Epinephrine\n",
      "Epirubicin hydrochloride\n",
      "Eplerenone\n",
      "Epothilone A\n",
      "Epothilone B\n",
      "Eprosartan mesylate\n",
      "Erdosteine\n",
      "Ergosterol\n",
      "Erlotinib hydrochloride\n",
      "Erteberel\n",
      "Erythromycin\n",
      "Esomeprazole magnesium\n",
      "Estetrol\n",
      "Estramustine phosphate sodium\n",
      "Estriol\n",
      "Estrone\n",
      "Eszopiclone\n",
      "Ethinylestradiol\n",
      "Ethionamide\n",
      "Ethisterone\n",
      "Ethosuximide\n",
      "Etodolac\n",
      "Etomidate\n",
      "Etoposide\n",
      "Everolimus\n",
      "Evodiamine\n",
      "Exemestane\n",
      "Ezatiostat\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Ezetimibe\n",
      "FASN BI\n",
      "FASN MRK\n",
      "FG-4592\n",
      "FK-506\n",
      "FMK\n",
      "FR-180204\n",
      "Famciclovir\n",
      "Famotidine\n",
      "Fascaplysin\n",
      "Fasudil hydrochloride\n",
      "Febuxostat\n",
      "Felbamate\n",
      "Fenbendazole\n",
      "Fenobam\n",
      "Fenofibrate\n",
      "Fenoldopam\n",
      "Fenretinide\n",
      "Fenticonazole nitrate\n",
      "Fesoterodine fumarate\n",
      "Finasteride\n",
      "Fingolimod hydrochloride\n",
      "Fisetin\n",
      "Flavopiridol\n",
      "Flecainide\n",
      "Fleroxacin\n",
      "Floxuridine\n",
      "Flubendazole\n",
      "Fluconazole\n",
      "Flucytosine\n",
      "Fludarabine phosphate\n",
      "Flumazenil\n",
      "Flunarizine\n",
      "Flunisolide\n",
      "Fluocinolone acetonide\n",
      "Fluocinonide\n",
      "Fluorouracil\n",
      "Fluphenazine hydrochloride\n",
      "Flupirtine maleate\n",
      "Flurbiprofen\n",
      "Flutamide\n",
      "Fluticasone propionate\n",
      "Fluvastatin\n",
      "Fluvoxamine\n",
      "Fomepizole\n",
      "Foretinib\n",
      "Formononetin\n",
      "Fostamatinib disodium\n",
      "Fotemustine\n",
      "Fulvestrant\n",
      "Fumalic acid\n",
      "Furosemide\n",
      "G-Strophanthin\n",
      "G?-6976\n",
      "G?-6983\n",
      "GANT61\n",
      "GB 83\n",
      "GBR 12909 dihydrochloride\n",
      "GBR-12935\n",
      "GDC-0068\n",
      "GDC-0349\n",
      "GDC-0941\n",
      "GDC-0980\n",
      "GLS968\n",
      "GM-1489\n",
      "GM-6001\n",
      "GNE-477\n",
      "GNE-490\n",
      "GNE-493\n",
      "GNF 2\n",
      "GNF-5837\n",
      "GPLG-0634\n",
      "GR-159897\n",
      "GSI-9\n",
      "GSK-1016790A\n",
      "GSK-1070916A\n",
      "GSK-1292263A\n",
      "GSK-1904529A\n",
      "GSK-1995010\n",
      "GSK-2126458\n",
      "GSK-2334470\n",
      "GSK-25\n",
      "GSK-256066\n",
      "GSK-2636771\n",
      "GSK-269962A\n",
      "GSK-3787\n",
      "GSK-3965\n",
      "GSK-4112\n",
      "GSK-461364A\n",
      "GSK-615\n",
      "GSK-650394\n",
      "GSK-690693\n",
      "GSK-923295\n",
      "GSK-J1\n",
      "GSK126\n",
      "GSK1838705A\n",
      "GSK3 Inhibitor\n",
      "GSK429286A\n",
      "GSK525768\n",
      "GSK837149A\n",
      "GW 4869\n",
      "GW 843682X\n",
      "GW-0742\n",
      "GW-4064X\n",
      "GW-441756\n",
      "GW-501516\n",
      "GW-5074\n",
      "GW-6471\n",
      "GW-7647\n",
      "GW-788388\n",
      "GW-791343\n",
      "GW-9508\n",
      "GYKI-52466\n",
      "GYKI-53655\n",
      "Gabapentin\n",
      "Gabexate mesilate\n",
      "Galantamine hydrobromide\n",
      "Galeterone\n",
      "Gallamine triethiodide\n",
      "Ganciclovir\n",
      "Gandotinib\n",
      "Ganetespib\n",
      "Gatifloxacin\n",
      "Gavestinel sodium\n",
      "Gefitinib\n",
      "Geldanamycin\n",
      "Gemcitabine hydrochloride\n",
      "Gemfibrozil\n",
      "Genipin\n",
      "Geniposidic acid\n",
      "Genistein\n",
      "Genistin\n",
      "Gentamycin sulfate\n",
      "Gestodene\n",
      "Gimeracil\n",
      "Ginkgolide A\n",
      "Ginkgolide B\n",
      "Gliclazide\n",
      "Glimepiride\n",
      "Glipizide\n",
      "Glycyl-H-1152\n",
      "Glycyrrhizin\n",
      "Granisetron hydrochloride\n",
      "H-89\n",
      "HA-14-1\n",
      "HC-067047\n",
      "HLI-373989\n",
      "HMSL10015\n",
      "HMSL10016\n",
      "HMSL10019\n",
      "HMSL10038\n",
      "HMSL10058\n",
      "HMSL10076\n",
      "HMSL10077\n",
      "HMSL10083\n",
      "HMSL10084\n",
      "HMSL10087\n",
      "HMSL10088\n",
      "HMSL10089\n",
      "HPI-1\n",
      "Halofantrine\n",
      "Haloperidol\n",
      "Hematoxylin\n",
      "Hesperadin\n",
      "Hesperetin\n",
      "Hexestrol\n",
      "Hg-10-102-01\n",
      "Hh-Ag1.5\n",
      "Histamine dihydrochloride\n",
      "Honokiol\n",
      "Hordenine\n",
      "Huperizine A\n",
      "Hydralazine hydrochloride\n",
      "Hydrochlorothiazide\n",
      "Hydrocortisone\n",
      "Hydroxocobalamin\n",
      "Hydroxychloroquine sulfate\n",
      "Hydroxyflutamide\n",
      "Hydroxyurea\n",
      "Hyodeoxycholic acid (HDCA)\n",
      "Hypothemycin\n",
      "I-BET151\n",
      "I-BET762\n",
      "IC-87114\n",
      "ICG-001\n",
      "ICI-D7288\n",
      "ICRF-193\n",
      "ID-8\n",
      "IDE-2\n",
      "IDH-001\n",
      "IDH-C227\n",
      "IKK-2 Inhibitor VIII\n",
      "IKK-3 Inhibitor IX\n",
      "IKK16\n",
      "IMD-0354\n",
      "INCB-28060\n",
      "INK-128\n",
      "INO-1001\n",
      "IOX2\n",
      "IPA-3\n",
      "IPFK2\n",
      "IRAK-1-4 Inhibitor I\n",
      "ISOX\n",
      "ITD-1\n",
      "ITF2357 (Givinostat)\n",
      "ITK inhibitor\n",
      "ITX3\n",
      "IVX-214\n",
      "IWP-2\n",
      "Ibandronate sodium hydrate\n",
      "Ibuprofen lysine\n",
      "Ibutamoren mesilate\n",
      "Ibutilide fumarate\n",
      "Icariin\n",
      "Icaritin\n",
      "Idarubicin hydrochloride\n",
      "Idebenone\n",
      "Idoxuridine\n",
      "Idronoxil\n",
      "Ifomide\n",
      "Iloperidone\n",
      "Imatinib\n",
      "Imexon\n",
      "Imipenem\n",
      "Imiquimod\n",
      "Indapamide\n",
      "Indibulin\n",
      "Indinavir sulfate\n",
      "Indiplon\n",
      "Indirubin\n",
      "Indomethacin\n",
      "Indoximod\n",
      "Ingenol mebutate\n",
      "Iniparib\n",
      "Ipratropium bromide hydrate\n",
      "Ipriflavone\n",
      "Irestatin 9389\n",
      "Irinotecan\n",
      "Irsogladine maleate\n",
      "Isepamicin\n",
      "Isoconazole nitrate\n",
      "Isoliquiritigenin\n",
      "Isoniazid\n",
      "Isoproterenol\n",
      "Isotretinoin\n",
      "Ispinesib\n",
      "Isradipine\n",
      "Istradefylline\n",
      "Itraconazole\n",
      "Ivabradine hydrochloride\n",
      "Ivacaftor\n",
      "Ivachtin\n",
      "Ixazomib citrate\n",
      "J113397\n",
      "JK 184\n",
      "JNJ-16259685\n",
      "JNJ-28312141\n",
      "JNJ-38158471\n",
      "JNJ-38877605\n",
      "JNJ-7706621\n",
      "JNK Inhibitor V\n",
      "JQ1\n",
      "JS-59-4\n",
      "JS-65-103\n",
      "JTC-801\n",
      "JZL-184\n",
      "JZL-195\n",
      "KDS-4103\n",
      "KH-CB19\n",
      "KHS101\n",
      "KI-16425\n",
      "KI-20227\n",
      "KI-8751\n",
      "KL001\n",
      "KN-62\n",
      "KN-93\n",
      "KRN-633\n",
      "KRP 203\n",
      "KU 0060648\n",
      "KU-0063794\n",
      "KU-0064\n",
      "KU-60019\n",
      "KUC103669N-04\n",
      "KUC105555N-02\n",
      "KUC107550N\n",
      "KUC107871N-04\n",
      "KUC107887N-03\n",
      "KUC110948N-02\n",
      "KUC111774N-03\n",
      "KW-2449\n",
      "KW-2478\n",
      "KX-01\n",
      "KY02111\n",
      "Kaempferol\n",
      "Kanamycin\n",
      "Kartogenin\n",
      "Ketanserin\n",
      "Ketoconazole\n",
      "Ketoprofen\n",
      "Ketorolac\n",
      "Ketotifen\n",
      "Kinetin\n",
      "L-690330\n",
      "L-779450\n",
      "L-NAME\n",
      "L-Thyroxine\n",
      "L-tetramisol\n",
      "LDN-193189\n",
      "LFM-A13\n",
      "LG100268\n",
      "LGK974\n",
      "LLL-12\n",
      "LRRK2-IN-1\n",
      "LSD1-C76\n",
      "LY-2140023\n",
      "LY-2228820\n",
      "LY-2608204\n",
      "LY-2811376\n",
      "LY-2874455\n",
      "LY-2886721\n",
      "LY-294002\n",
      "LY-2940680??\n",
      "LY-320135\n",
      "LY-411575\n",
      "LY2109761\n",
      "LY2157299\n",
      "LY310762\n",
      "LY335979 trihydrochloride\n",
      "Lacosamide\n",
      "Lactulose\n",
      "Lafutidine\n",
      "Lamivudine\n",
      "Lamotrigine\n",
      "Lansoprazole\n",
      "Lapatinib\n",
      "Lappaconitine\n",
      "Laquinimod\n",
      "Laropiprant\n",
      "Latrepirdine hydrochloride\n",
      "Leflunomide\n",
      "Lenalidomide\n",
      "Lenvatinib\n",
      "Lestaurtinib???\n",
      "Letrozole\n",
      "Levetiracetam\n",
      "Levodopa\n",
      "Levofloxacin\n",
      "Levonorgestrel\n",
      "Levosimendan\n",
      "Levosulpiride\n",
      "Lexibulin hydrochloride\n",
      "Licofelone\n",
      "Lificiguat\n",
      "Limonin\n",
      "Linagliptin\n",
      "Lincomycin hydrochloride\n",
      "Linezolid\n",
      "Linifanib\n",
      "Linopirdine\n",
      "Linsitinib\n",
      "Liranaftate\n",
      "Lirimilast\n",
      "Lomefloxacin hydrochloride\n",
      "Lomibuvir\n",
      "Lomustine\n",
      "Lonafarnib\n",
      "Lonidamine\n",
      "Loperamide\n",
      "Lopinavir\n",
      "Loratadine\n",
      "Lornoxicam\n",
      "Loteprednol etabonate\n",
      "Lovastatin\n",
      "Lubiprostone\n",
      "Lumacaftor\n",
      "Lumefantrine\n",
      "Lupeol\n",
      "Luteolin\n",
      "M344\n",
      "MC-1568\n",
      "MCOPPB\n",
      "MDV-3100\n",
      "MG-115\n",
      "MG-132\n",
      "MG-149\n",
      "MGCD-265\n",
      "MI-2\n",
      "MK-0354\n",
      "MK-0752\n",
      "MK-1775\n",
      "MK-2048\n",
      "MK-2206\n",
      "MK-2461\n",
      "MK-3207\n",
      "MK-5108\n",
      "MK-767\n",
      "MK-8245\n",
      "MK-886\n",
      "ML 141\n",
      "MLN-120B\n",
      "MLN-2238??\n",
      "MLN-2480\n",
      "MLN-4924\n",
      "MLN-8054\n",
      "MP-10\n",
      "MPEP\n",
      "Macitentan\n",
      "Malotilate\n",
      "Manidipine dihydrochloride\n",
      "Mannitol\n",
      "Manoalide\n",
      "Maprotiline hydrochloride\n",
      "Maraviroc\n",
      "Marbofloxacin\n",
      "Marizomib\n",
      "Masitinib\n",
      "Masoprocol\n",
      "Matrine\n",
      "Mebendazole\n",
      "Mecarbinate\n",
      "Meclinertant\n",
      "Meclizine hydrochloride\n",
      "Medroxyprogesterone acetate\n",
      "Mefloquine\n",
      "Megestrol acetate\n",
      "Meglumine\n",
      "Melatonin\n",
      "Meloxicam\n",
      "Melphalan\n",
      "Memantine\n",
      "Menadione\n",
      "Meprednisone\n",
      "Merck 5\n",
      "Merck-22-6\n",
      "Meropenem\n",
      "Mesna disulfide\n",
      "Mestranol\n",
      "Metenkephalin\n",
      "Metformin HCl\n",
      "Methacycline hydrochloride\n",
      "Methocarbamol\n",
      "Methotrexate\n",
      "Methoxsalen\n",
      "Methyl Hesperidin\n",
      "Methyldopa\n",
      "Methylene blue\n",
      "Methylprednisolone\n",
      "Methylrosaniline chloride\n",
      "Metolazone\n",
      "Metronidazole\n",
      "Mianserin\n",
      "Miconazole nitrate\n",
      "Midostaurin\n",
      "Mifepristone\n",
      "Miglitol\n",
      "Milciclib\n",
      "Milrinone\n",
      "Minocycline\n",
      "Minoxidil\n",
      "Mirtazapine\n",
      "Mithramycin\n",
      "Mitiglinide calcium hydrate\n",
      "Mitomycin\n",
      "Mitotane\n",
      "Mitoxantrone\n",
      "Mizolastine\n",
      "Mizoribine\n",
      "Mocetinostat\n",
      "Mometasone furoate\n",
      "Monastrol\n",
      "Monatepil\n",
      "Monensin sodium salt\n",
      "Monobenzone\n",
      "Morin hydrate\n",
      "Moroxydine\n",
      "Mosapride citrate\n",
      "Motesanib\n",
      "Moxifloxacin hydrochloride monohydrate\n",
      "Moxonidine hydrochloride hydrate\n",
      "Mubritinib\n",
      "Mycophenolate mofetil\n",
      "Mycophenolic acid\n",
      "Myricetin\n",
      "NCGC00037850\n",
      "NCGC00161703\n",
      "NCGC00168459-01\n",
      "NCGC00183434-01\n",
      "NCGC00183808-01\n",
      "NCGC00185053\n",
      "NCGC00185090-04\n",
      "NCGC00185916\n",
      "NCGC00186528\n",
      "NCGC00188382-01\n",
      "NCGC00188866-01\n",
      "NCGC00189393-02\n",
      "NCGC00238624\n",
      "NCGC00241036-01\n",
      "NCGC00241410-01\n",
      "NCGC00241411-01\n",
      "NCGC00242487\n",
      "NCGC00244250-01\n",
      "NCGC00247866-02\n",
      "NCGC00249759-01\n",
      "NCGC00262331\n",
      "NCGC00262376\n",
      "NCGC00262398\n",
      "NCGC00262689\n",
      "NCGC00263015-01\n",
      "NCGC00263018-01\n",
      "NCGC00263020-01\n",
      "NCGC00344990-01\n",
      "NCGC00344999-01\n",
      "NCGC00346747-02\n",
      "NIBR-17\n",
      "NMP\n",
      "NPS-2143\n",
      "NPS-R568\n",
      "NSC 23766\n",
      "NSC-207895\n",
      "NSC-48006\n",
      "NSC-678515\n",
      "NSC-724771\n",
      "NSC-75503\n",
      "NSC-87877\n",
      "NSC319726\n",
      "NU-6027\n",
      "NU-6102\n",
      "NU-7441\n",
      "NVP-ABE171\n",
      "NVP-AEW541\n",
      "NVP-AUY922\n",
      "NVP-BGT226\n",
      "NVP-BHG712\n",
      "NVP-BSK805\n",
      "NVP-BVU-972\n",
      "NVP-LDE-225\n",
      "NVP-TAE226\n",
      "NVP-XAV-939\n",
      "NVP231\n",
      "Nafamostat mesilate\n",
      "Naftopidil\n",
      "Nalidixic acid\n",
      "Naltrexone hydrochloride\n",
      "Nanchangmycin\n",
      "Nandrolone phenpropionate\n",
      "Naproxen sodium\n",
      "Naratriptan hydrochloride\n",
      "Naringenin\n",
      "Natamycin\n",
      "Nateglinide\n",
      "Navitoclax\n",
      "Necrostatin-1\n",
      "Nedaplatin\n",
      "Nefiracetam\n",
      "Nelarabine\n",
      "Neohesperidin dihydrochalcone\n",
      "Neomycin sulfate\n",
      "Nepafenac\n",
      "Nepicastat hydrochloride\n",
      "Neratinib\n",
      "Nesbuvir\n",
      "Nevirapine\n",
      "Niacin\n",
      "Niacinamide\n",
      "Niclosamide\n",
      "Nicorandil\n",
      "Nifekalant\n",
      "Niflumic acid\n",
      "Niguldipine\n",
      "Nilotinib\n",
      "Nilutamide\n",
      "Nimesulide\n",
      "Niraparib\n",
      "Nitazoxanide\n",
      "Nitisinone\n",
      "Nitrofurazone\n",
      "Nocodazole\n",
      "Noradrenaline bitartrate monohydrate\n",
      "Norfloxacin\n",
      "Noscapine\n",
      "Novobiocin sodium\n",
      "Nutlin-3\n",
      "Nystatin\n",
      "O6-Benzylguanine\n",
      "OAC1\n",
      "ON-01910\n",
      "OSI-027\n",
      "OSI-420\n",
      "OSI-632\n",
      "OSI-930\n",
      "OSU-03012\n",
      "Obatoclax\n",
      "Octreotide\n",
      "Octylonium bromide\n",
      "Odanacatib\n",
      "Ofloxacin\n",
      "Olanzapine\n",
      "Olaparib\n",
      "Oleanolic acid\n",
      "Oligomycin A\n",
      "Olmesartan\n",
      "Olopatadine hydrochloride\n",
      "Olprinone\n",
      "Omacetaxine mepesuccinate\n",
      "Ombrabulin\n",
      "Omecamtiv mecarbil\n",
      "Omeprazole\n",
      "Omigapil\n",
      "Ondansetron\n",
      "Oprozomib\n",
      "Orantinib\n",
      "Oridonin\n",
      "Orlistat\n",
      "Orotic acid\n",
      "Orphenadrine hydrochloride\n",
      "Orteronel\n",
      "Osanetant\n",
      "Oseltamivir phosphate\n",
      "Ostarine\n",
      "Ostol\n",
      "Oteracil potassium\n",
      "Oxacillin sodium salt\n",
      "Oxaliplatin\n",
      "Oxamflatin\n",
      "Oxandrolone\n",
      "Oxcarbazepine\n",
      "Oxfendazole\n",
      "Oxibendazole\n",
      "Oxybutynin chloride\n",
      "Oxymatrine\n",
      "Oxymetazoline\n",
      "Oxytetracycline\n",
      "Ozagrel hydrochloride\n",
      "PA-824\n",
      "PAC-1\n",
      "PACLITAXEL\n",
      "PB-28\n",
      "PCI-32765\n",
      "PCI-34051\n",
      "PD 0325901\n",
      "PD-0220245\n",
      "PD-0332991\n",
      "PD-098059\n",
      "PD-128907\n",
      "PD-134308\n",
      "PD-153035\n",
      "PD-166285\n",
      "PD-166793\n",
      "PD-173074\n",
      "PD-173955\n",
      "PD-173955 Analogue 1\n",
      "PD-318088\n",
      "PDHK RIKEN\n",
      "PDK1 inhibitor\n",
      "PF-03716556\n",
      "PF-03814735\n",
      "PF-04217903\n",
      "PF-04691502\n",
      "PF-05212384\n",
      "PF-184\n",
      "PF-3758309\n",
      "PF-3845\n",
      "PF-431396\n",
      "PF-4708671\n",
      "PF-477736\n",
      "PF-5274857\n",
      "PF-543\n",
      "PF-573228\n",
      "PF-8380\n",
      "PH-797804\n",
      "PHA-408\n",
      "PHA-665752\n",
      "PHA-680632\n",
      "PHA-690509\n",
      "PHA-767491A\n",
      "PHA-793887\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "PHT-427\n",
      "PI-103\n",
      "PIK-293\n",
      "PIK-294\n",
      "PIK-75\n",
      "PIK-90\n",
      "PIK-93\n",
      "PK-11195\n",
      "PKI-402\n",
      "PLX-4720\n",
      "PMSF\n",
      "PNU-120596\n",
      "PNU-200577\n",
      "PNU-282987\n",
      "PNU-74654\n",
      "PP-121\n",
      "PP242\n",
      "PRP003-013\n",
      "PRT-060318\n",
      "PS-1145\n",
      "PTC-124\n",
      "PX-12\n",
      "Paeoniflorin\n",
      "Paeonol\n",
      "Pancuronium bromide\n",
      "Panobinostat\n",
      "Pantoprazole\n",
      "Pantothenic acid\n",
      "Papaverine hydrochloride\n",
      "Parbendazole\n",
      "Parietin\n",
      "Parogrelil\n",
      "Paroxetine\n",
      "Parthenolide\n",
      "Pazopanib\n",
      "Pefloxacin\n",
      "Pelitinib\n",
      "Pemetrexed disodium\n",
      "Penicillamine\n",
      "Pentagastrin\n",
      "Pentamidine isethionate\n",
      "Pentostatin\n",
      "Pepstatin\n",
      "Peramivir\n",
      "Perhexiline\n",
      "Perifosine\n",
      "Perindopril\n",
      "Phenelzine\n",
      "Phenformin hydrochloride\n",
      "Phenoxybenzamine hydrochloride\n",
      "Phentolamine mesilate\n",
      "Phenylephrine hydrochloride\n",
      "Phloretin\n",
      "Phlorizin\n",
      "Piboserod hydrochloride\n",
      "Piceatannol\n",
      "Picoplatin\n",
      "Picropodophyllin\n",
      "Pim 1 inhibitor 2\n",
      "Pimasertib\n",
      "Pimecrolimus\n",
      "Pimobendan hydrochloride\n",
      "Pioglitazone HCl\n",
      "Piperaquine\n",
      "Piperine\n",
      "Pirarubicin\n",
      "Piraxostat\n",
      "Piroxicam\n",
      "Pizotifen\n",
      "Plerixafor hydrochloride\n",
      "Plinabulin\n",
      "Pluripotin\n",
      "Podofilox\n",
      "Polydatin\n",
      "Polymyxin B sulphate\n",
      "Pomalidomide\n",
      "Ponatinib\n",
      "Posaconazole\n",
      "Pracinostat\n",
      "Pralatrexate\n",
      "Pramipexole hydrochloride\n",
      "Pramiracetam hydrochloride\n",
      "Pranlukast\n",
      "Prasugrel hydrochloride\n",
      "Pravadoline\n",
      "Pravastatin sodium\n",
      "Praziquantel\n",
      "Prazosin hydrochloride\n",
      "Prednisolone\n",
      "Prednisolone acetate\n",
      "Prednisone???\n",
      "Pregabalin\n",
      "Pregnenolone\n",
      "Primidone\n",
      "Probucol\n",
      "Procarbazine hydrochloride\n",
      "Procaterol\n",
      "Prochlorperazine dimaleate\n",
      "Progesterone\n",
      "Propafenone hydrochloride\n",
      "Proparacaine\n",
      "Propofol\n",
      "Propylthiouracil\n",
      "Proscillaridin\n",
      "Protionamide\n",
      "Prucalopride\n",
      "Prulifloxacin\n",
      "Puerarin\n",
      "Purfalcamine\n",
      "Purvalanol A\n",
      "Purvalanol B\n",
      "Pyrantel pamoate\n",
      "Pyrazinamide\n",
      "Pyrimethamine\n",
      "Pyronaridine\n",
      "Pyroxamide\n",
      "QS11\n",
      "Quercetine\n",
      "Quinidine\n",
      "Quinine\n",
      "Quisinostat hydrochloride\n",
      "Quizartinib\n",
      "R-1487\n",
      "R-547\n",
      "R406\n",
      "RAF-265 derivative\n",
      "RD-162\n",
      "RDEA-119\n",
      "RG-108\n",
      "RGB-286147\n",
      "RIBOFLAVIN\n",
      "RITA\n",
      "RO-4929097\n",
      "RO495\n",
      "RWJ-67657\n",
      "Rabeprazole\n",
      "Rabusertib\n",
      "Racecadotril\n",
      "Raloxifene hydrochloride\n",
      "Raltegravir\n",
      "Raltitrexed\n",
      "Ramatroban\n",
      "Ramelteon\n",
      "Ramipril\n",
      "Ranolazine\n",
      "Rapamycin\n",
      "Rasagiline mesylate\n",
      "Rebamipide\n",
      "Rebeccamycin\n",
      "Regorafenib\n",
      "Repaglinide\n",
      "Reserpine\n",
      "Resistomycin\n",
      "Resveratrol\n",
      "Retaspimycin\n",
      "Retigabine\n",
      "Reversine\n",
      "Rhein\n",
      "Ribavirin\n",
      "Ribitol\n",
      "Ridaforolimus\n",
      "Rifabutin\n",
      "Rifampicin\n",
      "Rifapentine\n",
      "Rifaximin\n",
      "Rilmenidine\n",
      "Riluzole\n",
      "Rimantadine\n",
      "Rimonabant\n",
      "Risedronate sodium\n",
      "Risperidone???\n",
      "Ritodrine hydrochloride\n",
      "Ritonavir\n",
      "Rivaroxaban\n",
      "Rivastigmine tartrate\n",
      "Rizatriptan benzoate\n",
      "Ro 51\n",
      "Ro-31-8425\n",
      "Robotnikinin\n",
      "Rocuronium bromide\n",
      "Rofecoxib\n",
      "Roflumilast\n",
      "Rolipram\n",
      "Rolofylline\n",
      "Romidepsin\n",
      "Rose Bengal disodium\n",
      "Rosiglitazone\n",
      "Rotenone\n",
      "Rotundine\n",
      "Roxithromycin\n",
      "Ruboxistaurin mesilate\n",
      "Rucaparib\n",
      "Rupintrivir\n",
      "Rutaecarpine\n",
      "Ruxolitinib\n",
      "S-(+)-Rolipram\n",
      "S-99\n",
      "S-Trityl-L-cysteine\n",
      "S31-201\n",
      "S6K-18\n",
      "SAG\n",
      "SANT-2\n",
      "SB-202190\n",
      "SB-203580\n",
      "SB-206553\n",
      "SB-216763\n",
      "SB-224289\n",
      "SB-239063\n",
      "SB-242235\n",
      "SB-265610\n",
      "SB-3CT\n",
      "SB-408124\n",
      "SB-415286\n",
      "SB-431542\n",
      "SB-505124\n",
      "SB-525334\n",
      "SB-590885\n",
      "SB-743921\n",
      "SB-747651-A\n",
      "SB1518\n",
      "SB612111\n",
      "SCH-79797\n",
      "SCH-900435\n",
      "SCH-900776\n",
      "SD-06\n",
      "SD-169\n",
      "SD-208\n",
      "SG-00529\n",
      "SGC0946\n",
      "SGI-1776\n",
      "SGX-523\n",
      "SID 7969543\n",
      "SJ-172550\n",
      "SJN 2511\n",
      "SK&F-89976A\n",
      "SL-0101-1\n",
      "SL-327\n",
      "SM-164\n",
      "SMI-4a\n",
      "SN-38\n",
      "SNS-032\n",
      "SNS-314\n",
      "SNX-2112\n",
      "SNX-5422\n",
      "SP-600125\n",
      "SR 33805\n",
      "SR-3306\n",
      "SR-3677\n",
      "SR1664\n",
      "SR9011\n",
      "SRT1720\n",
      "SSR-504734\n",
      "SSR-69071\n",
      "STF-083010\n",
      "STF-62247\n",
      "STX-0119\n",
      "SU-5402\n",
      "SU-6656\n",
      "SU-MI-2\n",
      "Safinamide mesilate\n",
      "Salicin\n",
      "Salidroside\n",
      "Salinomycin\n",
      "Salirasib\n",
      "Sapitinib\n",
      "Saracatinib\n",
      "Sarafloxacin hydrochloride\n",
      "Saxagliptin\n",
      "Sclareolide\n",
      "Scopine\n",
      "Scopolamine\n",
      "Scopolamine methylbromide\n",
      "Secin H3\n",
      "Secnidazole\n",
      "Secoisolariciresinol\n",
      "Selegiline hydrochloride\n",
      "Selenomethionine\n",
      "Seliciclib\n",
      "Selumetinib\n",
      "Semagacestat\n",
      "Seocalcitol\n",
      "Sepantronium bromide\n",
      "Serdemetan\n",
      "Sesamin\n",
      "Shikimic acid\n",
      "Shikonin\n",
      "Sibutramine hydrochloride\n",
      "Sildenafil citrate\n",
      "Silmitasertib\n",
      "Silodosin\n",
      "Silver sulfadiazine\n",
      "Silybin\n",
      "Simvastatin\n",
      "Sinomenine\n",
      "Sipatrigine\n",
      "Sitafloxacin\n",
      "Sitagliptin\n",
      "Sivelestat\n",
      "Sodium 2-mercaptoethanesulfonate\n",
      "Sodium Danshensu\n",
      "Sodium cloxacillin\n",
      "Sodium cromoglycate\n",
      "Sofosbuvir\n",
      "Solanesol\n",
      "Sophocarpine\n",
      "Sorafenib\n",
      "Sotalol\n",
      "Sotrastaurin\n",
      "Sparfloxacin\n",
      "Spautin-1\n",
      "Spectinomycin hydrochloride\n",
      "Spermidine\n",
      "Stanozolol\n",
      "Stauprimide\n",
      "Stavudine\n",
      "StemRegenin 1\n",
      "Stigmasterol\n",
      "Streptomycin sulfate\n",
      "Streptozocin\n",
      "Strontium ranelate heptahydrate\n",
      "Suberoylanilide hydroxamic acid\n",
      "Sulbactam\n",
      "Sulfadoxine\n",
      "Sulfafurazole\n",
      "Sulfameter\n",
      "Sulfamethizole\n",
      "Sulfamethoxazole\n",
      "Sulfanilamide\n",
      "Sulfaphenazole\n",
      "Sulfapyridine\n",
      "Sulfasalazine\n",
      "Sulindac\n",
      "Sulphadimethoxine\n",
      "Sumanirole maleate\n",
      "Sumatriptan succinate\n",
      "Sunitinib malate\n",
      "Suplatast tosilate\n",
      "Suramin sodium\n",
      "Synephrine\n",
      "TAE-684\n",
      "TAK-285\n",
      "TAK-715\n",
      "TAK-733\n",
      "TAK-875\n",
      "TAK-901\n",
      "TAME\n",
      "TCN-201\n",
      "TCS JNK 5a\n",
      "TCS-2312\n",
      "TG-100115\n",
      "TG-101209\n",
      "TG-101348\n",
      "TG-46\n",
      "TG-89\n",
      "TGX-221\n",
      "TM-30089\n",
      "TPCA-1\n",
      "TPCK\n",
      "TRAM-34\n",
      "TW-37\n",
      "TWS-119\n",
      "Tacrine\n",
      "Tadalafil\n",
      "Takeda-6d\n",
      "Talmapimod\n",
      "Taltirelin\n",
      "Tamibarotene\n",
      "Tamoxifen\n",
      "Tamsulosin hydrochloride\n",
      "Tandutinib\n",
      "Tanespimycin\n",
      "Tanshinone I\n",
      "Tanshinone IIA\n",
      "Tariquidar\n",
      "Taxifolin\n",
      "Tazarotene\n",
      "Tebipenem pivoxil\n",
      "Tegafur\n",
      "Tegaserod maleate\n",
      "Teicoplanin\n",
      "Telaprevir\n",
      "Telatinib\n",
      "Telbivudine\n",
      "Telithromycin\n",
      "Telmisartan\n",
      "Telotristat etiprate\n",
      "Temocapril hydrochloride\n",
      "Temozolomide\n",
      "Tempol\n",
      "Temsirolimus\n",
      "Teniposide\n",
      "Tenofovir disoproxil fumarate\n",
      "Tenoxicam\n",
      "Terameprocol\n",
      "Terazosin hydrochloride\n",
      "Terbinafine hydrochloride\n",
      "Teriflunomide\n",
      "Tesmilifene hydrochloride\n",
      "Testosterone\n",
      "Testosterone cypionate\n",
      "Testosterone propionate\n",
      "Tetrabenazine\n",
      "Tetracycline hydrochloride\n",
      "Tetrahydroberberine\n",
      "Tetrahydropapaverine\n",
      "Tetrahydrouridine\n",
      "Tetrandrine\n",
      "Thalidomide\n",
      "Thapsigargin\n",
      "Theobromine\n",
      "Theophyllamine\n",
      "Thiabendazole\n",
      "Thiamphenicol\n",
      "Thiazovivin\n",
      "ThioTEPA\n",
      "Ticlopidine hydrochloride\n",
      "Tie-2 kinase inhibitor\n",
      "Tigecycline\n",
      "Tioconazole\n",
      "Tioguanine\n",
      "Tiopronin\n",
      "Tiotropium bromide\n",
      "Tioxolone\n",
      "Tipifarnib\n",
      "Tiplasinin\n",
      "Tivantinib\n",
      "Tivozanib\n",
      "Tizanidine hydrochloride\n",
      "Tobramycin\n",
      "Tofacitinib\n",
      "Tolcapone\n",
      "Tolnaftate\n",
      "Tolterodine tartrate\n",
      "Tolvaptan\n",
      "Topotecan hydrochloride\n",
      "Torasemide\n",
      "Torcetrapib\n",
      "Toremifene\n",
      "Torin-1\n",
      "Torin-2\n",
      "Tosedostat\n",
      "Tozasertib\n",
      "Trametinib\n",
      "Tranexamic acid\n",
      "Tranilast\n",
      "Tranylcypromine\n",
      "Travoprost\n",
      "Trazodone hydrochloride\n",
      "Tretinoin\n",
      "Triamcinolone acetonide\n",
      "Trichlormethiazide\n",
      "Trichostatin A\n",
      "Tricirbine\n",
      "Triciribine phosphate\n",
      "Trifluoperazine hydrochloride\n",
      "Trifluridine\n",
      "Trilostane\n",
      "Trimetrexate\n",
      "Trioxsalen\n",
      "Tripterin\n",
      "Triptolide\n",
      "Troglitazone\n",
      "Tropisetron\n",
      "Trospium chloride\n",
      "Troxacitabine\n",
      "Tubacin\n",
      "Tubastatin A\n",
      "Turofexorate isopropyl\n",
      "Tyrphostin B42\n",
      "U-0126\n",
      "U-73122??\n",
      "UK-383367\n",
      "UNC-0638\n",
      "UNC1215\n",
      "UNC669\n",
      "Ubenimex\n",
      "Ubidecarenone\n",
      "Uridine\n",
      "Uridine triacetate\n",
      "Ursodiol\n",
      "Ursolic acid\n",
      "VCH-916\n",
      "VE-821\n",
      "VER-155008\n",
      "VER-82576\n",
      "VU0357121\n",
      "VU0482089-2\n",
      "VU0483486-1\n",
      "VU0483487-1\n",
      "VU0483488-1\n",
      "VX-702\n",
      "VX-745\n",
      "VX-765\n",
      "Vadimezan\n",
      "Valaciclovir\n",
      "Valproic acid sodium salt\n",
      "Valspodar\n",
      "Vancomycin hydrochloride\n",
      "Vandetanib\n",
      "Vapiprost hydrochloride\n",
      "Vardenafil\n",
      "Varenicline dihydrochloride\n",
      "Varespladib\n",
      "Vargatef\n",
      "Varlitinib tosylate\n",
      "Vatalanib dihydrochloride\n",
      "Vecuronium bromide\n",
      "Veliflapon\n",
      "Veliparib\n",
      "Vemurafenib\n",
      "Venlafaxine hydrochloride\n",
      "Verapamil\n",
      "Verteporfin\n",
      "Vicriviroc maleate\n",
      "Vidarabine\n",
      "Vidofludimus\n",
      "Vinblastine\n",
      "Vincristine sulfate\n",
      "Vindesine sulfate salt\n",
      "Vinflunine\n",
      "Vinorelbine tartrate\n",
      "Vinpocetine\n",
      "Viracept\n",
      "Vismodegib\n",
      "Vitamin B12\n",
      "Volasertib\n",
      "Vorapaxar\n",
      "Voriconazole\n",
      "Vosaroxin\n",
      "WAY-100635\n",
      "WAY-204688\n",
      "WAY-600\n",
      "WHI-P97\n",
      "WIN-55212-2\n",
      "WP-1066\n",
      "WS3\n",
      "WYE-125132\n",
      "WYE-354\n",
      "WYE-687\n",
      "WZ-3146\n",
      "WZ-4002\n",
      "WZ-8040\n",
      "Warfarin sodium\n",
      "Withaferin A\n",
      "Wnt-C59\n",
      "Wyeth Cot inhibitor-2\n",
      "XL-147\n",
      "XL-647\n",
      "XL-765\n",
      "XMD8-92\n",
      "XRP-44X\n",
      "Ximelagatran\n",
      "Xylometazoline hydrochloride\n",
      "Y-27632\n",
      "Y-39983\n",
      "YK-4-279\n",
      "YK-72\n",
      "YM-201636\n",
      "YO-01027\n",
      "YW3-56\n",
      "Yohimbine\n",
      "ZM-336372\n",
      "ZM-447439\n",
      "ZSTK-474\n",
      "Zafirlukast\n",
      "Zalcitabine\n",
      "Zaldaride maleate\n",
      "Zaltoprofen\n",
      "Zanamivir\n",
      "Zibotentan\n",
      "Zidovudine\n",
      "Zileuton\n",
      "Zilpaterol\n",
      "Ziprasidone hydrochloride\n",
      "Zoledronic acid monohydrate\n",
      "Zolmitriptan\n",
      "anagrelide\n",
      "beta-Carotene\n",
      "beta-Estradiol\n",
      "beta-Lapachone\n",
      "beta-Sitosterol\n",
      "c-FMS inhibitor\n",
      "cPEPCK inhibitor\n",
      "cycloheximide\n",
      "l-Taurine\n",
      "methyl jasmonate\n",
      "nan\n",
      "nor-Binaltorphimine\n",
      "purmorphamine\n",
      "rac Nebivolol hydrochloride\n"
     ]
    }
   ],
   "source": [
    "# now get pubchem data- for real, for each of the unique drugs\n",
    "unique_drugs = [str(x) for x in unique_drugs]\n",
    "drug_dict = {}\n",
    "for curr_drug in unique_drugs:\n",
    "    print(curr_drug)\n",
    "    \n",
    "    try: # need try catch block for any drug not in the dataframe\n",
    "\n",
    "        compound = pubchempy.get_compounds(curr_drug, 'name')\n",
    "        if (compound != []):\n",
    "            compound = compound[0]\n",
    "            cid = compound.cid\n",
    "            c = pubchempy.Compound.from_cid(cid)\n",
    "    \n",
    "            frame = pubchempy.compounds_to_frame(c, properties=['molecular_weight', 'exact_mass', 'monoisotopic_mass', 'xlogp', 'tpsa', 'complexity', 'charge',\n",
    "                                         'h_bond_donor_count','h_bond_acceptor_count','rotatable_bond_count','heavy_atom_count','isotope_atom_count',\n",
    "                                          'atom_stereo_count','bond_stereo_count','covalent_unit_count'])\n",
    "            drug_dict[curr_drug] = frame\n",
    "    \n",
    "    except:\n",
    "        print('not found in dataframe')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "metadata": {},
   "outputs": [],
   "source": [
    "# make dataframe out of the dictionary\n",
    "drug_dict_df = pd.DataFrame.from_dict(drug_dict, orient=\"index\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1784, 1)"
      ]
     },
     "execution_count": 131,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get shape of the dictionary\n",
    "drug_dict_df.shape   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save the dataframe\n",
    "drug_dict_df.to_csv('drug_dict_9_15.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 141,
   "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>atom_stereo_count</th>\n",
       "      <th>bond_stereo_count</th>\n",
       "      <th>charge</th>\n",
       "      <th>complexity</th>\n",
       "      <th>covalent_unit_count</th>\n",
       "      <th>exact_mass</th>\n",
       "      <th>h_bond_acceptor_count</th>\n",
       "      <th>h_bond_donor_count</th>\n",
       "      <th>heavy_atom_count</th>\n",
       "      <th>isotope_atom_count</th>\n",
       "      <th>molecular_weight</th>\n",
       "      <th>monoisotopic_mass</th>\n",
       "      <th>rotatable_bond_count</th>\n",
       "      <th>tpsa</th>\n",
       "      <th>xlogp</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cid</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>442614</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>734</td>\n",
       "      <td>1</td>\n",
       "      <td>344.089603</td>\n",
       "      <td>7</td>\n",
       "      <td>3</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>344.3</td>\n",
       "      <td>344.089603</td>\n",
       "      <td>2</td>\n",
       "      <td>121</td>\n",
       "      <td>2.1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        atom_stereo_count  bond_stereo_count  charge  complexity  \\\n",
       "cid                                                                \n",
       "442614                  1                  0       0         734   \n",
       "\n",
       "        covalent_unit_count  exact_mass  h_bond_acceptor_count  \\\n",
       "cid                                                              \n",
       "442614                    1  344.089603                      7   \n",
       "\n",
       "        h_bond_donor_count  heavy_atom_count  isotope_atom_count  \\\n",
       "cid                                                                \n",
       "442614                   3                25                   0   \n",
       "\n",
       "        molecular_weight  monoisotopic_mass  rotatable_bond_count  tpsa  xlogp  \n",
       "cid                                                                             \n",
       "442614             344.3         344.089603                     2   121    2.1  "
      ]
     },
     "execution_count": 141,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# let's see what the data looks like\n",
    "for i in range(0, 1784):\n",
    "    drug_dict_df.iloc[i,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 144,
   "metadata": {},
   "outputs": [],
   "source": [
    "# have to parse the weird column of the frame because i saved it weird\n",
    "processed_drug_dict = drug_dict_df.iloc[0:1784,0]\n",
    "processed_drug_dict.to_csv('processed_dict.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 157,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(+)-Usniacin                                                                    atom_stereo_count  bond_stereo_count  ...\n",
       "(+-)-7-(3,5,6-trimethyl-1,4-benzoquinon-2-yl)-7-phenylheptanoic acid          atom_stereo_count  bond_stereo_count  ch...\n",
       "(-)-Blebbistatin                                                                 atom_stereo_count  bond_stereo_count ...\n",
       "(-)-Gossypol                                                                  atom_stereo_count  bond_stereo_count  ch...\n",
       "(-)-Indolactam V                                                                atom_stereo_count  bond_stereo_count  ...\n",
       "Name: 0, dtype: object"
      ]
     },
     "execution_count": 157,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# and check out the head of the data\n",
    "processed_drug_dict.head(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 169,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[  1.           0.           0.         734.           1.\n",
      "  344.08960285   7.           3.          25.           0.\n",
      "  344.3        344.08960285   2.         121.           2.1       ]]\n",
      "[[  1.           0.           0.         633.           1.\n",
      "  354.18310932   4.           1.          26.           0.\n",
      "  354.4        354.18310932   8.          71.4          4.4       ]]\n",
      "[[  1.           0.           0.         497.           1.\n",
      "  292.12117776   3.           1.          22.           0.\n",
      "  292.3        292.12117776   1.          52.9          2.4       ]]\n",
      "[[  0.           0.           0.         780.           1.\n",
      "  518.19406792   8.           6.          38.           0.\n",
      "  518.6        518.19406792   5.         156.           6.9       ]]\n",
      "[[  2.           0.           0.         415.           1.\n",
      "  301.17902699   3.           3.          22.           0.\n",
      "  301.4        301.17902699   2.          68.4          2.3       ]]\n",
      "[[  7.           3.           0.         712.           1.\n",
      "  412.33413066   2.           2.          30.           0.\n",
      "  412.6        412.33413066   5.          40.5          6.3       ]]\n",
      "[[9.00000000e+00 0.00000000e+00 0.00000000e+00 1.09000000e+03\n",
      "  1.00000000e+00 5.44230847e+02 1.00000000e+01 4.00000000e+00\n",
      "  3.90000000e+01 0.00000000e+00 5.44600000e+02 5.44230847e+02\n",
      "  5.00000000e+00 1.60000000e+02 6.00000000e-01]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 7.74000000e+02\n",
      "  1.00000000e+00 3.64105922e+02 6.00000000e+00 2.00000000e+00\n",
      "  2.70000000e+01 0.00000000e+00 3.64400000e+02 3.64105922e+02\n",
      "  1.00000000e+00 1.00000000e+02 6.00000000e-01]]\n",
      "[[  0.           1.           0.         330.           1.\n",
      "  249.02820633   3.           1.          16.           0.\n",
      "  249.4        249.02820633   2.          86.5          3.6       ]]\n",
      "[[  0.           0.           0.         466.           1.\n",
      "  332.09094026   6.           1.          25.           0.\n",
      "  332.3        332.09094026   3.          96.8          4.2       ]]\n",
      "[[  4.           2.           0.         535.           1.\n",
      "  380.25627426   5.           3.          27.           0.\n",
      "  380.5        380.25627426  12.          94.8          3.7       ]]\n",
      "[[  6.           0.           0.         769.           1.\n",
      "  402.24062419   5.           1.          29.           0.\n",
      "  402.5        402.24062419   5.          80.7          3.9       ]]\n",
      "[[  6.           0.           0.         550.           1.\n",
      "  302.22458021   2.           1.          22.           0.\n",
      "  302.5        302.22458021   0.          37.3          3.4       ]]\n",
      "[[  2.           0.           0.         348.           1.\n",
      "  236.09094026   5.           2.          17.           0.\n",
      "  236.23       236.09094026   2.          88.7         -1.2       ]]\n",
      "[[  4.           0.           0.         367.           1.\n",
      "  285.08733205   9.           4.          20.           0.\n",
      "  285.23       285.08733205   2.         140.          -0.6       ]]\n",
      "[[ 3.00000000e+00  0.00000000e+00  0.00000000e+00  3.08000000e+02\n",
      "   1.00000000e+00  2.43104148e+02  4.00000000e+00  3.00000000e+00\n",
      "   1.60000000e+01  0.00000000e+00  2.43330000e+02  2.43104148e+02\n",
      "   5.00000000e+00  1.13000000e+02 -2.00000000e-01]]\n",
      "[[  5.          0.          0.        425.          1.        302.1881947\n",
      "    3.          2.         22.          0.        302.4       302.1881947\n",
      "    1.         49.7         4.       ]]\n",
      "[[1.00000000e+01 0.00000000e+00 0.00000000e+00 8.69000000e+02\n",
      "  1.00000000e+00 4.80308704e+02 7.00000000e+00 6.00000000e+00\n",
      "  3.40000000e+01 0.00000000e+00 4.80600000e+02 4.80308704e+02\n",
      "  5.00000000e+00 1.38000000e+02 5.00000000e-01]]\n",
      "[[  0.        0.        0.       98.4       1.      165.92656   3.\n",
      "    1.        7.        0.      166.96    165.92656   2.       54.4\n",
      "    0.5    ]]\n",
      "[[ 0.00000000e+00  0.00000000e+00  0.00000000e+00  2.11000000e+02\n",
      "   1.00000000e+00  1.49070145e+02  2.00000000e+00  2.00000000e+00\n",
      "   1.10000000e+01  0.00000000e+00  1.49150000e+02  1.49070145e+02\n",
      "   0.00000000e+00  6.81000000e+01 -2.00000000e-01]]\n",
      "[[  0.           0.           0.         230.           1.\n",
      "  203.09462866   2.           2.          15.           0.\n",
      "  203.24       203.09462866   4.          53.1          2.3       ]]\n",
      "[[  1.           0.           0.         335.           1.\n",
      "  256.07355887   4.           2.          19.           0.\n",
      "  256.25       256.07355887   1.          66.8          2.4       ]]\n",
      "[[  4.          0.          0.        614.          1.        400.1158176\n",
      "    8.          2.         29.          0.        400.4       400.1158176\n",
      "    3.        104.          1.7      ]]\n",
      "[[  5.          0.          0.        590.          1.        302.1881947\n",
      "    3.          1.         22.          0.        302.4       302.1881947\n",
      "    0.         54.4         2.6      ]]\n",
      "[[  0.           0.           0.         137.           1.\n",
      "  145.06399724   3.           1.          11.           0.\n",
      "  145.16       145.06399724   0.          51.8          1.3       ]]\n",
      "[[  0.           0.           0.         257.           1.\n",
      "  176.04734412   3.           1.          13.           0.\n",
      "  176.17       176.04734412   0.          46.5          1.9       ]]\n",
      "[[  0.          0.          0.        384.          1.        254.0579088\n",
      "    4.          2.         19.          0.        254.24      254.0579088\n",
      "    1.         66.8         2.1      ]]\n",
      "[[  4.          0.          0.        384.          1.        244.0807695\n",
      "    5.          4.         17.          0.        244.2       244.0807695\n",
      "    2.        141.         -2.2      ]]\n",
      "[[  1.           0.           0.         272.           1.\n",
      "  220.08479225   4.           4.          16.           0.\n",
      "  220.22       220.08479225   3.          99.3         -1.2       ]]\n",
      "[[  0.           0.           0.         190.           1.\n",
      "  152.01566732   2.           2.          10.           0.\n",
      "  152.18       152.01566732   0.          85.2          0.        ]]\n",
      "[[  2.           0.           0.         461.           1.\n",
      "  272.04669267   7.           2.          18.           0.\n",
      "  272.28       272.04669267   4.         135.          -4.        ]]\n",
      "[[  5.           0.           0.         935.           1.\n",
      "  482.19540533   5.           3.          36.           0.\n",
      "  482.5        482.19540533   2.          89.7          2.7       ]]\n",
      "[[ 4.00000000e+00  0.00000000e+00  0.00000000e+00  3.67000000e+02\n",
      "   1.00000000e+00  3.01057782e+02  8.00000000e+00  4.00000000e+00\n",
      "   2.00000000e+01  0.00000000e+00  3.01690000e+02  3.01057782e+02\n",
      "   2.00000000e+00  1.40000000e+02 -1.00000000e-01]]\n",
      "[[  0.          0.          0.        552.          1.        448.0680657\n",
      "    8.          2.         29.          0.        449.3       448.0680657\n",
      "    5.         76.1         4.1      ]]\n",
      "[[  0.          0.          0.        319.          1.        305.0235007\n",
      "    4.          0.         20.          0.        306.15      305.0235007\n",
      "    3.         56.5         3.       ]]\n",
      "[[  1.           1.           0.         773.           1.\n",
      "  474.23793885   6.           3.          35.           0.\n",
      "  474.6        474.23793885  10.         121.           4.6       ]]\n",
      "[[  1.           0.           0.         473.           1.\n",
      "  315.14839557   3.           2.          24.           0.\n",
      "  315.4        315.14839557   5.          73.1          4.        ]]\n",
      "[[  0.           0.           0.         609.           1.\n",
      "  421.13611681   4.           1.          31.           0.\n",
      "  421.5        421.13611681   3.          87.7          5.        ]]\n",
      "[[  0.          0.          0.        489.          1.        412.0606145\n",
      "    6.          1.         28.          0.        413.3       412.0606145\n",
      "    6.         77.8         5.1      ]]\n",
      "[[  1.           0.           0.         562.           1.\n",
      "  397.19026038   4.           3.          30.           0.\n",
      "  397.5        397.19026038   6.          92.6          3.7       ]]\n",
      "[[  1.           0.           0.         556.           1.\n",
      "  393.12931735   6.           2.          26.           0.\n",
      "  393.5        393.12931735   4.         158.           2.8       ]]\n",
      "[[  1.           0.           0.         456.           1.\n",
      "  358.17936135   4.           2.          27.           0.\n",
      "  358.4        358.17936135   6.          76.8          3.6       ]]\n",
      "[[  0.           0.           0.         647.           1.\n",
      "  360.05686343   5.           3.          26.           0.\n",
      "  360.4        360.05686343   2.         122.           4.1       ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 1.07000000e+03\n",
      "  1.00000000e+00 6.21317586e+02 8.00000000e+00 2.00000000e+00\n",
      "  4.60000000e+01 0.00000000e+00 6.21700000e+02 6.21317586e+02\n",
      "  6.00000000e+00 1.36000000e+02 3.30000000e+00]]\n",
      "[[  0.          0.          0.        429.          1.        357.0767857\n",
      "    4.          1.         25.          0.        357.8       357.0767857\n",
      "    5.         60.7         4.4      ]]\n",
      "[[  2.           0.           0.         659.           1.\n",
      "  428.17360726   4.           3.          32.           0.\n",
      "  428.5        428.17360726   6.          95.5          4.3       ]]\n",
      "[[  1.           0.           0.         476.           1.\n",
      "  324.13863935   4.           3.          24.           0.\n",
      "  324.4        324.13863935   3.          83.8          2.        ]]\n",
      "[[  2.          0.          0.        551.          1.        380.1655411\n",
      "    2.          1.         27.          0.        380.9       380.1655411\n",
      "    4.         42.          4.7      ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 1.64000000e+03\n",
      "  1.00000000e+00 8.67318096e+02 1.10000000e+01 3.00000000e+00\n",
      "  6.10000000e+01 0.00000000e+00 8.68400000e+02 8.67318096e+02\n",
      "  1.20000000e+01 1.83000000e+02 8.20000000e+00]]\n",
      "[[  0.        0.        0.      564.        1.      462.08037   7.\n",
      "    1.       30.        0.      463.3     462.08037   3.       90.\n",
      "    3.4    ]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 1.32000000e+03\n",
      "  1.00000000e+00 8.12258139e+02 1.00000000e+01 2.00000000e+00\n",
      "  5.60000000e+01 0.00000000e+00 8.13400000e+02 8.12258139e+02\n",
      "  1.50000000e+01 1.65000000e+02 9.00000000e+00]]\n",
      "[[  0.           0.           0.         401.           1.\n",
      "  353.10970746   7.           1.          24.           0.\n",
      "  353.4        353.10970746   9.          96.9          4.        ]]\n",
      "[[  1.           0.           0.         350.           1.\n",
      "  283.10308535   3.           1.          20.           0.\n",
      "  283.4        283.10308535   2.          61.4          4.1       ]]\n",
      "[[  1.           0.           0.         828.           1.\n",
      "  530.21901493   9.           3.          39.           0.\n",
      "  530.6        530.21901493   8.         120.           2.8       ]]\n",
      "[[  0.           0.           0.         538.           1.\n",
      "  433.21138975   6.           3.          32.           0.\n",
      "  433.5        433.21138975  11.         107.           3.4       ]]\n",
      "[[0 0 0 601 2 428.1866705 4 3 30 0 428.9 428.1866705 4 61.8 None]]\n",
      "[[  0.           0.           0.         645.           1.\n",
      "  453.25286064   5.           1.          34.           0.\n",
      "  453.6        453.25286064   7.          69.2          4.6       ]]\n",
      "[[  1.           0.           0.         508.           1.\n",
      "  369.12888313   6.           0.          27.           0.\n",
      "  369.4        369.12888313   3.          59.2          3.7       ]]\n",
      "[[  1.           0.           0.         579.           1.\n",
      "  440.26884506   5.           2.          33.           0.\n",
      "  440.6        440.26884506   7.          60.1          4.6       ]]\n",
      "[[  1.           0.           0.         849.           1.\n",
      "  544.26857028   5.           3.          40.           0.\n",
      "  544.6        544.26857028  11.         109.           4.3       ]]\n",
      "[[  0.        0.        0.      414.        1.      304.02113   3.\n",
      "    1.       18.        0.      305.17    304.02113   2.       67.8\n",
      "    4.     ]]\n",
      "[[  0.           1.           0.         753.           1.\n",
      "  467.18698652   6.           3.          35.           0.\n",
      "  467.5        467.18698652   6.         101.           4.3       ]]\n",
      "[[  0.           0.           0.         460.           1.\n",
      "  320.16371128   3.           1.          24.           0.\n",
      "  320.4        320.16371128   3.          50.2          1.9       ]]\n",
      "[[  0.          0.          0.        360.          1.        315.0774544\n",
      "    5.          1.         22.          0.        315.75      315.0774544\n",
      "    4.         56.3         4.       ]]\n",
      "[[  1.           0.           0.         686.           1.\n",
      "  462.24310442   4.           1.          34.           0.\n",
      "  462.6        462.24310442   7.          67.2          4.9       ]]\n",
      "[[  0.           0.           0.         771.           1.\n",
      "  481.07416829   8.           3.          32.           0.\n",
      "  481.5        481.07416829   6.         124.           4.2       ]]\n",
      "[[  0.          0.          0.        630.          1.        398.1881947\n",
      "    3.          2.         30.          0.        398.5       398.1881947\n",
      "    3.         57.5         7.4      ]]\n",
      "[[  1.           0.           0.         492.           1.\n",
      "  371.16337693   5.           1.          28.           0.\n",
      "  371.4        371.16337693   5.          60.2          5.        ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 1.27000000e+03\n",
      "  1.00000000e+00 5.51243359e+02 5.00000000e+00 2.00000000e+00\n",
      "  4.20000000e+01 0.00000000e+00 5.51600000e+02 5.51243359e+02\n",
      "  5.00000000e+00 8.47000000e+01 4.30000000e+00]]\n",
      "[[  0.        0.        0.      548.        1.      504.09099   4.\n",
      "    0.       29.        0.      504.4     504.09099   6.       43.7\n",
      "    4.     ]]\n",
      "[[  0.           0.           0.         986.           1.\n",
      "  556.21219821   8.           2.          41.           0.\n",
      "  556.6        556.21219821   8.         104.           4.8       ]]\n",
      "[[  0.           0.           0.         531.           1.\n",
      "  383.13822481   6.           0.          29.           0.\n",
      "  383.4        383.13822481   5.          74.4          3.1       ]]\n",
      "[[  0.           0.           0.         714.           1.\n",
      "  395.13822481   6.           1.          30.           0.\n",
      "  395.4        395.13822481   3.          98.1          2.8       ]]\n",
      "[[  0.           0.           0.         951.           1.\n",
      "  539.21686906   8.           2.          40.           0.\n",
      "  539.6        539.21686906   8.         117.           4.        ]]\n",
      "[[  0.           0.           0.         795.           1.\n",
      "  535.21950965   9.           2.          39.           0.\n",
      "  535.6        535.21950965   7.          79.4          5.2       ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 1.07000000e+03\n",
      "  1.00000000e+00 6.29244976e+02 1.00000000e+01 1.00000000e+00\n",
      "  4.60000000e+01 0.00000000e+00 6.29700000e+02 6.29244976e+02\n",
      "  1.10000000e+01 9.78000000e+01 4.40000000e+00]]\n",
      "[[  0.          0.          0.        725.          1.        503.1528295\n",
      "    9.          2.         37.          0.        503.6       503.1528295\n",
      "    6.        140.          5.1      ]]\n",
      "[[  0.           0.           0.         697.           1.\n",
      "  479.15690939   9.           2.          35.           0.\n",
      "  479.5        479.15690939   6.          89.           5.1       ]]\n",
      "[[0 0 0 361 1 251.0753734 4 1 19 0 251.05 251.0753734 2 62.5 None]]\n",
      "[[  0.          0.          0.        700.          1.        474.1458683\n",
      "    6.          2.         34.          0.        474.9       474.1458683\n",
