Text Files.ipynb

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'2018-08-14,1.1351\\n',\n '2018-08-15,1.1332\\n',\n '2018-08-16,1.1388\\n',\n '2018-08-17,1.141\\n',\n '2018-08-20,1.1438\\n',\n '2018-08-21,1.1534\\n',\n '2018-08-22,1.1595\\n',\n '2018-08-23,1.1567\\n',\n '2018-08-24,1.1625\\n',\n '2018-08-27,1.1676\\n',\n '2018-08-28,1.172\\n',\n '2018-08-29,1.1699\\n',\n '2018-08-30,1.1646\\n',\n '2018-08-31,1.1596\\n',\n '2018-09-03,.\\n',\n '2018-09-04,1.1566\\n',\n '2018-09-05,1.162\\n',\n '2018-09-06,1.1624\\n',\n '2018-09-07,1.1572\\n',\n '2018-09-10,1.1604\\n',\n '2018-09-11,1.1591\\n',\n '2018-09-12,1.1626\\n',\n '2018-09-13,1.1672\\n',\n '2018-09-14,1.1656\\n',\n '2018-09-17,1.1687\\n',\n '2018-09-18,1.1693\\n',\n '2018-09-19,1.1685\\n',\n '2018-09-20,1.1744\\n',\n '2018-09-21,1.1739\\n',\n '2018-09-24,1.1773\\n',\n '2018-09-25,1.177\\n',\n '2018-09-26,1.1758\\n',\n '2018-09-27,1.167\\n',\n '2018-09-28,1.1622\\n',\n '2018-10-01,1.1567\\n',\n '2018-10-02,1.156\\n',\n '2018-10-03,1.1525\\n',\n '2018-10-04,1.1508\\n',\n '2018-10-05,1.1502\\n',\n '2018-10-08,.\\n',\n '2018-10-09,1.1482\\n',\n '2018-10-10,1.1541\\n',\n '2018-10-11,1.1565\\n',\n '2018-10-12,1.1559\\n',\n '2018-10-15,1.1594\\n',\n '2018-10-16,1.1593\\n',\n '2018-10-17,1.154\\n',\n '2018-10-18,1.1494\\n',\n '2018-10-19,1.1513\\n',\n '2018-10-22,1.1467\\n',\n '2018-10-23,1.148\\n',\n '2018-10-24,1.1389\\n',\n '2018-10-25,1.1374\\n',\n '2018-10-26,1.1388\\n',\n '2018-10-29,1.139\\n',\n '2018-10-30,1.1364\\n',\n '2018-10-31,1.1332\\n',\n '2018-11-01,1.1396\\n',\n '2018-11-02,1.1378\\n',\n '2018-11-05,1.1394\\n',\n '2018-11-06,1.1412\\n',\n '2018-11-07,1.1459\\n',\n '2018-11-08,1.1416\\n',\n '2018-11-09,1.1325\\n',\n '2018-11-12,.\\n',\n '2018-11-13,1.1288\\n',\n '2018-11-14,1.1312\\n',\n '2018-11-15,1.1324\\n',\n '2018-11-16,1.1402\\n',\n '2018-11-19,1.1448\\n',\n '2018-11-20,1.1391\\n',\n '2018-11-21,1.1393\\n',\n '2018-11-22,.\\n',\n '2018-11-23,1.1332\\n',\n '2018-11-26,1.1336\\n',\n '2018-11-27,1.1281\\n',\n '2018-11-28,1.1286\\n',\n '2018-11-29,1.1382\\n',\n '2018-11-30,1.1323\\n',\n '2018-12-03,1.1356\\n',\n '2018-12-04,1.1345\\n',\n '2018-12-05,.\\n',\n '2018-12-06,1.1374\\n',\n '2018-12-07,1.139\\n',\n '2018-12-10,1.1368\\n',\n '2018-12-11,1.1314\\n',\n '2018-12-12,1.1362\\n',\n '2018-12-13,1.1358\\n',\n '2018-12-14,1.13\\n',\n '2018-12-17,1.1339\\n',\n '2018-12-18,1.1364\\n',\n '2018-12-19,1.1422\\n',\n '2018-12-20,1.1432\\n',\n '2018-12-21,1.1402\\n',\n '2018-12-24,.\\n',\n '2018-12-25,.\\n',\n '2018-12-26,1.1408\\n',\n '2018-12-27,1.1412\\n',\n '2018-12-28,1.1445\\n',\n '2018-12-31,1.1456\\n',\n '2019-01-01,.\\n',\n '2019-01-02,1.1357\\n',\n '2019-01-03,1.1399\\n',\n '2019-01-04,1.141\\n',\n '2019-01-07,1.1468\\n',\n '2019-01-08,1.1444\\n',\n '2019-01-09,1.1524\\n',\n '2019-01-10,1.1517\\n',\n '2019-01-11,1.1479\\n',\n '2019-01-14,.\\n',\n '2019-01-15,1.1392\\n',\n '2019-01-16,1.1408\\n',\n '2019-01-17,1.1386\\n',\n '2019-01-18,1.1362\\n',\n '2019-01-21,.\\n',\n '2019-01-22,1.1359\\n',\n '2019-01-23,1.139\\n',\n '2019-01-24,1.1322\\n',\n '2019-01-25,1.1407\\n',\n '2019-01-28,1.1438\\n',\n '2019-01-29,1.1424\\n',\n '2019-01-30,1.1418\\n',\n ...]"
