diff --git "a/notebooks/best_fingerprint_search.ipynb" "b/notebooks/best_fingerprint_search.ipynb"
--- "a/notebooks/best_fingerprint_search.ipynb"
+++ "b/notebooks/best_fingerprint_search.ipynb"
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -45,7 +45,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -54,7 +54,7 @@
        "771"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -73,6 +73,7 @@
     "    test_df = active_df.sample(frac=test_split, random_state=42)\n",
     "    return test_df.index\n",
     "\n",
+    "protac_df['pDC50'] = -np.log10(protac_df['DC50 (nM)'] * 1e-9)\n",
     "active_df = protac_df[protac_df[active_col].notna()].copy()\n",
     "test_split = 0.1\n",
     "test_indices = get_random_split_indices(active_df, test_split)\n",
@@ -80,6 +81,2080 @@
     "len(train_val_df)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "6.935675466781487"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Get the mean of pDC50 for the active PROTACs\n",
+    "mean_pDC50 = active_df['pDC50'].mean()\n",
+    "mean_pDC50"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['Compound ID', 'Uniprot', 'Smiles', 'E3 Ligase', 'InChI', 'InChI Key',\n",
+       "       'Molecular Weight', 'Heavy Atom Count', 'Ring Count',\n",
+       "       'Rotatable Bond Count', 'Topological Polar Surface Area',\n",
+       "       'Hydrogen Bond Acceptor Count', 'Hydrogen Bond Donor Count',\n",
+       "       'Cell Type', 'Treatment Time (h)', 'DC50 (nM)', 'Dmax (%)', 'Active',\n",
+       "       'Article DOI', 'Comments', 'Database', 'Molecular Formula', 'cLogP',\n",
+       "       'Target', 'PDB', 'Name', 'Assay (DC50/Dmax)', 'Exact Mass', 'XLogP3',\n",
+       "       'Target (Parsed)', 'POI Sequence', 'E3 Ligase Uniprot',\n",
+       "       'E3 Ligase Sequence', 'Cell Line Identifier', 'Active - OR',\n",
+       "       'Active (Dmax 0.6, pDC50 6.0)', 'pDC50'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "train_val_df.columns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>69</th>\n",
+       "      <td>C=CC(=O)Nc1cccc(-n2c(=O)cc(C)c3cnc(Nc4ccc(N5CC...</td>\n",
+       "      <td>H1975/WR</td>\n",
+       "      <td>True</td>\n",
+       "      <td>5.9</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>P00533</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>10.1016/j.ejmech.2020.112199</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1229</th>\n",
+       "      <td>C=CC(=O)Nc1cccc(-n2c(=O)cc(C)c3cnc(Nc4ccc(N5CC...</td>\n",
+       "      <td>A431 siYAP</td>\n",
+       "      <td>False</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>P00533</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of EGFR in A431 cells after 16 h t...</td>\n",
+       "      <td>10.1016/j.ejmech.2020.112199</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "69    C=CC(=O)Nc1cccc(-n2c(=O)cc(C)c3cnc(Nc4ccc(N5CC...             H1975/WR   \n",
+       "1229  C=CC(=O)Nc1cccc(-n2c(=O)cc(C)c3cnc(Nc4ccc(N5CC...           A431 siYAP   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "69                           True        5.9     100.0  P00533       VHL   \n",
+       "1229                        False     2000.0       NaN  P00533       VHL   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "69                                                  NaN   \n",
+       "1229  Degradation of EGFR in A431 cells after 16 h t...   \n",
+       "\n",
+       "                       Article DOI  \n",
+       "69    10.1016/j.ejmech.2020.112199  \n",
+       "1229  10.1016/j.ejmech.2020.112199  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &    pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                  Article DOI \\\\\n",
+      "\\midrule\n",
+      " NaN & C=CC(=O)Nc1cccc(-n2c(=O)cc(C)c3cnc(Nc4ccc(N5CCN... &             H1975/WR &                         True & 8.229148 &     100.0 &  P00533 &       VHL &                                                NaN & 10.1016/j.ejmech.2020.112199 \\\\\n",
+      " NaN & C=CC(=O)Nc1cccc(-n2c(=O)cc(C)c3cnc(Nc4ccc(N5CCN... &           A431 siYAP &                        False & 5.698970 &       NaN &  P00533 &       VHL & Degradation of EGFR in A431 cells after 16 h tr... & 10.1016/j.ejmech.2020.112199 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1793</th>\n",
+       "      <td>CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...</td>\n",
+       "      <td>COLO 205</td>\n",
+       "      <td>True</td>\n",
+       "      <td>30.28</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>P33981</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of TTK in COLO-205/HCT-116 cells a...</td>\n",
+       "      <td>10.1021/acs.jmedchem.1c01768</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1794</th>\n",
+       "      <td>CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...</td>\n",
+       "      <td>HCT 116</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1000.00</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>P33981</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of TTK in COLO-205/HCT-116 cells a...</td>\n",
+       "      <td>10.1021/acs.jmedchem.1c01768</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "1793  CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...             COLO 205   \n",
+       "1794  CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...              HCT 116   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "1793                         True      30.28      64.0  P33981      CRBN   \n",
+       "1794                        False    1000.00      28.0  P33981      CRBN   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "1793  Degradation of TTK in COLO-205/HCT-116 cells a...   \n",
+       "1794  Degradation of TTK in COLO-205/HCT-116 cells a...   \n",
+       "\n",
+       "                       Article DOI  \n",
+       "1793  10.1021/acs.jmedchem.1c01768  \n",
+       "1794  10.1021/acs.jmedchem.1c01768  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &    pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                  Article DOI \\\\\n",
+      "\\midrule\n",
+      " NaN & CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4ccc... &             COLO 205 &                         True & 7.518844 &      64.0 &  P33981 &      CRBN & Degradation of TTK in COLO-205/HCT-116 cells af... & 10.1021/acs.jmedchem.1c01768 \\\\\n",
+      " NaN & CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4ccc... &              HCT 116 &                        False & 6.000000 &      28.0 &  P33981 &      CRBN & Degradation of TTK in COLO-205/HCT-116 cells af... & 10.1021/acs.jmedchem.1c01768 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1795</th>\n",
+       "      <td>CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...</td>\n",
+       "      <td>COLO 205</td>\n",
+       "      <td>True</td>\n",
+       "      <td>31.35</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>P33981</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of TTK in COLO-205/HCT-116 cells a...</td>\n",
+       "      <td>10.1021/acs.jmedchem.1c01768</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1796</th>\n",
+       "      <td>CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...</td>\n",
+       "      <td>HCT 116</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1000.00</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>P33981</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of TTK in COLO-205/HCT-116 cells a...</td>\n",