      "    7.         95.4         5.1      ]]\n",
      "[[ 1.00000000e+00  0.00000000e+00  0.00000000e+00  2.36000000e+02\n",
      "   1.00000000e+00  1.99120843e+02  4.00000000e+00  1.00000000e+00\n",
      "   1.40000000e+01  0.00000000e+00  1.99250000e+02  1.99120843e+02\n",
      "   3.00000000e+00  4.98000000e+01 -1.00000000e-01]]\n",
      "[[  0.           1.           0.         480.           1.\n",
      "  334.14297584   5.           2.          25.           0.\n",
      "  334.4        334.14297584   4.          83.5          1.7       ]]\n",
      "[[  1.           0.           0.         397.           1.\n",
      "  312.14739251   3.           3.          23.           0.\n",
      "  312.4        312.14739251   5.          78.4          2.8       ]]\n",
      "[[  1.           0.           0.         769.           1.\n",
      "  461.17329017   7.           2.          32.           0.\n",
      "  461.5        461.17329017   5.         147.           1.9       ]]\n",
      "[[  0.          0.          0.        323.          1.        257.0607417\n",
      "    2.          0.         18.          0.        257.71      257.0607417\n",
      "    1.         21.6         4.1      ]]\n",
      "[[  0.           0.           0.         886.           1.\n",
      "  477.08825857   9.           1.          33.           0.\n",
      "  477.4        477.08825857   3.         121.           3.        ]]\n",
      "[[  0.        0.        0.      521.        1.      440.02956   7.\n",
      "    3.       27.        0.      441.2     440.02956   6.       88.4\n",
      "    3.1    ]]\n",
      "[[  0.           0.           0.         954.           1.\n",
      "  569.18452355  10.           2.          41.           0.\n",
      "  569.6        569.18452355  10.         145.           3.6       ]]\n",
      "[[  1.           0.           0.         605.           1.\n",
      "  420.14315347   7.           1.          29.           0.\n",
      "  420.5        420.14315347   6.          96.5          3.3       ]]\n",
      "[[  1.          0.          0.        422.          1.        371.0746777\n",
      "    3.          1.         25.          0.        371.9       371.0746777\n",
      "    6.         66.6         5.2      ]]\n",
      "[[  0.           1.           0.         484.           1.\n",
      "  305.01580708   6.           2.          21.           0.\n",
      "  305.28       305.01580708   2.         105.           2.7       ]]\n",
      "[[  1.           0.           0.         660.           1.\n",
      "  457.15724618   8.           0.          33.           0.\n",
      "  457.5        457.15724618   7.         112.           3.3       ]]\n",
      "[[  0.           1.           0.         468.           1.\n",
      "  284.99073514   7.           1.          19.           0.\n",
      "  285.23       284.99073514   1.          89.9          2.8       ]]\n",
      "[[  0.           1.           0.         410.           1.\n",
      "  257.02589765   5.           1.          18.           0.\n",
      "  257.27       257.02589765   1.          97.2          1.5       ]]\n",
      "[[  0.           0.           0.         904.           1.\n",
      "  580.29440836  11.           2.          41.           0.\n",
      "  580.7        580.29440836   9.         124.           4.8       ]]\n",
      "[[  0.          0.          0.        641.          1.        448.1102317\n",
      "    6.          2.         32.          0.        448.9       448.1102317\n",
      "    7.         76.1         5.4      ]]\n",
      "[[1 0 0 651 2 499.26823592 8 4 36 0 499.6 499.26823592 5 125 None]]\n",
      "[[  4.           0.           0.         896.           1.\n",
      "  561.33150489   5.           3.          41.           0.\n",
      "  561.7        561.33150489   9.         111.           3.1       ]]\n",
      "[[  0.          0.          0.        394.          1.        337.1345754\n",
      "    2.          2.         24.          0.        337.8       337.1345754\n",
      "    3.         40.7         4.3      ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 5.54000000e+02\n",
      "  1.00000000e+00 3.81191323e+02 5.00000000e+00 4.00000000e+00\n",
      "  2.80000000e+01 0.00000000e+00 3.81400000e+02 3.81191323e+02\n",
      "  5.00000000e+00 1.11000000e+02 5.00000000e-01]]\n",
      "[[  0.          0.          0.        479.          1.        381.0759302\n",
      "    4.          4.         25.          0.        382.2       381.0759302\n",
      "    4.         98.9         2.6      ]]\n",
      "[[  0.          0.          0.        850.          1.        506.1997154\n",
      "    7.          2.         36.          0.        507.        506.1997154\n",
      "    7.         73.4         4.5      ]]\n",
      "[[  2.           0.           0.         743.           1.\n",
      "  477.20121899   7.           3.          35.           0.\n",
      "  477.5        477.20121899  10.         139.           3.1       ]]\n",
      "[[  0.           0.           0.         585.           1.\n",
      "  422.26817635   5.           4.          31.           0.\n",
      "  422.6        422.26817635   9.          86.3          4.        ]]\n",
      "[[  1.           0.           0.         688.           1.\n",
      "  463.12019196   7.           0.          33.           0.\n",
      "  463.5        463.12019196   8.         131.           4.7       ]]\n",
      "[[  1.          0.          0.        463.          1.        391.1323641\n",
      "    8.          3.         27.          0.        391.8       391.1323641\n",
      "    7.        101.          3.7      ]]\n",
      "[[  0.           0.           0.         669.           1.\n",
      "  452.25358892   7.           1.          33.           0.\n",
      "  452.5        452.25358892   6.          83.1          3.2       ]]\n",
      "[[  0.           0.           0.         845.           1.\n",
      "  451.20082507   5.           2.          34.           0.\n",
      "  451.5        451.20082507   5.          97.6          4.2       ]]\n",
      "[[  1.           0.           0.         503.           1.\n",
      "  354.14045087   7.           3.          26.           0.\n",
      "  354.4        354.14045087   5.          89.4          4.4       ]]\n",
      "[[  0.           0.           0.         693.           1.\n",
      "  507.23941602   9.           4.          37.           0.\n",
      "  507.6        507.23941602  13.         128.           3.        ]]\n",
      "[[  1.          0.          0.        397.          1.        348.1013983\n",
      "    8.          3.         24.          0.        348.76      348.1013983\n",
      "    5.        104.          2.4      ]]\n",
      "[[  2.           0.           0.         698.           1.\n",
      "  462.23793885   8.           1.          34.           0.\n",
      "  462.5        462.23793885   4.          92.7          2.8       ]]\n",
      "[[  0.           0.           0.         490.           1.\n",
      "  343.16846231   3.           2.          26.           0.\n",
      "  343.4        343.16846231   4.          82.           2.6       ]]\n",
      "[[  2.           0.           0.         622.           1.\n",
      "  463.25833995   6.           3.          34.           0.\n",
      "  463.6        463.25833995   8.          91.5          3.9       ]]\n",
      "[[  1.          0.          0.        580.          1.        428.1727518\n",
      "    6.          4.         30.          0.        428.9       428.1727518\n",
      "    6.        120.          1.7      ]]\n",
      "[[  0.           0.           0.         556.           1.\n",
      "  371.14159611   6.           1.          26.           0.\n",
      "  371.5        371.14159611   5.          98.2          2.2       ]]\n",
      "[[  1.           0.           0.         838.           1.\n",
      "  408.17975527   7.           2.          30.           0.\n",
      "  408.4        408.17975527   5.          94.5          2.        ]]\n",
      "[[  1.         0.         0.       778.         1.       478.057705\n",
      "    8.         2.        31.         0.       478.9      478.057705\n",
      "    5.       112.         2.7     ]]\n",
      "[[  1.           0.           0.         495.           1.\n",
      "  362.12127521   5.           4.          25.           0.\n",
      "  362.4        362.12127521   4.         125.           2.3       ]]\n",
      "[[  2.          0.          0.        659.          1.        465.2376045\n",
      "    9.          1.         34.          0.        465.5       465.2376045\n",
      "    5.         93.1         2.6      ]]\n",
      "[[  0.        0.        0.      596.        1.      461.02478   6.\n",
      "    3.       25.        0.      461.23    461.02478   6.       90.9\n",
      "    2.2    ]]\n",
      "[[  0.           0.           0.         550.           1.\n",
      "  397.16377085   6.           3.          29.           0.\n",
      "  397.4        397.16377085   8.         104.           2.2       ]]\n",
      "[[  6.           0.           0.         636.           1.\n",
      "  349.24056462   2.           1.          26.           0.\n",
      "  349.5        349.24056462   1.          33.1          4.6       ]]\n",
      "[[  4.           0.           0.         330.           1.\n",
      "  258.09641957   7.           5.          18.           0.\n",
      "  258.23       258.09641957   3.         157.          -2.2       ]]\n",
      "[[ 19.           0.           0.         962.           1.\n",
      "  645.24801354  19.          14.          44.           0.\n",
      "  645.6        645.24801354   9.         321.          -8.5       ]]\n",
      "[[  0.         0.         0.       620.         1.       415.082265\n",
      "    6.         1.        29.         0.       415.8      415.082265\n",
      "    7.        94.8        4.2     ]]\n",
      "[[  0.           0.           0.         139.           1.\n",
      "  151.06332853   2.           2.          11.           0.\n",
      "  151.16       151.06332853   1.          49.3          0.5       ]]\n",
      "[[  1.           0.           0.         148.           1.\n",
      "  163.03031433   4.           3.          10.           0.\n",
      "  163.2        163.03031433   3.          67.4          0.4       ]]\n",
      "[[  0.           0.           0.         308.           1.\n",
      "  225.08618924   5.           3.          16.           0.\n",
      "  225.2        225.08618924   4.         115.          -1.9       ]]\n",
      "[[  0.           0.           0.         162.           1.\n",
      "  154.03784206   4.           1.          11.           0.\n",
      "  154.12       154.03784206   1.          75.6         -1.        ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 3.11000000e+02\n",
      "  1.00000000e+00 2.33054889e+02 6.00000000e+00 3.00000000e+00\n",
      "  1.70000000e+01 0.00000000e+00 2.33180000e+02 2.33054889e+02\n",
      "  3.00000000e+00 1.21000000e+02 3.00000000e-01]]\n",
      "[[  0.          4.          0.        539.          1.        326.1881947\n",
      "    3.          1.         24.          0.        326.4       326.1881947\n",
      "    6.         46.5         6.1      ]]\n",
      "[[1.3000000e+01 0.0000000e+00 0.0000000e+00 1.5300000e+03 1.0000000e+00\n",
      "  8.1134152e+02 1.6000000e+01 4.0000000e+00 5.8000000e+01 0.0000000e+00\n",
      "  8.1190000e+02 8.1134152e+02 1.0000000e+01 2.1700000e+02 3.8000000e+00]]\n",
      "[[1.00000000e+01 0.00000000e+00 0.00000000e+00 3.03000000e+03\n",
      "  1.00000000e+00 1.25462847e+03 1.80000000e+01 5.00000000e+00\n",
      "  9.00000000e+01 0.00000000e+00 1.25540000e+03 1.25462847e+03\n",
      "  8.00000000e+00 3.56000000e+02 3.80000000e+00]]\n",
      "[[  0.           0.           0.         645.           1.\n",
      "  412.20384476   3.           1.          31.           0.\n",
      "  412.5        412.20384476   4.          46.5          7.7       ]]\n",
      "[[  0.           0.           0.         706.           1.\n",
      "  501.19885001  12.           1.          34.           0.\n",
      "  501.5        501.19885001  15.         167.           1.8       ]]\n",
      "[[  4.           0.           0.         335.           1.\n",
      "  267.09675392   8.           4.          19.           0.\n",
      "  267.24       267.09675392   2.         140.          -1.1       ]]\n",
      "[[  1.          1.          0.        702.          1.        485.1629955\n",
      "    8.          2.         34.          0.        485.9       485.1629955\n",
      "    8.         88.6         3.6      ]]\n",
      "[[  0.           0.           0.         280.           1.\n",
      "  243.12592879   2.           1.          18.           0.\n",
      "  243.3        243.12592879   4.          38.3          2.7       ]]\n",
      "[[  0.        0.        0.      570.        1.      436.04563   4.\n",
      "    1.       26.        0.      437.4     436.04563   4.       74.9\n",
      "    3.8    ]]\n",
      "[[  0.           0.           0.         499.           1.\n",
      "  378.25319499   5.           1.          28.           0.\n",
      "  378.5        378.25319499   7.          58.4          4.4       ]]\n",
      "[[  0.           0.           0.         448.           1.\n",
      "  339.17354769   3.           1.          26.           0.\n",
      "  339.4        339.17354769   3.          51.8          4.        ]]\n",
      "[[  3.           0.           0.         591.           1.\n",
      "  406.15624312   6.           2.          28.           0.\n",
      "  406.5        406.15624312   9.         129.           2.1       ]]\n",
      "[[  1.           0.           0.         353.           1.\n",
      "  281.08341253   5.           2.          19.           0.\n",
      "  281.33       281.08341253   5.         103.           1.4       ]]\n",
      "[[  1.           0.           0.         227.           1.\n",
      "  239.15214354   4.           4.          17.           0.\n",
      "  239.31       239.15214354   5.          72.7          0.3       ]]\n",
      "[[  0.           0.           0.         257.           1.\n",
      "  249.01672576   8.           6.          14.           0.\n",
      "  249.1        249.01672576   5.         161.          -6.5       ]]\n",
      "[[1 0 0 511 2 425.1829821 8 3 29 0 425.9 425.1829821 8 112 None]]\n",
      "[[  0.           0.           0.         282.           1.\n",
      "  251.11575803   4.           3.          18.           0.\n",
      "  251.28       251.11575803   6.          78.8          1.8       ]]\n",
      "[[  0.         0.         0.       836.         1.       518.115711\n",
      "    9.         2.        37.         0.       518.9      518.115711\n",
      "    6.       106.         5.      ]]\n",
      "[[8 1 0 836 3 1218.7978315 18 10 86 0 1219.6 1218.7978315 40 367 None]]\n",
      "[[  0.           0.           0.         190.           1.\n",
      "  136.03851077   3.           2.          10.           0.\n",
      "  136.11       136.03851077   0.          70.1         -0.7       ]]\n",
      "[[  0.           0.           0.         483.           1.\n",
      "  335.16674823   4.           1.          23.           0.\n",
      "  335.5        335.16674823   6.          64.8          1.6       ]]\n",
      "[[  0.           0.           0.         421.           1.\n",
      "  270.05282342   5.           3.          20.           0.\n",
      "  270.24       270.05282342   1.          94.8          1.8       ]]\n",
      "[[  3.           0.           0.         450.           1.\n",
      "  342.21547207   5.           2.          24.           0.\n",
      "  342.4        342.21547207  11.          97.           2.3       ]]\n",
      "[[  4.           1.           0.         432.           1.\n",
      "  354.24062419   5.           3.          25.           0.\n",
      "  354.5        354.24062419  13.          94.8          3.2       ]]\n",
      "[[  0.           0.           0.         148.           1.\n",
      "  210.15929461   6.           0.          15.           0.\n",
      "  210.28       210.15929461   3.          48.4          2.7       ]]\n",
      "[[6 3 0 1230 2 652.3238922 10 5 45 0 653.2 652.3238922 8 170 None]]\n",
      "[[0 0 0 144 2 187.1127773 1 2 12 0 187.71 187.1127773 0 26 None]]\n",
      "[[  5.          0.          0.        710.          1.        474.2689642\n",
      "    9.          7.         33.          0.        474.5       474.2689642\n",
      "   14.        208.         -2.       ]]\n",
      "[[  1.          0.          0.        475.          1.        378.1579572\n",
      "    6.          1.         28.          0.        378.4       378.1579572\n",
      "    7.         81.5         3.8      ]]\n",
      "[[  0.          0.          0.        279.          1.        229.0478856\n",
      "    5.          4.         15.          0.        229.63      229.0478856\n",
      "    1.        159.         -0.7      ]]\n",
      "[[  0.           0.           0.          83.1          1.\n",
      "  131.09462866   3.           2.           9.           0.\n",
      "  131.17       131.09462866   5.          63.3         -3.        ]]\n",
      "[[  1.           0.           0.         321.           1.\n",
      "  232.12117776   3.           2.          17.           0.\n",
      "  232.28       232.12117776   2.          72.2          1.2       ]]\n",
      "[[  1.           0.           0.         674.           1.\n",
      "  440.15566578  12.           6.          32.           0.\n",
      "  440.4        440.15566578   9.         219.          -2.        ]]\n",
      "[[0 0 0 547 2 681.00037 4 1 32 0 681.8 681.00037 11 42.7 None]]\n",
      "[[  1.           0.           0.         549.           1.\n",
      "  369.17222754   6.           2.          25.           0.\n",
      "  369.5        369.17222754   7.         110.           1.5       ]]\n",
      "[[  0.           0.           0.         467.           1.\n",
      "  298.09535694   6.           2.          22.           0.\n",
      "  298.29       298.09535694   2.         103.           3.1       ]]\n",
      "[[  0.          0.          0.        437.          1.        283.1320768\n",
      "    4.          1.         21.          0.        283.32      283.1320768\n",
      "    3.         66.6         1.5      ]]\n",
      "[[3 0 0 336 2 353.2485425 2 1 24 0 354 353.2485425 6 12.5 None]]\n",
      "[[  0.          0.          0.        424.          1.        313.0981898\n",
      "    3.          1.         22.          0.        313.8       313.0981898\n",
      "    1.         36.9         2.6      ]]\n",
      "[[4 0 0 596 2 387.08648615 7 3 26 0 387.4 387.08648615 4 161 None]]\n",
      "[[1.9000000e+01 7.0000000e+00 0.0000000e+00 1.6700000e+03 1.0000000e+00\n",
      "  9.2348785e+02 1.8000000e+01 1.2000000e+01 6.5000000e+01 0.0000000e+00\n",
      "  9.2410000e+02 9.2348785e+02 3.0000000e+00 3.2000000e+02 0.0000000e+00]]\n",
      "[[  3.           0.           0.         745.           1.\n",
      "  505.22465703   8.           3.          35.           0.\n",
      "  505.6        505.22465703  12.         140.           2.9       ]]\n",
      "[[  0.           0.           0.         678.           1.\n",
      "  447.13651073   7.           1.          32.           0.\n",
      "  447.5        447.13651073   3.         108.           3.5       ]]\n",
      "[[ 11.           0.           0.         638.           1.\n",
      "  457.15841069  12.           7.          32.           0.\n",
      "  457.4        457.15841069   7.         202.          -2.7       ]]\n",
      "[[  2.          0.          0.        964.          1.        637.1674753\n",
      "   13.          0.         44.          0.        637.5       637.1674753\n",
      "    6.         38.8         8.8      ]]\n",
      "[[  0.           0.           0.         456.           1.\n",
      "  293.16404563   4.           0.          22.           0.\n",
      "  293.4        293.16404563   4.          78.3          2.1       ]]\n",
      "[[  1.          0.          0.        663.          1.        441.1147698\n",
      "    9.          3.         31.          0.        441.4       441.1147698\n",
      "    6.        134.          2.2      ]]\n",
      "[[  6.           1.           0.         597.           1.\n",
      "  350.20932407   5.           3.          25.           0.\n",
      "  350.4        350.20932407   3.          87.           2.2       ]]\n",
      "[[  0.           0.           0.         282.           1.\n",
      "  219.08954328   3.           0.          16.           0.\n",
      "  219.24       219.08954328   2.          46.6          1.6       ]]\n",
      "[[7.00000000e+00 2.00000000e+00 0.00000000e+00 1.15000000e+03\n",
      "  1.00000000e+00 6.34265709e+02 9.00000000e+00 2.00000000e+00\n",
      "  4.40000000e+01 0.00000000e+00 6.35100000e+02 6.34265709e+02\n",
      "  5.00000000e+00 1.36000000e+02 3.10000000e+00]]\n",
      "[[  5.           0.           0.         849.           1.\n",
      "  548.27338087   9.           3.          39.           0.\n",
      "  548.6        548.27338087  12.         157.           5.3       ]]\n",
      "[[0 0 0 701 2 493.17837555 8 3 35 0 493.6 493.17837555 6 153 None]]\n",
      "[[  0.           0.           0.         411.           1.\n",
      "  270.05282342   5.           3.          20.           0.\n",
      "  270.24       270.05282342   1.          87.           1.7       ]]\n",
      "[[  0.          1.          0.        544.          1.        418.2117241\n",
      "    8.          1.         31.          0.        418.5       418.2117241\n",
      "    8.         84.8         3.8      ]]\n",
      "[[  0.           0.           0.         777.           1.\n",
      "  459.19065431   5.           1.          34.           0.\n",
      "  459.5        459.19065431   5.         111.           2.2       ]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 6.83000000e+02\n",
      "  1.00000000e+00 4.14091929e+02 8.00000000e+00 3.00000000e+00\n",
      "  2.70000000e+01 0.00000000e+00 4.14500000e+02 4.14091929e+02\n",
      "  5.00000000e+00 1.50000000e+02 3.00000000e-01]]\n",
      "[[  3.           0.           0.         810.           1.\n",
      "  534.15018769  12.           2.          37.           0.\n",
      "  534.4        534.15018769   6.          75.2          4.2       ]]\n",
      "[[  0.        0.        0.      546.        1.      476.07693   5.\n",
      "    1.       29.        0.      477.4     476.07693   8.       80.\n",
      "    4.4    ]]\n",
      "[[  5.           0.           0.         279.           1.\n",
      "  272.08960285   7.           5.          19.           0.\n",
      "  272.25       272.08960285   3.         120.          -0.7       ]]\n",
      "[[  0.           0.           0.         187.           1.\n",
      "  155.09462866   3.           0.          11.           0.\n",
      "  155.19       155.09462866   2.          29.5          0.3       ]]\n",
      "[[  4.           0.           0.         887.           1.\n",
      "  508.24678946   8.           5.          35.           0.\n",
      "  508.6        508.24678946   9.         189.           1.3       ]]\n",
      "[[  0.          0.          0.        559.          1.        447.1480325\n",
      "    4.          1.         30.          0.        448.4       447.1480325\n",
      "    7.         44.8         4.6      ]]\n",
      "[[  8.           0.           0.         429.           1.\n",
      "  298.17802394   5.           0.          21.           0.\n",
      "  298.37       298.17802394   1.          46.2          3.1       ]]\n",
      "[[  7.           0.           0.         452.           1.\n",
      "  282.14672381   5.           0.          20.           0.\n",
      "  282.33       282.14672381   0.          54.           2.8       ]]\n",
      "[[  8.           0.           0.         415.           1.\n",
      "  284.16237387   5.           1.          20.           0.\n",
      "  284.35       284.16237387   0.          57.2          2.5       ]]\n",
      "[[  8.           0.           0.         623.           1.\n",
      "  384.17841786   8.           1.          27.           0.\n",
      "  384.4        384.17841786   5.         101.           2.5       ]]\n",
      "[[  0.           0.           0.         183.           1.\n",
      "  196.07355887   4.           0.          14.           0.\n",
      "  196.2        196.07355887   4.          44.8          1.3       ]]\n",
      "[[  2.          0.          0.        363.          1.        285.0920418\n",
      "    2.          0.         20.          0.        285.8       285.0920418\n",
      "    0.         12.5         3.8      ]]\n",
      "[[ 12.           0.           0.         930.           1.\n",
      "  488.35017465   5.           4.          35.           0.\n",
      "  488.7        488.35017465   2.          98.           5.7       ]]\n",
      "[[  2.           0.           0.         380.           1.\n",
      "  294.12157169   6.           3.          21.           0.\n",
      "  294.3        294.12157169   8.         119.          -2.7       ]]\n",
      "[[  0.           0.           0.         212.           1.\n",
      "  180.04225874   4.           1.          13.           0.\n",
      "  180.16       180.04225874   3.          63.6          1.2       ]]\n",
      "[[2.10000000e+01 0.00000000e+00 0.00000000e+00 1.46000000e+03\n",
      "  1.00000000e+00 7.84460907e+02 1.40000000e+01 9.00000000e+00\n",
      "  5.50000000e+01 0.00000000e+00 7.85000000e+02 7.84460907e+02\n",
      "  7.00000000e+00 2.28000000e+02 1.30000000e+00]]\n",
      "[[4 0 0 1190 2 802.35712776 13 7 56 0 802.9 802.35712776 18 254 None]]\n",
      "[[4 0 0 817 3 1154.4529416 12 6 83 0 1155.3 1154.4529416 22 229 None]]\n",
      "[[  3.          0.          0.        353.          1.        289.1677936\n",
      "    4.          1.         21.          0.        289.4       289.1677936\n",
      "    5.         49.8         1.8      ]]\n",
      "[[5 0 0 532 3 678.132686 10 0 32 0 678.5 678.132686 12 115 None]]\n",
      "[[  0.          0.          0.        862.          1.        587.2211791\n",
      "    8.          3.         42.          0.        588.1       587.2211791\n",
      "    9.        103.          5.1      ]]\n",
      "[[  1.          0.          0.        792.          1.        520.0595166\n",
      "   11.          1.         34.          0.        520.9       520.0595166\n",
      "    9.        128.          4.       ]]\n",
      "[[  0.           0.           0.         734.           1.\n",
      "  501.29128004   4.           1.          35.           0.\n",
      "  501.7        501.29128004  10.          80.8          8.2       ]]\n",
      "[[  0.           0.           0.         405.           1.\n",
      "  310.15689457   3.           0.          23.           0.\n",
      "  310.4        310.15689457   6.          43.4          4.8       ]]\n",
      "[[  0.           1.           0.         557.           1.\n",
      "  386.12013239   4.           2.          28.           0.\n",
      "  386.5        386.12013239   5.          96.           4.2       ]]\n",
      "[[  1.          0.          0.        523.          1.        349.1193192\n",
      "    4.          1.         24.          0.        349.8       349.1193192\n",
      "    2.         61.9         1.6      ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 3.54000000e+02\n",
      "  1.00000000e+00 2.77038194e+02 7.00000000e+00 1.00000000e+00\n",
      "  1.90000000e+01 0.00000000e+00 2.77270000e+02 2.77038194e+02\n",
      "  2.00000000e+00 1.43000000e+02 1.00000000e-01]]\n",
      "[[1 0 0 558 2 417.1374678 3 1 28 0 418.4 417.1374678 3 35.9 None]]\n",
      "[[1.80000000e+01 0.00000000e+00 0.00000000e+00 1.15000000e+03\n",
      "  1.00000000e+00 7.48508526e+02 1.40000000e+01 5.00000000e+00\n",
      "  5.20000000e+01 0.00000000e+00 7.49000000e+02 7.48508526e+02\n",
      "  7.00000000e+00 1.80000000e+02 4.00000000e+00]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 9.92000000e+01\n",
      "  1.00000000e+00 1.13022526e+02 3.00000000e+00 1.00000000e+00\n",
      "  8.00000000e+00 0.00000000e+00 1.13080000e+02 1.13022526e+02\n",
      "  0.00000000e+00 7.45000000e+01 1.00000000e-01]]\n",
      "[[2.00000000e+00 1.00000000e+00 0.00000000e+00 8.08000000e+02\n",
      "  1.00000000e+00 4.35051855e+02 1.20000000e+01 4.00000000e+00\n",
      "  2.80000000e+01 0.00000000e+00 4.35400000e+02 4.35051855e+02\n",
      "  7.00000000e+00 2.38000000e+02 3.00000000e-01]]\n",
      "[[  0.           1.           0.         777.           1.\n",
      "  516.25997748   8.           1.          37.           0.\n",
      "  516.6        516.25997748   9.          62.1          4.8       ]]\n",
      "[[  0.          0.          0.        806.          1.        427.1796957\n",
      "    4.          0.         33.          0.        427.5       427.1796957\n",
      "    4.         67.4         5.3      ]]\n",
      "[[  0.           0.           0.         649.           1.\n",
      "  405.12594605   7.           1.          29.           0.\n",
      "  405.5        405.12594605   6.         107.           5.2       ]]\n",
      "[[  0.          0.          0.        584.          1.        420.1822355\n",
      "    9.          2.         31.          0.        420.4       420.1822355\n",
      "    4.        121.          1.6      ]]\n",
      "[[  2.           0.           0.         728.           1.\n",
      "  476.24235553   6.           2.          35.           0.\n",
      "  476.6        476.24235553  10.          98.           4.2       ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 9.74000000e+02\n",
      "  1.00000000e+00 4.80223351e+02 9.00000000e+00 2.00000000e+00\n",
      "  3.50000000e+01 0.00000000e+00 4.80500000e+02 4.80223351e+02\n",
      "  7.00000000e+00 1.40000000e+02 3.00000000e-01]]\n",
      "[[  0.           0.           0.         566.           1.\n",
      "  390.14403847   7.           2.          29.           0.\n",
      "  390.4        390.14403847   6.         117.           3.3       ]]\n",
      "[[  0.         0.         0.       212.         1.       274.100354\n",
      "    2.         0.        17.         0.       275.21     274.100354\n",
      "    6.         6.5        3.5     ]]\n",
      "[[  0.           0.           0.         872.           1.\n",
      "  469.19026038   4.           0.          36.           0.\n",
      "  469.5        469.19026038   3.          73.1          5.2       ]]\n",
      "[[  0.          0.          0.        724.          1.        559.1865433\n",
      "    8.          2.         38.          0.        560.5       559.1865433\n",
      "    8.         95.1         4.7      ]]\n",
      "[[  1.           0.           0.         816.           1.\n",
      "  521.31143815   8.           2.          38.           0.\n",
      "  521.7        521.31143815   7.         103.           3.7       ]]\n",
      "[[  0.           0.           0.         588.           1.\n",
      "  379.00451076   9.           1.          25.           0.\n",
      "  379.4        379.00451076   3.         175.           2.7       ]]\n",
      "[[  1.           0.           0.         542.           1.\n",
      "  391.18198133   8.           2.          28.           0.\n",
      "  391.4        391.18198133   5.          81.6          3.6       ]]\n",
      "[[  0.           1.           0.         527.           1.\n",
      "  331.12084341   3.           2.          25.           0.\n",
      "  331.4        331.12084341   4.          66.4          5.1       ]]\n",
      "[[  0.        0.        0.      438.        1.      354.99564   3.\n",
      "    3.       22.        0.      356.17    354.99564   1.       81.2\n",
      "    3.9    ]]\n",
      "[[  0.           0.           0.         645.           1.\n",
      "  412.18992603   4.           3.          31.           0.\n",
      "  412.5        412.18992603   6.          94.7          3.9       ]]\n",
      "[[  0.           0.           0.         688.           1.\n",
      "  440.22122616   4.           2.          33.           0.\n",
      "  440.5        440.22122616   6.          71.9          4.5       ]]\n",
      "[[  0.           0.           0.         656.           1.\n",
      "  490.30562449   8.           1.          36.           0.\n",
      "  490.6        490.30562449   7.          66.           4.5       ]]\n",
      "[[  0.           0.           0.         530.           1.\n",
      "  410.16780843  11.           1.          29.           0.\n",
      "  410.4        410.16780843   3.          89.6          1.5       ]]\n",
      "[[  0.           0.           0.         829.           1.\n",
      "  458.11904672   6.           2.          34.           0.\n",
      "  458.4        458.11904672   5.          87.3          4.1       ]]\n",
      "[[  0.           0.           0.         456.           1.\n",
      "  345.12888313   6.           1.          25.           0.\n",
      "  345.3        345.12888313   6.          67.9          3.9       ]]\n",
      "[[  1.          0.          0.        775.          1.        511.0831915\n",
      "    8.          1.         34.          0.        511.9       511.0831915\n",
      "    9.         83.1         5.6      ]]\n",
      "[[  0.          0.          0.        549.          1.        428.0076939\n",
      "    6.          1.         27.          0.        429.3       428.0076939\n",
      "    5.         88.          4.5      ]]\n",
      "[[  0.           0.           0.         310.           1.\n",
      "  255.14839557   4.           2.          19.           0.\n",
      "  255.32       255.14839557   3.          68.2          2.3       ]]\n",
      "[[  1.           0.           0.         666.           1.\n",
      "  406.16410521   5.           1.          30.           0.\n",
      "  406.4        406.16410521   4.          95.6          2.        ]]\n",
      "[[  0.         0.         0.       523.         1.       430.023344\n",
      "    6.         1.        27.         0.       431.3      430.023344\n",
      "    5.        88.         5.1     ]]\n",
      "[[  1.           0.           0.         949.           1.\n",
      "  623.25999717   8.           2.          43.           0.\n",
      "  623.8        623.25999717  10.         157.           5.1       ]]\n",
      "[[  1.          0.          0.        801.          1.        479.1724174\n",
      "    6.          4.         34.          0.        480.        479.1724174\n",
      "    6.        103.          2.7      ]]\n",
      "[[  0.           0.           0.         812.           1.\n",
      "  410.10601907   7.           2.          28.           0.\n",
      "  410.4        410.10601907   4.         128.           1.        ]]\n",
      "[[  1.          0.          0.        756.          1.        461.2087846\n",
      "    8.          3.         34.          0.        461.5       461.2087846\n",
      "    6.        116.          2.9      ]]\n",
      "[[  0.          0.          0.        867.          1.        512.1062891\n",
      "    8.          2.         36.          0.        512.9       512.1062891\n",
      "    7.        107.          4.       ]]\n",
      "[[  0.          0.          0.        803.          1.        468.0800744\n",
      "    8.          3.         33.          0.        468.8       468.0800744\n",
      "    5.        106.          3.8      ]]\n",
      "[[  0.           0.           0.         717.           1.\n",
      "  432.23860756   5.           1.          32.           0.\n",
      "  432.5        432.23860756   6.          85.8          2.9       ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 1.05000000e+03\n",
      "  1.00000000e+00 6.26150999e+02 1.20000000e+01 2.00000000e+00\n",
      "  4.30000000e+01 0.00000000e+00 6.26600000e+02 6.26150999e+02\n",
      "  9.00000000e+00 1.24000000e+02 6.40000000e+00]]\n",
      "[[1 0 0 451 3 478.134547 3 3 31 0 479.9 478.134547 6 26.7 None]]\n",
      "[[  0.           0.           0.         425.           1.\n",
      "  380.26884506   5.           3.          28.           0.\n",
      "  380.5        380.26884506  11.          80.3          4.1       ]]\n",
      "[[  2.           0.           0.         463.           1.\n",
      "  385.21138975   7.           5.          28.           0.\n",
      "  385.5        385.21138975   9.         115.           2.2       ]]\n",
      "[[  1.           0.           0.         720.           1.\n",
      "  431.07627629   9.           0.          29.           0.\n",
      "  431.4        431.07627629   1.         122.           2.9       ]]\n",
      "[[  0.        0.        0.      669.        1.      591.09134   7.\n",
      "    4.       34.        0.      591.5     591.09134   9.      140.\n",
      "    4.6    ]]\n",
      "[[  0.        0.        0.      549.        1.      470.11782   6.\n",
      "    4.       30.        0.      471.4     470.11782   7.      111.\n",
      "    2.9    ]]\n",
      "[[  1.           0.           0.         663.           1.\n",
      "  441.14463063   8.           2.          30.           0.\n",
      "  441.5        441.14463063   4.         129.           3.2       ]]\n",
      "[[  1.           0.           0.         872.           1.\n",
      "  576.25729214  11.           2.          42.           0.\n",
      "  576.6        576.25729214   8.          99.2          4.2       ]]\n",
      "[[1.20000000e+01 4.00000000e+00 0.00000000e+00 1.06000000e+03\n",
      "  1.00000000e+00 6.22408083e+02 9.00000000e+00 4.00000000e+00\n",
      "  4.40000000e+01 0.00000000e+00 6.22800000e+02 6.22408083e+02\n",
      "  7.00000000e+00 1.35000000e+02 6.00000000e+00]]\n",
      "[[  0.           0.           0.         413.           1.\n",
      "  270.05282342   5.           3.          20.           0.\n",
      "  270.24       270.05282342   1.          87.           1.7       ]]\n",
      "[[  5.          0.          0.        748.          1.        446.0849114\n",
      "   11.          6.         32.          0.        446.4       446.0849114\n",
      "    4.        183.          1.1      ]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 6.68000000e+02\n",
      "  1.00000000e+00 3.89175084e+02 8.00000000e+00 2.00000000e+00\n",
      "  2.80000000e+01 0.00000000e+00 3.89400000e+02 3.89175084e+02\n",
      "  5.00000000e+00 8.21000000e+01 6.00000000e-01]]\n",
      "[[  0.           0.           0.         545.           1.\n",
      "  357.09608521   8.           4.          26.           0.\n",
      "  357.32       357.09608521   7.         149.           2.2       ]]\n",
      "[[  0.           0.           0.         644.           1.\n",
      "  444.20088464   8.           4.          32.           0.\n",
      "  444.5        444.20088464   8.         135.           3.3       ]]\n",
      "[[7.00000000e+00 0.00000000e+00 0.00000000e+00 1.21000000e+03\n",
      "  1.00000000e+00 5.05319209e+02 5.00000000e+00 0.00000000e+00\n",
      "  3.70000000e+01 0.00000000e+00 5.05700000e+02 5.05319209e+02\n",
      "  2.00000000e+00 8.42000000e+01 6.70000000e+00]]\n",
      "[[ 0.00000000e+00  0.00000000e+00  0.00000000e+00  6.78000000e+02\n",
      "   1.00000000e+00  3.71116444e+02  7.00000000e+00  1.00000000e+00\n",
      "   2.60000000e+01  0.00000000e+00  3.71400000e+02  3.71116444e+02\n",
      "   5.00000000e+00  1.29000000e+02 -5.00000000e-01]]\n",
      "[[  3.           0.           0.         614.           1.\n",
      "  477.17559884   6.           4.          32.           0.\n",
      "  477.6        477.17559884  12.         161.           3.5       ]]\n",
      "[[  0.          0.          0.        513.          1.        390.2179523\n",
      "    7.          5.         28.          0.        390.5       390.2179523\n",
      "    7.        111.          2.4      ]]\n",
      "[[  0.           0.           0.         623.           1.\n",
      "  470.25694296   4.           2.          35.           0.\n",
      "  470.6        470.25694296   7.          57.9          6.1       ]]\n",
      "[[  0.           1.           0.         492.           1.\n",
      "  318.06742811   5.           3.          22.           0.\n",
      "  318.3        318.06742811   5.         104.           1.7       ]]\n",
      "[[  2.           0.           0.         619.           1.\n",
      "  424.19982201   6.           2.          31.           0.\n",
      "  424.5        424.19982201  10.          95.9          1.3       ]]\n",
      "[[  0.          0.          0.        380.          1.        357.1010823\n",
      "    4.          1.         23.          0.        358.3       357.1010823\n",
      "    9.         58.4         2.9      ]]\n",
      "[[  1.           0.           0.         278.           1.\n",
      "  257.10117059   7.           7.          18.           0.\n",
      "  257.24       257.10117059   5.         148.          -1.3       ]]\n",
      "[[  0.          0.          0.        413.          1.        319.0948358\n",
      "    6.          4.         22.          0.        319.75      319.0948358\n",
      "    4.        145.          1.7      ]]\n",
      "[[  0.           0.           1.         488.           1.\n",
      "  336.12358306   4.           0.          25.           0.\n",
      "  336.4        336.12358306   2.          40.8          3.6       ]]\n",
      "[[  5.           0.           0.         458.           1.\n",
      "  328.07943209   9.           5.          23.           0.\n",
      "  328.27       328.07943209   2.         146.          -1.        ]]\n",
      "[[0 0 0 93.1 2 153.0556563 3 1 9 0 153.61 153.0556563 2 37.3 None]]\n",
      "[[  8.          0.          0.        805.          1.        392.1999022\n",
      "    6.          3.         28.          0.        392.5       392.1999022\n",
      "    2.         94.8         1.9      ]]\n",
      "[[8.00000000e+00 0.00000000e+00 0.00000000e+00 1.05000000e+03\n",
      "  1.00000000e+00 5.04252332e+02 8.00000000e+00 1.00000000e+00\n",
      "  3.60000000e+01 0.00000000e+00 5.04600000e+02 5.04252332e+02\n",
      "  8.00000000e+00 1.07000000e+02 3.60000000e+00]]\n",
      "[[  1.          0.          0.        286.          1.        307.2147438\n",
      "    4.          2.         22.          0.        307.4       307.2147438\n",
      "   11.         50.7         2.8      ]]\n",
      "[[1 0 0 140 2 196.0978555 3 1 12 0 196.67 196.0978555 4 52.3 None]]\n",
      "[[ 10.           0.           0.         861.           1.\n",
      "  456.36034541   3.           2.          33.           0.\n",
      "  456.7        456.36034541   2.          57.5          8.2       ]]\n",
      "[[  0.           0.           0.         551.           1.\n",
      "  348.20893014   2.           1.          26.           0.\n",
      "  348.5        348.20893014   3.          37.3          7.6       ]]\n",
      "[[  5.           0.           0.         609.           1.\n",
      "  350.10487625   6.           1.          24.           0.\n",
      "  350.4        350.10487625   3.         128.           1.4       ]]\n",
      "[[  1.           0.           0.         750.           1.\n",
      "  430.06104076   9.           2.          29.           0.\n",
      "  430.4        430.06104076   5.         116.           2.3       ]]\n",
      "[[ 6.00000000e+00  0.00000000e+00  0.00000000e+00  6.50000000e+02\n",
      "   1.00000000e+00  3.26100168e+02  8.00000000e+00  2.00000000e+00\n",
      "   2.30000000e+01  0.00000000e+00  3.26300000e+02  3.26100168e+02\n",
      "   1.00000000e+00  1.19000000e+02 -3.00000000e-01]]\n",
      "[[  5.           2.           0.         541.           1.\n",
      "  415.27225868   4.           4.          30.           0.\n",
      "  415.6        415.27225868  12.          89.8          2.8       ]]\n",
      "[[  0.           0.           0.         434.           1.\n",
      "  324.14739251   4.           1.          24.           0.\n",
      "  324.4        324.14739251   6.          64.4          3.        ]]\n",
      "[[  0.           0.           0.         424.           1.\n",
      "  284.06847348   5.           2.          21.           0.\n",
      "  284.26       284.06847348   2.          76.           3.        ]]\n",
      "[[  0.        1.        0.      841.        1.      492.97319   6.\n",
      "    2.       31.        0.      494.3     492.97319   3.      129.\n",
      "    4.3    ]]\n",
      "[[  4.           0.           0.         422.           1.\n",
      "  311.22491456   2.           1.          23.           0.\n",
      "  311.5        311.22491456   5.          23.5          4.3       ]]\n",
      "[[8.00000000e+00 0.00000000e+00 0.00000000e+00 1.35000000e+03\n",
      "  1.00000000e+00 8.06429088e+02 1.00000000e+01 8.00000000e+00\n",
      "  5.80000000e+01 0.00000000e+00 8.06900000e+02 8.06429088e+02\n",
      "  1.50000000e+01 1.95000000e+02 3.30000000e+00]]\n",
      "[[  1.           0.           0.         278.           1.\n",
      "  325.22530848   5.           2.          23.           0.\n",
      "  325.4        325.22530848  12.          60.           1.9       ]]\n",
      "[[19 0 0 2660 2 1511.478536 35 21 101 0 1512.6 1511.478536 36 770 None]]\n",
      "[[2 0 0 500 1 384.1968855 6 4 28 0 384.2 384.1968855 9 124 None]]\n",
      "[[  0.          0.          0.        734.          1.        529.1647452\n",
      "    8.          1.         36.          0.        530.4       529.1647452\n",
      "    9.         82.9         5.4      ]]\n",
      "[[  1.           0.           0.         515.           1.\n",
      "  370.14411865   6.           2.          27.           0.\n",
      "  370.4        370.14411865   5.          84.7          3.        ]]\n",
      "[[ 3.0000000e+00  1.0000000e+00  0.0000000e+00  4.5000000e+02\n",
      "   1.0000000e+00  3.3200078e+02  5.0000000e+00  3.0000000e+00\n",
      "   1.9000000e+01  0.0000000e+00  3.3313000e+02  3.3200078e+02\n",
      "   3.0000000e+00  9.9100000e+01 -4.0000000e-01]]\n",
      "[[0 0 0 256 2 411.97395 2 2 19 0 412.59 409.976 3 29.3 None]]\n",
      "[[  9.           0.           0.         862.           1.\n",
      "  430.23553881   6.           2.          31.           0.\n",
      "  430.5        430.23553881   4.          93.1          2.5       ]]\n",
      "[[  0.           0.           0.         200.           1.\n",
      "  223.12084341   3.           2.          16.           0.\n",
      "  223.27       223.12084341   6.          58.6          1.9       ]]\n",
      "[[0 0 0 330 2 343.155036 5 1 23 0 343.8 343.155036 8 48 None]]\n",
      "[[  0.           0.           0.         528.           1.\n",
      "  364.10929293   7.           3.          25.           0.\n",
      "  364.4        364.10929293   8.         127.           2.8       ]]\n",
      "[[1 0 0 247 2 275.0843696 2 2 17 0 276.2 275.0843696 4 29.1 None]]\n",
      "[[  0.           0.           0.         294.           1.\n",
      "  246.02318052   6.           0.          14.           0.\n",
      "  246.3        246.02318052   7.         104.          -0.5       ]]\n",
      "[[  2.           0.           0.         284.           1.\n",
      "  222.10381362   5.           3.          14.           0.\n",
      "  222.31       222.10381362   7.         113.          -0.6       ]]\n",
      "[[1 0 0 408 2 473.013446 5 1 29 0 474.8 473.013446 7 109 None]]\n",
      "[[5 0 0 500 2 439.13582 5 1 27 0 440.4 439.13582 8 59.1 None]]\n",
      "[[  0.           0.           0.         776.           1.\n",
      "  471.11404395   6.           3.          34.           0.\n",
      "  471.5        471.11404395   5.         104.           5.8       ]]\n",
      "[[  2.           0.           0.         322.           1.\n",
      "  254.15180919   4.           1.          18.           0.\n",
      "  254.32       254.15180919   8.          63.6          4.        ]]\n",
      "[[  0.        0.        0.      472.        1.      477.97566   5.\n",
      "    2.       25.        0.      478.7     477.97566   6.       50.4\n",
      "    5.6    ]]\n",
      "[[  5.           0.           0.         611.           1.\n",
      "  397.22128573   6.           2.          28.           0.\n",
      "  397.5        397.22128573  10.         117.           1.2       ]]\n",
      "[[  3.           0.           0.         727.           1.\n",
      "  487.21072105   5.           4.          36.           0.\n",
      "  487.5        487.21072105  11.         120.           3.        ]]\n",
      "[[  1.           0.           0.         685.           1.\n",
      "  415.15568639   7.           2.          31.           0.\n",
      "  415.4        415.15568639   5.          99.2          3.7       ]]\n",
      "[[8.00000000e+00 0.00000000e+00 0.00000000e+00 1.64000000e+03\n",
      "  1.00000000e+00 9.46382966e+02 1.30000000e+01 1.20000000e+01\n",
      "  6.60000000e+01 0.00000000e+00 9.47100000e+02 9.46382966e+02\n",
      "  1.60000000e+01 3.77000000e+02 5.00000000e-01]]\n",
      "[[  1.           0.           0.         382.           1.\n",
      "  306.17321334   2.           3.          23.           0.\n",
      "  306.4        306.17321334   4.          48.           3.2       ]]\n",
      "[[  0.           1.           0.         446.           1.\n",
      "  289.02089246   5.           1.          20.           0.\n",
      "  289.28       289.02089246   2.          84.6          3.1       ]]\n",
      "[[  2.           0.           0.         647.           1.\n",
      "  363.14705816   5.           2.          27.           0.\n",
      "  363.4        363.14705816   3.          75.6          2.3       ]]\n",
      "[[  0.           0.           0.         968.           1.\n",
      "  624.27842151  10.           2.          45.           0.\n",
      "  624.7        624.27842151   9.         108.           3.5       ]]\n",
      "[[  0.           0.           0.         516.           1.\n",
      "  388.20115942   5.           2.          29.           0.\n",
      "  388.5        388.20115942   6.          82.7          3.8       ]]\n",
      "[[  0.           0.           0.         479.           1.\n",
      "  352.14230713   5.           3.          26.           0.\n",
      "  352.4        352.14230713   3.          87.6          3.7       ]]\n",
      "[[  0.          0.          0.        418.          1.        341.1407234\n",
      "    4.          2.         24.          0.        341.8       341.1407234\n",
      "    3.         70.8         3.1      ]]\n",
      "[[  0.          0.          0.        688.          1.        496.1560563\n",
      "    8.          2.         34.          0.        497.        496.1560563\n",
      "    6.        122.          3.4      ]]\n",
      "[[  0.        0.        0.      710.        1.      550.18042   8.\n",
      "    1.       36.        0.      551.5     550.18042   5.       80.6\n",
      "    3.3    ]]\n",
      "[[  2.           0.           0.         629.           1.\n",
      "  442.20163353   9.           4.          32.           0.\n",
      "  442.5        442.20163353   6.         109.           3.4       ]]\n",
      "[[  0.          0.          0.        680.          1.        495.1601214\n",
      "    3.          1.         36.          0.        496.        495.1601214\n",
      "    8.         51.5         7.8      ]]\n",
      "[[  0.           0.           0.         900.           1.\n",
      "  499.13142535   8.           2.          36.           0.\n",
      "  499.5        499.13142535   6.         130.           3.6       ]]\n",
      "[[  0.           0.           0.         745.           1.\n",
      "  462.18379528   7.           1.          33.           0.\n",
      "  462.6        462.18379528   5.          91.2          3.4       ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 1.07000000e+03\n",
      "  1.00000000e+00 5.79284555e+02 5.00000000e+00 2.00000000e+00\n",
      "  4.30000000e+01 0.00000000e+00 5.79700000e+02 5.79284555e+02\n",
      "  7.00000000e+00 1.03000000e+02 4.40000000e+00]]\n",
      "[[  0.          0.          0.        389.          1.        355.1199879\n",
      "    6.          3.         25.          0.        355.8       355.1199879\n",
      "    7.         83.          3.8      ]]\n",
      "[[4.00000000e+00 0.00000000e+00 0.00000000e+00 7.55000000e+02\n",
      "  1.00000000e+00 4.99217932e+02 1.10000000e+01 6.00000000e+00\n",
      "  3.60000000e+01 0.00000000e+00 4.99500000e+02 4.99217932e+02\n",
      "  1.00000000e+01 1.98000000e+02 5.00000000e-01]]\n",
      "[[  0.           0.           0.         587.           1.\n",
      "  377.12700868  10.           1.          26.           0.\n",
      "  377.4        377.12700868   3.         136.          -0.6       ]]\n",
      "[[  0.           0.           0.         867.           1.\n",
      "  482.26817635   5.           1.          36.           0.\n",
