target_pred_demo_21.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Ligand-based Target Prediction example\n",
    "## George Papadatos, ChEMBL Group"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is a short demo on getting target predictions based on the current multi-category Naive Bayesian ChEMBL_21 models for a single molecule input. The predictions are ranked by the output classifier probability.\n",
    "\n",
    "This is the outline of the demo:\n",
    "\n",
    "* Download the models\n",
    "* Input a molecule to get target predictions for it based on the models\n",
    "* Assess the predictions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1) Download the models (this is needed only once)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/georgep/testmodels_21\n"
     ]
    }
   ],
   "source": [
    "cd testmodels_21/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2016-03-29 15:16:53--  ftp://ftp.ebi.ac.uk/pub/databases/chembl/target_predictions/chembl_21_models.tar.gz\n",
      "           => 'chembl_21_models.tar.gz'\n",
      "Resolving ftp.ebi.ac.uk... 193.62.194.182\n",
      "Connecting to ftp.ebi.ac.uk|193.62.194.182|:21... connected.\n",
      "Logging in as anonymous ... Logged in!\n",
      "==> SYST ... done.    ==> PWD ... done.\n",
      "==> TYPE I ... done.  ==> CWD (1) /pub/databases/chembl/target_predictions ... done.\n",
      "==> SIZE chembl_21_models.tar.gz ... 64469262\n",
      "==> PASV ... done.    ==> RETR chembl_21_models.tar.gz ... done.\n",
      "Length: 64469262 (61M) (unauthoritative)\n",
      "\n",
      "100%[======================================>] 64,469,262  44.7MB/s   in 1.4s   \n",
      "\n",
      "2016-03-29 15:16:55 (44.7 MB/s) - 'chembl_21_models.tar.gz' saved [64469262]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "!wget ftp://ftp.ebi.ac.uk/pub/databases/chembl/target_predictions/chembl_21_models.tar.gz"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "!tar -zxf chembl_21_models.tar.gz"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The two models (1uM and 10uM, respectively) are now under ./models_21\n",
    "\n",
    "### 2) Read the models and get predictions\n",
    "Import the necessary modules:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from rdkit.Chem import AllChem as Chem\n",
    "from rdkit.Chem.Draw import IPythonConsole\n",
    "from rdkit.Chem import PandasTools\n",
    "from rdkit.Chem import Draw\n",
    "\n",
    "from rdkit import DataStructs\n",
    "\n",
    "import pandas as pd\n",
    "from pandas import concat\n",
    "\n",
    "from collections import OrderedDict\n",
    "import requests\n",
    "import numpy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from sklearn.externals import joblib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015.09.2\n"
     ]
    }
   ],
   "source": [
    "# Check the RDKit version\n",
    "from rdkit import rdBase\n",
    "print rdBase.rdkitVersion"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import matplotlib as mpl\n",
    "mpl.rcParams['figure.figsize'] = 10,10"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "morgan_nb = joblib.load('./models_21/10uM/mNB_10uM_all.pkl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "classes = list(morgan_nb.targets)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1429"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(classes)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "That means that this model contains trained data for 1429 different targets (categories)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3) Read a compound and get predictions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's use a molecule (GS-5759) found in this [publication](http://www.ncbi.nlm.nih.gov/pubmed/24513870). It is a novel compound (not in ChEMBL) reported to have dual activity against PDE4 and beta-2 adrenergic receptor."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "smiles = 'O[C@@H](CNCCCC#CC1=CC=C(C=C1)NC(=O)C=1C=C(C=CC1)S(=O)(=O)C=1C=C2C(=C(C=NC2=C(C1)C)C(=O)N)NC1=CC(=CC=C1)OC)C1=C2C=CC(NC2=C(C=C1)O)=O'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "mol = Chem.MolFromSmiles(smiles)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAcIAAACWCAIAAADCEh9HAAAJe0lEQVR4nO3dUXakKhSFYenVM+r5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\nFABEiFEAECFGAUDkH2O2bLsEEwEtAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<rdkit.Chem.rdchem.Mol at 0x107d4a2f0>"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mol"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "info={}\n",
    "fp = Chem.GetMorganFingerprintAsBitVect(mol,2,nBits=2048, bitInfo=info)\n",
    "res = numpy.zeros(len(fp),numpy.int32)\n",
    "DataStructs.ConvertToNumpyArray(fp,res)  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "probas = list(morgan_nb.predict_proba(res.reshape(1,-1))[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "predictions = pd.DataFrame(zip(classes, probas), columns=['id','proba'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>proba</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>CHEMBL1075051</td>\n",
       "      <td>7.053404e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>CHEMBL1075104</td>\n",
       "      <td>4.911063e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>CHEMBL1075108</td>\n",
       "      <td>4.848016e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CHEMBL1075111</td>\n",
       "      <td>2.056597e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CHEMBL1075115</td>\n",
       "      <td>7.705190e-10</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>CHEMBL1075138</td>\n",
       "      <td>6.682079e-07</td>\n",
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       "    <tr>\n",
       "      <th>6</th>\n",
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       "      <td>5.666627e-41</td>\n",
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       "      <th>7</th>\n",
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       "      <td>2.389783e-36</td>\n",
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       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>CHEMBL1075152</td>\n",
       "      <td>4.561929e-42</td>\n",
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       "    <tr>\n",
       "      <th>9</th>\n",
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       "      <td>8.753342e-09</td>\n",
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       "    <tr>\n",
       "      <th>10</th>\n",
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       "      <td>4.621086e-09</td>\n",
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       "    <tr>\n",
       "      <th>11</th>\n",
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       "    <tr>\n",
       "      <th>12</th>\n",
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       "    <tr>\n",
       "      <th>13</th>\n",
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       "      <td>8.740582e-25</td>\n",
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       "    <tr>\n",
       "      <th>14</th>\n",
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       "    <tr>\n",
       "      <th>15</th>\n",
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       "      <td>1.198526e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>CHEMBL1075294</td>\n",
       "      <td>8.631092e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>CHEMBL1075319</td>\n",
       "      <td>2.336758e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>CHEMBL1075322</td>\n",
       "      <td>1.376716e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>CHEMBL1075323</td>\n",
       "      <td>2.354106e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>CHEMBL1163101</td>\n",
       "      <td>5.671488e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>CHEMBL1163116</td>\n",
       "      <td>1.392350e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>CHEMBL1163125</td>\n",
       "      <td>8.175704e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>CHEMBL1169598</td>\n",
       "      <td>1.442191e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>CHEMBL1250375</td>\n",
       "      <td>2.404677e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>CHEMBL1255137</td>\n",
       "      <td>2.339568e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>CHEMBL1255149</td>\n",
       "      <td>5.497546e-51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>CHEMBL1255150</td>\n",
       "      <td>1.191849e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>CHEMBL1255165</td>\n",
       "      <td>3.258630e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>CHEMBL1275212</td>\n",
       "      <td>3.432007e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>CHEMBL1287620</td>\n",
       "      <td>1.755452e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>CHEMBL1287622</td>\n",
       "      <td>9.953852e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>CHEMBL1287623</td>\n",
       "      <td>1.603324e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>CHEMBL1287628</td>\n",
       "      <td>1.079868e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>CHEMBL1293194</td>\n",
       "      <td>6.177116e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>CHEMBL1293222</td>\n",
       "      <td>1.007250e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>CHEMBL1293224</td>\n",
       "      <td>1.817381e-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>CHEMBL1293226</td>\n",
       "      <td>6.087874e-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>CHEMBL1293229</td>\n",
       "      <td>6.822357e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>CHEMBL1293231</td>\n",
       "      <td>3.237819e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>CHEMBL1293237</td>\n",
       "      <td>2.845767e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>CHEMBL1293244</td>\n",
       "      <td>1.046454e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>CHEMBL1293255</td>\n",
       "      <td>1.824981e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>CHEMBL1293257</td>\n",
       "      <td>3.049010e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>CHEMBL1293266</td>\n",
       "      <td>2.600394e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>CHEMBL1293267</td>\n",
       "      <td>2.974916e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>CHEMBL1293277</td>\n",
       "      <td>3.623759e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>CHEMBL1293287</td>\n",
       "      <td>1.525853e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>CHEMBL1293289</td>\n",
       "      <td>3.512458e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>CHEMBL1293292</td>\n",
       "      <td>8.774247e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>CHEMBL1293293</td>\n",
       "      <td>2.650313e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>CHEMBL1293313</td>\n",
       "      <td>2.339013e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>CHEMBL1628461</td>\n",
       "      <td>1.627568e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>CHEMBL1649054</td>\n",
       "      <td>2.247837e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>CHEMBL1667665</td>\n",
       "      <td>2.637917e-47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>CHEMBL1667684</td>\n",
       "      <td>3.957418e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>CHEMBL1671613</td>\n",
       "      <td>1.659076e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>CHEMBL1681620</td>\n",
       "      <td>3.992186e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>CHEMBL1697668</td>\n",
       "      <td>2.253303e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>CHEMBL1741186</td>\n",
       "      <td>3.307575e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>CHEMBL1741203</td>\n",
       "      <td>1.724521e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>CHEMBL1743121</td>\n",
       "      <td>2.166616e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>CHEMBL1743122</td>\n",
       "      <td>3.397157e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>CHEMBL1744525</td>\n",
       "      <td>2.607946e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>CHEMBL1764940</td>\n",
       "      <td>1.088073e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>CHEMBL1770046</td>\n",
       "      <td>4.676923e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>CHEMBL1770047</td>\n",
       "      <td>2.952468e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>CHEMBL1772929</td>\n",
       "      <td>1.348566e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>CHEMBL1781</td>\n",
       "      <td>3.011732e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>CHEMBL1781862</td>\n",
       "      <td>8.561284e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>CHEMBL1782</td>\n",
       "      <td>1.336597e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>CHEMBL1784</td>\n",
       "      <td>3.480021e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>CHEMBL1785</td>\n",
       "      <td>9.904218e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>CHEMBL1787</td>\n",
       "      <td>5.194610e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>CHEMBL1790</td>\n",
       "      <td>3.685886e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>CHEMBL1792</td>\n",
       "      <td>1.000950e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>CHEMBL1795101</td>\n",
       "      <td>9.873369e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>CHEMBL1795117</td>\n",
       "      <td>7.264593e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>CHEMBL1795126</td>\n",
       "      <td>6.469647e-43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>CHEMBL1795127</td>\n",
       "      <td>2.498313e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>CHEMBL1795180</td>\n",
       "      <td>2.907011e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>CHEMBL1795186</td>\n",
       "      <td>2.782666e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>CHEMBL1798</td>\n",
       "      <td>3.288196e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>CHEMBL1800</td>\n",
       "      <td>1.238817e-45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>CHEMBL1801</td>\n",
       "      <td>2.045304e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>CHEMBL1803</td>\n",
       "      <td>3.399258e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>CHEMBL1804</td>\n",
       "      <td>6.126810e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>CHEMBL1805</td>\n",
       "      <td>1.286527e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>CHEMBL1806</td>\n",
       "      <td>9.605947e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>CHEMBL1808</td>\n",
       "      <td>3.323742e-54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>CHEMBL1809</td>\n",
       "      <td>6.249869e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>CHEMBL1811</td>\n",
       "      <td>2.892104e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>CHEMBL1820</td>\n",
       "      <td>4.485385e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>CHEMBL1821</td>\n",
       "      <td>7.435625e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>CHEMBL1822</td>\n",
       "      <td>5.391477e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>CHEMBL1824</td>\n",
       "      <td>1.698344e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>CHEMBL1825</td>\n",
       "      <td>2.089054e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>CHEMBL1827</td>\n",
       "      <td>2.287089e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>CHEMBL1829</td>\n",
       "      <td>1.146700e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>CHEMBL1833</td>\n",
       "      <td>4.322433e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>CHEMBL1835</td>\n",
       "      <td>1.259243e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>CHEMBL1836</td>\n",
       "      <td>2.643037e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>CHEMBL1837</td>\n",
       "      <td>1.053881e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>CHEMBL1841</td>\n",
       "      <td>1.982581e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>CHEMBL1844</td>\n",
       "      <td>8.544845e-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>CHEMBL1849</td>\n",
       "      <td>2.637181e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>CHEMBL1850</td>\n",
       "      <td>3.853476e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>CHEMBL1853</td>\n",
       "      <td>3.290987e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>CHEMBL1855</td>\n",
       "      <td>2.203029e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>CHEMBL1856</td>\n",
       "      <td>2.361402e-52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>CHEMBL1859</td>\n",
       "      <td>5.623838e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>CHEMBL1860</td>\n",
       "      <td>3.478467e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>CHEMBL1861</td>\n",
       "      <td>1.558408e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>CHEMBL1862</td>\n",
       "      <td>2.162761e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>CHEMBL1864</td>\n",
       "      <td>5.720672e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>CHEMBL1865</td>\n",
       "      <td>1.996670e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>CHEMBL1866</td>\n",
       "      <td>6.428422e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>CHEMBL1867</td>\n",
       "      <td>5.994260e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>CHEMBL1868</td>\n",
       "      <td>2.020112e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>CHEMBL1870</td>\n",
       "      <td>1.046611e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>CHEMBL1871</td>\n",
       "      <td>6.595745e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>CHEMBL1873</td>\n",
       "      <td>3.736201e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>CHEMBL1875</td>\n",
       "      <td>7.773477e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>CHEMBL1878</td>\n",
       "      <td>4.667567e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>CHEMBL1881</td>\n",
       "      <td>3.553937e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>CHEMBL1889</td>\n",
       "      <td>3.895888e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>CHEMBL1892</td>\n",
       "      <td>1.095428e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>CHEMBL1898</td>\n",
       "      <td>1.097118e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>CHEMBL1899</td>\n",
       "      <td>4.786696e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>CHEMBL1900</td>\n",
       "      <td>6.119365e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>CHEMBL1901</td>\n",
       "      <td>6.087390e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>CHEMBL1902</td>\n",
       "      <td>4.160887e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>CHEMBL1903</td>\n",
       "      <td>3.185352e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>CHEMBL1904</td>\n",
       "      <td>5.428261e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>CHEMBL1906</td>\n",
       "      <td>2.117058e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>CHEMBL1907</td>\n",
       "      <td>2.763376e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>CHEMBL1908</td>\n",
       "      <td>2.928238e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>CHEMBL1908385</td>\n",
       "      <td>2.262437e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>CHEMBL1908389</td>\n",
       "      <td>7.375554e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>CHEMBL1910</td>\n",
       "      <td>4.013380e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>CHEMBL1913</td>\n",
       "      <td>1.585329e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>CHEMBL1914</td>\n",
       "      <td>1.940985e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>CHEMBL1914272</td>\n",
       "      <td>7.360767e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>CHEMBL1915</td>\n",
       "      <td>6.630832e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>CHEMBL1916</td>\n",
       "      <td>2.281677e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>CHEMBL1917</td>\n",
       "      <td>6.101420e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>CHEMBL1918</td>\n",
       "      <td>1.542827e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>CHEMBL1919</td>\n",
       "      <td>4.167453e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>CHEMBL1921</td>\n",
       "      <td>9.779992e-45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>CHEMBL1921666</td>\n",
       "      <td>1.695968e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>CHEMBL1926</td>\n",
       "      <td>9.502627e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>CHEMBL1926488</td>\n",
       "      <td>6.147251e-46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>CHEMBL1929</td>\n",
       "      <td>7.768164e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>CHEMBL1935</td>\n",
       "      <td>3.815265e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>CHEMBL1936</td>\n",
       "      <td>1.611955e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>CHEMBL1937</td>\n",
       "      <td>4.124971e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>CHEMBL1939</td>\n",
       "      <td>3.728308e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>CHEMBL1940</td>\n",
       "      <td>1.799017e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>CHEMBL1941</td>\n",
       "      <td>4.391877e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>CHEMBL1942</td>\n",
       "      <td>2.196724e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>CHEMBL1944</td>\n",
       "      <td>3.527145e-43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>CHEMBL1944497</td>\n",
       "      <td>1.026638e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>CHEMBL1944499</td>\n",
       "      <td>1.794814e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>CHEMBL1945</td>\n",
       "      <td>1.042396e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>CHEMBL1946</td>\n",
       "      <td>1.671198e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>CHEMBL1947</td>\n",
       "      <td>7.961704e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>CHEMBL1949</td>\n",
       "      <td>1.079902e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>CHEMBL1951</td>\n",
       "      <td>8.075769e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>CHEMBL1952</td>\n",
       "      <td>2.334390e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>CHEMBL1955</td>\n",
       "      <td>6.392480e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>CHEMBL1957</td>\n",
       "      <td>3.630603e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>CHEMBL1961783</td>\n",
       "      <td>5.334644e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>CHEMBL1962</td>\n",
       "      <td>9.602520e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>CHEMBL1963</td>\n",
       "      <td>1.224367e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>CHEMBL1966</td>\n",
       "      <td>1.910436e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>CHEMBL1968</td>\n",
       "      <td>1.418709e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>CHEMBL1974</td>\n",
       "      <td>3.803471e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>CHEMBL1977</td>\n",
       "      <td>3.137510e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>CHEMBL1978</td>\n",
       "      <td>3.750253e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>CHEMBL1980</td>\n",
       "      <td>5.023029e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>CHEMBL1981</td>\n",
       "      <td>2.887840e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>CHEMBL1983</td>\n",
       "      <td>1.548208e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>CHEMBL1985</td>\n",
       "      <td>2.386752e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>CHEMBL1987</td>\n",
       "      <td>9.961029e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>CHEMBL1991</td>\n",
       "      <td>1.797349e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>CHEMBL1993</td>\n",
       "      <td>1.566229e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>CHEMBL1994</td>\n",
       "      <td>6.423185e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>CHEMBL1995</td>\n",
       "      <td>7.842947e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>CHEMBL1997</td>\n",
       "      <td>8.385338e-54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>CHEMBL2000</td>\n",
       "      <td>6.750344e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>CHEMBL2001</td>\n",
       "      <td>3.670973e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>CHEMBL2002</td>\n",
       "      <td>1.443376e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>CHEMBL2003</td>\n",
       "      <td>6.926913e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>CHEMBL2004</td>\n",
       "      <td>3.136311e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>CHEMBL2007</td>\n",
       "      <td>2.707852e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>CHEMBL2007625</td>\n",
       "      <td>2.722853e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>CHEMBL2007628</td>\n",
       "      <td>1.238972e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>CHEMBL2008</td>\n",
       "      <td>1.462558e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>CHEMBL2009</td>\n",
       "      <td>7.148955e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>CHEMBL2010631</td>\n",
       "      <td>4.323847e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>CHEMBL2010635</td>\n",
       "      <td>2.591236e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>CHEMBL2010636</td>\n",
       "      <td>4.151137e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>CHEMBL2014</td>\n",
       "      <td>2.020871e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>CHEMBL2015</td>\n",
       "      <td>1.634281e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>CHEMBL2016</td>\n",
       "      <td>4.226016e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>CHEMBL202</td>\n",
       "      <td>1.908265e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>CHEMBL2021745</td>\n",
       "      <td>2.974848e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>CHEMBL2023</td>\n",
       "      <td>1.103036e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>CHEMBL2024</td>\n",
       "      <td>3.014649e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>CHEMBL2026</td>\n",
       "      <td>4.286698e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>CHEMBL2027</td>\n",
       "      <td>5.084888e-43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>CHEMBL2028</td>\n",
       "      <td>1.175523e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>CHEMBL203</td>\n",
       "      <td>6.936240e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>CHEMBL2034</td>\n",
       "      <td>1.074080e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>CHEMBL2034805</td>\n",
       "      <td>2.813890e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>CHEMBL2035</td>\n",
       "      <td>2.151175e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>CHEMBL2039</td>\n",
       "      <td>7.076095e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>CHEMBL204</td>\n",
       "      <td>4.278741e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>CHEMBL2041</td>\n",
       "      <td>2.525207e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>CHEMBL2046259</td>\n",
       "      <td>3.681016e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>CHEMBL2046264</td>\n",
       "      <td>2.851325e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>CHEMBL2047</td>\n",
       "      <td>2.719806e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>CHEMBL2049</td>\n",
       "      <td>1.316662e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>CHEMBL205</td>\n",
       "      <td>2.597861e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>CHEMBL2051</td>\n",
       "      <td>1.739016e-57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>CHEMBL2052038</td>\n",
       "      <td>3.875258e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>CHEMBL2052039</td>\n",
       "      <td>3.071132e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>CHEMBL2055</td>\n",
       "      <td>6.687885e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>CHEMBL2056</td>\n",
       "      <td>2.296062e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>CHEMBL206</td>\n",
       "      <td>1.868139e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>CHEMBL2061</td>\n",
       "      <td>5.869628e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>CHEMBL2063</td>\n",
       "      <td>1.254866e-48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>CHEMBL2065</td>\n",
       "      <td>9.280643e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>CHEMBL2068</td>\n",
       "      <td>4.722605e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>CHEMBL2069</td>\n",
       "      <td>3.617477e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>CHEMBL2069161</td>\n",
       "      <td>7.622976e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>CHEMBL2073</td>\n",
       "      <td>8.250911e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>CHEMBL2074</td>\n",
       "      <td>3.276387e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>CHEMBL208</td>\n",
       "      <td>2.462771e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>CHEMBL2083</td>\n",
       "      <td>4.541489e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>CHEMBL2085</td>\n",
       "      <td>3.763978e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>CHEMBL2088</td>\n",
       "      <td>6.614013e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>CHEMBL209</td>\n",
       "      <td>2.121244e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>CHEMBL210</td>\n",
       "      <td>9.940027e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>CHEMBL2107</td>\n",
       "      <td>6.656170e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>CHEMBL211</td>\n",
       "      <td>7.064671e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>CHEMBL2123</td>\n",
       "      <td>1.478094e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>CHEMBL2128</td>\n",
       "      <td>2.491464e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>CHEMBL2129</td>\n",
       "      <td>1.322101e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>CHEMBL213</td>\n",
       "      <td>7.472404e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>CHEMBL2135</td>\n",
       "      <td>2.605932e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>CHEMBL214</td>\n",
       "      <td>2.656275e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>CHEMBL2145</td>\n",
       "      <td>1.043660e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>CHEMBL2147</td>\n",
       "      <td>8.509863e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>CHEMBL2148</td>\n",
       "      <td>3.029984e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>CHEMBL215</td>\n",
       "      <td>6.671929e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>CHEMBL216</td>\n",
       "      <td>2.411623e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>CHEMBL217</td>\n",
       "      <td>1.435787e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>CHEMBL2179</td>\n",
       "      <td>2.277262e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>CHEMBL218</td>\n",