+       "      <td>10.1021/acs.jmedchem.1c01768</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "1795  CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...             COLO 205   \n",
+       "1796  CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...              HCT 116   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "1795                         True      31.35      72.0  P33981      CRBN   \n",
+       "1796                        False    1000.00      41.0  P33981      CRBN   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "1795  Degradation of TTK in COLO-205/HCT-116 cells a...   \n",
+       "1796  Degradation of TTK in COLO-205/HCT-116 cells a...   \n",
+       "\n",
+       "                       Article DOI  \n",
+       "1795  10.1021/acs.jmedchem.1c01768  \n",
+       "1796  10.1021/acs.jmedchem.1c01768  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &    pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                  Article DOI \\\\\n",
+      "\\midrule\n",
+      " NaN & CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4ccc... &             COLO 205 &                         True & 7.503762 &      72.0 &  P33981 &      CRBN & Degradation of TTK in COLO-205/HCT-116 cells af... & 10.1021/acs.jmedchem.1c01768 \\\\\n",
+      " NaN & CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4ccc... &              HCT 116 &                        False & 6.000000 &      41.0 &  P33981 &      CRBN & Degradation of TTK in COLO-205/HCT-116 cells af... & 10.1021/acs.jmedchem.1c01768 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1771</th>\n",
+       "      <td>CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...</td>\n",
+       "      <td>COLO 205</td>\n",
+       "      <td>True</td>\n",
+       "      <td>4.97</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>P33981</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of TTK in COLO-205/HCT-116 cells a...</td>\n",
+       "      <td>10.1021/acs.jmedchem.1c01768</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1772</th>\n",
+       "      <td>CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...</td>\n",
+       "      <td>HCT 116</td>\n",
+       "      <td>False</td>\n",
+       "      <td>20.30</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>P33981</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of TTK in COLO-205/HCT-116 cells a...</td>\n",
+       "      <td>10.1021/acs.jmedchem.1c01768</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "1771  CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...             COLO 205   \n",
+       "1772  CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...              HCT 116   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "1771                         True       4.97      76.0  P33981      CRBN   \n",
+       "1772                        False      20.30      50.0  P33981      CRBN   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "1771  Degradation of TTK in COLO-205/HCT-116 cells a...   \n",
+       "1772  Degradation of TTK in COLO-205/HCT-116 cells a...   \n",
+       "\n",
+       "                       Article DOI  \n",
+       "1771  10.1021/acs.jmedchem.1c01768  \n",
+       "1772  10.1021/acs.jmedchem.1c01768  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &    pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                  Article DOI \\\\\n",
+      "\\midrule\n",
+      " NaN & CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4ccc... &             COLO 205 &                         True & 8.303644 &      76.0 &  P33981 &      CRBN & Degradation of TTK in COLO-205/HCT-116 cells af... & 10.1021/acs.jmedchem.1c01768 \\\\\n",
+      " NaN & CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4ccc... &              HCT 116 &                        False & 7.692504 &      50.0 &  P33981 &      CRBN & Degradation of TTK in COLO-205/HCT-116 cells af... & 10.1021/acs.jmedchem.1c01768 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1789</th>\n",
+       "      <td>CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...</td>\n",
+       "      <td>COLO 205</td>\n",
+       "      <td>True</td>\n",
+       "      <td>7.03</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>P33981</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of TTK in COLO-205/HCT-116 cells a...</td>\n",
+       "      <td>10.1021/acs.jmedchem.1c01768</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1790</th>\n",
+       "      <td>CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...</td>\n",
+       "      <td>HCT 116</td>\n",
+       "      <td>False</td>\n",
+       "      <td>161.00</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>P33981</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of TTK in COLO-205/HCT-116 cells a...</td>\n",
+       "      <td>10.1021/acs.jmedchem.1c01768</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "1789  CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...             COLO 205   \n",
+       "1790  CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...              HCT 116   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "1789                         True       7.03      84.0  P33981      CRBN   \n",
+       "1790                        False     161.00      43.0  P33981      CRBN   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "1789  Degradation of TTK in COLO-205/HCT-116 cells a...   \n",
+       "1790  Degradation of TTK in COLO-205/HCT-116 cells a...   \n",
+       "\n",
+       "                       Article DOI  \n",
+       "1789  10.1021/acs.jmedchem.1c01768  \n",
+       "1790  10.1021/acs.jmedchem.1c01768  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &    pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                  Article DOI \\\\\n",
+      "\\midrule\n",
+      " NaN & CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4ccc... &             COLO 205 &                         True & 8.153045 &      84.0 &  P33981 &      CRBN & Degradation of TTK in COLO-205/HCT-116 cells af... & 10.1021/acs.jmedchem.1c01768 \\\\\n",
+      " NaN & CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4ccc... &              HCT 116 &                        False & 6.793174 &      43.0 &  P33981 &      CRBN & Degradation of TTK in COLO-205/HCT-116 cells af... & 10.1021/acs.jmedchem.1c01768 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1781</th>\n",
+       "      <td>CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...</td>\n",
+       "      <td>COLO 205</td>\n",
+       "      <td>True</td>\n",
+       "      <td>3.04</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>P33981</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of TTK in COLO-205/HCT-116 cells a...</td>\n",
+       "      <td>10.1021/acs.jmedchem.1c01768</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1782</th>\n",
+       "      <td>CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...</td>\n",
+       "      <td>HCT 116</td>\n",
+       "      <td>False</td>\n",
+       "      <td>663.00</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>P33981</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of TTK in COLO-205/HCT-116 cells a...</td>\n",
+       "      <td>10.1021/acs.jmedchem.1c01768</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "1781  CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...             COLO 205   \n",