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:28:21.399914800Z",
     "start_time": "2023-10-31T11:28:21.380917700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DATE,DEXUSEU\n",
      "\n",
      "2015-04-03,1.0990\n",
      "\n",
      "2015-04-06,1.1008\n",
      "\n",
      "2015-04-07,1.0850\n",
      "\n",
      "2015-04-08,1.0818\n",
      "\n",
      "2015-04-09,1.0671\n",
      "\n",
      "2015-04-10,1.0598\n",
      "\n",
      "2015-04-13,1.0582\n",
      "\n",
      "2015-04-14,1.0672\n",
      "\n",
      "2015-04-15,1.0596\n",
      "\n",
      "2015-04-16,1.0742\n",
      "\n",
      "2015-04-17,1.0780\n",
      "\n",
      "2015-04-20,1.0763\n",
      "\n",
      "2015-04-21,1.0758\n",
      "\n",
      "2015-04-22,1.0729\n",
      "\n",
      "2015-04-23,1.0803\n",
      "\n",
      "2015-04-24,1.0876\n",
      "\n",
      "2015-04-27,1.0892\n",
      "\n",
      "2015-04-28,1.0979\n",
      "\n",
      "2015-04-29,1.1174\n",
      "\n",
      "2015-04-30,1.1162\n",
      "\n",
      "2015-05-01,1.1194\n",
      "\n",
      "2015-05-04,1.1145\n",
      "\n",
      "2015-05-05,1.1174\n",
      "\n",
      "2015-05-06,1.1345\n",
      "\n",
      "2015-05-07,1.1283\n",
      "\n",
      "2015-05-08,1.1241\n",
      "\n",
      "2015-05-11,1.1142\n",
      "\n",
      "2015-05-12,1.1240\n",
      "\n",
      "2015-05-13,1.1372\n",
      "\n",
      "2015-05-14,1.1368\n",
      "\n",
      "2015-05-15,1.1428\n",
      "\n",
      "2015-05-18,1.1354\n",
      "\n",
      "2015-05-19,1.1151\n",
      "\n",
      "2015-05-20,1.1079\n",
      "\n",
      "2015-05-21,1.1126\n",
      "\n",
      "2015-05-22,1.1033\n",
      "\n",
      "2015-05-25,.\n",
      "\n",
      "2015-05-26,1.0876\n",
      "\n",
      "2015-05-27,1.0888\n",
      "\n",
      "2015-05-28,1.0914\n",
      "\n",
      "2015-05-29,1.0994\n",
      "\n",
      "2015-06-01,1.0913\n",
      "\n",
      "2015-06-02,1.1130\n",
      "\n",
      "2015-06-03,1.1285\n",
      "\n",
      "2015-06-04,1.1271\n",
      "\n",
      "2015-06-05,1.1108\n",
      "\n",
      "2015-06-08,1.1232\n",
      "\n",
      "2015-06-09,1.1284\n",
      "\n",
      "2015-06-10,1.1307\n",
      "\n",
      "2015-06-11,1.1236\n",
      "\n",
      "2015-06-12,1.1278\n",
      "\n",
      "2015-06-15,1.1266\n",
      "\n",
      "2015-06-16,1.1238\n",
      "\n",
      "2015-06-17,1.1244\n",
      "\n",
      "2015-06-18,1.1404\n",
      "\n",
      "2015-06-19,1.1335\n",
      "\n",
      "2015-06-22,1.1378\n",
      "\n",
      "2015-06-23,1.1190\n",
      "\n",
      "2015-06-24,1.1178\n",
      "\n",
      "2015-06-25,1.1196\n",
      "\n",
      "2015-06-26,1.1156\n",
      "\n",
      "2015-06-29,1.1180\n",
      "\n",
      "2015-06-30,1.1154\n",
      "\n",
      "2015-07-01,1.1084\n",
      "\n",
      "2015-07-02,1.1090\n",
      "\n",
      "2015-07-03,.\n",
      "\n",
      "2015-07-06,1.1076\n",
      "\n",
      "2015-07-07,1.0952\n",
      "\n",
      "2015-07-08,1.1072\n",
      "\n",
      "2015-07-09,1.1025\n",
      "\n",
      "2015-07-10,1.1150\n",
      "\n",
      "2015-07-13,1.1020\n",
      "\n",
      "2015-07-14,1.1015\n",
      "\n",
      "2015-07-15,1.0965\n",
      "\n",
      "2015-07-16,1.0898\n",
      "\n",
      "2015-07-17,1.0848\n",
      "\n",
      "2015-07-20,1.0850\n",
      "\n",
      "2015-07-21,1.0927\n",
      "\n",
      "2015-07-22,1.0884\n",
      "\n",
      "2015-07-23,1.0976\n",
      "\n",
      "2015-07-24,1.0976\n",
      "\n",
      "2015-07-27,1.1112\n",
      "\n",
      "2015-07-28,1.1055\n",
      "\n",
      "2015-07-29,1.1026\n",
      "\n",
      "2015-07-30,1.0914\n",
      "\n",
      "2015-07-31,1.1028\n",
      "\n",
      "2015-08-03,1.0962\n",
      "\n",
      "2015-08-04,1.0953\n",
      "\n",
      "2015-08-05,1.0868\n",
      "\n",
      "2015-08-06,1.0922\n",
      "\n",
      "2015-08-07,1.0958\n",
      "\n",
      "2015-08-10,1.0994\n",
      "\n",
      "2015-08-11,1.1042\n",
      "\n",
      "2015-08-12,1.1198\n",
      "\n",
      "2015-08-13,1.1144\n",
      "\n",
      "2015-08-14,1.1110\n",
      "\n",
      "2015-08-17,1.1078\n",
      "\n",
      "2015-08-18,1.1028\n",
      "\n",
      "2015-08-19,1.1061\n",
      "\n",
      "2015-08-20,1.1200\n",
      "\n",
      "2015-08-21,1.1356\n",
      "\n",
      "2015-08-24,1.1580\n",
      "\n",
      "2015-08-25,1.1410\n",
      "\n",
      "2015-08-26,1.1390\n",
      "\n",
      "2015-08-27,1.1239\n",
      "\n",
      "2015-08-28,1.1172\n",
      "\n",
      "2015-08-31,1.1194\n",
      "\n",
      "2015-09-01,1.1263\n",
      "\n",