       "      <td>2.321669e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>CHEMBL2181</td>\n",
       "      <td>5.274594e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>CHEMBL2182</td>\n",
       "      <td>6.686823e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>CHEMBL2185</td>\n",
       "      <td>1.003390e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>CHEMBL2186</td>\n",
       "      <td>4.556489e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>CHEMBL2188</td>\n",
       "      <td>1.659932e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>CHEMBL2189110</td>\n",
       "      <td>3.973833e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>CHEMBL2189162</td>\n",
       "      <td>2.573812e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>CHEMBL219</td>\n",
       "      <td>2.192197e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>CHEMBL220</td>\n",
       "      <td>6.959690e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>CHEMBL2200</td>\n",
       "      <td>1.571625e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>CHEMBL2203</td>\n",
       "      <td>6.656612e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>CHEMBL2208</td>\n",
       "      <td>4.048580e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>CHEMBL221</td>\n",
       "      <td>3.534534e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>CHEMBL2216739</td>\n",
       "      <td>7.086497e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>CHEMBL2219</td>\n",
       "      <td>1.164517e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>CHEMBL222</td>\n",
       "      <td>6.677403e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>CHEMBL223</td>\n",
       "      <td>1.880051e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>CHEMBL2231</td>\n",
       "      <td>8.156988e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>CHEMBL2238</td>\n",
       "      <td>1.917377e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>CHEMBL224</td>\n",
       "      <td>1.023644e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>CHEMBL2243</td>\n",
       "      <td>2.816177e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>CHEMBL225</td>\n",
       "      <td>1.621390e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>CHEMBL2250</td>\n",
       "      <td>2.240938e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>CHEMBL2252</td>\n",
       "      <td>2.050919e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>CHEMBL226</td>\n",
       "      <td>3.899666e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>CHEMBL2265</td>\n",
       "      <td>7.780196e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>CHEMBL227</td>\n",
       "      <td>2.951321e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>CHEMBL2274</td>\n",
       "      <td>5.985535e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>CHEMBL2275</td>\n",
       "      <td>1.066511e-43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>CHEMBL2276</td>\n",
       "      <td>2.387750e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>CHEMBL228</td>\n",
       "      <td>3.149526e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>CHEMBL2283</td>\n",
       "      <td>7.907925e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>CHEMBL2284</td>\n",
       "      <td>1.605027e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>CHEMBL2285</td>\n",
       "      <td>7.421321e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>CHEMBL2288</td>\n",
       "      <td>4.687064e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>CHEMBL2289</td>\n",
       "      <td>1.605719e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>CHEMBL229</td>\n",
       "      <td>2.182726e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>CHEMBL2292</td>\n",
       "      <td>7.054112e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>CHEMBL230</td>\n",
       "      <td>8.320442e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>CHEMBL2304401</td>\n",
       "      <td>3.012415e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>CHEMBL2304402</td>\n",
       "      <td>1.574337e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>CHEMBL2304404</td>\n",
       "      <td>9.596425e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>CHEMBL231</td>\n",
       "      <td>3.888785e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>CHEMBL2318</td>\n",
       "      <td>2.304651e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>CHEMBL2319</td>\n",
       "      <td>8.270774e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>CHEMBL232</td>\n",
       "      <td>1.868195e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>CHEMBL2321613</td>\n",
       "      <td>9.281320e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>CHEMBL2321614</td>\n",
       "      <td>1.729889e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>CHEMBL2323</td>\n",
       "      <td>9.251083e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>CHEMBL2326</td>\n",
       "      <td>3.793964e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>CHEMBL2327</td>\n",
       "      <td>2.438183e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>CHEMBL2329</td>\n",
       "      <td>1.339923e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>CHEMBL233</td>\n",
       "      <td>8.357881e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>CHEMBL2331</td>\n",
       "      <td>1.367480e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>CHEMBL2331053</td>\n",
       "      <td>1.650840e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>CHEMBL2334</td>\n",
       "      <td>2.863349e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>CHEMBL2335</td>\n",
       "      <td>6.533308e-61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>CHEMBL2336</td>\n",
       "      <td>1.632574e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>CHEMBL2337</td>\n",
       "      <td>3.870574e-46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>CHEMBL234</td>\n",
       "      <td>2.426614e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>CHEMBL2343</td>\n",
       "      <td>1.092367e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>CHEMBL2345</td>\n",
       "      <td>8.556583e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>CHEMBL2349</td>\n",
       "      <td>6.839236e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>CHEMBL235</td>\n",
       "      <td>2.583939e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>CHEMBL236</td>\n",
       "      <td>1.030533e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>325</th>\n",
       "      <td>CHEMBL2360</td>\n",
       "      <td>2.223054e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>CHEMBL2361</td>\n",
       "      <td>2.107685e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>327</th>\n",
       "      <td>CHEMBL2363</td>\n",
       "      <td>6.685026e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>CHEMBL2366</td>\n",
       "      <td>2.694532e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>CHEMBL2366408</td>\n",
       "      <td>5.540840e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>330</th>\n",
       "      <td>CHEMBL2366456</td>\n",
       "      <td>5.800801e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>331</th>\n",
       "      <td>CHEMBL2366461</td>\n",
       "      <td>3.789476e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>CHEMBL2366472</td>\n",
       "      <td>4.441290e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>333</th>\n",
       "      <td>CHEMBL2366481</td>\n",
       "      <td>2.537998e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>CHEMBL2366505</td>\n",
       "      <td>1.813157e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>CHEMBL2366512</td>\n",
       "      <td>1.351600e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>336</th>\n",
       "      <td>CHEMBL2366516</td>\n",
       "      <td>1.072540e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>337</th>\n",
       "      <td>CHEMBL2366517</td>\n",
       "      <td>5.250563e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>338</th>\n",
       "      <td>CHEMBL2367</td>\n",
       "      <td>5.538876e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>339</th>\n",
       "      <td>CHEMBL237</td>\n",
       "      <td>1.678641e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>340</th>\n",
       "      <td>CHEMBL2370</td>\n",
       "      <td>3.108475e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341</th>\n",
       "      <td>CHEMBL2372</td>\n",
       "      <td>7.206987e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>342</th>\n",
       "      <td>CHEMBL2373</td>\n",
       "      <td>2.185264e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>343</th>\n",
       "      <td>CHEMBL238</td>\n",
       "      <td>1.809692e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>344</th>\n",
       "      <td>CHEMBL2382</td>\n",
       "      <td>4.380418e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>345</th>\n",
       "      <td>CHEMBL2383</td>\n",
       "      <td>2.518743e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>346</th>\n",
       "      <td>CHEMBL2384</td>\n",
       "      <td>1.652548e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>347</th>\n",
       "      <td>CHEMBL2386</td>\n",
       "      <td>1.178941e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>348</th>\n",
       "      <td>CHEMBL239</td>\n",
       "      <td>8.632604e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>349</th>\n",
       "      <td>CHEMBL2391</td>\n",
       "      <td>5.752242e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>350</th>\n",
       "      <td>CHEMBL2392</td>\n",
       "      <td>2.452050e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>351</th>\n",
       "      <td>CHEMBL2397</td>\n",
       "      <td>2.774535e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>352</th>\n",
       "      <td>CHEMBL240</td>\n",
       "      <td>9.800960e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>353</th>\n",
       "      <td>CHEMBL2407</td>\n",
       "      <td>2.053157e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>354</th>\n",
       "      <td>CHEMBL2409</td>\n",
       "      <td>3.981393e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>355</th>\n",
       "      <td>CHEMBL241</td>\n",
       "      <td>8.308292e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>356</th>\n",
       "      <td>CHEMBL2411</td>\n",
       "      <td>7.365868e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>357</th>\n",
       "      <td>CHEMBL2413</td>\n",
       "      <td>1.311362e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>358</th>\n",
       "      <td>CHEMBL2414</td>\n",
       "      <td>7.365120e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>359</th>\n",
       "      <td>CHEMBL242</td>\n",
       "      <td>7.371693e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>CHEMBL2424</td>\n",
       "      <td>5.980165e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>CHEMBL2425</td>\n",
       "      <td>4.981891e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>CHEMBL2426</td>\n",
       "      <td>4.610063e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>CHEMBL2428</td>\n",
       "      <td>1.488127e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>CHEMBL243</td>\n",
       "      <td>9.203439e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>CHEMBL2431</td>\n",
       "      <td>7.186985e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>366</th>\n",
       "      <td>CHEMBL2434</td>\n",
       "      <td>1.363734e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>367</th>\n",
       "      <td>CHEMBL2439</td>\n",
       "      <td>1.860809e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>368</th>\n",
       "      <td>CHEMBL244</td>\n",
       "      <td>4.079488e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>369</th>\n",
       "      <td>CHEMBL2447</td>\n",
       "      <td>9.743818e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>370</th>\n",
       "      <td>CHEMBL245</td>\n",
       "      <td>1.750099e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>371</th>\n",
       "      <td>CHEMBL2458</td>\n",
       "      <td>9.992957e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>372</th>\n",
       "      <td>CHEMBL2459</td>\n",
       "      <td>3.091432e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>373</th>\n",
       "      <td>CHEMBL246</td>\n",
       "      <td>4.233873e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>374</th>\n",
       "      <td>CHEMBL2461</td>\n",
       "      <td>8.604816e-53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375</th>\n",
       "      <td>CHEMBL2468</td>\n",
       "      <td>1.546492e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>376</th>\n",
       "      <td>CHEMBL247</td>\n",
       "      <td>9.326325e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>377</th>\n",
       "      <td>CHEMBL2470</td>\n",
       "      <td>1.037048e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>378</th>\n",
       "      <td>CHEMBL2474</td>\n",
       "      <td>4.155646e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>379</th>\n",
       "      <td>CHEMBL2476</td>\n",
       "      <td>7.239739e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>380</th>\n",
       "      <td>CHEMBL248</td>\n",
       "      <td>1.597380e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>381</th>\n",
       "      <td>CHEMBL2480</td>\n",
       "      <td>7.251333e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>382</th>\n",
       "      <td>CHEMBL2487</td>\n",
       "      <td>1.903283e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>383</th>\n",
       "      <td>CHEMBL2488</td>\n",
       "      <td>5.114462e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>384</th>\n",
       "      <td>CHEMBL2489</td>\n",
       "      <td>6.875060e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>385</th>\n",
       "      <td>CHEMBL249</td>\n",
       "      <td>5.704593e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>386</th>\n",
       "      <td>CHEMBL2490</td>\n",
       "      <td>7.101539e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>387</th>\n",
       "      <td>CHEMBL2492</td>\n",
       "      <td>2.674449e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>388</th>\n",
       "      <td>CHEMBL2493</td>\n",
       "      <td>3.134584e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>389</th>\n",
       "      <td>CHEMBL2496</td>\n",
       "      <td>1.529376e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>390</th>\n",
       "      <td>CHEMBL2499</td>\n",
       "      <td>1.193574e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>391</th>\n",
       "      <td>CHEMBL250</td>\n",
       "      <td>1.014505e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>392</th>\n",
       "      <td>CHEMBL251</td>\n",
       "      <td>3.464037e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>393</th>\n",
       "      <td>CHEMBL252</td>\n",
       "      <td>2.936040e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>394</th>\n",
       "      <td>CHEMBL2524</td>\n",
       "      <td>3.111741e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>395</th>\n",
       "      <td>CHEMBL2525</td>\n",
       "      <td>5.244046e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>396</th>\n",
       "      <td>CHEMBL2526</td>\n",
       "      <td>5.141470e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>397</th>\n",
       "      <td>CHEMBL2527</td>\n",
       "      <td>2.728963e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>398</th>\n",
       "      <td>CHEMBL2528</td>\n",
       "      <td>3.437867e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>399</th>\n",
       "      <td>CHEMBL253</td>\n",
       "      <td>8.484798e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>400</th>\n",
       "      <td>CHEMBL2534</td>\n",
       "      <td>1.523453e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>401</th>\n",
       "      <td>CHEMBL2535</td>\n",
       "      <td>5.820637e-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>402</th>\n",
       "      <td>CHEMBL2536</td>\n",
       "      <td>3.224298e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>403</th>\n",
       "      <td>CHEMBL254</td>\n",
       "      <td>6.073566e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>CHEMBL2543</td>\n",
       "      <td>7.115525e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>405</th>\n",
       "      <td>CHEMBL255</td>\n",
       "      <td>2.192198e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>406</th>\n",
       "      <td>CHEMBL2552</td>\n",
       "      <td>3.043453e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>407</th>\n",
       "      <td>CHEMBL2553</td>\n",
       "      <td>2.555981e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>408</th>\n",
       "      <td>CHEMBL2555</td>\n",
       "      <td>5.429539e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>409</th>\n",
       "      <td>CHEMBL256</td>\n",
       "      <td>5.850515e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>410</th>\n",
       "      <td>CHEMBL2563</td>\n",
       "      <td>5.193277e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>411</th>\n",
       "      <td>CHEMBL2564</td>\n",
       "      <td>3.623126e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>412</th>\n",
       "      <td>CHEMBL2567</td>\n",
       "      <td>1.246574e-66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>413</th>\n",
       "      <td>CHEMBL2568</td>\n",
       "      <td>1.343265e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>414</th>\n",
       "      <td>CHEMBL2569</td>\n",
       "      <td>3.051601e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>415</th>\n",
       "      <td>CHEMBL257</td>\n",
       "      <td>6.044892e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>416</th>\n",
       "      <td>CHEMBL2570</td>\n",
       "      <td>6.360867e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>417</th>\n",
       "      <td>CHEMBL2573</td>\n",
       "      <td>6.958952e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>418</th>\n",
       "      <td>CHEMBL2575</td>\n",
       "      <td>8.071591e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>419</th>\n",
       "      <td>CHEMBL2577</td>\n",
       "      <td>3.904648e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>420</th>\n",
       "      <td>CHEMBL2578</td>\n",
       "      <td>6.649126e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>421</th>\n",
       "      <td>CHEMBL258</td>\n",
       "      <td>1.328841e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>422</th>\n",
       "      <td>CHEMBL2581</td>\n",
       "      <td>1.032454e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>423</th>\n",
       "      <td>CHEMBL259</td>\n",
       "      <td>2.480310e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>424</th>\n",
       "      <td>CHEMBL2590</td>\n",
       "      <td>2.696163e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>425</th>\n",
       "      <td>CHEMBL2593</td>\n",
       "      <td>4.535777e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>426</th>\n",
       "      <td>CHEMBL2595</td>\n",
       "      <td>1.879864e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>427</th>\n",
       "      <td>CHEMBL2598</td>\n",
       "      <td>1.047837e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>428</th>\n",
       "      <td>CHEMBL2599</td>\n",
       "      <td>7.093158e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>429</th>\n",
       "      <td>CHEMBL260</td>\n",
       "      <td>2.137361e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>430</th>\n",
       "      <td>CHEMBL2608</td>\n",
       "      <td>8.179823e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>431</th>\n",
       "      <td>CHEMBL261</td>\n",
       "      <td>8.961292e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>432</th>\n",
       "      <td>CHEMBL2617</td>\n",
       "      <td>2.137921e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>433</th>\n",
       "      <td>CHEMBL262</td>\n",
       "      <td>1.782585e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>434</th>\n",
       "      <td>CHEMBL2622</td>\n",
       "      <td>1.587798e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>435</th>\n",
       "      <td>CHEMBL2623</td>\n",
       "      <td>1.001816e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>436</th>\n",
       "      <td>CHEMBL2625</td>\n",
       "      <td>2.373255e-52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>437</th>\n",
       "      <td>CHEMBL2627</td>\n",
       "      <td>4.396498e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>438</th>\n",
       "      <td>CHEMBL263</td>\n",
       "      <td>1.862975e-43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>439</th>\n",
       "      <td>CHEMBL2634</td>\n",
       "      <td>1.596043e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>440</th>\n",
       "      <td>CHEMBL2635</td>\n",
       "      <td>1.148195e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>441</th>\n",
       "      <td>CHEMBL2637</td>\n",
       "      <td>6.425782e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>442</th>\n",
       "      <td>CHEMBL264</td>\n",
       "      <td>2.117085e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>443</th>\n",
       "      <td>CHEMBL2649</td>\n",
       "      <td>2.335107e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>444</th>\n",
       "      <td>CHEMBL265</td>\n",
       "      <td>1.284046e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>445</th>\n",
       "      <td>CHEMBL2652</td>\n",
       "      <td>6.835195e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>446</th>\n",
       "      <td>CHEMBL2654</td>\n",
       "      <td>1.519210e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>447</th>\n",
       "      <td>CHEMBL266</td>\n",
       "      <td>6.656160e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>448</th>\n",
       "      <td>CHEMBL2664</td>\n",
       "      <td>5.107029e-47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>449</th>\n",
       "      <td>CHEMBL267</td>\n",
       "      <td>2.144609e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>450</th>\n",
       "      <td>CHEMBL2672</td>\n",
       "      <td>1.309732e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>451</th>\n",
       "      <td>CHEMBL2676</td>\n",
       "      <td>4.966067e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>452</th>\n",
       "      <td>CHEMBL268</td>\n",
       "      <td>7.366682e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>453</th>\n",
       "      <td>CHEMBL2689</td>\n",
       "      <td>2.737974e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>454</th>\n",
       "      <td>CHEMBL269</td>\n",
       "      <td>1.604001e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>455</th>\n",
       "      <td>CHEMBL2693</td>\n",
       "      <td>1.229073e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>456</th>\n",
       "      <td>CHEMBL2695</td>\n",
       "      <td>9.737438e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>457</th>\n",
       "      <td>CHEMBL270</td>\n",
       "      <td>7.708068e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>458</th>\n",
       "      <td>CHEMBL2706</td>\n",
       "      <td>3.845599e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>459</th>\n",
       "      <td>CHEMBL2708</td>\n",
       "      <td>2.085765e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>460</th>\n",
       "      <td>CHEMBL2714</td>\n",
       "      <td>2.343951e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>461</th>\n",
       "      <td>CHEMBL2716</td>\n",
       "      <td>2.653772e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>462</th>\n",
       "      <td>CHEMBL2717</td>\n",
       "      <td>2.475909e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>463</th>\n",
       "      <td>CHEMBL2721</td>\n",
       "      <td>7.922171e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>464</th>\n",
       "      <td>CHEMBL2722</td>\n",
       "      <td>1.631701e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>465</th>\n",
       "      <td>CHEMBL2724</td>\n",
       "      <td>4.689713e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>466</th>\n",
       "      <td>CHEMBL2725</td>\n",
       "      <td>1.234144e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>467</th>\n",
       "      <td>CHEMBL273</td>\n",
       "      <td>8.976817e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>468</th>\n",
       "      <td>CHEMBL2730</td>\n",
       "      <td>1.822741e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>469</th>\n",
       "      <td>CHEMBL2731</td>\n",
       "      <td>3.883749e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>470</th>\n",
       "      <td>CHEMBL2734</td>\n",
       "      <td>3.104181e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>471</th>\n",
       "      <td>CHEMBL2736</td>\n",
       "      <td>5.623519e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>472</th>\n",
       "      <td>CHEMBL2738</td>\n",
       "      <td>3.359977e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>473</th>\n",
       "      <td>CHEMBL274</td>\n",
       "      <td>1.450983e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>474</th>\n",
       "      <td>CHEMBL2742</td>\n",
       "      <td>7.165494e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>475</th>\n",
       "      <td>CHEMBL2748</td>\n",
       "      <td>4.709260e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>476</th>\n",
       "      <td>CHEMBL2749</td>\n",
       "      <td>7.343441e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>477</th>\n",
       "      <td>CHEMBL275</td>\n",
       "      <td>6.606799e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>478</th>\n",
       "      <td>CHEMBL2755</td>\n",
       "      <td>1.632280e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>479</th>\n",
       "      <td>CHEMBL2756</td>\n",
       "      <td>6.306323e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>480</th>\n",
       "      <td>CHEMBL2758</td>\n",
       "      <td>1.024573e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>481</th>\n",
       "      <td>CHEMBL276</td>\n",
       "      <td>8.630917e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>482</th>\n",
       "      <td>CHEMBL277</td>\n",
       "      <td>1.940313e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>483</th>\n",
       "      <td>CHEMBL2778</td>\n",
       "      <td>8.783941e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>484</th>\n",
       "      <td>CHEMBL278</td>\n",
       "      <td>2.534662e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>485</th>\n",
       "      <td>CHEMBL2781</td>\n",
       "      <td>1.010519e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>486</th>\n",
       "      <td>CHEMBL2782</td>\n",
       "      <td>1.036666e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>487</th>\n",
       "      <td>CHEMBL2787</td>\n",
       "      <td>5.942555e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>488</th>\n",
       "      <td>CHEMBL2789</td>\n",
       "      <td>4.959475e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>489</th>\n",
       "      <td>CHEMBL279</td>\n",
       "      <td>6.342427e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>490</th>\n",
       "      <td>CHEMBL2793</td>\n",
       "      <td>1.213744e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>491</th>\n",
       "      <td>CHEMBL2799</td>\n",
       "      <td>2.009310e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>492</th>\n",
       "      <td>CHEMBL280</td>\n",
       "      <td>1.452025e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>493</th>\n",
       "      <td>CHEMBL2801</td>\n",
       "      <td>5.805996e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>494</th>\n",
       "      <td>CHEMBL2802</td>\n",
       "      <td>1.167066e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>495</th>\n",
       "      <td>CHEMBL2803</td>\n",
       "      <td>1.594926e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>496</th>\n",
       "      <td>CHEMBL2808</td>\n",
       "      <td>4.910728e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>497</th>\n",
       "      <td>CHEMBL281</td>\n",
       "      <td>1.508080e-43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>498</th>\n",
       "      <td>CHEMBL2810</td>\n",
       "      <td>1.004422e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>499</th>\n",
       "      <td>CHEMBL2815</td>\n",
       "      <td>5.794023e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>500</th>\n",
       "      <td>CHEMBL2820</td>\n",
       "      <td>1.558807e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>501</th>\n",
       "      <td>CHEMBL2828</td>\n",
       "      <td>8.300645e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>502</th>\n",
       "      <td>CHEMBL283</td>\n",
       "      <td>8.133329e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>503</th>\n",
       "      <td>CHEMBL2830</td>\n",
       "      <td>4.373861e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>504</th>\n",
       "      <td>CHEMBL2835</td>\n",
       "      <td>7.841699e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>505</th>\n",
       "      <td>CHEMBL284</td>\n",
       "      <td>2.982194e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>506</th>\n",
       "      <td>CHEMBL2842</td>\n",
       "      <td>4.554892e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>507</th>\n",
       "      <td>CHEMBL285</td>\n",
       "      <td>1.380781e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>508</th>\n",
       "      <td>CHEMBL2850</td>\n",
       "      <td>2.682155e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>509</th>\n",
       "      <td>CHEMBL2851</td>\n",
       "      <td>2.441852e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>510</th>\n",
       "      <td>CHEMBL2854</td>\n",
       "      <td>1.787678e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>511</th>\n",
       "      <td>CHEMBL2857</td>\n",
       "      <td>2.832825e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>512</th>\n",
       "      <td>CHEMBL2858</td>\n",
       "      <td>2.387522e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>513</th>\n",
       "      <td>CHEMBL286</td>\n",
       "      <td>9.755728e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>514</th>\n",
       "      <td>CHEMBL2860</td>\n",
       "      <td>3.172357e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>515</th>\n",
       "      <td>CHEMBL2864</td>\n",
       "      <td>1.489391e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>516</th>\n",
       "      <td>CHEMBL2866</td>\n",
       "      <td>1.096722e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>517</th>\n",
       "      <td>CHEMBL2868</td>\n",
       "      <td>1.956455e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>518</th>\n",
       "      <td>CHEMBL287</td>\n",
       "      <td>7.137281e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>519</th>\n",
       "      <td>CHEMBL2870</td>\n",
       "      <td>3.585277e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>520</th>\n",
       "      <td>CHEMBL2871</td>\n",
       "      <td>1.402621e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>521</th>\n",
       "      <td>CHEMBL2872</td>\n",
       "      <td>4.863763e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>522</th>\n",