+       "1782  CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...              HCT 116   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "1781                         True       3.04      85.0  P33981      CRBN   \n",
+       "1782                        False     663.00      50.0  P33981      CRBN   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "1781  Degradation of TTK in COLO-205/HCT-116 cells a...   \n",
+       "1782  Degradation of TTK in COLO-205/HCT-116 cells a...   \n",
+       "\n",
+       "                       Article DOI  \n",
+       "1781  10.1021/acs.jmedchem.1c01768  \n",
+       "1782  10.1021/acs.jmedchem.1c01768  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &    pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                  Article DOI \\\\\n",
+      "\\midrule\n",
+      " NaN & CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4ccc... &             COLO 205 &                         True & 8.517126 &      85.0 &  P33981 &      CRBN & Degradation of TTK in COLO-205/HCT-116 cells af... & 10.1021/acs.jmedchem.1c01768 \\\\\n",
+      " NaN & CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4ccc... &              HCT 116 &                        False & 6.178486 &      50.0 &  P33981 &      CRBN & Degradation of TTK in COLO-205/HCT-116 cells af... & 10.1021/acs.jmedchem.1c01768 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1799</th>\n",
+       "      <td>CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...</td>\n",
+       "      <td>COLO 205</td>\n",
+       "      <td>True</td>\n",
+       "      <td>21.71</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>P33981</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of TTK in COLO-205/HCT-116 cells a...</td>\n",
+       "      <td>10.1021/acs.jmedchem.1c01768</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1800</th>\n",
+       "      <td>CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...</td>\n",
+       "      <td>HCT 116</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1000.00</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>P33981</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of TTK in COLO-205/HCT-116 cells a...</td>\n",
+       "      <td>10.1021/acs.jmedchem.1c01768</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "1799  CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...             COLO 205   \n",
+       "1800  CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4cc...              HCT 116   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "1799                         True      21.71      88.0  P33981      CRBN   \n",
+       "1800                        False    1000.00      13.0  P33981      CRBN   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "1799  Degradation of TTK in COLO-205/HCT-116 cells a...   \n",
+       "1800  Degradation of TTK in COLO-205/HCT-116 cells a...   \n",
+       "\n",
+       "                       Article DOI  \n",
+       "1799  10.1021/acs.jmedchem.1c01768  \n",
+       "1800  10.1021/acs.jmedchem.1c01768  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &   pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                  Article DOI \\\\\n",
+      "\\midrule\n",
+      " NaN & CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4ccc... &             COLO 205 &                         True & 7.66334 &      88.0 &  P33981 &      CRBN & Degradation of TTK in COLO-205/HCT-116 cells af... & 10.1021/acs.jmedchem.1c01768 \\\\\n",
+      " NaN & CCC(=O)N[C@H]1CC[C@@H](n2c(=O)cc(C)c3cnc(Nc4ccc... &              HCT 116 &                        False & 6.00000 &      13.0 &  P33981 &      CRBN & Degradation of TTK in COLO-205/HCT-116 cells af... & 10.1021/acs.jmedchem.1c01768 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>516</th>\n",
+       "      <td>COc1cc(-c2cn(C)c(=O)c3cnccc23)cc(OC)c1CN1CCN(C...</td>\n",
+       "      <td>IH-1</td>\n",
+       "      <td>False</td>\n",
+       "      <td>560.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>Q9H8M2</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01413</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>925</th>\n",
+       "      <td>COc1cc(-c2cn(C)c(=O)c3cnccc23)cc(OC)c1CN1CCN(C...</td>\n",
+       "      <td>HeLa</td>\n",
+       "      <td>True</td>\n",
+       "      <td>560.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>Q9H8M2</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of BRD9 in HeLa cells after 4 h tr...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01413</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                Smiles Cell Line Identifier  \\\n",
+       "516  COc1cc(-c2cn(C)c(=O)c3cnccc23)cc(OC)c1CN1CCN(C...                 IH-1   \n",
+       "925  COc1cc(-c2cn(C)c(=O)c3cnccc23)cc(OC)c1CN1CCN(C...                 HeLa   \n",
+       "\n",
+       "    Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "516                        False      560.0      10.0  Q9H8M2       VHL   \n",
+       "925                         True      560.0      80.0  Q9H8M2       VHL   \n",
+       "\n",
+       "                                     Assay (DC50/Dmax)  \\\n",
+       "516                                                NaN   \n",
+       "925  Degradation of BRD9 in HeLa cells after 4 h tr...   \n",
+       "\n",
+       "                      Article DOI  \n",
+       "516  10.1021/acs.jmedchem.8b01413  \n",
+       "925  10.1021/acs.jmedchem.8b01413  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &    pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                  Article DOI \\\\\n",
+      "\\midrule\n",
+      " NaN & COc1cc(-c2cn(C)c(=O)c3cnccc23)cc(OC)c1CN1CCN(CC... &                 IH-1 &                        False & 6.251812 &      10.0 &  Q9H8M2 &       VHL &                                                NaN & 10.1021/acs.jmedchem.8b01413 \\\\\n",
+      " NaN & COc1cc(-c2cn(C)c(=O)c3cnccc23)cc(OC)c1CN1CCN(CC... &                 HeLa &                         True & 6.251812 &      80.0 &  Q9H8M2 &       VHL & Degradation of BRD9 in HeLa cells after 4 h tre... & 10.1021/acs.jmedchem.8b01413 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1557</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...</td>\n",
+       "      <td>A549 Cas9</td>\n",
+       "      <td>True</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of Fak in A549/Hep3B2.1-7/SNU-387 ...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1558</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>631.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of Fak in A549/Hep3B2.1-7/SNU-387 ...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1559</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...</td>\n",
+       "      <td>SNU-387</td>\n",
+       "      <td>True</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of Fak in A549/Hep3B2.1-7/SNU-387 ...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1560</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...</td>\n",
+       "      <td>HLE</td>\n",
+       "      <td>True</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of Fak in HLE/HuH-7/SNU-423 cells ...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1561</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...</td>\n",
+       "      <td>Huh-7</td>\n",
+       "      <td>True</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of Fak in HLE/HuH-7/SNU-423 cells ...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1562</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...</td>\n",