      "  482.6        482.26817635   3.          72.4          5.2       ]]\n",
      "[[  1.         0.         0.       720.         1.       419.151288\n",
      "    4.         3.        30.         0.       419.9      419.151288\n",
      "    3.        73.         3.5     ]]\n",
      "[[  0.           0.           0.         763.           1.\n",
      "  518.12897814  11.           2.          37.           0.\n",
      "  518.4        518.12897814   5.          80.6          5.4       ]]\n",
      "[[  0.         0.         0.       450.         1.       371.151288\n",
      "    4.         2.        26.         0.       371.9      371.151288\n",
      "   11.        82.3        4.3     ]]\n",
      "[[  0.         1.         0.       520.         1.       434.976666\n",
      "    4.         0.        27.         0.       436.7      434.976666\n",
      "    5.        67.1        7.3     ]]\n",
      "[[  0.           0.           0.         358.           1.\n",
      "  302.16304258   4.           1.          22.           0.\n",
      "  302.37       302.16304258   6.          54.7          2.5       ]]\n",
      "[[  0.          0.          0.        388.          1.        318.0995868\n",
      "    6.          1.         22.          0.        318.76      318.0995868\n",
      "    3.         91.7         1.9      ]]\n",
      "[[  0.           0.           0.         470.           1.\n",
      "  349.12872275   8.           1.          26.           0.\n",
      "  349.3        349.12872275   4.         114.           1.8       ]]\n",
      "[[  0.           0.           0.         572.           1.\n",
      "  417.21647513   6.           1.          31.           0.\n",
      "  417.5        417.21647513   6.          78.4          3.3       ]]\n",
      "[[  0.           1.           0.         692.           1.\n",
      "  469.21138975   7.           2.          35.           0.\n",
      "  469.5        469.21138975   9.          98.3          4.3       ]]\n",
      "[[  2.          0.          0.        553.          1.        399.1349693\n",
      "    3.          3.         28.          0.        399.9       399.1349693\n",
      "    6.         85.4         3.2      ]]\n",
      "[[  1.           0.           0.         363.           1.\n",
      "  388.15307249   4.           1.          26.           0.\n",
      "  388.6        388.15307249  13.          87.9          5.5       ]]\n",
      "[[  0.         0.         0.       645.         1.       464.103148\n",
      "    7.         3.        32.         0.       465.3      464.103148\n",
      "    7.       115.         4.3     ]]\n",
      "[[  0.           0.           0.         624.           1.\n",
      "  434.19540533   7.           3.          32.           0.\n",
      "  434.5        434.19540533  12.         106.           4.        ]]\n",
      "[[  0.           0.           0.         726.           1.\n",
      "  508.16412246  12.           2.          36.           0.\n",
      "  508.6        508.16412246   7.         167.           1.3       ]]\n",
      "[[  0.           0.           0.         708.           1.\n",
      "  446.16780843   7.           1.          32.           0.\n",
      "  446.4        446.16780843   6.          87.1          4.2       ]]\n",
      "[[  0.           0.           0.         915.           1.\n",
      "  513.19469432   9.           1.          37.           0.\n",
      "  513.6        513.19469432   4.         120.           3.3       ]]\n",
      "[[  0.          1.          0.        774.          1.        461.1506193\n",
      "    4.          1.         33.          0.        461.9       461.1506193\n",
      "    3.         65.8         3.9      ]]\n",
      "[[  0.           0.           0.         443.           1.\n",
      "  368.14193047   8.           2.          26.           0.\n",
      "  368.5        368.14193047   4.         117.           2.6       ]]\n",
      "[[  0.           0.           0.         615.           1.\n",
      "  414.18042398   7.           2.          31.           0.\n",
      "  414.5        414.18042398   6.         103.           2.6       ]]\n",
      "[[1.10000000e+01 0.00000000e+00 0.00000000e+00 1.69000000e+03\n",
      "  1.00000000e+00 8.35377906e+02 1.40000000e+01 3.00000000e+00\n",
      "  6.00000000e+01 0.00000000e+00 8.35900000e+02 8.35377906e+02\n",
      "  1.50000000e+01 2.02000000e+02 2.70000000e+00]]\n",
      "[[  0.           0.           0.         795.           1.\n",
      "  501.16999905   7.           2.          37.           0.\n",
      "  501.5        501.16999905   8.          98.8          5.4       ]]\n",
      "[[  0.           1.           0.         212.           1.\n",
      "  180.04225874   4.           3.          13.           0.\n",
      "  180.16       180.04225874   2.          77.8          1.2       ]]\n",
      "[[0 0 0 520 2 386.10737817 10 4 27 0 386.31 386.10737817 5 191 None]]\n",
      "[[  6.           2.           0.         688.           1.\n",
      "  416.32904528   3.           3.          30.           0.\n",
      "  416.6        416.32904528   6.          60.7          5.1       ]]\n",
      "[[2 0 0 900 2 511.1128369 10 5 35 0 511.5 511.1128369 7 221 None]]\n",
      "[[  3.          0.          0.        533.          1.        406.1811912\n",
      "    2.          2.         29.          0.        406.9       406.1811912\n",
      "    5.         41.1         5.9      ]]\n",
      "[[  1.           0.           0.         382.           1.\n",
      "  300.16264865   1.           2.          23.           0.\n",
      "  300.4        300.16264865   4.          27.8          4.6       ]]\n",
      "[[1 0 0 742 2 685.960057 2 0 41 0 687.7 683.963007 9 18 None]]\n",
      "[[  2.           0.           0.         434.           1.\n",
      "  362.22055745   4.           2.          26.           0.\n",
      "  362.5        362.22055745  12.          84.5          3.9       ]]\n",
      "[[0 0 0 695 2 494.14713499 9 3 34 0 494.5 494.14713499 9 200 None]]\n",
      "[[  1.         0.         0.       742.         1.       348.111007\n",
      "    5.         1.        26.         0.       348.4      348.111007\n",
      "    1.        79.7        1.      ]]\n",
      "[[  5.           0.           0.         574.           1.\n",
      "  444.14067324   7.           4.          31.           0.\n",
      "  444.5        444.14067324   5.         118.           3.2       ]]\n",
      "[[  0.          0.          0.        671.          1.        485.1629955\n",
      "    8.          2.         34.          0.        485.9       485.1629955\n",
      "    9.         88.6         3.9      ]]\n",
      "[[  4.           0.           0.         318.           1.\n",
      "  196.07355887   4.           0.          14.           0.\n",
      "  196.2        196.07355887   0.          52.6          0.6       ]]\n",
      "[[  4.          0.          0.        582.          1.        359.1492636\n",
      "    7.          3.         25.          0.        359.35      359.1492636\n",
      "    7.        121.          0.6      ]]\n",
      "[[  0.           1.           0.         341.           1.\n",
      "  305.19909373   3.           2.          22.           0.\n",
      "  305.4        305.19909373   9.          58.6          3.6       ]]\n",
      "[[1 0 0 522 2 322.03478493 7 2 21 0 322.28 322.03478493 2 157 None]]\n",
      "[[  1.           0.           0.         261.           1.\n",
      "  226.09535694   6.           5.          16.           0.\n",
      "  226.23       226.09535694   4.         116.          -2.2       ]]\n",
      "[[0 0 0 169 4 373.060151 6 4 13 0 373.27 373.060151 0 76.6 None]]\n",
      "[[  0.         0.         0.       549.         1.       423.005658\n",
      "    5.         2.        27.         0.       424.7      423.005658\n",
      "    5.       117.         3.9     ]]\n",
      "[[5.00000000e+00 0.00000000e+00 0.00000000e+00 1.18000000e+03\n",
      "  1.00000000e+00 7.19425799e+02 8.00000000e+00 4.00000000e+00\n",
      "  5.20000000e+01 0.00000000e+00 7.19900000e+02 7.19425799e+02\n",
      "  2.00000000e+01 1.59000000e+02 4.70000000e+00]]\n",
      "[[  1.           0.           0.         281.           1.\n",
      "  260.17360726   4.           2.          18.           0.\n",
      "  260.33       260.17360726   9.          90.6          1.9       ]]\n",
      "[[  0.           0.           0.         382.           1.\n",
      "  257.11756955   4.           2.          18.           0.\n",
      "  257.26       257.11756955   5.          78.5          2.6       ]]\n",
      "[[  0.          0.          0.        156.          1.        213.0071819\n",
      "    3.          1.         12.          0.        214.05      213.0071819\n",
      "    4.         61.8         1.5      ]]\n",
      "[[0 0 0 510 2 401.1870048 4 1 28 0 401.9 401.1870048 8 45.1 None]]\n",
      "[[  1.           0.           0.         508.           1.\n",
      "  406.18925733   5.           3.          30.           0.\n",
      "  406.5        406.18925733  10.          75.7          4.2       ]]\n",
      "[[  0.           0.           0.         608.           1.\n",
      "  456.26375968   6.           4.          34.           0.\n",
      "  456.6        456.26375968   8.          87.           5.4       ]]\n",
      "[[  0.           0.           0.         625.           1.\n",
      "  450.20671891   7.           1.          33.           0.\n",
      "  450.5        450.20671891   8.          72.5          4.9       ]]\n",
      "[[  3.          0.          0.        606.          1.        367.0393548\n",
      "    6.          3.         24.          0.        367.8       367.0393548\n",
      "    4.        138.         -1.8      ]]\n",
      "[[  2.           1.           0.         739.           1.\n",
      "  395.03581089  10.           4.          26.           0.\n",
      "  395.4        395.03581089   5.         212.           0.        ]]\n",
      "[[2.00000000e+00 2.00000000e+00 0.00000000e+00 1.16000000e+03\n",
      "  1.00000000e+00 6.20118161e+02 1.40000000e+01 2.00000000e+00\n",
      "  4.10000000e+01 0.00000000e+00 6.20700000e+02 6.20118161e+02\n",
      "  1.20000000e+01 2.57000000e+02 4.70000000e+00]]\n",
      "[[3 0 0 1250 2 667.12434547 13 3 45 0 667.7 667.12434547 9 274 None]]\n",
      "[[2 1 0 1100 2 620.07775253 17 7 40 0 620.6 620.07775253 9 334 None]]\n",
      "[[3 1 0 699 2 407.11510658 8 5 28 0 407.4 407.11510658 5 159 None]]\n",
      "[[2 1 0 945 2 559.0056892 13 4 35 0 560 559.0056892 9 256 None]]\n",
      "[[  0.           0.           0.         577.           1.\n",
      "  381.07588237   7.           1.          26.           0.\n",
      "  381.4        381.07588237   3.          86.4          3.4       ]]\n",
      "[[  3.           0.           0.         600.           1.\n",
      "  347.09397721   6.           3.          24.           0.\n",
      "  347.4        347.09397721   4.         138.           0.6       ]]\n",
      "[[1.10000000e+01 1.00000000e+00 0.00000000e+00 1.79000000e+03\n",
      "  1.00000000e+00 8.31346605e+02 1.40000000e+01 4.00000000e+00\n",
      "  6.00000000e+01 0.00000000e+00 8.31900000e+02 8.31346605e+02\n",
      "  1.40000000e+01 2.21000000e+02 2.00000000e+00]]\n",
      "[[3.00000000e+00 0.00000000e+00 0.00000000e+00 6.97000000e+02\n",
      "  1.00000000e+00 3.49109627e+02 6.00000000e+00 3.00000000e+00\n",
      "  2.40000000e+01 0.00000000e+00 3.49400000e+02 3.49109627e+02\n",
      "  4.00000000e+00 1.38000000e+02 4.00000000e-01]]\n",
      "[[  2.           2.           0.         320.           1.\n",
      "  223.12084341   3.           1.          16.           0.\n",
      "  223.27       223.12084341   7.          72.7          0.8       ]]\n",
      "[[1 0 0 443 3 460.108726 5 3 29 0 461.8 460.108726 8 53 None]]\n",
      "[[0 0 0 516 2 383.0924358 5 0 27 0 383.8 383.0924358 2 40.8 None]]\n",
      "[[ 10.           0.           0.         605.           1.\n",
      "  392.29265977   4.           3.          28.           0.\n",
      "  392.6        392.29265977   4.          77.8          4.9       ]]\n",
      "[[  0.          0.          0.        250.          1.        303.0792842\n",
      "    3.          1.         19.          0.        304.2       303.0792842\n",
      "    9.         40.5         1.7      ]]\n",
      "[[  2.          0.          0.        342.          1.        322.0123269\n",
      "    5.          3.         20.          0.        323.13      322.0123269\n",
      "    5.        115.          1.1      ]]\n",
      "[[  2.          0.          0.        639.          1.        560.2419925\n",
      "    6.          2.         37.          0.        561.5       560.2419925\n",
      "   21.        121.          9.       ]]\n",
      "[[0.00000000e+00 2.00000000e+00 0.00000000e+00 6.49000000e+02\n",
      "  1.00000000e+00 5.04203196e+02 2.00000000e+00 6.00000000e+00\n",
      "  3.40000000e+01 0.00000000e+00 5.05400000e+02 5.04203196e+02\n",
      "  1.30000000e+01 1.78000000e+02 1.00000000e-01]]\n",
      "[[  0.          0.          0.         43.7         1.        155.0268547\n",
      "    1.          0.          8.          0.        156.05      155.0268547\n",
      "    4.          3.2         0.9      ]]\n",
      "[[  1.          0.          0.        395.          1.        273.0226421\n",
      "    3.          0.         17.          0.        273.74      273.0226421\n",
      "    1.         62.8         1.1      ]]\n",
      "[[0 0 0 264 2 325.1112531 3 1 21 0 326.3 325.1112531 6 19.4 None]]\n",
      "[[  1.          0.          0.        309.          1.        319.1815255\n",
      "    3.          1.         22.          0.        319.9       319.1815255\n",
      "    8.         28.2         4.6      ]]\n",
      "[[ 0.00000000e+00  0.00000000e+00  0.00000000e+00  5.32000000e+02\n",
      "   1.00000000e+00  2.94948826e+02  6.00000000e+00  2.00000000e+00\n",
      "   1.70000000e+01  0.00000000e+00  2.95700000e+02  2.94948826e+02\n",
      "   1.00000000e+00  1.35000000e+02 -2.00000000e-01]]\n",
      "[[  0.          0.          0.        191.          1.        212.9748192\n",
      "    2.          1.         13.          0.        214.04      212.9748192\n",
      "    0.         33.1         3.5      ]]\n",
      "[[1 1 0 368 2 390.1346349 6 2 27 0 390.9 390.1346349 7 90.7 None]]\n",
      "[[  0.          0.          0.        405.          1.        254.0579088\n",
      "    4.          2.         19.          0.        254.24      254.0579088\n",
      "    0.         74.6         3.5      ]]\n",
      "[[  0.           0.           0.         325.           1.\n",
      "  207.12592879   2.           1.          15.           0.\n",
      "  207.27       207.12592879   1.          40.5          2.        ]]\n",
      "[[  1.           0.           0.         417.           1.\n",
      "  279.06202218   6.           4.          18.           0.\n",
      "  279.19       279.06202218   6.         146.          -3.6       ]]\n",
      "[[  0.           0.           0.         511.           1.\n",
      "  343.17835829   5.           1.          25.           0.\n",
      "  343.4        343.17835829   5.          79.6          3.4       ]]\n",
      "[[  0.           0.           0.         485.           1.\n",
      "  369.21647513   5.           1.          27.           0.\n",
      "  369.5        369.21647513   7.          81.9          3.1       ]]\n",
      "[[1 0 0 422 2 393.1471119 4 2 27 0 393.9 393.1471119 6 12 None]]\n",
      "[[  4.           0.           0.         412.           1.\n",
      "  294.17321334   3.           1.          22.           0.\n",
      "  294.4        294.17321334   3.          36.4          2.7       ]]\n",
      "[[4 0 0 412 3 366.1265688 3 3 24 0 367.3 366.1265688 3 36.4 None]]\n",
      "[[  1.          0.          0.        333.          1.        288.0319997\n",
      "    3.          1.         18.          0.        289.15      288.0319997\n",
      "    4.         46.5         3.4      ]]\n",
      "[[  0.           0.           0.         571.           1.\n",
      "  331.13321962   7.           2.          24.           0.\n",
      "  331.34       331.13321962   3.          72.9         -1.1       ]]\n",
      "[[4 0 0 1560 3 1242.50040615 18 0 87 0 1243.5 1242.50040615 26 258 None]]\n",
      "[[1 0 0 466 2 404.08995 4 1 25 0 405.3 404.08995 5 36.3 None]]\n",
      "[[  3.         0.         0.       338.         1.       285.062867\n",
      "    7.         3.        19.         0.       285.69     285.062867\n",
      "    2.       119.         0.8     ]]\n",
      "[[1.80000000e+01 0.00000000e+00 0.00000000e+00 1.19000000e+03\n",
      "  1.00000000e+00 7.47476891e+02 1.40000000e+01 4.00000000e+00\n",
      "  5.20000000e+01 0.00000000e+00 7.48000000e+02 7.47476891e+02\n",
      "  8.00000000e+00 1.83000000e+02 3.20000000e+00]]\n",
      "[[2 1 0 495 2 459.1812508 6 2 32 0 460 459.1812508 8 87.1 None]]\n",
      "[[  4.           0.           0.         413.           1.\n",
      "  260.08084969   6.           3.          18.           0.\n",
      "  260.22       260.08084969   2.          99.1         -0.9       ]]\n",
      "[[9 0 0 502 2 460.1565488 7 5 28 0 461.4 460.1565488 7 128 None]]\n",
      "[[9 0 0 810 2 698.3862144 8 4 45 0 699.9 698.3862144 23 134 None]]\n",
      "[[  2.           0.           0.         633.           1.\n",
      "  468.25118888   6.           2.          34.           0.\n",
      "  468.6        468.25118888  10.          93.1          7.5       ]]\n",
      "[[  8.        0.        0.      929.        1.      466.19223   6.\n",
      "    1.       32.        0.      467.      466.19223   5.       80.7\n",
      "    3.8    ]]\n",
      "[[  4.          0.          0.        370.          1.        303.0534451\n",
      "    8.          3.         20.          0.        303.68      303.0534451\n",
      "    2.        119.          0.9      ]]\n",
      "[[  0.         0.         0.       232.         1.       242.070972\n",
      "    3.         0.        16.         0.       242.7      242.070972\n",
      "    5.        35.5        3.3     ]]\n",
      "[[0 1 0 708 2 597.2129448 9 4 42 0 598.1 597.2129448 14 145 None]]\n",
      "[[  0.          0.          0.        346.          1.        314.1549764\n",
      "    2.          0.         22.          0.        314.9       314.1549764\n",
      "    4.          6.5         5.2      ]]\n",
      "[[  0.          0.          0.        222.          1.        229.0173527\n",
      "    1.          2.         14.          0.        230.09      229.0173527\n",
      "    2.         36.4         1.6      ]]\n",
      "[[1 0 0 463 2 419.0264073 8 2 26 0 419.9 419.0264073 4 141 None]]\n",
      "[[  0.         0.         0.       604.         1.       378.902181\n",
      "    7.         3.        20.         0.       380.7      378.902181\n",
      "    3.       163.         1.2     ]]\n",
      "[[  0.          0.          0.        396.          1.        344.1080263\n",
      "    1.          0.         25.          0.        344.8       344.1080263\n",
      "    4.         17.8         5.       ]]\n",
      "[[  0.          0.          0.        446.          1.        326.1298243\n",
      "    3.          1.         23.          0.        326.8       326.1298243\n",
      "    1.         30.9         3.1      ]]\n",
      "[[  1.        0.        0.      624.        1.      531.06306   7.\n",
      "    3.       30.        0.      531.3     531.06306   4.       64.6\n",
      "    3.9    ]]\n",
      "[[  1.           0.           0.         740.           1.\n",
      "  399.16818753   6.           1.          29.           0.\n",
      "  399.4        399.16818753   5.          83.1          1.        ]]\n",
      "[[  0.           1.           0.         358.           1.\n",
      "  316.13107374   5.           1.          23.           0.\n",
      "  316.3        316.13107374   6.          57.2          3.7       ]]\n",
      "[[0 0 0 820 2 534.1822538 3 3 39 0 535 534.1822538 4 78.1 None]]\n",
      "[[  3.          0.          0.        307.          1.        251.1018393\n",
      "    7.          3.         18.          0.        251.24      251.1018393\n",
      "    2.        119.         -1.2      ]]\n",
      "[[  6.           0.           0.         827.           1.\n",
      "  402.20423868   6.           1.          29.           0.\n",
      "  402.5        402.20423868   4.          97.7          2.1       ]]\n",
      "[[8.00000000e+00 0.00000000e+00 0.00000000e+00 1.10000000e+03\n",
      "  1.00000000e+00 5.30278072e+02 6.00000000e+00 2.00000000e+00\n",
      "  3.90000000e+01 0.00000000e+00 5.30700000e+02 5.30278072e+02\n",
      "  5.00000000e+00 1.02000000e+02 3.90000000e+00]]\n",
      "[[  2.           2.           0.         401.           1.\n",
      "  232.14632988   2.           0.          17.           0.\n",
      "  232.32       232.14632988   0.          26.3          2.1       ]]\n",
      "[[  0.          0.          0.        667.          1.        443.2321252\n",
      "    6.          1.         33.          0.        443.5       443.2321252\n",
      "    5.         78.4         3.7      ]]\n",
      "[[  1.          0.          0.        558.          1.        449.1185439\n",
      "    6.          2.         30.          0.        450.3       449.1185439\n",
      "    5.         78.          3.7      ]]\n",
      "[[  0.           1.           0.         235.           1.\n",
      "  203.13101417   1.           0.          15.           0.\n",
      "  203.28       203.13101417   3.          20.3          2.8       ]]\n",
      "[[  1.          0.          0.        571.          1.        296.1412445\n",
      "    3.          0.         22.          0.        296.4       296.1412445\n",
      "    0.         43.4         3.8      ]]\n",
      "[[8.00000000e+00 1.00000000e+00 0.00000000e+00 1.16000000e+03\n",
      "  1.00000000e+00 5.14293054e+02 7.00000000e+00 4.00000000e+00\n",
      "  3.70000000e+01 0.00000000e+00 5.14600000e+02 5.14293054e+02\n",
      "  4.00000000e+00 1.32000000e+02 2.70000000e+00]]\n",
      "[[  0.           2.           0.         507.           1.\n",
      "  368.12598836   6.           2.          27.           0.\n",
      "  368.4        368.12598836   8.          93.1          3.2       ]]\n",
      "[[  5.           0.           0.         362.           1.\n",
      "  236.17763001   2.           1.          17.           0.\n",
      "  236.35       236.17763001   1.          29.5          2.8       ]]\n",
      "[[  5.           2.           0.         388.           1.\n",
      "  280.16745925   4.           2.          20.           0.\n",
      "  280.36       280.16745925   0.          66.8          2.        ]]\n",
      "[[0 0 0 365 2 311.1440774 1 1 22 0 311.8 311.1440774 3 3.2 None]]\n",
      "[[4 0 0 394 2 261.0516336 5 4 17 0 261.66 261.0516336 1 98.4 None]]\n",
      "[[ 10.           0.           0.         801.           1.\n",
      "  411.31372957   3.           2.          30.           0.\n",
      "  411.6        411.31372957   0.          41.5          3.5       ]]\n",
      "[[  1.          0.          0.        212.          1.        260.0248201\n",
      "    4.          1.         14.          0.        261.08      260.0248201\n",
      "    5.         41.6         0.6      ]]\n",
      "[[1.20000000e+01 1.00000000e+00 0.00000000e+00 2.33000000e+03\n",
      "  1.00000000e+00 1.20184137e+03 1.20000000e+01 5.00000000e+00\n",
      "  8.50000000e+01 0.00000000e+00 1.20260000e+03 1.20184137e+03\n",
      "  1.50000000e+01 2.79000000e+02 7.50000000e+00]]\n",
      "[[ 10.           0.           0.         692.           1.\n",
      "  402.36101411   3.           3.          29.           0.\n",
      "  402.7        402.36101411   3.          44.3          5.9       ]]\n",
      "[[  3.          0.          0.        576.          1.        355.2147438\n",
      "    4.          0.         26.          0.        355.5       355.2147438\n",
      "    4.         38.8         2.5      ]]\n",
      "[[0 0 0 423 2 323.1440774 1 1 23 0 323.9 323.1440774 0 3.2 None]]\n",
      "[[  8.          0.          0.        903.          1.        416.1754371\n",
      "    4.          0.         29.          0.        416.9       416.1754371\n",
      "    3.         60.4         3.6      ]]\n",
      "[[  4.           0.           0.         383.           1.\n",
      "  243.08552053   5.           4.          17.           0.\n",
      "  243.22       243.08552053   2.         129.          -2.1       ]]\n",
      "[[  4.           0.           0.         383.           1.\n",
      "  243.08552053   5.           4.          17.           0.\n",
      "  243.22       243.08552053   2.         129.          -2.1       ]]\n",
      "[[2.00000000e+00 0.00000000e+00 0.00000000e+00 3.32000000e+02\n",
      "  1.00000000e+00 1.90110613e+02 2.00000000e+00 1.00000000e+00\n",
      "  1.40000000e+01 0.00000000e+00 1.90240000e+02 1.90110613e+02\n",
      "  0.00000000e+00 3.23000000e+01 2.00000000e-01]]\n",
      "[[  0.           0.           0.         412.           1.\n",
      "  322.15420923   5.           3.          24.           0.\n",
      "  322.4        322.15420923   4.          91.8          2.4       ]]\n",
      "[[  0.          0.          0.        453.          1.        366.1135056\n",
      "    2.          2.         26.          0.        366.8       366.1135056\n",
      "    5.         64.4         4.7      ]]\n",
      "[[  0.           0.           0.         597.           1.\n",
      "  398.13789046   5.           2.          30.           0.\n",
      "  398.4        398.13789046   4.         103.           2.6       ]]\n",
      "[[  1.           0.           0.          92.9          1.\n",
      "  102.04292744   3.           2.           7.           0.\n",
      "  102.09       102.04292744   0.          64.4         -1.5       ]]\n",
      "[[  2.           0.           0.         461.           1.\n",
      "  422.27807233   5.           3.          30.           0.\n",
      "  422.6        422.27807233  16.         115.           6.3       ]]\n",
      "[[  0.           0.           0.         904.           1.\n",
      "  553.22376596   7.           3.          41.           0.\n",
      "  553.6        553.22376596   7.         123.           4.9       ]]\n",
      "[[  0.          0.          0.        757.          1.        471.2018877\n",
      "    7.          4.         35.          0.        471.5       471.2018877\n",
      "    9.        150.          1.7      ]]\n",
      "[[  0.           0.           0.         817.           1.\n",
      "  519.10105174  11.           2.          35.           0.\n",
      "  519.6        519.10105174   6.         148.           4.8       ]]\n",
      "[[  0.           1.           0.         215.           1.\n",
      "  182.09160897   5.           2.          13.           0.\n",
      "  182.18       182.09160897   3.          99.7         -0.6       ]]\n",
      "[[  0.           1.           0.         505.           1.\n",
      "  379.18959168   4.           4.          28.           0.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  379.5        379.18959168   9.          88.6          2.6       ]]\n",
      "[[4 0 0 1190 3 810.3386868 8 6 56 0 811.8 810.3386868 13 175 None]]\n",
      "[[  0.          1.          0.        665.          1.        469.1680809\n",
      "    7.          2.         33.          0.        469.9       469.1680809\n",
      "    7.         79.4         4.4      ]]\n",
      "[[  5.           0.           0.         644.           1.\n",
      "  416.11073222   9.           5.          30.           0.\n",
      "  416.4        416.11073222   4.         146.           0.7       ]]\n",
      "[[  0.           0.           0.         481.           1.\n",
      "  389.23885055   3.           1.          27.           0.\n",
      "  389.6        389.23885055   9.          71.5          7.1       ]]\n",
      "[[  0.           0.           0.         156.           1.\n",
      "  160.08479225   4.           2.          11.           0.\n",
      "  160.17       160.08479225   4.          69.6         -3.1       ]]\n",
      "[[5.00000000e+00 1.00000000e+00 0.00000000e+00 1.53000000e+03\n",
      "  1.00000000e+00 7.31300027e+02 1.00000000e+01 3.00000000e+00\n",
      "  5.10000000e+01 0.00000000e+00 7.31800000e+02 7.31300027e+02\n",
      "  8.00000000e+00 1.89000000e+02 3.30000000e+00]]\n",
      "[[  1.           0.           0.         731.           1.\n",
      "  474.23793885   6.           2.          35.           0.\n",
      "  474.6        474.23793885   6.          93.8          1.8       ]]\n",
      "[[  5.          0.          0.        472.          1.        408.1339662\n",
      "    6.          4.         28.          0.        408.9       408.1339662\n",
      "    6.         99.4         2.3      ]]\n",
      "[[  0.           0.           0.         248.           1.\n",
      "  178.02660867   4.           2.          13.           0.\n",
      "  178.14       178.02660867   0.          66.8          1.2       ]]\n",
      "[[  0.           1.           0.         534.           1.\n",
      "  391.22597719   3.           1.          29.           0.\n",
      "  391.5        391.22597719   8.          62.3          3.7       ]]\n",
      "[[1 0 0 337 2 341.1546421 2 1 24 0 341.9 341.1546421 6 12.5 None]]\n",
      "[[ 1.30000000e+01  0.00000000e+00  0.00000000e+00  3.48000000e+03\n",
      "   1.00000000e+00  1.61971037e+03  2.80000000e+01  2.20000000e+01\n",
      "   1.15000000e+02  0.00000000e+00  1.62070000e+03  1.61971037e+03\n",
      "   3.50000000e+01  7.02000000e+02 -5.10000000e+00]]\n",
      "[[  5.           0.           0.         853.           1.\n",
      "  547.23522172   9.           3.          38.           0.\n",
      "  547.7        547.23522172  12.         149.           2.9       ]]\n",
      "[[  0.         0.         0.       642.         1.       487.155722\n",
      "    9.         3.        33.         0.       488.       487.155722\n",
      "    7.       135.         3.6     ]]\n",
      "[[  6.           0.           0.         960.           1.\n",
      "  527.17914614  11.           5.          38.           0.\n",
      "  527.5        527.17914614   4.         186.           1.8       ]]\n",
      "[[  3.           0.           0.         356.           1.\n",
      "  228.08585488   4.           3.          16.           0.\n",
      "  228.21       228.08585488   2.         121.          -1.2       ]]\n",
      "[[  0.           0.           0.         540.           1.\n",
      "  373.10625598   6.           3.          28.           0.\n",
      "  373.4        373.10625598   4.         109.           3.8       ]]\n",
      "[[  8.           0.           0.         996.           1.\n",
      "  441.21513772   7.           1.          32.           0.\n",
      "  441.5        441.21513772   4.         102.           2.        ]]\n",
      "[[  1.        1.        0.      490.        1.      383.06332   3.\n",
      "    1.       24.        0.      384.3     383.06332   6.       65.8\n",
      "    4.3    ]]\n",
      "[[  2.           0.           0.         674.           1.\n",
      "  394.14163843   6.           0.          29.           0.\n",
      "  394.4        394.14163843   2.          63.2          3.7       ]]\n",
      "[[  6.           0.           0.         508.           1.\n",
      "  288.20893014   2.           1.          21.           0.\n",
      "  288.4        288.20893014   0.          37.3          3.2       ]]\n",
      "[[3 0 0 557 1 413.2122012 6 5 30 0 413.3 413.2122012 9 132 None]]\n",
      "[[  1.           0.           0.         653.           1.\n",
      "  371.17327291   6.           1.          27.           0.\n",
      "  371.4        371.17327291   5.          66.           1.4       ]]\n",
      "[[  8.           0.           0.         873.           1.\n",
      "  416.21988875   6.           2.          30.           0.\n",
      "  416.5        416.21988875   2.          93.1          2.7       ]]\n",
      "[[1 0 0 404 2 304.0938327 6 3 20 0 304.73 304.0938327 3 98.8 None]]\n",
      "[[3 0 0 370 2 351.11978 2 1 21 0 352.3 351.11978 1 12.5 None]]\n",
      "[[  1.         0.         0.       629.         1.       405.979109\n",
      "    4.         1.        26.         0.       407.6      405.979109\n",
      "    3.        85.6        4.1     ]]\n",
      "[[0 0 0 310 2 316.9986282 3 1 20 0 318.1 316.9986282 4 52.2 None]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 4.52000000e+02\n",
      "  1.00000000e+00 3.03914604e+02 6.00000000e+00 2.00000000e+00\n",
      "  1.60000000e+01 0.00000000e+00 3.05200000e+02 3.03914604e+02\n",
      "  2.00000000e+00 1.37000000e+02 3.00000000e-01]]\n",
      "[[  1.          0.          0.        354.          1.        321.0687196\n",
      "    2.          0.         21.          0.        322.2       321.0687196\n",
      "    2.         12.5         4.5      ]]\n",
      "[[  0.           2.           0.         318.           1.\n",
      "  266.13067982   2.           2.          20.           0.\n",
      "  266.3        266.13067982   3.          40.5          5.4       ]]\n",
      "[[  4.           0.           0.         679.           1.\n",
      "  311.18852905   3.           1.          23.           0.\n",
      "  311.4        311.18852905   1.          61.1          1.8       ]]\n",
      "[[  0.           1.           0.         286.           1.\n",
      "  268.14632988   2.           2.          20.           0.\n",
      "  268.3        268.14632988   4.          40.5          5.1       ]]\n",
      "[[2.10000000e+01 0.00000000e+00 0.00000000e+00 1.45000000e+03\n",
      "  1.00000000e+00 7.80429607e+02 1.40000000e+01 6.00000000e+00\n",
      "  5.50000000e+01 0.00000000e+00 7.80900000e+02 7.80429607e+02\n",
      "  7.00000000e+00 2.03000000e+02 1.30000000e+00]]\n",
      "[[  2.           0.           0.         445.           1.\n",
      "  320.05321734   8.           6.          23.           0.\n",
      "  320.25       320.05321734   1.         148.           1.1       ]]\n",
      "[[  0.           0.           0.         286.           1.\n",
      "  246.11569846   0.           2.          19.           0.\n",
      "  246.31       246.11569846   2.          31.6          4.3       ]]\n",
      "[[2 0 0 565 2 450.1380062 6 1 30 0 451 450.1380062 7 84.4 None]]\n",
      "[[  0.           1.           0.         141.           1.\n",
      "  144.04225874   4.           0.          10.           0.\n",
      "  144.12       144.04225874   4.          52.6          0.7       ]]\n",
      "[[  1.           0.           0.         512.           1.\n",
      "  396.22737417   6.           2.          29.           0.\n",
      "  396.5        396.22737417   7.          91.2          1.9       ]]\n",
      "[[  4.           2.           0.         469.           1.\n",
      "  352.22497413   5.           3.          25.           0.\n",
      "  352.5        352.22497413  12.          94.8          2.8       ]]\n",
      "[[2.60000000e+01 0.00000000e+00 0.00000000e+00 1.60000000e+03\n",
      "  1.00000000e+00 8.68482036e+02 1.60000000e+01 8.00000000e+00\n",
      "  6.10000000e+01 0.00000000e+00 8.69000000e+02 8.68482036e+02\n",
      "  7.00000000e+00 2.36000000e+02 1.30000000e+00]]\n",
      "[[ 11.           0.           0.         746.           1.\n",
      "  414.31339521   3.           1.          30.           0.\n",
      "  414.6        414.31339521   0.          38.7          5.7       ]]\n",
      "[[ 1.0000000e+01  0.0000000e+00  0.0000000e+00  9.9500000e+02\n",
      "   1.0000000e+00  6.0817412e+02  1.5000000e+01  8.0000000e+00\n",
      "   4.3000000e+01  0.0000000e+00  6.0850000e+02  6.0817412e+02\n",
      "   7.0000000e+00  2.3400000e+02 -8.0000000e-01]]\n",
      "[[0 0 0 211 2 291.138992 2 1 20 0 291.8 291.138992 6 12.5 None]]\n",
      "[[  0.          0.          0.        561.          1.        504.3172518\n",
      "   12.          4.         36.          0.        504.6       504.3172518\n",
      "   12.        145.          0.7      ]]\n",
      "[[0 1 0 578 3 380.99288267 7 0 23 0 381.3 380.99288267 2 160 None]]\n",
      "[[  0.           0.           0.         201.           1.\n",
      "  296.05093335   4.           0.          16.           0.\n",
      "  296.5        296.05093335   7.         121.           3.9       ]]\n",
      "[[  1.          0.          0.        305.          1.        301.1677936\n",
      "    4.          4.         22.          0.        301.4       301.1677936\n",
      "    7.         72.7         3.4      ]]\n",
      "[[1.10000000e+01 0.00000000e+00 0.00000000e+00 1.66000000e+03\n",
      "  1.00000000e+00 8.07346605e+02 1.40000000e+01 5.00000000e+00\n",
      "  5.80000000e+01 0.00000000e+00 8.07900000e+02 8.07346605e+02\n",
      "  1.30000000e+01 2.24000000e+02 1.60000000e+00]]\n",
      "[[  0.          0.          0.        190.          1.        326.3548661\n",
      "    1.          1.         23.          0.        326.6       326.3548661\n",
      "   20.         20.2        10.5      ]]\n",
      "[[  0.           0.           0.         672.           1.\n",
      "  441.13921333   8.           2.          29.           0.\n",
      "  441.6        441.13921333  11.         122.           1.8       ]]\n",
      "[[  2.           0.           0.         829.           1.\n",
      "  419.12927705   8.           2.          30.           0.\n",
      "  419.4        419.12927705   3.          99.2          2.4       ]]\n",
      "[[  0.          0.          0.        655.          1.        425.1618527\n",
      "    3.          2.         30.          0.        425.9       425.1618527\n",
      "    5.         67.9         3.9      ]]\n",
      "[[0 0 0 119 2 189.0556563 3 4 12 0 189.64 189.0556563 2 66.5 None]]\n",
      "[[  0.           0.           0.         777.           1.\n",
      "  527.28964007   5.           2.          39.           0.\n",
      "  527.7        527.28964007   8.          80.6          5.7       ]]\n",
      "[[  6.           0.           0.         780.           1.\n",
      "  420.11372686  10.           5.          27.           0.\n",
      "  420.5        420.11372686   7.         196.          -3.4       ]]\n",
      "[[  0.           0.           0.         514.           1.\n",
      "  399.20591045   5.           0.          30.           0.\n",
      "  399.5        399.20591045   6.          55.6          3.4       ]]\n",
      "[[2 0 0 534 2 360.0038983 7 3 20 0 360.9 360.0038983 3 151 None]]\n",
      "[[  0.           0.           0.         678.           1.\n",
      "  392.17608749   6.           3.          29.           0.\n",
      "  392.4        392.17608749   2.          90.3          1.6       ]]\n",
      "[[1 0 0 770 2 547.17368409 12 2 38 0 547.6 547.17368409 4 175 None]]\n",
      "[[  4.           0.           0.         399.           1.\n",
      "  246.06519962   6.           3.          17.           0.\n",
      "  246.19       246.06519962   1.          99.1         -1.7       ]]\n",
      "[[  6.           0.           0.         977.           1.\n",
      "  543.17406076  12.           6.          39.           0.\n",
      "  543.5        543.17406076   5.         206.           1.3       ]]\n",
      "[[ 6.00000000e+00  0.00000000e+00  0.00000000e+00  9.56000000e+02\n",
      "   1.00000000e+00  4.44153266e+02  9.00000000e+00  6.00000000e+00\n",
      "   3.20000000e+01  0.00000000e+00  4.44400000e+02  4.44153266e+02\n",
      "   2.00000000e+00  1.82000000e+02 -7.00000000e-01]]\n",
      "[[  0.          0.          0.        800.          1.        556.2970937\n",
      "    7.          1.         39.          0.        556.8       556.2970937\n",
      "   18.         97.2         7.2      ]]\n",
      "[[ 10.           0.           0.         828.           1.\n",
      "  366.21949483   3.           0.          27.           0.\n",
      "  366.5        366.21949483   0.          43.4          3.5       ]]\n",
      "[[  0.         0.         0.       225.         1.       243.066221\n",
      "    3.         2.        16.         0.       243.68     243.066221\n",
      "    5.        58.6        2.8     ]]\n",
      "[[1 0 0 312 2 333.0954131 3 2 22 0 333.9 333.0954131 6 49.5 None]]\n",
      "[[  7.           0.           0.         964.           1.\n",
      "  528.22114719   8.           2.          37.           0.\n",
      "  528.5        528.22114719   2.          58.2          5.4       ]]\n",
      "[[  1.           0.           0.         364.           1.\n",
      "  254.10150495   5.           2.          18.           0.\n",
      "  254.24       254.10150495   3.          98.9         -1.8       ]]\n",
      "[[  0.           0.           0.         523.           1.\n",
      "  371.09397721   7.           3.          26.           0.\n",
      "  371.4        371.09397721   6.         109.           2.8       ]]\n",
      "[[  0.          0.          0.        817.          1.        527.2795495\n",
      "    8.          1.         38.          0.        527.6       527.2795495\n",
      "   10.         84.3         4.6      ]]\n",
      "[[  0.           0.           0.         396.           1.\n",
      "  261.10010797   4.           1.          19.           0.\n",
      "  261.27       261.10010797   5.          66.8          1.7       ]]\n",
      "[[  0.           0.           0.         880.           1.\n",
      "  492.22737417   7.           0.          37.           0.\n",
      "  492.6        492.22737417   7.          94.7          3.4       ]]\n",
      "[[2 1 0 633 2 525.23358175 12 6 38 0 525.6 525.23358175 8 188 None]]\n",
      "[[  0.        0.        0.      463.        1.      414.01345   3.\n",
      "    2.       25.        0.      415.7     414.01345   4.       55.1\n",
      "    5.8    ]]\n",
      "[[  1.          0.          0.        323.          1.        248.0716407\n",
      "    1.          2.         17.          0.        248.71      248.0716407\n",
      "    1.         58.9         2.5      ]]\n",
      "[[ 10.           0.           0.         821.           1.\n",
      "  464.31378914   6.           5.          33.           0.\n",
      "  464.6        464.31378914   5.         118.           1.7       ]]\n",
      "[[9.00000000e+00 0.00000000e+00 0.00000000e+00 2.20000000e+03\n",
      "  1.00000000e+00 1.10042081e+03 1.80000000e+01 4.00000000e+00\n",
      "  7.70000000e+01 0.00000000e+00 1.10130000e+03 1.10042081e+03\n",
      "  7.00000000e+00 3.52000000e+02 2.70000000e+00]]\n",
      "[[1 0 0 404 2 443.020639 5 1 28 0 444.7 443.020639 6 93.1 None]]\n",
      "[[  0.           0.           0.         241.           1.\n",
      "  174.07931295   2.           0.          13.           0.\n",
      "  174.2        174.07931295   1.          32.7          1.3       ]]\n",
      "[[1.00000000e+00 2.00000000e+00 0.00000000e+00 1.09000000e+03\n",
      "  1.00000000e+00 6.29119252e+02 8.00000000e+00 3.00000000e+00\n",
      "  4.30000000e+01 0.00000000e+00 6.30400000e+02 6.29119252e+02\n",
      "  8.00000000e+00 1.77000000e+02 4.20000000e+00]]\n",
      "[[  1.          0.          0.        519.          1.        315.0273907\n",
      "    5.          1.         21.          0.        315.67      315.0273907\n",
      "    1.         38.3         4.       ]]\n",
      "[[1 0 0 166 2 218.0633617 6 4 13 0 218.63 218.0633617 5 89.3 None]]\n",
      "[[  0.           0.           0.         925.           1.\n",
      "  563.24202118   7.           2.          42.           0.\n",
      "  563.6        563.24202118   8.          89.1          5.6       ]]\n",
      "[[7.00000000e+00 5.00000000e+00 0.00000000e+00 1.02000000e+03\n",
      "  1.00000000e+00 5.40345089e+02 6.00000000e+00 2.00000000e+00\n",
      "  3.90000000e+01 0.00000000e+00 5.40700000e+02 5.40345089e+02\n",
      "  1.50000000e+01 1.01000000e+02 7.90000000e+00]]\n",
      "[[  1.          0.          0.        359.          1.        347.1452202\n",
      "    3.          1.         24.          0.        347.9       347.1452202\n",
      "    5.         23.5         4.5      ]]\n",
      "[[  0.           0.           0.         475.           1.\n",
      "  302.00626715   8.           4.          22.           0.\n",
      "  302.19       302.00626715   0.         134.           1.1       ]]\n",
      "[[  0.           0.           0.         812.           1.\n",
      "  442.16410521   7.           3.          33.           0.\n",
      "  442.5        442.16410521   5.         115.           5.4       ]]\n",
      "[[  1.          0.          0.        702.          1.        447.1248787\n",
      "    7.          2.         31.          0.        447.9       447.1248787\n",
      "    7.         87.1         5.3      ]]\n",
      "[[  0.           0.           0.         432.           1.\n",
      "  294.18310932   4.           2.          21.           0.\n",
      "  294.4        294.18310932  10.          74.6          5.4       ]]\n",
      "[[  4.           0.           0.         679.           1.\n",
      "  480.29880778   6.           1.          35.           0.\n",
      "  480.6        480.29880778   7.          52.2          4.7       ]]\n",
      "[[  0.           0.           0.         434.           1.\n",
      "  270.05282342   5.           3.          20.           0.\n",
      "  270.24       270.05282342   0.          94.8          2.7       ]]\n",
      "[[  2.           0.           0.         934.           1.\n",
      "  569.17851287  11.           4.          40.           0.\n",
      "  569.5        569.17851287  11.         151.           3.6       ]]\n",
      "[[  2.           0.           0.         374.           1.\n",
      "  247.04269053   5.           2.          16.           0.\n",
      "  247.25       247.04269053   2.         113.          -0.6       ]]\n",
      "[[3 1 0 638 2 492.21078062 10 4 35 0 492.5 492.21078062 12 171 None]]\n",
      "[[  0.           1.           0.         467.           1.\n",
      "  373.20417911   3.           2.          28.           0.\n",
      "  373.5        373.20417911   8.          41.5          6.3       ]]\n",
      "[[  7.           1.           0.         741.           1.\n",
      "  442.23553881   6.           1.          32.           0.\n",
      "  442.5        442.23553881   8.          82.1          4.8       ]]\n",
      "[[ 0.00000000e+00  0.00000000e+00  0.00000000e+00  5.21000000e+02\n",
      "   1.00000000e+00  3.20128469e+02  8.00000000e+00  2.00000000e+00\n",
      "   2.30000000e+01  0.00000000e+00  3.20320000e+02  3.20128469e+02\n",
      "   3.00000000e+00  8.58000000e+01 -2.00000000e-01]]\n",
      "[[  9.           0.           0.         965.           1.\n",
      "  470.33960996   4.           2.          34.           0.\n",
      "  470.7        470.33960996   1.          74.6          6.4       ]]\n",
      "[[  3.           0.           0.         480.           1.\n",
      "  277.11748936   5.           4.          20.           0.\n",
      "  277.28       277.11748936   2.         126.          -1.3       ]]\n",
      "[[  0.           0.           0.         508.           1.\n",
      "  376.15354052   5.           3.          28.           0.\n",
      "  376.4        376.15354052   7.         106.           2.        ]]\n",
      "[[  0.          0.          0.        974.          1.        515.2321252\n",
      "    4.          1.         39.          0.        515.6       515.2321252\n",
      "    5.         72.2         3.7      ]]\n",
      "[[  0.           2.           0.         519.           1.\n",
      "  319.03368563   5.           1.          21.           0.\n",
      "  319.4        319.03368563   4.         115.           3.8       ]]\n",
      "[[  1.           0.           0.         154.           1.\n",
      "  183.08954328   4.           4.          13.           0.\n",
      "  183.2        183.08954328   3.          72.7         -1.4       ]]\n",
      "[[6 0 0 977 2 579.1507385 12 7 40 0 580 579.1507385 5 206 None]]\n",
      "[[  8.           0.           0.         907.           1.\n",
      "  414.20423868   6.           0.          30.           0.\n",
      "  414.5        414.20423868   2.          82.2          1.4       ]]\n",
      "[[  7.           1.           0.         770.           1.\n",
      "  493.24980915   8.           2.          34.           0.\n",
      "  493.7        493.24980915   2.         138.           4.        ]]\n",
      "[[  7.           1.           0.         816.           1.\n",
      "  507.26545922   8.           2.          35.           0.\n",
      "  507.7        507.26545922   2.         138.           4.2       ]]\n",
      "[[0 1 0 711 2 520.1337936 9 3 35 0 520.6 520.1337936 10 183 None]]\n",
      "[[ 1.0000000e+00  0.0000000e+00  0.0000000e+00  2.8200000e+02\n",
      "   1.0000000e+00  2.4901295e+02  6.0000000e+00  2.0000000e+00\n",
      "   1.5000000e+01  0.0000000e+00  2.4930000e+02  2.4901295e+02\n",
      "   5.0000000e+00  1.3400000e+02 -1.0000000e-01]]\n",
      "[[  8.           1.           0.         712.           1.\n",
      "  396.33921604   1.           1.          29.           0.\n",
      "  396.6        396.33921604   4.          20.2          7.4       ]]\n",
      "[[0 0 0 525 2 429.145534 7 2 30 0 429.9 429.145534 11 74.7 None]]\n",
      "[[  3.           0.           0.         364.           1.\n",
      "  282.12559444   3.           2.          21.           0.\n",
      "  282.3        282.12559444   1.          49.7          4.        ]]\n",
      "[[1.80000000e+01 0.00000000e+00 0.00000000e+00 1.18000000e+03\n",
      "  1.00000000e+00 7.33461241e+02 1.40000000e+01 5.00000000e+00\n",
      "  5.10000000e+01 0.00000000e+00 7.33900000e+02 7.33461241e+02\n",
      "  7.00000000e+00 1.94000000e+02 2.70000000e+00]]\n",
      "[[2 0 0 453 3 712.198817 14 0 49 0 713.1 712.198817 10 163 None]]\n",
      "[[  7.           0.           0.         441.           1.\n",
      "  304.16745925   4.           4.          22.           0.\n",
      "  304.4        304.16745925   0.          80.9          1.5       ]]\n",
      "[[5 0 0 735 3 563.0983186 6 0 35 0 564.3 563.0983186 7 102 None]]\n",
      "[[  6.           0.           0.         411.           1.\n",
      "  288.17254463   3.           3.          21.           0.\n",
      "  288.4        288.17254463   0.          60.7          2.5       ]]\n",
      "[[  4.           0.           0.         418.           1.\n",
      "  270.16197995   2.           1.          20.           0.\n",
      "  270.4        270.16197995   0.          37.3          3.1       ]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 5.73000000e+02\n",
      "  1.00000000e+00 3.88105066e+02 7.00000000e+00 0.00000000e+00\n",
      "  2.70000000e+01 0.00000000e+00 3.88800000e+02 3.88105066e+02\n",
      "  3.00000000e+00 9.18000000e+01 5.00000000e-01]]\n",
      "[[  5.           0.           0.         505.           1.\n",
      "  296.17763001   2.           2.          22.           0.\n",
      "  296.4        296.17763001   1.          40.5          3.7       ]]\n",
      "[[  0.           0.           0.         147.           1.\n",
      "  166.05646951   2.           1.          11.           0.\n",
      "  166.25       166.05646951   2.          71.           1.1       ]]\n",
      "[[  6.           0.           0.         638.           1.\n",
      "  312.20893014   2.           1.          23.           0.\n",
      "  312.4        312.20893014   1.          37.3          3.5       ]]\n",
      "[[  1.          0.          0.        188.          1.        141.0789786\n",
      "    2.          1.         10.          0.        141.17      141.0789786\n",
      "    1.         46.2         0.4      ]]\n",
      "[[  1.           0.           0.         400.           1.\n",
      "  287.15214354   3.           2.          21.           0.\n",
      "  287.35       287.15214354   4.          62.3          2.8       ]]\n",
      "[[  1.           0.           0.         277.           1.\n",
      "  244.12117776   3.           0.          18.           0.\n",
      "  244.29       244.12117776   5.          44.1          3.        ]]\n",
      "[[1.00000000e+01 0.00000000e+00 0.00000000e+00 9.69000000e+02\n",
      "  1.00000000e+00 5.88184291e+02 1.30000000e+01 3.00000000e+00\n",
      "  4.20000000e+01 0.00000000e+00 5.88600000e+02 5.88184291e+02\n",
      "  5.00000000e+00 1.61000000e+02 6.00000000e-01]]\n",
      "[[1.50000000e+01 4.00000000e+00 0.00000000e+00 1.81000000e+03\n",
      "  1.00000000e+00 9.57581356e+02 1.40000000e+01 3.00000000e+00\n",
      "  6.80000000e+01 0.00000000e+00 9.58200000e+02 9.57581356e+02\n",
      "  9.00000000e+00 2.05000000e+02 5.90000000e+00]]\n",
      "[[  1.           0.           0.         495.           1.\n",
      "  303.13716218   2.           1.          23.           0.\n",