       "      <td>CHEMBL2873</td>\n",
       "      <td>1.007150e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>523</th>\n",
       "      <td>CHEMBL2878</td>\n",
       "      <td>2.920640e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>524</th>\n",
       "      <td>CHEMBL288</td>\n",
       "      <td>5.935342e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>525</th>\n",
       "      <td>CHEMBL2882</td>\n",
       "      <td>1.793024e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>526</th>\n",
       "      <td>CHEMBL2885</td>\n",
       "      <td>1.406852e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>527</th>\n",
       "      <td>CHEMBL2888</td>\n",
       "      <td>6.587355e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>528</th>\n",
       "      <td>CHEMBL2889</td>\n",
       "      <td>3.448953e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>529</th>\n",
       "      <td>CHEMBL289</td>\n",
       "      <td>2.762894e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>530</th>\n",
       "      <td>CHEMBL2896</td>\n",
       "      <td>8.891110e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>531</th>\n",
       "      <td>CHEMBL290</td>\n",
       "      <td>1.345409e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>532</th>\n",
       "      <td>CHEMBL2902</td>\n",
       "      <td>5.644747e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>533</th>\n",
       "      <td>CHEMBL2903</td>\n",
       "      <td>2.243590e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>534</th>\n",
       "      <td>CHEMBL291</td>\n",
       "      <td>1.128292e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>535</th>\n",
       "      <td>CHEMBL2912</td>\n",
       "      <td>2.393025e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>536</th>\n",
       "      <td>CHEMBL2916</td>\n",
       "      <td>2.316046e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>CHEMBL2919</td>\n",
       "      <td>1.104576e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>CHEMBL2935</td>\n",
       "      <td>8.579535e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>CHEMBL2938</td>\n",
       "      <td>1.830048e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>CHEMBL2939</td>\n",
       "      <td>1.012802e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>CHEMBL2940</td>\n",
       "      <td>4.267643e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>CHEMBL2949</td>\n",
       "      <td>7.315545e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>CHEMBL2954</td>\n",
       "      <td>9.982670e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>CHEMBL2955</td>\n",
       "      <td>1.216366e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>CHEMBL2959</td>\n",
       "      <td>6.976891e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>CHEMBL2964</td>\n",
       "      <td>3.143029e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>CHEMBL2966</td>\n",
       "      <td>7.247796e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>CHEMBL2967</td>\n",
       "      <td>5.808741e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>CHEMBL2971</td>\n",
       "      <td>1.468150e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>CHEMBL2973</td>\n",
       "      <td>1.830930e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>CHEMBL2977</td>\n",
       "      <td>5.725192e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>CHEMBL2978</td>\n",
       "      <td>1.695394e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>CHEMBL298</td>\n",
       "      <td>9.400664e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>CHEMBL2980</td>\n",
       "      <td>9.169764e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>CHEMBL2982</td>\n",
       "      <td>1.103605e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>CHEMBL299</td>\n",
       "      <td>8.115782e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>CHEMBL2991</td>\n",
       "      <td>1.791638e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>CHEMBL2993</td>\n",
       "      <td>1.252039e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>CHEMBL2996</td>\n",
       "      <td>2.719815e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>CHEMBL2998</td>\n",
       "      <td>7.527649e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>CHEMBL3004</td>\n",
       "      <td>1.360311e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>CHEMBL3009</td>\n",
       "      <td>5.375529e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>CHEMBL301</td>\n",
       "      <td>2.845000e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>CHEMBL3012</td>\n",
       "      <td>1.399985e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>CHEMBL3014</td>\n",
       "      <td>8.767553e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>CHEMBL3018</td>\n",
       "      <td>4.557079e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>567</th>\n",
       "      <td>CHEMBL302</td>\n",
       "      <td>5.399912e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>568</th>\n",
       "      <td>CHEMBL3023</td>\n",
       "      <td>3.490918e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>569</th>\n",
       "      <td>CHEMBL3024</td>\n",
       "      <td>2.982305e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>570</th>\n",
       "      <td>CHEMBL3025</td>\n",
       "      <td>1.150413e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>571</th>\n",
       "      <td>CHEMBL3028</td>\n",
       "      <td>1.187380e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>572</th>\n",
       "      <td>CHEMBL3032</td>\n",
       "      <td>4.232447e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>573</th>\n",
       "      <td>CHEMBL3034</td>\n",
       "      <td>3.891388e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>574</th>\n",
       "      <td>CHEMBL3037</td>\n",
       "      <td>3.515104e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>575</th>\n",
       "      <td>CHEMBL304</td>\n",
       "      <td>3.325433e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>576</th>\n",
       "      <td>CHEMBL3041</td>\n",
       "      <td>3.473391e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>577</th>\n",
       "      <td>CHEMBL3045</td>\n",
       "      <td>2.714803e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>578</th>\n",
       "      <td>CHEMBL3048</td>\n",
       "      <td>4.691602e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>579</th>\n",
       "      <td>CHEMBL3055</td>\n",
       "      <td>8.474126e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>580</th>\n",
       "      <td>CHEMBL3056</td>\n",
       "      <td>3.445403e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>581</th>\n",
       "      <td>CHEMBL3060</td>\n",
       "      <td>7.342250e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>582</th>\n",
       "      <td>CHEMBL3066</td>\n",
       "      <td>1.699582e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>583</th>\n",
       "      <td>CHEMBL3067</td>\n",
       "      <td>1.299931e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>584</th>\n",
       "      <td>CHEMBL3070</td>\n",
       "      <td>2.494383e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>585</th>\n",
       "      <td>CHEMBL3072</td>\n",
       "      <td>3.569530e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>586</th>\n",
       "      <td>CHEMBL308</td>\n",
       "      <td>9.159702e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>587</th>\n",
       "      <td>CHEMBL3081</td>\n",
       "      <td>3.583993e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>588</th>\n",
       "      <td>CHEMBL3085</td>\n",
       "      <td>1.994531e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>589</th>\n",
       "      <td>CHEMBL3085613</td>\n",
       "      <td>1.058213e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>590</th>\n",
       "      <td>CHEMBL309</td>\n",
       "      <td>3.852419e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>591</th>\n",
       "      <td>CHEMBL3094</td>\n",
       "      <td>6.018819e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>592</th>\n",
       "      <td>CHEMBL3100</td>\n",
       "      <td>2.653677e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>593</th>\n",
       "      <td>CHEMBL3105</td>\n",
       "      <td>2.273110e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>594</th>\n",
       "      <td>CHEMBL3106</td>\n",
       "      <td>1.131672e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>595</th>\n",
       "      <td>CHEMBL311</td>\n",
       "      <td>1.674627e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>596</th>\n",
       "      <td>CHEMBL3112387</td>\n",
       "      <td>1.289970e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>597</th>\n",
       "      <td>CHEMBL3114</td>\n",
       "      <td>2.467950e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>598</th>\n",
       "      <td>CHEMBL3116</td>\n",
       "      <td>2.220297e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>599</th>\n",
       "      <td>CHEMBL312</td>\n",
       "      <td>4.935700e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>600</th>\n",
       "      <td>CHEMBL3122</td>\n",
       "      <td>2.664153e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>601</th>\n",
       "      <td>CHEMBL3125</td>\n",
       "      <td>1.665407e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>602</th>\n",
       "      <td>CHEMBL313</td>\n",
       "      <td>1.127123e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>603</th>\n",
       "      <td>CHEMBL3130</td>\n",
       "      <td>2.725223e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>604</th>\n",
       "      <td>CHEMBL3138</td>\n",
       "      <td>6.839928e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>605</th>\n",
       "      <td>CHEMBL3142</td>\n",
       "      <td>3.082159e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>606</th>\n",
       "      <td>CHEMBL3145</td>\n",
       "      <td>2.590095e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>607</th>\n",
       "      <td>CHEMBL315</td>\n",
       "      <td>5.809115e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>608</th>\n",
       "      <td>CHEMBL3150</td>\n",
       "      <td>4.798836e-52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>609</th>\n",
       "      <td>CHEMBL3151</td>\n",
       "      <td>3.951019e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>610</th>\n",
       "      <td>CHEMBL3155</td>\n",
       "      <td>2.662111e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>611</th>\n",
       "      <td>CHEMBL3156</td>\n",
       "      <td>2.535986e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>612</th>\n",
       "      <td>CHEMBL3157</td>\n",
       "      <td>2.655898e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>613</th>\n",
       "      <td>CHEMBL3160</td>\n",
       "      <td>2.089691e-53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>614</th>\n",
       "      <td>CHEMBL3166</td>\n",
       "      <td>3.881891e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>615</th>\n",
       "      <td>CHEMBL317</td>\n",
       "      <td>1.604419e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>616</th>\n",
       "      <td>CHEMBL3176</td>\n",
       "      <td>3.001833e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>617</th>\n",
       "      <td>CHEMBL318</td>\n",
       "      <td>1.582114e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>618</th>\n",
       "      <td>CHEMBL3180</td>\n",
       "      <td>1.942751e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>619</th>\n",
       "      <td>CHEMBL3181</td>\n",
       "      <td>6.218029e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>620</th>\n",
       "      <td>CHEMBL319</td>\n",
       "      <td>1.989498e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>621</th>\n",
       "      <td>CHEMBL3190</td>\n",
       "      <td>2.269949e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>622</th>\n",
       "      <td>CHEMBL3192</td>\n",
       "      <td>5.339974e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>623</th>\n",
       "      <td>CHEMBL3194</td>\n",
       "      <td>6.691387e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>624</th>\n",
       "      <td>CHEMBL3195</td>\n",
       "      <td>6.663016e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>625</th>\n",
       "      <td>CHEMBL3198</td>\n",
       "      <td>3.378172e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>626</th>\n",
       "      <td>CHEMBL3199</td>\n",
       "      <td>1.594012e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>627</th>\n",
       "      <td>CHEMBL320</td>\n",
       "      <td>2.141730e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>628</th>\n",
       "      <td>CHEMBL3201</td>\n",
       "      <td>3.541963e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>629</th>\n",
       "      <td>CHEMBL3202</td>\n",
       "      <td>1.226863e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>630</th>\n",
       "      <td>CHEMBL3203</td>\n",
       "      <td>2.745735e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>631</th>\n",
       "      <td>CHEMBL321</td>\n",
       "      <td>1.578496e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>632</th>\n",
       "      <td>CHEMBL322</td>\n",
       "      <td>1.063885e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>633</th>\n",
       "      <td>CHEMBL3222</td>\n",
       "      <td>2.626769e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>634</th>\n",
       "      <td>CHEMBL3223</td>\n",
       "      <td>7.144769e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>635</th>\n",
       "      <td>CHEMBL3227</td>\n",
       "      <td>6.192942e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>636</th>\n",
       "      <td>CHEMBL3229</td>\n",
       "      <td>7.986373e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>637</th>\n",
       "      <td>CHEMBL323</td>\n",
       "      <td>8.441722e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>638</th>\n",
       "      <td>CHEMBL3230</td>\n",
       "      <td>1.678048e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>639</th>\n",
       "      <td>CHEMBL3231</td>\n",
       "      <td>1.003918e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>640</th>\n",
       "      <td>CHEMBL3234</td>\n",
       "      <td>8.022993e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>641</th>\n",
       "      <td>CHEMBL3236</td>\n",
       "      <td>3.578101e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>642</th>\n",
       "      <td>CHEMBL3238</td>\n",
       "      <td>3.310329e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>643</th>\n",
       "      <td>CHEMBL324</td>\n",
       "      <td>6.530728e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>644</th>\n",
       "      <td>CHEMBL3241</td>\n",
       "      <td>5.860909e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>645</th>\n",
       "      <td>CHEMBL3242</td>\n",
       "      <td>6.138290e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>646</th>\n",
       "      <td>CHEMBL3243</td>\n",
       "      <td>1.482011e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>647</th>\n",
       "      <td>CHEMBL3243909</td>\n",
       "      <td>1.008794e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>648</th>\n",
       "      <td>CHEMBL3247</td>\n",
       "      <td>6.416153e-51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>649</th>\n",
       "      <td>CHEMBL325</td>\n",
       "      <td>1.159209e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>650</th>\n",
       "      <td>CHEMBL3250</td>\n",
       "      <td>8.866320e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>651</th>\n",
       "      <td>CHEMBL3251</td>\n",
       "      <td>1.907328e-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>652</th>\n",
       "      <td>CHEMBL3252</td>\n",
       "      <td>8.368392e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>653</th>\n",
       "      <td>CHEMBL3253</td>\n",
       "      <td>7.568623e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>654</th>\n",
       "      <td>CHEMBL3254</td>\n",
       "      <td>1.099380e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>655</th>\n",
       "      <td>CHEMBL326</td>\n",
       "      <td>7.695519e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>656</th>\n",
       "      <td>CHEMBL3262</td>\n",
       "      <td>1.743089e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>657</th>\n",
       "      <td>CHEMBL3263</td>\n",
       "      <td>6.297565e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>658</th>\n",
       "      <td>CHEMBL3267</td>\n",
       "      <td>8.270848e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>659</th>\n",
       "      <td>CHEMBL3268</td>\n",
       "      <td>8.278428e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>660</th>\n",
       "      <td>CHEMBL327</td>\n",
       "      <td>1.030775e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>661</th>\n",
       "      <td>CHEMBL3272</td>\n",
       "      <td>1.060631e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>662</th>\n",
       "      <td>CHEMBL3278</td>\n",
       "      <td>1.167381e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>663</th>\n",
       "      <td>CHEMBL3286</td>\n",
       "      <td>3.149836e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>664</th>\n",
       "      <td>CHEMBL329</td>\n",
       "      <td>4.005182e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>665</th>\n",
       "      <td>CHEMBL330</td>\n",
       "      <td>7.317930e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>666</th>\n",
       "      <td>CHEMBL3305</td>\n",
       "      <td>1.135647e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>667</th>\n",
       "      <td>CHEMBL3308</td>\n",
       "      <td>5.393719e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>668</th>\n",
       "      <td>CHEMBL331</td>\n",
       "      <td>5.215754e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>669</th>\n",
       "      <td>CHEMBL3310</td>\n",
       "      <td>8.544129e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>670</th>\n",
       "      <td>CHEMBL3313</td>\n",
       "      <td>5.086250e-51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>671</th>\n",
       "      <td>CHEMBL3314</td>\n",
       "      <td>6.054522e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>672</th>\n",
       "      <td>CHEMBL3318</td>\n",
       "      <td>8.662541e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>673</th>\n",
       "      <td>CHEMBL332</td>\n",
       "      <td>2.713249e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>674</th>\n",
       "      <td>CHEMBL3321</td>\n",
       "      <td>1.270659e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>675</th>\n",
       "      <td>CHEMBL3322</td>\n",
       "      <td>6.233325e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>676</th>\n",
       "      <td>CHEMBL3326</td>\n",
       "      <td>8.995089e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>677</th>\n",
       "      <td>CHEMBL333</td>\n",
       "      <td>4.716534e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>678</th>\n",
       "      <td>CHEMBL3332</td>\n",
       "      <td>5.560520e-47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>679</th>\n",
       "      <td>CHEMBL3333</td>\n",
       "      <td>2.963001e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>680</th>\n",
       "      <td>CHEMBL3337</td>\n",
       "      <td>4.042744e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>681</th>\n",
       "      <td>CHEMBL3338</td>\n",
       "      <td>1.742656e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>682</th>\n",
       "      <td>CHEMBL3344</td>\n",
       "      <td>7.631612e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>683</th>\n",
       "      <td>CHEMBL3345</td>\n",
       "      <td>1.119977e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>684</th>\n",
       "      <td>CHEMBL3348</td>\n",
       "      <td>2.898393e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>685</th>\n",
       "      <td>CHEMBL3349</td>\n",
       "      <td>2.927837e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>686</th>\n",
       "      <td>CHEMBL335</td>\n",
       "      <td>2.942917e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>687</th>\n",
       "      <td>CHEMBL3351</td>\n",
       "      <td>2.097994e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>688</th>\n",
       "      <td>CHEMBL3356</td>\n",
       "      <td>4.570473e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>689</th>\n",
       "      <td>CHEMBL3357</td>\n",
       "      <td>3.891986e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>690</th>\n",
       "      <td>CHEMBL3358</td>\n",
       "      <td>9.778316e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>691</th>\n",
       "      <td>CHEMBL3359</td>\n",
       "      <td>1.378814e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>692</th>\n",
       "      <td>CHEMBL3360</td>\n",
       "      <td>2.423494e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>693</th>\n",
       "      <td>CHEMBL3361</td>\n",
       "      <td>1.008455e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>694</th>\n",
       "      <td>CHEMBL3367</td>\n",
       "      <td>1.573290e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>695</th>\n",
       "      <td>CHEMBL3368</td>\n",
       "      <td>8.147456e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>696</th>\n",
       "      <td>CHEMBL3369</td>\n",
       "      <td>9.750467e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>697</th>\n",
       "      <td>CHEMBL3371</td>\n",
       "      <td>2.096255e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>698</th>\n",
       "      <td>CHEMBL3373</td>\n",
       "      <td>1.718071e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>699</th>\n",
       "      <td>CHEMBL3374</td>\n",
       "      <td>7.347545e-52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>700</th>\n",
       "      <td>CHEMBL3377</td>\n",
       "      <td>7.258129e-53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701</th>\n",
       "      <td>CHEMBL338</td>\n",
       "      <td>2.736938e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>702</th>\n",
       "      <td>CHEMBL3382</td>\n",
       "      <td>2.520915e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>703</th>\n",
       "      <td>CHEMBL3384</td>\n",
       "      <td>1.368324e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>704</th>\n",
       "      <td>CHEMBL339</td>\n",
       "      <td>4.218784e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>705</th>\n",
       "      <td>CHEMBL3392</td>\n",
       "      <td>1.507966e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>706</th>\n",
       "      <td>CHEMBL3394</td>\n",
       "      <td>4.417408e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>707</th>\n",
       "      <td>CHEMBL3397</td>\n",
       "      <td>1.018997e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>708</th>\n",
       "      <td>CHEMBL3399</td>\n",
       "      <td>3.695923e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>709</th>\n",
       "      <td>CHEMBL3399910</td>\n",
       "      <td>5.874817e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>710</th>\n",
       "      <td>CHEMBL340</td>\n",
       "      <td>3.122023e-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>711</th>\n",
       "      <td>CHEMBL3401</td>\n",
       "      <td>5.312927e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>712</th>\n",
       "      <td>CHEMBL3402</td>\n",
       "      <td>1.047047e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>713</th>\n",
       "      <td>CHEMBL3403</td>\n",
       "      <td>1.413721e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>714</th>\n",
       "      <td>CHEMBL3406</td>\n",
       "      <td>4.956169e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>715</th>\n",
       "      <td>CHEMBL3411</td>\n",
       "      <td>6.428941e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>716</th>\n",
       "      <td>CHEMBL3414</td>\n",
       "      <td>1.079179e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>717</th>\n",
       "      <td>CHEMBL3415</td>\n",
       "      <td>7.978528e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>718</th>\n",
       "      <td>CHEMBL3416</td>\n",
       "      <td>1.643549e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>719</th>\n",
       "      <td>CHEMBL3419</td>\n",
       "      <td>1.342790e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>720</th>\n",
       "      <td>CHEMBL3423</td>\n",
       "      <td>4.233929e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>721</th>\n",
       "      <td>CHEMBL3426</td>\n",
       "      <td>3.538329e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>722</th>\n",
       "      <td>CHEMBL3427</td>\n",
       "      <td>3.605537e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>723</th>\n",
       "      <td>CHEMBL3429</td>\n",
       "      <td>4.506275e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>724</th>\n",
       "      <td>CHEMBL3437</td>\n",
       "      <td>1.054958e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>725</th>\n",
       "      <td>CHEMBL3438</td>\n",
       "      <td>9.853284e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>726</th>\n",
       "      <td>CHEMBL3439</td>\n",
       "      <td>3.868053e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>727</th>\n",
       "      <td>CHEMBL344</td>\n",
       "      <td>8.388800e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>728</th>\n",
       "      <td>CHEMBL3446</td>\n",
       "      <td>1.548603e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>729</th>\n",
       "      <td>CHEMBL3455</td>\n",
       "      <td>6.238844e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>730</th>\n",
       "      <td>CHEMBL3457</td>\n",
       "      <td>1.492417e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>731</th>\n",
       "      <td>CHEMBL3459</td>\n",
       "      <td>4.393751e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>732</th>\n",
       "      <td>CHEMBL3464</td>\n",
       "      <td>3.571597e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>733</th>\n",
       "      <td>CHEMBL3465</td>\n",
       "      <td>4.800782e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>734</th>\n",
       "      <td>CHEMBL3467</td>\n",
       "      <td>1.472751e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>735</th>\n",
       "      <td>CHEMBL3468</td>\n",
       "      <td>1.058754e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>736</th>\n",
       "      <td>CHEMBL3471</td>\n",
       "      <td>4.735742e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>737</th>\n",
       "      <td>CHEMBL3473</td>\n",
       "      <td>1.153412e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>738</th>\n",
       "      <td>CHEMBL3474</td>\n",
       "      <td>8.077612e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>739</th>\n",
       "      <td>CHEMBL3475</td>\n",
       "      <td>4.649048e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740</th>\n",
       "      <td>CHEMBL3476</td>\n",
       "      <td>5.100120e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>741</th>\n",
       "      <td>CHEMBL3478</td>\n",
       "      <td>1.984821e-47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>742</th>\n",
       "      <td>CHEMBL3481</td>\n",
       "      <td>4.957756e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>743</th>\n",
       "      <td>CHEMBL3486</td>\n",
       "      <td>1.801650e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>744</th>\n",
       "      <td>CHEMBL3501</td>\n",
       "      <td>7.588943e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>745</th>\n",
       "      <td>CHEMBL3508</td>\n",
       "      <td>8.366022e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>746</th>\n",
       "      <td>CHEMBL3510</td>\n",
       "      <td>9.207195e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>747</th>\n",
       "      <td>CHEMBL3513</td>\n",
       "      <td>4.302132e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>748</th>\n",
       "      <td>CHEMBL3514</td>\n",
       "      <td>1.476363e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>749</th>\n",
       "      <td>CHEMBL3516</td>\n",
       "      <td>6.960038e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>750</th>\n",
       "      <td>CHEMBL3521</td>\n",
       "      <td>1.401947e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>751</th>\n",
       "      <td>CHEMBL3522</td>\n",
       "      <td>1.676625e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>752</th>\n",
       "      <td>CHEMBL3524</td>\n",
       "      <td>2.222646e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>753</th>\n",
       "      <td>CHEMBL3526</td>\n",
       "      <td>1.672876e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>754</th>\n",
       "      <td>CHEMBL3529</td>\n",
       "      <td>1.574960e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>755</th>\n",
       "      <td>CHEMBL3535</td>\n",
       "      <td>3.296912e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>756</th>\n",
       "      <td>CHEMBL3544</td>\n",
       "      <td>1.811980e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>757</th>\n",
       "      <td>CHEMBL3548</td>\n",
       "      <td>1.390012e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>758</th>\n",
       "      <td>CHEMBL3553</td>\n",
       "      <td>5.260682e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>759</th>\n",
       "      <td>CHEMBL3559</td>\n",
       "      <td>6.429122e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>760</th>\n",
       "      <td>CHEMBL3559643</td>\n",
       "      <td>1.074897e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>761</th>\n",
       "      <td>CHEMBL3563</td>\n",
       "      <td>5.318226e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>762</th>\n",
       "      <td>CHEMBL3565</td>\n",
       "      <td>2.698605e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>763</th>\n",
       "      <td>CHEMBL3568</td>\n",
       "      <td>1.951798e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>764</th>\n",
       "      <td>CHEMBL3569</td>\n",
       "      <td>2.647172e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>765</th>\n",
       "      <td>CHEMBL3571</td>\n",
       "      <td>1.483129e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>766</th>\n",
       "      <td>CHEMBL3572</td>\n",
       "      <td>5.015096e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>767</th>\n",
       "      <td>CHEMBL3577</td>\n",
       "      <td>1.026421e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>768</th>\n",
       "      <td>CHEMBL3582</td>\n",
       "      <td>1.369531e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>769</th>\n",
       "      <td>CHEMBL3587</td>\n",
       "      <td>1.523106e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>770</th>\n",
       "      <td>CHEMBL3589</td>\n",
       "      <td>2.760712e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>771</th>\n",
       "      <td>CHEMBL3590</td>\n",
       "      <td>2.236124e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>772</th>\n",
       "      <td>CHEMBL3593</td>\n",
       "      <td>7.054191e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>773</th>\n",
       "      <td>CHEMBL3594</td>\n",