+       "      <td>SNU-423</td>\n",
+       "      <td>True</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of Fak in HLE/HuH-7/SNU-423 cells ...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1563</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...</td>\n",
+       "      <td>HLF</td>\n",
+       "      <td>True</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of Fak in HLF/SNU-398/HUCCT1 cells...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1564</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...</td>\n",
+       "      <td>SNU-398</td>\n",
+       "      <td>True</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of Fak in HLF/SNU-398/HUCCT1 cells...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1565</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...</td>\n",
+       "      <td>HuCC-T1-G10</td>\n",
+       "      <td>True</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of Fak in HLF/SNU-398/HUCCT1 cells...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1566</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...</td>\n",
+       "      <td>HuH-1</td>\n",
+       "      <td>True</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cel...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1567</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...</td>\n",
+       "      <td>HepG2 hALR</td>\n",
+       "      <td>True</td>\n",
+       "      <td>631.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cel...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1568</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...</td>\n",
+       "      <td>SK-HEP-1</td>\n",
+       "      <td>True</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cel...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "1557  COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...            A549 Cas9   \n",
+       "1558  COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...                  NaN   \n",
+       "1559  COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...              SNU-387   \n",
+       "1560  COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...                  HLE   \n",
+       "1561  COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...                Huh-7   \n",
+       "1562  COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...              SNU-423   \n",
+       "1563  COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...                  HLF   \n",
+       "1564  COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...              SNU-398   \n",
+       "1565  COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...          HuCC-T1-G10   \n",
+       "1566  COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...                HuH-1   \n",
+       "1567  COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...           HepG2 hALR   \n",
+       "1568  COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@...             SK-HEP-1   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "1557                         True      243.0      80.0  Q05397       VHL   \n",
+       "1558                        False      631.0      59.0  Q05397       VHL   \n",
+       "1559                         True       32.0      98.0  Q05397       VHL   \n",
+       "1560                         True       25.0      85.0  Q05397       VHL   \n",
+       "1561                         True      100.0      79.0  Q05397       VHL   \n",
+       "1562                         True       79.0      87.0  Q05397       VHL   \n",
+       "1563                         True       40.0      66.0  Q05397       VHL   \n",
+       "1564                         True       10.0      99.0  Q05397       VHL   \n",
+       "1565                         True      126.0      86.0  Q05397       VHL   \n",
+       "1566                         True       79.0      79.0  Q05397       VHL   \n",
+       "1567                         True      631.0      65.0  Q05397       VHL   \n",
+       "1568                         True      126.0      87.0  Q05397       VHL   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "1557  Degradation of Fak in A549/Hep3B2.1-7/SNU-387 ...   \n",
+       "1558  Degradation of Fak in A549/Hep3B2.1-7/SNU-387 ...   \n",
+       "1559  Degradation of Fak in A549/Hep3B2.1-7/SNU-387 ...   \n",
+       "1560  Degradation of Fak in HLE/HuH-7/SNU-423 cells ...   \n",
+       "1561  Degradation of Fak in HLE/HuH-7/SNU-423 cells ...   \n",
+       "1562  Degradation of Fak in HLE/HuH-7/SNU-423 cells ...   \n",
+       "1563  Degradation of Fak in HLF/SNU-398/HUCCT1 cells...   \n",
+       "1564  Degradation of Fak in HLF/SNU-398/HUCCT1 cells...   \n",
+       "1565  Degradation of Fak in HLF/SNU-398/HUCCT1 cells...   \n",
+       "1566  Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cel...   \n",
+       "1567  Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cel...   \n",
+       "1568  Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cel...   \n",
+       "\n",
+       "                       Article DOI  \n",
+       "1557  10.1021/acs.jmedchem.8b01826  \n",
+       "1558  10.1021/acs.jmedchem.8b01826  \n",
+       "1559  10.1021/acs.jmedchem.8b01826  \n",
+       "1560  10.1021/acs.jmedchem.8b01826  \n",
+       "1561  10.1021/acs.jmedchem.8b01826  \n",
+       "1562  10.1021/acs.jmedchem.8b01826  \n",
+       "1563  10.1021/acs.jmedchem.8b01826  \n",
+       "1564  10.1021/acs.jmedchem.8b01826  \n",
+       "1565  10.1021/acs.jmedchem.8b01826  \n",
+       "1566  10.1021/acs.jmedchem.8b01826  \n",
+       "1567  10.1021/acs.jmedchem.8b01826  \n",
+       "1568  10.1021/acs.jmedchem.8b01826  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "   Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &    pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                  Article DOI \\\\\n",
+      "\\midrule\n",
+      "BI-0319 & COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@H... &            A549 Cas9 &                         True & 6.614394 &      80.0 &  Q05397 &       VHL & Degradation of Fak in A549/Hep3B2.1-7/SNU-387 c... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-0319 & COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@H... &                  NaN &                        False & 6.199971 &      59.0 &  Q05397 &       VHL & Degradation of Fak in A549/Hep3B2.1-7/SNU-387 c... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-0319 & COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@H... &              SNU-387 &                         True & 7.494850 &      98.0 &  Q05397 &       VHL & Degradation of Fak in A549/Hep3B2.1-7/SNU-387 c... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-0319 & COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@H... &                  HLE &                         True & 7.602060 &      85.0 &  Q05397 &       VHL & Degradation of Fak in HLE/HuH-7/SNU-423 cells a... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-0319 & COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@H... &                Huh-7 &                         True & 7.000000 &      79.0 &  Q05397 &       VHL & Degradation of Fak in HLE/HuH-7/SNU-423 cells a... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-0319 & COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@H... &              SNU-423 &                         True & 7.102373 &      87.0 &  Q05397 &       VHL & Degradation of Fak in HLE/HuH-7/SNU-423 cells a... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-0319 & COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@H... &                  HLF &                         True & 7.397940 &      66.0 &  Q05397 &       VHL & Degradation of Fak in HLF/SNU-398/HUCCT1 cells ... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-0319 & COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@H... &              SNU-398 &                         True & 8.000000 &      99.0 &  Q05397 &       VHL & Degradation of Fak in HLF/SNU-398/HUCCT1 cells ... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-0319 & COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@H... &          HuCC-T1-G10 &                         True & 6.899629 &      86.0 &  Q05397 &       VHL & Degradation of Fak in HLF/SNU-398/HUCCT1 cells ... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-0319 & COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@H... &                HuH-1 &                         True & 7.102373 &      79.0 &  Q05397 &       VHL & Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cell... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-0319 & COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@H... &           HepG2 hALR &                         True & 6.199971 &      65.0 &  Q05397 &       VHL & Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cell... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-0319 & COc1cc(C(=O)NCCOCCOCCOCC(=O)N[C@H](C(=O)N2C[C@H... &             SK-HEP-1 &                         True & 6.899629 &      87.0 &  Q05397 &       VHL & Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cell... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1545</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...</td>\n",
+       "      <td>HLE</td>\n",
+       "      <td>True</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of Fak in HLE/HuH-7/SNU-423 cells ...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1546</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...</td>\n",
+       "      <td>Huh-7</td>\n",
+       "      <td>True</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of Fak in HLE/HuH-7/SNU-423 cells ...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1547</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...</td>\n",
+       "      <td>SNU-423</td>\n",
+       "      <td>True</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of Fak in HLE/HuH-7/SNU-423 cells ...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1548</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...</td>\n",
+       "      <td>HuH-1</td>\n",
+       "      <td>False</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cel...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1549</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...</td>\n",
+       "      <td>HepG2 hALR</td>\n",
+       "      <td>True</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cel...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1550</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...</td>\n",
+       "      <td>SK-HEP-1</td>\n",
+       "      <td>True</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cel...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1551</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...</td>\n",
+       "      <td>A549 Cas9</td>\n",
+       "      <td>True</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of Fak in A549/Hep3B2.1-7/SNU-387 ...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1552</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>True</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of Fak in A549/Hep3B2.1-7/SNU-387 ...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1553</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...</td>\n",
+       "      <td>SNU-387</td>\n",
+       "      <td>True</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of Fak in A549/Hep3B2.1-7/SNU-387 ...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1555</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...</td>\n",
+       "      <td>SNU-398</td>\n",
+       "      <td>True</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of Fak in HLF/SNU-398/HUCCT1 cells...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1556</th>\n",
+       "      <td>COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...</td>\n",
+       "      <td>HuCC-T1-G10</td>\n",
+       "      <td>True</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>Q05397</td>\n",
+       "      <td>CRBN</td>\n",
+       "      <td>Degradation of Fak in HLF/SNU-398/HUCCT1 cells...</td>\n",
+       "      <td>10.1021/acs.jmedchem.8b01826</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "1545  COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...                  HLE   \n",
+       "1546  COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...                Huh-7   \n",
+       "1547  COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...              SNU-423   \n",
+       "1548  COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...                HuH-1   \n",
+       "1549  COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...           HepG2 hALR   \n",
+       "1550  COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...             SK-HEP-1   \n",
+       "1551  COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...            A549 Cas9   \n",
+       "1552  COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...                  NaN   \n",
+       "1553  COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...              SNU-387   \n",
+       "1555  COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...              SNU-398   \n",
+       "1556  COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(...          HuCC-T1-G10   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "1545                         True      158.0      79.0  Q05397      CRBN   \n",
+       "1546                         True       50.0      93.0  Q05397      CRBN   \n",
+       "1547                         True       13.0      93.0  Q05397      CRBN   \n",
+       "1548                        False      251.0      50.0  Q05397      CRBN   \n",
+       "1549                         True       32.0      89.0  Q05397      CRBN   \n",
+       "1550                         True       32.0      89.0  Q05397      CRBN   \n",
+       "1551                         True       27.0      95.0  Q05397      CRBN   \n",
+       "1552                         True       13.0      96.0  Q05397      CRBN   \n",
+       "1553                         True       25.0      90.0  Q05397      CRBN   \n",
+       "1555                         True        3.0      95.0  Q05397      CRBN   \n",
+       "1556                         True       13.0      90.0  Q05397      CRBN   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "1545  Degradation of Fak in HLE/HuH-7/SNU-423 cells ...   \n",
+       "1546  Degradation of Fak in HLE/HuH-7/SNU-423 cells ...   \n",
+       "1547  Degradation of Fak in HLE/HuH-7/SNU-423 cells ...   \n",
+       "1548  Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cel...   \n",
+       "1549  Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cel...   \n",
+       "1550  Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cel...   \n",