      "  303.4        303.13716218   0.          39.3          3.1       ]]\n",
      "[[  5.           0.           0.         653.           1.\n",
      "  296.17763001   2.           0.          22.           0.\n",
      "  296.4        296.17763001   0.          34.1          3.1       ]]\n",
      "[[  3.           0.           0.         725.           1.\n",
      "  529.22465703   8.           3.          37.           0.\n",
      "  529.6        529.22465703  17.         162.           2.7       ]]\n",
      "[[  3.           0.           0.         567.           1.\n",
      "  409.14894987   5.           2.          30.           0.\n",
      "  409.4        409.14894987   6.          60.8          4.        ]]\n",
      "[[  0.           0.           0.         508.           1.\n",
      "  352.10592162   6.           3.          26.           0.\n",
      "  352.3        352.10592162   5.         109.           3.4       ]]\n",
      "[[1.40000000e+01 2.00000000e+00 0.00000000e+00 1.48000000e+03\n",
      "  1.00000000e+00 8.03481977e+02 1.20000000e+01 3.00000000e+00\n",
      "  5.70000000e+01 0.00000000e+00 8.04000000e+02 8.03481977e+02\n",
      "  7.00000000e+00 1.78000000e+02 2.70000000e+00]]\n",
      "[[  0.           0.           0.         458.           1.\n",
      "  342.14920403   6.           2.          25.           0.\n",
      "  342.4        342.14920403   6.          94.           2.3       ]]\n",
      "[[  0.           0.           0.         468.           1.\n",
      "  327.12324345   5.           2.          25.           0.\n",
      "  327.3        327.12324345   2.          97.8          1.9       ]]\n",
      "[[  0.           0.           0.         404.           1.\n",
      "  321.14370411   8.           1.          23.           0.\n",
      "  321.33       321.14370411   9.         122.           0.        ]]\n",
      "[[  0.           1.           0.         469.           1.\n",
      "  337.04493628   8.           4.          20.           0.\n",
      "  337.5        337.04493628   7.         238.          -0.6       ]]\n",
      "[[0 0 0 451 2 306.0559907 2 1 22 0 306.7 306.0559907 0 36.7 None]]\n",
      "[[0 0 0 421 2 327.0808257 5 2 21 0 327.8 327.0808257 2 70.7 None]]\n",
      "[[  0.           0.           0.         448.           1.\n",
      "  316.08816356   6.           1.          22.           0.\n",
      "  316.4        316.08816356   5.         111.           3.9       ]]\n",
      "[[  0.           0.           0.         246.           1.\n",
      "  238.09535694   4.           2.          17.           0.\n",
      "  238.24       238.09535694   7.         105.           0.6       ]]\n",
      "[[  0.           0.           0.         363.           1.\n",
      "  299.07284785   4.           2.          21.           0.\n",
      "  299.3        299.07284785   4.          92.3          3.6       ]]\n",
      "[[  0.          1.          0.        385.          1.        266.0570533\n",
      "    2.          2.         18.          0.        266.68      266.0570533\n",
      "    1.         73.8         1.2      ]]\n",
      "[[  0.          0.          0.        458.          1.        360.1128368\n",
      "    4.          0.         25.          0.        360.8       360.1128368\n",
      "    7.         52.6         5.2      ]]\n",
      "[[  1.          0.          0.        348.          1.        305.0818711\n",
      "    4.          4.         21.          0.        305.75      305.0818711\n",
      "    1.         72.7         2.4      ]]\n",
      "[[  0.           4.           0.         726.           1.\n",
      "  391.25112931   2.           2.          29.           0.\n",
      "  391.5        391.25112931   6.          49.3          7.3       ]]\n",
      "[[1 0 0 524 2 517.0629827 6 1 34 0 518.4 517.0629827 8 118 None]]\n",
      "[[1 1 0 610 2 527.28830266 8 3 38 0 527.6 527.28830266 13 124 None]]\n",
      "[[  7.           0.           0.         678.           1.\n",
      "  372.27767841   2.           2.          27.           0.\n",
      "  372.5        372.27767841   2.          58.2          3.        ]]\n",
      "[[0 0 0 258 2 343.227807 3 4 23 0 343.9 343.227807 12 66.5 None]]\n",
      "[[  0.           0.           0.         459.           1.\n",
      "  286.04773804   6.           4.          21.           0.\n",
      "  286.24       286.04773804   1.         107.           2.        ]]\n",
      "[[  2.          0.          0.        628.          1.        401.1030004\n",
      "    6.          3.         28.          0.        401.8       401.1030004\n",
      "    2.         90.2         3.3      ]]\n",
      "[[  1.           0.           0.         500.           1.\n",
      "  414.13781149  10.           2.          28.           0.\n",
      "  414.34       414.13781149   7.          59.6          3.8       ]]\n",
      "[[ 0.00000000e+00  0.00000000e+00  0.00000000e+00  5.95000000e+02\n",
      "   1.00000000e+00  3.69130026e+02  9.00000000e+00  1.00000000e+00\n",
      "   2.60000000e+01  0.00000000e+00  3.69340000e+02  3.69130026e+02\n",
      "   4.00000000e+00  6.41000000e+01 -1.00000000e-01]]\n",
      "[[  3.           0.           0.         386.           1.\n",
      "  246.06519962   6.           3.          17.           0.\n",
      "  246.19       246.06519962   2.          99.1         -1.2       ]]\n",
      "[[  0.           0.           0.         454.           1.\n",
      "  313.08626942   5.           2.          23.           0.\n",
      "  313.28       313.08626942   4.          84.1          2.9       ]]\n",
      "[[  0.           0.           0.         358.           1.\n",
      "  306.10406536   7.           1.          22.           0.\n",
      "  306.27       306.10406536   5.          81.6          0.4       ]]\n",
      "[[  0.           0.           0.         208.           1.\n",
      "  129.03383992   3.           2.           9.           0.\n",
      "  129.09       129.03383992   0.          67.5         -0.9       ]]\n",
      "[[  4.           0.           0.         514.           1.\n",
      "  365.05366294  12.           5.          24.           0.\n",
      "  365.21       365.05366294   4.         186.          -3.1       ]]\n",
      "[[  0.           0.           0.         461.           1.\n",
      "  303.10191949   5.           0.          22.           0.\n",
      "  303.29       303.10191949   3.          64.4          1.        ]]\n",
      "[[  0.           1.           0.         487.           1.\n",
      "  404.20640517   4.           0.          30.           0.\n",
      "  404.5        404.20640517   6.           6.5          6.        ]]\n",
      "[[  9.           0.           0.         910.           1.\n",
      "  434.21046688   7.           2.          31.           0.\n",
      "  434.5        434.21046688   2.          93.1          2.5       ]]\n",
      "[[  9.           0.           0.         960.           1.\n",
      "  452.20104501   8.           2.          32.           0.\n",
      "  452.5        452.20104501   2.          93.1          2.5       ]]\n",
      "[[9.0000000e+00 0.0000000e+00 0.0000000e+00 1.0700000e+03 1.0000000e+00\n",
      "  4.9421161e+02 9.0000000e+00 1.0000000e+00 3.5000000e+01 0.0000000e+00\n",
      "  4.9450000e+02 4.9421161e+02 4.0000000e+00 9.9100000e+01 3.2000000e+00]]\n",
      "[[  0.           0.           0.         199.           1.\n",
      "  130.01785551   3.           2.           9.           0.\n",
      "  130.08       130.01785551   0.          58.2         -0.9       ]]\n",
      "[[0 0 0 544 3 509.1282236 8 3 32 0 510.4 509.1282236 6 55.2 None]]\n",
      "[[0 1 0 469 2 420.14451258 10 5 30 0 420.4 420.14451258 8 164 None]]\n",
      "[[  1.           0.           0.         286.           1.\n",
      "  244.08995782   3.           1.          18.           0.\n",
      "  244.26       244.08995782   3.          37.3          4.2       ]]\n",
      "[[  0.           0.           0.         352.           1.\n",
      "  276.07217671   6.           1.          19.           0.\n",
      "  276.21       276.07217671   2.          74.9          3.3       ]]\n",
      "[[  9.           0.           0.         984.           1.\n",
      "  500.18442976   9.           1.          34.           0.\n",
      "  500.6        500.18442976   6.         106.           4.        ]]\n",
      "[[  2.           1.           0.         590.           1.\n",
      "  411.18458648   5.           3.          30.           0.\n",
      "  411.5        411.18458648   8.          82.7          3.5       ]]\n",
      "[[  0.           1.           0.         327.           1.\n",
      "  318.15551241   7.           1.          22.           0.\n",
      "  318.33       318.15551241   9.          56.8          2.6       ]]\n",
      "[[ 0.         0.         0.        44.8        1.        82.0530982\n",
      "   1.         1.         6.         0.        82.1       82.0530982\n",
      "   0.        28.7        1.4      ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 1.01000000e+03\n",
      "  1.00000000e+00 6.32244641e+02 1.00000000e+01 2.00000000e+00\n",
      "  4.60000000e+01 0.00000000e+00 6.32700000e+02 6.32244641e+02\n",
      "  1.20000000e+01 1.11000000e+02 5.50000000e+00]]\n",
      "[[  0.           0.           0.         395.           1.\n",
      "  268.07355887   4.           1.          20.           0.\n",
      "  268.26       268.07355887   2.          55.8          2.8       ]]\n",
      "[[0 0 0 893 3 624.1121801 15 2 42 0 624.4 624.1121801 9 192 None]]\n",
      "[[  1.          0.          0.        334.          1.        315.0750854\n",
      "    6.          1.         19.          0.        315.69      315.0750854\n",
      "    8.         97.3         0.9      ]]\n",
      "[[  7.           0.           0.         854.           1.\n",
      "  606.31660736   9.           2.          41.           0.\n",
      "  606.8        606.31660736  14.          76.7          9.2       ]]\n",
      "[[  0.          1.          0.        224.          1.        194.0579088\n",
      "    4.          2.         14.          0.        194.18      194.0579088\n",
      "    3.         66.8         1.5      ]]\n",
      "[[  0.          0.          0.        481.          1.        330.0077203\n",
      "    7.          3.         21.          0.        330.74      330.0077203\n",
      "    5.        131.          2.       ]]\n",
      "[[ 1.50000000e+01  0.00000000e+00  0.00000000e+00  1.08000000e+03\n",
      "   1.00000000e+00  5.84283277e+02  1.20000000e+01  8.00000000e+00\n",
      "   4.10000000e+01  0.00000000e+00  5.84700000e+02  5.84283277e+02\n",
      "   4.00000000e+00  2.07000000e+02 -1.70000000e+00]]\n",
      "[[  0.           0.           0.         508.           1.\n",
      "  429.28924615   5.           0.          32.           0.\n",
      "  429.6        429.28924615   7.          25.8          4.2       ]]\n",
      "[[  3.           0.           0.         882.           1.\n",
      "  548.33625591   5.           2.          40.           0.\n",
      "  548.7        548.33625591   9.         105.           6.5       ]]\n",
      "[[0 0 0 498 3 522.2016254 5 2 35 0 523.5 522.2016254 10 15.7 None]]\n",
      "[[  0.           0.           0.         440.           1.\n",
      "  414.26711372   3.           0.          31.           0.\n",
      "  414.6        414.26711372  10.          15.7          5.4       ]]\n",
      "[[  3.         0.         0.       622.         1.       457.224453\n",
      "    6.         2.        32.         0.       458.       457.224453\n",
      "    6.        81.6        2.5     ]]\n",
      "[[  1.           0.           0.         656.           1.\n",
      "  452.25358892   7.           2.          33.           0.\n",
      "  452.5        452.25358892   5.          91.8          1.4       ]]\n",
      "[[  0.           0.           0.         832.           1.\n",
      "  513.16168011  10.           1.          35.           0.\n",
      "  513.6        513.16168011   5.         144.           1.6       ]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 7.15000000e+02\n",
      "  1.00000000e+00 4.98216158e+02 1.10000000e+01 2.00000000e+00\n",
      "  3.50000000e+01 0.00000000e+00 4.98600000e+02 4.98216158e+02\n",
      "  5.00000000e+00 1.62000000e+02 2.00000000e-01]]\n",
      "[[  3.           0.           0.         691.           1.\n",
      "  463.24710656   4.           4.          34.           0.\n",
      "  463.6        463.24710656  11.         111.           3.3       ]]\n",
      "[[  2.          0.          0.        554.          1.        388.2110554\n",
      "    4.          5.         28.          0.        388.5       388.2110554\n",
      "    9.        123.          0.9      ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 7.79000000e+02\n",
      "  1.00000000e+00 5.04172579e+02 1.20000000e+01 1.00000000e+00\n",
      "  3.40000000e+01 0.00000000e+00 5.04600000e+02 5.04172579e+02\n",
      "  5.00000000e+00 1.67000000e+02 3.00000000e-01]]\n",
      "[[  0.           0.           0.         520.           1.\n",
      "  386.15249515   9.           2.          27.           0.\n",
      "  386.5        386.15249515   3.         139.           1.1       ]]\n",
      "[[  0.           0.           0.         484.           1.\n",
      "  372.13684509   9.           2.          26.           0.\n",
      "  372.4        372.13684509   3.         139.           0.7       ]]\n",
      "[[  0.           0.           0.         498.           1.\n",
      "  374.09906016   8.           2.          27.           0.\n",
      "  374.3        374.09906016   5.          90.1          3.8       ]]\n",
      "[[  0.           1.           0.         930.           1.\n",
      "  535.16313759   7.           5.          39.           0.\n",
      "  535.5        535.16313759   5.          98.           5.2       ]]\n",
      "[[  1.           0.           0.         549.           1.\n",
      "  414.17772746   5.           1.          29.           0.\n",
      "  414.5        414.17772746   7.          64.5          3.4       ]]\n",
      "[[2.00000000e+00 0.00000000e+00 0.00000000e+00 1.07000000e+03\n",
      "  1.00000000e+00 6.54114033e+02 8.00000000e+00 3.00000000e+00\n",
      "  4.20000000e+01 0.00000000e+00 6.55600000e+02 6.54114033e+02\n",
      "  1.00000000e+01 1.73000000e+02 4.40000000e+00]]\n",
      "[[  0.           0.           0.         770.           1.\n",
      "  507.27465871   4.           2.          38.           0.\n",
      "  507.6        507.27465871   7.          82.1          3.9       ]]\n",
      "[[  0.           0.           0.         685.           1.\n",
      "  456.18312657   8.           0.          32.           0.\n",
      "  456.6        456.18312657   7.         107.           4.        ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 1.53000000e+03\n",
      "  1.00000000e+00 8.51338893e+02 1.40000000e+01 2.00000000e+00\n",
      "  6.10000000e+01 0.00000000e+00 8.52000000e+02 8.51338893e+02\n",
      "  1.20000000e+01 1.55000000e+02 6.80000000e+00]]\n",
      "[[  0.           0.           0.         833.           1.\n",
      "  505.10201693  10.           1.          36.           0.\n",
      "  505.5        505.10201693   6.         115.           3.3       ]]\n",
      "[[  2.           0.           0.         688.           1.\n",
      "  462.28555775   7.           4.          34.           0.\n",
      "  462.6        462.28555775   5.         125.           3.9       ]]\n",
      "[[  1.          0.          0.        875.          1.        512.0730709\n",
      "    6.          3.         35.          0.        513.3       512.0730709\n",
      "    4.         95.1         4.3      ]]\n",
      "[[  0.           0.           0.         922.           1.\n",
      "  518.16239113   7.           2.          37.           0.\n",
      "  518.6        518.16239113   7.         140.           3.8       ]]\n",
      "[[  0.           0.           0.         643.           1.\n",
      "  433.16132607   8.           1.          31.           0.\n",
      "  433.4        433.16132607   4.          67.6          4.        ]]\n",
      "[[  0.          0.          0.        860.          1.        570.2339161\n",
      "   11.          2.         42.          0.        570.6       570.2339161\n",
      "   10.        156.          2.2      ]]\n",
      "[[  0.          0.          0.        557.          1.        392.0209256\n",
      "    7.          1.         25.          0.        392.8       392.0209256\n",
      "    5.         84.5         2.9      ]]\n",
      "[[  0.         0.         0.       753.         1.       581.194456\n",
      "    7.         1.        41.         0.       582.       581.194456\n",
      "   13.        49.8        5.9     ]]\n",
      "[[  0.         0.         0.       487.         1.       396.091056\n",
      "    6.         0.        26.         0.       396.9      396.091056\n",
      "    8.       104.         4.7     ]]\n",
      "[[  1.           0.           0.         814.           1.\n",
      "  543.19158083   9.           1.          38.           0.\n",
      "  543.6        543.19158083   7.         105.           4.7       ]]\n",
      "[[  0.           1.           0.         544.           1.\n",
      "  333.05719778   5.           1.          24.           0.\n",
      "  333.4        333.05719778   2.          97.2          3.        ]]\n",
      "[[  0.           0.           0.         569.           1.\n",
      "  382.16812796   3.           2.          29.           0.\n",
      "  382.5        382.16812796   4.          66.           6.1       ]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 6.80000000e+02\n",
      "  1.00000000e+00 4.25217538e+02 9.00000000e+00 3.00000000e+00\n",
      "  3.10000000e+01 0.00000000e+00 4.25500000e+02 4.25217538e+02\n",
      "  7.00000000e+00 1.37000000e+02 3.00000000e-01]]\n",
      "[[  2.          0.          0.        870.          1.        591.2612324\n",
      "    6.          3.         42.          0.        592.1       591.2612324\n",
      "   12.        108.          5.       ]]\n",
      "[[  0.         0.         0.       517.         1.       389.185175\n",
      "    7.         2.        29.         0.       389.4      389.185175\n",
      "    6.        91.2        3.6     ]]\n",
      "[[  1.           0.           0.         972.           1.\n",
      "  526.30562449   5.           3.          39.           0.\n",
      "  526.7        526.30562449   7.          91.3          3.9       ]]\n",
      "[[  0.           0.           0.         867.           1.\n",
      "  532.23466499   9.           4.          39.           0.\n",
      "  532.6        532.23466499   8.         128.           3.8       ]]\n",
      "[[  1.           0.           0.         748.           1.\n",
      "  432.12093842   7.           3.          31.           0.\n",
      "  432.4        432.12093842   3.          86.9          2.9       ]]\n",
      "[[  0.           0.           0.         908.           1.\n",
      "  554.11545819  11.           4.          38.           0.\n",
      "  554.6        554.11545819   8.         202.           1.6       ]]\n",
      "[[0 2 0 856 3 576.1807296 4 6 40 0 577.5 576.1807296 8 107 None]]\n",
      "[[  0.           0.           0.         688.           1.\n",
      "  477.09701174   9.           1.          33.           0.\n",
      "  477.5        477.09701174   7.         117.           4.6       ]]\n",
      "[[  0.           0.           0.         612.           1.\n",
      "  471.05859841  10.           1.          31.           0.\n",
      "  471.5        471.05859841   7.         113.           6.        ]]\n",
      "[[  0.         1.         0.       742.         1.       541.061441\n",
      "    5.         1.        36.         0.       542.8      541.061441\n",
      "    8.        72.6        8.3     ]]\n",
      "[[  0.           1.           0.         461.           1.\n",
      "  275.10586205   2.           1.          21.           0.\n",
      "  275.3        275.10586205   1.          46.9          1.9       ]]\n",
      "[[  0.           0.           0.         572.           1.\n",
      "  453.06802028   9.           1.          30.           0.\n",
      "  453.5        453.06802028   7.         113.           5.9       ]]\n",
      "[[  0.        1.        0.      447.        1.      520.7946    2.\n",
      "    2.       21.        0.      520.94    518.79665   1.       49.3\n",
      "    4.6    ]]\n",
      "[[  0.           0.           0.         636.           1.\n",
      "  502.32291453   4.           2.          35.           0.\n",
      "  502.8        502.32291453  12.          94.9          8.        ]]\n",
      "[[  0.         0.         0.       605.         1.       425.185175\n",
      "    5.         2.        32.         0.       425.5      425.185175\n",
      "    5.        92.8        2.7     ]]\n",
      "[[0 0 0 475 4 482.121851 6 6 30 0 483.8 482.121851 6 56.4 None]]\n",
      "[[  0.           0.           0.         414.           1.\n",
      "  347.15214354   4.           2.          26.           0.\n",
      "  347.4        347.15214354   8.          58.6          4.7       ]]\n",
      "[[  0.           0.           0.         482.           1.\n",
      "  293.11642674   5.           1.          22.           0.\n",
      "  293.32       293.11642674   1.          69.2          2.3       ]]\n",
      "[[  1.           0.           0.         561.           1.\n",
      "  352.15354052   5.           2.          26.           0.\n",
      "  352.4        352.15354052   1.          89.2          2.6       ]]\n",
      "[[  0.           0.           0.         162.           1.\n",
      "  171.12592879   3.           2.          12.           0.\n",
      "  171.24       171.12592879   3.          63.3         -1.1       ]]\n",
      "[[0 0 0 493 2 417.1569714 8 3 28 0 417.5 417.1569714 11 180 None]]\n",
      "[[3 0 0 440 2 367.07831 4 2 22 0 368.3 367.07831 1 41.9 None]]\n",
      "[[  6.           0.           0.         743.           1.\n",
      "  388.25146366   2.           1.          29.           0.\n",
      "  388.5        388.25146366   1.          38.           5.2       ]]\n",
      "[[0 0 0 489 4 891.1769 6 0 39 0 891.5 891.1769 21 27.7 None]]\n",
      "[[  0.           0.           0.         346.           1.\n",
      "  255.09675392   6.           4.          18.           0.\n",
      "  255.23       255.09675392   5.         135.          -2.5       ]]\n",
      "[[  0.          0.          0.        644.          1.        469.1793143\n",
      "    7.          2.         33.          0.        469.9       469.1793143\n",
      "    6.         83.4         3.8      ]]\n",
      "[[  0.           0.           0.         610.           1.\n",
      "  364.15354052   4.           3.          27.           0.\n",
      "  364.4        364.15354052   3.          90.1          3.1       ]]\n",
      "[[  1.           0.           0.         653.           1.\n",
      "  375.15943436   8.           2.          27.           0.\n",
      "  375.4        375.15943436   4.          82.1         -0.7       ]]\n",
      "[[0 1 0 543 2 396.0044419 3 2 26 0 397.2 396.0044419 4 85 None]]\n",
      "[[  0.          0.          0.        545.          1.        446.1520965\n",
      "    8.          1.         31.          0.        446.9       446.1520965\n",
      "    8.         68.7         4.1      ]]\n",
      "[[6.00000000e+00 3.00000000e+00 0.00000000e+00 1.15000000e+03\n",
      "  1.00000000e+00 5.60273381e+02 9.00000000e+00 3.00000000e+00\n",
      "  4.00000000e+01 0.00000000e+00 5.60600000e+02 5.60273381e+02\n",
      "  5.00000000e+00 1.64000000e+02 2.00000000e+00]]\n",
      "[[3 0 0 426 2 299.0484399 6 4 19 0 299.66 299.0484399 2 108 None]]\n",
      "[[  0.           0.           0.         273.           1.\n",
      "  250.15689457   3.           1.          18.           0.\n",
      "  250.33       250.15689457   6.          46.5          3.8       ]]\n",
      "[[  3.           0.           0.         357.           1.\n",
      "  226.08412355   5.           2.          16.           0.\n",
      "  226.23       226.08412355   3.          76.          -0.7       ]]\n",
      "[[  8.           0.           0.         602.           1.\n",
      "  374.12129691  10.           6.          26.           0.\n",
      "  374.34       374.12129691   5.         166.          -2.7       ]]\n",
      "[[  0.           0.           0.         411.           1.\n",
      "  270.05282342   5.           3.          20.           0.\n",
      "  270.24       270.05282342   1.          87.           2.7       ]]\n",
      "[[  5.           0.           0.         675.           1.\n",
      "  432.10564684  10.           6.          31.           0.\n",
      "  432.4        432.10564684   4.         166.           0.9       ]]\n",
      "[[  6.           0.           0.         648.           1.\n",
      "  310.19328008   2.           1.          23.           0.\n",
      "  310.4        310.19328008   2.          37.3          2.9       ]]\n",
      "[[ 0.00000000e+00  0.00000000e+00  0.00000000e+00  2.07000000e+02\n",
      "   1.00000000e+00  1.44993056e+02  2.00000000e+00  2.00000000e+00\n",
      "   9.00000000e+00  0.00000000e+00  1.45540000e+02  1.44993056e+02\n",
      "   0.00000000e+00  4.93000000e+01 -1.00000000e-01]]\n",
      "[[1.00000000e+01 0.00000000e+00 0.00000000e+00 8.93000000e+02\n",
      "  1.00000000e+00 4.08142032e+02 9.00000000e+00 2.00000000e+00\n",
      "  2.90000000e+01 0.00000000e+00 4.08400000e+02 4.08142032e+02\n",
      "  1.00000000e+00 1.29000000e+02 6.00000000e-01]]\n",
      "[[ 1.10000000e+01  0.00000000e+00  0.00000000e+00  9.25000000e+02\n",
      "   1.00000000e+00  4.24136947e+02  1.00000000e+01  3.00000000e+00\n",
      "   3.00000000e+01  0.00000000e+00  4.24400000e+02  4.24136947e+02\n",
      "   1.00000000e+00  1.49000000e+02 -4.00000000e-01]]\n",
      "[[  2.           0.           0.         497.           1.\n",
      "  323.13036272   4.           2.          22.           0.\n",
      "  323.4        323.13036272   3.          86.9          1.5       ]]\n",
      "[[  0.           0.           0.         895.           1.\n",
      "  490.22499139   5.           3.          34.           0.\n",
      "  490.6        490.22499139   7.         133.           3.9       ]]\n",
      "[[  0.           0.           0.         697.           1.\n",
      "  445.17837555   6.           3.          31.           0.\n",
      "  445.5        445.17837555   7.         139.           1.9       ]]\n",
      "[[1.90000000e+01 0.00000000e+00 0.00000000e+00 1.73000000e+03\n",
      "  1.00000000e+00 8.22403786e+02 1.60000000e+01 8.00000000e+00\n",
      "  5.80000000e+01 0.00000000e+00 8.22900000e+02 8.22403786e+02\n",
      "  7.00000000e+00 2.67000000e+02 3.70000000e+00]]\n",
      "[[2 0 0 442 2 348.1716891 3 2 24 0 348.9 348.1716891 2 50.2 None]]\n",
      "[[  0.        1.        0.      570.        1.      445.04596   5.\n",
      "    2.       27.        0.      446.4     445.04596   8.       79.5\n",
      "    3.5    ]]\n",
      "[[  2.        0.        0.      611.        1.      408.03208   7.\n",
      "    1.       25.        0.      409.2     408.03208   7.      112.\n",
      "    3.     ]]\n",
      "[[  0.           0.           0.         650.           1.\n",
      "  471.21336164   6.           1.          34.           0.\n",
      "  471.5        471.21336164   7.          46.5          4.4       ]]\n",
      "[[  2.           0.           0.         833.           1.\n",
      "  463.19948766   7.           2.          34.           0.\n",
      "  463.5        463.19948766   8.          94.1          3.3       ]]\n",
      "[[  1.          0.          0.        584.          1.        499.1656545\n",
      "    5.          1.         33.          0.        500.4       499.1656545\n",
      "   10.         23.5         8.6      ]]\n",
      "[[  0.          0.          0.        451.          1.        375.1401348\n",
      "    4.          1.         26.          0.        375.9       375.1401348\n",
      "    6.         40.5         3.2      ]]\n",
      "[[  2.           0.           0.         444.           1.\n",
      "  302.07903817   6.           5.          22.           0.\n",
      "  302.28       302.07903817   0.         110.           1.2       ]]\n",
      "[[  0.           0.           0.         855.           1.\n",
      "  516.21951208   6.           3.          37.           0.\n",
      "  516.7        516.21951208   8.         106.           5.2       ]]\n",
      "[[  1.           0.           0.         413.           1.\n",
      "  302.07903817   6.           3.          22.           0.\n",
      "  302.28       302.07903817   2.          96.2          2.4       ]]\n",
      "[[  2.           0.           0.         235.           1.\n",
      "  270.16197995   2.           2.          20.           0.\n",
      "  270.4        270.16197995   5.          40.5          5.2       ]]\n",
      "[[  0.          0.          0.        466.          1.        377.1254672\n",
      "    7.          2.         26.          0.        377.8       377.1254672\n",
      "    5.         88.6         2.1      ]]\n",
      "[[0 0 0 64.7 3 183.0330028 2 4 10 0 184.06 183.0330028 2 54.7 None]]\n",
      "[[  0.           0.           0.         325.           1.\n",
      "  266.13067982   2.           2.          20.           0.\n",
      "  266.3        266.13067982   5.          40.5          5.        ]]\n",
      "[[  0.           0.           0.         117.           1.\n",
      "  165.11536411   2.           1.          12.           0.\n",
      "  165.23       165.11536411   3.          23.5          2.1       ]]\n",
      "[[  2.           1.           0.         551.           1.\n",
      "  242.14191321   2.           2.          18.           0.\n",
      "  242.32       242.14191321   0.          55.1          0.        ]]\n",
      "[[0 0 0 150 2 196.051574 4 3 13 0 196.64 196.051574 1 63.8 None]]\n",
      "[[ 0.00000000e+00  0.00000000e+00  0.00000000e+00  4.94000000e+02\n",
      "   1.00000000e+00  2.96964476e+02  7.00000000e+00  3.00000000e+00\n",
      "   1.70000000e+01  0.00000000e+00  2.97700000e+02  2.96964476e+02\n",
      "   1.00000000e+00  1.35000000e+02 -1.00000000e-01]]\n",
      "[[  7.           0.           0.         684.           1.\n",
      "  362.20932407   5.           3.          26.           0.\n",
      "  362.5        362.20932407   2.          94.8          1.6       ]]\n",
      "[[14 3 0 3150 3 1346.57489 20 10 92 0 1347.4 1346.57489 16 453 None]]\n",
      "[[1 0 0 413 2 433.1438199 8 4 28 0 434 433.1438199 9 131 None]]\n",
      "[[  0.           0.           0.         392.           1.\n",
      "  292.06709133   7.           2.          20.           0.\n",
      "  292.21       292.06709133   2.          95.2          2.2       ]]\n",
      "[[ 0.          0.          0.         42.9         1.         76.02727738\n",
      "   2.          3.          5.          0.         76.055      76.02727738\n",
      "   0.         75.4        -1.8       ]]\n",
      "[[ 10.           0.           0.         605.           1.\n",
      "  392.29265977   4.           3.          28.           0.\n",
      "  392.6        392.29265977   4.          77.8          4.9       ]]\n",
      "[[  1.           0.           0.         665.           1.\n",
      "  415.16443956   6.           1.          31.           0.\n",
      "  415.4        415.16443956   4.          93.4          2.7       ]]\n",
      "[[  1.          0.          0.        639.          1.        423.1462027\n",
      "    5.          1.         30.          0.        423.9       423.1462027\n",
      "    5.         81.4         2.9      ]]\n",
      "[[  0.           0.           0.         684.           1.\n",
      "  397.16510826   6.           1.          30.           0.\n",
      "  397.4        397.16510826   3.         102.           2.8       ]]\n",
      "[[  2.           0.           0.         930.           1.\n",
      "  548.24235553   4.           2.          41.           0.\n",
      "  548.6        548.24235553   6.          93.2          4.1       ]]\n",
      "[[0 0 0 402 3 310.1560391 4 2 21 0 310.82 310.1560391 3 32.2 None]]\n",
      "[[  2.           0.           0.         390.           1.\n",
      "  282.13280508   6.           2.          20.           0.\n",
      "  282.3        282.13280508   3.          98.8         -1.        ]]\n",
      "[[  0.           0.           0.         405.           1.\n",
      "  298.09535694   4.           1.          22.           0.\n",
      "  298.29       298.09535694   2.          80.2          3.5       ]]\n",
      "[[  0.           0.           0.         292.           1.\n",
      "  240.14739251   4.           2.          17.           0.\n",
      "  240.3        240.14739251   7.          78.8          0.9       ]]\n",
      "[[0 0 0 540 2 400.1666038 6 4 28 0 400.9 400.1666038 5 104 None]]\n",
      "[[  0.           0.           0.         702.           1.\n",
      "  483.20928175   6.           1.          35.           0.\n",
      "  483.6        483.20928175   5.          89.6          5.3       ]]\n",
      "[[  0.          0.          0.        462.          1.        383.0147752\n",
      "    8.          2.         25.          0.        383.67      383.0147752\n",
      "    2.         49.3         6.2      ]]\n",
      "[[  0.           0.           0.         637.           1.\n",
      "  412.14478736   6.           1.          31.           0.\n",
      "  412.4        412.14478736   4.          85.1          2.9       ]]\n",
      "[[  0.           0.           0.         436.           1.\n",
      "  309.13380813   7.           2.          23.           0.\n",
      "  309.33       309.13380813   2.         122.           1.7       ]]\n",
      "[[  0.           0.           0.         136.           1.\n",
      "  136.06366289   2.           2.          10.           0.\n",
      "  136.15       136.06366289   1.          69.1         -0.5       ]]\n",
      "[[  0.           0.           0.         609.           1.\n",
      "  352.10592162   5.           3.          26.           0.\n",
      "  352.3        352.10592162   5.         107.           2.6       ]]\n",
      "[[  0.           0.           0.         380.           1.\n",
      "  350.04352204   4.           2.          24.           0.\n",
      "  350.5        350.04352204   3.          91.1          5.8       ]]\n",
      "[[  0.           0.           0.         580.           1.\n",
      "  395.15935418   6.           1.          29.           0.\n",
      "  395.4        395.15935418   5.         105.           2.        ]]\n",
      "[[  1.          0.          0.        776.          1.        415.2147438\n",
      "    4.          1.         31.          0.        415.5       415.2147438\n",
      "    5.         55.4         5.3      ]]\n",
      "[[0 0 0 575 3 475.1873988 6 5 33 0 476 475.1873988 9 91.9 None]]\n",
      "[[  1.           0.           0.         910.           1.\n",
      "  609.24434711   8.           2.          42.           0.\n",
      "  609.8        609.24434711  10.         157.           4.7       ]]\n",
      "[[  0.           1.           0.         617.           1.\n",
      "  371.10923336   3.           0.          27.           0.\n",
      "  371.5        371.10923336   2.          65.1          5.3       ]]\n",
      "[[  0.           1.           0.         689.           1.\n",
      "  424.10929293   5.           0.          30.           0.\n",
      "  424.5        424.10929293   6.          97.5          2.6       ]]\n",
      "[[  0.           0.           0.         796.           1.\n",
      "  466.05918936   7.           1.          31.           0.\n",
      "  466.6        466.05918936   5.         154.           4.8       ]]\n",
      "[[1 0 0 377 3 359.08748501 9 5 21 0 359.23 359.08748501 9 142 None]]\n",
      "[[2 0 0 309 2 352.23620752 6 4 25 0 352.5 352.23620752 9 127 None]]\n",
      "[[1 0 0 1010 2 624.22875661 10 3 42 0 624.8 624.22875661 8 193 None]]\n",
      "[[2 1 0 561 3 884.50028701 14 6 60 0 885.2 884.50028701 30 231 None]]\n",
      "[[1.00000000e+01 0.00000000e+00 0.00000000e+00 1.17000000e+03\n",
      "  1.00000000e+00 6.76236721e+02 1.50000000e+01 8.00000000e+00\n",
      "  4.80000000e+01 0.00000000e+00 6.76700000e+02 6.76236721e+02\n",
      "  9.00000000e+00 2.34000000e+02 1.70000000e+00]]\n",
      "[[  0.           0.           0.         612.           1.\n",
      "  368.12598836   6.           3.          27.           0.\n",
      "  368.4        368.12598836   4.          96.2          4.8       ]]\n",
      "[[6 0 0 912 2 533.1452592 10 6 37 0 534 533.1452592 3 177 None]]\n",
      "[[  0.           0.           0.         502.           1.\n",
      "  338.20932407   5.           1.          24.           0.\n",
      "  338.4        338.20932407  12.          72.8          4.3       ]]\n",
      "[[  3.        0.        0.      386.        1.      353.97127   5.\n",
      "    3.       17.        0.      354.1     353.97127   2.       99.1\n",
      "   -1.     ]]\n",
      "[[  0.           0.           0.         318.           1.\n",
      "  240.07864425   3.           2.          18.           0.\n",
      "  240.25       240.07864425   1.          49.7          2.7       ]]\n",
      "[[  0.           0.           0.         586.           1.\n",
      "  426.19548552   7.           0.          31.           0.\n",
      "  426.5        426.19548552   8.          64.8          4.1       ]]\n",
      "[[  0.           0.           0.         706.           1.\n",
      "  493.25900865   7.           2.          37.           0.\n",
      "  493.6        493.25900865   7.          86.3          3.5       ]]\n",
      "[[  1.           0.           0.         186.           1.\n",
      "  111.04326179   1.           1.           8.           0.\n",
      "  111.1        111.04326179   0.          58.5         -1.4       ]]\n",
      "[[  3.           0.           0.         491.           1.\n",
      "  299.09397721   6.           3.          20.           0.\n",
      "  299.35       299.09397721   6.         142.          -0.7       ]]\n",
      "[[  0.           0.           0.         294.           1.\n",
      "  240.13749653   3.           1.          18.           0.\n",
      "  240.3        240.13749653   2.          56.7          2.6       ]]\n",
      "[[  1.          0.          0.        580.          1.        365.0600903\n",
      "    5.          2.         24.          0.        365.8       365.0600903\n",
      "    3.        101.          2.9      ]]\n",
      "[[  0.          0.          0.        558.          1.        389.0931045\n",
      "    3.          1.         28.          0.        389.8       389.0931045\n",
      "    5.         64.          3.9      ]]\n",
      "[[5 0 0 1030 2 711.33018473 11 6 50 0 711.9 711.33018473 12 201 None]]\n",
      "[[  0.           0.           0.         574.           1.\n",
      "  376.09939695   5.           0.          27.           0.\n",
      "  376.4        376.09939695   4.          95.8          2.3       ]]\n",
      "[[  0.           0.           0.         448.           1.\n",
      "  262.07422757   3.           2.          20.           0.\n",
      "  262.26       262.07422757   1.          65.4          2.7       ]]\n",
      "[[  0.          0.          0.        506.          1.        357.0767857\n",
      "    4.          1.         25.          0.        357.8       357.0767857\n",
      "    4.         68.5         4.3      ]]\n",
      "[[  1.          0.          0.        270.          1.        218.1055277\n",
      "    3.          2.         16.          0.        218.25      218.1055277\n",
      "    3.         68.2        -1.3      ]]\n",
      "[[  8.           1.           0.         926.           1.\n",
      "  430.23553881   6.           3.          31.           0.\n",
      "  430.5        430.23553881   4.         104.           2.        ]]\n",
      "[[  0.        0.        0.      228.        1.      291.93449   3.\n",
      "    1.       13.        0.      292.03    291.93449   1.       88.9\n",
      "    1.3    ]]\n",
      "[[3 0 0 430 3 429.15147 5 2 26 0 430.4 429.15147 6 47.5 None]]\n",
      "[[  0.           0.           0.         407.           1.\n",
      "  280.10994437   3.           0.          21.           0.\n",
      "  280.3        280.10994437   3.          35.5          4.        ]]\n",
      "[[  0.           0.           0.         582.           1.\n",
      "  398.04828789   9.           1.          26.           0.\n",
      "  398.4        398.04828789   4.         132.           3.7       ]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 1.20000000e+03\n",
      "  1.00000000e+00 5.86279135e+02 8.00000000e+00 1.00000000e+00\n",
      "  4.30000000e+01 0.00000000e+00 5.86700000e+02 5.86279135e+02\n",
      "  5.00000000e+00 1.13000000e+02 3.00000000e+00]]\n",
      "[[0 1 0 351 2 371.0188092 9 4 24 0 372.16 371.0188092 3 165 None]]\n",
      "[[ 15.           0.           0.         817.           1.\n",
      "  569.29082184  16.          12.          39.           0.\n",
      "  569.6        569.29082184   9.         298.          -6.9       ]]\n",
      "[[1 0 0 431 2 478.978717 5 1 29 0 479.1 476.981667 6 93.1 None]]\n",
      "[[  0.           1.           0.         331.           1.\n",
      "  256.07355887   4.           3.          19.           0.\n",
      "  256.25       256.07355887   3.          77.8          3.2       ]]\n",
      "[[  0.           0.           0.         120.           1.\n",
      "  137.05891186   3.           2.          10.           0.\n",
      "  137.14       137.05891186   1.          68.          -0.7       ]]\n",
      "[[  1.           0.           0.         187.           1.\n",
      "  211.12084341   4.           4.          15.           0.\n",
      "  211.26       211.12084341   4.          72.7         -0.6       ]]\n",
      "[[  0.           4.           0.         567.           1.\n",
      "  300.20893014   2.           1.          22.           0.\n",
      "  300.4        300.20893014   5.          37.3          6.3       ]]\n",
      "[[  1.         0.         0.       803.         1.       516.229204\n",
      "    4.         1.        37.         0.       517.1      516.229204\n",
      "    9.        79.         5.3     ]]\n",
      "[[  1.           0.           0.         685.           1.\n",
      "  371.14812079   8.           1.          27.           0.\n",
      "  371.4        371.14812079   6.         104.           4.3       ]]\n",
      "[[  0.           1.           0.         613.           1.\n",
      "  384.17975527   5.           0.          28.           0.\n",
      "  384.4        384.17975527   6.          76.9          2.5       ]]\n",
      "[[3.00000000e+00 0.00000000e+00 0.00000000e+00 1.12000000e+03\n",
      "  1.00000000e+00 7.04239307e+02 9.00000000e+00 0.00000000e+00\n",
      "  4.90000000e+01 0.00000000e+00 7.05600000e+02 7.04239307e+02\n",
      "  1.10000000e+01 1.01000000e+02 5.70000000e+00]]\n",
      "[[1 0 0 663 2 504.2391 6 1 35 0 505 504.2391 10 60.5 None]]\n",
      "[[  0.           0.           0.         671.           1.\n",
      "  392.20999277   4.           3.          29.           0.\n",
      "  392.5        392.20999277   4.          78.4          5.6       ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 8.36000000e+02\n",
      "  1.00000000e+00 4.47110021e+02 9.00000000e+00 0.00000000e+00\n",
      "  3.10000000e+01 0.00000000e+00 4.47500000e+02 4.47110021e+02\n",
      "  6.00000000e+00 1.32000000e+02 2.00000000e-01]]\n",
      "[[1 0 0 797 1 516.0873659 9 4 34 0 517.1 516.0873659 11 168 None]]\n",
      "[[  2.           0.           0.         534.           1.\n",
      "  399.28857745   3.           1.          29.           0.\n",
      "  399.6        399.28857745   5.          47.           4.6       ]]\n",
      "[[  0.           0.           0.         432.           1.\n",
      "  350.12013239   5.           1.          25.           0.\n",
      "  350.4        350.12013239   5.          79.7          5.1       ]]\n",
      "[[  0.          0.          0.        446.          1.        325.1677936\n",
      "    4.          0.         24.          0.        325.4       325.1677936\n",
      "    3.         48.4         3.7      ]]\n",
      "[[  0.          0.          0.        809.          1.        460.2586743\n",
      "    5.          2.         34.          0.        460.6       460.2586743\n",
      "    6.        105.          3.1      ]]\n",
      "[[  0.          1.          0.        455.          1.        364.1050661\n",
      "    7.          3.         25.          0.        364.79      364.1050661\n",
      "    6.        124.          1.8      ]]\n",
      "[[  0.           0.           0.         564.           1.\n",
      "  377.12004978   7.           0.          28.           0.\n",
      "  377.3        377.12004978   3.          73.8          2.1       ]]\n",
      "[[  0.           0.           0.         630.           1.\n",
      "  394.06596577  10.           3.          27.           0.\n",
      "  394.4        394.06596577   4.         154.           2.4       ]]\n",
      "[[  0.           1.           0.         584.           1.\n",
      "  372.11571572   7.           2.          27.           0.\n",
      "  372.4        372.11571572   5.         112.           3.3       ]]\n",
      "[[  1.          0.          0.        706.          1.        456.1386749\n",
      "    6.          0.         31.          0.        457.        456.1386749\n",
      "    5.         97.6         4.9      ]]\n",
      "[[0 0 0 577 2 447.1713548 4 3 32 0 448 447.1713548 6 77.2 None]]\n",
      "[[  0.           0.           0.         820.           1.\n",
      "  520.14818036   9.           1.          38.           0.\n",
      "  520.5        520.14818036   5.         133.           4.2       ]]\n",
      "[[  0.           0.           0.         605.           1.\n",
      "  433.16377085   6.           0.          32.           0.\n",
      "  433.5        433.16377085   6.          87.8          4.3       ]]\n",
      "[[  0.           0.           0.         462.           1.\n",
      "  338.16304258   3.           2.          25.           0.\n",
      "  338.4        338.16304258   5.          81.4          3.8       ]]\n",
      "[[  0.          1.          0.        516.          1.        337.0384821\n",
      "    4.          1.         22.          0.        338.2       337.0384821\n",
      "    4.         81.          3.1      ]]\n",
      "[[  0.           0.           0.         361.           1.\n",
      "  339.15176687   6.           2.          24.           0.\n",
      "  339.5        339.15176687   7.          91.           4.4       ]]\n",
      "[[  1.          0.          0.        619.          1.        474.1016207\n",
      "    7.          2.         32.          0.        475.        474.1016207\n",
      "   10.        127.          4.5      ]]\n",
      "[[  1.           0.           0.         661.           1.\n",
      "  480.14674106   8.           2.          34.           0.\n",
      "  480.5        480.14674106   8.         132.           3.6       ]]\n",
      "[[  0.           0.           0.         677.           1.\n",
      "  469.12494056   8.           2.          34.           0.\n",
      "  469.4        469.12494056   6.          81.7          4.5       ]]\n",
      "[[  1.           0.           0.         600.           1.\n",
      "  398.13002837   5.           1.          28.           0.\n",
      "  398.5        398.13002837   7.          84.1          2.5       ]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 1.37000000e+03\n",
      "  1.00000000e+00 7.21202876e+02 1.00000000e+01 0.00000000e+00\n",
      "  5.10000000e+01 0.00000000e+00 7.21800000e+02 7.21202876e+02\n",
      "  1.00000000e+01 1.47000000e+02 5.60000000e+00]]\n",
      "[[  0.          1.          0.        713.          1.        500.1536563\n",
      "    6.          1.         34.          0.        501.        500.1536563\n",
      "   11.         78.5         4.5      ]]\n",
      "[[  0.          0.          0.        529.          1.        416.1251329\n",
      "    6.          2.         29.          0.        416.9       416.1251329\n",
      "    7.         94.6         3.9      ]]\n",
      "[[0 0 0 487 2 479.1088703 5 4 31 0 480.4 479.1088703 10 101 None]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 1.01000000e+03\n",
      "  1.00000000e+00 5.82230077e+02 8.00000000e+00 1.00000000e+00\n",
      "  4.20000000e+01 0.00000000e+00 5.82700000e+02 5.82230077e+02\n",
      "  6.00000000e+00 1.03000000e+02 4.90000000e+00]]\n",
      "[[  2.          0.          0.        643.          1.        465.2376045\n",
      "    9.          1.         34.          0.        465.5       465.2376045\n",
      "    5.         93.1         2.6      ]]\n",
      "[[  0.           0.           0.         643.           1.\n",
      "  395.06498576   6.           0.          27.           0.\n",
      "  395.5        395.06498576   2.          89.4          3.9       ]]\n",
      "[[  2.           0.           0.         972.           1.\n",
      "  547.21409235   8.           1.          39.           0.\n",
      "  547.7        547.21409235   5.         106.           3.5       ]]\n",
      "[[  0.           0.           0.         578.           1.\n",
      "  390.07079942   6.           3.          26.           0.\n",
      "  390.5        390.07079942   3.         148.           3.4       ]]\n",
      "[[  0.           0.           0.         403.           1.\n",
      "  340.16879666   4.           2.          26.           0.\n",
      "  340.4        340.16879666   6.          49.8          5.3       ]]\n",
      "[[  0.          0.          0.        435.          1.        373.0384821\n",
      "    5.          1.         25.          0.        374.2       373.0384821\n",
      "    4.         56.3         4.7      ]]\n",
      "[[  0.           0.           0.         558.           1.\n",
      "  396.16985929   6.           2.          30.           0.\n",
      "  396.4        396.16985929   5.          90.9          4.5       ]]\n",
      "[[  0.           0.           0.         497.           1.\n",
      "  372.19501141   5.           1.          28.           0.\n",
      "  372.5        372.19501141   4.          50.3          5.        ]]\n",
      "[[  0.           0.           0.         410.           1.\n",
      "  320.15247789   4.           2.          24.           0.\n",
      "  320.4        320.15247789   2.          56.6          3.8       ]]\n",
      "[[  0.           0.           0.         627.           1.\n",
      "  328.05177805   6.           2.          23.           0.\n",
      "  328.3        328.05177805   3.         115.           1.4       ]]\n",
      "[[  0.           1.           0.         480.           1.\n",
      "  332.16371128   3.           2.          25.           0.\n",
      "  332.4        332.16371128   3.          61.           2.7       ]]\n",
      "[[  0.           0.           0.         773.           1.\n",
      "  574.28903094  10.           2.          41.           0.\n",
      "  574.7        574.28903094  16.         127.           2.6       ]]\n",
      "[[  0.           0.           0.         540.           1.\n",
      "  431.22089181   5.           1.          32.           0.\n",
      "  431.5        431.22089181   9.          63.7          2.9       ]]\n",
      "[[  0.          0.          0.        456.          1.        376.0648413\n",
      "    5.          1.         25.          0.        376.9       376.0648413\n",
      "    6.         88.7         4.3      ]]\n",
      "[[  0.           0.           0.         451.           1.\n",
      "  286.04773804   6.           4.          21.           0.\n",
      "  286.24       286.04773804   1.         107.           1.9       ]]\n",
      "[[ 15.           0.           0.         638.           1.\n",
      "  484.23805799  15.          11.          33.           0.\n",
      "  484.5        484.23805799   6.         283.          -6.9       ]]\n",
      "[[  0.           0.           0.         436.           1.\n",
      "  317.10519335   3.           2.          24.           0.\n",
      "  317.3        317.10519335   4.          66.4          4.2       ]]\n",
      "[[  0.           0.           0.         627.           1.\n",
      "  395.16451974   5.           1.          29.           0.\n",
      "  395.4        395.16451974   5.          69.7          2.6       ]]\n",
      "[[  2.          0.          0.        735.          1.        530.1487608\n",
      "    6.          0.         36.          0.        531.4       530.1487608\n",