       "      <td>2.439458e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>774</th>\n",
       "      <td>CHEMBL3597</td>\n",
       "      <td>2.021189e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>775</th>\n",
       "      <td>CHEMBL3602</td>\n",
       "      <td>1.250179e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>776</th>\n",
       "      <td>CHEMBL3604</td>\n",
       "      <td>2.928482e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>777</th>\n",
       "      <td>CHEMBL3607</td>\n",
       "      <td>2.295138e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>778</th>\n",
       "      <td>CHEMBL3614</td>\n",
       "      <td>6.116784e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>779</th>\n",
       "      <td>CHEMBL3616</td>\n",
       "      <td>9.287651e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>780</th>\n",
       "      <td>CHEMBL3622</td>\n",
       "      <td>1.254731e-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>781</th>\n",
       "      <td>CHEMBL3623</td>\n",
       "      <td>3.016217e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>782</th>\n",
       "      <td>CHEMBL3629</td>\n",
       "      <td>5.706947e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>783</th>\n",
       "      <td>CHEMBL3636</td>\n",
       "      <td>9.056756e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>784</th>\n",
       "      <td>CHEMBL3637</td>\n",
       "      <td>6.197346e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>785</th>\n",
       "      <td>CHEMBL3638</td>\n",
       "      <td>4.597982e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>786</th>\n",
       "      <td>CHEMBL3649</td>\n",
       "      <td>8.309896e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>787</th>\n",
       "      <td>CHEMBL3650</td>\n",
       "      <td>1.070988e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>788</th>\n",
       "      <td>CHEMBL3655</td>\n",
       "      <td>2.577965e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>789</th>\n",
       "      <td>CHEMBL3656</td>\n",
       "      <td>1.210002e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>790</th>\n",
       "      <td>CHEMBL3658</td>\n",
       "      <td>8.575974e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>791</th>\n",
       "      <td>CHEMBL3666</td>\n",
       "      <td>3.248904e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>792</th>\n",
       "      <td>CHEMBL3676</td>\n",
       "      <td>8.530543e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>793</th>\n",
       "      <td>CHEMBL3683</td>\n",
       "      <td>2.642943e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>794</th>\n",
       "      <td>CHEMBL3687</td>\n",
       "      <td>3.576141e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>795</th>\n",
       "      <td>CHEMBL3691</td>\n",
       "      <td>4.721537e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>796</th>\n",
       "      <td>CHEMBL3693</td>\n",
       "      <td>7.996305e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>797</th>\n",
       "      <td>CHEMBL3706</td>\n",
       "      <td>1.128507e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>798</th>\n",
       "      <td>CHEMBL3710</td>\n",
       "      <td>6.475935e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>799</th>\n",
       "      <td>CHEMBL3717</td>\n",
       "      <td>1.622349e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>800</th>\n",
       "      <td>CHEMBL3720</td>\n",
       "      <td>8.676674e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>801</th>\n",
       "      <td>CHEMBL3721</td>\n",
       "      <td>3.472029e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>802</th>\n",
       "      <td>CHEMBL3724</td>\n",
       "      <td>2.215027e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>803</th>\n",
       "      <td>CHEMBL3729</td>\n",
       "      <td>5.116132e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>804</th>\n",
       "      <td>CHEMBL3733</td>\n",
       "      <td>7.767238e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>805</th>\n",
       "      <td>CHEMBL3735</td>\n",
       "      <td>1.283370e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>806</th>\n",
       "      <td>CHEMBL3736</td>\n",
       "      <td>1.260860e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>807</th>\n",
       "      <td>CHEMBL3737</td>\n",
       "      <td>1.534485e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808</th>\n",
       "      <td>CHEMBL3738</td>\n",
       "      <td>5.097822e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>809</th>\n",
       "      <td>CHEMBL3740</td>\n",
       "      <td>1.767105e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>810</th>\n",
       "      <td>CHEMBL3744</td>\n",
       "      <td>9.366835e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>811</th>\n",
       "      <td>CHEMBL3746</td>\n",
       "      <td>2.027423e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>812</th>\n",
       "      <td>CHEMBL3753</td>\n",
       "      <td>3.989924e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>813</th>\n",
       "      <td>CHEMBL3754</td>\n",
       "      <td>3.389230e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>814</th>\n",
       "      <td>CHEMBL3759</td>\n",
       "      <td>1.355700e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>815</th>\n",
       "      <td>CHEMBL3761</td>\n",
       "      <td>4.542128e-54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>816</th>\n",
       "      <td>CHEMBL3764</td>\n",
       "      <td>1.326590e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>817</th>\n",
       "      <td>CHEMBL3766</td>\n",
       "      <td>5.439034e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>818</th>\n",
       "      <td>CHEMBL3768</td>\n",
       "      <td>3.181766e-54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>819</th>\n",
       "      <td>CHEMBL3769</td>\n",
       "      <td>6.548636e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>820</th>\n",
       "      <td>CHEMBL3771</td>\n",
       "      <td>2.340525e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>821</th>\n",
       "      <td>CHEMBL3772</td>\n",
       "      <td>1.341731e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>822</th>\n",
       "      <td>CHEMBL3775</td>\n",
       "      <td>1.371869e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>823</th>\n",
       "      <td>CHEMBL3776</td>\n",
       "      <td>5.072028e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>824</th>\n",
       "      <td>CHEMBL3778</td>\n",
       "      <td>4.582703e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>825</th>\n",
       "      <td>CHEMBL3780</td>\n",
       "      <td>7.712765e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>826</th>\n",
       "      <td>CHEMBL3783</td>\n",
       "      <td>2.264215e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>827</th>\n",
       "      <td>CHEMBL3784</td>\n",
       "      <td>1.222897e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>828</th>\n",
       "      <td>CHEMBL3785</td>\n",
       "      <td>5.418087e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>829</th>\n",
       "      <td>CHEMBL3788</td>\n",
       "      <td>9.663419e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>830</th>\n",
       "      <td>CHEMBL3795</td>\n",
       "      <td>5.725764e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>831</th>\n",
       "      <td>CHEMBL3797</td>\n",
       "      <td>1.341256e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>832</th>\n",
       "      <td>CHEMBL3798</td>\n",
       "      <td>2.536379e-51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>833</th>\n",
       "      <td>CHEMBL3802</td>\n",
       "      <td>3.564191e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>834</th>\n",
       "      <td>CHEMBL3807</td>\n",
       "      <td>3.615708e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>835</th>\n",
       "      <td>CHEMBL3813</td>\n",
       "      <td>3.764090e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>836</th>\n",
       "      <td>CHEMBL3815</td>\n",
       "      <td>1.866226e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>837</th>\n",
       "      <td>CHEMBL3816</td>\n",
       "      <td>1.070859e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>838</th>\n",
       "      <td>CHEMBL3817</td>\n",
       "      <td>5.164125e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>839</th>\n",
       "      <td>CHEMBL3819</td>\n",
       "      <td>1.435760e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>840</th>\n",
       "      <td>CHEMBL3820</td>\n",
       "      <td>4.517662e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>841</th>\n",
       "      <td>CHEMBL3829</td>\n",
       "      <td>3.184981e-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>842</th>\n",
       "      <td>CHEMBL3830</td>\n",
       "      <td>7.729041e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>843</th>\n",
       "      <td>CHEMBL3831</td>\n",
       "      <td>2.366577e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>844</th>\n",
       "      <td>CHEMBL3833</td>\n",
       "      <td>1.312002e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>845</th>\n",
       "      <td>CHEMBL3835</td>\n",
       "      <td>1.781637e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>846</th>\n",
       "      <td>CHEMBL3836</td>\n",
       "      <td>4.920569e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>847</th>\n",
       "      <td>CHEMBL3837</td>\n",
       "      <td>3.821183e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>848</th>\n",
       "      <td>CHEMBL3858</td>\n",
       "      <td>1.500535e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>849</th>\n",
       "      <td>CHEMBL3859</td>\n",
       "      <td>2.955480e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>850</th>\n",
       "      <td>CHEMBL3863</td>\n",
       "      <td>2.221651e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>851</th>\n",
       "      <td>CHEMBL3864</td>\n",
       "      <td>1.144223e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>852</th>\n",
       "      <td>CHEMBL3868</td>\n",
       "      <td>8.251622e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>853</th>\n",
       "      <td>CHEMBL3869</td>\n",
       "      <td>1.893277e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>854</th>\n",
       "      <td>CHEMBL3870</td>\n",
       "      <td>3.355701e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>855</th>\n",
       "      <td>CHEMBL3872</td>\n",
       "      <td>8.233286e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>856</th>\n",
       "      <td>CHEMBL3878</td>\n",
       "      <td>2.972377e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>857</th>\n",
       "      <td>CHEMBL3880</td>\n",
       "      <td>6.815724e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>858</th>\n",
       "      <td>CHEMBL3881</td>\n",
       "      <td>8.595612e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>859</th>\n",
       "      <td>CHEMBL3882</td>\n",
       "      <td>1.485718e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>860</th>\n",
       "      <td>CHEMBL3884</td>\n",
       "      <td>5.018030e-60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>861</th>\n",
       "      <td>CHEMBL3886</td>\n",
       "      <td>1.466094e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>862</th>\n",
       "      <td>CHEMBL3890</td>\n",
       "      <td>4.261622e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>863</th>\n",
       "      <td>CHEMBL3891</td>\n",
       "      <td>1.329403e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>864</th>\n",
       "      <td>CHEMBL3892</td>\n",
       "      <td>1.708453e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>865</th>\n",
       "      <td>CHEMBL3897</td>\n",
       "      <td>1.016929e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>866</th>\n",
       "      <td>CHEMBL3898</td>\n",
       "      <td>4.778167e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>867</th>\n",
       "      <td>CHEMBL3902</td>\n",
       "      <td>1.668974e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>868</th>\n",
       "      <td>CHEMBL3905</td>\n",
       "      <td>7.436153e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>869</th>\n",
       "      <td>CHEMBL3906</td>\n",
       "      <td>6.152334e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>870</th>\n",
       "      <td>CHEMBL3910</td>\n",
       "      <td>2.711668e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>871</th>\n",
       "      <td>CHEMBL3911</td>\n",
       "      <td>7.484183e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>872</th>\n",
       "      <td>CHEMBL3912</td>\n",
       "      <td>4.202663e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>873</th>\n",
       "      <td>CHEMBL3913</td>\n",
       "      <td>9.050480e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>874</th>\n",
       "      <td>CHEMBL3920</td>\n",
       "      <td>2.113902e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>875</th>\n",
       "      <td>CHEMBL3921</td>\n",
       "      <td>5.771613e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>876</th>\n",
       "      <td>CHEMBL3922</td>\n",
       "      <td>1.050253e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>877</th>\n",
       "      <td>CHEMBL3923</td>\n",
       "      <td>4.819276e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>878</th>\n",
       "      <td>CHEMBL3927</td>\n",
       "      <td>1.210908e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>879</th>\n",
       "      <td>CHEMBL3928</td>\n",
       "      <td>4.497295e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>880</th>\n",
       "      <td>CHEMBL3933</td>\n",
       "      <td>3.419634e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>881</th>\n",
       "      <td>CHEMBL3935</td>\n",
       "      <td>3.896705e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>882</th>\n",
       "      <td>CHEMBL3942</td>\n",
       "      <td>5.134899e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>883</th>\n",
       "      <td>CHEMBL3943</td>\n",
       "      <td>1.432618e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>884</th>\n",
       "      <td>CHEMBL3948</td>\n",
       "      <td>1.562625e-47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>885</th>\n",
       "      <td>CHEMBL3949</td>\n",
       "      <td>8.702301e-43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>886</th>\n",
       "      <td>CHEMBL3952</td>\n",
       "      <td>1.390039e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>887</th>\n",
       "      <td>CHEMBL3959</td>\n",
       "      <td>4.877957e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>888</th>\n",
       "      <td>CHEMBL3961</td>\n",
       "      <td>3.495155e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>889</th>\n",
       "      <td>CHEMBL3963</td>\n",
       "      <td>3.015003e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>890</th>\n",
       "      <td>CHEMBL3965</td>\n",
       "      <td>1.149004e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>891</th>\n",
       "      <td>CHEMBL3969</td>\n",
       "      <td>2.726509e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>892</th>\n",
       "      <td>CHEMBL3972</td>\n",
       "      <td>8.186963e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>893</th>\n",
       "      <td>CHEMBL3974</td>\n",
       "      <td>7.418343e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>894</th>\n",
       "      <td>CHEMBL3975</td>\n",
       "      <td>9.478557e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>895</th>\n",
       "      <td>CHEMBL3976</td>\n",
       "      <td>5.849734e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>896</th>\n",
       "      <td>CHEMBL3979</td>\n",
       "      <td>5.541303e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>897</th>\n",
       "      <td>CHEMBL3980</td>\n",
       "      <td>2.579501e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>898</th>\n",
       "      <td>CHEMBL3981</td>\n",
       "      <td>1.614227e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>899</th>\n",
       "      <td>CHEMBL3982</td>\n",
       "      <td>5.141286e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>900</th>\n",
       "      <td>CHEMBL3983</td>\n",
       "      <td>1.887407e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>901</th>\n",
       "      <td>CHEMBL3985</td>\n",
       "      <td>5.974238e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>902</th>\n",
       "      <td>CHEMBL3991</td>\n",
       "      <td>9.601907e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>903</th>\n",
       "      <td>CHEMBL3994</td>\n",
       "      <td>8.988463e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>904</th>\n",
       "      <td>CHEMBL3996</td>\n",
       "      <td>5.031850e-49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>905</th>\n",
       "      <td>CHEMBL3997</td>\n",
       "      <td>2.357964e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>906</th>\n",
       "      <td>CHEMBL3998</td>\n",
       "      <td>1.148454e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>907</th>\n",
       "      <td>CHEMBL4000</td>\n",
       "      <td>2.157733e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>908</th>\n",
       "      <td>CHEMBL4005</td>\n",
       "      <td>1.200250e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>909</th>\n",
       "      <td>CHEMBL401</td>\n",
       "      <td>1.179438e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>910</th>\n",
       "      <td>CHEMBL4014</td>\n",
       "      <td>1.114241e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>911</th>\n",
       "      <td>CHEMBL4015</td>\n",
       "      <td>7.495774e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>912</th>\n",
       "      <td>CHEMBL4016</td>\n",
       "      <td>2.207078e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>913</th>\n",
       "      <td>CHEMBL4017</td>\n",
       "      <td>3.949538e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>914</th>\n",
       "      <td>CHEMBL4018</td>\n",
       "      <td>7.521754e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>915</th>\n",
       "      <td>CHEMBL402</td>\n",
       "      <td>7.649725e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>916</th>\n",
       "      <td>CHEMBL4026</td>\n",
       "      <td>3.797869e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>917</th>\n",
       "      <td>CHEMBL4027</td>\n",
       "      <td>6.072174e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>918</th>\n",
       "      <td>CHEMBL4028</td>\n",
       "      <td>3.694861e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>919</th>\n",
       "      <td>CHEMBL4029</td>\n",
       "      <td>3.197634e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>920</th>\n",
       "      <td>CHEMBL4031</td>\n",
       "      <td>9.515127e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>921</th>\n",
       "      <td>CHEMBL4033</td>\n",
       "      <td>1.909794e-43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>922</th>\n",
       "      <td>CHEMBL4035</td>\n",
       "      <td>7.889406e-46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>923</th>\n",
       "      <td>CHEMBL4036</td>\n",
       "      <td>1.216705e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>924</th>\n",
       "      <td>CHEMBL4037</td>\n",
       "      <td>1.010903e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>925</th>\n",
       "      <td>CHEMBL4040</td>\n",
       "      <td>2.207741e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>926</th>\n",
       "      <td>CHEMBL4045</td>\n",
       "      <td>2.118577e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>927</th>\n",
       "      <td>CHEMBL4047</td>\n",
       "      <td>7.098197e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>928</th>\n",
       "      <td>CHEMBL4051</td>\n",
       "      <td>1.827731e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>929</th>\n",
       "      <td>CHEMBL4054</td>\n",
       "      <td>4.775866e-48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>930</th>\n",
       "      <td>CHEMBL4062</td>\n",
       "      <td>2.177196e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>931</th>\n",
       "      <td>CHEMBL4068</td>\n",
       "      <td>5.471762e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>932</th>\n",
       "      <td>CHEMBL4070</td>\n",
       "      <td>5.524220e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>933</th>\n",
       "      <td>CHEMBL4071</td>\n",
       "      <td>6.615961e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>934</th>\n",
       "      <td>CHEMBL4072</td>\n",
       "      <td>5.802757e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>935</th>\n",
       "      <td>CHEMBL4073</td>\n",
       "      <td>8.153298e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>936</th>\n",
       "      <td>CHEMBL4074</td>\n",
       "      <td>5.694555e-55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>937</th>\n",
       "      <td>CHEMBL4077</td>\n",
       "      <td>8.737631e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>938</th>\n",
       "      <td>CHEMBL4078</td>\n",
       "      <td>2.642649e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>939</th>\n",
       "      <td>CHEMBL4079</td>\n",
       "      <td>2.699118e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>940</th>\n",
       "      <td>CHEMBL4080</td>\n",
       "      <td>1.268736e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>941</th>\n",
       "      <td>CHEMBL4081</td>\n",
       "      <td>1.506112e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>942</th>\n",
       "      <td>CHEMBL4086</td>\n",
       "      <td>3.025825e-45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>943</th>\n",
       "      <td>CHEMBL4087</td>\n",
       "      <td>3.981335e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>944</th>\n",
       "      <td>CHEMBL4090</td>\n",
       "      <td>3.969270e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>945</th>\n",
       "      <td>CHEMBL4091</td>\n",
       "      <td>1.704089e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>946</th>\n",
       "      <td>CHEMBL4093</td>\n",
       "      <td>4.365533e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>947</th>\n",
       "      <td>CHEMBL4096</td>\n",
       "      <td>1.432170e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>948</th>\n",
       "      <td>CHEMBL4098</td>\n",
       "      <td>1.124546e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>949</th>\n",
       "      <td>CHEMBL4101</td>\n",
       "      <td>2.223175e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>950</th>\n",
       "      <td>CHEMBL4102</td>\n",
       "      <td>1.051446e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>951</th>\n",
       "      <td>CHEMBL4105</td>\n",
       "      <td>8.421520e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>952</th>\n",
       "      <td>CHEMBL4106</td>\n",
       "      <td>2.694720e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>953</th>\n",
       "      <td>CHEMBL4111</td>\n",
       "      <td>1.075120e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>954</th>\n",
       "      <td>CHEMBL4114</td>\n",
       "      <td>2.162259e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>955</th>\n",
       "      <td>CHEMBL4117</td>\n",
       "      <td>1.378871e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>956</th>\n",
       "      <td>CHEMBL4121</td>\n",
       "      <td>5.549241e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>957</th>\n",
       "      <td>CHEMBL4123</td>\n",
       "      <td>2.146402e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>958</th>\n",
       "      <td>CHEMBL4124</td>\n",
       "      <td>2.143399e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>959</th>\n",
       "      <td>CHEMBL4128</td>\n",
       "      <td>2.124491e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>960</th>\n",
       "      <td>CHEMBL4130</td>\n",
       "      <td>4.278493e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>961</th>\n",
       "      <td>CHEMBL4132</td>\n",
       "      <td>2.251203e-48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>962</th>\n",
       "      <td>CHEMBL4133</td>\n",
       "      <td>9.059332e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>963</th>\n",
       "      <td>CHEMBL4135</td>\n",
       "      <td>1.735386e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>964</th>\n",
       "      <td>CHEMBL4140</td>\n",
       "      <td>3.081552e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>965</th>\n",
       "      <td>CHEMBL4142</td>\n",
       "      <td>3.319273e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>966</th>\n",
       "      <td>CHEMBL4143</td>\n",
       "      <td>1.246022e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>967</th>\n",
       "      <td>CHEMBL4145</td>\n",
       "      <td>2.463920e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>968</th>\n",
       "      <td>CHEMBL4147</td>\n",
       "      <td>2.282211e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>969</th>\n",
       "      <td>CHEMBL4150</td>\n",
       "      <td>3.656494e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>970</th>\n",
       "      <td>CHEMBL4153</td>\n",
       "      <td>1.146694e-46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>971</th>\n",
       "      <td>CHEMBL4158</td>\n",
       "      <td>2.953940e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>972</th>\n",
       "      <td>CHEMBL4161</td>\n",
       "      <td>4.556219e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>973</th>\n",
       "      <td>CHEMBL4175</td>\n",
       "      <td>2.640780e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>974</th>\n",
       "      <td>CHEMBL4176</td>\n",
       "      <td>1.684016e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>975</th>\n",
       "      <td>CHEMBL4179</td>\n",
       "      <td>6.098161e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>976</th>\n",
       "      <td>CHEMBL4187</td>\n",
       "      <td>3.097367e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>977</th>\n",
       "      <td>CHEMBL4188</td>\n",
       "      <td>8.077502e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>978</th>\n",
       "      <td>CHEMBL4191</td>\n",
       "      <td>1.345741e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>979</th>\n",
       "      <td>CHEMBL4198</td>\n",
       "      <td>5.041810e-47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>980</th>\n",
       "      <td>CHEMBL4202</td>\n",
       "      <td>6.748733e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>981</th>\n",
       "      <td>CHEMBL4203</td>\n",
       "      <td>3.230461e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>982</th>\n",
       "      <td>CHEMBL4204</td>\n",
       "      <td>7.705438e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>983</th>\n",
       "      <td>CHEMBL4211</td>\n",
       "      <td>8.256369e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>984</th>\n",
       "      <td>CHEMBL4218</td>\n",
       "      <td>8.932810e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>985</th>\n",
       "      <td>CHEMBL4223</td>\n",
       "      <td>7.531303e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>986</th>\n",
       "      <td>CHEMBL4224</td>\n",
       "      <td>3.215596e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>987</th>\n",
       "      <td>CHEMBL4225</td>\n",
       "      <td>1.845085e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>988</th>\n",
       "      <td>CHEMBL4226</td>\n",
       "      <td>1.816887e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>989</th>\n",
       "      <td>CHEMBL4227</td>\n",
       "      <td>1.440813e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>990</th>\n",
       "      <td>CHEMBL4234</td>\n",
       "      <td>1.394741e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>991</th>\n",
       "      <td>CHEMBL4235</td>\n",
       "      <td>2.797990e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>992</th>\n",
       "      <td>CHEMBL4237</td>\n",
       "      <td>1.779250e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>993</th>\n",
       "      <td>CHEMBL4244</td>\n",
       "      <td>7.936464e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>994</th>\n",
       "      <td>CHEMBL4247</td>\n",
       "      <td>2.000140e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>995</th>\n",
       "      <td>CHEMBL4261</td>\n",
       "      <td>1.022205e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>996</th>\n",
       "      <td>CHEMBL4263</td>\n",
       "      <td>7.898051e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>997</th>\n",
       "      <td>CHEMBL4267</td>\n",
       "      <td>4.490867e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>998</th>\n",
       "      <td>CHEMBL4270</td>\n",
       "      <td>4.669262e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>999</th>\n",
       "      <td>CHEMBL4273</td>\n",
       "      <td>3.486762e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1000</th>\n",
       "      <td>CHEMBL4282</td>\n",
       "      <td>3.055989e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1001</th>\n",
       "      <td>CHEMBL4296</td>\n",
       "      <td>1.092132e-46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1002</th>\n",
       "      <td>CHEMBL4302</td>\n",
       "      <td>2.753936e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1003</th>\n",
       "      <td>CHEMBL4303</td>\n",
       "      <td>5.151595e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1004</th>\n",
       "      <td>CHEMBL4304</td>\n",
       "      <td>3.454744e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1005</th>\n",
       "      <td>CHEMBL4305</td>\n",
       "      <td>5.372214e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1006</th>\n",
       "      <td>CHEMBL4306</td>\n",
       "      <td>5.019720e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1007</th>\n",
       "      <td>CHEMBL4308</td>\n",
       "      <td>1.427899e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1008</th>\n",
       "      <td>CHEMBL4315</td>\n",
       "      <td>2.874219e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1009</th>\n",
       "      <td>CHEMBL4317</td>\n",
       "      <td>1.266993e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1010</th>\n",
       "      <td>CHEMBL4321</td>\n",
       "      <td>6.845439e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1011</th>\n",
       "      <td>CHEMBL4329</td>\n",
       "      <td>1.943853e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1012</th>\n",
       "      <td>CHEMBL4330</td>\n",
       "      <td>1.696512e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1013</th>\n",
       "      <td>CHEMBL4333</td>\n",
       "      <td>8.717375e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1014</th>\n",
       "      <td>CHEMBL4335</td>\n",
       "      <td>1.050327e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1015</th>\n",
       "      <td>CHEMBL4336</td>\n",
       "      <td>3.086301e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1016</th>\n",
       "      <td>CHEMBL4338</td>\n",
       "      <td>8.212166e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1017</th>\n",
       "      <td>CHEMBL4342</td>\n",