      "2015-09-02,1.1242\n",
      "\n",
      "2015-09-03,1.1104\n",
      "\n",
      "2015-09-04,1.1117\n",
      "\n",
      "2015-09-07,.\n",
      "\n",
      "2015-09-08,1.1182\n",
      "\n",
      "2015-09-09,1.1165\n",
      "\n",
      "2015-09-10,1.1262\n",
      "\n",
      "2015-09-11,1.1338\n",
      "\n",
      "2015-09-14,1.1307\n",
      "\n",
      "2015-09-15,1.1260\n",
      "\n",
      "2015-09-16,1.1304\n",
      "\n",
      "2015-09-17,1.1312\n",
      "\n",
      "2015-09-18,1.1358\n",
      "\n",
      "2015-09-21,1.1204\n",
      "\n",
      "2015-09-22,1.1133\n",
      "\n",
      "2015-09-23,1.1160\n",
      "\n",
      "2015-09-24,1.1252\n",
      "\n",
      "2015-09-25,1.1192\n",
      "\n",
      "2015-09-28,1.1236\n",
      "\n",
      "2015-09-29,1.1246\n",
      "\n",
      "2015-09-30,1.1162\n",
      "\n",
      "2015-10-01,1.1200\n",
      "\n",
      "2015-10-02,1.1276\n",
      "\n",
      "2015-10-05,1.1200\n",
      "\n",
      "2015-10-06,1.1266\n",
      "\n",
      "2015-10-07,1.1249\n",
      "\n",
      "2015-10-08,1.1282\n",
      "\n",
      "2015-10-09,1.1363\n",
      "\n",
      "2015-10-12,.\n",
      "\n",
      "2015-10-13,1.1382\n",
      "\n",
      "2015-10-14,1.1437\n",
      "\n",
      "2015-10-15,1.1418\n",
      "\n",
      "2015-10-16,1.1360\n",
      "\n",
      "2015-10-19,1.1320\n",
      "\n",
      "2015-10-20,1.1359\n",
      "\n",
      "2015-10-21,1.1345\n",
      "\n",
      "2015-10-22,1.1140\n",
      "\n",
      "2015-10-23,1.1016\n",
      "\n",
      "2015-10-26,1.1051\n",
      "\n",
      "2015-10-27,1.1052\n",
      "\n",
      "2015-10-28,1.1066\n",
      "\n",
      "2015-10-29,1.0963\n",
      "\n",
      "2015-10-30,1.1042\n",
      "\n",
      "2015-11-02,1.1026\n",
      "\n",
      "2015-11-03,1.0946\n",
      "\n",
      "2015-11-04,1.0861\n",
      "\n",
      "2015-11-05,1.0869\n",
      "\n",
      "2015-11-06,1.0746\n",
      "\n",
      "2015-11-09,1.0767\n",
      "\n",
      "2015-11-10,1.0686\n",
      "\n",
      "2015-11-11,.\n",
      "\n",
      "2015-11-12,1.0768\n",
      "\n",
      "2015-11-13,1.0722\n",
      "\n",
      "2015-11-16,1.0708\n",
      "\n",
      "2015-11-17,1.0634\n",
      "\n",
      "2015-11-18,1.0638\n",
      "\n",
      "2015-11-19,1.0746\n",
      "\n",
      "2015-11-20,1.0660\n",
      "\n",
      "2015-11-23,1.0602\n",
      "\n",
      "2015-11-24,1.0652\n",
      "\n",
      "2015-11-25,1.0616\n",
      "\n",
      "2015-11-26,.\n",
      "\n",
      "2015-11-27,1.0596\n",
      "\n",
      "2015-11-30,1.0562\n",
      "\n",
      "2015-12-01,1.0620\n",
      "\n",
      "2015-12-02,1.0573\n",
      "\n",
      "2015-12-03,1.0902\n",
      "\n",
      "2015-12-04,1.0884\n",
      "\n",
      "2015-12-07,1.0840\n",
      "\n",
      "2015-12-08,1.0876\n",
      "\n",
      "2015-12-09,1.0984\n",
      "\n",
      "2015-12-10,1.0948\n",
      "\n",
      "2015-12-11,1.1002\n",
      "\n",
      "2015-12-14,1.1025\n",
      "\n",
      "2015-12-15,1.0911\n",
      "\n",
      "2015-12-16,1.0937\n",
      "\n",
      "2015-12-17,1.0804\n",
      "\n",
      "2015-12-18,1.0847\n",
      "\n",
      "2015-12-21,1.0920\n",
      "\n",
      "2015-12-22,1.0978\n",
      "\n",
      "2015-12-23,1.0875\n",
      "\n",
      "2015-12-24,1.0955\n",
      "\n",
      "2015-12-25,.\n",
      "\n",
      "2015-12-28,1.0983\n",
      "\n",
      "2015-12-29,1.0916\n",
      "\n",
      "2015-12-30,1.0912\n",
      "\n",
      "2015-12-31,1.0859\n",
      "\n",
      "2016-01-01,.\n",
      "\n",
      "2016-01-04,1.0803\n",
      "\n",
      "2016-01-05,1.0743\n",
      "\n",
      "2016-01-06,1.0762\n",
      "\n",
      "2016-01-07,1.0860\n",
      "\n",
      "2016-01-08,1.0885\n",
      "\n",
      "2016-01-11,1.0878\n",
      "\n",
      "2016-01-12,1.0837\n",
      "\n",
      "2016-01-13,1.0862\n",
      "\n",
      "2016-01-14,1.0862\n",
      "\n",
      "2016-01-15,1.0964\n",
      "\n",
      "2016-01-18,.\n",
      "\n",
      "2016-01-19,1.0906\n",
      "\n",
      "2016-01-20,1.0908\n",
      "\n",
      "2016-01-21,1.0833\n",
      "\n",
      "2016-01-22,1.0814\n",
      "\n",
      "2016-01-25,1.0832\n",
      "\n",
      "2016-01-26,1.0846\n",
      "\n",
      "2016-01-27,1.0867\n",
      "\n",
      "2016-01-28,1.0952\n",
      "\n",
      "2016-01-29,1.0832\n",
      "\n",
      "2016-02-01,1.0888\n",
      "\n",
      "2016-02-02,1.0908\n",
      "\n",
      "2016-02-03,1.1051\n",
      "\n",
      "2016-02-04,1.1199\n",
      "\n",
      "2016-02-05,1.1131\n",
      "\n",
      "2016-02-08,1.1170\n",
      "\n",