      "    7.         69.1         4.3      ]]\n",
      "[[  1.           0.           0.         331.           1.\n",
      "  254.09429431   3.           1.          19.           0.\n",
      "  254.28       254.09429431   4.          54.4          3.1       ]]\n",
      "[[  1.           0.           0.         376.           1.\n",
      "  255.08954328   3.           1.          19.           0.\n",
      "  255.27       255.08954328   3.          59.3          1.9       ]]\n",
      "[[  0.           0.           0.         476.           1.\n",
      "  309.11873541   3.           0.          22.           0.\n",
      "  309.4        309.11873541   0.          48.6          3.2       ]]\n",
      "[[  0.           0.           0.         239.           1.\n",
      "  215.08070993   5.           2.          16.           0.\n",
      "  215.21       215.08070993   3.          79.6          1.        ]]\n",
      "[[  0.           0.           0.         355.           1.\n",
      "  298.00074134   8.           5.          18.           0.\n",
      "  298.12       298.00074134   4.         145.          -1.7       ]]\n",
      "[[  0.          0.          0.        425.          1.        347.0825398\n",
      "    3.          2.         25.          0.        347.8       347.0825398\n",
      "    3.         61.8         4.2      ]]\n",
      "[[  1.           0.           0.         274.           1.\n",
      "  233.11240398   6.           3.          16.           0.\n",
      "  233.23       233.11240398   7.         149.          -1.        ]]\n",
      "[[  1.       0.       0.     420.       1.     776.6867   5.       3.\n",
      "   24.       0.     776.87   776.6867   5.      92.8      2.4   ]]\n",
      "[[1 0 0 246 2 240.0487973 2 1 15 0 240.75 240.0487973 1 40.9 None]]\n",
      "[[  0.           0.           0.         587.           1.\n",
      "  406.19059474   5.           1.          31.           0.\n",
      "  406.5        406.19059474   3.          58.4          3.3       ]]\n",
      "[[  0.        1.        0.      386.        1.      359.8932    3.\n",
      "    2.       17.        0.      360.      357.89525   2.       73.1\n",
      "    3.8    ]]\n",
      "[[  0.           0.           0.         591.           1.\n",
      "  363.21982918   3.           1.          27.           0.\n",
      "  363.5        363.21982918   3.          50.2          6.1       ]]\n",
      "[[  0.           0.           0.         560.           1.\n",
      "  396.16985929   6.           1.          30.           0.\n",
      "  396.4        396.16985929   5.          93.6          1.8       ]]\n",
      "[[  0.           0.           0.         566.           1.\n",
      "  303.02014357   6.           2.          21.           0.\n",
      "  303.29       303.02014357   1.         123.           2.1       ]]\n",
      "[[  0.           0.           0.         939.           1.\n",
      "  570.30668712   9.           1.          42.           0.\n",
      "  570.7        570.30668712   5.          97.4          3.        ]]\n",
      "[[  5.           0.           0.         644.           1.\n",
      "  366.05554328   9.           4.          23.           0.\n",
      "  366.4        366.05554328   7.         198.          -4.4       ]]\n",
      "[[0 0 0 701 3 612.22000345 11 4 41 0 612.7 612.22000345 5 211 None]]\n",
      "[[  2.           0.           0.         903.           1.\n",
      "  559.19970559   7.           1.          37.           0.\n",
      "  559.8        559.19970559  10.         141.           6.2       ]]\n",
      "[[  1.           0.           0.         430.           1.\n",
      "  320.09072397   6.           1.          22.           0.\n",
      "  320.4        320.09072397   2.          89.5          2.1       ]]\n",
      "[[  1.          1.          0.        576.          1.        443.0915803\n",
      "    5.          2.         30.          0.        444.3       443.0915803\n",
      "    7.         88.8         3.5      ]]\n",
      "[[  2.           0.           0.         610.           1.\n",
      "  390.09620327   7.           2.          27.           0.\n",
      "  390.4        390.09620327   3.         115.           1.5       ]]\n",
      "[[  0.           0.           0.         463.           1.\n",
      "  307.12084341   4.           0.          23.           0.\n",
      "  307.3        307.12084341   2.          38.8          3.1       ]]\n",
      "[[  0.           0.           0.         612.           1.\n",
      "  383.11575803   5.           0.          29.           0.\n",
      "  383.4        383.11575803   5.          72.5          5.        ]]\n",
      "[[  3.           0.           0.         789.           1.\n",
      "  479.16566256   6.           3.          35.           0.\n",
      "  479.5        479.16566256   5.          98.7          3.        ]]\n",
      "[[  0.           0.           0.         632.           1.\n",
      "  441.21647513   6.           0.          33.           0.\n",
      "  441.5        441.21647513   6.          65.3          2.8       ]]\n",
      "[[  0.           0.           0.         585.           1.\n",
      "  369.15896025   4.           1.          28.           0.\n",
      "  369.4        369.15896025   3.          86.7          2.4       ]]\n",
      "[[0 0 0 606 2 430.182334 4 1 30 0 430.9 430.182334 5 40.6 None]]\n",
      "[[3 0 0 806 4 635.168467 7 4 42 0 637 635.168467 6 48.8 None]]\n",
      "[[  1.           0.           0.         275.           1.\n",
      "  250.13174245   3.           2.          18.           0.\n",
      "  250.29       250.13174245   6.          67.4          0.3       ]]\n",
      "[[  9.           0.           0.         395.           1.\n",
      "  342.11621152  11.           8.          23.           0.\n",
      "  342.3        342.11621152   5.         190.          -4.3       ]]\n",
      "[[  1.          1.          0.        569.          1.        431.1878776\n",
      "    7.          1.         30.          0.        431.6       431.1878776\n",
      "   11.        104.          1.4      ]]\n",
      "[[  2.          0.          0.        331.          1.        229.0521124\n",
      "    4.          2.         15.          0.        229.26      229.0521124\n",
      "    2.        113.         -0.9      ]]\n",
      "[[  0.          0.          0.        242.          1.        255.0078506\n",
      "    5.          2.         16.          0.        256.09      255.0078506\n",
      "    1.         90.7         1.4      ]]\n",
      "[[  1.           0.           0.         480.           1.\n",
      "  369.07588237   8.           1.          25.           0.\n",
      "  369.4        369.07588237   5.          87.1          2.8       ]]\n",
      "[[  0.          0.          0.        898.          1.        580.1347324\n",
      "    9.          2.         40.          0.        581.1       580.1347324\n",
      "   11.        115.          5.1      ]]\n",
      "[[1.20000000e+01 0.00000000e+00 0.00000000e+00 1.12000000e+03\n",
      "  1.00000000e+00 5.84309766e+02 9.00000000e+00 3.00000000e+00\n",
      "  4.20000000e+01 0.00000000e+00 5.84700000e+02 5.84309766e+02\n",
      "  8.00000000e+00 1.27000000e+02 1.60000000e+00]]\n",
      "[[  0.          0.          0.        571.          1.        356.0927701\n",
      "    3.          1.         25.          0.        356.8       356.0927701\n",
      "    3.         60.8         3.7      ]]\n",
      "[[  1.          0.          0.        721.          1.        435.0707351\n",
      "    5.          1.         29.          0.        435.9       435.0707351\n",
      "    5.         84.8         3.5      ]]\n",
      "[[  0.           0.           0.         327.           1.\n",
      "  270.06161203   6.           1.          19.           0.\n",
      "  270.21       270.06161203   2.          55.1          2.5       ]]\n",
      "[[  1.           0.           0.         437.           1.\n",
      "  259.09569129   4.           2.          19.           0.\n",
      "  259.26       259.09569129   1.          92.5         -0.5       ]]\n",
      "[[  0.          0.          0.        634.          1.        426.1094828\n",
      "    5.          3.         30.          0.        426.9       426.1094828\n",
      "    6.        116.          2.8      ]]\n",
      "[[  0.           0.           0.         420.           1.\n",
      "  285.10144538   4.           0.          22.           0.\n",
      "  285.3        285.10144538   3.          78.3          2.7       ]]\n",
      "[[  1.          0.          0.        203.          1.        170.1055277\n",
      "    2.          1.         12.          0.        170.21      170.1055277\n",
      "    3.         63.4        -0.3      ]]\n",
      "[[  1.           0.           0.         209.           1.\n",
      "  197.06880784   5.           4.          14.           0.\n",
      "  197.19       197.06880784   3.         104.          -2.7       ]]\n",
      "[[ 1.00000000e+00  0.00000000e+00  0.00000000e+00  6.34000000e+02\n",
      "   1.00000000e+00  3.61143784e+02  8.00000000e+00  1.00000000e+00\n",
      "   2.60000000e+01  0.00000000e+00  3.61400000e+02  3.61143784e+02\n",
      "   2.00000000e+00  7.33000000e+01 -4.00000000e-01]]\n",
      "[[  6.           0.           0.         609.           1.\n",
      "  312.20893014   2.           1.          23.           0.\n",
      "  312.4        312.20893014   2.          37.3          3.3       ]]\n",
      "[[  1.           0.           0.         549.           1.\n",
      "  280.10725903   6.           2.          21.           0.\n",
      "  280.28       280.10725903   3.         113.           2.3       ]]\n",
      "[[  1.           0.           0.         505.           1.\n",
      "  341.14092741   6.           2.          23.           0.\n",
      "  341.4        341.14092741   6.         110.           0.6       ]]\n",
      "[[  0.          0.          0.        537.          1.        379.1339066\n",
      "    2.          1.         27.          0.        379.9       379.1339066\n",
      "    4.         42.2         5.2      ]]\n",
      "[[  0.           0.           0.         386.           1.\n",
      "  304.12117776   3.           1.          23.           0.\n",
      "  304.3        304.12117776   4.          51.2          3.1       ]]\n",
      "[[9.00000000e+00 0.00000000e+00 0.00000000e+00 1.01000000e+03\n",
      "  1.00000000e+00 4.70194068e+02 8.00000000e+00 0.00000000e+00\n",
      "  3.40000000e+01 0.00000000e+00 4.70500000e+02 4.70194068e+02\n",
      "  1.00000000e+00 1.05000000e+02 1.80000000e+00]]\n",
      "[[  1.           0.           0.         885.           1.\n",
      "  472.23352218   7.           1.          35.           0.\n",
      "  472.5        472.23352218   4.         114.           1.9       ]]\n",
      "[[9 0 0 499 2 442.1904357 8 6 28 0 443 442.1904357 7 148 None]]\n",
      "[[  1.          0.          0.        472.          1.        337.1437843\n",
      "    6.          1.         24.          0.        337.35      337.1437843\n",
      "    4.         71.1         0.7      ]]\n",
      "[[  0.           0.           0.         541.           1.\n",
      "  375.14953839   4.           4.          28.           0.\n",
      "  375.4        375.14953839   3.          95.8          3.9       ]]\n",
      "[[  0.           0.           0.         555.           1.\n",
      "  391.16846231   3.           0.          30.           0.\n",
      "  391.5        391.16846231   5.          46.1          4.1       ]]\n",
      "[[  0.           0.           0.         663.           1.\n",
      "  421.19026038   5.           2.          32.           0.\n",
      "  421.5        421.19026038   3.          89.3          4.2       ]]\n",
      "[[  0.           0.           0.         407.           1.\n",
      "  328.12454907   4.           0.          23.           0.\n",
      "  328.4        328.12454907   4.          66.7          4.9       ]]\n",
      "[[  0.          0.          0.        715.          1.        441.9793127\n",
      "    6.          2.         28.          0.        443.3       441.9793127\n",
      "    5.        137.          4.       ]]\n",
      "[[1 0 0 586 2 387.1161255 8 3 26 0 387.8 387.1161255 3 72.9 None]]\n",
      "[[  0.           0.           0.         717.           1.\n",
      "  445.22867979   5.           2.          31.           0.\n",
      "  445.6        445.22867979   6.         106.           5.9       ]]\n",
      "[[  0.          0.          0.        219.          1.        233.0931045\n",
      "    3.          1.         15.          0.        233.69      233.0931045\n",
      "    3.         61.8         2.8      ]]\n",
      "[[  1.        0.        0.      790.        1.      638.04818   3.\n",
      "    1.       36.        0.      638.8     636.05023   3.       79.5\n",
      "    4.8    ]]\n",
      "[[  0.         0.         0.       396.         1.       320.011933\n",
      "    3.         1.        21.         0.       321.2      320.011933\n",
      "    3.        55.1        4.3     ]]\n",
      "[[  0.         0.         0.       623.         1.       476.223056\n",
      "    3.         1.        34.         0.       477.       476.223056\n",
      "    7.        43.8        5.      ]]\n",
      "[[  4.           0.           0.         940.           1.\n",
      "  628.36247066   5.           4.          46.           0.\n",
      "  628.8        628.36247066  15.         120.           5.9       ]]\n",
      "[[  0.          0.          0.        569.          1.        382.1448057\n",
      "    3.          0.         27.          0.        382.9       382.1448057\n",
      "    2.         42.4         5.2      ]]\n",
      "[[  0.          0.          0.        634.          1.        370.9801259\n",
      "    7.          2.         23.          0.        371.8       370.9801259\n",
      "    2.        136.          2.1      ]]\n",
      "[[  7.         0.         0.       882.         1.       466.175831\n",
      "    7.         1.        32.         0.       466.9      466.175831\n",
      "    7.        99.1        3.9     ]]\n",
      "[[  8.           0.           0.         666.           1.\n",
      "  404.25627426   5.           1.          29.           0.\n",
      "  404.5        404.25627426   7.          72.8          4.3       ]]\n",
      "[[  4.           0.           0.         525.           1.\n",
      "  390.22178046   7.           2.          27.           0.\n",
      "  390.5        390.22178046  11.          83.8          4.        ]]\n",
      "[[  0.           0.           0.         776.           1.\n",
      "  452.11837801   8.           2.          33.           0.\n",
      "  452.4        452.11837801   5.          97.8          4.4       ]]\n",
      "[[  1.         1.         0.       671.         1.       527.154948\n",
      "    2.         1.        35.         0.       528.9      527.154948\n",
      "   10.        23.5        8.7     ]]\n",
      "[[ 10.           0.           0.         766.           1.\n",
      "  426.38616623   1.           1.          31.           0.\n",
      "  426.7        426.38616623   1.          20.2          9.9       ]]\n",
      "[[  0.           0.           0.         447.           1.\n",
      "  286.04773804   6.           4.          21.           0.\n",
      "  286.24       286.04773804   1.         107.           1.4       ]]\n",
      "[[  0.           0.           0.         340.           1.\n",
      "  307.18959168   4.           3.          22.           0.\n",
      "  307.39       307.18959168   9.          81.7          1.7       ]]\n",
      "[[1 0 0 535 4 516.25533 3 4 33 0 518 516.25533 3 33.1 None]]\n",
      "[[  0.          0.          0.        839.          1.        464.0930096\n",
      "    8.          1.         32.          0.        464.4       464.0930096\n",
      "    3.        109.          3.6      ]]\n",
      "[[  3.           0.           0.         617.           1.\n",
      "  461.28897137   5.           3.          33.           0.\n",
      "  461.6        461.28897137  15.         114.           4.4       ]]\n",
      "[[  3.           0.           0.         644.           1.\n",
      "  475.30462143   5.           3.          34.           0.\n",
      "  475.6        475.30462143  15.         114.           4.8       ]]\n",
      "[[  0.           0.           0.         374.           1.\n",
      "  340.20384476   3.           2.          25.           0.\n",
      "  340.5        340.20384476  10.          57.5          7.4       ]]\n",
      "[[  0.           0.           0.         773.           1.\n",
      "  517.10424542   7.           2.          36.           0.\n",
      "  517.6        517.10424542   6.         141.           4.9       ]]\n",
      "[[  0.           0.           0.         504.           1.\n",
      "  375.15513818   6.           0.          25.           0.\n",
      "  375.6        375.15513818   4.          98.2          3.7       ]]\n",
      "[[  0.           0.           0.         197.           1.\n",
      "  176.08104428   4.           2.          13.           0.\n",
      "  176.18       176.08104428   1.          83.1          0.2       ]]\n",
      "[[  0.          0.          0.        665.          1.        442.0817143\n",
      "    6.          1.         29.          0.        442.9       442.0817143\n",
      "    6.         79.8         4.7      ]]\n",
      "[[  0.           0.           0.         795.           1.\n",
      "  500.26482231   9.           2.          37.           0.\n",
      "  500.6        500.26482231   7.         101.           3.1       ]]\n",
      "[[  1.        0.        0.      828.        1.      461.12661   6.\n",
      "    2.       32.        0.      461.9     461.12661   4.      107.\n",
      "    2.3    ]]\n",
      "[[  0.           0.           0.         760.           1.\n",
      "  407.17461032   4.           2.          31.           0.\n",
      "  407.5        407.17461032   3.          83.6          3.        ]]\n",
      "[[  1.          0.          0.        895.          1.        495.1576401\n",
      "    9.          1.         35.          0.        495.6       495.1576401\n",
      "    6.        124.          1.2      ]]\n",
      "[[2.00000000e+00 0.00000000e+00 0.00000000e+00 1.04000000e+03\n",
      "  1.00000000e+00 5.57223846e+02 7.00000000e+00 3.00000000e+00\n",
      "  4.10000000e+01 0.00000000e+00 5.57600000e+02 5.57223846e+02\n",
      "  4.00000000e+00 1.03000000e+02 2.80000000e+00]]\n",
      "[[  0.          0.          0.        611.          1.        461.0976186\n",
      "    8.          2.         31.          0.        461.9       461.0976186\n",
      "    7.        113.          5.4      ]]\n",
      "[[  1.          0.          0.        653.          1.        438.0861127\n",
      "    8.          2.         30.          0.        438.4       438.0861127\n",
      "    6.        110.          3.7      ]]\n",
      "[[  0.        0.        0.      572.        1.      466.04004  10.\n",
      "    1.       29.        0.      467.2     466.04004   6.      119.\n",
      "    3.4    ]]\n",
      "[[  0.          0.          0.        638.          1.        471.1998782\n",
      "    3.          1.         32.          0.        472.1       471.1998782\n",
      "    8.         67.5         7.6      ]]\n",
      "[[  1.           0.           0.         668.           1.\n",
      "  407.13036272   6.           1.          29.           0.\n",
      "  407.5        407.13036272   5.          93.4          3.6       ]]\n",
      "[[  0.          0.          0.        522.          1.        366.0883534\n",
      "    4.          2.         26.          0.        366.8       366.0883534\n",
      "    3.         79.9         3.1      ]]\n",
      "[[  1.          0.          0.        695.          1.        505.0102337\n",
      "   11.          3.         32.          0.        506.3       505.0102337\n",
      "    5.        164.          3.       ]]\n",
      "[[  4.           0.           0.         734.           1.\n",
      "  443.16272548   8.           3.          31.           0.\n",
      "  443.5        443.16272548   6.         141.           1.7       ]]\n",
      "[[  0.          0.          0.        755.          1.        476.0851598\n",
      "    8.          2.         34.          0.        476.9       476.0851598\n",
      "    4.         87.5         5.2      ]]\n",
      "[[  0.           0.           0.         531.           1.\n",
      "  392.16371128   4.           0.          30.           0.\n",
      "  392.5        392.16371128   5.          52.8          4.2       ]]\n",
      "[[  0.           0.           0.         251.           1.\n",
      "  193.08914936   1.           0.          15.           0.\n",
      "  193.24       193.08914936   2.          12.9          3.3       ]]\n",
      "[[  0.        0.        0.      642.        1.      587.9613   10.\n",
      "    2.       32.        0.      588.3     585.96335  11.      137.\n",
      "    3.7    ]]\n",
      "[[  0.           0.           0.         363.           1.\n",
      "  288.04900134   6.           0.          18.           0.\n",
      "  288.4        288.04900134   6.         103.           3.8       ]]\n",
      "[[1 0 0 1090 3 682.2324904 9 3 47 0 683.6 682.2324904 11 117 None]]\n",
      "[[  4.           0.           0.         105.           1.\n",
      "  182.07903817   6.           6.          12.           0.\n",
      "  182.17       182.07903817   5.         121.          -3.1       ]]\n",
      "[[  3.           1.           0.         783.           1.\n",
      "  416.25627426   5.           2.          30.           0.\n",
      "  416.5        416.25627426   7.          76.           3.5       ]]\n",
      "[[0 0 0 339 2 313.1597275 1 2 22 0 313.9 313.1597275 4 12 None]]\n",
      "[[  3.           0.           0.         751.           1.\n",
      "  513.32791729   6.           1.          37.           0.\n",
      "  513.7        513.32791729   8.          63.           5.1       ]]\n",
      "[[ 0.00000000e+00  0.00000000e+00  0.00000000e+00  6.36000000e+02\n",
      "   1.00000000e+00  3.62139033e+02  9.00000000e+00  1.00000000e+00\n",
      "   2.60000000e+01  0.00000000e+00  3.62400000e+02  3.62139033e+02\n",
      "   2.00000000e+00  7.66000000e+01 -5.00000000e-01]]\n",
      "[[  5.          0.          0.        508.          1.        313.1080858\n",
      "    4.          2.         21.          0.        313.77      313.1080858\n",
      "    4.         75.6         1.8      ]]\n",
      "[[  0.           0.           0.         696.           1.\n",
      "  498.22018079   7.           2.          36.           0.\n",
      "  498.6        498.22018079   7.         102.           4.3       ]]\n",
      "[[  2.           0.           0.         303.           1.\n",
      "  302.15180919   4.           4.          22.           0.\n",
      "  302.4        302.15180919   5.          80.9          4.3       ]]\n",
      "[[  4.          0.          0.        356.          1.        248.1888634\n",
      "    2.          0.         18.          0.        248.36      248.1888634\n",
      "    0.         23.6         1.6      ]]\n",
      "[[  0.           0.           0.         423.           1.\n",
      "  295.09569129   4.           2.          22.           0.\n",
      "  295.29       295.09569129   4.          84.1          2.8       ]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[  0.           0.           0.         294.           1.\n",
      "  233.10519335   3.           1.          17.           0.\n",
      "  233.26       233.10519335   3.          51.5          2.3       ]]\n",
      "[[  0.          0.          0.        991.          1.        586.1982978\n",
      "    7.          2.         42.          0.        587.1       586.1982978\n",
      "    7.        116.          5.8      ]]\n",
      "[[1 0 0 448 3 462.139632 2 2 30 0 463.9 462.139632 5 6.5 None]]\n",
      "[[  7.           0.           0.         767.           1.\n",
      "  386.24570957   4.           0.          28.           0.\n",
      "  386.5        386.24570957   3.          60.4          4.1       ]]\n",
      "[[  2.           0.           0.         483.           1.\n",
      "  378.11668212   9.           2.          26.           0.\n",
      "  378.31       378.11668212   2.          45.2          3.6       ]]\n",
      "[[  6.           0.           0.         821.           1.\n",
      "  384.23005951   4.           0.          28.           0.\n",
      "  384.5        384.23005951   3.          60.4          3.1       ]]\n",
      "[[  4.           0.           0.         134.           1.\n",
      "  195.11067265   6.           6.          13.           0.\n",
      "  195.21       195.11067265   6.         113.          -2.8       ]]\n",
      "[[  0.           0.           0.         270.           1.\n",
      "  232.12117776   2.           2.          17.           0.\n",
      "  232.28       232.12117776   4.          54.1          0.8       ]]\n",
      "[[  0.           0.           0.         628.           1.\n",
      "  351.03474826   7.           2.          23.           0.\n",
      "  351.4        351.03474826   2.         136.           3.        ]]\n",
      "[[  1.          0.          0.        265.          1.        304.0745332\n",
      "    4.          2.         19.          0.        305.2       304.0745332\n",
      "    8.         66.6        -0.5      ]]\n",
      "[[  2.           0.           0.         240.           1.\n",
      "  179.16739968   1.           1.          13.           0.\n",
      "  179.3        179.16739968   0.          26.           3.3       ]]\n",
      "[[  0.          0.          0.        289.          1.        172.0524295\n",
      "    2.          0.         13.          0.        172.18      172.0524295\n",
      "    0.         34.1         2.2      ]]\n",
      "[[  7.         0.         0.       795.         1.       372.193674\n",
      "    5.         2.        27.         0.       372.5      372.193674\n",
      "    2.        91.7        1.9     ]]\n",
      "[[  0.           0.           0.         529.           1.\n",
      "  309.12774031   3.           2.          23.           0.\n",
      "  309.3        309.12774031   1.          57.8          4.        ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 1.06000000e+03\n",
      "  1.00000000e+00 6.53347824e+02 6.00000000e+00 2.00000000e+00\n",
      "  4.90000000e+01 0.00000000e+00 6.53800000e+02 6.53347824e+02\n",
      "  1.10000000e+01 9.37000000e+01 5.50000000e+00]]\n",
      "[[  6.           0.           0.         679.           1.\n",
      "  383.15149209   7.           3.          26.           0.\n",
      "  383.5        383.15149209   5.         136.          -2.4       ]]\n",
      "[[  5.           0.           0.         519.           1.\n",
      "  310.19328008   2.           1.          23.           0.\n",
      "  310.4        310.19328008   2.          29.5          4.        ]]\n",
      "[[0 0 0 132 2 165.0781231 1 4 10 0 165.62 165.0781231 2 91.5 None]]\n",
      "[[5 0 0 998 2 478.1142934 9 7 33 0 478.9 478.1142934 2 182 None]]\n",
      "[[  1.           0.           0.         236.           1.\n",
      "  241.09502259   5.           2.          17.           0.\n",
      "  241.24       241.09502259   7.          91.           0.6       ]]\n",
      "[[  1.           0.           0.         704.           1.\n",
      "  454.17131584  12.           5.          33.           0.\n",
      "  454.4        454.17131584   9.         211.          -1.8       ]]\n",
      "[[  0.           0.           0.         325.           1.\n",
      "  216.04225874   4.           0.          16.           0.\n",
      "  216.19       216.04225874   1.          48.7          1.9       ]]\n",
      "[[  1.          0.          0.        246.          1.        211.0844579\n",
      "    5.          4.         15.          0.        211.21      211.0844579\n",
      "    3.        104.         -1.9      ]]\n",
      "[[0 0 0 483 2 319.0909965 4 0 21 0 319.9 319.0909965 1 43.9 None]]\n",
      "[[  8.           0.           0.         754.           1.\n",
      "  374.20932407   5.           3.          27.           0.\n",
      "  374.5        374.20932407   2.          94.8          1.9       ]]\n",
      "[[0 0 0 542 2 407.2128257 3 0 29 0 408 407.2128257 4 9.5 None]]\n",
      "[[  1.          0.          0.        594.          1.        365.0600903\n",
      "    5.          2.         24.          0.        365.8       365.0600903\n",
      "    2.        101.          4.1      ]]\n",
      "[[  0.           0.           0.         170.           1.\n",
      "  171.06439116   4.           1.          12.           0.\n",
      "  171.15       171.06439116   2.          83.9          0.        ]]\n",
      "[[  1.           0.           0.         342.           1.\n",
      "  264.16264865   2.           0.          20.           0.\n",
      "  264.4        264.16264865   0.           6.5          3.4       ]]\n",
      "[[1 0 0 441 2 478.978717 5 1 29 0 479.1 476.981667 6 93.1 None]]\n",
      "[[4.00000000e+00 0.00000000e+00 0.00000000e+00 1.14000000e+03\n",
      "  1.00000000e+00 5.70226705e+02 4.00000000e+00 1.00000000e+00\n",
      "  4.30000000e+01 0.00000000e+00 5.70600000e+02 5.70226705e+02\n",
      "  3.00000000e+00 7.77000000e+01 4.80000000e+00]]\n",
      "[[  5.           0.           0.         921.           1.\n",
      "  429.26677937   3.           1.          32.           0.\n",
      "  429.6        429.26677937   3.          40.5          3.8       ]]\n",
      "[[  4.           0.           0.         179.           1.\n",
      "  207.11067265   6.           5.          14.           0.\n",
      "  207.22       207.11067265   3.         104.          -2.6       ]]\n",
      "[[  0.           0.           0.         718.           1.\n",
      "  460.26990769   7.           2.          34.           0.\n",
      "  460.6        460.26990769   4.          91.2          2.8       ]]\n",
      "[[  0.           0.           0.         419.           1.\n",
      "  211.07456192   3.           1.          16.           0.\n",
      "  211.22       211.07456192   1.          65.8          0.        ]]\n",
      "[[ 4.000000e+00  0.000000e+00  0.000000e+00  9.710000e+02  1.000000e+00\n",
      "   4.571849e+02  9.000000e+00  5.000000e+00  3.300000e+01  0.000000e+00\n",
      "   4.575000e+02  4.571849e+02  3.000000e+00  1.650000e+02 -6.000000e-01]]\n",
      "[[  0.           0.           0.         329.           1.\n",
      "  209.12766013   3.           3.          15.           0.\n",
      "  209.25       209.12766013   1.          88.9          1.2       ]]\n",
      "[[  1.           0.           0.         345.           1.\n",
      "  265.15789763   3.           0.          20.           0.\n",
      "  265.35       265.15789763   0.          19.4          3.3       ]]\n",
      "[[2.50000000e+01 0.00000000e+00 0.00000000e+00 1.94000000e+03\n",
      "  1.00000000e+00 1.08447265e+03 2.40000000e+01 1.10000000e+01\n",
      "  7.60000000e+01 0.00000000e+00 1.08510000e+03 1.08447265e+03\n",
      "  1.50000000e+01 3.58000000e+02 6.00000000e-01]]\n",
      "[[6 0 0 411 5 704.3349575 8 2 49 0 704.9 704.3349575 8 123 None]]\n",
      "[[ 4.0000000e+00  0.0000000e+00  0.0000000e+00  7.5700000e+02\n",
      "   1.0000000e+00  3.3412772e+02  8.0000000e+00  3.0000000e+00\n",
      "   2.4000000e+01  0.0000000e+00  3.3433000e+02  3.3412772e+02\n",
      "   4.0000000e+00  1.4700000e+02 -4.0000000e-01]]\n",
      "[[  1.         0.         0.       248.         1.       319.950711\n",
      "    0.         0.        18.         0.       320.       317.953661\n",
      "    3.         0.         6.2     ]]\n",
      "[[  0.           0.           0.         571.           1.\n",
      "  444.20088464  10.           8.          32.           0.\n",
      "  444.5        444.20088464  12.         163.           1.        ]]\n",
      "[[  0.           0.           0.         728.           1.\n",
      "  432.20738762   5.           1.          32.           0.\n",
      "  432.5        432.20738762   5.          65.8          3.2       ]]\n",
      "[[  4.           0.           0.         329.           1.\n",
      "  259.08043515   7.           5.          18.           0.\n",
      "  259.22       259.08043515   3.         151.          -1.9       ]]\n",
      "[[  0.           0.           0.         538.           1.\n",
      "  396.16985929   6.           3.          30.           0.\n",
      "  396.4        396.16985929   6.         106.           2.8       ]]\n",
      "[[8.00000000e+00 0.00000000e+00 0.00000000e+00 1.02000000e+03\n",
      "  1.00000000e+00 5.20141944e+02 6.00000000e+00 1.00000000e+00\n",
      "  3.50000000e+01 0.00000000e+00 5.21400000e+02 5.20141944e+02\n",
      "  5.00000000e+00 9.38000000e+01 3.90000000e+00]]\n",
      "[[  1.           0.           0.         436.           1.\n",
      "  292.08816356   4.           3.          20.           0.\n",
      "  292.36       292.08816356   4.         103.           1.6       ]]\n",
      "[[  1.           0.           0.         650.           1.\n",
      "  475.20936194   5.           1.          34.           0.\n",
      "  475.6        475.20936194   6.          60.9          4.8       ]]\n",
      "[[17 0 0 1110 2 692.41115706 11 3 48 0 692.9 692.41115706 10 156 None]]\n",
      "[[  0.           0.           0.         167.           1.\n",
      "  200.08372963   2.           1.          15.           0.\n",
      "  200.23       200.08372963   3.          29.5          3.4       ]]\n",
      "[[0 0 0 488 2 320.05321734 8 6 23 0 320.25 320.05321734 1 128 None]]\n",
      "[[  0.           0.           0.         192.           1.\n",
      "  171.11201006   2.           3.          12.           0.\n",
      "  171.2        171.11201006   2.         101.          -1.6       ]]\n",
      "[[1 0 0 749 2 613.1838501 13 6 42 0 614 613.1838501 12 209 None]]\n",
      "[[  0.           0.           0.         533.           1.\n",
      "  373.19026038   5.           3.          28.           0.\n",
      "  373.5        373.19026038   5.          78.9          3.9       ]]\n",
      "[[2 0 0 727 3 455.1623268 9 4 31 0 455.9 455.1623268 4 83.1 None]]\n",
      "[[0 0 0 275 3 295.0602801 5 4 18 0 296.15 295.0602801 3 72.4 None]]\n",
      "[[  0.           1.           0.         620.           1.\n",
      "  468.17731049   8.           0.          34.           0.\n",
      "  468.5        468.17731049  10.          66.           5.4       ]]\n",
      "[[  0.           1.           0.         646.           1.\n",
      "  433.21005234   8.           1.          31.           0.\n",
      "  433.5        433.21005234  10.          94.5          3.2       ]]\n",
      "[[  0.           1.           0.         486.           1.\n",
      "  320.12598836   6.           2.          23.           0.\n",
      "  320.3        320.12598836   6.          93.1          3.2       ]]\n",
      "[[  0.           0.           0.         506.           1.\n",
      "  318.03756728   8.           6.          23.           0.\n",
      "  318.23       318.03756728   1.         148.           1.2       ]]\n",
      "[[  1.           0.           0.         630.           1.\n",
      "  448.17466989   8.           0.          33.           0.\n",
      "  448.5        448.17466989   7.          89.2          3.        ]]\n",
      "[[  0.           0.           0.         449.           1.\n",
      "  349.17902699   4.           2.          26.           0.\n",
      "  349.4        349.17902699   6.          65.5          3.1       ]]\n",
      "[[  0.          0.          0.        422.          1.        315.0500044\n",
      "    5.          2.         21.          0.        315.4       315.0500044\n",
      "    2.        111.          2.2      ]]\n",
      "[[  0.           0.           0.         770.           1.\n",
      "  508.16436302  10.           0.          35.           0.\n",
      "  508.6        508.16436302  10.          86.2          4.2       ]]\n",
      "[[  0.           0.           0.         491.           1.\n",
      "  383.04639376   9.           2.          26.           0.\n",
      "  383.3        383.04639376   3.         108.           2.8       ]]\n",
      "[[  0.           0.           0.         359.           1.\n",
      "  274.09535694   6.           2.          20.           0.\n",
      "  274.27       274.09535694   2.          82.9          1.1       ]]\n",
      "[[  0.          0.          0.        364.          1.        299.0937732\n",
      "    4.          2.         21.          0.        299.76      299.0937732\n",
      "    3.         54.2         2.7      ]]\n",
      "[[  0.           0.           0.         691.           1.\n",
      "  440.16958451   7.           2.          32.           0.\n",
      "  440.4        440.16958451   8.         139.           3.2       ]]\n",
      "[[  0.           0.           0.         478.           1.\n",
      "  358.13536549   8.           2.          26.           0.\n",
      "  358.3        358.13536549   4.          89.1          3.9       ]]\n",
      "[[  0.           0.           0.         611.           1.\n",
      "  463.19590006   6.           1.          34.           0.\n",
      "  463.5        463.19590006   9.          51.6          6.8       ]]\n",
      "[[  1.          0.          0.        507.          1.        447.1480325\n",
      "    4.          1.         30.          0.        448.4       447.1480325\n",
      "    9.         50.5         4.8      ]]\n",
      "[[  0.          0.          0.        635.          1.        420.1822355\n",
      "    7.          3.         31.          0.        420.4       420.1822355\n",
      "    4.        103.          1.8      ]]\n",
      "[[  0.           0.           0.         572.           1.\n",
      "  386.18550936   5.           2.          29.           0.\n",
      "  386.4        386.18550936   5.          98.7          2.7       ]]\n",
      "[[  0.           0.           0.         708.           1.\n",
      "  480.19435996   7.           3.          34.           0.\n",
      "  480.6        480.19435996   7.         137.           1.9       ]]\n",
      "[[  1.           0.           0.         770.           1.\n",
      "  526.25148092   5.           3.          38.           0.\n",
      "  526.7        526.25148092  10.         116.           6.        ]]\n",
      "[[  1.         0.         0.       611.         1.       397.076409\n",
      "    7.         2.        27.         0.       397.9      397.076409\n",
      "    4.       116.         3.      ]]\n",
      "[[  0.           0.           0.         473.           1.\n",
      "  380.17092192  10.           2.          28.           0.\n",
      "  380.4        380.17092192   5.         124.           1.        ]]\n",
      "[[ 0.          0.          0.         90.1         1.         99.06841391\n",
      "   1.          0.          7.          0.         99.13       99.06841391\n",
      "   0.         20.3        -0.5       ]]\n",
      "[[  1.          0.          0.        560.          1.        408.1604557\n",
      "    4.          2.         29.          0.        408.9       408.1604557\n",
      "    8.         65.3         5.       ]]\n",
      "[[1 0 0 514 4 529.225427 7 6 34 0 531 529.225427 10 92 None]]\n",
      "[[  0.           0.           0.         370.           1.\n",
      "  279.09675392   7.           0.          20.           0.\n",
      "  279.25       279.09675392   1.         104.           1.2       ]]\n",
      "[[  3.           0.           0.         398.           1.\n",
      "  245.08118404   5.           3.          17.           0.\n",
      "  245.21       245.08118404   2.         108.          -1.5       ]]\n",
      "[[  4.           0.           0.         374.           1.\n",
      "  246.06519962   6.           3.          17.           0.\n",
      "  246.19       246.06519962   2.          99.1         -1.        ]]\n",
      "[[  0.          1.          0.        582.          1.        384.1029615\n",
      "   10.          0.         27.          0.        384.3       384.1029615\n",
      "    5.        175.          2.       ]]\n",
      "[[  0.           0.           0.         449.           1.\n",
      "  392.10956771   5.           0.          29.           0.\n",
      "  392.5        392.10956771   4.          79.8          3.9       ]]\n",
      "[[  0.           0.           0.         883.           1.\n",
      "  459.01949212  10.           3.          31.           0.\n",
      "  459.5        459.01949212   4.         183.           2.4       ]]\n",
      "[[  0.           1.           0.         286.           1.\n",
      "  234.09391764   3.           1.          16.           0.\n",
      "  234.32       234.09391764   2.          72.6          1.4       ]]\n",
      "[[  0.           0.           0.         272.           1.\n",
      "  251.13822481   7.           2.          18.           0.\n",
      "  251.29       251.13822481   3.         117.           2.1       ]]\n",
      "[[  0.           0.           0.         601.           1.\n",
      "  402.14740977   8.           3.          28.           0.\n",
      "  402.5        402.14740977   6.         144.           3.2       ]]\n",
      "[[  0.           0.           0.         690.           1.\n",
      "  413.10856465   5.           0.          30.           0.\n",
      "  413.5        413.10856465   2.          67.           5.5       ]]\n",
      "[[  0.           0.           0.         568.           1.\n",
      "  368.09094026   7.           1.          28.           0.\n",
      "  368.3        368.09094026   3.         102.           3.2       ]]\n",
      "[[  0.           0.           0.         632.           1.\n",
      "  439.23721058   5.           1.          33.           0.\n",
      "  439.6        439.23721058   7.          69.2          4.2       ]]\n",
      "[[  0.           0.           0.         650.           1.\n",
      "  465.22637111   7.           3.          34.           0.\n",
      "  465.5        465.22637111   7.         108.           3.5       ]]\n",
      "[[0 1 0 992 2 650.21006717 13 3 47 0 650.6 650.21006717 6 148 None]]\n",
      "[[  0.           0.           0.         786.           1.\n",
      "  503.16814278   9.           2.          37.           0.\n",
      "  503.5        503.16814278   5.          97.6          4.7       ]]\n",
      "[[  0.           0.           0.         696.           1.\n",
      "  490.22926587   8.           1.          36.           0.\n",
      "  490.5        490.22926587   5.          68.1          2.5       ]]\n",
      "[[  0.           0.           0.         487.           1.\n",
      "  340.14364454   4.           0.          26.           0.\n",
      "  340.4        340.14364454   3.          60.9          2.5       ]]\n",
      "[[  0.          0.          0.        625.          1.        468.1676664\n",
      "    8.          3.         33.          0.        468.9       468.1676664\n",
      "    7.        101.          4.1      ]]\n",
      "[[  0.           0.           0.         680.           1.\n",
      "  431.16674823   4.           2.          31.           0.\n",
      "  431.6        431.16674823   4.          99.3          5.3       ]]\n",
      "[[0 0 0 645 3 539.11445513 10 6 36 0 539.6 539.11445513 5 266 None]]\n",
      "[[  1.           0.           0.         483.           1.\n",
      "  392.20999277   5.           1.          29.           0.\n",
      "  392.5        392.20999277   7.          45.2          4.1       ]]\n",
      "[[  0.           0.           0.         378.           1.\n",
      "  232.08479225   5.           1.          17.           0.\n",
      "  232.23       232.08479225   2.          70.5          1.4       ]]\n",
      "[[4 0 0 621 2 377.139386 5 3 26 0 377.9 377.139386 2 70 None]]\n",
      "[[21 1 0 1580 2 888.52110144 14 3 62 0 889.1 888.52110144 13 192 None]]\n",
      "[[  6.           0.           0.         703.           1.\n",
      "  406.25079495   3.           0.          30.           0.\n",
      "  406.6        406.25079495   5.          43.4          5.1       ]]\n",
      "[[1 0 0 282 2 252.07623856 3 0 18 0 252.24 252.07623856 3 49.4 None]]\n",
      "[[0 0 0 483 2 371.143426 4 3 24 0 371.9 371.143426 5 73.6 None]]\n",
      "[[  1.           0.           0.         363.           1.\n",
      "  272.06847348   5.           3.          20.           0.\n",
      "  272.25       272.06847348   1.          87.           2.4       ]]\n",
      "[[ 1.40000000e+01  5.00000000e+00  0.00000000e+00  1.22000000e+03\n",
      "   1.00000000e+00  6.65304741e+02  1.40000000e+01  7.00000000e+00\n",
      "   4.70000000e+01  0.00000000e+00  6.65700000e+02  6.65304741e+02\n",
      "   3.00000000e+00  2.31000000e+02 -1.30000000e+00]]\n",
      "[[  1.           0.           0.         393.           1.\n",
      "  317.19909373   3.           2.          23.           0.\n",
      "  317.4        317.19909373   6.          66.4          3.2       ]]\n",
      "[[1.0000000e+00 0.0000000e+00 0.0000000e+00 1.8000000e+03 1.0000000e+00\n",
      "  9.7329551e+02 1.4000000e+01 2.0000000e+00 6.5000000e+01 0.0000000e+00\n",
      "  9.7460000e+02 9.7329551e+02 1.6000000e+01 1.7000000e+02 9.6000000e+00]]\n",
      "[[  1.           0.           0.         373.           1.\n",
      "  259.07793323   2.           2.          18.           0.\n",
      "  259.33       259.07793323   2.          80.2          1.9       ]]\n",
      "[[0 0 0 44.1 4 305.033937 5 4 8 0 305.2 305.033937 0 59.5 None]]\n",
      "[[  0.           0.           0.         320.           1.\n",
      "  246.13682783   2.           1.          18.           0.\n",
      "  246.3        246.13682783   3.          49.4          1.4       ]]\n",
      "[[  4.          0.          0.        377.          1.        297.1073186\n",
      "    9.          4.         21.          0.        297.27      297.1073186\n",
      "    3.        149.         -0.7      ]]\n",
      "[[ 1.0000000e+01  0.0000000e+00  0.0000000e+00  8.8200000e+02\n",
      "   1.0000000e+00  6.1220542e+02  1.5000000e+01  9.0000000e+00\n",
      "   4.3000000e+01  0.0000000e+00  6.1260000e+02  6.1220542e+02\n",
      "   1.0000000e+01  2.4500000e+02 -3.0000000e-01]]\n",
      "[[19 0 0 953 2 712.27966528 23 15 47 0 712.7 712.27966528 9 436 None]]\n",
      "[[  0.          0.          0.        337.          1.        254.1055277\n",
      "    3.          2.         19.          0.        254.28      254.1055277\n",
      "    4.         86.2         1.9      ]]\n",
      "[[1 0 0 429 2 331.0721527 4 3 21 0 331.8 331.0721527 2 73.4 None]]\n",
      "[[  0.          1.          0.        881.          1.        556.1989665\n",
      "    8.          2.         40.          0.        557.        556.1989665\n",
      "   11.        112.          4.9      ]]\n",
      "[[  0.           0.           0.         748.           1.\n",
      "  446.13117119   7.           2.          31.           0.\n",
      "  446.5        446.13117119   7.         108.           2.7       ]]\n",
      "[[  0.           0.           0.         397.           1.\n",
      "  266.11676109   4.           1.          20.           0.\n",
      "  266.3        266.11676109   1.          58.1          2.        ]]\n",
      "[[  0.           0.           0.         114.           1.\n",
      "  123.03202841   3.           1.           9.           0.\n",
      "  123.11       123.03202841   1.          50.2          0.4       ]]\n",
      "[[  0.           0.           0.         114.           1.\n",
      "  122.04801282   2.           1.           9.           0.\n",
      "  122.12       122.04801282   1.          56.          -0.4       ]]\n",
      "[[  0.          0.          0.        404.          1.        325.9861121\n",
      "    4.          2.         21.          0.        327.12      325.9861121\n",
      "    2.         95.2         4.       ]]\n",
      "[[  0.           0.           0.         228.           1.\n",
      "  211.05930578   5.           1.          15.           0.\n",
      "  211.17       211.05930578   4.          97.           0.8       ]]\n",
      "[[  0.           0.           0.         613.           1.\n",
      "  405.20121899   7.           2.          29.           0.\n",
      "  405.4        405.20121899  10.         122.           1.1       ]]\n",
      "[[  0.           0.           0.         349.           1.\n",
      "  282.06161203   7.           2.          20.           0.\n",
      "  282.22       282.06161203   3.          62.2          3.7       ]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 1.10000000e+03\n",
      "  1.00000000e+00 6.09283886e+02 8.00000000e+00 1.00000000e+00\n",
      "  4.50000000e+01 0.00000000e+00 6.09700000e+02 6.09283886e+02\n",
      "  1.10000000e+01 1.14000000e+02 6.80000000e+00]]\n",
      "[[  0.           0.           0.         817.           1.\n",
      "  529.18379285   9.           2.          39.           0.\n",
      "  529.5        529.18379285   6.          97.6          4.9       ]]\n",
      "[[  0.          0.          0.        515.          1.        317.0623403\n",
      "    7.          1.         22.          0.        317.22      317.0623403\n",
      "    1.         95.2         2.       ]]\n",
      "[[  0.           0.           0.         450.           1.\n",
      "  308.04669267   6.           1.          21.           0.\n",
      "  308.31       308.04669267   4.         110.           2.6       ]]\n",
      "[[  1.           0.           0.         449.           1.\n",
      "  320.16371128   3.           2.          24.           0.\n",
      "  320.4        320.16371128   3.          72.9          2.2       ]]\n",
      "[[  0.           0.           0.         428.           1.\n",
      "  307.02629158   7.           1.          21.           0.\n",
      "  307.28       307.02629158   4.         142.           2.        ]]\n",
      "[[  0.           0.           0.         524.           1.\n",
      "  329.05110691   8.           0.          23.           0.\n",
      "  329.23       329.05110691   2.          97.           2.3       ]]\n",
      "[[0.00000000e+00 1.00000000e+00 0.00000000e+00 2.61000000e+02\n",
      "  1.00000000e+00 1.98038905e+02 5.00000000e+00 2.00000000e+00\n",
      "  1.40000000e+01 0.00000000e+00 1.98140000e+02 1.98038905e+02\n",
      "  2.00000000e+00 1.26000000e+02 2.00000000e-01]]\n",
      "[[  0.          0.          0.        420.          1.        301.0521124\n",
      "    5.          2.         21.          0.        301.32      301.0521124\n",
      "    4.        112.          2.8      ]]\n",
      "[[3 0 0 276 3 337.10089581 11 9 23 0 337.28 337.10089581 5 203 None]]\n",
      "[[  0.           0.           0.         519.           1.\n",
      "  319.13321962   7.           2.          23.           0.\n",
      "  319.33       319.13321962   3.          72.9         -1.        ]]\n",
      "[[  2.           0.           0.         647.           1.\n",
      "  413.14745208   8.           0.          30.           0.\n",
      "  413.4        413.14745208   4.          75.7          2.7       ]]\n",
      "[[4 0 0 1160 2 634.21385423 11 4 45 0 634.6 634.21385423 9 199 None]]\n",
      "[[  2.          0.          0.        919.          1.        580.1644109\n",
      "    5.          1.         40.          0.        581.5       580.1644109\n",
      "    6.         83.5         5.2      ]]\n",
      "[[ 1.900000e+01  6.000000e+00  0.000000e+00  1.620000e+03  1.000000e+00\n",
      "   9.255035e+02  1.800000e+01  1.200000e+01  6.500000e+01  0.000000e+00\n",
      "   9.261000e+02  9.255035e+02  3.000000e+00  3.200000e+02 -2.000000e-01]]\n",
      "[[  0.        0.        0.      271.        1.      241.09636   5.\n",
      "    2.       18.        0.      241.25    241.09636   3.       89.7\n",
      "    1.2    ]]\n",
      "[[  0.           0.           0.         301.           1.\n",
      "  237.09021199   2.           2.          18.           0.\n",
      "  237.26       237.09021199   2.          57.8          2.1       ]]\n",
      "[[0 1 0 684 2 473.11203219 9 1 32 0 473.5 473.11203219 11 132 None]]\n",
      "[[  0.           0.           0.         630.           1.\n",
      "  406.17533859   7.           3.          30.           0.\n",
      "  406.4        406.17533859   4.         131.           2.        ]]\n",
      "[[0 0 0 511 2 415.1298839 7 3 29 0 415.9 415.1298839 10 85.7 None]]\n",
      "[[  0.        0.        0.      622.        1.      531.07513   8.\n",
      "    3.       32.        0.      532.4     531.07513  10.      138.\n",
      "    3.7    ]]\n",
      "[[  0.           0.           0.         601.           1.\n",