       "      <td>1.106362e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1018</th>\n",
       "      <td>CHEMBL4354</td>\n",
       "      <td>2.634188e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1019</th>\n",
       "      <td>CHEMBL4355</td>\n",
       "      <td>6.983271e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1020</th>\n",
       "      <td>CHEMBL4358</td>\n",
       "      <td>3.781521e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1021</th>\n",
       "      <td>CHEMBL4360</td>\n",
       "      <td>8.718814e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1022</th>\n",
       "      <td>CHEMBL4361</td>\n",
       "      <td>3.431526e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1023</th>\n",
       "      <td>CHEMBL4367</td>\n",
       "      <td>1.910416e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1024</th>\n",
       "      <td>CHEMBL4370</td>\n",
       "      <td>3.865192e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1025</th>\n",
       "      <td>CHEMBL4372</td>\n",
       "      <td>6.132897e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1026</th>\n",
       "      <td>CHEMBL4375</td>\n",
       "      <td>7.809684e-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1027</th>\n",
       "      <td>CHEMBL4376</td>\n",
       "      <td>1.245519e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1028</th>\n",
       "      <td>CHEMBL4383</td>\n",
       "      <td>1.663554e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1029</th>\n",
       "      <td>CHEMBL4391</td>\n",
       "      <td>1.167213e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1030</th>\n",
       "      <td>CHEMBL4393</td>\n",
       "      <td>5.036060e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1031</th>\n",
       "      <td>CHEMBL4394</td>\n",
       "      <td>5.970692e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1032</th>\n",
       "      <td>CHEMBL4398</td>\n",
       "      <td>1.396355e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1033</th>\n",
       "      <td>CHEMBL4400</td>\n",
       "      <td>3.227820e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1034</th>\n",
       "      <td>CHEMBL4402</td>\n",
       "      <td>5.103693e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1035</th>\n",
       "      <td>CHEMBL4408</td>\n",
       "      <td>1.798727e-48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1036</th>\n",
       "      <td>CHEMBL4409</td>\n",
       "      <td>3.042523e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1037</th>\n",
       "      <td>CHEMBL4414</td>\n",
       "      <td>2.618405e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1038</th>\n",
       "      <td>CHEMBL4420</td>\n",
       "      <td>4.664662e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1039</th>\n",
       "      <td>CHEMBL4421</td>\n",
       "      <td>1.242831e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1040</th>\n",
       "      <td>CHEMBL4422</td>\n",
       "      <td>1.568544e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1041</th>\n",
       "      <td>CHEMBL4426</td>\n",
       "      <td>9.283996e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1042</th>\n",
       "      <td>CHEMBL4427</td>\n",
       "      <td>2.502255e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1043</th>\n",
       "      <td>CHEMBL4429</td>\n",
       "      <td>9.909237e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1044</th>\n",
       "      <td>CHEMBL4430</td>\n",
       "      <td>1.258547e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1045</th>\n",
       "      <td>CHEMBL4439</td>\n",
       "      <td>6.853959e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1046</th>\n",
       "      <td>CHEMBL4441</td>\n",
       "      <td>1.145648e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1047</th>\n",
       "      <td>CHEMBL4444</td>\n",
       "      <td>4.843070e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1048</th>\n",
       "      <td>CHEMBL4454</td>\n",
       "      <td>1.649144e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1049</th>\n",
       "      <td>CHEMBL4461</td>\n",
       "      <td>4.456619e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1050</th>\n",
       "      <td>CHEMBL4462</td>\n",
       "      <td>6.650801e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1051</th>\n",
       "      <td>CHEMBL4468</td>\n",
       "      <td>1.497480e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1052</th>\n",
       "      <td>CHEMBL4471</td>\n",
       "      <td>4.280475e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1053</th>\n",
       "      <td>CHEMBL4472</td>\n",
       "      <td>5.210482e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1054</th>\n",
       "      <td>CHEMBL4477</td>\n",
       "      <td>1.126664e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1055</th>\n",
       "      <td>CHEMBL4478</td>\n",
       "      <td>2.282265e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1056</th>\n",
       "      <td>CHEMBL4481</td>\n",
       "      <td>2.686101e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1057</th>\n",
       "      <td>CHEMBL4482</td>\n",
       "      <td>9.134538e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1058</th>\n",
       "      <td>CHEMBL4497</td>\n",
       "      <td>1.173967e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1059</th>\n",
       "      <td>CHEMBL4501</td>\n",
       "      <td>1.836450e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1060</th>\n",
       "      <td>CHEMBL4503</td>\n",
       "      <td>1.199220e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1061</th>\n",
       "      <td>CHEMBL4506</td>\n",
       "      <td>9.354892e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1062</th>\n",
       "      <td>CHEMBL4508</td>\n",
       "      <td>3.524471e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1063</th>\n",
       "      <td>CHEMBL4516</td>\n",
       "      <td>1.394609e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1064</th>\n",
       "      <td>CHEMBL4518</td>\n",
       "      <td>1.023289e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1065</th>\n",
       "      <td>CHEMBL4521</td>\n",
       "      <td>2.526348e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1066</th>\n",
       "      <td>CHEMBL4523</td>\n",
       "      <td>8.648459e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1067</th>\n",
       "      <td>CHEMBL4525</td>\n",
       "      <td>1.127516e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1068</th>\n",
       "      <td>CHEMBL4526</td>\n",
       "      <td>1.228123e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1069</th>\n",
       "      <td>CHEMBL4527</td>\n",
       "      <td>6.711717e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1070</th>\n",
       "      <td>CHEMBL4530</td>\n",
       "      <td>5.139977e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1071</th>\n",
       "      <td>CHEMBL4550</td>\n",
       "      <td>6.628074e-47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1072</th>\n",
       "      <td>CHEMBL4552</td>\n",
       "      <td>2.519237e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1073</th>\n",
       "      <td>CHEMBL4556</td>\n",
       "      <td>1.290195e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1074</th>\n",
       "      <td>CHEMBL4559</td>\n",
       "      <td>1.553354e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1075</th>\n",
       "      <td>CHEMBL4561</td>\n",
       "      <td>4.779002e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1076</th>\n",
       "      <td>CHEMBL4564</td>\n",
       "      <td>4.723026e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1077</th>\n",
       "      <td>CHEMBL4566</td>\n",
       "      <td>2.310147e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1078</th>\n",
       "      <td>CHEMBL4575</td>\n",
       "      <td>6.534670e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1079</th>\n",
       "      <td>CHEMBL4576</td>\n",
       "      <td>3.608992e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1080</th>\n",
       "      <td>CHEMBL4577</td>\n",
       "      <td>2.703308e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1081</th>\n",
       "      <td>CHEMBL4578</td>\n",
       "      <td>9.537763e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1082</th>\n",
       "      <td>CHEMBL4580</td>\n",
       "      <td>7.998036e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1083</th>\n",
       "      <td>CHEMBL4581</td>\n",
       "      <td>1.094534e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1084</th>\n",
       "      <td>CHEMBL4586</td>\n",
       "      <td>4.305375e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1085</th>\n",
       "      <td>CHEMBL4588</td>\n",
       "      <td>2.480285e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1086</th>\n",
       "      <td>CHEMBL4592</td>\n",
       "      <td>6.446843e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1087</th>\n",
       "      <td>CHEMBL4596</td>\n",
       "      <td>2.258407e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1088</th>\n",
       "      <td>CHEMBL4597</td>\n",
       "      <td>6.883973e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1089</th>\n",
       "      <td>CHEMBL4599</td>\n",
       "      <td>4.190567e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1090</th>\n",
       "      <td>CHEMBL4600</td>\n",
       "      <td>3.780646e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1091</th>\n",
       "      <td>CHEMBL4601</td>\n",
       "      <td>2.224902e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1092</th>\n",
       "      <td>CHEMBL4607</td>\n",
       "      <td>1.467353e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1093</th>\n",
       "      <td>CHEMBL4608</td>\n",
       "      <td>5.171650e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1094</th>\n",
       "      <td>CHEMBL4611</td>\n",
       "      <td>1.637830e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1095</th>\n",
       "      <td>CHEMBL4614</td>\n",
       "      <td>5.653561e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1096</th>\n",
       "      <td>CHEMBL4616</td>\n",
       "      <td>4.669777e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1097</th>\n",
       "      <td>CHEMBL4617</td>\n",
       "      <td>1.831699e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1098</th>\n",
       "      <td>CHEMBL4618</td>\n",
       "      <td>4.892246e-43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1099</th>\n",
       "      <td>CHEMBL4619</td>\n",
       "      <td>5.633806e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1100</th>\n",
       "      <td>CHEMBL4620</td>\n",
       "      <td>3.665374e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1101</th>\n",
       "      <td>CHEMBL4625</td>\n",
       "      <td>7.369776e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1102</th>\n",
       "      <td>CHEMBL4630</td>\n",
       "      <td>3.023993e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1103</th>\n",
       "      <td>CHEMBL4631</td>\n",
       "      <td>4.182159e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1104</th>\n",
       "      <td>CHEMBL4633</td>\n",
       "      <td>3.766050e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1105</th>\n",
       "      <td>CHEMBL4641</td>\n",
       "      <td>1.032261e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1106</th>\n",
       "      <td>CHEMBL4644</td>\n",
       "      <td>1.947942e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1107</th>\n",
       "      <td>CHEMBL4647</td>\n",
       "      <td>1.247515e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1108</th>\n",
       "      <td>CHEMBL4649</td>\n",
       "      <td>1.094959e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1109</th>\n",
       "      <td>CHEMBL4652</td>\n",
       "      <td>3.336729e-49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1110</th>\n",
       "      <td>CHEMBL4653</td>\n",
       "      <td>3.894910e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1111</th>\n",
       "      <td>CHEMBL4657</td>\n",
       "      <td>1.917957e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1112</th>\n",
       "      <td>CHEMBL4660</td>\n",
       "      <td>5.532705e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1113</th>\n",
       "      <td>CHEMBL4662</td>\n",
       "      <td>4.895473e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1114</th>\n",
       "      <td>CHEMBL4666</td>\n",
       "      <td>2.243169e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1115</th>\n",
       "      <td>CHEMBL4670</td>\n",
       "      <td>1.094482e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1116</th>\n",
       "      <td>CHEMBL4674</td>\n",
       "      <td>3.276858e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1117</th>\n",
       "      <td>CHEMBL4675</td>\n",
       "      <td>5.656012e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1118</th>\n",
       "      <td>CHEMBL4681</td>\n",
       "      <td>6.844684e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1119</th>\n",
       "      <td>CHEMBL4683</td>\n",
       "      <td>2.232990e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1120</th>\n",
       "      <td>CHEMBL4685</td>\n",
       "      <td>6.071502e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1121</th>\n",
       "      <td>CHEMBL4695</td>\n",
       "      <td>9.448516e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1122</th>\n",
       "      <td>CHEMBL4696</td>\n",
       "      <td>7.184522e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1123</th>\n",
       "      <td>CHEMBL4697</td>\n",
       "      <td>2.308648e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1124</th>\n",
       "      <td>CHEMBL4698</td>\n",
       "      <td>4.725055e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1125</th>\n",
       "      <td>CHEMBL4699</td>\n",
       "      <td>3.772958e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1126</th>\n",
       "      <td>CHEMBL4701</td>\n",
       "      <td>5.963189e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1127</th>\n",
       "      <td>CHEMBL4702</td>\n",
       "      <td>3.195007e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1128</th>\n",
       "      <td>CHEMBL4708</td>\n",
       "      <td>2.289236e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1129</th>\n",
       "      <td>CHEMBL4714</td>\n",
       "      <td>1.010285e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1130</th>\n",
       "      <td>CHEMBL4718</td>\n",
       "      <td>6.381673e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1131</th>\n",
       "      <td>CHEMBL4722</td>\n",
       "      <td>6.672832e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1132</th>\n",
       "      <td>CHEMBL4729</td>\n",
       "      <td>6.554446e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1133</th>\n",
       "      <td>CHEMBL4730</td>\n",
       "      <td>9.381110e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1134</th>\n",
       "      <td>CHEMBL4736</td>\n",
       "      <td>3.315194e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1135</th>\n",
       "      <td>CHEMBL4744</td>\n",
       "      <td>1.566326e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1136</th>\n",
       "      <td>CHEMBL4761</td>\n",
       "      <td>8.801387e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1137</th>\n",
       "      <td>CHEMBL4766</td>\n",
       "      <td>2.145847e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1138</th>\n",
       "      <td>CHEMBL4767</td>\n",
       "      <td>6.305085e-48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1139</th>\n",
       "      <td>CHEMBL4768</td>\n",
       "      <td>2.290878e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1140</th>\n",
       "      <td>CHEMBL4769</td>\n",
       "      <td>2.160355e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1141</th>\n",
       "      <td>CHEMBL4772</td>\n",
       "      <td>3.497604e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1142</th>\n",
       "      <td>CHEMBL4773</td>\n",
       "      <td>9.208469e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1143</th>\n",
       "      <td>CHEMBL4777</td>\n",
       "      <td>3.286867e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1144</th>\n",
       "      <td>CHEMBL4779</td>\n",
       "      <td>5.506798e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1145</th>\n",
       "      <td>CHEMBL4780</td>\n",
       "      <td>7.097025e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1146</th>\n",
       "      <td>CHEMBL4789</td>\n",
       "      <td>2.377140e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1147</th>\n",
       "      <td>CHEMBL4791</td>\n",
       "      <td>1.880437e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1148</th>\n",
       "      <td>CHEMBL4792</td>\n",
       "      <td>1.798698e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1149</th>\n",
       "      <td>CHEMBL4793</td>\n",
       "      <td>4.889196e-45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1150</th>\n",
       "      <td>CHEMBL4794</td>\n",
       "      <td>6.200967e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1151</th>\n",
       "      <td>CHEMBL4796</td>\n",
       "      <td>9.388613e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1152</th>\n",
       "      <td>CHEMBL4801</td>\n",
       "      <td>6.793080e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1153</th>\n",
       "      <td>CHEMBL4802</td>\n",
       "      <td>1.510441e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1154</th>\n",
       "      <td>CHEMBL4803</td>\n",
       "      <td>1.775332e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1155</th>\n",
       "      <td>CHEMBL4804</td>\n",
       "      <td>3.019433e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1156</th>\n",
       "      <td>CHEMBL4805</td>\n",
       "      <td>2.810990e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1157</th>\n",
       "      <td>CHEMBL4816</td>\n",
       "      <td>9.830064e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1158</th>\n",
       "      <td>CHEMBL4822</td>\n",
       "      <td>5.973568e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1159</th>\n",
       "      <td>CHEMBL4824</td>\n",
       "      <td>1.572335e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1160</th>\n",
       "      <td>CHEMBL4828</td>\n",
       "      <td>4.067168e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1161</th>\n",
       "      <td>CHEMBL4829</td>\n",
       "      <td>1.374345e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1162</th>\n",
       "      <td>CHEMBL4835</td>\n",
       "      <td>2.199583e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1163</th>\n",
       "      <td>CHEMBL4837</td>\n",
       "      <td>9.922192e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1164</th>\n",
       "      <td>CHEMBL4840</td>\n",
       "      <td>2.049429e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1165</th>\n",
       "      <td>CHEMBL4852</td>\n",
       "      <td>1.178201e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1166</th>\n",
       "      <td>CHEMBL4860</td>\n",
       "      <td>1.858420e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1167</th>\n",
       "      <td>CHEMBL4878</td>\n",
       "      <td>5.406757e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1168</th>\n",
       "      <td>CHEMBL4892</td>\n",
       "      <td>1.829685e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1169</th>\n",
       "      <td>CHEMBL4893</td>\n",
       "      <td>3.253994e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1170</th>\n",
       "      <td>CHEMBL4895</td>\n",
       "      <td>2.332740e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1171</th>\n",
       "      <td>CHEMBL4896</td>\n",
       "      <td>1.475787e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1172</th>\n",
       "      <td>CHEMBL4897</td>\n",
       "      <td>2.815332e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1173</th>\n",
       "      <td>CHEMBL4898</td>\n",
       "      <td>4.835095e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1174</th>\n",
       "      <td>CHEMBL4899</td>\n",
       "      <td>8.205705e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1175</th>\n",
       "      <td>CHEMBL4900</td>\n",
       "      <td>1.281526e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1176</th>\n",
       "      <td>CHEMBL4903</td>\n",
       "      <td>1.444764e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1177</th>\n",
       "      <td>CHEMBL4908</td>\n",
       "      <td>1.986954e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1178</th>\n",
       "      <td>CHEMBL4909</td>\n",
       "      <td>1.019644e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1179</th>\n",
       "      <td>CHEMBL4919</td>\n",
       "      <td>1.917213e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1180</th>\n",
       "      <td>CHEMBL4921</td>\n",
       "      <td>1.804887e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1181</th>\n",
       "      <td>CHEMBL4924</td>\n",
       "      <td>2.298925e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1182</th>\n",
       "      <td>CHEMBL4931</td>\n",
       "      <td>4.364632e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1183</th>\n",
       "      <td>CHEMBL4937</td>\n",
       "      <td>3.344604e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1184</th>\n",
       "      <td>CHEMBL4940</td>\n",
       "      <td>9.012804e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1185</th>\n",
       "      <td>CHEMBL4941</td>\n",
       "      <td>2.591313e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1186</th>\n",
       "      <td>CHEMBL4948</td>\n",
       "      <td>3.265136e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1187</th>\n",
       "      <td>CHEMBL4954</td>\n",
       "      <td>7.777998e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1188</th>\n",
       "      <td>CHEMBL4956</td>\n",
       "      <td>2.454823e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1189</th>\n",
       "      <td>CHEMBL4972</td>\n",
       "      <td>4.641397e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1190</th>\n",
       "      <td>CHEMBL4973</td>\n",
       "      <td>6.829836e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1191</th>\n",
       "      <td>CHEMBL4975</td>\n",
       "      <td>2.631514e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1192</th>\n",
       "      <td>CHEMBL4977</td>\n",
       "      <td>1.729716e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1193</th>\n",
       "      <td>CHEMBL4979</td>\n",
       "      <td>9.525423e-47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1194</th>\n",
       "      <td>CHEMBL4980</td>\n",
       "      <td>1.896842e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1195</th>\n",
       "      <td>CHEMBL4983</td>\n",
       "      <td>1.868139e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1196</th>\n",
       "      <td>CHEMBL5010</td>\n",
       "      <td>5.230239e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1197</th>\n",
       "      <td>CHEMBL5011</td>\n",
       "      <td>2.171011e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1198</th>\n",
       "      <td>CHEMBL5014</td>\n",
       "      <td>4.199335e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1199</th>\n",
       "      <td>CHEMBL5017</td>\n",
       "      <td>1.177227e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1200</th>\n",
       "      <td>CHEMBL5023</td>\n",
       "      <td>3.546357e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1201</th>\n",
       "      <td>CHEMBL5024</td>\n",
       "      <td>1.402156e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1202</th>\n",
       "      <td>CHEMBL5026</td>\n",
       "      <td>8.064331e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1203</th>\n",
       "      <td>CHEMBL5027</td>\n",
       "      <td>9.915759e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1204</th>\n",
       "      <td>CHEMBL5028</td>\n",
       "      <td>1.016901e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1205</th>\n",
       "      <td>CHEMBL5031</td>\n",
       "      <td>4.258392e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1206</th>\n",
       "      <td>CHEMBL5035</td>\n",
       "      <td>2.240638e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1207</th>\n",
       "      <td>CHEMBL5036</td>\n",
       "      <td>1.366472e-57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1208</th>\n",
       "      <td>CHEMBL5038</td>\n",
       "      <td>1.225164e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1209</th>\n",
       "      <td>CHEMBL5062</td>\n",
       "      <td>2.223344e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1210</th>\n",
       "      <td>CHEMBL5067</td>\n",
       "      <td>6.254896e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1211</th>\n",
       "      <td>CHEMBL5070</td>\n",
       "      <td>6.335301e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1212</th>\n",
       "      <td>CHEMBL5071</td>\n",
       "      <td>2.371990e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1213</th>\n",
       "      <td>CHEMBL5072</td>\n",
       "      <td>1.143240e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1214</th>\n",
       "      <td>CHEMBL5073</td>\n",
       "      <td>8.112646e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1215</th>\n",
       "      <td>CHEMBL5076</td>\n",
       "      <td>5.596762e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1216</th>\n",
       "      <td>CHEMBL5077</td>\n",
       "      <td>1.010935e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1217</th>\n",
       "      <td>CHEMBL5080</td>\n",
       "      <td>1.621679e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1218</th>\n",
       "      <td>CHEMBL5084</td>\n",
       "      <td>1.008252e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1219</th>\n",
       "      <td>CHEMBL5098</td>\n",
       "      <td>2.454377e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1220</th>\n",
       "      <td>CHEMBL5102</td>\n",
       "      <td>1.050329e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1221</th>\n",
       "      <td>CHEMBL5103</td>\n",
       "      <td>6.308301e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1222</th>\n",
       "      <td>CHEMBL5106</td>\n",
       "      <td>4.223006e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1223</th>\n",
       "      <td>CHEMBL5113</td>\n",
       "      <td>1.322111e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1224</th>\n",
       "      <td>CHEMBL5122</td>\n",
       "      <td>1.435216e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1225</th>\n",
       "      <td>CHEMBL5131</td>\n",
       "      <td>9.037691e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1226</th>\n",
       "      <td>CHEMBL5136</td>\n",
       "      <td>1.636265e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1227</th>\n",
       "      <td>CHEMBL5137</td>\n",
       "      <td>1.126452e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1228</th>\n",
       "      <td>CHEMBL5141</td>\n",
       "      <td>8.901432e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1229</th>\n",
       "      <td>CHEMBL5145</td>\n",
       "      <td>4.273101e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1230</th>\n",
       "      <td>CHEMBL5147</td>\n",
       "      <td>4.904555e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1231</th>\n",
       "      <td>CHEMBL5150</td>\n",
       "      <td>6.970292e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1232</th>\n",
       "      <td>CHEMBL5158</td>\n",
       "      <td>7.806247e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1233</th>\n",
       "      <td>CHEMBL5160</td>\n",
       "      <td>1.657701e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1234</th>\n",
       "      <td>CHEMBL5162</td>\n",
       "      <td>1.192052e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1235</th>\n",
       "      <td>CHEMBL5185</td>\n",
       "      <td>1.050473e-43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1236</th>\n",
       "      <td>CHEMBL5189</td>\n",
       "      <td>5.141734e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1237</th>\n",
       "      <td>CHEMBL5192</td>\n",
       "      <td>8.921248e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1238</th>\n",
       "      <td>CHEMBL5200</td>\n",
       "      <td>2.812993e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1239</th>\n",
       "      <td>CHEMBL5203</td>\n",
       "      <td>8.130090e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1240</th>\n",
       "      <td>CHEMBL5211</td>\n",
       "      <td>3.409118e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1241</th>\n",
       "      <td>CHEMBL5221</td>\n",
       "      <td>2.159720e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1242</th>\n",
       "      <td>CHEMBL5251</td>\n",
       "      <td>1.351775e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1243</th>\n",
       "      <td>CHEMBL5255</td>\n",
       "      <td>9.694982e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1244</th>\n",
       "      <td>CHEMBL5261</td>\n",
       "      <td>1.686904e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1245</th>\n",
       "      <td>CHEMBL5262</td>\n",
       "      <td>7.044451e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1246</th>\n",
       "      <td>CHEMBL5263</td>\n",
       "      <td>2.913203e-45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1247</th>\n",
       "      <td>CHEMBL5274</td>\n",
       "      <td>1.352743e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1248</th>\n",
       "      <td>CHEMBL5282</td>\n",
       "      <td>2.732961e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1249</th>\n",
       "      <td>CHEMBL5284</td>\n",
       "      <td>3.361801e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1250</th>\n",
       "      <td>CHEMBL5285</td>\n",
       "      <td>1.138537e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1251</th>\n",
       "      <td>CHEMBL5299</td>\n",
       "      <td>2.489010e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1252</th>\n",
       "      <td>CHEMBL5310</td>\n",
       "      <td>2.565287e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1253</th>\n",
       "      <td>CHEMBL5314</td>\n",
       "      <td>9.475106e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1254</th>\n",
       "      <td>CHEMBL5319</td>\n",
       "      <td>3.897281e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1255</th>\n",
       "      <td>CHEMBL5328</td>\n",
       "      <td>7.541337e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1256</th>\n",
       "      <td>CHEMBL5330</td>\n",
       "      <td>2.249937e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1257</th>\n",
       "      <td>CHEMBL5331</td>\n",
       "      <td>8.194208e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1258</th>\n",
       "      <td>CHEMBL5332</td>\n",
       "      <td>1.613466e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1259</th>\n",
       "      <td>CHEMBL5335</td>\n",
       "      <td>3.124066e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1260</th>\n",
       "      <td>CHEMBL5337</td>\n",
       "      <td>6.908558e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1261</th>\n",
       "      <td>CHEMBL5339</td>\n",
       "      <td>1.130191e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1262</th>\n",