      "2016-02-09,1.1300\n",
      "\n",
      "2016-02-10,1.1222\n",
      "\n",
      "2016-02-11,1.1362\n",
      "\n",
      "2016-02-12,1.1235\n",
      "\n",
      "2016-02-15,.\n",
      "\n",
      "2016-02-16,1.1140\n",
      "\n",
      "2016-02-17,1.1140\n",
      "\n",
      "2016-02-18,1.1092\n",
      "\n",
      "2016-02-19,1.1127\n",
      "\n",
      "2016-02-22,1.1018\n",
      "\n",
      "2016-02-23,1.1016\n",
      "\n",
      "2016-02-24,1.1021\n",
      "\n",
      "2016-02-25,1.1026\n",
      "\n",
      "2016-02-26,1.0932\n",
      "\n",
      "2016-02-29,1.0868\n",
      "\n",
      "2016-03-01,1.0847\n",
      "\n",
      "2016-03-02,1.0845\n",
      "\n",
      "2016-03-03,1.0948\n",
      "\n",
      "2016-03-04,1.1010\n",
      "\n",
      "2016-03-07,1.1004\n",
      "\n",
      "2016-03-08,1.1028\n",
      "\n",
      "2016-03-09,1.1022\n",
      "\n",
      "2016-03-10,1.1162\n",
      "\n",
      "2016-03-11,1.1180\n",
      "\n",
      "2016-03-14,1.1107\n",
      "\n",
      "2016-03-15,1.1112\n",
      "\n",
      "2016-03-16,1.1075\n",
      "\n",
      "2016-03-17,1.1316\n",
      "\n",
      "2016-03-18,1.1292\n",
      "\n",
      "2016-03-21,1.1260\n",
      "\n",
      "2016-03-22,1.1228\n",
      "\n",
      "2016-03-23,1.1174\n",
      "\n",
      "2016-03-24,1.1163\n",
      "\n",
      "2016-03-25,1.1164\n",
      "\n",
      "2016-03-28,1.1210\n",
      "\n",
      "2016-03-29,1.1204\n",
      "\n",
      "2016-03-30,1.1330\n",
      "\n",
      "2016-03-31,1.1390\n",
      "\n",
      "2016-04-01,1.1385\n",
      "\n",
      "2016-04-04,1.1386\n",
      "\n",
      "2016-04-05,1.1374\n",
      "\n",
      "2016-04-06,1.1430\n",
      "\n",
      "2016-04-07,1.1386\n",
      "\n",
      "2016-04-08,1.1406\n",
      "\n",
      "2016-04-11,1.1412\n",
      "\n",
      "2016-04-12,1.1395\n",
      "\n",
      "2016-04-13,1.1281\n",
      "\n",
      "2016-04-14,1.1262\n",
      "\n",
      "2016-04-15,1.1295\n",
      "\n",
      "2016-04-18,1.1322\n",
      "\n",
      "2016-04-19,1.1375\n",
      "\n",
      "2016-04-20,1.1330\n",
      "\n",
      "2016-04-21,1.1301\n",
      "\n",
      "2016-04-22,1.1239\n",
      "\n",
      "2016-04-25,1.1274\n",
      "\n",
      "2016-04-26,1.1318\n",
      "\n",
      "2016-04-27,1.1322\n",
      "\n",
      "2016-04-28,1.1325\n",
      "\n",
      "2016-04-29,1.1441\n",
      "\n",
      "2016-05-02,1.1516\n",
      "\n",
      "2016-05-03,1.1508\n",
      "\n",
      "2016-05-04,1.1486\n",
      "\n",
      "2016-05-05,1.1404\n",
      "\n",
      "2016-05-06,1.1421\n",
      "\n",
      "2016-05-09,1.1402\n",
      "\n",
      "2016-05-10,1.1386\n",
      "\n",
      "2016-05-11,1.1444\n",
      "\n",
      "2016-05-12,1.1380\n",
      "\n",
      "2016-05-13,1.1294\n",
      "\n",
      "2016-05-16,1.1328\n",
      "\n",
      "2016-05-17,1.1337\n",
      "\n",
      "2016-05-18,1.1276\n",
      "\n",
      "2016-05-19,1.1214\n",
      "\n",
      "2016-05-20,1.1207\n",
      "\n",
      "2016-05-23,1.1192\n",
      "\n",
      "2016-05-24,1.1145\n",
      "\n",
      "2016-05-25,1.1154\n",
      "\n",
      "2016-05-26,1.1184\n",
      "\n",
      "2016-05-27,1.1140\n",
      "\n",
      "2016-05-30,.\n",
      "\n",
      "2016-05-31,1.1135\n",
      "\n",
      "2016-06-01,1.1165\n",
      "\n",
      "2016-06-02,1.1157\n",
      "\n",
      "2016-06-03,1.1330\n",
      "\n",
      "2016-06-06,1.1354\n",
      "\n",
      "2016-06-07,1.1350\n",
      "\n",
      "2016-06-08,1.1400\n",
      "\n",
      "2016-06-09,1.1329\n",
      "\n",
      "2016-06-10,1.1281\n",
      "\n",
      "2016-06-13,1.1282\n",
      "\n",
      "2016-06-14,1.1206\n",
      "\n",
      "2016-06-15,1.1239\n",
      "\n",
      "2016-06-16,1.1158\n",
      "\n",
      "2016-06-17,1.1256\n",
      "\n",
      "2016-06-20,1.1318\n",
      "\n",
      "2016-06-21,1.1262\n",
      "\n",
      "2016-06-22,1.1286\n",
      "\n",
      "2016-06-23,1.1373\n",
      "\n",
      "2016-06-24,1.1126\n",
      "\n",
      "2016-06-27,1.1024\n",
      "\n",
      "2016-06-28,1.1054\n",
      "\n",
      "2016-06-29,1.1117\n",
      "\n",
      "2016-06-30,1.1032\n",
      "\n",
      "2016-07-01,1.1145\n",
      "\n",
      "2016-07-04,.\n",
      "\n",
      "2016-07-05,1.1080\n",
      "\n",
      "2016-07-06,1.1077\n",
      "\n",
      "2016-07-07,1.1065\n",
      "\n",
      "2016-07-08,1.1038\n",
      "\n",
      "2016-07-11,1.1045\n",
      "\n",
      "2016-07-12,1.1074\n",
      "\n",
      "2016-07-13,1.1112\n",
      "\n",
      "2016-07-14,1.1109\n",
      "\n",
      "2016-07-15,1.1059\n",