+       "1551  Degradation of Fak in A549/Hep3B2.1-7/SNU-387 ...   \n",
+       "1552  Degradation of Fak in A549/Hep3B2.1-7/SNU-387 ...   \n",
+       "1553  Degradation of Fak in A549/Hep3B2.1-7/SNU-387 ...   \n",
+       "1555  Degradation of Fak in HLF/SNU-398/HUCCT1 cells...   \n",
+       "1556  Degradation of Fak in HLF/SNU-398/HUCCT1 cells...   \n",
+       "\n",
+       "                       Article DOI  \n",
+       "1545  10.1021/acs.jmedchem.8b01826  \n",
+       "1546  10.1021/acs.jmedchem.8b01826  \n",
+       "1547  10.1021/acs.jmedchem.8b01826  \n",
+       "1548  10.1021/acs.jmedchem.8b01826  \n",
+       "1549  10.1021/acs.jmedchem.8b01826  \n",
+       "1550  10.1021/acs.jmedchem.8b01826  \n",
+       "1551  10.1021/acs.jmedchem.8b01826  \n",
+       "1552  10.1021/acs.jmedchem.8b01826  \n",
+       "1553  10.1021/acs.jmedchem.8b01826  \n",
+       "1555  10.1021/acs.jmedchem.8b01826  \n",
+       "1556  10.1021/acs.jmedchem.8b01826  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "   Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &    pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                  Article DOI \\\\\n",
+      "\\midrule\n",
+      "BI-3663 & COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(C... &                  HLE &                         True & 6.801343 &      79.0 &  Q05397 &      CRBN & Degradation of Fak in HLE/HuH-7/SNU-423 cells a... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-3663 & COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(C... &                Huh-7 &                         True & 7.301030 &      93.0 &  Q05397 &      CRBN & Degradation of Fak in HLE/HuH-7/SNU-423 cells a... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-3663 & COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(C... &              SNU-423 &                         True & 7.886057 &      93.0 &  Q05397 &      CRBN & Degradation of Fak in HLE/HuH-7/SNU-423 cells a... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-3663 & COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(C... &                HuH-1 &                        False & 6.600326 &      50.0 &  Q05397 &      CRBN & Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cell... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-3663 & COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(C... &           HepG2 hALR &                         True & 7.494850 &      89.0 &  Q05397 &      CRBN & Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cell... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-3663 & COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(C... &             SK-HEP-1 &                         True & 7.494850 &      89.0 &  Q05397 &      CRBN & Degradation of Fak in HUH-1/HepG2/SK-Hep-1 cell... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-3663 & COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(C... &            A549 Cas9 &                         True & 7.568636 &      95.0 &  Q05397 &      CRBN & Degradation of Fak in A549/Hep3B2.1-7/SNU-387 c... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-3663 & COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(C... &                  NaN &                         True & 7.886057 &      96.0 &  Q05397 &      CRBN & Degradation of Fak in A549/Hep3B2.1-7/SNU-387 c... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-3663 & COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(C... &              SNU-387 &                         True & 7.602060 &      90.0 &  Q05397 &      CRBN & Degradation of Fak in A549/Hep3B2.1-7/SNU-387 c... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-3663 & COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(C... &              SNU-398 &                         True & 8.522879 &      95.0 &  Q05397 &      CRBN & Degradation of Fak in HLF/SNU-398/HUCCT1 cells ... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "BI-3663 & COc1cc(C(=O)NCCOCCOCCOCCC(=O)Nc2cccc3c2C(=O)N(C... &          HuCC-T1-G10 &                         True & 7.886057 &      90.0 &  Q05397 &      CRBN & Degradation of Fak in HLF/SNU-398/HUCCT1 cells ... & 10.1021/acs.jmedchem.8b01826 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1294</th>\n",
+       "      <td>Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...</td>\n",
+       "      <td>HeLa</td>\n",
+       "      <td>True</td>\n",
+       "      <td>790.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>O75530</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of EED in HeLa/DB cells after 24 h...</td>\n",
+       "      <td>10.1016/j.chembiol.2019.11.006</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1296</th>\n",
+       "      <td>Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...</td>\n",
+       "      <td>HeLa</td>\n",
+       "      <td>True</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>Q15910</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of EZH2 in HeLa/DB cells after 24 ...</td>\n",
+       "      <td>10.1016/j.chembiol.2019.11.006</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1297</th>\n",
+       "      <td>Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...</td>\n",
+       "      <td>DB</td>\n",
+       "      <td>True</td>\n",
+       "      <td>670.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>Q15910</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of EZH2 in HeLa/DB cells after 24 ...</td>\n",
+       "      <td>10.1016/j.chembiol.2019.11.006</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1298</th>\n",
+       "      <td>Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...</td>\n",
+       "      <td>HeLa</td>\n",
+       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>Q15022</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of SUZ12 in HeLa/DB cells after 24...</td>\n",
+       "      <td>10.1016/j.chembiol.2019.11.006</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1299</th>\n",
+       "      <td>Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...</td>\n",
+       "      <td>DB</td>\n",
+       "      <td>True</td>\n",
+       "      <td>590.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>Q15022</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of SUZ12 in HeLa/DB cells after 24...</td>\n",
+       "      <td>10.1016/j.chembiol.2019.11.006</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "1294  Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...                 HeLa   \n",
+       "1296  Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...                 HeLa   \n",
+       "1297  Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...                   DB   \n",
+       "1298  Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...                 HeLa   \n",
+       "1299  Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...                   DB   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "1294                         True      790.0      92.0  O75530       VHL   \n",
+       "1296                         True      300.0      75.0  Q15910       VHL   \n",
+       "1297                         True      670.0      96.0  Q15910       VHL   \n",
+       "1298                        False        NaN      22.0  Q15022       VHL   \n",
+       "1299                         True      590.0      82.0  Q15022       VHL   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "1294  Degradation of EED in HeLa/DB cells after 24 h...   \n",