       "      <td>CHEMBL5351</td>\n",
       "      <td>1.109570e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1263</th>\n",
       "      <td>CHEMBL5353</td>\n",
       "      <td>4.442646e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1264</th>\n",
       "      <td>CHEMBL5355</td>\n",
       "      <td>4.090085e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1265</th>\n",
       "      <td>CHEMBL5356</td>\n",
       "      <td>2.577998e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1266</th>\n",
       "      <td>CHEMBL5358</td>\n",
       "      <td>1.014981e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1267</th>\n",
       "      <td>CHEMBL5360</td>\n",
       "      <td>3.205226e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1268</th>\n",
       "      <td>CHEMBL5364</td>\n",
       "      <td>1.850267e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1269</th>\n",
       "      <td>CHEMBL5366</td>\n",
       "      <td>1.145503e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1270</th>\n",
       "      <td>CHEMBL5368</td>\n",
       "      <td>2.521382e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1271</th>\n",
       "      <td>CHEMBL5373</td>\n",
       "      <td>4.351140e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1272</th>\n",
       "      <td>CHEMBL5375</td>\n",
       "      <td>2.339824e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1273</th>\n",
       "      <td>CHEMBL5378</td>\n",
       "      <td>7.174683e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1274</th>\n",
       "      <td>CHEMBL5387</td>\n",
       "      <td>6.747701e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1275</th>\n",
       "      <td>CHEMBL5393</td>\n",
       "      <td>9.955955e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1276</th>\n",
       "      <td>CHEMBL5401</td>\n",
       "      <td>1.675378e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1277</th>\n",
       "      <td>CHEMBL5406</td>\n",
       "      <td>1.928942e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1278</th>\n",
       "      <td>CHEMBL5407</td>\n",
       "      <td>2.931288e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1279</th>\n",
       "      <td>CHEMBL5408</td>\n",
       "      <td>2.591018e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1280</th>\n",
       "      <td>CHEMBL5409</td>\n",
       "      <td>4.408507e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1281</th>\n",
       "      <td>CHEMBL5412</td>\n",
       "      <td>5.304350e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1282</th>\n",
       "      <td>CHEMBL5413</td>\n",
       "      <td>1.390691e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1283</th>\n",
       "      <td>CHEMBL5414</td>\n",
       "      <td>9.999117e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1284</th>\n",
       "      <td>CHEMBL5419</td>\n",
       "      <td>1.750429e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1285</th>\n",
       "      <td>CHEMBL5424</td>\n",
       "      <td>6.487919e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1286</th>\n",
       "      <td>CHEMBL5432</td>\n",
       "      <td>4.075327e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1287</th>\n",
       "      <td>CHEMBL5440</td>\n",
       "      <td>1.436329e-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1288</th>\n",
       "      <td>CHEMBL5441</td>\n",
       "      <td>1.059945e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1289</th>\n",
       "      <td>CHEMBL5443</td>\n",
       "      <td>2.548925e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1290</th>\n",
       "      <td>CHEMBL5445</td>\n",
       "      <td>1.445905e-45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1291</th>\n",
       "      <td>CHEMBL5451</td>\n",
       "      <td>3.904229e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1292</th>\n",
       "      <td>CHEMBL5455</td>\n",
       "      <td>5.480335e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1293</th>\n",
       "      <td>CHEMBL5457</td>\n",
       "      <td>2.696300e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1294</th>\n",
       "      <td>CHEMBL5462</td>\n",
       "      <td>7.358050e-46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1295</th>\n",
       "      <td>CHEMBL5464</td>\n",
       "      <td>9.040974e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1296</th>\n",
       "      <td>CHEMBL5465</td>\n",
       "      <td>2.771242e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1297</th>\n",
       "      <td>CHEMBL5469</td>\n",
       "      <td>4.256344e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1298</th>\n",
       "      <td>CHEMBL5471</td>\n",
       "      <td>1.407426e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1299</th>\n",
       "      <td>CHEMBL5476</td>\n",
       "      <td>3.068093e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1300</th>\n",
       "      <td>CHEMBL5480</td>\n",
       "      <td>4.554481e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1301</th>\n",
       "      <td>CHEMBL5485</td>\n",
       "      <td>8.013578e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1302</th>\n",
       "      <td>CHEMBL5491</td>\n",
       "      <td>1.757796e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1303</th>\n",
       "      <td>CHEMBL5493</td>\n",
       "      <td>8.635790e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1304</th>\n",
       "      <td>CHEMBL5498</td>\n",
       "      <td>7.282187e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1305</th>\n",
       "      <td>CHEMBL5500</td>\n",
       "      <td>8.896933e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1306</th>\n",
       "      <td>CHEMBL5508</td>\n",
       "      <td>2.980333e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1307</th>\n",
       "      <td>CHEMBL5511</td>\n",
       "      <td>1.050419e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1308</th>\n",
       "      <td>CHEMBL5514</td>\n",
       "      <td>2.827921e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1309</th>\n",
       "      <td>CHEMBL5517</td>\n",
       "      <td>3.142730e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1310</th>\n",
       "      <td>CHEMBL5518</td>\n",
       "      <td>8.901545e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1311</th>\n",
       "      <td>CHEMBL5525</td>\n",
       "      <td>2.403382e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1312</th>\n",
       "      <td>CHEMBL5533</td>\n",
       "      <td>1.645772e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1313</th>\n",
       "      <td>CHEMBL5536</td>\n",
       "      <td>3.619338e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1314</th>\n",
       "      <td>CHEMBL5538</td>\n",
       "      <td>8.631225e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1315</th>\n",
       "      <td>CHEMBL5543</td>\n",
       "      <td>2.234020e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1316</th>\n",
       "      <td>CHEMBL5555</td>\n",
       "      <td>2.516147e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1317</th>\n",
       "      <td>CHEMBL5558</td>\n",
       "      <td>2.986670e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1318</th>\n",
       "      <td>CHEMBL5567</td>\n",
       "      <td>5.721616e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1319</th>\n",
       "      <td>CHEMBL5568</td>\n",
       "      <td>1.267840e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1320</th>\n",
       "      <td>CHEMBL5570</td>\n",
       "      <td>1.168210e-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1321</th>\n",
       "      <td>CHEMBL5575</td>\n",
       "      <td>4.469463e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1322</th>\n",
       "      <td>CHEMBL5579</td>\n",
       "      <td>2.002006e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1323</th>\n",
       "      <td>CHEMBL5582</td>\n",
       "      <td>1.617209e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1324</th>\n",
       "      <td>CHEMBL5600</td>\n",
       "      <td>1.024541e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1325</th>\n",
       "      <td>CHEMBL5608</td>\n",
       "      <td>7.077296e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1326</th>\n",
       "      <td>CHEMBL5619</td>\n",
       "      <td>2.761715e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1327</th>\n",
       "      <td>CHEMBL5620</td>\n",
       "      <td>1.212204e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1328</th>\n",
       "      <td>CHEMBL5627</td>\n",
       "      <td>1.150555e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1329</th>\n",
       "      <td>CHEMBL5630</td>\n",
       "      <td>7.041580e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1330</th>\n",
       "      <td>CHEMBL5631</td>\n",
       "      <td>1.024072e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1331</th>\n",
       "      <td>CHEMBL5645</td>\n",
       "      <td>4.625461e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1332</th>\n",
       "      <td>CHEMBL5650</td>\n",
       "      <td>3.564191e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1333</th>\n",
       "      <td>CHEMBL5652</td>\n",
       "      <td>1.926894e-44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1334</th>\n",
       "      <td>CHEMBL5658</td>\n",
       "      <td>8.236540e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1335</th>\n",
       "      <td>CHEMBL5662</td>\n",
       "      <td>9.828032e-39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1336</th>\n",
       "      <td>CHEMBL5669</td>\n",
       "      <td>1.526507e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>CHEMBL5678</td>\n",
       "      <td>8.032286e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1338</th>\n",
       "      <td>CHEMBL5683</td>\n",
       "      <td>4.472021e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1339</th>\n",
       "      <td>CHEMBL5686</td>\n",
       "      <td>1.844520e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1340</th>\n",
       "      <td>CHEMBL5689</td>\n",
       "      <td>1.711032e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1341</th>\n",
       "      <td>CHEMBL5695</td>\n",
       "      <td>3.622944e-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1342</th>\n",
       "      <td>CHEMBL5697</td>\n",
       "      <td>1.078157e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1343</th>\n",
       "      <td>CHEMBL5698</td>\n",
       "      <td>1.846178e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1344</th>\n",
       "      <td>CHEMBL5699</td>\n",
       "      <td>1.467285e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1345</th>\n",
       "      <td>CHEMBL5701</td>\n",
       "      <td>2.202671e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1346</th>\n",
       "      <td>CHEMBL5703</td>\n",
       "      <td>2.156545e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1347</th>\n",
       "      <td>CHEMBL5704</td>\n",
       "      <td>9.798021e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1348</th>\n",
       "      <td>CHEMBL5705</td>\n",
       "      <td>3.604121e-33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1349</th>\n",
       "      <td>CHEMBL5719</td>\n",
       "      <td>2.206283e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1350</th>\n",
       "      <td>CHEMBL5720</td>\n",
       "      <td>2.448943e-56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1351</th>\n",
       "      <td>CHEMBL5724</td>\n",
       "      <td>9.921700e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1352</th>\n",
       "      <td>CHEMBL5747</td>\n",
       "      <td>1.398723e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1353</th>\n",
       "      <td>CHEMBL5749</td>\n",
       "      <td>1.344570e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1354</th>\n",
       "      <td>CHEMBL5756</td>\n",
       "      <td>1.274976e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1355</th>\n",
       "      <td>CHEMBL5763</td>\n",
       "      <td>1.984057e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1356</th>\n",
       "      <td>CHEMBL5767</td>\n",
       "      <td>3.508415e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1357</th>\n",
       "      <td>CHEMBL5769</td>\n",
       "      <td>1.207926e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1358</th>\n",
       "      <td>CHEMBL5774</td>\n",
       "      <td>3.933732e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1359</th>\n",
       "      <td>CHEMBL5776</td>\n",
       "      <td>1.193690e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1360</th>\n",
       "      <td>CHEMBL5784</td>\n",
       "      <td>1.117835e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1361</th>\n",
       "      <td>CHEMBL5785</td>\n",
       "      <td>1.463577e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1362</th>\n",
       "      <td>CHEMBL5786</td>\n",
       "      <td>6.644042e-42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1363</th>\n",
       "      <td>CHEMBL5794</td>\n",
       "      <td>1.971003e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1364</th>\n",
       "      <td>CHEMBL5800</td>\n",
       "      <td>7.022168e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1365</th>\n",
       "      <td>CHEMBL5804</td>\n",
       "      <td>8.173359e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1366</th>\n",
       "      <td>CHEMBL5805</td>\n",
       "      <td>1.168489e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1367</th>\n",
       "      <td>CHEMBL5810</td>\n",
       "      <td>4.305009e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1368</th>\n",
       "      <td>CHEMBL5818</td>\n",
       "      <td>2.805458e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1369</th>\n",
       "      <td>CHEMBL5819</td>\n",
       "      <td>1.134777e-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1370</th>\n",
       "      <td>CHEMBL5831</td>\n",
       "      <td>2.246899e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1371</th>\n",
       "      <td>CHEMBL5836</td>\n",
       "      <td>3.587201e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1372</th>\n",
       "      <td>CHEMBL5845</td>\n",
       "      <td>2.112089e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1373</th>\n",
       "      <td>CHEMBL5847</td>\n",
       "      <td>1.363742e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1374</th>\n",
       "      <td>CHEMBL5850</td>\n",
       "      <td>2.599584e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1375</th>\n",
       "      <td>CHEMBL5852</td>\n",
       "      <td>2.796369e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1376</th>\n",
       "      <td>CHEMBL5857</td>\n",
       "      <td>3.005561e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1377</th>\n",
       "      <td>CHEMBL5865</td>\n",
       "      <td>7.666212e-34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1378</th>\n",
       "      <td>CHEMBL5868</td>\n",
       "      <td>2.111501e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1379</th>\n",
       "      <td>CHEMBL5879</td>\n",
       "      <td>8.121227e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1380</th>\n",
       "      <td>CHEMBL5896</td>\n",
       "      <td>1.916239e-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1381</th>\n",
       "      <td>CHEMBL5903</td>\n",
       "      <td>3.416377e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1382</th>\n",
       "      <td>CHEMBL5905</td>\n",
       "      <td>1.784693e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1383</th>\n",
       "      <td>CHEMBL5914</td>\n",
       "      <td>2.448004e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1384</th>\n",
       "      <td>CHEMBL5932</td>\n",
       "      <td>8.772512e-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1385</th>\n",
       "      <td>CHEMBL5936</td>\n",
       "      <td>1.223104e-35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1386</th>\n",
       "      <td>CHEMBL5938</td>\n",
       "      <td>1.081578e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1387</th>\n",
       "      <td>CHEMBL5941</td>\n",
       "      <td>7.744167e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1388</th>\n",
       "      <td>CHEMBL5951</td>\n",
       "      <td>8.322230e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1389</th>\n",
       "      <td>CHEMBL5952</td>\n",
       "      <td>1.823703e-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1390</th>\n",
       "      <td>CHEMBL5971</td>\n",
       "      <td>6.655130e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1391</th>\n",
       "      <td>CHEMBL5973</td>\n",
       "      <td>1.615796e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1392</th>\n",
       "      <td>CHEMBL5979</td>\n",
       "      <td>4.909823e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1393</th>\n",
       "      <td>CHEMBL5982</td>\n",
       "      <td>2.402254e-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1394</th>\n",
       "      <td>CHEMBL5983</td>\n",
       "      <td>3.006292e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1395</th>\n",
       "      <td>CHEMBL5990</td>\n",
       "      <td>2.790039e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1396</th>\n",
       "      <td>CHEMBL6002</td>\n",
       "      <td>4.669787e-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1397</th>\n",
       "      <td>CHEMBL6003</td>\n",
       "      <td>2.700667e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1398</th>\n",
       "      <td>CHEMBL6005</td>\n",
       "      <td>2.419118e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1399</th>\n",
       "      <td>CHEMBL6007</td>\n",
       "      <td>1.505555e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1400</th>\n",
       "      <td>CHEMBL6009</td>\n",
       "      <td>2.896471e-36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1401</th>\n",
       "      <td>CHEMBL6014</td>\n",
       "      <td>4.457922e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1402</th>\n",
       "      <td>CHEMBL6029</td>\n",
       "      <td>3.424824e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1403</th>\n",
       "      <td>CHEMBL6030</td>\n",
       "      <td>4.109872e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1404</th>\n",
       "      <td>CHEMBL6032</td>\n",
       "      <td>9.807996e-38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1405</th>\n",
       "      <td>CHEMBL6044</td>\n",
       "      <td>5.623107e-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1406</th>\n",
       "      <td>CHEMBL6056</td>\n",
       "      <td>6.892190e-40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1407</th>\n",
       "      <td>CHEMBL6069</td>\n",
       "      <td>1.701275e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1408</th>\n",
       "      <td>CHEMBL6079</td>\n",
       "      <td>6.364422e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1409</th>\n",
       "      <td>CHEMBL6080</td>\n",
       "      <td>1.764343e-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1410</th>\n",
       "      <td>CHEMBL6084</td>\n",
       "      <td>2.749567e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1411</th>\n",
       "      <td>CHEMBL6101</td>\n",
       "      <td>1.212606e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1412</th>\n",
       "      <td>CHEMBL6110</td>\n",
       "      <td>3.338048e-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1413</th>\n",
       "      <td>CHEMBL6113</td>\n",
       "      <td>2.435879e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1414</th>\n",
       "      <td>CHEMBL6115</td>\n",
       "      <td>9.165465e-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1415</th>\n",
       "      <td>CHEMBL6136</td>\n",
       "      <td>6.045737e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1416</th>\n",
       "      <td>CHEMBL6137</td>\n",
       "      <td>6.164020e-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1417</th>\n",
       "      <td>CHEMBL6140</td>\n",
       "      <td>2.444566e-43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1418</th>\n",
       "      <td>CHEMBL6141</td>\n",
       "      <td>6.131843e-41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1419</th>\n",
       "      <td>CHEMBL6145</td>\n",
       "      <td>2.076364e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1420</th>\n",
       "      <td>CHEMBL6152</td>\n",
       "      <td>8.242998e-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1421</th>\n",
       "      <td>CHEMBL6154</td>\n",
       "      <td>1.900664e-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1422</th>\n",
       "      <td>CHEMBL6164</td>\n",
       "      <td>2.297715e-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1423</th>\n",
       "      <td>CHEMBL6165</td>\n",
       "      <td>2.639575e-32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1424</th>\n",
       "      <td>CHEMBL6166</td>\n",
       "      <td>1.687257e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1425</th>\n",
       "      <td>CHEMBL6175</td>\n",
       "      <td>5.424444e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1426</th>\n",
       "      <td>CHEMBL6184</td>\n",
       "      <td>5.869722e-37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1427</th>\n",
       "      <td>CHEMBL6191</td>\n",
       "      <td>1.885214e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1428</th>\n",
       "      <td>CHEMBL6194</td>\n",
       "      <td>6.826861e-24</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 id         proba\n",
       "0     CHEMBL1075051  7.053404e-33\n",
       "1     CHEMBL1075104  4.911063e-17\n",
       "2     CHEMBL1075108  4.848016e-38\n",
       "3     CHEMBL1075111  2.056597e-40\n",
       "4     CHEMBL1075115  7.705190e-10\n",
       "5     CHEMBL1075138  6.682079e-07\n",
       "6     CHEMBL1075140  5.666627e-41\n",
       "7     CHEMBL1075145  2.389783e-36\n",
       "8     CHEMBL1075152  4.561929e-42\n",
       "9     CHEMBL1075167  8.753342e-09\n",
       "10    CHEMBL1075189  4.621086e-09\n",
       "11    CHEMBL1075228  2.019287e-31\n",
       "12    CHEMBL1075269  2.000263e-33\n",
       "13    CHEMBL1075280  8.740582e-25\n",
       "14    CHEMBL1075282  1.461456e-29\n",
       "15    CHEMBL1075284  1.198526e-23\n",
       "16    CHEMBL1075294  8.631092e-25\n",
       "17    CHEMBL1075319  2.336758e-29\n",
       "18    CHEMBL1075322  1.376716e-13\n",
       "19    CHEMBL1075323  2.354106e-28\n",
       "20    CHEMBL1163101  5.671488e-19\n",
       "21    CHEMBL1163116  1.392350e-42\n",
       "22    CHEMBL1163125  8.175704e-18\n",
       "23    CHEMBL1169598  1.442191e-18\n",
       "24    CHEMBL1250375  2.404677e-29\n",
       "25    CHEMBL1255137  2.339568e-32\n",
       "26    CHEMBL1255149  5.497546e-51\n",
       "27    CHEMBL1255150  1.191849e-36\n",
       "28    CHEMBL1255165  3.258630e-37\n",
       "29    CHEMBL1275212  3.432007e-37\n",
       "30    CHEMBL1287620  1.755452e-11\n",
       "31    CHEMBL1287622  9.953852e-08\n",
       "32    CHEMBL1287623  1.603324e-34\n",
       "33    CHEMBL1287628  1.079868e-22\n",
       "34    CHEMBL1293194  6.177116e-32\n",
       "35    CHEMBL1293222  1.007250e-17\n",
       "36    CHEMBL1293224  1.817381e-05\n",
       "37    CHEMBL1293226  6.087874e-06\n",
       "38    CHEMBL1293229  6.822357e-12\n",
       "39    CHEMBL1293231  3.237819e-09\n",
       "40    CHEMBL1293237  2.845767e-07\n",
       "41    CHEMBL1293244  1.046454e-27\n",
       "42    CHEMBL1293255  1.824981e-13\n",
       "43    CHEMBL1293257  3.049010e-22\n",
       "44    CHEMBL1293266  2.600394e-11\n",
       "45    CHEMBL1293267  2.974916e-13\n",
       "46    CHEMBL1293277  3.623759e-12\n",
       "47    CHEMBL1293287  1.525853e-11\n",
       "48    CHEMBL1293289  3.512458e-16\n",
       "49    CHEMBL1293292  8.774247e-37\n",
       "50    CHEMBL1293293  2.650313e-34\n",
       "51    CHEMBL1293313  2.339013e-17\n",
       "52    CHEMBL1628461  1.627568e-36\n",
       "53    CHEMBL1649054  2.247837e-31\n",
       "54    CHEMBL1667665  2.637917e-47\n",
       "55    CHEMBL1667684  3.957418e-37\n",
       "56    CHEMBL1671613  1.659076e-34\n",
       "57    CHEMBL1681620  3.992186e-28\n",
       "58    CHEMBL1697668  2.253303e-25\n",
       "59    CHEMBL1741186  3.307575e-28\n",
       "60    CHEMBL1741203  1.724521e-19\n",
       "61    CHEMBL1743121  2.166616e-27\n",
       "62    CHEMBL1743122  3.397157e-13\n",
       "63    CHEMBL1744525  2.607946e-31\n",
       "64    CHEMBL1764940  1.088073e-30\n",
       "65    CHEMBL1770046  4.676923e-27\n",
       "66    CHEMBL1770047  2.952468e-35\n",
       "67    CHEMBL1772929  1.348566e-32\n",
       "68       CHEMBL1781  3.011732e-31\n",
       "69    CHEMBL1781862  8.561284e-31\n",
       "70       CHEMBL1782  1.336597e-37\n",
       "71       CHEMBL1784  3.480021e-25\n",
       "72       CHEMBL1785  9.904218e-34\n",
       "73       CHEMBL1787  5.194610e-44\n",
       "74       CHEMBL1790  3.685886e-37\n",
       "75       CHEMBL1792  1.000950e-27\n",
       "76    CHEMBL1795101  9.873369e-35\n",
       "77    CHEMBL1795117  7.264593e-38\n",
       "78    CHEMBL1795126  6.469647e-43\n",
       "79    CHEMBL1795127  2.498313e-21\n",
       "80    CHEMBL1795180  2.907011e-32\n",
       "81    CHEMBL1795186  2.782666e-16\n",
       "82       CHEMBL1798  3.288196e-31\n",
       "83       CHEMBL1800  1.238817e-45\n",
       "84       CHEMBL1801  2.045304e-23\n",
       "85       CHEMBL1803  3.399258e-32\n",
       "86       CHEMBL1804  6.126810e-32\n",
       "87       CHEMBL1805  1.286527e-22\n",
       "88       CHEMBL1806  9.605947e-15\n",
       "89       CHEMBL1808  3.323742e-54\n",
       "90       CHEMBL1809  6.249869e-23\n",
       "91       CHEMBL1811  2.892104e-42\n",
       "92       CHEMBL1820  4.485385e-33\n",
       "93       CHEMBL1821  7.435625e-30\n",
       "94       CHEMBL1822  5.391477e-31\n",
       "95       CHEMBL1824  1.698344e-19\n",
       "96       CHEMBL1825  2.089054e-18\n",
       "97       CHEMBL1827  2.287089e-25\n",
       "98       CHEMBL1829  1.146700e-24\n",
       "99       CHEMBL1833  4.322433e-24\n",
       "100      CHEMBL1835  1.259243e-30\n",
       "101      CHEMBL1836  2.643037e-31\n",
       "102      CHEMBL1837  1.053881e-41\n",
       "103      CHEMBL1841  1.982581e-08\n",
       "104      CHEMBL1844  8.544845e-06\n",
       "105      CHEMBL1849  2.637181e-29\n",
       "106      CHEMBL1850  3.853476e-29\n",
       "107      CHEMBL1853  3.290987e-31\n",
       "108      CHEMBL1855  2.203029e-36\n",
       "109      CHEMBL1856  2.361402e-52\n",
       "110      CHEMBL1859  5.623838e-30\n",
       "111      CHEMBL1860  3.478467e-27\n",
       "112      CHEMBL1861  1.558408e-40\n",
       "113      CHEMBL1862  2.162761e-15\n",
       "114      CHEMBL1864  5.720672e-35\n",
       "115      CHEMBL1865  1.996670e-20\n",
       "116      CHEMBL1866  6.428422e-26\n",
       "117      CHEMBL1867  5.994260e-21\n",
       "118      CHEMBL1868  2.020112e-16\n",
       "119      CHEMBL1870  1.046611e-33\n",
       "120      CHEMBL1871  6.595745e-25\n",
       "121      CHEMBL1873  3.736201e-15\n",
       "122      CHEMBL1875  7.773477e-36\n",
       "123      CHEMBL1878  4.667567e-29\n",
       "124      CHEMBL1881  3.553937e-37\n",
       "125      CHEMBL1889  3.895888e-29\n",
       "126      CHEMBL1892  1.095428e-30\n",
       "127      CHEMBL1898  1.097118e-25\n",
       "128      CHEMBL1899  4.786696e-30\n",
       "129      CHEMBL1900  6.119365e-41\n",
       "130      CHEMBL1901  6.087390e-29\n",
       "131      CHEMBL1902  4.160887e-41\n",
       "132      CHEMBL1903  3.185352e-41\n",
       "133      CHEMBL1904  5.428261e-24\n",
       "134      CHEMBL1906  2.117058e-22\n",
       "135      CHEMBL1907  2.763376e-33\n",
       "136      CHEMBL1908  2.928238e-39\n",
       "137   CHEMBL1908385  2.262437e-19\n",
       "138   CHEMBL1908389  7.375554e-25\n",
       "139      CHEMBL1910  4.013380e-30\n",
       "140      CHEMBL1913  1.585329e-10\n",
       "141      CHEMBL1914  1.940985e-23\n",
       "142   CHEMBL1914272  7.360767e-30\n",
       "143      CHEMBL1915  6.630832e-25\n",
       "144      CHEMBL1916  2.281677e-22\n",
       "145      CHEMBL1917  6.101420e-32\n",
       "146      CHEMBL1918  1.542827e-30\n",
       "147      CHEMBL1919  4.167453e-38\n",
       "148      CHEMBL1921  9.779992e-45\n",
       "149   CHEMBL1921666  1.695968e-28\n",
       "150      CHEMBL1926  9.502627e-32\n",
       "151   CHEMBL1926488  6.147251e-46\n",
       "152      CHEMBL1929  7.768164e-21\n",
       "153      CHEMBL1935  3.815265e-29\n",
       "154      CHEMBL1936  1.611955e-16\n",
       "155      CHEMBL1937  4.124971e-25\n",
       "156      CHEMBL1939  3.728308e-38\n",
       "157      CHEMBL1940  1.799017e-21\n",
       "158      CHEMBL1941  4.391877e-22\n",
       "159      CHEMBL1942  2.196724e-21\n",
       "160      CHEMBL1944  3.527145e-43\n",
       "161   CHEMBL1944497  1.026638e-25\n",
       "162   CHEMBL1944499  1.794814e-21\n",
       "163      CHEMBL1945  1.042396e-44\n",
       "164      CHEMBL1946  1.671198e-41\n",
       "165      CHEMBL1947  7.961704e-09\n",
       "166      CHEMBL1949  1.079902e-19\n",
       "167      CHEMBL1951  8.075769e-23\n",
       "168      CHEMBL1952  2.334390e-37\n",
       "169      CHEMBL1955  6.392480e-13\n",
       "170      CHEMBL1957  3.630603e-17\n",
       "171   CHEMBL1961783  5.334644e-31\n",
       "172      CHEMBL1962  9.602520e-35\n",
       "173      CHEMBL1963  1.224367e-11\n",
       "174      CHEMBL1966  1.910436e-29\n",
       "175      CHEMBL1968  1.418709e-22\n",
       "176      CHEMBL1974  3.803471e-15\n",
       "177      CHEMBL1977  3.137510e-28\n",
       "178      CHEMBL1978  3.750253e-25\n",
       "179      CHEMBL1980  5.023029e-26\n",
       "180      CHEMBL1981  2.887840e-14\n",
       "181      CHEMBL1983  1.548208e-24\n",
       "182      CHEMBL1985  2.386752e-36\n",
       "183      CHEMBL1987  9.961029e-28\n",
       "184      CHEMBL1991  1.797349e-13\n",
       "185      CHEMBL1993  1.566229e-11\n",
       "186      CHEMBL1994  6.423185e-33\n",
       "187      CHEMBL1995  7.842947e-26\n",
       "188      CHEMBL1997  8.385338e-54\n",
       "189      CHEMBL2000  6.750344e-15\n",
       "190      CHEMBL2001  3.670973e-35\n",
       "191      CHEMBL2002  1.443376e-27\n",
       "192      CHEMBL2003  6.926913e-28\n",
       "193      CHEMBL2004  3.136311e-33\n",
       "194      CHEMBL2007  2.707852e-08\n",
       "195   CHEMBL2007625  2.722853e-23\n",
       "196   CHEMBL2007628  1.238972e-10\n",
       "197      CHEMBL2008  1.462558e-27\n",
       "198      CHEMBL2009  7.148955e-23\n",
       "199   CHEMBL2010631  4.323847e-26\n",
       "200   CHEMBL2010635  2.591236e-41\n",
       "201   CHEMBL2010636  4.151137e-28\n",
       "202      CHEMBL2014  2.020871e-40\n",
       "203      CHEMBL2015  1.634281e-18\n",
       "204      CHEMBL2016  4.226016e-24\n",
       "205       CHEMBL202  1.908265e-30\n",
       "206   CHEMBL2021745  2.974848e-30\n",
       "207      CHEMBL2023  1.103036e-24\n",
       "208      CHEMBL2024  3.014649e-28\n",
       "209      CHEMBL2026  4.286698e-08\n",
       "210      CHEMBL2027  5.084888e-43\n",
       "211      CHEMBL2028  1.175523e-38\n",
       "212       CHEMBL203  6.936240e-15\n",
       "213      CHEMBL2034  1.074080e-26\n",
       "214   CHEMBL2034805  2.813890e-35\n",
       "215      CHEMBL2035  2.151175e-35\n",
       "216      CHEMBL2039  7.076095e-27\n",
       "217       CHEMBL204  4.278741e-23\n",
       "218      CHEMBL2041  2.525207e-09\n",
       "219   CHEMBL2046259  3.681016e-30\n",