      "\n",
      "2016-07-18,1.1076\n",
      "\n",
      "2016-07-19,1.1014\n",
      "\n",
      "2016-07-20,1.1007\n",
      "\n",
      "2016-07-21,1.1016\n",
      "\n",
      "2016-07-22,1.0968\n",
      "\n",
      "2016-07-25,1.0980\n",
      "\n",
      "2016-07-26,1.0984\n",
      "\n",
      "2016-07-27,1.0988\n",
      "\n",
      "2016-07-28,1.1094\n",
      "\n",
      "2016-07-29,1.1168\n",
      "\n",
      "2016-08-01,1.1176\n",
      "\n",
      "2016-08-02,1.1225\n",
      "\n",
      "2016-08-03,1.1170\n",
      "\n",
      "2016-08-04,1.1134\n",
      "\n",
      "2016-08-05,1.1080\n",
      "\n",
      "2016-08-08,1.1078\n",
      "\n",
      "2016-08-09,1.1110\n",
      "\n",
      "2016-08-10,1.1171\n",
      "\n",
      "2016-08-11,1.1168\n",
      "\n",
      "2016-08-12,1.1172\n",
      "\n",
      "2016-08-15,1.1199\n",
      "\n",
      "2016-08-16,1.1277\n",
      "\n",
      "2016-08-17,1.1263\n",
      "\n",
      "2016-08-18,1.1334\n",
      "\n",
      "2016-08-19,1.1326\n",
      "\n",
      "2016-08-22,1.1314\n",
      "\n",
      "2016-08-23,1.1308\n",
      "\n",
      "2016-08-24,1.1256\n",
      "\n",
      "2016-08-25,1.1274\n",
      "\n",
      "2016-08-26,1.1237\n",
      "\n",
      "2016-08-29,1.1182\n",
      "\n",
      "2016-08-30,1.1150\n",
      "\n",
      "2016-08-31,1.1146\n",
      "\n",
      "2016-09-01,1.1194\n",
      "\n",
      "2016-09-02,1.1158\n",
      "\n",
      "2016-09-05,.\n",
      "\n",
      "2016-09-06,1.1237\n",
      "\n",
      "2016-09-07,1.1238\n",
      "\n",
      "2016-09-08,1.1256\n",
      "\n",
      "2016-09-09,1.1214\n",
      "\n",
      "2016-09-12,1.1230\n",
      "\n",
      "2016-09-13,1.1242\n",
      "\n",
      "2016-09-14,1.1271\n",
      "\n",
      "2016-09-15,1.1246\n",
      "\n",
      "2016-09-16,1.1160\n",
      "\n",
      "2016-09-19,1.1179\n",
      "\n",
      "2016-09-20,1.1172\n",
      "\n",
      "2016-09-21,1.1165\n",
      "\n",
      "2016-09-22,1.1229\n",
      "\n",
      "2016-09-23,1.1223\n",
      "\n",
      "2016-09-26,1.1270\n",
      "\n",
      "2016-09-27,1.1208\n",
      "\n",
      "2016-09-28,1.1200\n",
      "\n",
      "2016-09-29,1.1244\n",
      "\n",
      "2016-09-30,1.1238\n",
      "\n",
      "2016-10-03,1.1210\n",
      "\n",
      "2016-10-04,1.1212\n",
      "\n",
      "2016-10-05,1.1196\n",
      "\n",
      "2016-10-06,1.1158\n",
      "\n",
      "2016-10-07,1.1156\n",
      "\n",
      "2016-10-10,.\n",
      "\n",
      "2016-10-11,1.1062\n",
      "\n",
      "2016-10-12,1.1014\n",
      "\n",
      "2016-10-13,1.1038\n",
      "\n",
      "2016-10-14,1.0985\n",
      "\n",
      "2016-10-17,1.1000\n",
      "\n",
      "2016-10-18,1.0997\n",
      "\n",
      "2016-10-19,1.0966\n",
      "\n",
      "2016-10-20,1.0934\n",
      "\n",
      "2016-10-21,1.0866\n",
      "\n",
      "2016-10-24,1.0888\n",
      "\n",
      "2016-10-25,1.0890\n",
      "\n",
      "2016-10-26,1.0916\n",
      "\n",
      "2016-10-27,1.0904\n",
      "\n",
      "2016-10-28,1.0934\n",
      "\n",
      "2016-10-31,1.0962\n",
      "\n",
      "2016-11-01,1.1042\n",
      "\n",
      "2016-11-02,1.1119\n",
      "\n",
      "2016-11-03,1.1094\n",
      "\n",
      "2016-11-04,1.1121\n",
      "\n",
      "2016-11-07,1.1038\n",
      "\n",
      "2016-11-08,1.1034\n",
      "\n",
      "2016-11-09,1.0952\n",
      "\n",
      "2016-11-10,1.0882\n",
      "\n",
      "2016-11-11,.\n",
      "\n",
      "2016-11-14,1.0723\n",
      "\n",
      "2016-11-15,1.0726\n",
      "\n",
      "2016-11-16,1.0699\n",
      "\n",
      "2016-11-17,1.0656\n",
      "\n",
      "2016-11-18,1.0600\n",
      "\n",
      "2016-11-21,1.0597\n",
      "\n",
      "2016-11-22,1.0618\n",
      "\n",
      "2016-11-23,1.0560\n",
      "\n",
      "2016-11-24,.\n",
      "\n",
      "2016-11-25,1.0595\n",
      "\n",
      "2016-11-28,1.0576\n",
      "\n",
      "2016-11-29,1.0626\n",
      "\n",
      "2016-11-30,1.0578\n",
      "\n",
      "2016-12-01,1.0634\n",
      "\n",
      "2016-12-02,1.0666\n",
      "\n",
      "2016-12-05,1.0723\n",
      "\n",
      "2016-12-06,1.0717\n",
      "\n",
      "2016-12-07,1.0758\n",
      "\n",
      "2016-12-08,1.0625\n",
      "\n",
      "2016-12-09,1.0541\n",
      "\n",
      "2016-12-12,1.0606\n",
      "\n",
      "2016-12-13,1.0635\n",
      "\n",
      "2016-12-14,1.0656\n",
      "\n",
      "2016-12-15,1.0375\n",
      "\n",
      "2016-12-16,1.0456\n",
      "\n",
      "2016-12-19,1.0444\n",
      "\n",
      "2016-12-20,1.0390\n",
      "\n",
      "2016-12-21,1.0425\n",
      "\n",