      "  443.09153243   8.           2.          31.           0.\n",
      "  443.4        443.09153243   6.          91.5          6.2       ]]\n",
      "[[  0.           0.           0.         711.           1.\n",
      "  460.15109574   6.           2.          34.           0.\n",
      "  460.4        460.15109574   4.          72.9          5.2       ]]\n",
      "[[0 2 0 869 2 413.14092741 6 3 29 0 413.5 413.14092741 2 112 None]]\n",
      "[[1.00000000e+01 0.00000000e+00 0.00000000e+00 1.74000000e+03\n",
      "  1.00000000e+00 1.01844048e+03 1.40000000e+01 1.30000000e+01\n",
      "  7.10000000e+01 0.00000000e+00 1.01920000e+03 1.01844048e+03\n",
      "  1.70000000e+01 3.83000000e+02 1.00000000e+00]]\n",
      "[[0 0 0 600 2 562.24062 5 1 36 0 563.6 562.24062 17 64.6 None]]\n",
      "[[  2.           0.           0.         934.           1.\n",
      "  525.17092557   9.           2.          36.           0.\n",
      "  525.6        525.17092557   9.         107.           4.1       ]]\n",
      "[[ 1.00000000e+00  0.00000000e+00  0.00000000e+00  6.34000000e+02\n",
      "   1.00000000e+00  3.61143784e+02  8.00000000e+00  1.00000000e+00\n",
      "   2.60000000e+01  0.00000000e+00  3.61400000e+02  3.61143784e+02\n",
      "   2.00000000e+00  7.33000000e+01 -4.00000000e-01]]\n",
      "[[  0.           0.           0.         432.           1.\n",
      "  312.14086784   4.           1.          22.           0.\n",
      "  312.4        312.14086784   1.          59.1          2.9       ]]\n",
      "[[  0.           0.           0.         790.           1.\n",
      "  434.17541878   5.           1.          32.           0.\n",
      "  434.5        434.17541878   4.          82.1          1.9       ]]\n",
      "[[  8.           0.           0.         885.           1.\n",
      "  456.36034541   3.           2.          33.           0.\n",
      "  456.7        456.36034541   1.          57.5          7.5       ]]\n",
      "[[1.80000000e+01 3.00000000e+00 0.00000000e+00 1.39000000e+03\n",
      "  1.00000000e+00 7.90523113e+02 1.10000000e+01 5.00000000e+00\n",
      "  5.60000000e+01 0.00000000e+00 7.91100000e+02 7.90523113e+02\n",
      "  3.00000000e+00 1.80000000e+02 7.10000000e+00]]\n",
      "[[  0.           0.           0.         656.           1.\n",
      "  446.20663872   7.           3.          33.           0.\n",
      "  446.5        446.20663872   8.         130.           3.2       ]]\n",
      "[[0 1 0 488 2 373.1444713 4 2 26 0 373.9 373.1444713 5 49.8 None]]\n",
      "[[  0.           0.           0.         525.           1.\n",
      "  250.08546096   3.           1.          19.           0.\n",
      "  250.25       250.08546096   1.          70.2          1.5       ]]\n",
      "[[4.00000000e+00 0.00000000e+00 0.00000000e+00 9.68000000e+02\n",
      "  1.00000000e+00 5.45262482e+02 1.00000000e+01 2.00000000e+00\n",
      "  3.90000000e+01 0.00000000e+00 5.45600000e+02 5.45262482e+02\n",
      "  1.10000000e+01 1.24000000e+02 8.00000000e-01]]\n",
      "[[  1.           1.           0.         517.           1.\n",
      "  402.17908656   7.           3.          29.           0.\n",
      "  402.4        402.17908656   9.         112.           2.2       ]]\n",
      "[[  0.           0.           0.         558.           1.\n",
      "  401.18631782   6.           2.          29.           0.\n",
      "  401.4        401.18631782   5.          86.8          1.4       ]]\n",
      "[[  1.           0.           0.         453.           1.\n",
      "  345.11471266   6.           1.          24.           0.\n",
      "  345.4        345.11471266   5.          96.3          2.2       ]]\n",
      "[[  0.           0.           0.         432.           1.\n",
      "  275.13101417   2.           0.          21.           0.\n",
      "  275.3        275.13101417   3.          12.5          3.4       ]]\n",
      "[[  1.           0.           0.         440.           1.\n",
      "  293.15281225   2.           0.          22.           0.\n",
      "  293.4        293.15281225   2.          39.8          2.3       ]]\n",
      "[[  4.           0.           0.         825.           1.\n",
      "  532.19917056   9.           3.          37.           0.\n",
      "  532.6        532.19917056  14.         177.           1.1       ]]\n",
      "[[  0.           1.           0.         516.           1.\n",
      "  310.13174245   3.           3.          23.           0.\n",
      "  310.3        310.13174245   4.          82.2          2.2       ]]\n",
      "[[9.00000000e+00 0.00000000e+00 0.00000000e+00 7.17000000e+02\n",
      "  1.00000000e+00 3.64188589e+02 6.00000000e+00 4.00000000e+00\n",
      "  2.60000000e+01 0.00000000e+00 3.64400000e+02 3.64188589e+02\n",
      "  0.00000000e+00 1.07000000e+02 1.00000000e-01]]\n",
      "[[  4.           0.           0.         579.           1.\n",
      "  495.39237381   5.           1.          35.           0.\n",
      "  495.7        495.39237381  23.          81.7         10.        ]]\n",
      "[[  0.           0.           0.         268.           1.\n",
      "  156.01710662   4.           3.          11.           0.\n",
      "  156.1        156.01710662   1.          95.5         -1.4       ]]\n",
      "[[1 0 0 260 2 305.1546421 2 1 21 0 305.8 305.1546421 6 12.5 None]]\n",
      "[[  1.          0.          0.        471.          1.        307.1320768\n",
      "    3.          2.         23.          0.        307.3       307.1320768\n",
      "    2.         67.2         1.3      ]]\n",
      "[[  1.         0.         0.       897.         1.       605.257583\n",
      "    3.         0.        42.         0.       606.6      605.257583\n",
      "    8.        43.9        7.      ]]\n",
      "[[3 0 0 468 2 410.18180296 9 5 27 0 410.4 410.18180296 8 168 None]]\n",
      "[[  1.           0.           0.         658.           1.\n",
      "  389.09872581   8.           2.          28.           0.\n",
      "  389.3        389.09872581   5.         106.           2.7       ]]\n",
      "[[  0.           0.           0.         366.           1.\n",
      "  244.10994437   3.           0.          18.           0.\n",
      "  244.28       244.10994437   3.          35.5          3.8       ]]\n",
      "[[0 0 0 274 2 194.96823704 4 2 12 0 195.17 194.96823704 1 111 None]]\n",
      "[[3 0 0 687 2 423.08648615 7 1 29 0 423.4 423.08648615 4 141 None]]\n",
      "[[  0.           1.           0.         618.           1.\n",
      "  342.06742811   5.           3.          24.           0.\n",
      "  342.4        342.06742811   5.         104.           2.1       ]]\n",
      "[[  7.           0.           0.         503.           1.\n",
      "  306.21949483   3.           1.          22.           0.\n",
      "  306.4        306.21949483   0.          46.5          3.7       ]]\n",
      "[[  0.           0.           0.         382.           1.\n",
      "  252.08987763   2.           1.          19.           0.\n",
      "  252.27       252.08987763   0.          63.4          1.7       ]]\n",
      "[[  1.           0.           0.         428.           1.\n",
      "  315.06776247   5.           2.          22.           0.\n",
      "  315.3        315.06776247   4.         103.           2.3       ]]\n",
      "[[  0.           0.           0.         288.           1.\n",
      "  249.11134136   4.           2.          18.           0.\n",
      "  249.27       249.11134136   5.          76.2          2.4       ]]\n",
      "[[1 0 0 490 2 393.2070716 4 2 27 0 393.9 393.2070716 8 49.8 None]]\n",
      "[[  5.           0.           0.         400.           1.\n",
      "  264.18377802   2.           0.          19.           0.\n",
      "  264.36       264.18377802   0.          38.4          1.        ]]\n",
      "[[  0.          0.          0.        345.          1.        260.1888634\n",
      "    2.          2.         19.          0.        260.37      260.1888634\n",
      "    3.         44.6         2.9      ]]\n",
      "[[   6.            0.            0.         1000.            1.\n",
      "   460.14818036   10.            7.           33.            0.\n",
      "   460.4         460.14818036    2.          202.           -1.6       ]]\n",
      "[[0 1 0 283 2 264.0665554 3 2 18 0 264.71 264.0665554 4 55.1 None]]\n",
      "[[  1.           0.           0.         468.           1.\n",
      "  359.07290499   9.           0.          25.           0.\n",
      "  359.26       359.07290499   4.          91.3          2.8       ]]\n",
      "[[  0.           1.           0.         539.           1.\n",
      "  392.22122616   5.           2.          29.           0.\n",
      "  392.5        392.22122616   8.          68.2          3.3       ]]\n",
      "[[1.10000000e+01 0.00000000e+00 0.00000000e+00 1.79000000e+03\n",
      "  1.00000000e+00 8.53330955e+02 1.40000000e+01 4.00000000e+00\n",
      "  6.20000000e+01 0.00000000e+00 8.53900000e+02 8.53330955e+02\n",
      "  1.40000000e+01 2.21000000e+02 2.50000000e+00]]\n",
      "[[  1.           0.           0.         428.           1.\n",
      "  370.29841385   3.           0.          27.           0.\n",
      "  370.6        370.29841385   6.          15.7          5.4       ]]\n",
      "[[  1.           0.           0.         678.           1.\n",
      "  440.19607404   6.           1.          33.           0.\n",
      "  440.5        440.19607404   5.          99.2          3.6       ]]\n",
      "[[  0.           0.           0.         382.           1.\n",
      "  296.11609238   3.           2.          22.           0.\n",
      "  296.32       296.11609238   4.          63.5          2.4       ]]\n",
      "[[  1.        0.        0.      465.        1.      481.99504   8.\n",
      "    4.       26.        0.      482.19    481.99504   7.       90.8\n",
      "    3.     ]]\n",
      "[[  0.          0.          0.        570.          1.        504.0975946\n",
      "    6.          1.         32.          0.        505.5       504.0975946\n",
      "   10.         97.5         7.       ]]\n",
      "[[  0.           0.           0.         775.           1.\n",
      "  447.23827321   8.           2.          33.           0.\n",
      "  447.5        447.23827321   5.         103.           1.8       ]]\n",
      "[[  0.           0.           0.         407.           1.\n",
      "  267.08954328   4.           1.          20.           0.\n",
      "  267.28       267.08954328   2.          61.6          2.9       ]]\n",
      "[[  2.           0.           0.         286.           1.\n",
      "  249.13649348   4.           1.          18.           0.\n",
      "  249.3        249.13649348   2.          41.9          2.        ]]\n",
      "[[2.00000000e+00 0.00000000e+00 0.00000000e+00 1.07000000e+03\n",
      "  1.00000000e+00 6.14310435e+02 6.00000000e+00 5.00000000e+00\n",
      "  4.50000000e+01 0.00000000e+00 6.14700000e+02 6.14310435e+02\n",
      "  1.30000000e+01 1.50000000e+02 4.30000000e+00]]\n",
      "[[  0.        0.        0.      360.        1.      359.02694   5.\n",
      "    1.       22.        0.      360.2     359.02694   4.       56.3\n",
      "    4.     ]]\n",
      "[[  0.          0.          0.        719.          1.        511.1541805\n",
      "    6.          1.         35.          0.        512.4       511.1541805\n",
      "    9.         70.6         5.6      ]]\n",
      "[[  1.        0.        0.      515.        1.      411.01399   5.\n",
      "    2.       24.        0.      412.3     411.01399   6.       91.8\n",
      "    4.2    ]]\n",
      "[[  0.           0.           0.         690.           1.\n",
      "  523.32708821   8.           3.          38.           0.\n",
      "  523.7        523.32708821  13.         114.           4.5       ]]\n",
      "[[  0.          0.          0.        626.          1.        442.0421877\n",
      "    5.          1.         29.          0.        443.3       442.0421877\n",
      "    4.         83.4         5.4      ]]\n",
      "[[  1.        0.        0.      499.        1.      559.90555   8.\n",
      "    4.       27.        0.      561.09    559.90555   7.       90.8\n",
      "    3.7    ]]\n",
      "[[  1.           0.           0.         953.           1.\n",
      "  516.16091153   6.           3.          38.           0.\n",
      "  516.5        516.16091153   8.          99.8          4.        ]]\n",
      "[[  1.           0.           0.         576.           1.\n",
      "  394.20049071   5.           2.          29.           0.\n",
      "  394.5        394.20049071   5.          79.1          2.9       ]]\n",
      "[[  2.           0.           0.         778.           1.\n",
      "  474.19910856   9.           3.          34.           0.\n",
      "  474.5        474.19910856   6.          99.2          3.        ]]\n",
      "[[  0.           0.           0.         524.           1.\n",
      "  372.14470717   7.           1.          28.           0.\n",
      "  372.4        372.14470717   5.         107.           0.7       ]]\n",
      "[[  0.           0.           0.         654.           1.\n",
      "  425.20630437   8.           2.          31.           0.\n",
      "  425.5        425.20630437   6.         124.           1.6       ]]\n",
      "[[  0.           0.           0.         913.           1.\n",
      "  615.32815084  10.           2.          45.           0.\n",
      "  615.7        615.32815084   7.         128.           2.4       ]]\n",
      "[[2.00000000e+00 0.00000000e+00 0.00000000e+00 1.05000000e+03\n",
      "  1.00000000e+00 6.18215759e+02 8.00000000e+00 4.00000000e+00\n",
      "  4.40000000e+01 0.00000000e+00 6.19100000e+02 6.18215759e+02\n",
      "  7.00000000e+00 1.47000000e+02 3.70000000e+00]]\n",
      "[[  1.          0.          0.        747.          1.        490.2263288\n",
      "    7.          3.         35.          0.        490.6       490.2263288\n",
      "    6.        130.          3.1      ]]\n",
      "[[  0.           0.           0.         627.           1.\n",
      "  456.17731049   7.           1.          33.           0.\n",
      "  456.5        456.17731049   5.          67.4          4.4       ]]\n",
      "[[  0.           0.           0.         854.           1.\n",
      "  506.13479423  11.           3.          35.           0.\n",
      "  506.5        506.13479423   7.         125.           2.8       ]]\n",
      "[[  0.           0.           0.         510.           1.\n",
      "  390.17797919   8.           1.          28.           0.\n",
      "  390.4        390.17797919   4.          60.9          3.2       ]]\n",
      "[[  1.           0.           0.         725.           1.\n",
      "  419.20697308   5.           4.          31.           0.\n",
      "  419.5        419.20697308   4.         130.           1.5       ]]\n",
      "[[  0.          0.          0.        663.          1.        436.1335896\n",
      "    6.          0.         29.          0.        437.        436.1335896\n",
      "    5.         91.8         1.8      ]]\n",
      "[[  1.           0.           0.         679.           1.\n",
      "  465.19737966   5.           1.          33.           0.\n",
      "  465.6        465.19737966   9.          75.2          4.2       ]]\n",
      "[[  0.           0.           0.         822.           1.\n",
      "  491.12389519  10.           3.          34.           0.\n",
      "  491.5        491.12389519   6.         122.           3.2       ]]\n",
      "[[  0.          0.          0.        693.          1.        477.0858262\n",
      "    6.          1.         32.          0.        478.3       477.0858262\n",
      "    7.         88.2         3.2      ]]\n",
      "[[  0.        0.        0.      742.        1.      476.05471   5.\n",
      "    1.       30.        0.      477.3     476.05471   5.       58.6\n",
      "    4.2    ]]\n",
      "[[  0.         0.         0.       915.         1.       559.189879\n",
      "    7.         2.        40.         0.       560.       559.189879\n",
      "    5.       109.         3.8     ]]\n",
      "[[1.00000000e+00 1.00000000e+00 0.00000000e+00 1.18000000e+03\n",
      "  1.00000000e+00 6.40167782e+02 5.00000000e+00 2.00000000e+00\n",
      "  4.30000000e+01 0.00000000e+00 6.41600000e+02 6.40167782e+02\n",
      "  7.00000000e+00 1.11000000e+02 5.00000000e+00]]\n",
      "[[  0.          0.          0.        769.          1.        501.2852234\n",
      "    5.          3.         37.          0.        501.6       501.2852234\n",
      "    6.         96.6         3.2      ]]\n",
      "[[  1.          0.          0.        422.          1.        331.1354481\n",
      "    4.          2.         23.          0.        331.4       331.1354481\n",
      "    5.         99.3         3.       ]]\n",
      "[[  0.           0.           0.         275.           1.\n",
      "  213.09021199   2.           2.          16.           0.\n",
      "  213.23       213.09021199   1.          57.8          0.6       ]]\n",
      "[[  0.           0.           0.         542.           1.\n",
      "  361.24777526   4.           2.          26.           0.\n",
      "  361.5        361.24777526   4.          81.3          1.        ]]\n",
      "[[  0.          0.          0.        474.          1.        409.1857696\n",
      "    6.          1.         27.          0.        409.6       409.1857696\n",
      "   14.        109.          7.4      ]]\n",
      "[[  0.           0.           0.         489.           1.\n",
      "  348.12224039   7.           1.          26.           0.\n",
      "  348.4        348.12224039   2.          84.5          2.7       ]]\n",
      "[[  0.           0.           0.         684.           1.\n",
      "  397.16510826   6.           1.          30.           0.\n",
      "  397.4        397.16510826   3.         102.           2.9       ]]\n",
      "[[  0.           0.           0.         870.           1.\n",
      "  489.19132301   7.           2.          37.           0.\n",
      "  489.5        489.19132301   4.         123.           4.2       ]]\n",
      "[[  0.        1.        0.      679.        1.      450.99499   7.\n",
      "    0.       27.        0.      452.3     450.99499   4.      121.\n",
      "    3.8    ]]\n",
      "[[  0.           0.           0.         778.           1.\n",
      "  351.13313943   5.           1.          26.           0.\n",
      "  351.4        351.13313943   3.          88.4          1.3       ]]\n",
      "[[  0.          0.          0.        543.          1.        389.0270761\n",
      "    7.          3.         24.          0.        389.9       389.0270761\n",
      "    6.        145.          1.4      ]]\n",
      "[[  1.         0.         0.       457.         1.       352.134241\n",
      "    2.         0.        25.         0.       352.9      352.134241\n",
      "    4.        33.2        5.5     ]]\n",
      "[[  0.         0.         0.       898.         1.       570.281535\n",
      "    9.         2.        42.         0.       570.6      570.281535\n",
      "    6.       134.         1.6     ]]\n",
      "[[  0.          0.          0.        648.          1.        413.0412465\n",
      "    7.          2.         27.          0.        413.8       413.0412465\n",
      "    6.        100.          3.3      ]]\n",
      "[[  0.          0.          0.        199.          1.        174.0150788\n",
      "    3.          0.         11.          0.        174.19      174.0150788\n",
      "    2.         42.5         1.3      ]]\n",
      "[[  0.          0.          0.        360.          1.        311.0672836\n",
      "    5.          2.         21.          0.        311.72      311.0672836\n",
      "    4.         85.6         2.2      ]]\n",
      "[[  1.           0.           0.         357.           1.\n",
      "  341.23547924   3.           2.          25.           0.\n",
      "  341.5        341.23547924   8.          43.7          4.4       ]]\n",
      "[[1 0 0 307 2 300.0796186 2 2 19 0 301.2 300.0796186 2 32.3 None]]\n",
      "[[  0.           1.           0.         434.           1.\n",
      "  320.11609238   4.           1.          24.           0.\n",
      "  320.3        320.11609238   5.          63.8          4.2       ]]\n",
      "[[  0.           0.           0.         454.           1.\n",
      "  319.15454358   5.           2.          24.           0.\n",
      "  319.4        319.15454358   2.          98.3          2.1       ]]\n",
      "[[  0.           0.           0.         435.           1.\n",
      "  308.13855916   5.           3.          23.           0.\n",
      "  308.34       308.13855916   2.         106.           2.        ]]\n",
      "[[  2.           0.           0.         447.           1.\n",
      "  340.20115942   6.           4.          25.           0.\n",
      "  340.4        340.20115942   5.         119.           2.6       ]]\n",
      "[[  0.          0.          0.        448.          1.        322.0621387\n",
      "    3.          2.         23.          0.        322.7       322.0621387\n",
      "    2.         70.7         2.7      ]]\n",
      "[[  0.           0.           0.         382.           1.\n",
      "  284.05972032   6.           1.          21.           0.\n",
      "  284.24       284.05972032   3.          76.2          3.1       ]]\n",
      "[[  1.           0.           0.         111.           1.\n",
      "  188.04419074   3.           1.          11.           0.\n",
      "  188.3        188.04419074   4.          79.3          2.3       ]]\n",
      "[[ 11.           0.           0.         849.           1.\n",
      "  480.16316172  11.           5.          34.           0.\n",
      "  480.5        480.16316172   7.         164.          -1.        ]]\n",
      "[[  0.           0.           0.         167.           1.\n",
      "  166.06299418   3.           1.          12.           0.\n",
      "  166.17       166.06299418   2.          46.5          2.        ]]\n",
      "[[10 0 0 1000 3 732.28993 6 0 43 0 732.7 730.29198 6 52.6 None]]\n",
      "[[  0.           1.           0.         474.           1.\n",
      "  349.17902699   3.           4.          26.           0.\n",
      "  349.4        349.17902699   7.          77.2          3.        ]]\n",
      "[[  1.           0.           0.         490.           1.\n",
      "  383.07513348   9.           1.          26.           0.\n",
      "  383.4        383.07513348   7.         106.           2.4       ]]\n",
      "[[  1.           0.           0.         239.           1.\n",
      "  219.11067265   5.           4.          15.           0.\n",
      "  219.23       219.11067265   6.         107.          -1.1       ]]\n",
      "[[0 0 0 407 2 375.1237359 5 1 26 0 375.8 375.1237359 6 49.8 None]]\n",
      "[[  0.          0.          0.        285.          1.        247.1320768\n",
      "    3.          2.         18.          0.        247.29      247.1320768\n",
      "    5.         67.          3.4      ]]\n",
      "[[  0.           0.           0.         448.           1.\n",
      "  284.06847348   5.           2.          21.           0.\n",
      "  284.26       284.06847348   1.          83.8          3.        ]]\n",
      "[[  0.        0.        0.      576.        1.      448.03017   5.\n",
      "    2.       27.        0.      449.7     448.03017   8.       75.6\n",
      "    4.1    ]]\n",
      "[[  2.           0.           0.         402.           1.\n",
      "  329.14272167   5.           1.          24.           0.\n",
      "  329.4        329.14272167   4.          39.7          3.5       ]]\n",
      "[[  4.          1.          0.        437.          1.        248.1412445\n",
      "    3.          0.         18.          0.        248.32      248.1412445\n",
      "    0.         38.8         2.3      ]]\n",
      "[[  0.           0.           0.         717.           1.\n",
      "  437.16339419   8.           2.          31.           0.\n",
      "  437.5        437.16339419   5.         127.           3.1       ]]\n",
      "[[0.0000000e+00 0.0000000e+00 0.0000000e+00 5.4500000e+02 1.0000000e+00\n",
      "  3.3314887e+02 7.0000000e+00 1.0000000e+00 2.4000000e+01 0.0000000e+00\n",
      "  3.3336000e+02 3.3314887e+02 3.0000000e+00 6.4100000e+01 3.0000000e-01]]\n",
      "[[  0.          1.          0.        729.          1.        467.1524309\n",
      "    7.          2.         33.          0.        467.9       467.1524309\n",
      "    8.         90.3         4.5      ]]\n",
      "[[1 0 0 737 3 471.11307192 7 4 33 0 471.4 471.11307192 7 193 None]]\n",
      "[[  1.           0.           0.         124.           1.\n",
      "  149.05104977   4.           3.           9.           0.\n",
      "  149.21       149.05104977   2.          64.3         -1.8       ]]\n",
      "[[4.00000000e+00 0.00000000e+00 0.00000000e+00 1.31000000e+03\n",
      "  1.00000000e+00 7.67331247e+02 1.00000000e+01 8.00000000e+00\n",
      "  5.40000000e+01 0.00000000e+00 7.67900000e+02 7.67331247e+02\n",
      "  2.20000000e+01 2.76000000e+02 1.50000000e+00]]\n",
      "[[0 0 0 493 3 592.18728572 12 8 39 0 592.7 592.18728572 14 284 None]]\n",
      "[[  4.           0.           0.         356.           1.\n",
      "  268.11715501   6.           4.          19.           0.\n",
      "  268.27       268.11715501   2.         112.          -2.1       ]]\n",
      "[[7.00000000e+00 0.00000000e+00 0.00000000e+00 1.06000000e+03\n",
      "  1.00000000e+00 6.85462579e+02 9.00000000e+00 8.00000000e+00\n",
      "  4.80000000e+01 0.00000000e+00 6.85900000e+02 6.85462579e+02\n",
      "  2.20000000e+01 2.23000000e+02 3.00000000e+00]]\n",
      "[[  5.          0.          0.        460.          1.        328.2110554\n",
      "    5.          5.         23.          0.        328.41      328.2110554\n",
      "    7.        151.          0.       ]]\n",
      "[[  1.           0.           0.         245.           1.\n",
      "  277.27695013   1.           1.          20.           0.\n",
      "  277.5        277.27695013   4.          12.           6.8       ]]\n",
      "[[  0.           0.           0.         454.           1.\n",
      "  461.36339616   4.           0.          31.           0.\n",
      "  461.7        461.36339616  20.          58.6          8.3       ]]\n",
      "[[  5.           0.           0.         524.           1.\n",
      "  368.23112214   6.           2.          26.           0.\n",
      "  368.5        368.23112214   9.          95.9          0.9       ]]\n",
      "[[  0.          0.          0.         77.3         1.        136.1000484\n",
      "    2.          2.         10.          0.        136.19      136.1000484\n",
      "    3.         38.          1.2      ]]\n",
      "[[0 0 0 236 2 241.1094232 1 4 16 0 241.72 241.1094232 4 103 None]]\n",
      "[[1 0 0 262 2 339.1156698 2 1 22 0 340.3 339.1156698 8 12.5 None]]\n",
      "[[0 0 0 456 2 377.14092741 6 3 26 0 377.5 377.14092741 4 111 None]]\n",
      "[[1 0 0 130 2 203.0713064 3 4 13 0 203.66 203.0713064 3 52.5 None]]\n",
      "[[  0.           0.           0.         312.           1.\n",
      "  274.08412355   5.           4.          20.           0.\n",
      "  274.27       274.08412355   4.          98.           2.6       ]]\n",
      "[[  5.           0.           0.         581.           1.\n",
      "  436.13694697  10.           7.          31.           0.\n",
      "  436.4        436.13694697   7.         177.           1.2       ]]\n",
      "[[0 0 0 492 2 405.218305 3 2 28 0 406 405.218305 6 46.5 None]]\n",
      "[[  0.           1.           0.         282.           1.\n",
      "  244.07355887   4.           4.          18.           0.\n",
      "  244.24       244.07355887   2.          80.9          2.9       ]]\n",
      "[[  4.           0.           0.         629.           1.\n",
      "  414.13146767   8.           1.          30.           0.\n",
      "  414.4        414.13146767   4.          92.7          2.        ]]\n",
      "[[  0.          0.          0.        404.          1.        322.0621387\n",
      "    5.          1.         23.          0.        322.7       322.0621387\n",
      "    2.         77.8         3.6      ]]\n",
      "[[  1.        0.        0.      391.        1.      431.01422   6.\n",
      "    4.       23.        0.      431.2     431.01422   6.       94.5\n",
      "    1.7    ]]\n",
      "[[1.4000000e+01 2.0000000e+00 0.0000000e+00 1.4400000e+03 1.0000000e+00\n",
      "  8.0944809e+02 1.1000000e+01 2.0000000e+00 5.6000000e+01 0.0000000e+00\n",
      "  8.1040000e+02 8.0944809e+02 6.0000000e+00 1.5800000e+02 3.8000000e+00]]\n",
      "[[1 0 0 530 2 370.1196536 4 3 26 0 370.8 370.1196536 3 79.4 None]]\n",
      "[[1 0 0 466 2 392.0961414 5 2 26 0 392.9 392.0961414 7 93.6 None]]\n",
      "[[  0.          0.          0.        655.          1.        534.2065504\n",
      "    6.          0.         37.          0.        535.5       534.2065504\n",
      "    6.         38.7         5.6      ]]\n",
      "[[  0.           2.           0.         412.           1.\n",
      "  285.13649348   3.           0.          21.           0.\n",
      "  285.34       285.13649348   3.          38.8          3.5       ]]\n",
      "[[7.00000000e+00 0.00000000e+00 0.00000000e+00 1.12000000e+03\n",
      "  1.00000000e+00 6.27231576e+02 1.30000000e+01 5.00000000e+00\n",
      "  4.50000000e+01 0.00000000e+00 6.27600000e+02 6.27231576e+02\n",
      "  7.00000000e+00 2.04000000e+02 2.70000000e+00]]\n",
      "[[  0.           0.           0.         451.           1.\n",
      "  299.12699142   5.           1.          22.           0.\n",
      "  299.32       299.12699142   5.          88.1          2.8       ]]\n",
      "[[  0.           0.           0.         611.           1.\n",
      "  331.06267709   6.           2.          23.           0.\n",
      "  331.3        331.06267709   2.         108.           3.1       ]]\n",
      "[[  0.           0.           0.         406.           1.\n",
      "  295.13947086   2.           0.          21.           0.\n",
      "  295.4        295.13947086   0.          31.5          3.8       ]]\n",
      "[[0 0 0 456 9 794.254665 8 14 44 0 794.5 790.260566 4 78.7 None]]\n",
      "[[  0.          2.          0.        597.          1.        336.1586259\n",
      "    3.          3.         25.          0.        336.4       336.1586259\n",
      "    3.         86.9         2.8      ]]\n",
      "[[  0.           0.           0.         925.           1.\n",
      "  550.20525657   9.           2.          40.           0.\n",
      "  550.5        550.20525657   5.         108.           4.        ]]\n",
      "[[  4.           0.           0.         629.           1.\n",
      "  414.13146767   8.           1.          30.           0.\n",
      "  414.4        414.13146767   4.          92.7          2.        ]]\n",
      "[[  5.           1.           0.         506.           1.\n",
      "  390.13146767   8.           6.          28.           0.\n",
      "  390.4        390.13146767   5.         140.           1.7       ]]\n",
      "[[13 0 0 2240 2 1300.717307 22 20 90 0 1301.6 1300.717307 29 574 None]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 5.04000000e+02\n",
      "  1.00000000e+00 2.73074956e+02 5.00000000e+00 2.00000000e+00\n",
      "  2.00000000e+01 0.00000000e+00 2.73240000e+02 2.73074956e+02\n",
      "  1.00000000e+00 1.10000000e+02 2.00000000e-01]]\n",
      "[[  0.           0.           0.         910.           1.\n",
      "  532.21984401   8.           1.          39.           0.\n",
      "  532.6        532.21984401   6.          65.8          4.1       ]]\n",
      "[[4.00000000e+00 0.00000000e+00 0.00000000e+00 1.17000000e+03\n",
      "  1.00000000e+00 7.00329708e+02 1.10000000e+01 1.00000000e+00\n",
      "  5.10000000e+01 0.00000000e+00 7.00800000e+02 7.00329708e+02\n",
      "  1.20000000e+01 1.12000000e+02 4.60000000e+00]]\n",
      "[[  0.           1.           0.         453.           1.\n",
      "  358.23687622   4.           2.          26.           0.\n",
      "  358.5        358.23687622  10.          70.4          3.1       ]]\n",
      "[[  2.           0.           0.         809.           1.\n",
      "  477.17606687  11.           5.          35.           0.\n",
      "  477.5        477.17606687  10.         207.          -0.9       ]]\n",
      "[[1 0 0 188 3 283.0676742 4 4 16 0 284.2 283.0676742 3 79.2 None]]\n",
      "[[0 0 0 308 2 305.1870048 3 2 20 0 305.84 305.1870048 7 52.6 None]]\n",
      "[[  0.           0.           0.         778.           1.\n",
      "  481.17500424   7.           2.          36.           0.\n",
      "  481.5        481.17500424   9.         119.           4.2       ]]\n",
      "[[1 0 0 555 2 409.0914706 6 1 27 0 409.9 409.0914706 6 74.8 None]]\n",
      "[[  0.           0.           0.         514.           1.\n",
      "  378.19434271   4.           0.          28.           0.\n",
      "  378.5        378.19434271   6.          43.7          3.3       ]]\n",
      "[[8 0 0 662 2 446.22804775 7 3 31 0 446.5 446.22804775 11 127 None]]\n",
      "[[  1.           0.           0.         472.           1.\n",
      "  312.18377802   2.           0.          23.           0.\n",
      "  312.4        312.18377802   1.          40.6          2.7       ]]\n",
      "[[0 0 0 544 2 419.1360319 8 2 29 0 419.9 419.1360319 4 107 None]]\n",
      "[[  7.         0.         0.       724.         1.       360.193674\n",
      "    5.         3.        26.         0.       360.4      360.193674\n",
      "    2.        94.8        1.6     ]]\n",
      "[[  7.           0.           0.         827.           1.\n",
      "  402.20423868   6.           2.          29.           0.\n",
      "  402.5        402.20423868   4.         101.           2.4       ]]\n",
      "[[  1.           0.           0.         123.           1.\n",
      "  159.12592879   3.           2.          11.           0.\n",
      "  159.23       159.12592879   5.          63.3         -1.6       ]]\n",
      "[[  7.           0.           0.         550.           1.\n",
      "  316.24023027   2.           1.          23.           0.\n",
      "  316.5        316.24023027   1.          37.3          4.2       ]]\n",
      "[[  0.          0.          0.        279.          1.        218.1055277\n",
      "    2.          2.         16.          0.        218.25      218.1055277\n",
      "    2.         58.2         0.9      ]]\n",
      "[[  0.           0.           0.         583.           1.\n",
      "  516.30957314   4.           2.          35.           0.\n",
      "  516.8        516.30957314   8.          91.1         11.3       ]]\n",
      "[[0 0 0 210 2 257.12949 3 4 17 0 257.76 257.12949 5 53.2 None]]\n",
      "[[  2.           0.           0.         397.           1.\n",
      "  290.16304258   4.           4.          21.           0.\n",
      "  290.36       290.16304258   5.          81.6          1.5       ]]\n",
      "[[0 2 0 548 3 605.1598639 12 4 41 0 606.1 605.1598639 8 184 None]]\n",
      "[[  6.           0.           0.         589.           1.\n",
      "  314.22458021   2.           0.          23.           0.\n",
      "  314.5        314.22458021   1.          34.1          3.9       ]]\n",
      "[[1 0 0 368 2 377.1757715 4 3 26 0 377.9 377.1757715 11 58.6 None]]\n",
      "[[  0.           0.           0.         295.           1.\n",
      "  294.19434271   5.           1.          21.           0.\n",
      "  294.39       294.19434271  10.          64.8          2.7       ]]\n",
      "[[  0.          0.          0.        135.          1.        178.1357652\n",
      "    1.          1.         13.          0.        178.27      178.1357652\n",
      "    2.         20.2         3.8      ]]\n",
      "[[  0.           0.           0.         223.           1.\n",
      "  170.05138413   2.           2.          11.           0.\n",
      "  170.23       170.05138413   2.          73.2          0.8       ]]\n",
      "[[1.20000000e+01 0.00000000e+00 0.00000000e+00 1.07000000e+03\n",
      "  1.00000000e+00 5.30287968e+02 8.00000000e+00 4.00000000e+00\n",
      "  3.80000000e+01 0.00000000e+00 5.30600000e+02 5.30287968e+02\n",
      "  3.00000000e+00 1.26000000e+02 1.90000000e+00]]\n",
      "[[  0.           0.           0.         159.           1.\n",
      "  180.07211957   2.           1.          12.           0.\n",
      "  180.27       180.07211957   3.          71.           1.5       ]]\n",
      "[[  0.          0.          0.        445.          1.        367.1662694\n",
      "    5.          2.         25.          0.        367.9       367.1662694\n",
      "    6.         76.8         2.       ]]\n",
      "[[  1.           0.           0.         931.           1.\n",
      "  461.10568471  11.           1.          32.           0.\n",
      "  461.5        461.10568471   4.         125.           1.        ]]\n",
      "[[  5.           0.           0.         659.           1.\n",
      "  416.11073222   9.           6.          30.           0.\n",
      "  416.4        416.11073222   3.         157.           0.        ]]\n",
      "[[  0.           0.           0.         798.           1.\n",
      "  528.27613588   8.           3.          39.           0.\n",
      "  528.6        528.27613588   6.         114.           4.7       ]]\n",
      "[[  1.          0.          0.        468.          1.        388.1778371\n",
      "    6.          3.         27.          0.        388.9       388.1778371\n",
      "    7.         87.9         4.3      ]]\n",
      "[[  1.          0.          0.        583.          1.        432.1676664\n",
      "    8.          4.         30.          0.        432.9       432.1676664\n",
      "    8.        125.          3.8      ]]\n",
      "[[0 1 0 816 2 594.18245787 8 4 43 0 594.7 594.18245787 6 159 None]]\n",
      "[[  0.           0.           0.         115.           1.\n",
      "  123.04326179   3.           1.           9.           0.\n",
      "  123.11       123.04326179   1.          68.9         -0.6       ]]\n",
      "[[  0.          0.          0.        243.          1.        248.0828741\n",
      "    4.          2.         17.          0.        248.71      248.0828741\n",
      "    2.         77.8         2.7      ]]\n",
      "[[  0.         0.         0.       707.         1.       517.224453\n",
      "    7.         2.        37.         0.       518.       517.224453\n",
      "    7.        73.8        5.3     ]]\n",
      "[[  0.           0.           0.         284.           1.\n",
      "  265.14264148   4.           3.          19.           0.\n",
      "  265.31       265.14264148   8.          91.3          0.9       ]]\n",
      "[[  1.           0.           0.         842.           1.\n",
      "  567.26342533   6.           2.          43.           0.\n",
      "  567.7        567.26342533  10.          85.1          7.6       ]]\n",
      "[[  0.           0.           0.         488.           1.\n",
      "  302.04265266   7.           5.          22.           0.\n",
      "  302.23       302.04265266   1.         127.           1.5       ]]\n",
      "[[  4.           0.           0.         457.           1.\n",
      "  324.18377802   4.           1.          24.           0.\n",
      "  324.4        324.18377802   4.          45.6          2.9       ]]\n",
      "[[  4.           0.           0.         457.           1.\n",
      "  324.18377802   4.           1.          24.           0.\n",
      "  324.4        324.18377802   4.          45.6          2.9       ]]\n",
      "[[0 0 0 533 2 430.1884018 6 4 30 0 430.9 430.1884018 6 95.3 None]]\n",
      "[[  0.           0.           0.         849.           1.\n",
      "  560.22057471   8.           2.          40.           0.\n",
      "  560.7        560.22057471   8.         134.           5.6       ]]\n",
      "[[  0.           0.           0.         602.           1.\n",
      "  388.13469678   8.           1.          28.           0.\n",
      "  388.4        388.13469678   4.          76.6          2.8       ]]\n",
      "[[  0.           0.           0.         701.           1.\n",
      "  441.12823168  11.           2.          30.           0.\n",
      "  441.5        441.12823168   6.         136.           2.1       ]]\n",
      "[[0 0 0 874 2 628.17516126 14 4 44 0 628.6 628.17516126 8 192 None]]\n",
      "[[  0.          0.          0.        883.          1.        476.0930096\n",
      "    8.          1.         33.          0.        476.4       476.0930096\n",
      "    3.        109.          3.7      ]]\n",
      "[[  1.        0.        0.      711.        1.      572.00897  10.\n",
      "    4.       31.        0.      572.3     572.00897   9.      116.\n",
      "    2.8    ]]\n",
      "[[  1.           0.           0.         554.           1.\n",
      "  334.09535694   4.           2.          25.           0.\n",
      "  334.3        334.09535694   4.          90.5          2.6       ]]\n",
      "[[  0.         0.         0.       676.         1.       472.106896\n",
      "    5.         2.        32.         0.       473.3      472.106896\n",
      "    7.        88.7        4.3     ]]\n",
      "[[  3.           0.           0.         680.           1.\n",
      "  376.13828438   7.           5.          27.           0.\n",
      "  376.4        376.13828438   5.         155.          -1.5       ]]\n",
      "[[  0.           0.           0.         274.           1.\n",
      "  292.02278659   5.           2.          19.           0.\n",
      "  292.4        292.02278659   4.         110.           2.        ]]\n",
      "[[  1.           0.           0.         771.           1.\n",
      "  469.14248233   8.           3.          33.           0.\n",
      "  469.4        469.14248233   5.          87.3          4.6       ]]\n",
      "[[  0.          0.          0.        474.          1.        388.0606145\n",
      "    6.          3.         26.          0.        389.2       388.0606145\n",
      "    4.        106.          3.5      ]]\n",
      "[[  0.           0.           0.         611.           1.\n",
      "  425.19034057   4.           1.          32.           0.\n",
      "  425.5        425.19034057   8.          50.9          4.6       ]]\n",
      "[[  1.           0.           0.         440.           1.\n",
      "  359.13036272   6.           1.          25.           0.\n",
      "  359.4        359.13036272   8.          96.3          1.9       ]]\n",
      "[[  1.       0.       0.     486.       1.     435.0906   6.       3.\n",
      "   27.       0.     436.3    435.0906   5.      97.4      1.4   ]]\n",
      "[[  1.          0.          0.        485.          1.        385.1347794\n",
      "    5.          1.         27.          0.        385.5       385.1347794\n",
      "   11.         97.8         3.3      ]]\n",
      "[[0 0 0 655 2 509.1427573 6 3 35 0 510 509.1427573 7 98.2 None]]\n",
      "[[  0.           0.           0.         836.           1.\n",
      "  444.15574596   9.           3.          32.           0.\n",
      "  444.4        444.15574596   6.         150.           1.1       ]]\n",
      "[[  1.           0.           0.         790.           1.\n",
      "  458.12600562   9.           4.          32.           0.\n",
      "  458.5        458.12600562   9.         177.           1.4       ]]\n",
      "[[  1.          0.          0.        689.          1.        416.1206065\n",
      "    6.          2.         29.          0.        416.5       416.1206065\n",
      "    6.         96.8         2.9      ]]\n",
      "[[  1.           0.           0.         331.           1.\n",
      "  259.15722892   2.           1.          19.           0.\n",
      "  259.34       259.15722892   4.          38.3          2.7       ]]\n",
      "[[  5.           0.           0.         619.           1.\n",
      "  416.23112214   6.           2.          30.           0.\n",
      "  416.5        416.23112214  10.          95.9          1.4       ]]\n",
      "[[  1.           0.           0.         531.           1.\n",
      "  427.24710656   6.           2.          31.           0.\n",
      "  427.5        427.24710656   9.          74.3          2.7       ]]\n",
      "[[1.50000000e+01 4.00000000e+00 0.00000000e+00 1.76000000e+03\n",
      "  1.00000000e+00 9.13555142e+02 1.30000000e+01 3.00000000e+00\n",
      "  6.50000000e+01 0.00000000e+00 9.14200000e+02 9.13555142e+02\n",
      "  6.00000000e+00 1.95000000e+02 6.00000000e+00]]\n",
      "[[1 0 0 305 2 267.09291459 4 2 18 0 267.35 267.09291459 2 74.8 None]]\n",
      "[[  1.          0.          0.        598.          1.        370.0720347\n",
      "    4.          3.         26.          0.        370.8       370.0720347\n",
      "    5.         95.5         2.4      ]]\n",
      "[[5.00000000e+00 0.00000000e+00 0.00000000e+00 1.01000000e+03\n",
      "  1.00000000e+00 5.69075655e+02 7.00000000e+00 5.00000000e+00\n",
      "  3.90000000e+01 0.00000000e+00 5.70400000e+02 5.69075655e+02\n",
      "  3.00000000e+00 1.46000000e+02 2.60000000e+00]]\n",
      "[[  0.          0.          0.        686.          1.        482.0768807\n",
      "    8.          3.         33.          0.        482.8       482.0768807\n",
      "    5.         92.4         4.2      ]]\n",
      "[[  1.           0.           0.         619.           1.\n",
      "  452.26750765   5.           2.          33.           0.\n",
      "  452.6        452.26750765  10.          78.9          5.2       ]]\n",
      "[[   6.            0.            0.         1000.            1.\n",
      "   608.27338087   10.            1.           44.            0.\n",
      "   608.7         608.27338087   10.          118.            4.        ]]\n",
      "[[  0.           0.           0.         893.           1.\n",
      "  376.09468823   6.           4.          28.           0.\n",
      "  376.4        376.09468823   0.         115.           3.6       ]]\n",
      "[[  0.           1.           0.         246.           1.\n",
      "  228.07864425   3.           3.          17.           0.\n",
      "  228.24       228.07864425   2.          60.7          3.1       ]]\n",
      "[[  6.           3.           0.         999.           1.\n",
      "  587.32066542   9.           6.          42.           0.\n",
      "  587.7        587.32066542   7.         173.           3.4       ]]\n",
      "[[  0.         0.         0.       348.         1.       303.138305\n",
      "    5.         3.        22.         0.       303.33     303.138305\n",
      "    6.        76.4        2.8     ]]\n",
      "[[  0.           0.           0.         503.           1.\n",
      "  393.22770852   7.           3.          29.           0.\n",
      "  393.5        393.22770852   5.          91.           3.9       ]]\n",
      "[[  0.           0.           0.         487.           1.\n",
      "  284.03208798   6.           3.          21.           0.\n",
      "  284.22       284.03208798   1.         112.           2.2       ]]\n",
      "[[  4.          0.          0.        304.          1.        244.0807695\n",
      "    7.          4.         17.          0.        244.2       244.0807695\n",
      "    3.        144.         -1.8      ]]\n",
      "[[  2.           0.           0.          76.1          1.\n",
      "  152.06847348   5.           5.          10.           0.\n",
      "  152.15       152.06847348   4.         101.          -2.5       ]]\n",
      "[[1.50000000e+01 4.00000000e+00 0.00000000e+00 1.94000000e+03\n",
      "  1.00000000e+00 9.89562943e+02 1.40000000e+01 2.00000000e+00\n",
      "  6.90000000e+01 0.00000000e+00 9.90200000e+02 9.89562943e+02\n",
      "  8.00000000e+00 2.02000000e+02 5.90000000e+00]]\n",
      "[[9.00000000e+00 3.00000000e+00 0.00000000e+00 2.11000000e+03\n",
      "  1.00000000e+00 8.46441509e+02 1.40000000e+01 5.00000000e+00\n",
      "  6.10000000e+01 0.00000000e+00 8.47000000e+02 8.46441509e+02\n",
      "  5.00000000e+00 2.09000000e+02 4.70000000e+00]]\n",
      "[[9.00000000e+00 4.00000000e+00 0.00000000e+00 1.62000000e+03\n",
      "  1.00000000e+00 8.22405123e+02 1.50000000e+01 6.00000000e+00\n",
      "  5.90000000e+01 0.00000000e+00 8.22900000e+02 8.22405123e+02\n",
      "  5.00000000e+00 2.20000000e+02 4.90000000e+00]]\n",
      "[[9.00000000e+00 4.00000000e+00 0.00000000e+00 1.73000000e+03\n",
      "  1.00000000e+00 8.76452074e+02 1.50000000e+01 6.00000000e+00\n",
      "  6.30000000e+01 0.00000000e+00 8.77000000e+02 8.76452074e+02\n",
      "  6.00000000e+00 2.20000000e+02 6.70000000e+00]]\n",
      "[[9.00000000e+00 3.00000000e+00 0.00000000e+00 1.59000000e+03\n",
      "  1.00000000e+00 7.85352359e+02 1.20000000e+01 5.00000000e+00\n",
      "  5.70000000e+01 0.00000000e+00 7.85900000e+02 7.85352359e+02\n",
      "  3.00000000e+00 1.98000000e+02 6.90000000e+00]]\n",
      "[[  0.           0.           0.         219.           1.\n",
      "  180.12626314   2.           1.          13.           0.\n",
      "  180.25       180.12626314   4.          33.6          1.2       ]]\n",
      "[[  0.           0.           0.         238.           1.\n",
      "  234.00746845   7.           1.          15.           0.\n",
      "  234.2        234.00746845   1.          76.4          3.6       ]]\n",
      "[[  1.           0.           0.         180.           1.\n",
      "  179.16739968   1.           1.          13.           0.\n",
      "  179.3        179.16739968   1.          26.           2.6       ]]\n",
      "[[  0.         0.         0.       583.         1.       462.078094\n",
      "    3.         1.        30.         0.       463.8      462.078094\n",
      "    4.        50.2        6.5     ]]\n",
      "[[1 0 0 375 2 304.98301994 8 4 18 0 305.09 304.98301994 4 151 None]]\n",
      "[[2 0 0 284 2 323.1288213 4 5 22 0 323.8 323.1288213 6 72.7 None]]\n",
      "[[4.00000000e+00 0.00000000e+00 0.00000000e+00 1.04000000e+03\n",
      "  1.00000000e+00 7.20312761e+02 9.00000000e+00 4.00000000e+00\n",
      "  5.00000000e+01 0.00000000e+00 7.20900000e+02 7.20312761e+02\n",
      "  1.80000000e+01 2.02000000e+02 6.00000000e+00]]\n",
      "[[  1.          0.          0.        645.          1.        435.0655696\n",
      "    6.          1.         29.          0.        435.9       435.0655696\n",
      "    5.        116.          2.5      ]]\n",
      "[[3 0 0 402 2 400.18456587 9 4 28 0 400.4 400.18456587 8 148 None]]\n",
      "[[0 0 0 412 2 391.20082507 5 2 29 0 391.5 391.20082507 6 87 None]]\n",
      "[[  0.       0.       0.     416.       1.     474.0764   8.       4.\n",
      "   26.       0.     474.3    474.0764   8.     123.       2.1   ]]\n",
      "[[  1.           0.           0.         825.           1.\n",
      "  424.18992603   3.           2.          32.           0.\n",
      "  424.5        424.18992603   3.          82.           2.4       ]]\n",
      "[[  2.          1.          0.        654.          1.        454.1659351\n",
      "    4.          2.         32.          0.        454.9       454.1659351\n",
      "    5.         84.5         3.4      ]]\n",
      "[[10 0 0 898 2 608.31887 6 1 39 0 609.7 608.31887 6 59 None]]\n",
      "[[  0.          0.          0.        556.          1.        314.0612801\n",
      "    4.          0.         22.          0.        314.4       314.0612801\n",
      "    3.         68.8         2.3      ]]\n",
      "[[  0.         0.         0.       475.         1.       402.034954\n",
      "    6.         1.        26.         0.       403.2      402.034954\n",
      "    7.        60.4        4.6     ]]\n",
      "[[  1.           0.           0.         341.           1.\n",
      "  275.15214354   3.           1.          20.           0.\n",
      "  275.34       275.15214354   4.          47.6          2.2       ]]\n",
      "[[  2.           0.           0.         609.           1.\n",
      "  356.22122616   3.           1.          26.           0.\n",
      "  356.5        356.22122616   5.          69.3          4.9       ]]\n",
      "[[  4.           2.           0.         905.           1.\n",
      "  540.20762724   8.           4.          36.           0.\n",
      "  540.7        540.20762724   2.         193.           2.2       ]]\n",
      "[[  1.           0.           0.         469.           1.\n",
      "  357.11471266   6.           1.          25.           0.\n",
      "  357.4        357.11471266   7.          96.8          3.1       ]]\n",
      "[[  3.           0.           0.         664.           1.\n",
      "  394.14163843   6.           0.          29.           0.\n",
      "  394.4        394.14163843   3.          63.2          4.1       ]]\n",
      "[[  1.           0.           0.         475.           1.\n",
      "  355.17835829   5.           0.          26.           0.\n",
      "  355.4        355.17835829   4.          40.2          3.2       ]]\n",
      "[[1.8000000e+01 1.0000000e+00 0.0000000e+00 1.3100000e+03 1.0000000e+00\n",