       "220   CHEMBL2046264  2.851325e-38\n",
       "221      CHEMBL2047  2.719806e-29\n",
       "222      CHEMBL2049  1.316662e-32\n",
       "223       CHEMBL205  2.597861e-17\n",
       "224      CHEMBL2051  1.739016e-57\n",
       "225   CHEMBL2052038  3.875258e-32\n",
       "226   CHEMBL2052039  3.071132e-31\n",
       "227      CHEMBL2055  6.687885e-24\n",
       "228      CHEMBL2056  2.296062e-30\n",
       "229       CHEMBL206  1.868139e-30\n",
       "230      CHEMBL2061  5.869628e-37\n",
       "231      CHEMBL2063  1.254866e-48\n",
       "232      CHEMBL2065  9.280643e-38\n",
       "233      CHEMBL2068  4.722605e-13\n",
       "234      CHEMBL2069  3.617477e-33\n",
       "235   CHEMBL2069161  7.622976e-36\n",
       "236      CHEMBL2073  8.250911e-10\n",
       "237      CHEMBL2074  3.276387e-32\n",
       "238       CHEMBL208  2.462771e-30\n",
       "239      CHEMBL2083  4.541489e-27\n",
       "240      CHEMBL2085  3.763978e-17\n",
       "241      CHEMBL2088  6.614013e-32\n",
       "242       CHEMBL209  2.121244e-25\n",
       "243       CHEMBL210  9.940027e-01\n",
       "244      CHEMBL2107  6.656170e-37\n",
       "245       CHEMBL211  7.064671e-24\n",
       "246      CHEMBL2123  1.478094e-36\n",
       "247      CHEMBL2128  2.491464e-19\n",
       "248      CHEMBL2129  1.322101e-37\n",
       "249       CHEMBL213  7.472404e-01\n",
       "250      CHEMBL2135  2.605932e-20\n",
       "251       CHEMBL214  2.656275e-23\n",
       "252      CHEMBL2145  1.043660e-31\n",
       "253      CHEMBL2147  8.509863e-22\n",
       "254      CHEMBL2148  3.029984e-16\n",
       "255       CHEMBL215  6.671929e-18\n",
       "256       CHEMBL216  2.411623e-24\n",
       "257       CHEMBL217  1.435787e-19\n",
       "258      CHEMBL2179  2.277262e-34\n",
       "259       CHEMBL218  2.321669e-21\n",
       "260      CHEMBL2181  5.274594e-32\n",
       "261      CHEMBL2182  6.686823e-15\n",
       "262      CHEMBL2185  1.003390e-12\n",
       "263      CHEMBL2186  4.556489e-12\n",
       "264      CHEMBL2188  1.659932e-38\n",
       "265   CHEMBL2189110  3.973833e-25\n",
       "266   CHEMBL2189162  2.573812e-29\n",
       "267       CHEMBL219  2.192197e-26\n",
       "268       CHEMBL220  6.959690e-23\n",
       "269      CHEMBL2200  1.571625e-21\n",
       "270      CHEMBL2203  6.656612e-41\n",
       "271      CHEMBL2208  4.048580e-19\n",
       "272       CHEMBL221  3.534534e-20\n",
       "273   CHEMBL2216739  7.086497e-31\n",
       "274      CHEMBL2219  1.164517e-11\n",
       "275       CHEMBL222  6.677403e-29\n",
       "276       CHEMBL223  1.880051e-15\n",
       "277      CHEMBL2231  8.156988e-28\n",
       "278      CHEMBL2238  1.917377e-35\n",
       "279       CHEMBL224  1.023644e-20\n",
       "280      CHEMBL2243  2.816177e-31\n",
       "281       CHEMBL225  1.621390e-21\n",
       "282      CHEMBL2250  2.240938e-12\n",
       "283      CHEMBL2252  2.050919e-28\n",
       "284       CHEMBL226  3.899666e-24\n",
       "285      CHEMBL2265  7.780196e-25\n",
       "286       CHEMBL227  2.951321e-28\n",
       "287      CHEMBL2274  5.985535e-27\n",
       "288      CHEMBL2275  1.066511e-43\n",
       "289      CHEMBL2276  2.387750e-18\n",
       "290       CHEMBL228  3.149526e-27\n",
       "291      CHEMBL2283  7.907925e-16\n",
       "292      CHEMBL2284  1.605027e-11\n",
       "293      CHEMBL2285  7.421321e-38\n",
       "294      CHEMBL2288  4.687064e-23\n",
       "295      CHEMBL2289  1.605719e-07\n",
       "296       CHEMBL229  2.182726e-22\n",
       "297      CHEMBL2292  7.054112e-15\n",
       "298       CHEMBL230  8.320442e-27\n",
       "299   CHEMBL2304401  3.012415e-31\n",
       "300   CHEMBL2304402  1.574337e-38\n",
       "301   CHEMBL2304404  9.596425e-40\n",
       "302       CHEMBL231  3.888785e-26\n",
       "303      CHEMBL2318  2.304651e-29\n",
       "304      CHEMBL2319  8.270774e-15\n",
       "305       CHEMBL232  1.868195e-27\n",
       "306   CHEMBL2321613  9.281320e-15\n",
       "307   CHEMBL2321614  1.729889e-13\n",
       "308      CHEMBL2323  9.251083e-34\n",
       "309      CHEMBL2326  3.793964e-15\n",
       "310      CHEMBL2327  2.438183e-28\n",
       "311      CHEMBL2329  1.339923e-35\n",
       "312       CHEMBL233  8.357881e-23\n",
       "313      CHEMBL2331  1.367480e-27\n",
       "314   CHEMBL2331053  1.650840e-25\n",
       "315      CHEMBL2334  2.863349e-24\n",
       "316      CHEMBL2335  6.533308e-61\n",
       "317      CHEMBL2336  1.632574e-32\n",
       "318      CHEMBL2337  3.870574e-46\n",
       "319       CHEMBL234  2.426614e-23\n",
       "320      CHEMBL2343  1.092367e-26\n",
       "321      CHEMBL2345  8.556583e-08\n",
       "322      CHEMBL2349  6.839236e-07\n",
       "323       CHEMBL235  2.583939e-26\n",
       "324       CHEMBL236  1.030533e-23\n",
       "325      CHEMBL2360  2.223054e-32\n",
       "326      CHEMBL2361  2.107685e-35\n",
       "327      CHEMBL2363  6.685026e-32\n",
       "328      CHEMBL2366  2.694532e-10\n",
       "329   CHEMBL2366408  5.540840e-37\n",
       "330   CHEMBL2366456  5.800801e-35\n",
       "331   CHEMBL2366461  3.789476e-37\n",
       "332   CHEMBL2366472  4.441290e-28\n",
       "333   CHEMBL2366481  2.537998e-14\n",
       "334   CHEMBL2366505  1.813157e-37\n",
       "335   CHEMBL2366512  1.351600e-40\n",
       "336   CHEMBL2366516  1.072540e-16\n",
       "337   CHEMBL2366517  5.250563e-29\n",
       "338      CHEMBL2367  5.538876e-29\n",
       "339       CHEMBL237  1.678641e-19\n",
       "340      CHEMBL2370  3.108475e-32\n",
       "341      CHEMBL2372  7.206987e-22\n",
       "342      CHEMBL2373  2.185264e-35\n",
       "343       CHEMBL238  1.809692e-31\n",
       "344      CHEMBL2382  4.380418e-40\n",
       "345      CHEMBL2383  2.518743e-28\n",
       "346      CHEMBL2384  1.652548e-39\n",
       "347      CHEMBL2386  1.178941e-29\n",
       "348       CHEMBL239  8.632604e-37\n",
       "349      CHEMBL2391  5.752242e-29\n",
       "350      CHEMBL2392  2.452050e-07\n",
       "351      CHEMBL2397  2.774535e-35\n",
       "352       CHEMBL240  9.800960e-14\n",
       "353      CHEMBL2407  2.053157e-24\n",
       "354      CHEMBL2409  3.981393e-34\n",
       "355       CHEMBL241  8.308292e-26\n",
       "356      CHEMBL2411  7.365868e-25\n",
       "357      CHEMBL2413  1.311362e-32\n",
       "358      CHEMBL2414  7.365120e-34\n",
       "359       CHEMBL242  7.371693e-28\n",
       "360      CHEMBL2424  5.980165e-23\n",
       "361      CHEMBL2425  4.981891e-32\n",
       "362      CHEMBL2426  4.610063e-09\n",
       "363      CHEMBL2428  1.488127e-12\n",
       "364       CHEMBL243  9.203439e-31\n",
       "365      CHEMBL2431  7.186985e-26\n",
       "366      CHEMBL2434  1.363734e-27\n",
       "367      CHEMBL2439  1.860809e-19\n",
       "368       CHEMBL244  4.079488e-24\n",
       "369      CHEMBL2447  9.743818e-35\n",
       "370       CHEMBL245  1.750099e-33\n",
       "371      CHEMBL2458  9.992957e-23\n",
       "372      CHEMBL2459  3.091432e-25\n",
       "373       CHEMBL246  4.233873e-07\n",
       "374      CHEMBL2461  8.604816e-53\n",
       "375      CHEMBL2468  1.546492e-11\n",
       "376       CHEMBL247  9.326325e-29\n",
       "377      CHEMBL2470  1.037048e-35\n",
       "378      CHEMBL2474  4.155646e-26\n",
       "379      CHEMBL2476  7.239739e-32\n",
       "380       CHEMBL248  1.597380e-32\n",
       "381      CHEMBL2480  7.251333e-09\n",
       "382      CHEMBL2487  1.903283e-22\n",
       "383      CHEMBL2488  5.114462e-34\n",
       "384      CHEMBL2489  6.875060e-36\n",
       "385       CHEMBL249  5.704593e-34\n",
       "386      CHEMBL2490  7.101539e-28\n",
       "387      CHEMBL2492  2.674449e-23\n",
       "388      CHEMBL2493  3.134584e-11\n",
       "389      CHEMBL2496  1.529376e-39\n",
       "390      CHEMBL2499  1.193574e-30\n",
       "391       CHEMBL250  1.014505e-33\n",
       "392       CHEMBL251  3.464037e-20\n",
       "393       CHEMBL252  2.936040e-30\n",
       "394      CHEMBL2524  3.111741e-07\n",
       "395      CHEMBL2525  5.244046e-22\n",
       "396      CHEMBL2526  5.141470e-37\n",
       "397      CHEMBL2527  2.728963e-17\n",
       "398      CHEMBL2528  3.437867e-30\n",
       "399       CHEMBL253  8.484798e-20\n",
       "400      CHEMBL2534  1.523453e-15\n",
       "401      CHEMBL2535  5.820637e-05\n",
       "402      CHEMBL2536  3.224298e-38\n",
       "403       CHEMBL254  6.073566e-19\n",
       "404      CHEMBL2543  7.115525e-10\n",
       "405       CHEMBL255  2.192198e-31\n",
       "406      CHEMBL2552  3.043453e-26\n",
       "407      CHEMBL2553  2.555981e-12\n",
       "408      CHEMBL2555  5.429539e-21\n",
       "409       CHEMBL256  5.850515e-25\n",
       "410      CHEMBL2563  5.193277e-17\n",
       "411      CHEMBL2564  3.623126e-26\n",
       "412      CHEMBL2567  1.246574e-66\n",
       "413      CHEMBL2568  1.343265e-31\n",
       "414      CHEMBL2569  3.051601e-31\n",
       "415       CHEMBL257  6.044892e-40\n",
       "416      CHEMBL2570  6.360867e-35\n",
       "417      CHEMBL2573  6.958952e-22\n",
       "418      CHEMBL2575  8.071591e-31\n",
       "419      CHEMBL2577  3.904648e-31\n",
       "420      CHEMBL2578  6.649126e-33\n",
       "421       CHEMBL258  1.328841e-09\n",
       "422      CHEMBL2581  1.032454e-26\n",
       "423       CHEMBL259  2.480310e-44\n",
       "424      CHEMBL2590  2.696163e-44\n",
       "425      CHEMBL2593  4.535777e-33\n",
       "426      CHEMBL2595  1.879864e-10\n",
       "427      CHEMBL2598  1.047837e-12\n",
       "428      CHEMBL2599  7.093158e-12\n",
       "429       CHEMBL260  2.137361e-17\n",
       "430      CHEMBL2608  8.179823e-07\n",
       "431       CHEMBL261  8.961292e-20\n",
       "432      CHEMBL2617  2.137921e-31\n",
       "433       CHEMBL262  1.782585e-11\n",
       "434      CHEMBL2622  1.587798e-26\n",
       "435      CHEMBL2623  1.001816e-21\n",
       "436      CHEMBL2625  2.373255e-52\n",
       "437      CHEMBL2627  4.396498e-31\n",
       "438       CHEMBL263  1.862975e-43\n",
       "439      CHEMBL2634  1.596043e-10\n",
       "440      CHEMBL2635  1.148195e-08\n",
       "441      CHEMBL2637  6.425782e-24\n",
       "442       CHEMBL264  2.117085e-29\n",
       "443      CHEMBL2649  2.335107e-26\n",
       "444       CHEMBL265  1.284046e-40\n",
       "445      CHEMBL2652  6.835195e-36\n",
       "446      CHEMBL2654  1.519210e-28\n",
       "447       CHEMBL266  6.656160e-20\n",
       "448      CHEMBL2664  5.107029e-47\n",
       "449       CHEMBL267  2.144609e-08\n",
       "450      CHEMBL2672  1.309732e-36\n",
       "451      CHEMBL2676  4.966067e-31\n",
       "452       CHEMBL268  7.366682e-32\n",
       "453      CHEMBL2689  2.737974e-11\n",
       "454       CHEMBL269  1.604001e-37\n",
       "455      CHEMBL2693  1.229073e-30\n",
       "456      CHEMBL2695  9.737438e-14\n",
       "457       CHEMBL270  7.708068e-41\n",
       "458      CHEMBL2706  3.845599e-17\n",
       "459      CHEMBL2708  2.085765e-19\n",
       "460      CHEMBL2714  2.343951e-40\n",
       "461      CHEMBL2716  2.653772e-20\n",
       "462      CHEMBL2717  2.475909e-34\n",
       "463      CHEMBL2721  7.922171e-26\n",
       "464      CHEMBL2722  1.631701e-38\n",
       "465      CHEMBL2724  4.689713e-24\n",
       "466      CHEMBL2725  1.234144e-31\n",
       "467       CHEMBL273  8.976817e-27\n",
       "468      CHEMBL2730  1.822741e-35\n",
       "469      CHEMBL2731  3.883749e-16\n",
       "470      CHEMBL2734  3.104181e-37\n",
       "471      CHEMBL2736  5.623519e-25\n",
       "472      CHEMBL2738  3.359977e-11\n",
       "473       CHEMBL274  1.450983e-37\n",
       "474      CHEMBL2742  7.165494e-10\n",
       "475      CHEMBL2748  4.709260e-40\n",
       "476      CHEMBL2749  7.343441e-31\n",
       "477       CHEMBL275  6.606799e-01\n",
       "478      CHEMBL2755  1.632280e-26\n",
       "479      CHEMBL2756  6.306323e-31\n",
       "480      CHEMBL2758  1.024573e-15\n",
       "481       CHEMBL276  8.630917e-21\n",
       "482       CHEMBL277  1.940313e-27\n",
       "483      CHEMBL2778  8.783941e-39\n",
       "484       CHEMBL278  2.534662e-35\n",
       "485      CHEMBL2781  1.010519e-34\n",
       "486      CHEMBL2782  1.036666e-23\n",
       "487      CHEMBL2787  5.942555e-25\n",
       "488      CHEMBL2789  4.959475e-26\n",
       "489       CHEMBL279  6.342427e-15\n",
       "490      CHEMBL2793  1.213744e-09\n",
       "491      CHEMBL2799  2.009310e-29\n",
       "492       CHEMBL280  1.452025e-17\n",
       "493      CHEMBL2801  5.805996e-14\n",
       "494      CHEMBL2802  1.167066e-40\n",
       "495      CHEMBL2803  1.594926e-17\n",
       "496      CHEMBL2808  4.910728e-28\n",
       "497       CHEMBL281  1.508080e-43\n",
       "498      CHEMBL2810  1.004422e-28\n",
       "499      CHEMBL2815  5.794023e-14\n",
       "500      CHEMBL2820  1.558807e-25\n",
       "501      CHEMBL2828  8.300645e-14\n",
       "502       CHEMBL283  8.133329e-24\n",
       "503      CHEMBL2830  4.373861e-44\n",
       "504      CHEMBL2835  7.841699e-23\n",
       "505       CHEMBL284  2.982194e-33\n",
       "506      CHEMBL2842  4.554892e-25\n",
       "507       CHEMBL285  1.380781e-25\n",
       "508      CHEMBL2850  2.682155e-14\n",
       "509      CHEMBL2851  2.441852e-38\n",
       "510      CHEMBL2854  1.787678e-30\n",
       "511      CHEMBL2857  2.832825e-23\n",
       "512      CHEMBL2858  2.387522e-40\n",
       "513       CHEMBL286  9.755728e-35\n",
       "514      CHEMBL2860  3.172357e-20\n",
       "515      CHEMBL2864  1.489391e-36\n",
       "516      CHEMBL2866  1.096722e-27\n",
       "517      CHEMBL2868  1.956455e-31\n",
       "518       CHEMBL287  7.137281e-35\n",
       "519      CHEMBL2870  3.585277e-24\n",
       "520      CHEMBL2871  1.402621e-34\n",
       "521      CHEMBL2872  4.863763e-16\n",
       "522      CHEMBL2873  1.007150e-15\n",
       "523      CHEMBL2878  2.920640e-38\n",
       "524       CHEMBL288  5.935342e-22\n",
       "525      CHEMBL2882  1.793024e-30\n",
       "526      CHEMBL2885  1.406852e-11\n",
       "527      CHEMBL2888  6.587355e-25\n",
       "528      CHEMBL2889  3.448953e-21\n",
       "529       CHEMBL289  2.762894e-10\n",
       "530      CHEMBL2896  8.891110e-12\n",
       "531       CHEMBL290  1.345409e-22\n",
       "532      CHEMBL2902  5.644747e-32\n",
       "533      CHEMBL2903  2.243590e-09\n",
       "534       CHEMBL291  1.128292e-20\n",
       "535      CHEMBL2912  2.393025e-37\n",
       "536      CHEMBL2916  2.316046e-23\n",
       "537      CHEMBL2919  1.104576e-25\n",
       "538      CHEMBL2935  8.579535e-31\n",
       "539      CHEMBL2938  1.830048e-12\n",
       "540      CHEMBL2939  1.012802e-14\n",
       "541      CHEMBL2940  4.267643e-25\n",
       "542      CHEMBL2949  7.315545e-16\n",
       "543      CHEMBL2954  9.982670e-26\n",
       "544      CHEMBL2955  1.216366e-09\n",
       "545      CHEMBL2959  6.976891e-17\n",
       "546      CHEMBL2964  3.143029e-09\n",
       "547      CHEMBL2966  7.247796e-40\n",
       "548      CHEMBL2967  5.808741e-32\n",
       "549      CHEMBL2971  1.468150e-12\n",
       "550      CHEMBL2973  1.830930e-16\n",
       "551      CHEMBL2977  5.725192e-24\n",
       "552      CHEMBL2978  1.695394e-40\n",
       "553       CHEMBL298  9.400664e-40\n",
       "554      CHEMBL2980  9.169764e-32\n",
       "555      CHEMBL2982  1.103605e-35\n",
       "556       CHEMBL299  8.115782e-27\n",
       "557      CHEMBL2991  1.791638e-28\n",
       "558      CHEMBL2993  1.252039e-19\n",
       "559      CHEMBL2996  2.719815e-19\n",
       "560      CHEMBL2998  7.527649e-30\n",
       "561      CHEMBL3004  1.360311e-20\n",
       "562      CHEMBL3009  5.375529e-12\n",
       "563       CHEMBL301  2.845000e-18\n",
       "564      CHEMBL3012  1.399985e-18\n",
       "565      CHEMBL3014  8.767553e-21\n",
       "566      CHEMBL3018  4.557079e-33\n",
       "567       CHEMBL302  5.399912e-27\n",
       "568      CHEMBL3023  3.490918e-35\n",
       "569      CHEMBL3024  2.982305e-21\n",
       "570      CHEMBL3025  1.150413e-13\n",
       "571      CHEMBL3028  1.187380e-36\n",
       "572      CHEMBL3032  4.232447e-10\n",
       "573      CHEMBL3034  3.891388e-29\n",
       "574      CHEMBL3037  3.515104e-32\n",
       "575       CHEMBL304  3.325433e-42\n",
       "576      CHEMBL3041  3.473391e-37\n",
       "577      CHEMBL3045  2.714803e-29\n",
       "578      CHEMBL3048  4.691602e-41\n",
       "579      CHEMBL3055  8.474126e-14\n",
       "580      CHEMBL3056  3.445403e-14\n",
       "581      CHEMBL3060  7.342250e-32\n",
       "582      CHEMBL3066  1.699582e-30\n",
       "583      CHEMBL3067  1.299931e-19\n",
       "584      CHEMBL3070  2.494383e-29\n",
       "585      CHEMBL3072  3.569530e-36\n",
       "586       CHEMBL308  9.159702e-18\n",
       "587      CHEMBL3081  3.583993e-36\n",
       "588      CHEMBL3085  1.994531e-28\n",
       "589   CHEMBL3085613  1.058213e-29\n",
       "590       CHEMBL309  3.852419e-40\n",
       "591      CHEMBL3094  6.018819e-11\n",
       "592      CHEMBL3100  2.653677e-31\n",
       "593      CHEMBL3105  2.273110e-34\n",
       "594      CHEMBL3106  1.131672e-32\n",
       "595       CHEMBL311  1.674627e-20\n",
       "596   CHEMBL3112387  1.289970e-34\n",
       "597      CHEMBL3114  2.467950e-35\n",
       "598      CHEMBL3116  2.220297e-14\n",
       "599       CHEMBL312  4.935700e-16\n",
       "600      CHEMBL3122  2.664153e-25\n",
       "601      CHEMBL3125  1.665407e-10\n",
       "602       CHEMBL313  1.127123e-27\n",
       "603      CHEMBL3130  2.725223e-23\n",
       "604      CHEMBL3138  6.839928e-39\n",
       "605      CHEMBL3142  3.082159e-37\n",
       "606      CHEMBL3145  2.590095e-24\n",
       "607       CHEMBL315  5.809115e-21\n",
       "608      CHEMBL3150  4.798836e-52\n",
       "609      CHEMBL3151  3.951019e-13\n",
       "610      CHEMBL3155  2.662111e-32\n",
       "611      CHEMBL3156  2.535986e-38\n",
       "612      CHEMBL3157  2.655898e-39\n",
       "613      CHEMBL3160  2.089691e-53\n",
       "614      CHEMBL3166  3.881891e-15\n",
       "615       CHEMBL317  1.604419e-24\n",
       "616      CHEMBL3176  3.001833e-24\n",
       "617       CHEMBL318  1.582114e-26\n",
       "618      CHEMBL3180  1.942751e-21\n",
       "619      CHEMBL3181  6.218029e-22\n",
       "620       CHEMBL319  1.989498e-29\n",
       "621      CHEMBL3190  2.269949e-26\n",
       "622      CHEMBL3192  5.339974e-23\n",
       "623      CHEMBL3194  6.691387e-19\n",
       "624      CHEMBL3195  6.663016e-30\n",
       "625      CHEMBL3198  3.378172e-25\n",
       "626      CHEMBL3199  1.594012e-24\n",
       "627       CHEMBL320  2.141730e-42\n",
       "628      CHEMBL3201  3.541963e-10\n",
       "629      CHEMBL3202  1.226863e-42\n",
       "630      CHEMBL3203  2.745735e-29\n",
       "631       CHEMBL321  1.578496e-16\n",
       "632       CHEMBL322  1.063885e-30\n",
       "633      CHEMBL3222  2.626769e-34\n",
       "634      CHEMBL3223  7.144769e-31\n",
       "635      CHEMBL3227  6.192942e-28\n",
       "636      CHEMBL3229  7.986373e-25\n",
       "637       CHEMBL323  8.441722e-22\n",
       "638      CHEMBL3230  1.678048e-16\n",
       "639      CHEMBL3231  1.003918e-11\n",
       "640      CHEMBL3234  8.022993e-19\n",
       "641      CHEMBL3236  3.578101e-17\n",
       "642      CHEMBL3238  3.310329e-23\n",
       "643       CHEMBL324  6.530728e-23\n",
       "644      CHEMBL3241  5.860909e-29\n",
       "645      CHEMBL3242  6.138290e-17\n",
       "646      CHEMBL3243  1.482011e-17\n",
       "647   CHEMBL3243909  1.008794e-24\n",
       "648      CHEMBL3247  6.416153e-51\n",
       "649       CHEMBL325  1.159209e-21\n",
       "650      CHEMBL3250  8.866320e-25\n",
       "651      CHEMBL3251  1.907328e-06\n",
       "652      CHEMBL3252  8.368392e-01\n",
       "653      CHEMBL3253  7.568623e-07\n",
       "654      CHEMBL3254  1.099380e-32\n",
       "655       CHEMBL326  7.695519e-31\n",
       "656      CHEMBL3262  1.743089e-37\n",
       "657      CHEMBL3263  6.297565e-38\n",
       "658      CHEMBL3267  8.270848e-23\n",
       "659      CHEMBL3268  8.278428e-20\n",
       "660       CHEMBL327  1.030775e-19\n",
       "661      CHEMBL3272  1.060631e-19\n",
       "662      CHEMBL3278  1.167381e-35\n",
       "663      CHEMBL3286  3.149836e-16\n",
       "664       CHEMBL329  4.005182e-27\n",
       "665       CHEMBL330  7.317930e-26\n",
       "666      CHEMBL3305  1.135647e-38\n",
       "667      CHEMBL3308  5.393719e-31\n",
       "668       CHEMBL331  5.215754e-24\n",
       "669      CHEMBL3310  8.544129e-27\n",
       "670      CHEMBL3313  5.086250e-51\n",
       "671      CHEMBL3314  6.054522e-22\n",
       "672      CHEMBL3318  8.662541e-22\n",
       "673       CHEMBL332  2.713249e-19\n",
       "674      CHEMBL3321  1.270659e-30\n",
       "675      CHEMBL3322  6.233325e-33\n",
       "676      CHEMBL3326  8.995089e-22\n",
       "677       CHEMBL333  4.716534e-17\n",
       "678      CHEMBL3332  5.560520e-47\n",
       "679      CHEMBL3333  2.963001e-22\n",
       "680      CHEMBL3337  4.042744e-33\n",
       "681      CHEMBL3338  1.742656e-39\n",
       "682      CHEMBL3344  7.631612e-28\n",
       "683      CHEMBL3345  1.119977e-37\n",
       "684      CHEMBL3348  2.898393e-37\n",
       "685      CHEMBL3349  2.927837e-40\n",
       "686       CHEMBL335  2.942917e-18\n",
       "687      CHEMBL3351  2.097994e-32\n",
       "688      CHEMBL3356  4.570473e-09\n",
       "689      CHEMBL3357  3.891986e-07\n",
       "690      CHEMBL3358  9.778316e-20\n",
       "691      CHEMBL3359  1.378814e-19\n",
       "692      CHEMBL3360  2.423494e-32\n",
       "693      CHEMBL3361  1.008455e-30\n",
       "694      CHEMBL3367  1.573290e-26\n",
       "695      CHEMBL3368  8.147456e-39\n",
       "696      CHEMBL3369  9.750467e-44\n",
       "697      CHEMBL3371  2.096255e-26\n",
       "698      CHEMBL3373  1.718071e-22\n",
       "699      CHEMBL3374  7.347545e-52\n",
       "700      CHEMBL3377  7.258129e-53\n",
       "701       CHEMBL338  2.736938e-40\n",
       "702      CHEMBL3382  2.520915e-25\n",
       "703      CHEMBL3384  1.368324e-16\n",
       "704       CHEMBL339  4.218784e-26\n",
       "705      CHEMBL3392  1.507966e-36\n",
       "706      CHEMBL3394  4.417408e-22\n",
       "707      CHEMBL3397  1.018997e-04\n",
       "708      CHEMBL3399  3.695923e-22\n",
       "709   CHEMBL3399910  5.874817e-44\n",
       "710       CHEMBL340  3.122023e-05\n",
       "711      CHEMBL3401  5.312927e-24\n",
       "712      CHEMBL3402  1.047047e-20\n",
       "713      CHEMBL3403  1.413721e-24\n",
       "714      CHEMBL3406  4.956169e-27\n",
       "715      CHEMBL3411  6.428941e-11\n",
       "716      CHEMBL3414  1.079179e-32\n",
       "717      CHEMBL3415  7.978528e-32\n",
       "718      CHEMBL3416  1.643549e-31\n",
       "719      CHEMBL3419  1.342790e-35\n",
       "720      CHEMBL3423  4.233929e-30\n",
       "721      CHEMBL3426  3.538329e-23\n",
       "722      CHEMBL3427  3.605537e-30\n",
       "723      CHEMBL3429  4.506275e-25\n",
       "724      CHEMBL3437  1.054958e-17\n",
       "725      CHEMBL3438  9.853284e-23\n",
       "726      CHEMBL3439  3.868053e-37\n",
       "727       CHEMBL344  8.388800e-28\n",
       "728      CHEMBL3446  1.548603e-33\n",
       "729      CHEMBL3455  6.238844e-27\n",
       "730      CHEMBL3457  1.492417e-27\n",
       "731      CHEMBL3459  4.393751e-23\n",
       "732      CHEMBL3464  3.571597e-23\n",
       "733      CHEMBL3465  4.800782e-31\n",
       "734      CHEMBL3467  1.472751e-23\n",
       "735      CHEMBL3468  1.058754e-26\n",
       "736      CHEMBL3471  4.735742e-26\n",
       "737      CHEMBL3473  1.153412e-31\n",
       "738      CHEMBL3474  8.077612e-35\n",
       "739      CHEMBL3475  4.649048e-18\n",
       "740      CHEMBL3476  5.100120e-18\n",
       "741      CHEMBL3478  1.984821e-47\n",
       "742      CHEMBL3481  4.957756e-30\n",
       "743      CHEMBL3486  1.801650e-24\n",
       "744      CHEMBL3501  7.588943e-40\n",
       "745      CHEMBL3508  8.366022e-34\n",
       "746      CHEMBL3510  9.207195e-19\n",
       "747      CHEMBL3513  4.302132e-33\n",
       "748      CHEMBL3514  1.476363e-40\n",
       "749      CHEMBL3516  6.960038e-27\n",
       "750      CHEMBL3521  1.401947e-33\n",
       "751      CHEMBL3522  1.676625e-25\n",
       "752      CHEMBL3524  2.222646e-30\n",
       "753      CHEMBL3526  1.672876e-23\n",
       "754      CHEMBL3529  1.574960e-10\n",
       "755      CHEMBL3535  3.296912e-24\n",
       "756      CHEMBL3544  1.811980e-35\n",
       "757      CHEMBL3548  1.390012e-22\n",
       "758      CHEMBL3553  5.260682e-13\n",
       "759      CHEMBL3559  6.429122e-35\n",
       "760   CHEMBL3559643  1.074897e-36\n",
       "761      CHEMBL3563  5.318226e-10\n",
       "762      CHEMBL3565  2.698605e-34\n",
       "763      CHEMBL3568  1.951798e-28\n",
       "764      CHEMBL3569  2.647172e-31\n",
       "765      CHEMBL3571  1.483129e-44\n",
       "766      CHEMBL3572  5.015096e-37\n",
       "767      CHEMBL3577  1.026421e-09\n",
       "768      CHEMBL3582  1.369531e-27\n",
       "769      CHEMBL3587  1.523106e-13\n",
       "770      CHEMBL3589  2.760712e-44\n",
       "771      CHEMBL3590  2.236124e-39\n",
       "772      CHEMBL3593  7.054191e-31\n",
       "773      CHEMBL3594  2.439458e-18\n",
       "774      CHEMBL3597  2.021189e-27\n",
       "775      CHEMBL3602  1.250179e-39\n",
       "776      CHEMBL3604  2.928482e-30\n",
       "777      CHEMBL3607  2.295138e-27\n",
       "778      CHEMBL3614  6.116784e-27\n",
       "779      CHEMBL3616  9.287651e-37\n",
       "780      CHEMBL3622  1.254731e-06\n",
       "781      CHEMBL3623  3.016217e-26\n",
       "782      CHEMBL3629  5.706947e-14\n",
       "783      CHEMBL3636  9.056756e-28\n",
       "784      CHEMBL3637  6.197346e-20\n",
       "785      CHEMBL3638  4.597982e-36\n",
       "786      CHEMBL3649  8.309896e-23\n",
       "787      CHEMBL3650  1.070988e-15\n",
       "788      CHEMBL3655  2.577965e-31\n",
       "789      CHEMBL3656  1.210002e-21\n",
       "790      CHEMBL3658  8.575974e-21\n",
       "791      CHEMBL3666  3.248904e-19\n",
       "792      CHEMBL3676  8.530543e-35\n",
       "793      CHEMBL3683  2.642943e-28\n",
       "794      CHEMBL3687  3.576141e-09\n",
       "795      CHEMBL3691  4.721537e-23\n",
       "796      CHEMBL3693  7.996305e-28\n",
       "797      CHEMBL3706  1.128507e-29\n",
       "798      CHEMBL3710  6.475935e-41\n",
       "799      CHEMBL3717  1.622349e-21\n",
       "800      CHEMBL3720  8.676674e-32\n",
       "801      CHEMBL3721  3.472029e-14\n",
       "802      CHEMBL3724  2.215027e-24\n",
       "803      CHEMBL3729  5.116132e-14\n",
       "804      CHEMBL3733  7.767238e-31\n",
       "805      CHEMBL3735  1.283370e-20\n",
       "806      CHEMBL3736  1.260860e-37\n",
       "807      CHEMBL3737  1.534485e-21\n",
       "808      CHEMBL3738  5.097822e-41\n",
       "809      CHEMBL3740  1.767105e-22\n",
       "810      CHEMBL3744  9.366835e-27\n",
       "811      CHEMBL3746  2.027423e-34\n",
       "812      CHEMBL3753  3.989924e-27\n",
       "813      CHEMBL3754  3.389230e-23\n",
       "814      CHEMBL3759  1.355700e-41\n",
       "815      CHEMBL3761  4.542128e-54\n",
       "816      CHEMBL3764  1.326590e-29\n",
       "817      CHEMBL3766  5.439034e-36\n",
       "818      CHEMBL3768  3.181766e-54\n",
       "819      CHEMBL3769  6.548636e-34\n",
       "820      CHEMBL3771  2.340525e-23\n",
       "821      CHEMBL3772  1.341731e-35\n",
       "822      CHEMBL3775  1.371869e-20\n",
       "823      CHEMBL3776  5.072028e-32\n",
       "824      CHEMBL3778  4.582703e-14\n",
       "825      CHEMBL3780  7.712765e-42\n",
       "826      CHEMBL3783  2.264215e-23\n",
       "827      CHEMBL3784  1.222897e-23\n",
       "828      CHEMBL3785  5.418087e-34\n",
       "829      CHEMBL3788  9.663419e-15\n",
       "830      CHEMBL3795  5.725764e-32\n",
       "831      CHEMBL3797  1.341256e-09\n",
       "832      CHEMBL3798  2.536379e-51\n",
       "833      CHEMBL3802  3.564191e-27\n",
       "834      CHEMBL3807  3.615708e-19\n",
       "835      CHEMBL3813  3.764090e-35\n",
       "836      CHEMBL3815  1.866226e-42\n",
       "837      CHEMBL3816  1.070859e-32\n",
       "838      CHEMBL3817  5.164125e-22\n",
       "839      CHEMBL3819  1.435760e-31\n",
       "840      CHEMBL3820  4.517662e-32\n",
       "841      CHEMBL3829  3.184981e-06\n",
       "842      CHEMBL3830  7.729041e-12\n",
       "843      CHEMBL3831  2.366577e-08\n",
       "844      CHEMBL3833  1.312002e-15\n",
       "845      CHEMBL3835  1.781637e-08\n",
       "846      CHEMBL3836  4.920569e-11\n",
       "847      CHEMBL3837  3.821183e-23\n",
       "848      CHEMBL3858  1.500535e-31\n",
       "849      CHEMBL3859  2.955480e-34\n",
       "850      CHEMBL3863  2.221651e-24\n",
       "851      CHEMBL3864  1.144223e-04\n",
       "852      CHEMBL3868  8.251622e-35\n",
       "853      CHEMBL3869  1.893277e-25\n",
       "854      CHEMBL3870  3.355701e-30\n",
       "855      CHEMBL3872  8.233286e-34\n",
       "856      CHEMBL3878  2.972377e-40\n",
       "857      CHEMBL3880  6.815724e-10\n",
       "858      CHEMBL3881  8.595612e-30\n",
       "859      CHEMBL3882  1.485718e-22\n",
       "860      CHEMBL3884  5.018030e-60\n",
       "861      CHEMBL3886  1.466094e-09\n",
       "862      CHEMBL3890  4.261622e-27\n",
       "863      CHEMBL3891  1.329403e-28\n",
       "864      CHEMBL3892  1.708453e-28\n",
       "865      CHEMBL3897  1.016929e-28\n",
       "866      CHEMBL3898  4.778167e-38\n",
       "867      CHEMBL3902  1.668974e-33\n",
       "868      CHEMBL3905  7.436153e-11\n",
       "869      CHEMBL3906  6.152334e-15\n",
       "870      CHEMBL3910  2.711668e-40\n",
       "871      CHEMBL3911  7.484183e-35\n",
       "872      CHEMBL3912  4.202663e-17\n",
       "873      CHEMBL3913  9.050480e-22\n",
       "874      CHEMBL3920  2.113902e-29\n",
       "875      CHEMBL3921  5.771613e-34\n",
       "876      CHEMBL3922  1.050253e-25\n",
       "877      CHEMBL3923  4.819276e-27\n",
       "878      CHEMBL3927  1.210908e-14\n",
       "879      CHEMBL3928  4.497295e-31\n",
       "880      CHEMBL3933  3.419634e-33\n",
       "881      CHEMBL3935  3.896705e-16\n",
       "882      CHEMBL3942  5.134899e-27\n",
       "883      CHEMBL3943  1.432618e-33\n",
       "884      CHEMBL3948  1.562625e-47\n",
       "885      CHEMBL3949  8.702301e-43\n",
       "886      CHEMBL3952  1.390039e-32\n",
       "887      CHEMBL3959  4.877957e-17\n",
       "888      CHEMBL3961  3.495155e-24\n",
       "889      CHEMBL3963  3.015003e-31\n",
       "890      CHEMBL3965  1.149004e-29\n",
       "891      CHEMBL3969  2.726509e-16\n",
       "892      CHEMBL3972  8.186963e-36\n",
       "893      CHEMBL3974  7.418343e-38\n",
       "894      CHEMBL3975  9.478557e-30\n",
       "895      CHEMBL3976  5.849734e-42\n",
       "896      CHEMBL3979  5.541303e-30\n",
       "897      CHEMBL3980  2.579501e-16\n",
       "898      CHEMBL3981  1.614227e-11\n",
       "899      CHEMBL3982  5.141286e-12\n",
       "900      CHEMBL3983  1.887407e-20\n",
       "901      CHEMBL3985  5.974238e-41\n",
       "902      CHEMBL3991  9.601907e-23\n",
       "903      CHEMBL3994  8.988463e-27\n",
       "904      CHEMBL3996  5.031850e-49\n",
       "905      CHEMBL3997  2.357964e-27\n",
       "906      CHEMBL3998  1.148454e-38\n",
       "907      CHEMBL4000  2.157733e-25\n",
       "908      CHEMBL4005  1.200250e-20\n",
       "909       CHEMBL401  1.179438e-31\n",
       "910      CHEMBL4014  1.114241e-12\n",
       "911      CHEMBL4015  7.495774e-38\n",
       "912      CHEMBL4016  2.207078e-27\n",
       "913      CHEMBL4017  3.949538e-24\n",
       "914      CHEMBL4018  7.521754e-29\n",
       "915       CHEMBL402  7.649725e-35\n",
       "916      CHEMBL4026  3.797869e-15\n",
       "917      CHEMBL4027  6.072174e-30\n",
       "918      CHEMBL4028  3.694861e-33\n",
       "919      CHEMBL4029  3.197634e-41\n",
       "920      CHEMBL4031  9.515127e-18\n",
       "921      CHEMBL4033  1.909794e-43\n",