+       "1296  Degradation of EZH2 in HeLa/DB cells after 24 ...   \n",
+       "1297  Degradation of EZH2 in HeLa/DB cells after 24 ...   \n",
+       "1298  Degradation of SUZ12 in HeLa/DB cells after 24...   \n",
+       "1299  Degradation of SUZ12 in HeLa/DB cells after 24...   \n",
+       "\n",
+       "                         Article DOI  \n",
+       "1294  10.1016/j.chembiol.2019.11.006  \n",
+       "1296  10.1016/j.chembiol.2019.11.006  \n",
+       "1297  10.1016/j.chembiol.2019.11.006  \n",
+       "1298  10.1016/j.chembiol.2019.11.006  \n",
+       "1299  10.1016/j.chembiol.2019.11.006  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "   Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &    pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                    Article DOI \\\\\n",
+      "\\midrule\n",
+      "UNC6852 & Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O)... &                 HeLa &                         True & 6.102373 &      92.0 &  O75530 &       VHL & Degradation of EED in HeLa/DB cells after 24 h ... & 10.1016/j.chembiol.2019.11.006 \\\\\n",
+      "UNC6852 & Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O)... &                 HeLa &                         True & 6.522879 &      75.0 &  Q15910 &       VHL & Degradation of EZH2 in HeLa/DB cells after 24 h... & 10.1016/j.chembiol.2019.11.006 \\\\\n",
+      "UNC6852 & Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O)... &                   DB &                         True & 6.173925 &      96.0 &  Q15910 &       VHL & Degradation of EZH2 in HeLa/DB cells after 24 h... & 10.1016/j.chembiol.2019.11.006 \\\\\n",
+      "UNC6852 & Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O)... &                 HeLa &                        False &      NaN &      22.0 &  Q15022 &       VHL & Degradation of SUZ12 in HeLa/DB cells after 24 ... & 10.1016/j.chembiol.2019.11.006 \\\\\n",
+      "UNC6852 & Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O)... &                   DB &                         True & 6.229148 &      82.0 &  Q15022 &       VHL & Degradation of SUZ12 in HeLa/DB cells after 24 ... & 10.1016/j.chembiol.2019.11.006 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1435</th>\n",
+       "      <td>Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...</td>\n",
+       "      <td>LNCaP</td>\n",
+       "      <td>True</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>P10275</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of AR in LNCaP/VCaP cells after 2-...</td>\n",
+       "      <td>10.1021/acsmedchemlett.9b00115</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1436</th>\n",
+       "      <td>Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...</td>\n",
+       "      <td>VCaP</td>\n",
+       "      <td>False</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>P10275</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of AR in LNCaP/VCaP cells after 2-...</td>\n",
+       "      <td>10.1021/acsmedchemlett.9b00115</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "1435  Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...                LNCaP   \n",
+       "1436  Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O...                 VCaP   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "1435                         True       50.0      71.0  P10275       VHL   \n",
+       "1436                        False       50.0      51.0  P10275       VHL   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "1435  Degradation of AR in LNCaP/VCaP cells after 2-...   \n",
+       "1436  Degradation of AR in LNCaP/VCaP cells after 2-...   \n",
+       "\n",
+       "                         Article DOI  \n",
+       "1435  10.1021/acsmedchemlett.9b00115  \n",
+       "1436  10.1021/acsmedchemlett.9b00115  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &   pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                    Article DOI \\\\\n",
+      "\\midrule\n",
+      " NaN & Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O)... &                LNCaP &                         True & 7.30103 &      71.0 &  P10275 &       VHL & Degradation of AR in LNCaP/VCaP cells after 2-4... & 10.1021/acsmedchemlett.9b00115 \\\\\n",
+      " NaN & Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O)... &                 VCaP &                        False & 7.30103 &      51.0 &  P10275 &       VHL & Degradation of AR in LNCaP/VCaP cells after 2-4... & 10.1021/acsmedchemlett.9b00115 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...</td>\n",
+       "      <td>MOLT-4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>Q07817</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>10.1016/j.ejmech.2020.112186</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1245</th>\n",
+       "      <td>Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...</td>\n",
+       "      <td>MOLT-4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>90.8</td>\n",
+       "      <td>Q07817</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of BCL-xL in MOLT-4/platelets cell...</td>\n",
+       "      <td>10.1038/s41591-019-0668-z</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1246</th>\n",
+       "      <td>Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...</td>\n",
+       "      <td>2T60</td>\n",
+       "      <td>False</td>\n",
+       "      <td>3000.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>Q07817</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of BCL-xL in MOLT-4/platelets cell...</td>\n",
+       "      <td>10.1038/s41591-019-0668-z</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "4     Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...               MOLT-4   \n",
+       "1245  Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...               MOLT-4   \n",
+       "1246  Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...                 2T60   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "4                            True       53.0     100.0  Q07817       VHL   \n",
+       "1245                         True       63.0      90.8  Q07817       VHL   \n",
+       "1246                        False     3000.0      26.0  Q07817       VHL   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "4                                                   NaN   \n",
+       "1245  Degradation of BCL-xL in MOLT-4/platelets cell...   \n",
+       "1246  Degradation of BCL-xL in MOLT-4/platelets cell...   \n",
+       "\n",
+       "                       Article DOI  \n",
+       "4     10.1016/j.ejmech.2020.112186  \n",
+       "1245     10.1038/s41591-019-0668-z  \n",
+       "1246     10.1038/s41591-019-0668-z  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "  Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &    pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                  Article DOI \\\\\n",
+      "\\midrule\n",
+      "   NaN & Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)C... &               MOLT-4 &                         True & 7.275724 &     100.0 &  Q07817 &       VHL &                                                NaN & 10.1016/j.ejmech.2020.112186 \\\\\n",
+      "DT2216 & Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)C... &               MOLT-4 &                         True & 7.200659 &      90.8 &  Q07817 &       VHL & Degradation of BCL-xL in MOLT-4/platelets cells... &    10.1038/s41591-019-0668-z \\\\\n",