      "  8.3652457e+02 1.7000000e+01 5.0000000e+00 5.8000000e+01 0.0000000e+00\n",
      "  8.3700000e+02 8.3652457e+02 1.3000000e+01 2.1700000e+02 3.1000000e+00]]\n",
      "[[1 0 0 965 2 564.20425594 7 2 40 0 564.7 564.20425594 2 131 None]]\n",
      "[[  0.           0.           0.         466.           1.\n",
      "  323.14339038   3.           3.          24.           0.\n",
      "  323.4        323.14339038   3.          56.9          2.5       ]]\n",
      "[[4.00000000e+00 1.00000000e+00 0.00000000e+00 1.01000000e+03\n",
      "  1.00000000e+00 5.98280278e+02 9.00000000e+00 3.00000000e+00\n",
      "  4.30000000e+01 0.00000000e+00 5.98700000e+02 5.98280278e+02\n",
      "  1.60000000e+01 1.57000000e+02 3.10000000e+00]]\n",
      "[[  0.           0.           0.         517.           1.\n",
      "  287.10586205   2.           1.          22.           0.\n",
      "  287.3        287.10586205   0.          48.5          3.        ]]\n",
      "[[  1.           0.           0.         453.           1.\n",
      "  306.15929461   4.           1.          23.           0.\n",
      "  306.4        306.15929461   4.          83.2          2.1       ]]\n",
      "[[  1.           0.           0.         341.           1.\n",
      "  275.15214354   3.           1.          20.           0.\n",
      "  275.34       275.15214354   4.          47.6          2.2       ]]\n",
      "[[  0.           0.           0.         503.           1.\n",
      "  364.12594362   8.           2.          26.           0.\n",
      "  364.32       364.12594362   4.          84.2          2.8       ]]\n",
      "[[  1.          0.          0.        392.          1.        363.1293001\n",
      "    4.          2.         26.          0.        363.5       363.1293001\n",
      "    7.         88.6         2.       ]]\n",
      "[[  0.         0.         0.       578.         1.       365.056923\n",
      "    7.         3.        25.         0.       365.4      365.056923\n",
      "    6.       138.         3.      ]]\n",
      "[[  0.           0.           0.         525.           1.\n",
      "  358.10996163   5.           4.          25.           0.\n",
      "  358.4        358.10996163   4.         135.           3.9       ]]\n",
      "[[  0.          0.          0.        666.          1.        489.1641614\n",
      "    4.          1.         34.          0.        490.1       489.1641614\n",
      "    6.         73.5         6.3      ]]\n",
      "[[  0.         0.         0.       640.         1.       479.161184\n",
      "    5.         2.        34.         0.       480.       479.161184\n",
      "    9.        85.5        5.6     ]]\n",
      "[[  0.           0.           0.         415.           1.\n",
      "  331.11209025   4.           2.          25.           0.\n",
      "  331.3        331.11209025   3.          61.8          3.7       ]]\n",
      "[[  1.           0.           0.         500.           1.\n",
      "  377.09981149   5.           1.          27.           0.\n",
      "  377.4        377.09981149   4.          77.8          3.2       ]]\n",
      "[[  0.           0.           0.         429.           1.\n",
      "  292.13241115   2.           1.          22.           0.\n",
      "  292.33       292.13241115   1.          50.2          1.7       ]]\n",
      "[[  0.         0.         0.       621.         1.       370.027583\n",
      "    2.         1.        25.         0.       371.2      370.027583\n",
      "    2.        51.1        3.9     ]]\n",
      "[[  0.           0.           0.         885.           1.\n",
      "  520.24744091   6.           0.          39.           0.\n",
      "  520.6        520.24744091   3.          71.7          5.6       ]]\n",
      "[[  0.          0.          0.        469.          1.        368.1648541\n",
      "    6.          1.         27.          0.        368.4       368.1648541\n",
      "    4.         73.1         2.6      ]]\n",
      "[[  0.           0.           0.         442.           1.\n",
      "  353.16518845   6.           1.          26.           0.\n",
      "  353.4        353.16518845   4.          64.9          2.1       ]]\n",
      "[[  0.        0.        0.      466.        1.      356.00212   4.\n",
      "    3.       22.        0.      357.16    356.00212   2.      107.\n",
      "    2.     ]]\n",
      "[[  1.           0.           0.         401.           1.\n",
      "  306.03843666   4.           0.          20.           0.\n",
      "  306.4        306.03843666   5.          77.           3.2       ]]\n",
      "[[  0.           0.           0.         484.           1.\n",
      "  356.14486754   5.           2.          26.           0.\n",
      "  356.4        356.14486754   3.          57.3          3.5       ]]\n",
      "[[  0.          0.          0.        617.          1.        359.0308981\n",
      "    6.          3.         25.          0.        359.72      359.0308981\n",
      "    3.        124.          2.8      ]]\n",
      "[[  0.           0.           0.         582.           1.\n",
      "  384.12224039   5.           2.          29.           0.\n",
      "  384.4        384.12224039   4.         103.           2.7       ]]\n",
      "[[  0.      0.      0.    466.      1.    335.163   4.      1.     25.\n",
      "    0.    335.407 335.163   3.     60.      4.3  ]]\n",
      "[[  0.          0.          0.        476.          1.        343.1796957\n",
      "    4.          1.         26.          0.        343.4       343.1796957\n",
      "    3.         67.4         3.7      ]]\n",
      "[[  0.           1.           0.         674.           1.\n",
      "  453.21647513   6.           2.          34.           0.\n",
      "  453.5        453.21647513   7.          86.6          4.        ]]\n",
      "[[1 0 0 813 2 552.1946484 4 2 38 0 553.5 552.1946484 9 72.6 None]]\n",
      "[[  0.           1.           0.         644.           1.\n",
      "  472.24744091   7.           1.          35.           0.\n",
      "  472.6        472.24744091   4.          68.7          3.8       ]]\n",
      "[[  2.          0.          0.        485.          1.        417.1626199\n",
      "    2.          1.         28.          0.        418.4       417.1626199\n",
      "    3.         23.5         6.       ]]\n",
      "[[  0.           0.           0.         527.           1.\n",
      "  371.21099583   4.           2.          28.           0.\n",
      "  371.5        371.21099583   5.          68.8          4.9       ]]\n",
      "[[  1.        0.        0.      425.        1.      375.08071   5.\n",
      "    2.       23.        0.      376.25    375.08071   2.       86.1\n",
      "    0.8    ]]\n",
      "[[  0.          0.          0.        523.          1.        397.1305526\n",
      "    5.          2.         28.          0.        397.9       397.1305526\n",
      "    4.         95.          1.9      ]]\n",
      "[[  0.           0.           0.         193.           1.\n",
      "  160.06366289   1.           2.          12.           0.\n",
      "  160.17       160.06366289   1.          58.9          0.9       ]]\n",
      "[[  0.          0.          0.        437.          1.        352.0639502\n",
      "    7.          1.         25.          0.        352.8       352.0639502\n",
      "    3.         76.5         3.       ]]\n",
      "[[  1.           0.           0.         574.           1.\n",
      "  406.14163843   6.           1.          30.           0.\n",
      "  406.4        406.14163843   6.          74.2          4.        ]]\n",
      "[[  4.        0.        0.      825.        1.      617.23252   8.\n",
      "    5.       40.        0.      618.6     617.23252  10.      151.\n",
      "    3.     ]]\n",
      "[[  0.           0.           0.         529.           1.\n",
      "  405.17764484   8.           1.          29.           0.\n",
      "  405.4        405.17764484   5.          54.7          4.3       ]]\n",
      "[[  0.           0.           0.         494.           1.\n",
      "  359.09531462   6.           0.          26.           0.\n",
      "  359.4        359.09531462   3.          99.1          2.4       ]]\n",
      "[[  1.           0.           0.         757.           1.\n",
      "  452.15835112   7.           1.          33.           0.\n",
      "  452.5        452.15835112   8.         103.           2.8       ]]\n",
      "[[  0.          1.          0.        689.          1.        428.1138995\n",
      "    6.          0.         30.          0.        428.9       428.1138995\n",
      "    8.         77.4         4.3      ]]\n",
      "[[  0.           0.           0.         376.           1.\n",
      "  287.11709544   4.           1.          22.           0.\n",
      "  287.32       287.11709544   2.          67.4          2.2       ]]\n",
      "[[1 0 0 427 2 371.1652068 3 2 26 0 371.9 371.1652068 6 40.5 None]]\n",
      "[[  0.           1.           0.         487.           1.\n",
      "  335.07040306   7.           2.          23.           0.\n",
      "  335.3        335.07040306   3.         101.           3.7       ]]\n",
      "[[1.00000000e+01 0.00000000e+00 0.00000000e+00 1.93000000e+03\n",
      "  1.00000000e+00 1.12066983e+03 1.20000000e+01 6.00000000e+00\n",
      "  8.20000000e+01 0.00000000e+00 1.12140000e+03 1.12066983e+03\n",
      "  2.40000000e+01 2.43000000e+02 5.80000000e+00]]\n",
      "[[  0.          1.          0.        406.          1.        273.0071341\n",
      "    6.          1.         18.          0.        273.23      273.0071341\n",
      "    1.         71.5         3.1      ]]\n",
      "[[  1.           0.           0.         820.           1.\n",
      "  392.13722175   6.           2.          29.           0.\n",
      "  392.4        392.13722175   2.         100.           1.4       ]]\n",
      "[[  0.           0.           0.         454.           1.\n",
      "  380.13406838   7.           2.          25.           0.\n",
      "  380.5        380.13406838   6.         134.           3.        ]]\n",
      "[[  0.          0.          0.        532.          1.        430.0437292\n",
      "    7.          3.         28.          0.        430.9       430.0437292\n",
      "    6.        148.          4.2      ]]\n",
      "[[  0.           0.           0.         754.           1.\n",
      "  464.20352524   8.           3.          33.           0.\n",
      "  464.5        464.20352524   4.         110.           3.8       ]]\n",
      "[[  0.           0.           0.         877.           1.\n",
      "  521.22498896  10.           3.          37.           0.\n",
      "  521.5        521.22498896   7.         142.           3.5       ]]\n",
      "[[  0.           0.           0.         343.           1.\n",
      "  220.06366289   2.           1.          17.           0.\n",
      "  220.23       220.06366289   0.          45.8          2.7       ]]\n",
      "[[  0.           0.           0.         856.           1.\n",
      "  564.26579357   6.           0.          40.           0.\n",
      "  564.7        564.26579357  13.          78.4          6.2       ]]\n",
      "[[  0.           0.           0.         700.           1.\n",
      "  490.22295749   8.           1.          37.           0.\n",
      "  490.6        490.22295749   6.          93.9          4.2       ]]\n",
      "[[  1.           0.           0.         563.           1.\n",
      "  408.17975527   6.           2.          30.           0.\n",
      "  408.4        408.17975527   7.          88.7          2.5       ]]\n",
      "[[  1.          0.          0.        600.          1.        478.1805397\n",
      "    5.          1.         32.          0.        479.        478.1805397\n",
      "   10.        110.          5.3      ]]\n",
      "[[0 0 0 707 2 505.1451573 7 3 35 0 506 505.1451573 5 116 None]]\n",
      "[[2 0 0 496 2 432.0983032 5 3 28 0 433.3 432.0983032 4 41.1 None]]\n",
      "[[  0.           1.           0.         486.           1.\n",
      "  317.01803557   5.           1.          21.           0.\n",
      "  317.4        317.01803557   3.         103.           3.7       ]]\n",
      "[[  0.           0.           0.         281.           1.\n",
      "  267.08301861   4.           1.          19.           0.\n",
      "  267.4        267.08301861   3.          66.           3.8       ]]\n",
      "[[  0.           0.           0.         570.           1.\n",
      "  382.10659033   6.           1.          29.           0.\n",
      "  382.4        382.10659033   4.          94.           3.6       ]]\n",
      "[[  0.           1.           0.         488.           1.\n",
      "  296.11609238   3.           3.          22.           0.\n",
      "  296.32       296.11609238   4.          82.2          1.8       ]]\n",
      "[[  0.           1.           0.         697.           1.\n",
      "  371.13036272   4.           2.          26.           0.\n",
      "  371.5        371.13036272   3.          90.6          2.1       ]]\n",
      "[[0.00000000e+00 1.00000000e+00 0.00000000e+00 1.07000000e+03\n",
      "  1.00000000e+00 5.67170703e+02 6.00000000e+00 2.00000000e+00\n",
      "  3.90000000e+01 0.00000000e+00 5.68100000e+02 5.67170703e+02\n",
      "  5.00000000e+00 1.14000000e+02 3.10000000e+00]]\n",
      "[[1 0 0 438 2 398.13117119 7 3 27 0 398.5 398.13117119 7 127 None]]\n",
      "[[  5.           0.           0.         300.           1.\n",
      "  286.10525292   7.           5.          20.           0.\n",
      "  286.28       286.10525292   4.         120.          -1.2       ]]\n",
      "[[  5.           0.           0.         306.           1.\n",
      "  300.12090298   7.           5.          21.           0.\n",
      "  300.3        300.12090298   5.         120.          -0.6       ]]\n",
      "[[1.80000000e+01 0.00000000e+00 0.00000000e+00 1.32000000e+03\n",
      "  1.00000000e+00 7.50491813e+02 1.10000000e+01 4.00000000e+00\n",
      "  5.30000000e+01 0.00000000e+00 7.51000000e+02 7.50491813e+02\n",
      "  1.20000000e+01 1.61000000e+02 5.70000000e+00]]\n",
      "[[  0.           2.           0.         498.           1.\n",
      "  358.19665138   3.           1.          25.           0.\n",
      "  358.5        358.19665138  10.          62.6          7.2       ]]\n",
      "[[  0.          0.          0.        641.          1.        473.1629955\n",
      "    8.          2.         33.          0.        473.9       473.1629955\n",
      "    7.         88.6         4.       ]]\n",
      "[[  0.          0.          0.        743.          1.        541.2091968\n",
      "   10.          1.         38.          0.        542.        541.2091968\n",
      "    8.         90.4         4.1      ]]\n",
      "[[0 0 0 645 2 421.1004755 8 3 29 0 421.8 421.1004755 3 72.9 None]]\n",
      "[[  6.           0.           0.         609.           1.\n",
      "  315.19467706   4.           2.          23.           0.\n",
      "  315.4        315.19467706   2.          90.4          0.7       ]]\n",
      "[[  4.           0.           0.         387.           1.\n",
      "  250.19328008   2.           0.          18.           0.\n",
      "  250.38       250.19328008   0.          26.3          4.3       ]]\n",
      "[[  4.           0.           0.         179.           1.\n",
      "  155.09462866   3.           1.          11.           0.\n",
      "  155.19       155.09462866   0.          36.          -0.2       ]]\n",
      "[[  5.           0.           0.         418.           1.\n",
      "  303.14705816   5.           1.          22.           0.\n",
      "  303.35       303.14705816   5.          62.3          0.9       ]]\n",
      "[[5 0 0 454 2 397.08887 5 1 24 0 398.3 397.08887 5 59.1 None]]\n",
      "[[  0.           0.           0.         644.           1.\n",
      "  460.12052632   7.           1.          33.           0.\n",
      "  460.5        460.12052632   7.         113.           4.9       ]]\n",
      "[[  1.           0.           0.         194.           1.\n",
      "  185.08004123   4.           1.          13.           0.\n",
      "  185.18       185.08004123   2.          83.9          0.2       ]]\n",
      "[[  2.           0.           0.         357.           1.\n",
      "  362.17293856   6.           4.          26.           0.\n",
      "  362.4        362.17293856   9.          99.4          2.5       ]]\n",
      "[[1 0 0 195 2 223.1127773 1 1 15 0 223.74 223.1127773 4 3.2 None]]\n",
      "[[1 0 0 97 1 196.9955 3 2 9 0 196.12 196.9955 4 63.3 None]]\n",
      "[[  1.           0.           0.         417.           1.\n",
      "  354.21680948   6.           3.          26.           0.\n",
      "  354.4        354.21680948   8.          87.9          3.2       ]]\n",
      "[[  0.        0.        0.      523.        1.      456.00001   6.\n",
      "    3.       27.        0.      457.7     456.00001   6.       88.4\n",
      "    3.6    ]]\n",
      "[[  3.           0.           0.         537.           1.\n",
      "  361.20015636   4.           3.          26.           0.\n",
      "  361.4        361.20015636   5.          98.7          1.3       ]]\n",
      "[[  6.           4.           0.         812.           1.\n",
      "  454.34469534   3.           3.          33.           0.\n",
      "  454.7        454.34469534   7.          60.7          5.8       ]]\n",
      "[[0 0 0 571 2 442.06405 6 0 28 0 443.3 442.06405 5 78 None]]\n",
      "[[  0.           0.           0.         387.           1.\n",
      "  328.16879666   3.           3.          25.           0.\n",
      "  328.4        328.16879666   6.          52.7          4.6       ]]\n",
      "[[  4.          0.          0.        482.          1.        354.1103383\n",
      "    6.          0.         26.          0.        354.4       354.1103383\n",
      "    2.         55.4         2.7      ]]\n",
      "[[  3.           0.           0.         222.           1.\n",
      "  174.05282342   5.           4.          12.           0.\n",
      "  174.15       174.05282342   1.          98.          -1.7       ]]\n",
      "[[  1.           0.           0.         501.           1.\n",
      "  288.09977361   5.           3.          21.           0.\n",
      "  288.29       288.09977361   3.          94.8          3.        ]]\n",
      "[[1 0 0 275 2 315.1520553 1 1 20 0 316.3 315.1520553 5 3.2 None]]\n",
      "[[0 0 0 1070 2 666.23192724 15 5 46 0 666.7 666.23192724 12 250 None]]\n",
      "[[  0.          0.          0.        491.          1.        349.0618043\n",
      "    5.          2.         25.          0.        349.8       349.0618043\n",
      "    3.         75.1         4.4      ]]\n",
      "[[  1.           0.           0.         654.           1.\n",
      "  495.23449101   9.           3.          35.           0.\n",
      "  495.5        495.23449101  13.          97.           3.6       ]]\n",
      "[[0 0 0 327 2 355.94971 6 1 18 0 357.14 355.94971 3 95.3 None]]\n",
      "[[  4.           0.           0.         750.           1.\n",
      "  482.12129691  10.           5.          35.           0.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  482.4        482.12129691   4.         155.           2.4       ]]\n",
      "[[  7.           0.           0.         706.           1.\n",
      "  418.27192432   5.           1.          30.           0.\n",
      "  418.6        418.27192432   7.          72.8          4.7       ]]\n",
      "[[  3.           0.           0.         562.           1.\n",
      "  329.16270822   5.           1.          24.           0.\n",
      "  329.4        329.16270822   2.          59.           2.2       ]]\n",
      "[[  0.         0.         0.       393.         1.       371.047129\n",
      "    5.         1.        23.         0.       372.7      371.047129\n",
      "    2.        58.3        3.6     ]]\n",
      "[[3.00000000e+00 0.00000000e+00 0.00000000e+00 7.61000000e+02\n",
      "  1.00000000e+00 4.09100476e+02 8.00000000e+00 2.00000000e+00\n",
      "  2.80000000e+01 0.00000000e+00 4.09800000e+02 4.09100476e+02\n",
      "  3.00000000e+00 8.69000000e+01 7.00000000e-01]]\n",
      "[[  1.          0.          0.        566.          1.        407.1180791\n",
      "   10.          1.         28.          0.        407.31      407.1180791\n",
      "    4.         77.          0.7      ]]\n",
      "[[  0.           0.           0.         731.           1.\n",
      "  434.11477223   8.           3.          30.           0.\n",
      "  434.5        434.11477223   9.         147.           3.        ]]\n",
      "[[0 0 0 123 2 163.95778065 4 1 8 0 164.18 163.95778065 2 66.6 None]]\n",
      "[[1 0 0 211 2 220.03476767 5 3 15 0 220.15 220.03476767 3 101 None]]\n",
      "[[3 0 0 728 2 457.0475138 7 1 30 0 457.9 457.0475138 4 141 None]]\n",
      "[[0 0 0 824 3 512.03314983 11 1 36 0 512.3 512.03314983 6 172 None]]\n",
      "[[  6.           0.           0.         913.           1.\n",
      "  529.16254469  11.           3.          36.           0.\n",
      "  529.5        529.16254469  11.         153.           1.        ]]\n",
      "[[0.00000000e+00 8.00000000e+00 0.00000000e+00 1.10000000e+03\n",
      "  1.00000000e+00 6.30573967e+02 1.00000000e+00 1.00000000e+00\n",
      "  4.60000000e+01 0.00000000e+00 6.31100000e+02 6.30573967e+02\n",
      "  2.50000000e+01 2.02000000e+01 1.59000000e+01]]\n",
      "[[  4.           0.           0.         392.           1.\n",
      "  246.17321334   2.           0.          18.           0.\n",
      "  246.35       246.17321334   0.          23.6          1.7       ]]\n",
      "[[  0.          0.          0.        646.          1.        464.0863026\n",
      "    7.          3.         32.          0.        464.8       464.0863026\n",
      "    5.         92.4         4.1      ]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 3.30000000e+02\n",
      "  1.00000000e+00 2.72119464e+02 5.00000000e+00 3.00000000e+00\n",
      "  1.80000000e+01 0.00000000e+00 2.72370000e+02 2.72119464e+02\n",
      "  6.00000000e+00 8.68000000e+01 2.00000000e-01]]\n",
      "[[  0.           0.           0.         822.           1.\n",
      "  438.18042398   6.           2.          33.           0.\n",
      "  438.5        438.18042398   3.          94.2          2.6       ]]\n",
      "[[2.00000000e+00 0.00000000e+00 0.00000000e+00 6.91000000e+02\n",
      "  1.00000000e+00 3.92165997e+02 9.00000000e+00 3.00000000e+00\n",
      "  2.80000000e+01 0.00000000e+00 3.92400000e+02 3.92165997e+02\n",
      "  3.00000000e+00 9.89000000e+01 1.00000000e-01]]\n",
      "[[  0.           0.           0.         308.           1.\n",
      "  271.09210369   5.           1.          20.           0.\n",
      "  271.26       271.09210369   3.          37.8          3.6       ]]\n",
      "[[9 0 0 478 3 404.1117066 9 7 25 0 405.3 404.1117066 2 130 None]]\n",
      "[[  1.      0.      0.     56.8     1.    145.158   3.      3.     10.\n",
      "    0.    145.25  145.158   7.     64.1    -1.   ]]\n",
      "[[  7.           0.           0.         538.           1.\n",
      "  328.25146366   2.           2.          24.           0.\n",
      "  328.5        328.25146366   0.          48.9          4.5       ]]\n",
      "[[4.0000000e+00 0.0000000e+00 0.0000000e+00 1.2200000e+03 1.0000000e+00\n",
      "  5.8420597e+02 5.0000000e+00 1.0000000e+00 4.4000000e+01 0.0000000e+00\n",
      "  5.8460000e+02 5.8420597e+02 3.0000000e+00 9.4800000e+01 4.8000000e+00]]\n",
      "[[  2.           0.           0.         388.           1.\n",
      "  224.07970687   4.           2.          16.           0.\n",
      "  224.21       224.07970687   2.          78.9         -0.8       ]]\n",
      "[[  0.           0.           0.         586.           1.\n",
      "  429.16233156   6.           2.          31.           0.\n",
      "  429.5        429.16233156   6.         104.           5.4       ]]\n",
      "[[  9.           1.           0.         674.           1.\n",
      "  412.37051617   1.           1.          30.           0.\n",
      "  412.7        412.37051617   5.          20.2          8.6       ]]\n",
      "[[30 0 0 1020 5 1456.4334786 42 30 95 0 1457.4 1456.4334786 18 922 None]]\n",
      "[[  5.           0.           0.         315.           1.\n",
      "  265.09099983   8.           5.          18.           0.\n",
      "  265.22       265.09099983   2.         152.          -1.4       ]]\n",
      "[[0 0 0 533 10 639.8696636 18 7 32 0 639.6 639.8696636 4 223 None]]\n",
      "[[  0.           0.           0.         276.           1.\n",
      "  264.14739251   3.           3.          19.           0.\n",
      "  264.32       264.14739251   8.          78.4          1.9       ]]\n",
      "[[  2.           0.           0.         446.           1.\n",
      "  233.03579363   5.           1.          15.           0.\n",
      "  233.24       233.03579363   1.         100.          -1.        ]]\n",
      "[[  0.           0.           0.         420.           1.\n",
      "  310.07357612   8.           2.          21.           0.\n",
      "  310.33       310.07357612   5.         125.           0.7       ]]\n",
      "[[  0.           0.           0.         374.           1.\n",
      "  267.06776247   6.           2.          18.           0.\n",
      "  267.31       267.06776247   3.         107.           1.        ]]\n",
      "[[  0.           0.           0.         368.           1.\n",
      "  280.06301144   7.           2.          19.           0.\n",
      "  280.31       280.06301144   4.         116.           0.4       ]]\n",
      "[[  0.           0.           0.         349.           1.\n",
      "  270.02451793   7.           2.          17.           0.\n",
      "  270.3        270.02451793   3.         135.           0.5       ]]\n",
      "[[  0.          0.          0.        346.          1.        253.0521124\n",
      "    6.          2.         17.          0.        253.28      253.0521124\n",
      "    3.        107.          0.9      ]]\n",
      "[[  0.           0.           0.         211.           1.\n",
      "  172.03064868   4.           2.          11.           0.\n",
      "  172.21       172.03064868   1.          94.6         -0.6       ]]\n",
      "[[  0.           0.           0.         451.           1.\n",
      "  314.08374688   5.           2.          22.           0.\n",
      "  314.4        314.08374688   4.          98.4          1.5       ]]\n",
      "[[  0.           0.           0.         331.           1.\n",
      "  249.05719778   5.           2.          17.           0.\n",
      "  249.29       249.05719778   3.          93.5          0.        ]]\n",
      "[[  0.           0.           0.         657.           1.\n",
      "  398.06849074   9.           3.          28.           0.\n",
      "  398.4        398.06849074   6.         150.          -0.7       ]]\n",
      "[[  1.           1.           0.         616.           1.\n",
      "  356.08824374   5.           1.          25.           0.\n",
      "  356.4        356.08824374   4.          73.6          3.4       ]]\n",
      "[[  0.           0.           0.         420.           1.\n",
      "  310.07357612   8.           2.          21.           0.\n",
      "  310.33       310.07357612   5.         125.           1.6       ]]\n",
      "[[1 1 0 400 2 319.11682066 6 4 23 0 319.31 319.11682066 3 119 None]]\n",
      "[[0 0 0 498 2 413.16205678 8 4 28 0 413.5 413.16205678 9 148 None]]\n",
      "[[1 1 0 765 2 532.23332758 9 6 38 0 532.6 532.23332758 10 172 None]]\n",
      "[[1 0 0 500 2 499.16984475 7 2 33 0 499.6 499.16984475 10 134 None]]\n",
      "[[0 0 0 2940 7 1427.9385741 23 6 92 0 1429.2 1427.9385741 10 551 None]]\n",
      "[[  1.           0.           0.         122.           1.\n",
      "  167.09462866   3.           3.          12.           0.\n",
      "  167.2        167.09462866   3.          52.5         -0.6       ]]\n",
      "[[  0.         0.         0.       940.         1.       613.260187\n",
      "   10.         2.        42.         0.       614.2      613.260187\n",
      "    9.       111.         5.7     ]]\n",
      "[[  0.          0.          0.        792.          1.        547.1598019\n",
      "    9.          3.         38.          0.        548.        547.1598019\n",
      "    9.        101.          4.4      ]]\n",
      "[[  0.           0.           0.         538.           1.\n",
      "  399.14053348   4.           1.          29.           0.\n",
      "  399.5        399.14053348   5.          83.1          5.6       ]]\n",
      "[[  1.        0.        0.      772.        1.      504.01061   8.\n",
      "    3.       28.        0.      504.23    504.01061   5.      106.\n",
      "    0.9    ]]\n",
      "[[  1.           0.           0.         828.           1.\n",
      "  524.18687454   7.           1.          37.           0.\n",
      "  524.6        524.18687454  11.         108.           4.7       ]]\n",
      "[[  0.           0.           0.         884.           1.\n",
      "  504.21951208   5.           2.          36.           0.\n",
      "  504.6        504.21951208   5.         104.           4.5       ]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 5.03000000e+02\n",
      "  1.00000000e+00 3.42136176e+02 6.00000000e+00 3.00000000e+00\n",
      "  2.30000000e+01 0.00000000e+00 3.42420000e+02 3.42136176e+02\n",
      "  9.00000000e+00 1.45000000e+02 4.00000000e-01]]\n",
      "[[  0.          0.          0.        719.          1.        461.0612331\n",
      "    6.          3.         31.          0.        461.9       461.0612331\n",
      "    6.        113.          3.6      ]]\n",
      "[[  0.           0.           0.         527.           1.\n",
      "  332.09833432   3.           1.          24.           0.\n",
      "  332.4        332.09833432   2.          81.1          5.5       ]]\n",
      "[[  0.           0.           0.         483.           1.\n",
      "  346.11782372   8.           4.          26.           0.\n",
      "  346.3        346.11782372   2.         144.           1.7       ]]\n",
      "[[  0.           0.           0.         783.           1.\n",
      "  509.25729457   9.           3.          36.           0.\n",
      "  509.7        509.25729457   8.         111.           4.2       ]]\n",
      "[[  0.           0.           0.         787.           1.\n",
      "  524.25696022   9.           3.          37.           0.\n",
      "  524.7        524.25696022  11.         117.           4.8       ]]\n",
      "[[  0.           0.           0.         772.           1.\n",
      "  510.24131016   9.           3.          36.           0.\n",
      "  510.7        510.24131016   9.         117.           3.7       ]]\n",
      "[[  0.           0.           0.         780.           1.\n",
      "  510.24131016   9.           3.          36.           0.\n",
      "  510.7        510.24131016   9.         117.           3.7       ]]\n",
      "[[  1.           0.           0.         710.           1.\n",
      "  364.18992603   5.           1.          27.           0.\n",
      "  364.4        364.18992603   4.          57.2          1.9       ]]\n",
      "[[  0.           0.           0.         361.           1.\n",
      "  279.04777591   4.           3.          19.           0.\n",
      "  279.29       279.04777591   3.         126.           1.7       ]]\n",
      "[[  1.          0.          0.        475.          1.        351.0695923\n",
      "    4.          1.         23.          0.        351.8       351.0695923\n",
      "    7.         71.6         3.6      ]]\n",
      "[[  0.          0.          0.        396.          1.        344.1080263\n",
      "    1.          0.         25.          0.        344.8       344.1080263\n",
      "    4.         17.8         5.6      ]]\n",
      "[[  0.           0.           0.         963.           1.\n",
      "  573.21850902   6.           4.          41.           0.\n",
      "  573.7        573.21850902   8.         132.           7.8       ]]\n",
      "[[  0.           0.           0.         424.           1.\n",
      "  318.11167571   5.           3.          24.           0.\n",
      "  318.3        318.11167571   3.          97.           3.2       ]]\n",
      "[[  0.           0.           0.         229.           1.\n",
      "  198.11569846   2.           1.          15.           0.\n",
      "  198.26       198.11569846   0.          38.9          2.7       ]]\n",
      "[[  2.          0.          0.        702.          1.        389.1375561\n",
      "    4.          1.         29.          0.        389.4       389.1375561\n",
      "    1.         74.9         2.3      ]]\n",
      "[[  0.          0.          0.        974.          1.        547.0881165\n",
      "    8.          2.         38.          0.        548.        547.0881165\n",
      "    7.        145.          5.       ]]\n",
      "[[  2.          0.          0.        836.          1.        512.1990467\n",
      "    5.          0.         36.          0.        513.        512.1990467\n",
      "    5.         65.9         3.7      ]]\n",
      "[[  3.           0.           0.         714.           1.\n",
      "  405.17606687   6.           4.          29.           0.\n",
      "  405.4        405.17606687   6.         171.          -3.        ]]\n",
      "[[  0.           0.           0.         546.           1.\n",
      "  351.18344367   3.           2.          26.           0.\n",
      "  351.4        351.18344367   3.          66.4          5.4       ]]\n",
      "[[  0.           1.           0.         463.           1.\n",
      "  371.22491456   2.           0.          28.           0.\n",
      "  371.5        371.22491456   8.          12.5          7.1       ]]\n",
      "[[1 0 0 539 2 444.1485709 7 3 29 0 445 444.1485709 11 108 None]]\n",
      "[[  0.           0.           0.         783.           1.\n",
      "  562.32675386   8.           1.          41.           0.\n",
      "  562.7        562.32675386  10.          92.3          4.6       ]]\n",
      "[[6.00000000e+00 3.00000000e+00 0.00000000e+00 1.21000000e+03\n",
      "  1.00000000e+00 5.85305015e+02 9.00000000e+00 4.00000000e+00\n",
      "  4.20000000e+01 0.00000000e+00 5.85700000e+02 5.85305015e+02\n",
      "  7.00000000e+00 1.66000000e+02 2.60000000e+00]]\n",
      "[[  0.           0.           0.         471.           1.\n",
      "  276.07864425   3.           0.          21.           0.\n",
      "  276.3        276.07864425   0.          47.3          3.7       ]]\n",
      "[[  0.           0.           0.         509.           1.\n",
      "  294.12559444   3.           0.          22.           0.\n",
      "  294.3        294.12559444   0.          47.3          4.3       ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 1.04000000e+03\n",
      "  1.00000000e+00 6.46279135e+02 8.00000000e+00 2.00000000e+00\n",
      "  4.80000000e+01 0.00000000e+00 6.46700000e+02 6.46279135e+02\n",
      "  1.10000000e+01 1.11000000e+02 6.10000000e+00]]\n",
      "[[  2.           0.           0.         428.           1.\n",
      "  304.05830272   7.           5.          22.           0.\n",
      "  304.25       304.05830272   1.         127.           1.5       ]]\n",
      "[[  0.          0.          0.        547.          1.        351.1293001\n",
      "    4.          0.         25.          0.        351.5       351.1293001\n",
      "    5.         64.5         4.9      ]]\n",
      "[[  4.           0.           0.         908.           1.\n",
      "  497.16542808   9.           1.          33.           0.\n",
      "  497.6        497.16542808  10.         159.           2.3       ]]\n",
      "[[ 1.0000000e+00  0.0000000e+00  0.0000000e+00  3.1600000e+02\n",
      "   1.0000000e+00  2.0005972e+02  4.0000000e+00  1.0000000e+00\n",
      "   1.4000000e+01  0.0000000e+00  2.0017000e+02  2.0005972e+02\n",
      "   1.0000000e+00  5.8600000e+01 -3.0000000e-01]]\n",
      "[[0 2 0 504 2 417.20121899 7 5 30 0 417.5 417.20121899 10 162 None]]\n",
      "[[2.30000000e+01 0.00000000e+00 0.00000000e+00 3.92000000e+03\n",
      "  1.00000000e+00 1.87755658e+03 3.40000000e+01 2.40000000e+01\n",
      "  1.32000000e+02 0.00000000e+00 1.87970000e+03 1.87755658e+03\n",
      "  2.00000000e+01 6.62000000e+02 5.00000000e-01]]\n",
      "[[6.00000000e+00 0.00000000e+00 0.00000000e+00 1.24000000e+03\n",
      "  1.00000000e+00 6.79405732e+02 8.00000000e+00 4.00000000e+00\n",
      "  4.90000000e+01 0.00000000e+00 6.79800000e+02 6.79405732e+02\n",
      "  1.40000000e+01 1.80000000e+02 4.20000000e+00]]\n",
      "[[  0.          0.          0.        548.          1.        409.0941671\n",
      "    7.          2.         29.          0.        409.8       409.0941671\n",
      "    6.        102.          3.1      ]]\n",
      "[[  3.           0.           0.         381.           1.\n",
      "  242.09027156   5.           3.          17.           0.\n",
      "  242.23       242.09027156   2.          99.1         -1.2       ]]\n",
      "[[1.30000000e+01 0.00000000e+00 0.00000000e+00 1.44000000e+03\n",
      "  1.00000000e+00 8.11473143e+02 1.30000000e+01 1.00000000e+00\n",
      "  5.80000000e+01 0.00000000e+00 8.12000000e+02 8.11473143e+02\n",
      "  1.10000000e+01 1.72000000e+02 4.20000000e+00]]\n",
      "[[  0.           0.           0.         831.           1.\n",
      "  514.23687622   4.           1.          39.           0.\n",
      "  514.6        514.23687622   7.          72.9          6.9       ]]\n",
      "[[2 0 0 1020 2 753.2289441 14 4 53 0 754.2 753.2289441 13 198 None]]\n",
      "[[3 0 0 644 2 512.1206421 8 3 33 0 513.1 512.1206421 11 150 None]]\n",
      "[[  0.           0.           0.         315.           1.\n",
      "  194.05522346   5.           1.          14.           0.\n",
      "  194.15       194.05522346   1.         106.          -1.1       ]]\n",
      "[[  0.           0.           0.         159.           1.\n",
      "  172.13375382   2.           1.          12.           0.\n",
      "  172.24       172.13375382   0.          24.5          0.9       ]]\n",
      "[[1.50000000e+01 4.00000000e+00 0.00000000e+00 2.01000000e+03\n",
      "  1.00000000e+00 1.02960249e+03 1.60000000e+01 4.00000000e+00\n",
      "  7.30000000e+01 0.00000000e+00 1.03030000e+03 1.02960249e+03\n",
      "  1.10000000e+01 2.42000000e+02 5.60000000e+00]]\n",
      "[[1.00000000e+01 0.00000000e+00 0.00000000e+00 1.09000000e+03\n",
      "  1.00000000e+00 6.56156362e+02 1.40000000e+01 3.00000000e+00\n",
      "  4.60000000e+01 0.00000000e+00 6.56700000e+02 6.56156362e+02\n",
      "  6.00000000e+00 1.89000000e+02 1.20000000e+00]]\n",
      "[[1 1 0 817 2 635.18398779 18 3 43 0 635.5 635.18398779 19 260 None]]\n",
      "[[  0.          0.          0.        599.          1.        337.0190982\n",
      "    7.          2.         22.          0.        337.4       337.0190982\n",
      "    2.        136.          1.1      ]]\n",
      "[[  2.           0.           0.         352.           1.\n",
      "  358.21440945   4.           0.          26.           0.\n",
      "  358.5        358.21440945   9.          36.9          5.6       ]]\n",
      "[[1 0 0 544 2 423.167332 8 2 29 0 423.9 423.167332 4 103 None]]\n",
      "[[0 1 0 428 2 327.1753775 1 1 23 0 327.9 327.1753775 5 3.2 None]]\n",
      "[[  0.           1.           0.         426.           1.\n",
      "  270.06161203   6.           2.          19.           0.\n",
      "  270.21       270.06161203   2.          73.1          3.3       ]]\n",
      "[[0 0 0 250 2 319.1702922 2 1 22 0 319.9 319.1702922 8 12.5 None]]\n",
      "[[  6.           0.           0.         508.           1.\n",
      "  288.20893014   2.           1.          21.           0.\n",
      "  288.4        288.20893014   0.          37.3          3.3       ]]\n",
      "[[  6.           0.           0.         732.           1.\n",
      "  412.29774515   3.           0.          30.           0.\n",
      "  412.6        412.29774515   5.          43.4          6.4       ]]\n",
      "[[  6.           0.           0.         621.           1.\n",
      "  344.23514489   3.           0.          25.           0.\n",
      "  344.5        344.23514489   3.          43.4          4.4       ]]\n",
      "[[  2.           0.           0.         425.           1.\n",
      "  317.19909373   4.           0.          23.           0.\n",
      "  317.4        317.19909373   4.          38.8          2.9       ]]\n",
      "[[5 0 0 971 2 480.1299435 9 7 33 0 480.9 480.1299435 2 182 None]]\n",
      "[[  1.           0.           0.         488.           1.\n",
      "  339.14705816   5.           0.          25.           0.\n",
      "  339.4        339.14705816   2.          40.2          3.1       ]]\n",
      "[[  1.           0.           0.         407.           1.\n",
      "  343.17835829   5.           1.          25.           0.\n",
      "  343.4        343.17835829   6.          49.           3.2       ]]\n",
      "[[  5.           0.           0.         301.           1.\n",
      "  248.10083624   6.           5.          17.           0.\n",
      "  248.23       248.10083624   2.         123.          -2.4       ]]\n",
      "[[  2.           0.           0.         979.           1.\n",
      "  622.30428708   8.           0.          46.           0.\n",
      "  622.7        622.30428708   4.          61.9          6.4       ]]\n",
      "[[1.00000000e+00 0.00000000e+00 0.00000000e+00 4.49000000e+02\n",
      "  1.00000000e+00 2.58064057e+02 4.00000000e+00 1.00000000e+00\n",
      "  1.90000000e+01 0.00000000e+00 2.58230000e+02 2.58064057e+02\n",
      "  1.00000000e+00 8.36000000e+01 3.00000000e-01]]\n",
      "[[8.00000000e+00 1.00000000e+00 0.00000000e+00 1.27000000e+03\n",
      "  1.00000000e+00 6.50330227e+02 1.20000000e+01 2.00000000e+00\n",
      "  4.60000000e+01 0.00000000e+00 6.50800000e+02 6.50330227e+02\n",
      "  1.70000000e+01 1.72000000e+02 3.60000000e+00]]\n",
      "[[  0.           0.           0.         267.           1.\n",
      "  180.06472551   3.           1.          13.           0.\n",
      "  180.16       180.06472551   0.          67.2         -0.8       ]]\n",
      "[[0 0 0 273 3 420.1981993 8 4 30 0 420.43 420.1981993 1 191 None]]\n",
      "[[  0.           0.           0.         212.           1.\n",
      "  201.03606841   3.           1.          14.           0.\n",
      "  201.25       201.03606841   1.          69.8          2.5       ]]\n",
      "[[ 2.00000000e+00  0.00000000e+00  0.00000000e+00  4.43000000e+02\n",
      "   1.00000000e+00  3.55004799e+02  5.00000000e+00  3.00000000e+00\n",
      "   2.10000000e+01  0.00000000e+00  3.56200000e+02  3.55004799e+02\n",
      "   6.00000000e+00  1.12000000e+02 -3.00000000e-01]]\n",
      "[[  0.           0.           0.         364.           1.\n",
      "  311.08408124   6.           2.          22.           0.\n",
      "  311.4        311.08408124   5.         108.           2.5       ]]\n",
      "[[  0.           0.           0.         194.           1.\n",
      "  189.04895557   4.           0.          11.           0.\n",
      "  189.22       189.04895557   3.          41.1          0.5       ]]\n",
      "[[0 0 0 261 2 299.0302261 2 1 18 0 300.2 299.0302261 2 31.5 None]]\n",
      "[[4.00000000e+00 0.00000000e+00 0.00000000e+00 1.24000000e+03\n",
      "  1.00000000e+00 5.85279863e+02 1.10000000e+01 7.00000000e+00\n",
      "  4.20000000e+01 0.00000000e+00 5.85600000e+02 5.85279863e+02\n",
      "  7.00000000e+00 2.06000000e+02 1.10000000e+00]]\n",
      "[[  1.         0.         0.       379.         1.       385.981417\n",
      "    3.         0.        23.         0.       387.7      385.981417\n",
      "    6.        55.3        5.3     ]]\n",
      "[[ 0.00000000e+00  0.00000000e+00  0.00000000e+00  2.25000000e+02\n",
      "   1.00000000e+00  1.67026566e+02  2.00000000e+00  3.00000000e+00\n",
      "   1.10000000e+01  0.00000000e+00  1.67190000e+02  1.67026566e+02\n",
      "   0.00000000e+00  1.11000000e+02 -1.00000000e-01]]\n",
      "[[ 1.00000000e+00  0.00000000e+00  0.00000000e+00  1.48000000e+02\n",
      "   1.00000000e+00  1.63030314e+02  4.00000000e+00  3.00000000e+00\n",
      "   1.00000000e+01  0.00000000e+00  1.63200000e+02  1.63030314e+02\n",
      "   3.00000000e+00  6.74000000e+01 -1.00000000e-01]]\n",
      "[[4 0 0 564 2 471.01736 7 1 27 0 472.4 471.01736 5 116 None]]\n",
      "[[  0.           0.           0.         183.           1.\n",
      "  167.98811516   4.           1.          11.           0.\n",
      "  168.17       167.98811516   0.          71.8          1.9       ]]\n",
      "[[  1.          0.          0.        785.          1.        488.1170667\n",
      "    3.          1.         34.          0.        489.4       488.1170667\n",
      "    4.         64.2         4.1      ]]\n",
      "[[  0.           0.           0.         671.           1.\n",
      "  439.10314249   7.           1.          32.           0.\n",
      "  439.4        439.10314249   6.          68.5          5.8       ]]\n",
      "[[  2.           0.           0.         666.           1.\n",
      "  369.14772687   2.           2.          28.           0.\n",
      "  369.4        369.14772687   2.          66.9          2.9       ]]\n",
      "[[  0.          0.          0.        631.          1.        454.1043974\n",
      "    7.          2.         32.          0.        454.9       454.1043974\n",
      "    6.        108.          4.       ]]\n",
      "[[0 0 0 300 2 288.9955719 4 3 17 0 290.17 288.9955719 2 90.4 None]]\n",
      "[[ 14.           0.           0.         609.           1.\n",
      "  467.25912779  14.          10.          32.           0.\n",
      "  467.5        467.25912779   6.         268.          -6.2       ]]\n",
      "[[  2.           0.           0.         488.           1.\n",
      "  312.16985929   5.           1.          23.           0.\n",
      "  312.37       312.16985929   3.          88.9          1.5       ]]\n",
      "[[  0.           0.           0.         372.           1.\n",
      "  273.06372246   5.           2.          20.           0.\n",
      "  273.24       273.06372246   2.         103.           3.3       ]]\n",
      "[[  0.           0.           0.         386.           1.\n",
      "  307.10308535   2.           0.          22.           0.\n",
      "  307.4        307.10308535   3.          44.6          5.5       ]]\n",
      "[[3 0 0 474 2 475.25700253 8 5 34 0 475.6 475.25700253 10 139 None]]\n",
      "[[  1.          0.          0.        674.          1.        448.1553704\n",
      "    3.          2.         32.          0.        448.9       448.1553704\n",
      "    3.         69.6         4.8      ]]\n",
      "[[1 0 0 867 2 457.1404486 7 3 32 0 457.9 457.1404486 3 103 None]]\n",
      "[[  0.          0.          0.        518.          1.        348.1256117\n",
      "    5.          3.         24.          0.        348.4       348.1256117\n",
      "    5.        109.          2.7      ]]\n",
      "[[  2.           0.           0.         889.           1.\n",
      "  600.16706076  13.           0.          41.           0.\n",
      "  600.5        600.16706076   7.          59.1          7.        ]]\n",
      "[[  0.          1.          0.        483.          1.        405.1859422\n",
      "    2.          0.         29.          0.        406.        405.1859422\n",
      "    9.         12.5         7.2      ]]\n",
      "[[0.0000000e+00 0.0000000e+00 0.0000000e+00 1.1100000e+03 1.0000000e+00\n",
      "  6.0721951e+02 8.0000000e+00 0.0000000e+00 4.5000000e+01 0.0000000e+00\n",
      "  6.0760000e+02 6.0721951e+02 4.0000000e+00 6.9600000e+01 6.0000000e+00]]\n",
      "[[  0.           0.           0.         729.           1.\n",
      "  432.11979561   7.           1.          32.           0.\n",
      "  432.4        432.11979561   2.          72.1          4.4       ]]\n",
      "[[  3.           0.           0.         555.           1.\n",
      "  406.21038669   6.           4.          29.           0.\n",
      "  406.5        406.21038669  10.         125.           2.3       ]]\n",
      "[[  0.           0.           0.         650.           1.\n",
      "  464.21067873   8.           3.          33.           0.\n",
      "  464.6        464.21067873   7.         127.           3.4       ]]\n",
      "[[0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0900000e+03 1.0000000e+00\n",
      "  6.1507788e+02 6.0000000e+00 2.0000000e+00 3.7000000e+01 0.0000000e+00\n",
      "  6.1540000e+02 6.1507788e+02 5.0000000e+00 1.0200000e+02 3.4000000e+00]]\n",
      "[[  0.           0.           0.         139.           1.\n",
      "  157.11027873   3.           2.          11.           0.\n",
      "  157.21       157.11027873   2.          63.3         -2.        ]]\n",
      "[[  0.           1.           0.         464.           1.\n",
      "  327.11067265   5.           2.          24.           0.\n",
      "  327.3        327.11067265   6.          84.9          3.2       ]]\n",
      "[[  2.           0.           0.         116.           1.\n",
      "  133.08914936   1.           1.          10.           0.\n",
      "  133.19       133.08914936   1.          26.           1.5       ]]\n",
      "[[  5.           2.           0.         693.           1.\n",
      "  500.23857333   9.           3.          35.           0.\n",
      "  500.5        500.23857333  13.          96.2          4.1       ]]\n",
      "[[0 0 0 611 2 407.1279658 4 1 27 0 408.3 407.1279658 5 42.4 None]]\n",
      "[[  0.           4.           0.         567.           1.\n",
      "  300.20893014   2.           1.          22.           0.\n",
      "  300.4        300.20893014   5.          37.3          6.3       ]]\n",
      "[[  8.           0.           0.         925.           1.\n",
      "  434.21046688   7.           2.          31.           0.\n",
      "  434.5        434.21046688   2.          93.1          2.5       ]]\n",
      "[[  1.         0.         0.       571.         1.       378.902181\n",
      "    7.         3.        20.         0.       380.7      378.902181\n",
      "    2.       135.         0.6     ]]\n",
      "[[  1.           2.           0.         447.           1.\n",
      "  302.16304258   4.           2.          22.           0.\n",
      "  302.37       302.16304258   6.          69.6          2.7       ]]\n",
      "[[  4.           0.           0.         507.           1.\n",
      "  320.12330302   8.           4.          23.           0.\n",
      "  320.3        320.12330302   2.         142.          -1.6       ]]\n",
      "[[  4.           0.           0.         663.           1.\n",
      "  400.08963391  11.           5.          27.           0.\n",
      "  400.28       400.08963391   4.         189.          -3.3       ]]\n",
      "[[0 0 0 510 3 479.1176589 7 2 30 0 480.4 479.1176589 4 35 None]]\n",
      "[[  3.           0.           0.         464.           1.\n",
      "  296.06200595   8.           3.          20.           0.\n",
      "  296.2        296.06200595   2.          99.1         -0.5       ]]\n",
      "[[  8.           0.           0.         692.           1.\n",
      "  329.19909373   4.           2.          24.           0.\n",
      "  329.4        329.19909373   0.          76.8          2.9       ]]\n",
      "[[  0.           0.           0.         457.           1.\n",
      "  369.18008962   8.           3.          27.           0.\n",
      "  369.4        369.18008962   6.         118.           2.5       ]]\n",
      "[[  0.           0.           0.         374.           1.\n",
      "  228.07864425   3.           0.          17.           0.\n",
      "  228.24       228.07864425   0.          39.4          3.        ]]\n",
      "[[6.0000000e+00 0.0000000e+00 0.0000000e+00 1.1000000e+03 1.0000000e+00\n",
      "  4.5027701e+02 4.0000000e+00 2.0000000e+00 3.3000000e+01 0.0000000e+00\n",
      "  4.5060000e+02 4.5027701e+02 1.0000000e+00 7.4600000e+01 5.9000000e+00]]\n",
      "[[9.00000000e+00 0.00000000e+00 0.00000000e+00 8.19000000e+02\n",
      "  1.00000000e+00 3.60157288e+02 6.00000000e+00 1.00000000e+00\n",
      "  2.60000000e+01 0.00000000e+00 3.60400000e+02 3.60157288e+02\n",
      "  1.00000000e+00 8.41000000e+01 2.00000000e-01]]\n",
      "[[  2.           0.           0.         681.           1.\n",
      "  441.16099415   6.           2.          31.           0.\n",
      "  441.5        441.16099415   5.         110.           5.1       ]]\n",
      "[[  2.           0.           0.         400.           1.\n",
      "  284.15247789   3.           1.          21.           0.\n",
      "  284.35       284.15247789   3.          45.3          3.8       ]]\n",
      "[[2 0 0 553 2 427.1914215 4 1 30 0 428 427.1914215 5 46.5 None]]\n",
      "[[  2.           0.           0.         328.           1.\n",
      "  213.07495585   4.           2.          15.           0.\n",
      "  213.19       213.07495585   2.          97.4         -1.7       ]]\n",