       "922      CHEMBL4035  7.889406e-46\n",
       "923      CHEMBL4036  1.216705e-14\n",
       "924      CHEMBL4037  1.010903e-18\n",
       "925      CHEMBL4040  2.207741e-09\n",
       "926      CHEMBL4045  2.118577e-08\n",
       "927      CHEMBL4047  7.098197e-30\n",
       "928      CHEMBL4051  1.827731e-22\n",
       "929      CHEMBL4054  4.775866e-48\n",
       "930      CHEMBL4062  2.177196e-29\n",
       "931      CHEMBL4068  5.471762e-28\n",
       "932      CHEMBL4070  5.524220e-14\n",
       "933      CHEMBL4071  6.615961e-20\n",
       "934      CHEMBL4072  5.802757e-32\n",
       "935      CHEMBL4073  8.153298e-28\n",
       "936      CHEMBL4074  5.694555e-55\n",
       "937      CHEMBL4077  8.737631e-39\n",
       "938      CHEMBL4078  2.642649e-23\n",
       "939      CHEMBL4079  2.699118e-19\n",
       "940      CHEMBL4080  1.268736e-41\n",
       "941      CHEMBL4081  1.506112e-31\n",
       "942      CHEMBL4086  3.025825e-45\n",
       "943      CHEMBL4087  3.981335e-25\n",
       "944      CHEMBL4090  3.969270e-17\n",
       "945      CHEMBL4091  1.704089e-22\n",
       "946      CHEMBL4093  4.365533e-26\n",
       "947      CHEMBL4096  1.432170e-08\n",
       "948      CHEMBL4098  1.124546e-25\n",
       "949      CHEMBL4101  2.223175e-13\n",
       "950      CHEMBL4102  1.051446e-20\n",
       "951      CHEMBL4105  8.421520e-37\n",
       "952      CHEMBL4106  2.694720e-40\n",
       "953      CHEMBL4111  1.075120e-42\n",
       "954      CHEMBL4114  2.162259e-35\n",
       "955      CHEMBL4117  1.378871e-30\n",
       "956      CHEMBL4121  5.549241e-08\n",
       "957      CHEMBL4123  2.146402e-14\n",
       "958      CHEMBL4124  2.143399e-37\n",
       "959      CHEMBL4128  2.124491e-21\n",
       "960      CHEMBL4130  4.278493e-31\n",
       "961      CHEMBL4132  2.251203e-48\n",
       "962      CHEMBL4133  9.059332e-31\n",
       "963      CHEMBL4135  1.735386e-34\n",
       "964      CHEMBL4140  3.081552e-31\n",
       "965      CHEMBL4142  3.319273e-11\n",
       "966      CHEMBL4143  1.246022e-09\n",
       "967      CHEMBL4145  2.463920e-20\n",
       "968      CHEMBL4147  2.282211e-11\n",
       "969      CHEMBL4150  3.656494e-25\n",
       "970      CHEMBL4153  1.146694e-46\n",
       "971      CHEMBL4158  2.953940e-25\n",
       "972      CHEMBL4161  4.556219e-12\n",
       "973      CHEMBL4175  2.640780e-10\n",
       "974      CHEMBL4176  1.684016e-27\n",
       "975      CHEMBL4179  6.098161e-18\n",
       "976      CHEMBL4187  3.097367e-21\n",
       "977      CHEMBL4188  8.077502e-25\n",
       "978      CHEMBL4191  1.345741e-39\n",
       "979      CHEMBL4198  5.041810e-47\n",
       "980      CHEMBL4202  6.748733e-09\n",
       "981      CHEMBL4203  3.230461e-15\n",
       "982      CHEMBL4204  7.705438e-11\n",
       "983      CHEMBL4211  8.256369e-19\n",
       "984      CHEMBL4218  8.932810e-11\n",
       "985      CHEMBL4223  7.531303e-10\n",
       "986      CHEMBL4224  3.215596e-18\n",
       "987      CHEMBL4225  1.845085e-12\n",
       "988      CHEMBL4226  1.816887e-19\n",
       "989      CHEMBL4227  1.440813e-20\n",
       "990      CHEMBL4234  1.394741e-31\n",
       "991      CHEMBL4235  2.797990e-31\n",
       "992      CHEMBL4237  1.779250e-15\n",
       "993      CHEMBL4244  7.936464e-36\n",
       "994      CHEMBL4247  2.000140e-14\n",
       "995      CHEMBL4261  1.022205e-10\n",
       "996      CHEMBL4263  7.898051e-24\n",
       "997      CHEMBL4267  4.490867e-21\n",
       "998      CHEMBL4270  4.669262e-19\n",
       "999      CHEMBL4273  3.486762e-09\n",
       "1000     CHEMBL4282  3.055989e-26\n",
       "1001     CHEMBL4296  1.092132e-46\n",
       "1002     CHEMBL4302  2.753936e-16\n",
       "1003     CHEMBL4303  5.151595e-25\n",
       "1004     CHEMBL4304  3.454744e-20\n",
       "1005     CHEMBL4305  5.372214e-26\n",
       "1006     CHEMBL4306  5.019720e-31\n",
       "1007     CHEMBL4308  1.427899e-38\n",
       "1008     CHEMBL4315  2.874219e-40\n",
       "1009     CHEMBL4317  1.266993e-33\n",
       "1010     CHEMBL4321  6.845439e-34\n",
       "1011     CHEMBL4329  1.943853e-39\n",
       "1012     CHEMBL4330  1.696512e-29\n",
       "1013     CHEMBL4333  8.717375e-22\n",
       "1014     CHEMBL4335  1.050327e-35\n",
       "1015     CHEMBL4336  3.086301e-35\n",
       "1016     CHEMBL4338  8.212166e-37\n",
       "1017     CHEMBL4342  1.106362e-23\n",
       "1018     CHEMBL4354  2.634188e-32\n",
       "1019     CHEMBL4355  6.983271e-12\n",
       "1020     CHEMBL4358  3.781521e-23\n",
       "1021     CHEMBL4360  8.718814e-42\n",
       "1022     CHEMBL4361  3.431526e-08\n",
       "1023     CHEMBL4367  1.910416e-08\n",
       "1024     CHEMBL4370  3.865192e-39\n",
       "1025     CHEMBL4372  6.132897e-09\n",
       "1026     CHEMBL4375  7.809684e-06\n",
       "1027     CHEMBL4376  1.245519e-20\n",
       "1028     CHEMBL4383  1.663554e-34\n",
       "1029     CHEMBL4391  1.167213e-35\n",
       "1030     CHEMBL4393  5.036060e-21\n",
       "1031     CHEMBL4394  5.970692e-35\n",
       "1032     CHEMBL4398  1.396355e-38\n",
       "1033     CHEMBL4400  3.227820e-16\n",
       "1034     CHEMBL4402  5.103693e-30\n",
       "1035     CHEMBL4408  1.798727e-48\n",
       "1036     CHEMBL4409  3.042523e-31\n",
       "1037     CHEMBL4414  2.618405e-26\n",
       "1038     CHEMBL4420  4.664662e-35\n",
       "1039     CHEMBL4421  1.242831e-28\n",
       "1040     CHEMBL4422  1.568544e-33\n",
       "1041     CHEMBL4426  9.283996e-19\n",
       "1042     CHEMBL4427  2.502255e-32\n",
       "1043     CHEMBL4429  9.909237e-41\n",
       "1044     CHEMBL4430  1.258547e-26\n",
       "1045     CHEMBL4439  6.853959e-36\n",
       "1046     CHEMBL4441  1.145648e-38\n",
       "1047     CHEMBL4444  4.843070e-20\n",
       "1048     CHEMBL4454  1.649144e-09\n",
       "1049     CHEMBL4461  4.456619e-22\n",
       "1050     CHEMBL4462  6.650801e-09\n",
       "1051     CHEMBL4468  1.497480e-35\n",
       "1052     CHEMBL4471  4.280475e-41\n",
       "1053     CHEMBL4472  5.210482e-33\n",
       "1054     CHEMBL4477  1.126664e-37\n",
       "1055     CHEMBL4478  2.282265e-34\n",
       "1056     CHEMBL4481  2.686101e-28\n",
       "1057     CHEMBL4482  9.134538e-13\n",
       "1058     CHEMBL4497  1.173967e-21\n",
       "1059     CHEMBL4501  1.836450e-12\n",
       "1060     CHEMBL4503  1.199220e-37\n",
       "1061     CHEMBL4506  9.354892e-19\n",
       "1062     CHEMBL4508  3.524471e-39\n",
       "1063     CHEMBL4516  1.394609e-10\n",
       "1064     CHEMBL4518  1.023289e-30\n",
       "1065     CHEMBL4521  2.526348e-23\n",
       "1066     CHEMBL4523  8.648459e-30\n",
       "1067     CHEMBL4525  1.127516e-11\n",
       "1068     CHEMBL4526  1.228123e-12\n",
       "1069     CHEMBL4527  6.711717e-16\n",
       "1070     CHEMBL4530  5.139977e-25\n",
       "1071     CHEMBL4550  6.628074e-47\n",
       "1072     CHEMBL4552  2.519237e-44\n",
       "1073     CHEMBL4556  1.290195e-32\n",
       "1074     CHEMBL4559  1.553354e-40\n",
       "1075     CHEMBL4561  4.779002e-35\n",
       "1076     CHEMBL4564  4.723026e-32\n",
       "1077     CHEMBL4566  2.310147e-37\n",
       "1078     CHEMBL4575  6.534670e-09\n",
       "1079     CHEMBL4576  3.608992e-14\n",
       "1080     CHEMBL4577  2.703308e-14\n",
       "1081     CHEMBL4578  9.537763e-11\n",
       "1082     CHEMBL4580  7.998036e-33\n",
       "1083     CHEMBL4581  1.094534e-29\n",
       "1084     CHEMBL4586  4.305375e-17\n",
       "1085     CHEMBL4588  2.480285e-31\n",
       "1086     CHEMBL4592  6.446843e-20\n",
       "1087     CHEMBL4596  2.258407e-28\n",
       "1088     CHEMBL4597  6.883973e-12\n",
       "1089     CHEMBL4599  4.190567e-16\n",
       "1090     CHEMBL4600  3.780646e-15\n",
       "1091     CHEMBL4601  2.224902e-17\n",
       "1092     CHEMBL4607  1.467353e-26\n",
       "1093     CHEMBL4608  5.171650e-37\n",
       "1094     CHEMBL4611  1.637830e-23\n",
       "1095     CHEMBL4614  5.653561e-26\n",
       "1096     CHEMBL4616  4.669777e-28\n",
       "1097     CHEMBL4617  1.831699e-41\n",
       "1098     CHEMBL4618  4.892246e-43\n",
       "1099     CHEMBL4619  5.633806e-29\n",
       "1100     CHEMBL4620  3.665374e-28\n",
       "1101     CHEMBL4625  7.369776e-18\n",
       "1102     CHEMBL4630  3.023993e-24\n",
       "1103     CHEMBL4631  4.182159e-23\n",
       "1104     CHEMBL4633  3.766050e-30\n",
       "1105     CHEMBL4641  1.032261e-35\n",
       "1106     CHEMBL4644  1.947942e-38\n",
       "1107     CHEMBL4647  1.247515e-34\n",
       "1108     CHEMBL4649  1.094959e-42\n",
       "1109     CHEMBL4652  3.336729e-49\n",
       "1110     CHEMBL4653  3.894910e-39\n",
       "1111     CHEMBL4657  1.917957e-44\n",
       "1112     CHEMBL4660  5.532705e-27\n",
       "1113     CHEMBL4662  4.895473e-25\n",
       "1114     CHEMBL4666  2.243169e-30\n",
       "1115     CHEMBL4670  1.094482e-12\n",
       "1116     CHEMBL4674  3.276858e-13\n",
       "1117     CHEMBL4675  5.656012e-34\n",
       "1118     CHEMBL4681  6.844684e-21\n",
       "1119     CHEMBL4683  2.232990e-36\n",
       "1120     CHEMBL4685  6.071502e-17\n",
       "1121     CHEMBL4695  9.448516e-14\n",
       "1122     CHEMBL4696  7.184522e-26\n",
       "1123     CHEMBL4697  2.308648e-04\n",
       "1124     CHEMBL4698  4.725055e-36\n",
       "1125     CHEMBL4699  3.772958e-33\n",
       "1126     CHEMBL4701  5.963189e-33\n",
       "1127     CHEMBL4702  3.195007e-34\n",
       "1128     CHEMBL4708  2.289236e-12\n",
       "1129     CHEMBL4714  1.010285e-39\n",
       "1130     CHEMBL4718  6.381673e-12\n",
       "1131     CHEMBL4722  6.672832e-15\n",
       "1132     CHEMBL4729  6.554446e-16\n",
       "1133     CHEMBL4730  9.381110e-21\n",
       "1134     CHEMBL4736  3.315194e-22\n",
       "1135     CHEMBL4744  1.566326e-29\n",
       "1136     CHEMBL4761  8.801387e-31\n",
       "1137     CHEMBL4766  2.145847e-20\n",
       "1138     CHEMBL4767  6.305085e-48\n",
       "1139     CHEMBL4768  2.290878e-27\n",
       "1140     CHEMBL4769  2.160355e-30\n",
       "1141     CHEMBL4772  3.497604e-32\n",
       "1142     CHEMBL4773  9.208469e-36\n",
       "1143     CHEMBL4777  3.286867e-20\n",
       "1144     CHEMBL4779  5.506798e-25\n",
       "1145     CHEMBL4780  7.097025e-14\n",
       "1146     CHEMBL4789  2.377140e-17\n",
       "1147     CHEMBL4791  1.880437e-36\n",
       "1148     CHEMBL4792  1.798698e-44\n",
       "1149     CHEMBL4793  4.889196e-45\n",
       "1150     CHEMBL4794  6.200967e-36\n",
       "1151     CHEMBL4796  9.388613e-24\n",
       "1152     CHEMBL4801  6.793080e-23\n",
       "1153     CHEMBL4802  1.510441e-23\n",
       "1154     CHEMBL4803  1.775332e-25\n",
       "1155     CHEMBL4804  3.019433e-23\n",
       "1156     CHEMBL4805  2.810990e-44\n",
       "1157     CHEMBL4816  9.830064e-21\n",
       "1158     CHEMBL4822  5.973568e-21\n",
       "1159     CHEMBL4824  1.572335e-29\n",
       "1160     CHEMBL4828  4.067168e-36\n",
       "1161     CHEMBL4829  1.374345e-34\n",
       "1162     CHEMBL4835  2.199583e-22\n",
       "1163     CHEMBL4837  9.922192e-34\n",
       "1164     CHEMBL4840  2.049429e-33\n",
       "1165     CHEMBL4852  1.178201e-09\n",
       "1166     CHEMBL4860  1.858420e-19\n",
       "1167     CHEMBL4878  5.406757e-30\n",
       "1168     CHEMBL4892  1.829685e-35\n",
       "1169     CHEMBL4893  3.253994e-35\n",
       "1170     CHEMBL4895  2.332740e-13\n",
       "1171     CHEMBL4896  1.475787e-09\n",
       "1172     CHEMBL4897  2.815332e-15\n",
       "1173     CHEMBL4898  4.835095e-11\n",
       "1174     CHEMBL4899  8.205705e-28\n",
       "1175     CHEMBL4900  1.281526e-11\n",
       "1176     CHEMBL4903  1.444764e-25\n",
       "1177     CHEMBL4908  1.986954e-10\n",
       "1178     CHEMBL4909  1.019644e-32\n",
       "1179     CHEMBL4919  1.917213e-25\n",
       "1180     CHEMBL4921  1.804887e-26\n",
       "1181     CHEMBL4924  2.298925e-15\n",
       "1182     CHEMBL4931  4.364632e-24\n",
       "1183     CHEMBL4937  3.344604e-11\n",
       "1184     CHEMBL4940  9.012804e-18\n",
       "1185     CHEMBL4941  2.591313e-40\n",
       "1186     CHEMBL4948  3.265136e-12\n",
       "1187     CHEMBL4954  7.777998e-09\n",
       "1188     CHEMBL4956  2.454823e-35\n",
       "1189     CHEMBL4972  4.641397e-32\n",
       "1190     CHEMBL4973  6.829836e-26\n",
       "1191     CHEMBL4975  2.631514e-29\n",
       "1192     CHEMBL4977  1.729716e-27\n",
       "1193     CHEMBL4979  9.525423e-47\n",
       "1194     CHEMBL4980  1.896842e-30\n",
       "1195     CHEMBL4983  1.868139e-34\n",
       "1196     CHEMBL5010  5.230239e-34\n",
       "1197     CHEMBL5011  2.171011e-20\n",
       "1198     CHEMBL5014  4.199335e-13\n",
       "1199     CHEMBL5017  1.177227e-37\n",
       "1200     CHEMBL5023  3.546357e-29\n",
       "1201     CHEMBL5024  1.402156e-23\n",
       "1202     CHEMBL5026  8.064331e-18\n",
       "1203     CHEMBL5027  9.915759e-23\n",
       "1204     CHEMBL5028  1.016901e-35\n",
       "1205     CHEMBL5031  4.258392e-27\n",
       "1206     CHEMBL5035  2.240638e-41\n",
       "1207     CHEMBL5036  1.366472e-57\n",
       "1208     CHEMBL5038  1.225164e-26\n",
       "1209     CHEMBL5062  2.223344e-24\n",
       "1210     CHEMBL5067  6.254896e-35\n",
       "1211     CHEMBL5070  6.335301e-24\n",
       "1212     CHEMBL5071  2.371990e-29\n",
       "1213     CHEMBL5072  1.143240e-13\n",
       "1214     CHEMBL5073  8.112646e-09\n",
       "1215     CHEMBL5076  5.596762e-32\n",
       "1216     CHEMBL5077  1.010935e-29\n",
       "1217     CHEMBL5080  1.621679e-26\n",
       "1218     CHEMBL5084  1.008252e-08\n",
       "1219     CHEMBL5098  2.454377e-30\n",
       "1220     CHEMBL5102  1.050329e-37\n",
       "1221     CHEMBL5103  6.308301e-27\n",
       "1222     CHEMBL5106  4.223006e-27\n",
       "1223     CHEMBL5113  1.322111e-30\n",
       "1224     CHEMBL5122  1.435216e-13\n",
       "1225     CHEMBL5131  9.037691e-20\n",
       "1226     CHEMBL5136  1.636265e-34\n",
       "1227     CHEMBL5137  1.126452e-41\n",
       "1228     CHEMBL5141  8.901432e-32\n",
       "1229     CHEMBL5145  4.273101e-18\n",
       "1230     CHEMBL5147  4.904555e-22\n",
       "1231     CHEMBL5150  6.970292e-21\n",
       "1232     CHEMBL5158  7.806247e-27\n",
       "1233     CHEMBL5160  1.657701e-17\n",
       "1234     CHEMBL5162  1.192052e-11\n",
       "1235     CHEMBL5185  1.050473e-43\n",
       "1236     CHEMBL5189  5.141734e-34\n",
       "1237     CHEMBL5192  8.921248e-21\n",
       "1238     CHEMBL5200  2.812993e-34\n",
       "1239     CHEMBL5203  8.130090e-25\n",
       "1240     CHEMBL5211  3.409118e-23\n",
       "1241     CHEMBL5221  2.159720e-32\n",
       "1242     CHEMBL5251  1.351775e-12\n",
       "1243     CHEMBL5255  9.694982e-30\n",
       "1244     CHEMBL5261  1.686904e-08\n",
       "1245     CHEMBL5262  7.044451e-40\n",
       "1246     CHEMBL5263  2.913203e-45\n",
       "1247     CHEMBL5274  1.352743e-11\n",
       "1248     CHEMBL5282  2.732961e-29\n",
       "1249     CHEMBL5284  3.361801e-12\n",
       "1250     CHEMBL5285  1.138537e-29\n",
       "1251     CHEMBL5299  2.489010e-36\n",
       "1252     CHEMBL5310  2.565287e-18\n",
       "1253     CHEMBL5314  9.475106e-13\n",
       "1254     CHEMBL5319  3.897281e-11\n",
       "1255     CHEMBL5328  7.541337e-22\n",
       "1256     CHEMBL5330  2.249937e-08\n",
       "1257     CHEMBL5331  8.194208e-21\n",
       "1258     CHEMBL5332  1.613466e-17\n",
       "1259     CHEMBL5335  3.124066e-41\n",
       "1260     CHEMBL5337  6.908558e-13\n",
       "1261     CHEMBL5339  1.130191e-23\n",
       "1262     CHEMBL5351  1.109570e-33\n",
       "1263     CHEMBL5353  4.442646e-37\n",
       "1264     CHEMBL5355  4.090085e-27\n",
       "1265     CHEMBL5356  2.577998e-27\n",
       "1266     CHEMBL5358  1.014981e-14\n",
       "1267     CHEMBL5360  3.205226e-24\n",
       "1268     CHEMBL5364  1.850267e-15\n",
       "1269     CHEMBL5366  1.145503e-20\n",
       "1270     CHEMBL5368  2.521382e-20\n",
       "1271     CHEMBL5373  4.351140e-30\n",
       "1272     CHEMBL5375  2.339824e-35\n",
       "1273     CHEMBL5378  7.174683e-21\n",
       "1274     CHEMBL5387  6.747701e-19\n",
       "1275     CHEMBL5393  9.955955e-20\n",
       "1276     CHEMBL5401  1.675378e-15\n",
       "1277     CHEMBL5406  1.928942e-17\n",
       "1278     CHEMBL5407  2.931288e-23\n",
       "1279     CHEMBL5408  2.591018e-13\n",
       "1280     CHEMBL5409  4.408507e-42\n",
       "1281     CHEMBL5412  5.304350e-32\n",
       "1282     CHEMBL5413  1.390691e-28\n",
       "1283     CHEMBL5414  9.999117e-01\n",
       "1284     CHEMBL5419  1.750429e-13\n",
       "1285     CHEMBL5424  6.487919e-42\n",
       "1286     CHEMBL5432  4.075327e-14\n",
       "1287     CHEMBL5440  1.436329e-27\n",
       "1288     CHEMBL5441  1.059945e-34\n",
       "1289     CHEMBL5443  2.548925e-25\n",
       "1290     CHEMBL5445  1.445905e-45\n",
       "1291     CHEMBL5451  3.904229e-24\n",
       "1292     CHEMBL5455  5.480335e-11\n",
       "1293     CHEMBL5457  2.696300e-31\n",
       "1294     CHEMBL5462  7.358050e-46\n",
       "1295     CHEMBL5464  9.040974e-18\n",
       "1296     CHEMBL5465  2.771242e-28\n",
       "1297     CHEMBL5469  4.256344e-11\n",
       "1298     CHEMBL5471  1.407426e-17\n",
       "1299     CHEMBL5476  3.068093e-16\n",
       "1300     CHEMBL5480  4.554481e-37\n",
       "1301     CHEMBL5485  8.013578e-26\n",
       "1302     CHEMBL5491  1.757796e-28\n",
       "1303     CHEMBL5493  8.635790e-44\n",
       "1304     CHEMBL5498  7.282187e-31\n",
       "1305     CHEMBL5500  8.896933e-22\n",
       "1306     CHEMBL5508  2.980333e-15\n",
       "1307     CHEMBL5511  1.050419e-14\n",
       "1308     CHEMBL5514  2.827921e-07\n",
       "1309     CHEMBL5517  3.142730e-30\n",
       "1310     CHEMBL5518  8.901545e-11\n",
       "1311     CHEMBL5525  2.403382e-28\n",
       "1312     CHEMBL5533  1.645772e-17\n",
       "1313     CHEMBL5536  3.619338e-29\n",
       "1314     CHEMBL5538  8.631225e-30\n",
       "1315     CHEMBL5543  2.234020e-15\n",
       "1316     CHEMBL5555  2.516147e-36\n",
       "1317     CHEMBL5558  2.986670e-28\n",
       "1318     CHEMBL5567  5.721616e-17\n",
       "1319     CHEMBL5568  1.267840e-11\n",
       "1320     CHEMBL5570  1.168210e-31\n",
       "1321     CHEMBL5575  4.469463e-17\n",
       "1322     CHEMBL5579  2.002006e-14\n",
       "1323     CHEMBL5582  1.617209e-38\n",
       "1324     CHEMBL5600  1.024541e-10\n",
       "1325     CHEMBL5608  7.077296e-07\n",
       "1326     CHEMBL5619  2.761715e-13\n",
       "1327     CHEMBL5620  1.212204e-23\n",
       "1328     CHEMBL5627  1.150555e-10\n",
       "1329     CHEMBL5630  7.041580e-28\n",
       "1330     CHEMBL5631  1.024072e-11\n",
       "1331     CHEMBL5645  4.625461e-38\n",
       "1332     CHEMBL5650  3.564191e-10\n",
       "1333     CHEMBL5652  1.926894e-44\n",
       "1334     CHEMBL5658  8.236540e-20\n",
       "1335     CHEMBL5662  9.828032e-39\n",
       "1336     CHEMBL5669  1.526507e-32\n",
       "1337     CHEMBL5678  8.032286e-16\n",
       "1338     CHEMBL5683  4.472021e-11\n",
       "1339     CHEMBL5686  1.844520e-26\n",
       "1340     CHEMBL5689  1.711032e-35\n",
       "1341     CHEMBL5695  3.622944e-19\n",
       "1342     CHEMBL5697  1.078157e-32\n",
       "1343     CHEMBL5698  1.846178e-14\n",
       "1344     CHEMBL5699  1.467285e-11\n",
       "1345     CHEMBL5701  2.202671e-12\n",
       "1346     CHEMBL5703  2.156545e-08\n",
       "1347     CHEMBL5704  9.798021e-28\n",
       "1348     CHEMBL5705  3.604121e-33\n",
       "1349     CHEMBL5719  2.206283e-09\n",
       "1350     CHEMBL5720  2.448943e-56\n",
       "1351     CHEMBL5724  9.921700e-25\n",
       "1352     CHEMBL5747  1.398723e-17\n",
       "1353     CHEMBL5749  1.344570e-13\n",
       "1354     CHEMBL5756  1.274976e-21\n",
       "1355     CHEMBL5763  1.984057e-28\n",
       "1356     CHEMBL5767  3.508415e-10\n",
       "1357     CHEMBL5769  1.207926e-29\n",
       "1358     CHEMBL5774  3.933732e-30\n",
       "1359     CHEMBL5776  1.193690e-23\n",
       "1360     CHEMBL5784  1.117835e-13\n",
       "1361     CHEMBL5785  1.463577e-10\n",
       "1362     CHEMBL5786  6.644042e-42\n",
       "1363     CHEMBL5794  1.971003e-10\n",
       "1364     CHEMBL5800  7.022168e-17\n",
       "1365     CHEMBL5804  8.173359e-12\n",
       "1366     CHEMBL5805  1.168489e-20\n",
       "1367     CHEMBL5810  4.305009e-15\n",
       "1368     CHEMBL5818  2.805458e-12\n",
       "1369     CHEMBL5819  1.134777e-05\n",
       "1370     CHEMBL5831  2.246899e-34\n",
       "1371     CHEMBL5836  3.587201e-12\n",
       "1372     CHEMBL5845  2.112089e-23\n",
       "1373     CHEMBL5847  1.363742e-18\n",
       "1374     CHEMBL5850  2.599584e-24\n",
       "1375     CHEMBL5852  2.796369e-29\n",
       "1376     CHEMBL5857  3.005561e-17\n",
       "1377     CHEMBL5865  7.666212e-34\n",
       "1378     CHEMBL5868  2.111501e-21\n",
       "1379     CHEMBL5879  8.121227e-14\n",
       "1380     CHEMBL5896  1.916239e-18\n",
       "1381     CHEMBL5903  3.416377e-12\n",
       "1382     CHEMBL5905  1.784693e-16\n",
       "1383     CHEMBL5914  2.448004e-13\n",
       "1384     CHEMBL5932  8.772512e-21\n",
       "1385     CHEMBL5936  1.223104e-35\n",
       "1386     CHEMBL5938  1.081578e-28\n",
       "1387     CHEMBL5941  7.744167e-15\n",
       "1388     CHEMBL5951  8.322230e-30\n",
       "1389     CHEMBL5952  1.823703e-30\n",
       "1390     CHEMBL5971  6.655130e-37\n",
       "1391     CHEMBL5973  1.615796e-12\n",
       "1392     CHEMBL5979  4.909823e-14\n",
       "1393     CHEMBL5982  2.402254e-29\n",
       "1394     CHEMBL5983  3.006292e-25\n",
       "1395     CHEMBL5990  2.790039e-11\n",
       "1396     CHEMBL6002  4.669787e-14\n",
       "1397     CHEMBL6003  2.700667e-09\n",
       "1398     CHEMBL6005  2.419118e-16\n",
       "1399     CHEMBL6007  1.505555e-23\n",
       "1400     CHEMBL6009  2.896471e-36\n",
       "1401     CHEMBL6014  4.457922e-10\n",
       "1402     CHEMBL6029  3.424824e-22\n",
       "1403     CHEMBL6030  4.109872e-24\n",
       "1404     CHEMBL6032  9.807996e-38\n",
       "1405     CHEMBL6044  5.623107e-28\n",
       "1406     CHEMBL6056  6.892190e-40\n",
       "1407     CHEMBL6069  1.701275e-20\n",
       "1408     CHEMBL6079  6.364422e-20\n",
       "1409     CHEMBL6080  1.764343e-22\n",
       "1410     CHEMBL6084  2.749567e-26\n",
       "1411     CHEMBL6101  1.212606e-10\n",
       "1412     CHEMBL6110  3.338048e-08\n",
       "1413     CHEMBL6113  2.435879e-23\n",
       "1414     CHEMBL6115  9.165465e-25\n",
       "1415     CHEMBL6136  6.045737e-13\n",
       "1416     CHEMBL6137  6.164020e-26\n",
       "1417     CHEMBL6140  2.444566e-43\n",
       "1418     CHEMBL6141  6.131843e-41\n",
       "1419     CHEMBL6145  2.076364e-32\n",
       "1420     CHEMBL6152  8.242998e-15\n",
       "1421     CHEMBL6154  1.900664e-24\n",
       "1422     CHEMBL6164  2.297715e-20\n",
       "1423     CHEMBL6165  2.639575e-32\n",
       "1424     CHEMBL6166  1.687257e-12\n",
       "1425     CHEMBL6175  5.424444e-09\n",
       "1426     CHEMBL6184  5.869722e-37\n",
       "1427     CHEMBL6191  1.885214e-12\n",
       "1428     CHEMBL6194  6.826861e-24"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "predictions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The above is a pandas data frame with all the predictions across the 1429 targets."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x10c77b0d0>"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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Jc5IcS3LLGOOL09fcnuQHkzyW5NVjjHvO8L1twgCAFi50E3aYEnZlkivHGB+t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\nAQCsQAkDAFiBEgYAsAIlDABgBf8/SsGTxmgf7xwAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10d790910>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "predictions['proba'].hist()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As expected, most of the targets will have very low probability for this particular compound. But what about the targets with the highest probability scores?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "top_preds = predictions.sort_values(by='proba', ascending=False).head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>proba</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1283</th>\n",
       "      <td>CHEMBL5414</td>\n",
       "      <td>0.999912</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>CHEMBL210</td>\n",
       "      <td>0.994003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>652</th>\n",
       "      <td>CHEMBL3252</td>\n",
       "      <td>0.836839</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>CHEMBL213</td>\n",
       "      <td>0.747240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>477</th>\n",
       "      <td>CHEMBL275</td>\n",
       "      <td>0.660680</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1123</th>\n",
       "      <td>CHEMBL4697</td>\n",
       "      <td>0.000231</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>851</th>\n",
       "      <td>CHEMBL3864</td>\n",
       "      <td>0.000114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>707</th>\n",
       "      <td>CHEMBL3397</td>\n",
       "      <td>0.000102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>401</th>\n",
       "      <td>CHEMBL2535</td>\n",
       "      <td>0.000058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>710</th>\n",
       "      <td>CHEMBL340</td>\n",
       "      <td>0.000031</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              id     proba\n",
       "1283  CHEMBL5414  0.999912\n",
       "243    CHEMBL210  0.994003\n",
       "652   CHEMBL3252  0.836839\n",
       "249    CHEMBL213  0.747240\n",
       "477    CHEMBL275  0.660680\n",
       "1123  CHEMBL4697  0.000231\n",
       "851   CHEMBL3864  0.000114\n",
       "707   CHEMBL3397  0.000102\n",
       "401   CHEMBL2535  0.000058\n",
       "710    CHEMBL340  0.000031"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "top_preds"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, let's use the ChEMBL WS to get some more info on the most likely predicted targets."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def fetch_WS(trgt):\n",
    "    re = requests.get('https://www.ebi.ac.uk/chembl/api/data/target/{0}.json'.format(trgt))\n",
    "    return (trgt, re.json()['pref_name'], re.json()['organism'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "plist = []\n",
    "for i,e in enumerate(top_preds['id']):\n",
    "    plist.append(fetch_WS(e))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "target_info = pd.DataFrame(plist, columns =['id','name', 'organism'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>name</th>\n",
       "      <th>organism</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>CHEMBL5414</td>\n",
       "      <td>Beta-2 adrenergic receptor</td>\n",
       "      <td>Cavia porcellus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>CHEMBL210</td>\n",
       "      <td>Beta-2 adrenergic receptor</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>CHEMBL3252</td>\n",
       "      <td>Beta-1 adrenergic receptor</td>\n",
       "      <td>Rattus norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CHEMBL213</td>\n",
       "      <td>Beta-1 adrenergic receptor</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CHEMBL275</td>\n",
       "      <td>Phosphodiesterase 4B</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>CHEMBL4697</td>\n",
       "      <td>Hexose transporter 1</td>\n",
       "      <td>Plasmodium falciparum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>CHEMBL3864</td>\n",
       "      <td>Protein-tyrosine phosphatase 2C</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>CHEMBL3397</td>\n",
       "      <td>Cytochrome P450 2C9</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>CHEMBL2535</td>\n",
       "      <td>Glucose transporter</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>CHEMBL340</td>\n",
       "      <td>Cytochrome P450 3A4</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           id                             name               organism\n",
       "0  CHEMBL5414       Beta-2 adrenergic receptor        Cavia porcellus\n",
       "1   CHEMBL210       Beta-2 adrenergic receptor           Homo sapiens\n",
       "2  CHEMBL3252       Beta-1 adrenergic receptor      Rattus norvegicus\n",
       "3   CHEMBL213       Beta-1 adrenergic receptor           Homo sapiens\n",
       "4   CHEMBL275             Phosphodiesterase 4B           Homo sapiens\n",
       "5  CHEMBL4697             Hexose transporter 1  Plasmodium falciparum\n",
       "6  CHEMBL3864  Protein-tyrosine phosphatase 2C           Homo sapiens\n",
       "7  CHEMBL3397              Cytochrome P450 2C9           Homo sapiens\n",
       "8  CHEMBL2535              Glucose transporter           Homo sapiens\n",
       "9   CHEMBL340              Cytochrome P450 3A4           Homo sapiens"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "target_info"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>proba</th>\n",
       "      <th>name</th>\n",
       "      <th>organism</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>CHEMBL5414</td>\n",
       "      <td>0.999912</td>\n",
       "      <td>Beta-2 adrenergic receptor</td>\n",
       "      <td>Cavia porcellus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>CHEMBL210</td>\n",
       "      <td>0.994003</td>\n",
       "      <td>Beta-2 adrenergic receptor</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>CHEMBL3252</td>\n",
       "      <td>0.836839</td>\n",
       "      <td>Beta-1 adrenergic receptor</td>\n",
       "      <td>Rattus norvegicus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CHEMBL213</td>\n",
       "      <td>0.747240</td>\n",
       "      <td>Beta-1 adrenergic receptor</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CHEMBL275</td>\n",
       "      <td>0.660680</td>\n",
       "      <td>Phosphodiesterase 4B</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>CHEMBL4697</td>\n",
       "      <td>0.000231</td>\n",
       "      <td>Hexose transporter 1</td>\n",
       "      <td>Plasmodium falciparum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>CHEMBL3864</td>\n",
       "      <td>0.000114</td>\n",
       "      <td>Protein-tyrosine phosphatase 2C</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>CHEMBL3397</td>\n",
       "      <td>0.000102</td>\n",
       "      <td>Cytochrome P450 2C9</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>CHEMBL2535</td>\n",
       "      <td>0.000058</td>\n",
       "      <td>Glucose transporter</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>CHEMBL340</td>\n",
       "      <td>0.000031</td>\n",
       "      <td>Cytochrome P450 3A4</td>\n",
       "      <td>Homo sapiens</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           id     proba                             name               organism\n",
       "0  CHEMBL5414  0.999912       Beta-2 adrenergic receptor        Cavia porcellus\n",
       "1   CHEMBL210  0.994003       Beta-2 adrenergic receptor           Homo sapiens\n",
       "2  CHEMBL3252  0.836839       Beta-1 adrenergic receptor      Rattus norvegicus\n",
       "3   CHEMBL213  0.747240       Beta-1 adrenergic receptor           Homo sapiens\n",
       "4   CHEMBL275  0.660680             Phosphodiesterase 4B           Homo sapiens\n",
       "5  CHEMBL4697  0.000231             Hexose transporter 1  Plasmodium falciparum\n",
       "6  CHEMBL3864  0.000114  Protein-tyrosine phosphatase 2C           Homo sapiens\n",
       "7  CHEMBL3397  0.000102              Cytochrome P450 2C9           Homo sapiens\n",
       "8  CHEMBL2535  0.000058              Glucose transporter           Homo sapiens\n",
       "9   CHEMBL340  0.000031              Cytochrome P450 3A4           Homo sapiens"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.merge(top_preds, target_info)"
   ]
  }
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