analysis_bias_senate.ipynb

{
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   "cell_type": "code",
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   "metadata": {},
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    {
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     "text": [
      "OH Dem SEN18\n",
      "best score 26\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n",
      "OH Dem TRES18\n",
      "best score 19\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n",
      "OH Rep SEN18\n",
      "best score 21\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n",
      "OH Rep TRES18\n",
      "best score 28\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n",
      "WI Dem SEN18\n",
      "best score 28\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n",
      "WI Dem AG18\n",
      "best score 21\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n",
      "WI Rep SEN18\n",
      "best score 20\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n",
      "WI Rep AG18\n",
      "best score 27\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n"
     ]
    }
   ],
   "source": [
    "\n",
    "#nested\n",
    "for state in [\"OH\", \"WI\"]:\n",
    "    for bias_party in [\"Dem\", \"Rep\"]:\n",
    "        elections = [\"SEN18\", \"TRES18\"] if state == \"OH\" else [\"SEN18\", \"AG18\"]\n",
    "        for election in elections:\n",
    "\n",
    "            best_score  = 0\n",
    "            for method in [\"burst\", \"tilt\"]:\n",
    "                params = [7, 8, 9, 10, 11, 12, 13] if method == \"burst\" else [.1, .05, .01, .005, .001, .0005, .0001]\n",
    "                for param in params:\n",
    "\n",
    "                    file_str = f\"triple_nesting/new_code/data/senate/{state}_{bias_party}_{election}_{method}_{float(param)}_score.txt\"\n",
    "\n",
    "                    with open(file_str, \"r\") as file:\n",
    "                        score = int(file.read())\n",
    "                    \n",
    "                    if score > best_score:\n",
    "                        best_score = score\n",
    "                        best_method = method\n",
    "                        best_param = param\n",
    "            print(state, bias_party, election)\n",
    "            print(\"best score\", best_score)\n",
    "            print(best_method, best_param)\n",
    "            print(\"\\n------------\\n\")\n",
    "            \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OH Dem SEN18\n",
      "best score 28\n",
      "burst 8\n",
      "\n",
      "------------\n",
      "\n",
      "OH Dem TRES18\n",
      "best score 22\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n",
      "OH Rep SEN18\n",
      "best score 23\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n",
      "OH Rep TRES18\n",
      "best score 30\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n",
      "WI Dem SEN18\n",
      "best score 30\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n",
      "WI Dem AG18\n",
      "best score 22\n",
      "burst 10\n",
      "\n",
      "------------\n",
      "\n",
      "WI Rep SEN18\n",
      "best score 23\n",
      "burst 7\n",
      "\n",
      "------------\n",
      "\n",
      "WI Rep AG18\n",
      "best score 28\n",
      "burst 8\n",
      "\n",
      "------------\n",
      "\n"
     ]
    }
   ],
   "source": [
    "#unnested\n",
    "\n",
    "for state in [\"OH\", \"WI\"]:\n",
    "    for bias_party in [\"Dem\", \"Rep\"]:\n",
    "        elections = [\"SEN18\", \"TRES18\"] if state == \"OH\" else [\"SEN18\", \"AG18\"]\n",
    "        for election in elections:\n",
    "\n",
    "            best_score  = 0\n",
    "            for method in [\"burst\", \"tilt\"]:\n",
    "                params = [7, 8, 9, 10, 11, 12, 13] if method == \"burst\" else [.1, .05, .01, .005, .001, .0005, .0001]\n",
    "                for param in params:\n",
    "\n",
    "                    file_str = f\"triple_nesting/new_code/data/bias_senate_recom/{state}_{bias_party}_{election}_{method}_{float(param)}_score.txt\"\n",
    "\n",
    "                    with open(file_str, \"r\") as file:\n",
    "                        score = int(file.read())\n",
    "                    \n",
    "                    if score > best_score:\n",
    "                        best_score = score\n",
    "                        best_method = method\n",
    "                        best_param = param\n",
    "            print(state, bias_party, election)\n",
    "            print(\"best score\", best_score)\n",
    "            print(best_method, best_param)\n",
    "            print(\"\\n------------\\n\")\n",
    "            \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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