      "2016-12-22,1.0452\n",
      "\n",
      "2016-12-23,1.0449\n",
      "\n",
      "2016-12-26,.\n",
      "\n",
      "2016-12-27,1.0458\n",
      "\n",
      "2016-12-28,1.0389\n",
      "\n",
      "2016-12-29,1.0486\n",
      "\n",
      "2016-12-30,1.0552\n",
      "\n",
      "2017-01-02,.\n",
      "\n",
      "2017-01-03,1.0416\n",
      "\n",
      "2017-01-04,1.0476\n",
      "\n",
      "2017-01-05,1.0598\n",
      "\n",
      "2017-01-06,1.0560\n",
      "\n",
      "2017-01-09,1.0576\n",
      "\n",
      "2017-01-10,1.0572\n",
      "\n",
      "2017-01-11,1.0501\n",
      "\n",
      "2017-01-12,1.0666\n",
      "\n",
      "2017-01-13,1.0625\n",
      "\n",
      "2017-01-16,.\n",
      "\n",
      "2017-01-17,1.0695\n",
      "\n",
      "2017-01-18,1.0682\n",
      "\n",
      "2017-01-19,1.0630\n",
      "\n",
      "2017-01-20,.\n",
      "\n",
      "2017-01-23,1.0740\n",
      "\n",
      "2017-01-24,1.0749\n",
      "\n",
      "2017-01-25,1.0743\n",
      "\n",
      "2017-01-26,1.0670\n",
      "\n",
      "2017-01-27,1.0690\n",
      "\n",
      "2017-01-30,1.0681\n",
      "\n",
      "2017-01-31,1.0794\n",
      "\n",
      "2017-02-01,1.0758\n",
      "\n",
      "2017-02-02,1.0802\n",
      "\n",
      "2017-02-03,1.0792\n",
      "\n",
      "2017-02-06,1.0731\n",
      "\n",
      "2017-02-07,1.0690\n",
      "\n",
      "2017-02-08,1.0708\n",
      "\n",
      "2017-02-09,1.0658\n",
      "\n",
      "2017-02-10,1.0650\n",
      "\n",
      "2017-02-13,1.0603\n",
      "\n",
      "2017-02-14,1.0577\n",
      "\n",
      "2017-02-15,1.0597\n",
      "\n",
      "2017-02-16,1.0660\n",
      "\n",
      "2017-02-17,1.0614\n",
      "\n",
      "2017-02-20,.\n",
      "\n",
      "2017-02-21,1.0551\n",
      "\n",
      "2017-02-22,1.0555\n",
      "\n",
      "2017-02-23,1.0586\n",
      "\n",
      "2017-02-24,1.0580\n",
      "\n",
      "2017-02-27,1.0624\n",
      "\n",
      "2017-02-28,1.0618\n",
      "\n",
      "2017-03-01,1.0564\n",
      "\n",
      "2017-03-02,1.0514\n",
      "\n",
      "2017-03-03,1.0552\n",
      "\n",
      "2017-03-06,1.0586\n",
      "\n",
      "2017-03-07,1.0582\n",
      "\n",
      "2017-03-08,1.0547\n",
      "\n",
      "2017-03-09,1.0586\n",
      "\n",
      "2017-03-10,1.0667\n",
      "\n",
      "2017-03-13,1.0670\n",
      "\n",
      "2017-03-14,1.0645\n",
      "\n",
      "2017-03-15,1.0630\n",
      "\n",
      "2017-03-16,1.0738\n",
      "\n",
      "2017-03-17,1.0742\n",
      "\n",
      "2017-03-20,1.0754\n",
      "\n",
      "2017-03-21,1.0810\n",
      "\n",
      "2017-03-22,1.0800\n",
      "\n",
      "2017-03-23,1.0787\n",
      "\n",
      "2017-03-24,1.0806\n",
      "\n",
      "2017-03-27,1.0882\n",
      "\n",
      "2017-03-28,1.0852\n",
      "\n",
      "2017-03-29,1.0756\n",
      "\n",
      "2017-03-30,1.0726\n",
      "\n",
      "2017-03-31,1.0698\n",
      "\n",
      "2017-04-03,1.0655\n",
      "\n",
      "2017-04-04,1.0664\n",
      "\n",
      "2017-04-05,1.0661\n",
      "\n",
      "2017-04-06,1.0651\n",
      "\n",
      "2017-04-07,1.0616\n",
      "\n",
      "2017-04-10,1.0606\n",
      "\n",
      "2017-04-11,1.0614\n",
      "\n",
      "2017-04-12,1.0611\n",
      "\n",
      "2017-04-13,1.0630\n",
      "\n",
      "2017-04-14,1.0625\n",
      "\n",
      "2017-04-17,1.0660\n",
      "\n",
      "2017-04-18,1.0706\n",
      "\n",
      "2017-04-19,1.0707\n",
      "\n",
      "2017-04-20,1.0758\n",
      "\n",
      "2017-04-21,1.0694\n",
      "\n",
      "2017-04-24,1.0846\n",
      "\n",
      "2017-04-25,1.0941\n",
      "\n",
      "2017-04-26,1.0872\n",
      "\n",
      "2017-04-27,1.0864\n",
      "\n",
      "2017-04-28,1.0895\n",
      "\n",
      "2017-05-01,1.0912\n",
      "\n",
      "2017-05-02,1.0910\n",
      "\n",
      "2017-05-03,1.0920\n",
      "\n",
      "2017-05-04,1.0967\n",
      "\n",
      "2017-05-05,1.0996\n",
      "\n",
      "2017-05-08,1.0928\n",
      "\n",
      "2017-05-09,1.0875\n",
      "\n",
      "2017-05-10,1.0873\n",
      "\n",
      "2017-05-11,1.0869\n",
      "\n",
      "2017-05-12,1.0926\n",
      "\n",
      "2017-05-15,1.0979\n",
      "\n",
      "2017-05-16,1.1072\n",
      "\n",
      "2017-05-17,1.1134\n",
      "\n",
      "2017-05-18,1.1130\n",
      "\n",
      "2017-05-19,1.1190\n",
      "\n",
      "2017-05-22,1.1236\n",
      "\n",
      "2017-05-23,1.1198\n",
      "\n",
      "2017-05-24,1.1175\n",
      "\n",
      "2017-05-25,1.1218\n",
      "\n",
      "2017-05-26,1.1170\n",
      "\n",
      "2017-05-29,.\n",
      "\n",
      "2017-05-30,1.1183\n",
      "\n",