      "[[3.00000000e+00 0.00000000e+00 0.00000000e+00 1.06000000e+03\n",
      "  1.00000000e+00 7.21282172e+02 9.00000000e+00 4.00000000e+00\n",
      "  5.20000000e+01 0.00000000e+00 7.21900000e+02 7.21282172e+02\n",
      "  1.60000000e+01 1.68000000e+02 6.30000000e+00]]\n",
      "[[  0.           0.           0.         478.           1.\n",
      "  335.16337693   3.           2.          25.           0.\n",
      "  335.4        335.16337693   3.          57.5          2.3       ]]\n",
      "[[  0.           0.           0.         768.           1.\n",
      "  438.17549897   5.           1.          32.           0.\n",
      "  438.5        438.17549897   4.          62.4          5.1       ]]\n",
      "[[  0.           1.           0.         460.           1.\n",
      "  294.10044232   4.           3.          22.           0.\n",
      "  294.3        294.10044232   4.          93.4          2.4       ]]\n",
      "[[  0.           2.           0.         610.           1.\n",
      "  380.08778689   8.           4.          26.           0.\n",
      "  380.5        380.08778689   5.         202.           2.        ]]\n",
      "[[  1.           0.           0.         401.           1.\n",
      "  324.17975527   6.           3.          23.           0.\n",
      "  324.38       324.17975527   8.         131.           2.4       ]]\n",
      "[[  0.           0.           0.         660.           1.\n",
      "  509.37297578   7.           1.          37.           0.\n",
      "  509.7        509.37297578  10.          62.8          6.3       ]]\n",
      "[[  0.           0.           0.         803.           1.\n",
      "  529.34167565   5.           1.          39.           0.\n",
      "  529.7        529.34167565   6.          59.1          5.1       ]]\n",
      "[[  0.        0.        0.      338.        1.      337.07897   3.\n",
      "    0.       20.        0.      338.24    337.07897   2.       36.4\n",
      "    2.1    ]]\n",
      "[[  3.           0.           0.         367.           1.\n",
      "  308.17360726   5.           4.          22.           0.\n",
      "  308.37       308.17360726   8.         113.          -1.        ]]\n",
      "[[0.00000000e+00 9.00000000e+00 0.00000000e+00 1.84000000e+03\n",
      "  1.00000000e+00 8.62683911e+02 4.00000000e+00 0.00000000e+00\n",
      "  6.30000000e+01 0.00000000e+00 8.63300000e+02 8.62683911e+02\n",
      "  3.10000000e+01 5.26000000e+01 1.94000000e+01]]\n",
      "[[  4.           0.           0.         371.           1.\n",
      "  244.06953611   6.           4.          17.           0.\n",
      "  244.2        244.06953611   2.         119.          -2.        ]]\n",
      "[[ 4.0000000e+00  0.0000000e+00  0.0000000e+00  6.6000000e+02\n",
      "   1.0000000e+00  3.7010123e+02  9.0000000e+00  1.0000000e+00\n",
      "   2.6000000e+01  0.0000000e+00  3.7031000e+02  3.7010123e+02\n",
      "   8.0000000e+00  1.3800000e+02 -5.0000000e-01]]\n",
      "[[ 10.           0.           0.         605.           1.\n",
      "  392.29265977   4.           3.          28.           0.\n",
      "  392.6        392.29265977   4.          77.8          4.9       ]]\n",
      "[[ 10.           0.           0.         874.           1.\n",
      "  456.36034541   3.           2.          33.           0.\n",
      "  456.7        456.36034541   1.          57.5          7.3       ]]\n",
      "[[0 0 0 700 2 497.2002113 5 0 33 0 497.7 497.2002113 6 97.9 None]]\n",
      "[[  0.           0.           0.         578.           1.\n",
      "  368.09431157   6.           2.          26.           0.\n",
      "  368.4        368.09431157   4.         123.           2.1       ]]\n",
      "[[  4.          0.          0.        831.          1.        555.1188576\n",
      "   10.          4.         38.          0.        556.4       555.1188576\n",
      "    8.        164.          2.4      ]]\n",
      "[[  0.          0.          0.        614.          1.        479.0949516\n",
      "    7.          2.         31.          0.        480.4       479.0949516\n",
      "    7.        122.          4.6      ]]\n",
      "[[  0.           0.           0.         346.           1.\n",
      "  305.12273512   4.           1.          22.           0.\n",
      "  305.32       305.12273512   6.          38.3          4.2       ]]\n",
      "[[  0.          0.          0.        603.          1.        404.0896383\n",
      "    7.          2.         29.          0.        404.3       404.0896383\n",
      "    4.        102.          2.5      ]]\n",
      "[[  0.          0.          0.        762.          1.        434.9811448\n",
      "    5.          0.         28.          0.        436.3       434.9811448\n",
      "    3.         70.3         5.1      ]]\n",
      "[[  4.          0.          0.        818.          1.        508.2088625\n",
      "    7.          3.         35.          0.        509.        508.2088625\n",
      "    8.        140.          2.3      ]]\n",
      "[[  0.           0.           0.         433.           1.\n",
      "  282.08920893   4.           1.          21.           0.\n",
      "  282.29       282.08920893   2.          63.6          3.2       ]]\n",
      "[[  1.           0.           0.         483.           1.\n",
      "  324.15460315   7.           3.          23.           0.\n",
      "  324.34       324.15460315   8.         147.          -0.9       ]]\n",
      "[[0 0 0 98.3 2 166.096974 2 0 11 0 166.19 166.096974 5 40.1 None]]\n",
      "[[1.10000000e+01 1.00000000e+00 0.00000000e+00 2.41000000e+03\n",
      "  1.00000000e+00 1.21384137e+03 1.20000000e+01 4.00000000e+00\n",
      "  8.60000000e+01 0.00000000e+00 1.21460000e+03 1.21384137e+03\n",
      "  1.50000000e+01 2.76000000e+02 7.70000000e+00]]\n",
      "[[18 0 0 2960 2 1483.406877 26 20 102 0 1485.7 1483.406877 13 531 None]]\n",
      "[[  0.        0.        0.      539.        1.      474.10667   7.\n",
      "    1.       30.        0.      475.4     474.10667   6.       59.5\n",
      "    4.9    ]]\n",
      "[[4 1 0 647 2 513.2645865 5 3 36 0 514.1 513.2645865 11 70 None]]\n",
      "[[  0.           0.           0.         854.           1.\n",
      "  488.22057471   8.           1.          34.           0.\n",
      "  488.6        488.22057471   8.         118.           2.5       ]]\n",
      "[[2 0 0 254 2 247.0876252 3 2 17 0 247.72 247.0876252 0 37.8 None]]\n",
      "[[  0.           0.           0.         589.           1.\n",
      "  380.13722175   5.           2.          28.           0.\n",
      "  380.4        380.13722175   8.         112.           2.8       ]]\n",
      "[[  0.           0.           0.         892.           1.\n",
      "  539.25325456   7.           2.          40.           0.\n",
      "  539.6        539.25325456   8.         102.           4.3       ]]\n",
      "[[1 0 0 866 3 810.1367033 14 4 54 0 811.4 810.1367033 9 247 None]]\n",
      "[[0 0 0 407 3 418.05188 4 3 27 0 419.7 418.05188 4 50.7 None]]\n",
      "[[10 0 0 958 2 636.35017 6 0 41 0 637.7 636.35017 6 55.8 None]]\n",
      "[[  1.          0.          0.        482.          1.        361.1677936\n",
      "    4.          1.         27.          0.        361.4       361.1677936\n",
      "    6.         59.4         5.4      ]]\n",
      "[[  1.           0.           0.         348.           1.\n",
      "  244.13241115   3.           3.          18.           0.\n",
      "  244.29       244.13241115   2.          83.8          0.5       ]]\n",
      "[[  0.          0.          0.        790.          1.        489.0725466\n",
      "    7.          2.         33.          0.        489.9       489.0725466\n",
      "    7.        100.          5.       ]]\n",
      "[[1 0 0 279 2 313.1808568 3 2 21 0 313.9 313.1808568 5 32.7 None]]\n",
      "[[  1.           0.           0.         606.           1.\n",
      "  454.28315771   6.           0.          33.           0.\n",
      "  454.6        454.28315771  13.          64.           3.8       ]]\n",
      "[[2 1 0 892 2 649.30871858 13 2 46 0 649.7 649.30871858 8 136 None]]\n",
      "[[  4.           0.           0.         335.           1.\n",
      "  267.09675392   8.           4.          19.           0.\n",
      "  267.24       267.09675392   2.         140.          -1.1       ]]\n",
      "[[  0.           0.           0.         576.           1.\n",
      "  355.12198623   5.           2.          26.           0.\n",
      "  355.4        355.12198623   5.          75.6          3.4       ]]\n",
      "[[9.00000000e+00 0.00000000e+00 0.00000000e+00 1.70000000e+03\n",
      "  1.00000000e+00 8.10420379e+02 1.20000000e+01 3.00000000e+00\n",
      "  5.90000000e+01 0.00000000e+00 8.11000000e+02 8.10420379e+02\n",
      "  1.00000000e+01 1.54000000e+02 3.70000000e+00]]\n",
      "[[9 0 0 1830 2 922.36702374 16 5 65 0 923 922.36702374 10 254 None]]\n",
      "[[9 0 0 1650 2 851.37752885 14 7 60 0 852 851.37752885 7 248 None]]\n",
      "[[9.00000000e+00 0.00000000e+00 0.00000000e+00 1.72000000e+03\n",
      "  1.00000000e+00 8.16390971e+02 1.30000000e+01 2.00000000e+00\n",
      "  5.90000000e+01 0.00000000e+00 8.16900000e+02 8.16390971e+02\n",
      "  1.00000000e+01 1.34000000e+02 4.40000000e+00]]\n",
      "[[12 0 0 1820 3 1078.42704054 23 10 77 0 1079.1 1078.42704054 16 364 None]]\n",
      "[[  2.           0.           0.         617.           1.\n",
      "  350.19942809   3.           0.          26.           0.\n",
      "  350.5        350.19942809   4.          34.5          4.1       ]]\n",
      "[[  5.           0.           0.         830.           1.\n",
      "  567.31307812   6.           4.          40.           0.\n",
      "  567.8        567.31307812  10.         127.           5.7       ]]\n",
      "[[  0.          0.          0.        625.          1.        420.0102189\n",
      "    4.          1.         27.          0.        421.3       420.0102189\n",
      "    4.         84.5         3.8      ]]\n",
      "[[14 3 0 3220 3 1354.567399 21 9 93 0 1355.4 1354.567399 26 476 None]]\n",
      "[[  1.           0.           0.         996.           1.\n",
      "  618.40058751   9.           2.          45.           0.\n",
      "  618.8        618.40058751  10.         106.           4.6       ]]\n",
      "[[  7.           1.           0.         821.           1.\n",
      "  492.24243571   6.           1.          36.           0.\n",
      "  492.6        492.24243571   6.          77.5          5.3       ]]\n",
      "[[  2.           0.           0.         448.           1.\n",
      "  349.11504458   8.           1.          25.           0.\n",
      "  349.31       349.11504458   5.          76.7          1.5       ]]\n",
      "[[ 2.00000000e+00  0.00000000e+00  0.00000000e+00  6.62000000e+02\n",
      "   1.00000000e+00  4.01115775e+02  1.00000000e+01  2.00000000e+00\n",
      "   2.80000000e+01  0.00000000e+00  4.01400000e+02  4.01115775e+02\n",
      "   5.00000000e+00  1.36000000e+02 -3.00000000e-01]]\n",
      "[[  0.           0.           0.         546.           1.\n",
      "  422.26817635   5.           0.          31.           0.\n",
      "  422.6        422.26817635   7.          48.9          4.2       ]]\n",
      "[[  2.           0.           0.         938.           1.\n",
      "  556.23376274   6.           0.          41.           0.\n",
      "  556.6        556.23376274   6.          53.3          7.8       ]]\n",
      "[[  0.           0.           0.         744.           1.\n",
      "  494.25425762   7.           1.          37.           0.\n",
      "  494.6        494.25425762   5.          88.           3.        ]]\n",
      "[[  0.        0.        0.      408.        1.      454.93032   6.\n",
      "    2.       24.        0.      455.1     452.93237   4.       76.5\n",
      "    4.4    ]]\n",
      "[[  1.           0.           0.         680.           1.\n",
      "  426.19434271   4.           0.          32.           0.\n",
      "  426.5        426.19434271   4.          43.7          4.4       ]]\n",
      "[[  1.        1.        0.      462.        1.      355.03202   3.\n",
      "    1.       22.        0.      356.2     355.03202   4.       65.8\n",
      "    3.4    ]]\n",
      "[[  0.           0.           0.         877.           1.\n",
      "  569.23622235  10.           3.          41.           0.\n",
      "  569.6        569.23622235   8.         112.           3.1       ]]\n",
      "[[  2.           0.           0.         829.           1.\n",
      "  519.25940257   8.           2.          38.           0.\n",
      "  519.6        519.25940257   4.         116.           2.2       ]]\n",
      "[[  0.           0.           0.         753.           1.\n",
      "  495.22301706   9.           1.          36.           0.\n",
      "  495.5        495.22301706   6.         124.           1.9       ]]\n",
      "[[  0.           0.           0.         785.           1.\n",
      "  528.25973693   9.           1.          39.           0.\n",
      "  528.6        528.25973693   7.         111.           2.4       ]]\n",
      "[[  0.          0.          0.        638.          1.        464.1727518\n",
      "    7.          2.         33.          0.        464.9       464.1727518\n",
      "    7.         82.6         4.3      ]]\n",
      "[[  0.          0.          0.        694.          1.        494.1833165\n",
      "    8.          2.         35.          0.        495.        494.1833165\n",
      "    8.         91.8         4.2      ]]\n",
      "[[  0.          0.          0.        640.          1.        480.1499083\n",
      "    7.          2.         33.          0.        481.        480.1499083\n",
      "    7.         98.7         4.8      ]]\n",
      "[[1 0 0 508 2 330.08680324 4 0 24 0 330.3 330.08680324 4 66.4 None]]\n",
      "[[ 11.           0.           0.         999.           1.\n",
      "  470.26683894   6.           2.          34.           0.\n",
      "  470.6        470.26683894   3.          96.4          3.8       ]]\n",
      "[[  0.           0.           0.         508.           1.\n",
      "  379.16846231   3.           1.          29.           0.\n",
      "  379.5        379.16846231   5.          54.9          4.2       ]]\n",
      "[[  0.          0.          0.        887.          1.        540.1346522\n",
      "    9.          4.         37.          0.        541.        540.1346522\n",
      "    8.        157.          3.4      ]]\n",
      "[[  2.          0.          0.        652.          1.        490.1338596\n",
      "    7.          1.         33.          0.        491.4       490.1338596\n",
      "    6.         59.5         5.8      ]]\n",
      "[[  0.           0.           0.         993.           1.\n",
      "  599.18385485  10.           3.          43.           0.\n",
      "  599.7        599.18385485  10.         149.           5.1       ]]\n",
      "[[  0.           0.           0.         719.           1.\n",
      "  474.23793885   8.           2.          35.           0.\n",
      "  474.6        474.23793885   5.          94.1          3.5       ]]\n",
      "[[  2.           1.           0.         731.           1.\n",
      "  473.26381925   7.           4.          34.           0.\n",
      "  473.6        473.26381925  11.         146.           2.2       ]]\n",
      "[[0 0 0 302 2 280.1706265 1 2 19 0 280.83 280.1706265 3 24.4 None]]\n",
      "[[  1.           0.           0.         268.           1.\n",
      "  247.16846231   3.           2.          18.           0.\n",
      "  247.34       247.16846231   3.          68.           0.9       ]]\n",
      "[[1 0 0 367 2 316.1090889 3 4 22 0 316.78 316.1090889 3 83.8 None]]\n",
      "[[  1.          0.          0.        509.          1.        365.0221633\n",
      "    4.          2.         24.          0.        366.2       365.0221633\n",
      "    4.         75.6         3.1      ]]\n",
      "[[  0.           0.           0.         738.           1.\n",
      "  467.17058757   9.           2.          35.           0.\n",
      "  467.5        467.17058757   4.         132.           2.5       ]]\n",
      "[[  2.           0.           0.         756.           1.\n",
      "  463.17074794   5.           2.          34.           0.\n",
      "  463.5        463.17074794   5.          78.5          3.6       ]]\n",
      "[[  1.         0.         0.       710.         1.       493.224453\n",
      "    4.         3.        35.         0.       494.       493.224453\n",
      "   11.        99.8        3.8     ]]\n",
      "[[  5.           0.           0.         555.           1.\n",
      "  354.19434271   4.           2.          26.           0.\n",
      "  354.4        354.19434271   2.          65.6          2.9       ]]\n",
      "[[  0.           0.           0.         560.           1.\n",
      "  389.17394161   4.           3.          29.           0.\n",
      "  389.4        389.17394161   5.          81.7          3.7       ]]\n",
      "[[  0.          0.          0.        709.          1.        513.2376045\n",
      "    8.          2.         38.          0.        513.6       513.2376045\n",
      "   10.         97.8         4.2      ]]\n",
      "[[  0.           0.           0.         539.           1.\n",
      "  417.17247927  10.           0.          30.           0.\n",
      "  417.4        417.17247927   4.          81.4          2.3       ]]\n",
      "[[0.00000000e+00 0.00000000e+00 0.00000000e+00 1.01000000e+03\n",
      "  1.00000000e+00 5.75209007e+02 6.00000000e+00 2.00000000e+00\n",
      "  4.10000000e+01 0.00000000e+00 5.75700000e+02 5.75209007e+02\n",
      "  9.00000000e+00 1.24000000e+02 5.50000000e+00]]\n",
      "[[  2.           0.           0.         327.           1.\n",
      "  211.09569129   3.           2.          15.           0.\n",
      "  211.22       211.09569129   2.          88.2         -1.3       ]]\n",
      "[[1 1 0 814 2 544.23218477 7 3 40 0 544.6 544.23218477 5 124 None]]\n",
      "[[  1.           0.           0.         422.           1.\n",
      "  298.06636548   4.           1.          21.           0.\n",
      "  298.4        298.06636548   2.          79.7          3.5       ]]\n",
      "[[  5.         0.         0.       518.         1.       332.133199\n",
      "    8.         7.        23.         0.       332.31     332.133199\n",
      "    6.       201.        -3.2     ]]\n",
      "[[  0.          0.          0.        654.          1.        424.0953742\n",
      "   10.          1.         30.          0.        424.4       424.0953742\n",
      "    6.        141.          1.4      ]]\n",
      "[[  3.           0.           0.         484.           1.\n",
      "  267.09675392   6.           2.          19.           0.\n",
      "  267.24       267.09675392   3.          93.2          0.        ]]\n",
      "[[  1.           0.           0.         275.           1.\n",
      "  236.06194881   3.           2.          16.           0.\n",
      "  236.29       236.06194881   2.          94.8          1.6       ]]\n",
      "[[  2.           0.           0.         361.           1.\n",
      "  261.14772687   3.           3.          19.           0.\n",
      "  261.32       261.14772687   2.          64.6          0.5       ]]\n",
      "[[0 0 0 573 2 448.0891379 5 2 29 0 449.4 448.0891379 4 76.7 None]]\n",
      "[[0 0 0 327 2 290.00688935 9 6 17 0 290.11 290.00688935 4 154 None]]\n",
      "[[  1.           0.           0.         375.           1.\n",
      "  287.16337693   3.           2.          21.           0.\n",
      "  287.36       287.16337693   5.          57.4          2.2       ]]\n",
      "[[  0.          0.          0.        360.          1.        254.9966172\n",
      "    2.          1.         16.          0.        256.08      254.9966172\n",
      "    0.         44.7         1.6      ]]\n",
      "[[0.00000000e+00 9.00000000e+00 0.00000000e+00 1.12000000e+03\n",
      "  1.00000000e+00 5.36438202e+02 0.00000000e+00 0.00000000e+00\n",
      "  4.00000000e+01 0.00000000e+00 5.36900000e+02 5.36438202e+02\n",
      "  1.00000000e+01 0.00000000e+00 1.35000000e+01]]\n",
      "[[  5.           0.           0.         382.           1.\n",
      "  272.17763001   2.           2.          20.           0.\n",
      "  272.4        272.17763001   0.          40.5          4.        ]]\n",
      "[[  0.           0.           0.         445.           1.\n",
      "  242.09429431   3.           0.          18.           0.\n",
      "  242.27       242.09429431   0.          43.4          2.2       ]]\n",
      "[[  9.           0.           0.         634.           1.\n",
      "  414.38616623   1.           1.          30.           0.\n",
      "  414.7        414.38616623   6.          20.2          9.3       ]]\n",
      "[[  0.           0.           0.         631.           1.\n",
      "  406.24810961   5.           2.          30.           0.\n",
      "  406.5        406.24810961   4.          78.4          2.9       ]]\n",
      "[[  0.           0.           0.         744.           1.\n",
      "  463.20196788   5.           2.          34.           0.\n",
      "  463.5        463.20196788   8.          98.4          3.6       ]]\n",
      "[[  4.           0.           0.         404.           1.\n",
      "  281.16270822   4.           2.          20.           0.\n",
      "  281.35       281.16270822   3.          83.5          0.5       ]]\n",
      "[[  0.           0.           0.         120.           1.\n",
      "  125.01466426   4.           2.           7.           0.\n",
      "  125.15       125.01466426   2.          88.8         -4.1       ]]\n",
      "[[  2.          1.          0.        281.          1.        224.1412445\n",
      "    3.          0.         16.          0.        224.3       224.1412445\n",
      "    6.         43.4         1.9      ]]\n",
      "[[  6.           0.           0.         403.           1.\n",
      "  309.10598119   9.           7.          21.           0.\n",
      "  309.27       309.10598119   5.         177.          -3.5       ]]\n",
      "[[8.00000000e+00 0.00000000e+00 0.00000000e+00 1.34000000e+03\n",
      "  1.00000000e+00 6.61315186e+02 8.00000000e+00 5.00000000e+00\n",
      "  4.90000000e+01 0.00000000e+00 6.61800000e+02 6.61315186e+02\n",
      "  4.00000000e+00 1.22000000e+02 3.20000000e+00]]\n",
      "[[  0.          0.          0.        768.          1.        520.2586743\n",
      "    7.          1.         39.          0.        520.6       520.2586743\n",
      "    6.         77.3         6.5      ]]\n",
      "[[4 0 0 483 2 441.1518423 7 4 30 0 441.9 441.1518423 6 71 None]]\n"
     ]
    }
   ],
   "source": [
    "# flatten the dataframe saved for each drug into values in columns\n",
    "drug_name_list = []\n",
    "drug_vals = np.zeros((1784,15))\n",
    "counter = 0\n",
    "for key, value in drug_dict.items():\n",
    "    drug_name_list.append(key)\n",
    "    print(np.array(value))\n",
    "    drug_vals[counter] = np.array(value)\n",
    "    counter = counter + 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 170,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['(+)-Usniacin',\n",
       " '(+-)-7-(3,5,6-trimethyl-1,4-benzoquinon-2-yl)-7-phenylheptanoic acid',\n",
       " '(-)-Blebbistatin',\n",
       " '(-)-Gossypol',\n",
       " '(-)-Indolactam V',\n",
       " '1-alpha-Hydroxyergocalciferol',\n",
       " '10-Deacetylbaccatin',\n",
       " '10-hydroxycamptothecin',\n",
       " '10058-F4',\n",
       " '10074-G5',\n",
       " '16,16-dimethyl PGE2',\n",
       " '17 alpha-propionate',\n",
       " '17-Methyltestosterone',\n",
       " \"2',3'-Dideoxyinosine\",\n",
       " '2-Fluoroadenosine',\n",
       " '2-Iminobiotin',\n",
       " '2-Methoxyestradiol',\n",
       " '20-hydroxyecdysone',\n",
       " '3-Bromopyruvate',\n",
       " '3-Methyladenine',\n",
       " '3-indolebutyric acid',\n",
       " \"4',7-Dihydroxyisoflavanone\",\n",
       " '4-Demethylepipodophyllotoxin',\n",
       " '4-Hydroxyandrostenedione',\n",
       " '4-Quinazolinamine',\n",
       " '4-methylumbelliferone',\n",
       " '5,7-Dihydroxyflavone',\n",
       " '5-Azacitidine',\n",
       " '5-Hydroxytryptophan',\n",
       " '6-mercaptopurine',\n",
       " '7-Aminocephalosporanic acid',\n",
       " '7-Hydroxystaurosporine',\n",
       " '8-Cl-Ado',\n",
       " '842166X',\n",
       " 'A 438079',\n",
       " 'A 740003',\n",
       " 'A 804598',\n",
       " 'A 83-01',\n",
       " 'A 839977',\n",
       " 'A-443654',\n",
       " 'A-66',\n",
       " 'A-674563',\n",
       " 'A-769662',\n",
       " 'A-770041',\n",
       " 'A-803467',\n",
       " 'A-922500',\n",
       " 'A-966492',\n",
       " 'ABC-294640',\n",
       " 'ABT-199',\n",
       " 'ABT-702',\n",
       " 'ABT-737',\n",
       " 'AC-261066',\n",
       " 'AC-265347',\n",
       " 'AC-480',\n",
       " 'ACY-1215',\n",
       " 'ADL-5859',\n",
       " 'ADW-742',\n",
       " 'ADX-47273',\n",
       " 'AEE-788',\n",
       " 'AG-041R',\n",
       " 'AG-1024',\n",
       " 'AG-13958',\n",
       " 'AG-14361',\n",
       " 'AG-1478',\n",
       " 'AGI-5198',\n",
       " 'AGI-6780',\n",
       " 'AHPN',\n",
       " 'AIM-100',\n",
       " 'AKT inhibitor VIII',\n",
       " 'AM-630',\n",
       " 'AMG-1',\n",
       " 'AMG-208',\n",
       " 'AMG-25',\n",
       " 'AMG-458',\n",
       " 'AMG-47a',\n",
       " 'AMG-51',\n",
       " 'AMG-900',\n",
       " 'AMG-Tie2-1',\n",
       " 'AN2728',\n",
       " 'AP-768',\n",
       " 'APR-246',\n",
       " 'AR-00341677',\n",
       " 'AR-42',\n",
       " 'AR-C155858',\n",
       " 'AR7',\n",
       " 'ARN-509',\n",
       " 'ARRY-162',\n",
       " 'ARRY-380',\n",
       " 'ARRY-520',\n",
       " 'AS-1949490',\n",
       " 'AS-252424',\n",
       " 'AS-602801',\n",
       " 'AS-604850',\n",
       " 'AS-605240',\n",
       " 'ASP-3026',\n",
       " 'AST-1306',\n",
       " 'AT-13387AU',\n",
       " 'AT-406',\n",
       " 'AT-7867',\n",
       " 'AT-9283',\n",
       " 'AT7519',\n",
       " 'AV-412',\n",
       " 'AVN-944',\n",
       " 'AZ 10606120',\n",
       " 'AZ 11645373',\n",
       " 'AZ-23',\n",
       " 'AZ-3146',\n",
       " 'AZ-628',\n",
       " 'AZ-960',\n",
       " 'AZD-1152-HQPA',\n",
       " 'AZD-1480',\n",
       " 'AZD-2014',\n",
       " 'AZD-26',\n",
       " 'AZD-4547',\n",
       " 'AZD-5363',\n",
       " 'AZD-5438',\n",
       " 'AZD-6482',\n",
       " 'AZD-7545',\n",
       " 'AZD-7762',\n",
       " 'AZD-8055',\n",
       " 'AZD-8330',\n",
       " 'Abexinostat',\n",
       " 'Abiraterone',\n",
       " 'Acadesine',\n",
       " 'Acarbose',\n",
       " 'Acemetacin',\n",
       " 'Acetaminophen',\n",
       " 'Acetylcysteine',\n",
       " 'Aciclovir',\n",
       " 'Acipimox',\n",
       " 'Acitazanolast',\n",
       " 'Acitretin',\n",
       " 'Aclarubicin',\n",
       " 'Actinomycin D',\n",
       " 'Adapalene',\n",
       " 'Adefovir dipivoxil',\n",
       " 'Adenosine',\n",
       " 'Afatinib',\n",
       " 'Agomelatine',\n",
       " 'Ak-7',\n",
       " 'Akt-I-1',\n",
       " 'Akt-I-1,2',\n",
       " 'Alacepril',\n",
       " 'Albendazole Oxide',\n",
       " 'Albuterol',\n",
       " 'Alendronate',\n",
       " 'Alfuzosin hydrochloride',\n",
       " 'Alibendol',\n",
       " 'Alisertib',\n",
       " 'Aliskiren hemifumarate',\n",
       " 'Allopurinol',\n",
       " 'Almotriptan',\n",
       " 'Aloe-emodin',\n",
       " 'Aloxistatin',\n",
       " 'Alprostadil',\n",
       " 'Altretamine',\n",
       " 'Alvespimycin hydrochloride',\n",
       " 'Amantadine hydrochloride',\n",
       " 'Amastatin',\n",
       " 'Ambrisentan',\n",
       " 'Amiloride',\n",
       " 'Aminocaproic acid',\n",
       " 'Aminoglutethimide',\n",
       " 'Aminopterin',\n",
       " 'Amiodarone hydrochloride',\n",
       " 'Amisulpride',\n",
       " 'Amlexanox',\n",
       " 'Amonafide',\n",
       " 'Amorolfine hydrochloride',\n",
       " 'Amoxapine',\n",
       " 'Amoxicillin sodium',\n",
       " 'Amphotericin B',\n",
       " 'Amprenavir',\n",
       " 'Amuvatinib',\n",
       " 'Amygdalin',\n",
       " 'Anacetrapib',\n",
       " 'Anastrozole',\n",
       " 'Andarine',\n",
       " 'Andrographolide',\n",
       " 'Aniracetam',\n",
       " 'Ansamitocin P3',\n",
       " 'Antimycin A',\n",
       " 'Apatinib',\n",
       " 'Apigenin',\n",
       " 'Apilimod',\n",
       " 'Apixaban',\n",
       " 'Apratastat',\n",
       " 'Aprepitant',\n",
       " 'Arbidol',\n",
       " 'Arbutin',\n",
       " 'Arecoline',\n",
       " 'Argatroban',\n",
       " 'Aripiprazole',\n",
       " 'Artemether',\n",
       " 'Artemisinin',\n",
       " 'Artenimol',\n",
       " 'Artesunate',\n",
       " 'Asaraldehyde',\n",
       " 'Asenapine',\n",
       " 'Asiatic acid',\n",
       " 'Aspartame',\n",
       " 'Aspirin',\n",
       " 'Astragaloside A',\n",
       " 'Atazanavir sulfate',\n",
       " 'Atorvastatin calcium',\n",
       " 'Atropine',\n",
       " 'Auranofin',\n",
       " 'Aurora A Inhibitor I',\n",
       " 'Avagacestat',\n",
       " 'Avasimibe',\n",
       " 'Avobenzone',\n",
       " 'Axitinib',\n",
       " 'Azasetron',\n",
       " 'Azathioprine',\n",
       " 'Azelastine hydrochloride',\n",
       " 'Azithromycin',\n",
       " 'Azomycin',\n",
       " 'Aztreonam',\n",
       " 'BAF-312',\n",
       " 'BAG-956',\n",
       " 'BAM7',\n",
       " 'BAY-41-8543',\n",
       " 'BAY-60-7550',\n",
       " 'BAY-80-6946',\n",
       " 'BAY61-3606',\n",
       " 'BD-1047',\n",
       " 'BEZ-235',\n",
       " 'BGJ-398',\n",
       " 'BI-2536',\n",
       " 'BI-78D3',\n",
       " 'BI-D1870',\n",
       " 'BIBR 1532',\n",
       " 'BIO',\n",
       " 'BIX 02188',\n",
       " 'BIX 02189',\n",
       " 'BIX-01294',\n",
       " 'BKM-120',\n",
       " 'BMS-2',\n",
       " 'BMS-265246',\n",
       " 'BMS-299897',\n",
       " 'BMS-3',\n",
       " 'BMS-345541',\n",
       " 'BMS-378806',\n",
       " 'BMS-5',\n",
       " 'BMS-509744',\n",
       " 'BMS-536924',\n",
       " 'BMS-707035',\n",
       " 'BMS-754807',\n",
       " 'BMS-777607',\n",
       " 'BMS-794833',\n",
       " 'BMS-911543',\n",
       " 'BP-1-102',\n",
       " 'BRL-15572',\n",
       " 'BS-181',\n",
       " 'BS-194',\n",
       " 'BTZ-10526043',\n",
       " 'BX-795',\n",
       " 'BX-912',\n",
       " 'BYL-719',\n",
       " 'Bafetinib',\n",
       " 'Bafilomycin A1',\n",
       " 'Baicalein',\n",
       " 'Baicalin',\n",
       " 'Balofloxacin',\n",
       " 'Balsalazide',\n",
       " 'Banoxantrone',\n",
       " 'Bardoxolone methyl',\n",
       " 'Baricitinib',\n",
       " 'Batimastat',\n",
       " 'Bayer-18',\n",
       " 'Bazedoxifene',\n",
       " 'Belinostat',\n",
       " 'Benazepril',\n",
       " 'Bendamustine',\n",
       " 'Benserazide',\n",
       " 'Benzamil',\n",
       " 'Berberine',\n",
       " 'Bergenin',\n",
       " 'Betaine hydrochloride',\n",
       " 'Betamethasone',\n",
       " 'Betamethasone dipropionate',\n",
       " 'Betaxolol',\n",
       " 'Bethanechol chloride',\n",
       " 'Betulinic acid',\n",
       " 'Bexarotene',\n",
       " 'Biapenem',\n",
       " 'Bicalutamide',\n",
       " 'Bilobalide',\n",
       " 'Bimatoprost',\n",
       " 'Bindarit',\n",
       " 'Biochanin A',\n",
       " 'Bioymifi',\n",
       " 'Biperiden',\n",
       " 'Birinapant',\n",
       " 'Bisoprolol',\n",
       " 'Bleomycin sulfate',\n",
       " 'Bortezomib',\n",
       " 'Bosutinib',\n",
       " 'Brivanib',\n",
       " 'Brivudine',\n",
       " 'Bromhexine hydrochloride',\n",
       " 'Budesonide',\n",
       " 'Bufexamac',\n",
       " 'Buflomedil hydrochloride',\n",
       " 'Bumetanide',\n",
       " 'Bupropion hydrochloride',\n",
       " 'Busulfan',\n",
       " 'Buthionine sulphoximine',\n",
       " 'Butoconazole nitrate',\n",
       " 'Butylscopolamine bromide',\n",
       " 'C-188-9',\n",
       " 'C-75',\n",
       " 'C.I. 1040',\n",
       " 'CA-074 Me',\n",
       " 'CAA0225',\n",
       " 'CAL-101',\n",
       " 'CAP-232',\n",
       " 'CASIN',\n",
       " 'CAY10505',\n",
       " 'CAY10581',\n",
       " 'CAY10626',\n",
       " 'CC-401',\n",
       " 'CCT-018159',\n",
       " 'CCT-128930',\n",
       " 'CCT-129202',\n",
       " 'CCT-137690',\n",
       " 'CCT-241533',\n",
       " 'CDIBA',\n",
       " 'CDK9 inhibitor',\n",
       " 'CEP-33779',\n",
       " 'CGI-1746',\n",
       " 'CGP-60474',\n",
       " 'CGS-21680',\n",
       " 'CH-5132799',\n",
       " 'CH-5424802',\n",
       " 'CHIR-124',\n",
       " 'CHIR-265',\n",
       " 'CHS-828',\n",
       " 'CITCO',\n",
       " 'CL 82198',\n",
       " 'CNF-2024',\n",
       " 'CP-466722',\n",
       " 'CP-673451',\n",
       " 'CP-724714',\n",
       " 'CP-91149',\n",
       " 'CPI-613',\n",
       " 'CT-99021',\n",
       " 'CUDC-101',\n",
       " 'CUDC-907',\n",
       " 'CVT-6883',\n",
       " 'CX-5461',\n",
       " 'CX-6258',\n",
       " 'CYC-116',\n",
       " 'CYT387',\n",
       " 'Cabazitaxel',\n",
       " 'Cabozantinib',\n",
       " 'Caffeic acid',\n",
       " 'Caffeine, citrated',\n",
       " 'Calcitriol',\n",
       " 'Calcium folinate',\n",
       " 'Calhex-231',\n",
       " 'Calindol',\n",
       " 'Calmidazolium chloride',\n",
       " 'Calpeptin',\n",
       " 'Camostat mesylate',\n",
       " 'Camptothecin',\n",
       " 'Canagliflozin',\n",
       " 'Canertinib',\n",
       " 'Cantharidin',\n",
       " 'Capecitabine',\n",
       " 'Capsaicin',\n",
       " 'Carbazochrome sodium sulfonate',\n",
       " 'Carbidopa',\n",
       " 'Carboplatin',\n",
       " 'Carboxyamidotriazole',\n",
       " 'Carfilzomib',\n",
       " 'Carisoprodol',\n",
       " 'Carmofur',\n",
       " 'Carmustine',\n",
       " 'Caroverine hydrochloride',\n",
       " 'Carvedilol',\n",
       " 'Cdk4/6 Inhibitor IV',\n",
       " 'Cediranib',\n",
       " 'Cefaclor',\n",
       " 'Cefdinir',\n",
       " 'Cefditoren pivoxil',\n",
       " 'Cefoperazone sodium',\n",
       " 'Cefoselis sulfate',\n",
       " 'Cefprozil monohydrate',\n",
       " 'Ceftiofur hydrochloride',\n",
       " 'Celecoxib',\n",
       " 'Cephalexin',\n",
       " 'Cephalomannine',\n",
       " 'Cephradine',\n",
       " 'Cerulenin',\n",
       " 'Cetirizine hydrochloride',\n",
       " 'Chelerythrine chloride',\n",
       " 'Chenodeoxycholic acid',\n",
       " 'Chlorambucil',\n",
       " 'Chloramphenicol',\n",
       " 'Chloramphenicol palmitate',\n",
       " 'Chlorhexidine',\n",
       " 'Chlormethine',\n",
       " 'Chlormezanone',\n",
       " 'Chloropyramine hydrochloride',\n",
       " 'Chloroquine',\n",
       " 'Chlorothiazide',\n",
       " 'Chloroxine',\n",
       " 'Chlorphenamine maleate',\n",
       " 'Chrysophanol',\n",
       " 'Ciclopirox',\n",
       " 'Cidofovir',\n",
       " 'Cilomilast',\n",
       " 'Cilostazol',\n",
       " 'Cinacalcet hydrochloride',\n",
       " 'Cinchonidine',\n",
       " 'Cinchonine dihydrochloride',\n",
       " 'Ciprofibrate',\n",
       " 'Ciprofloxacin',\n",
       " 'Cisatracurium besylate',\n",
       " 'Citalopram hydrobromide',\n",
       " 'Cladribine',\n",
       " 'Clarithromycin',\n",
       " 'Clemastine fumarate',\n",
       " 'Clevudine',\n",
       " 'Clindamycin hydrochloride',\n",
       " 'Clindamycin palmitate hydrochloride',\n",
       " 'Clinofibrate',\n",
       " 'Clobetasol propionate',\n",
       " 'Clofarabine',\n",
       " 'Clofibrate',\n",
       " 'Clomifene citrate',\n",
       " 'Clomipramine',\n",
       " 'Clonidine',\n",
       " 'Clopidogrel bisulfate',\n",
       " 'Clorsulon',\n",
       " 'Clotrimazole',\n",
       " 'Clozapine',\n",
       " 'Cobimetinib',\n",
       " 'Colchicine',\n",
       " 'Combretastatin A-4',\n",
       " 'Conivaptan hydrochloride',\n",
       " 'Cordycepin',\n",
       " 'Cortisone acetate',\n",
       " 'Cortivazol',\n",
       " 'Costunolide',\n",
       " 'Crenolanib',\n",
       " 'Crizotinib',\n",
       " 'Crotamiton',\n",
       " 'Cryptotanshinone',\n",
       " 'Cucurbitacin I',\n",
       " 'Curcumin',\n",
       " 'Curcumol',\n",
       " 'Cyanein',\n",
       " 'Cyclobenzaprine hydrochloride',\n",
       " 'Cyclocytidine HCl',\n",
       " 'Cyclopamine',\n",
       " 'Cyclophosphamide',\n",
       " 'Cyclosporine A',\n",
       " 'Cyclovirobuxin D',\n",
       " 'Cyprodime',\n",
       " 'Cyproheptadine hydrochloride',\n",
       " 'Cyproterone acetate',\n",
       " 'Cytarabine',\n",
       " 'Cytidine',\n",
       " 'Cytisine',\n",
       " 'D-106669',\n",
       " 'D-159687',\n",
       " 'D-4476',\n",
       " 'D-Cycloserine',\n",
       " 'D-NMAPPD',\n",
       " 'DCC-2036',\n",
       " 'Dabigatran',\n",
       " 'Dabrafenib',\n",
       " 'Dacarbazine',\n",
       " 'Dacinostat',\n",
       " 'Daclatasvir dihydrochloride',\n",
       " 'Dacomitinib',\n",
       " 'Daidzin',\n",
       " 'Dalcetrapib',\n",
       " 'Daminozide',\n",
       " 'Danoprevir',\n",
       " 'Danusertib',\n",
       " 'Dapagliflozin',\n",
       " 'Daphnetin',\n",
       " 'Daporinad',\n",
       " 'Dapoxetine hydrochloride',\n",
       " 'Daptomycin',\n",
       " 'Darunavir',\n",
       " 'Dasatinib',\n",
       " 'Daunorubicin',\n",
       " 'Decitabine',\n",
       " 'Deferasirox',\n",
       " 'Deflazacort',\n",
       " 'Degrasyn',\n",
       " 'Deguelin',\n",
       " 'Dehydroepiandrosterone',\n",
       " 'Delanzomib',\n",
       " 'Demecolcine',\n",
       " 'Desonide',\n",
       " 'Dexrazoxane hydrochloride',\n",
       " 'Dextromethorphan hydrobromide',\n",
       " 'Diclazuril',\n",
       " 'Diclofenac sodium',\n",
       " 'Diclofenamide',\n",
       " 'Diclofensine',\n",
       " 'Dienestrol',\n",
       " 'Dienogest',\n",
       " 'Diethylstilbestrol',\n",
       " 'Digoxin',\n",
       " 'Dihydromyricetin',\n",
       " 'Diindolylmethane',\n",
       " 'Diltiazem hydrochloride',\n",
       " 'Dimethyl fumarate',\n",
       " 'Dinaciclib',\n",
       " 'Dinoprostone',\n",
       " 'Dioscin',\n",
       " 'Diosgenin',\n",
       " 'Diosmin',\n",
       " 'Diphenhydramine hydrochloride',\n",
       " 'Dipyridamole',\n",
       " 'Disufenton sodium',\n",
       " 'Disulfiram',\n",
       " 'Dobutamine',\n",
       " 'Docetaxel',\n",
       " 'Docosanol',\n",
       " 'Dofetilide',\n",
       " 'Dolutegravir',\n",
       " 'Domperidone',\n",
       " 'Dopamine HCl',\n",
       " 'Doramapimod',\n",
       " 'Doripenem',\n",
       " 'Dorsomorphin',\n",
       " 'Dorzolamide hydrochloride',\n",
       " 'Dovitinib',\n",
       " 'Doxazosin mesylate',\n",
       " 'Doxifluridine',\n",
       " 'Doxorubicin',\n",
       " 'Doxycycline',\n",
       " 'Dronedarone',\n",
       " 'Drospirenone',\n",
       " 'Droxinostat',\n",
       " 'Duloxetine hydrochloride',\n",
       " 'Dutasteride',\n",
       " 'Dyphylline',\n",
       " 'E-7010',\n",
       " 'E5555',\n",
       " 'EBPC',\n",
       " 'EMD-1214063',\n",
       " 'ENMD-981693',\n",
       " 'EO-1428',\n",
       " 'EX-527',\n",
       " 'Ecdysone',\n",
       " 'Echinomycin',\n",
       " 'Econazole nitrate',\n",
       " 'Edaravone',\n",
       " 'Eeyarestatin I',\n",
       " 'Efavirenz',\n",
       " 'Eflornithine Hydrochloride',\n",
       " 'Elacridar',\n",
       " 'Elactocin',\n",
       " 'Eliprodil',\n",
       " 'Ellagic acid',\n",
       " 'Eltrombopag',\n",
       " 'Elvitegravir',\n",
       " 'Embelin',\n",
       " 'Emetine',\n",
       " 'Emodin',\n",
       " 'Emricasan',\n",
       " 'Emtricitabine',\n",
       " 'Enalapril maleate',\n",
       " 'Endoxifen',\n",
       " 'Englerin A',\n",
       " 'Enoxacin',\n",
       " 'Enoxolone',\n",
       " 'Entecavir',\n",
       " 'Entinostat',\n",
       " 'Enzastaurin',\n",
       " 'Epalrestat',\n",
       " 'Epinephrine',\n",
       " 'Epirubicin hydrochloride',\n",
       " 'Eplerenone',\n",
       " 'Epothilone A',\n",
       " 'Epothilone B',\n",
       " 'Eprosartan mesylate',\n",
       " 'Erdosteine',\n",
       " 'Ergosterol',\n",
       " 'Erlotinib hydrochloride',\n",
       " 'Erteberel',\n",
       " 'Erythromycin',\n",
       " 'Esomeprazole magnesium',\n",
       " 'Estetrol',\n",
       " 'Estramustine phosphate sodium',\n",
       " 'Estriol',\n",
       " 'Estrone',\n",
       " 'Eszopiclone',\n",
       " 'Ethinylestradiol',\n",
       " 'Ethionamide',\n",
       " 'Ethisterone',\n",
       " 'Ethosuximide',\n",
       " 'Etodolac',\n",
       " 'Etomidate',\n",
       " 'Etoposide',\n",
       " 'Everolimus',\n",
       " 'Evodiamine',\n",
       " 'Exemestane',\n",
       " 'Ezatiostat',\n",
       " 'Ezetimibe',\n",
       " 'FG-4592',\n",
       " 'FK-506',\n",
       " 'FMK',\n",
       " 'FR-180204',\n",
       " 'Famciclovir',\n",
       " 'Famotidine',\n",
       " 'Fascaplysin',\n",
       " 'Fasudil hydrochloride',\n",
       " 'Febuxostat',\n",
       " 'Felbamate',\n",
       " 'Fenbendazole',\n",
       " 'Fenobam',\n",
       " 'Fenofibrate',\n",
       " 'Fenoldopam',\n",
       " 'Fenretinide',\n",
       " 'Fenticonazole nitrate',\n",
       " 'Fesoterodine fumarate',\n",
       " 'Finasteride',\n",
       " 'Fingolimod hydrochloride',\n",
       " 'Fisetin',\n",
       " 'Flavopiridol',\n",
       " 'Flecainide',\n",
       " 'Fleroxacin',\n",
       " 'Floxuridine',\n",
       " 'Flubendazole',\n",
       " 'Fluconazole',\n",
       " 'Flucytosine',\n",
       " 'Fludarabine phosphate',\n",
       " 'Flumazenil',\n",
       " 'Flunarizine',\n",
       " 'Flunisolide',\n",
       " 'Fluocinolone acetonide',\n",
       " 'Fluocinonide',\n",
       " 'Fluorouracil',\n",
       " 'Fluphenazine hydrochloride',\n",
       " 'Flupirtine maleate',\n",
       " 'Flurbiprofen',\n",
       " 'Flutamide',\n",
       " 'Fluticasone propionate',\n",
       " 'Fluvastatin',\n",
       " 'Fluvoxamine',\n",
       " 'Fomepizole',\n",
       " 'Foretinib',\n",
       " 'Formononetin',\n",
       " 'Fostamatinib disodium',\n",
       " 'Fotemustine',\n",
       " 'Fulvestrant',\n",
       " 'Fumalic acid',\n",
       " 'Furosemide',\n",
       " 'G-Strophanthin',\n",
       " 'GANT61',\n",
       " 'GB 83',\n",
       " 'GBR 12909 dihydrochloride',\n",
       " 'GBR-12935',\n",
       " 'GDC-0068',\n",
       " 'GDC-0349',\n",
       " 'GDC-0941',\n",
       " 'GDC-0980',\n",
       " 'GM-1489',\n",
       " 'GM-6001',\n",
       " 'GNE-477',\n",
       " 'GNE-490',\n",
       " 'GNE-493',\n",
       " 'GNF 2',\n",
       " 'GNF-5837',\n",
       " 'GR-159897',\n",
       " 'GSK-1016790A',\n",
       " 'GSK-1070916A',\n",
       " 'GSK-1292263A',\n",
       " 'GSK-1904529A',\n",
       " 'GSK-2126458',\n",
       " 'GSK-2334470',\n",
       " 'GSK-25',\n",
       " 'GSK-256066',\n",
       " 'GSK-2636771',\n",
       " 'GSK-269962A',\n",
       " 'GSK-3787',\n",
       " 'GSK-3965',\n",
       " 'GSK-4112',\n",
       " 'GSK-461364A',\n",
       " 'GSK-615',\n",
       " 'GSK-650394',\n",
       " 'GSK-690693',\n",
       " 'GSK-923295',\n",
       " 'GSK-J1',\n",
       " 'GSK126',\n",
       " 'GSK1838705A',\n",
       " 'GSK429286A',\n",
       " 'GSK837149A',\n",
       " 'GW 4869',\n",
       " 'GW 843682X',\n",
       " 'GW-0742',\n",
       " 'GW-4064X',\n",
       " 'GW-441756',\n",
       " 'GW-501516',\n",
       " 'GW-5074',\n",
       " 'GW-7647',\n",
       " 'GW-788388',\n",
       " 'GW-791343',\n",
       " 'GW-9508',\n",
       " 'GYKI-52466',\n",
       " 'GYKI-53655',\n",
       " 'Gabapentin',\n",
       " 'Gabexate mesilate',\n",
       " 'Galantamine hydrobromide',\n",
       " 'Galeterone',\n",
       " 'Gallamine triethiodide',\n",
       " 'Ganciclovir',\n",
       " 'Gandotinib',\n",
       " 'Ganetespib',\n",
       " 'Gatifloxacin',\n",
       " 'Gavestinel sodium',\n",
       " 'Gefitinib',\n",
       " 'Geldanamycin',\n",
       " 'Gemcitabine hydrochloride',\n",
       " 'Gemfibrozil',\n",
       " 'Genipin',\n",
       " 'Geniposidic acid',\n",
       " 'Genistein',\n",
       " 'Genistin',\n",
       " 'Gestodene',\n",
       " 'Gimeracil',\n",
       " 'Ginkgolide A',\n",
       " 'Ginkgolide B',\n",
       " 'Gliclazide',\n",
       " 'Glimepiride',\n",
       " 'Glipizide',\n",
       " 'Glycyrrhizin',\n",
       " 'Granisetron hydrochloride',\n",
       " 'H-89',\n",
       " 'HA-14-1',\n",
       " 'HC-067047',\n",
       " 'HPI-1',\n",
       " 'Halofantrine',\n",
       " 'Haloperidol',\n",
       " 'Hematoxylin',\n",
       " 'Hesperadin',\n",
       " 'Hesperetin',\n",
       " 'Hexestrol',\n",
       " 'Hg-10-102-01',\n",
       " 'Histamine dihydrochloride',\n",
       " 'Honokiol',\n",
       " 'Hordenine',\n",
       " 'Huperizine A',\n",
       " 'Hydralazine hydrochloride',\n",
       " 'Hydrochlorothiazide',\n",
       " 'Hydrocortisone',\n",
       " 'Hydroxocobalamin',\n",
       " 'Hydroxychloroquine sulfate',\n",
       " 'Hydroxyflutamide',\n",
       " 'Hydroxyurea',\n",
       " 'Hyodeoxycholic acid (HDCA)',\n",
       " 'I-BET151',\n",
       " 'I-BET762',\n",
       " 'IC-87114',\n",
       " 'ICG-001',\n",
       " 'ICI-D7288',\n",
       " 'ICRF-193',\n",
       " 'ID-8',\n",
       " 'IDE-2',\n",
       " 'IKK-2 Inhibitor VIII',\n",
       " 'IKK16',\n",
       " 'IMD-0354',\n",
       " 'INCB-28060',\n",
       " 'INK-128',\n",
       " 'INO-1001',\n",
       " 'IOX2',\n",
       " 'IPA-3',\n",
       " 'IRAK-1-4 Inhibitor I',\n",
       " 'ITD-1',\n",
       " 'ITF2357 (Givinostat)',\n",
       " 'ITK inhibitor',\n",
       " 'ITX3',\n",
       " 'IVX-214',\n",
       " 'IWP-2',\n",
       " 'Ibandronate sodium hydrate',\n",
       " 'Ibuprofen lysine',\n",
       " 'Ibutamoren mesilate',\n",
       " 'Ibutilide fumarate',\n",
       " 'Icariin',\n",
       " 'Icaritin',\n",
       " 'Idarubicin hydrochloride',\n",
       " 'Idebenone',\n",
       " 'Idoxuridine',\n",
       " 'Idronoxil',\n",
       " 'Iloperidone',\n",
       " 'Imatinib',\n",
       " 'Imexon',\n",
       " 'Imipenem',\n",
       " 'Imiquimod',\n",
       " 'Indapamide',\n",
       " 'Indibulin',\n",
       " 'Indinavir sulfate',\n",
       " 'Indiplon',\n",
       " 'Indirubin',\n",
       " 'Indomethacin',\n",
       " 'Indoximod',\n",
       " 'Ingenol mebutate',\n",
       " 'Iniparib',\n",
       " 'Ipratropium bromide hydrate',\n",
       " 'Ipriflavone',\n",
       " 'Irestatin 9389',\n",
       " 'Irinotecan',\n",
       " 'Irsogladine maleate',\n",
       " 'Isepamicin',\n",
       " 'Isoconazole nitrate',\n",
       " 'Isoliquiritigenin',\n",
       " 'Isoniazid',\n",
       " 'Isoproterenol',\n",
       " 'Isotretinoin',\n",
       " 'Ispinesib',\n",
       " 'Isradipine',\n",
       " 'Istradefylline',\n",
       " 'Itraconazole',\n",
       " 'Ivabradine hydrochloride',\n",
       " 'Ivacaftor',\n",
       " 'Ivachtin',\n",
       " 'Ixazomib citrate',\n",
       " 'J113397',\n",
       " 'JK 184',\n",
       " 'JNJ-16259685',\n",
       " 'JNJ-28312141',\n",
       " 'JNJ-38158471',\n",
       " 'JNJ-38877605',\n",
       " 'JNJ-7706621',\n",
       " 'JNK Inhibitor V',\n",
       " 'JQ1',\n",
       " 'JTC-801',\n",
       " 'JZL-184',\n",
       " 'JZL-195',\n",
       " 'KDS-4103',\n",
       " 'KH-CB19',\n",
       " 'KHS101',\n",
       " 'KI-16425',\n",
       " 'KI-20227',\n",
       " 'KI-8751',\n",
       " 'KL001',\n",
       " 'KN-62',\n",
       " 'KN-93',\n",
       " 'KRN-633',\n",
       " 'KRP 203',\n",
       " 'KU 0060648',\n",
       " 'KU-0063794',\n",
       " 'KU-0064',\n",
       " 'KU-60019',\n",
       " 'KUC103669N-04',\n",
       " 'KUC105555N-02',\n",
       " 'KUC107550N',\n",
       " 'KUC107871N-04',\n",
       " 'KUC107887N-03',\n",
       " 'KUC110948N-02',\n",
       " 'KUC111774N-03',\n",
       " 'KW-2449',\n",
       " 'KW-2478',\n",
       " 'KX-01',\n",
       " 'KY02111',\n",
       " 'Kaempferol',\n",
       " 'Kanamycin',\n",
       " 'Kartogenin',\n",
       " 'Ketanserin',\n",
       " 'Ketoconazole',\n",
       " 'Ketoprofen',\n",
       " 'Ketorolac',\n",
       " 'Ketotifen',\n",
       " 'Kinetin',\n",
       " 'L-690330',\n",
       " 'L-779450',\n",
       " 'L-NAME',\n",
       " 'L-Thyroxine',\n",
       " 'L-tetramisol',\n",
       " 'LDN-193189',\n",
       " 'LFM-A13',\n",
       " 'LG100268',\n",
       " 'LGK974',\n",
       " 'LLL-12',\n",
       " 'LRRK2-IN-1',\n",
       " 'LY-2140023',\n",
       " 'LY-2228820',\n",
       " 'LY-2608204',\n",
       " 'LY-2811376',\n",
       " 'LY-2874455',\n",
       " 'LY-2886721',\n",
       " 'LY-294002',\n",
       " 'LY-320135',\n",
       " 'LY-411575',\n",
       " 'LY2109761',\n",
       " 'LY2157299',\n",
       " 'LY310762',\n",
       " 'LY335979 trihydrochloride',\n",
       " 'Lacosamide',\n",
       " 'Lactulose',\n",
       " 'Lafutidine',\n",
       " 'Lamivudine',\n",
       " 'Lamotrigine',\n",
       " 'Lansoprazole',\n",
       " 'Lapatinib',\n",
       " 'Lappaconitine',\n",
       " 'Laquinimod',\n",
       " 'Laropiprant',\n",
       " 'Leflunomide',\n",
       " 'Lenalidomide',\n",
       " 'Lenvatinib',\n",
       " 'Letrozole',\n",
       " 'Levetiracetam',\n",
       " 'Levodopa',\n",
       " 'Levofloxacin',\n",
       " 'Levonorgestrel',\n",
       " 'Levosimendan',\n",
       " 'Levosulpiride',\n",
       " 'Licofelone',\n",
       " 'Lificiguat',\n",
       " 'Limonin',\n",
       " 'Linagliptin',\n",
       " 'Lincomycin hydrochloride',\n",
       " 'Linezolid',\n",
       " 'Linifanib',\n",
       " 'Linopirdine',\n",
       " 'Linsitinib',\n",
       " 'Liranaftate',\n",
       " 'Lirimilast',\n",
       " 'Lomefloxacin hydrochloride',\n",
       " 'Lomibuvir',\n",
       " 'Lomustine',\n",
       " 'Lonafarnib',\n",
       " 'Lonidamine',\n",
       " 'Loperamide',\n",
       " 'Lopinavir',\n",
       " 'Loratadine',\n",
       " 'Lornoxicam',\n",
       " 'Loteprednol etabonate',\n",
       " 'Lovastatin',\n",
       " 'Lubiprostone',\n",
       " 'Lumacaftor',\n",
       " 'Lumefantrine',\n",
       " 'Lupeol',\n",
       " 'Luteolin',\n",
       " 'M344',\n",
       " 'MCOPPB',\n",
       " 'MDV-3100',\n",
       " 'MG-115',\n",
       " 'MG-132',\n",
       " 'MG-149',\n",
       " 'MGCD-265',\n",
       " 'MI-2',\n",
       " 'MK-0354',\n",
       " 'MK-0752',\n",
       " 'MK-1775',\n",
       " 'MK-2048',\n",
       " 'MK-2206',\n",
       " 'MK-2461',\n",
       " 'MK-3207',\n",
       " 'MK-5108',\n",
       " 'MK-767',\n",
       " 'MK-8245',\n",
       " 'MK-886',\n",
       " 'ML 141',\n",
       " 'MLN-120B',\n",
       " 'MLN-2480',\n",
       " 'MLN-4924',\n",
       " 'MLN-8054',\n",
       " 'MP-10',\n",
       " 'MPEP',\n",
       " 'Macitentan',\n",
       " 'Malotilate',\n",
       " 'Manidipine dihydrochloride',\n",
       " 'Mannitol',\n",
       " 'Manoalide',\n",
       " 'Maprotiline hydrochloride',\n",
       " 'Maraviroc',\n",
       " 'Marbofloxacin',\n",
       " 'Marizomib',\n",
       " 'Masitinib',\n",
       " 'Masoprocol',\n",
       " 'Matrine',\n",
       " 'Mebendazole',\n",
       " 'Mecarbinate',\n",
       " 'Meclinertant',\n",
       " 'Meclizine hydrochloride',\n",
       " 'Medroxyprogesterone acetate',\n",
       " 'Mefloquine',\n",
       " 'Megestrol acetate',\n",
       " 'Meglumine',\n",
       " 'Melatonin',\n",
       " 'Meloxicam',\n",
       " 'Melphalan',\n",
       " 'Memantine',\n",
       " 'Menadione',\n",
       " 'Meprednisone',\n",
       " 'Merck 5',\n",
       " 'Merck-22-6',\n",
       " 'Meropenem',\n",
       " 'Mestranol',\n",
       " ...]"
      ]
     },
     "execution_count": 170,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# let's see the rownames of the dataframe\n",
    "drug_name_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 171,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[  1. ,   0. ,   0. , ...,   2. , 121. ,   2.1],\n",
       "       [  1. ,   0. ,   0. , ...,   8. ,  71.4,   4.4],\n",
       "       [  1. ,   0. ,   0. , ...,   1. ,  52.9,   2.4],\n",
       "       ...,\n",
       "       [  8. ,   0. ,   0. , ...,   4. , 122. ,   3.2],\n",
       "       [  0. ,   0. ,   0. , ...,   6. ,  77.3,   6.5],\n",
       "       [  4. ,   0. ,   0. , ...,   6. ,  71. ,   nan]])"
      ]
     },
     "execution_count": 171,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# let's see the actual contents of the dataframe\n",
    "drug_vals"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 172,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save the final list of drug names\n",
    "pd.DataFrame(drug_name_list).to_csv('drug_name_list_final_9_15.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 173,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save the final list of drug properties\n",
    "pd.DataFrame(drug_vals).to_csv('drug_properties_final_9_15.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 175,
   "metadata": {},
   "outputs": [],
   "source": [
    "# notate the drug properties that we analyzed\n",
    "val_names = ['atom_stereo_count', 'bond_stereo_count', 'charge', 'complexity', 'covalent_unit_count', 'exact_mass', 'h_bond_acceptor_count', 'h_bond_donor_count','heavy_atom_count','isotope_atom_count', 'molecular_weight', 'monoisotopic_mass', 'rotable_bond_count', 'tpsa', 'xlogp']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 176,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save the drug properties to their own dataframe\n",
    "pd.DataFrame(val_names).to_csv('val_names_9_15.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}