+      "DT2216 & Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)C... &                 2T60 &                        False & 5.522879 &      26.0 &  Q07817 &       VHL & Degradation of BCL-xL in MOLT-4/platelets cells... &    10.1038/s41591-019-0668-z \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1479</th>\n",
+       "      <td>Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...</td>\n",
+       "      <td>LNCaP</td>\n",
+       "      <td>True</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>P10275</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of AR in LNCaP/VCaP cells using EL...</td>\n",
+       "      <td>10.1021/acsmedchemlett.0c00236</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1480</th>\n",
+       "      <td>Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...</td>\n",
+       "      <td>VCaP</td>\n",
+       "      <td>False</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>P10275</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of AR in LNCaP/VCaP cells using EL...</td>\n",
+       "      <td>10.1021/acsmedchemlett.0c00236</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "1479  Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...                LNCaP   \n",
+       "1480  Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...                 VCaP   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "1479                         True       50.0      71.0  P10275       VHL   \n",
+       "1480                        False       50.0      51.0  P10275       VHL   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "1479  Degradation of AR in LNCaP/VCaP cells using EL...   \n",
+       "1480  Degradation of AR in LNCaP/VCaP cells using EL...   \n",
+       "\n",
+       "                         Article DOI  \n",
+       "1479  10.1021/acsmedchemlett.0c00236  \n",
+       "1480  10.1021/acsmedchemlett.0c00236  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &   pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                    Article DOI \\\\\n",
+      "\\midrule\n",
+      " NaN & Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)C... &                LNCaP &                         True & 7.30103 &      71.0 &  P10275 &       VHL & Degradation of AR in LNCaP/VCaP cells using ELI... & 10.1021/acsmedchemlett.0c00236 \\\\\n",
+      " NaN & Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)C... &                 VCaP &                        False & 7.30103 &      51.0 &  P10275 &       VHL & Degradation of AR in LNCaP/VCaP cells using ELI... & 10.1021/acsmedchemlett.0c00236 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Smiles</th>\n",
+       "      <th>Cell Line Identifier</th>\n",
+       "      <th>Active (Dmax 0.6, pDC50 6.0)</th>\n",
+       "      <th>DC50 (nM)</th>\n",
+       "      <th>Dmax (%)</th>\n",
+       "      <th>Uniprot</th>\n",
+       "      <th>E3 Ligase</th>\n",
+       "      <th>Assay (DC50/Dmax)</th>\n",
+       "      <th>Article DOI</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1477</th>\n",
+       "      <td>Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...</td>\n",
+       "      <td>LNCaP</td>\n",
+       "      <td>True</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>P10275</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of AR in LNCaP/VCaP cells using EL...</td>\n",
+       "      <td>10.1021/acsmedchemlett.0c00236</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1478</th>\n",
+       "      <td>Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...</td>\n",
+       "      <td>VCaP</td>\n",
+       "      <td>False</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>P10275</td>\n",
+       "      <td>VHL</td>\n",
+       "      <td>Degradation of AR in LNCaP/VCaP cells using EL...</td>\n",
+       "      <td>10.1021/acsmedchemlett.0c00236</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 Smiles Cell Line Identifier  \\\n",
+       "1477  Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...                LNCaP   \n",
+       "1478  Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)...                 VCaP   \n",
+       "\n",
+       "     Active (Dmax 0.6, pDC50 6.0)  DC50 (nM)  Dmax (%) Uniprot E3 Ligase  \\\n",
+       "1477                         True       50.0      71.0  P10275       VHL   \n",
+       "1478                        False       50.0      51.0  P10275       VHL   \n",
+       "\n",
+       "                                      Assay (DC50/Dmax)  \\\n",
+       "1477  Degradation of AR in LNCaP/VCaP cells using EL...   \n",
+       "1478  Degradation of AR in LNCaP/VCaP cells using EL...   \n",
+       "\n",
+       "                         Article DOI  \n",
+       "1477  10.1021/acsmedchemlett.0c00236  \n",
+       "1478  10.1021/acsmedchemlett.0c00236  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\\begin{tabular}{llllrrllll}\n",
+      "\\toprule\n",
+      "Name &                                             Smiles & Cell Line Identifier & Active (Dmax 0.6, pDC50 6.0) &   pDC50 &  Dmax (\\%) & Uniprot & E3 Ligase &                                  Assay (DC50/Dmax) &                    Article DOI \\\\\n",
+      "\\midrule\n",
+      " NaN & Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)C... &                LNCaP &                         True & 7.30103 &      71.0 &  P10275 &       VHL & Degradation of AR in LNCaP/VCaP cells using ELI... & 10.1021/acsmedchemlett.0c00236 \\\\\n",
+      " NaN & Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)C... &                 VCaP &                        False & 7.30103 &      51.0 &  P10275 &       VHL & Degradation of AR in LNCaP/VCaP cells using ELI... & 10.1021/acsmedchemlett.0c00236 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3711258/332080580.py:17: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Get the entries for which the same SMILES is active for one cell and inactive for another\n",
+    "# This is a sign of a potential error in the data\n",
+    "# This is a sign of a potential error in the data\n",
+    "active_smiles = train_val_df[train_val_df[active_col] == 1]['Smiles']\n",
+    "inactive_smiles = train_val_df[train_val_df[active_col] == 0]['Smiles']\n",
+    "active_smiles = active_smiles.drop_duplicates()\n",
+    "inactive_smiles = inactive_smiles.drop_duplicates()\n",
+    "\n",
+    "common_smiles = active_smiles[active_smiles.isin(inactive_smiles)]\n",
+    "common_df = train_val_df[train_val_df['Smiles'].isin(common_smiles)]\n",
+    "\n",
+    "# # Group by Smiles and check if the same SMILES is active for one cell and inactive for another\n",
+    "# grouped = common_df.groupby('Smiles')\n",
+    "# for name, group in grouped:\n",
+    "#     if group[active_col].nunique() > 1 and group['Cell Line Identifier'].nunique() > 1:\n",
+    "#         display(group[['Smiles', 'Cell Line Identifier', active_col, 'DC50 (nM)', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']])\n",
+    "#         print(group[['Name', 'Smiles', 'Cell Line Identifier', active_col, 'pDC50', 'Dmax (%)', 'Uniprot', 'E3 Ligase', 'Assay (DC50/Dmax)', 'Article DOI']].to_latex(index=False))\n",
+    "#         print()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "code",
    "execution_count": 29,
@@ -256,18 +2331,6 @@
    "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.10.8"
   }
  },
  "nbformat": 4,