      "2017-05-31,1.1236\n",
      "\n",
      "2017-06-01,1.1214\n",
      "\n",
      "2017-06-02,1.1270\n",
      "\n",
      "2017-06-05,1.1250\n",
      "\n",
      "2017-06-06,1.1266\n",
      "\n",
      "2017-06-07,1.1236\n",
      "\n",
      "2017-06-08,1.1217\n",
      "\n",
      "2017-06-09,1.1190\n",
      "\n",
      "2017-06-12,1.1204\n",
      "\n",
      "2017-06-13,1.1194\n",
      "\n",
      "2017-06-14,1.1277\n",
      "\n",
      "2017-06-15,1.1152\n",
      "\n",
      "2017-06-16,1.1194\n",
      "\n",
      "2017-06-19,1.1160\n",
      "\n",
      "2017-06-20,1.1124\n",
      "\n",
      "2017-06-21,1.1143\n",
      "\n",
      "2017-06-22,1.1148\n",
      "\n",
      "2017-06-23,1.1196\n",
      "\n",
      "2017-06-26,1.1196\n",
      "\n",
      "2017-06-27,1.1300\n",
      "\n",
      "2017-06-28,1.1364\n",
      "\n",
      "2017-06-29,1.1420\n",
      "\n",
      "2017-06-30,1.1411\n",
      "\n",
      "2017-07-03,1.1367\n",
      "\n",
      "2017-07-04,.\n",
      "\n",
      "2017-07-05,1.1336\n",
      "\n",
      "2017-07-06,1.1409\n",
      "\n",
      "2017-07-07,1.1396\n",
      "\n",
      "2017-07-10,1.1396\n",
      "\n",
      "2017-07-11,1.1430\n",
      "\n",
      "2017-07-12,1.1411\n",
      "\n",
      "2017-07-13,1.1385\n",
      "\n",
      "2017-07-14,1.1452\n",
      "\n",
      "2017-07-17,1.1470\n",
      "\n",
      "2017-07-18,1.1578\n",
      "\n",
      "2017-07-19,1.1518\n",
      "\n",
      "2017-07-20,1.1634\n",
      "\n",
      "2017-07-21,1.1655\n",
      "\n",
      "2017-07-24,1.1642\n",
      "\n",
      "2017-07-25,1.1656\n",
      "\n",
      "2017-07-26,1.1632\n",
      "\n",
      "2017-07-27,1.1656\n",
      "\n",
      "2017-07-28,1.1754\n",
      "\n",
      "2017-07-31,1.1826\n",
      "\n",
      "2017-08-01,1.1799\n",
      "\n",
      "2017-08-02,1.1861\n",
      "\n",
      "2017-08-03,1.1880\n",
      "\n",
      "2017-08-04,1.1754\n",
      "\n",
      "2017-08-07,1.1788\n",
      "\n",
      "2017-08-08,1.1724\n",
      "\n",
      "2017-08-09,1.1748\n",
      "\n",
      "2017-08-10,1.1751\n",
      "\n",
      "2017-08-11,1.1811\n",
      "\n",
      "2017-08-14,1.1786\n",
      "\n",
      "2017-08-15,1.1736\n",
      "\n",
      "2017-08-16,1.1703\n",
      "\n",
      "2017-08-17,1.1736\n",
      "\n",
      "2017-08-18,1.1748\n",
      "\n",
      "2017-08-21,1.1814\n",
      "\n",
      "2017-08-22,1.1762\n",
      "\n",
      "2017-08-23,1.1802\n",
      "\n",
      "2017-08-24,1.1801\n",
      "\n",
      "2017-08-25,1.1874\n",
      "\n",
      "2017-08-28,1.1973\n",
      "\n",
      "2017-08-29,1.2025\n",
      "\n",
      "2017-08-30,1.1927\n",
      "\n",
      "2017-08-31,1.1894\n",
      "\n",
      "2017-09-01,1.1878\n",
      "\n",
      "2017-09-04,.\n",
      "\n",
      "2017-09-05,1.1911\n",
      "\n",
      "2017-09-06,1.1943\n",
      "\n",
      "2017-09-07,1.2028\n",
      "\n",
      "2017-09-08,1.2041\n",
      "\n",
      "2017-09-11,1.1964\n",
      "\n",
      "2017-09-12,1.1968\n",
      "\n",
      "2017-09-13,1.1898\n",
      "\n",
      "2017-09-14,1.1886\n",
      "\n",
      "2017-09-15,1.1959\n",
      "\n",
      "2017-09-18,1.1938\n",
      "\n",
      "2017-09-19,1.1980\n",
      "\n",
      "2017-09-20,1.1998\n",
      "\n",
      "2017-09-21,1.1946\n",
      "\n",
      "2017-09-22,1.1969\n",
      "\n",
      "2017-09-25,1.1852\n",
      "\n",
      "2017-09-26,1.1772\n",
      "\n",
      "2017-09-27,1.1747\n",
      "\n",
      "2017-09-28,1.1776\n",
      "\n",
      "2017-09-29,1.1813\n",
      "\n",
      "2017-10-02,1.1745\n",
      "\n",
      "2017-10-03,1.1759\n",
      "\n",
      "2017-10-04,1.1760\n",
      "\n",
      "2017-10-05,1.1706\n",
      "\n",
      "2017-10-06,1.1732\n",
      "\n",
      "2017-10-09,.\n",
      "\n",
      "2017-10-10,1.1804\n",
      "\n",
      "2017-10-11,1.1847\n",
      "\n",
      "2017-10-12,1.1840\n",
      "\n",
      "2017-10-13,1.1837\n",
      "\n",
      "2017-10-16,1.1810\n",
      "\n",
      "2017-10-17,1.1754\n",
      "\n",
      "2017-10-18,1.1775\n",
      "\n",
      "2017-10-19,1.1842\n",
      "\n",
      "2017-10-20,1.1770\n",
      "\n",
      "2017-10-23,1.1762\n",
      "\n",
      "2017-10-24,1.1766\n",
      "\n",
      "2017-10-25,1.1802\n",
      "\n",
      "2017-10-26,1.1700\n",
      "\n",
      "2017-10-27,1.1580\n",
      "\n",
      "2017-10-30,1.1626\n",
      "\n",
      "2017-10-31,1.1648\n",
      "\n",
      "2017-11-01,1.1618\n",
      "\n",
      "2017-11-02,1.1672\n",
      "\n",
      "2017-11-03,1.1616\n",
      "\n",
      "2017-11-06,1.1600\n",
      "\n",
      "2017-11-07,1.1577\n",
      "\n",
      "2017-11-08,1.1591\n",
      "\n",
      "2017-11-09,1.1648\n",
      "\n",
      "2017-11-10,.\n",
      "\n",
      "2017-11-13,1.1656\n",
      "\n",
      "2017-11-14,1.1764\n",
      "\n",
      "2017-11-15,1.1794\n",
      "\n",
      "2017-11-16,1.1772\n",
      "\n",
      "2017-11-17,1.1799\n",
      "\n",
      "2017-11-20,1.1741\n",
      "\n",
      "2017-11-21,1.1741\n",
      "\n",
      "2017-11-22,1.1789\n",
      "\n",
      "2017-11-23,.\n",
      "\n",
      "2017-11-24,1.1936\n",
      "\n",
      "2017-11-27,1.1911\n",
      "\n",
      "2017-11-28,1.1878\n",
      "\n",
      "2017-11-29,1.1858\n",
      "\n",
      "2017-11-30,1.1898\n",
      "\n",
      "2017-12-01,1.1910\n",
      "\n",
      "2017-12-04,1.1848\n",
      "\n",
      "2017-12-05,1.1820\n",
      "\n",
      "2017-12-06,1.1788\n",
      "\n",
      "2017-12-07,1.1790\n",
      "\n",
      "2017-12-08,1.1761\n",
      "\n",
      "2017-12-11,1.1802\n",
      "\n",
      "2017-12-12,1.1725\n",
      "\n",
      "2017-12-13,1.1762\n",
      "\n",
      "2017-12-14,1.1778\n",
      "\n",
      "2017-12-15,1.1778\n",
      "\n",
      "2017-12-18,1.1804\n",
      "\n",
      "2017-12-19,1.1822\n",
      "\n",
      "2017-12-20,1.1881\n",
      "\n",
      "2017-12-21,1.1872\n",
      "\n",
      "2017-12-22,1.1839\n",
      "\n",
      "2017-12-25,.\n",
      "\n",
      "2017-12-26,1.1867\n",
      "\n",
      "2017-12-27,1.1902\n",
      "\n",
      "2017-12-28,1.1952\n",
      "\n",
      "2017-12-29,1.2022\n",
      "\n",
      "2018-01-01,.\n",
      "\n",
      "2018-01-02,1.2050\n",
      "\n",
      "2018-01-03,1.2030\n",
      "\n",
      "2018-01-04,1.2064\n",
      "\n",
      "2018-01-05,1.2039\n",
      "\n",
      "2018-01-08,1.1973\n",
      "\n",
      "2018-01-09,1.1922\n",
      "\n",
      "2018-01-10,1.1958\n",
      "\n",
      "2018-01-11,1.2035\n",
      "\n",
      "2018-01-12,1.2130\n",
      "\n",
      "2018-01-15,.\n",
      "\n",
      "2018-01-16,1.2244\n",
      "\n",
      "2018-01-17,1.2229\n",
      "\n",
      "2018-01-18,1.2238\n",
      "\n",
      "2018-01-19,1.2238\n",
      "\n",
      "2018-01-22,1.2230\n",
      "\n",
      "2018-01-23,1.2277\n",
      "\n",
      "2018-01-24,1.2390\n",
      "\n",
      "2018-01-25,1.2488\n",
      "\n",
      "2018-01-26,1.2422\n",
      "\n",
      "2018-01-29,1.2352\n",
      "\n",
      "2018-01-30,1.2390\n",
      "\n",
      "2018-01-31,1.2428\n",
      "\n",
      "2018-02-01,1.2482\n",
      "\n",
      "2018-02-02,1.2446\n",
      "\n",
      "2018-02-05,1.2418\n",
      "\n",
      "2018-02-06,1.2381\n",
      "\n",
      "2018-02-07,1.2281\n",
      "\n",
      "2018-02-08,1.2238\n",
      "\n",
      "2018-02-09,1.2226\n",
      "\n",
      "2018-02-12,1.2267\n",
      "\n",
      "2018-02-13,1.2363\n",
      "\n",
      "2018-02-14,1.2396\n",
      "\n",
      "2018-02-15,1.2482\n",
      "\n",
      "2018-02-16,1.2442\n",
      "\n",
      "2018-02-19,.\n",
      "\n",
      "2018-02-20,1.2348\n",
      "\n",
      "2018-02-21,1.2314\n",
      "\n",
      "2018-02-22,1.2326\n",
      "\n",
      "2018-02-23,1.2298\n",
      "\n",
      "2018-02-26,1.2296\n",
      "\n",
      "2018-02-27,1.2239\n",
      "\n",
      "2018-02-28,1.2211\n",
      "\n",
      "2018-03-01,1.2216\n",
      "\n",
      "2018-03-02,1.2314\n",
      "\n",
      "2018-03-05,1.233\n",
      "\n",
      "2018-03-06,1.2415\n",
      "\n",
      "2018-03-07,1.2397\n",
      "\n",
      "2018-03-08,1.2314\n",
      "\n",
      "2018-03-09,1.2326\n",
      "\n",
      "2018-03-12,1.2318\n",
      "\n",
      "2018-03-13,1.2398\n",
      "\n",
      "2018-03-14,1.2362\n",
      "\n",
      "2018-03-15,1.2321\n",
      "\n",
      "2018-03-16,1.228\n",
      "\n",
      "2018-03-19,1.2329\n",
      "\n",
      "2018-03-20,1.2271\n",
      "\n",
      "2018-03-21,1.2268\n",
      "\n",
      "2018-03-22,1.231\n",
      "\n",
      "2018-03-23,1.236\n",
      "\n",
      "2018-03-26,1.244\n",
      "\n",
      "2018-03-27,1.241\n",
      "\n",
      "2018-03-28,1.2351\n",
      "\n",
      "2018-03-29,1.2297\n",
      "\n",
      "2018-03-30,1.232\n",
      "\n",
      "2018-04-02,1.2288\n",
      "\n",
      "2018-04-03,1.2261\n",
      "\n",
      "2018-04-04,1.2292\n",
      "\n",
      "2018-04-05,1.223\n",
      "\n",
      "2018-04-06,1.2274\n",
      "\n",
      "2018-04-09,1.232\n",
      "\n",
      "2018-04-10,1.2338\n",
      "\n",
      "2018-04-11,1.2384\n",
      "\n",
      "2018-04-12,1.232\n",
      "\n",
      "2018-04-13,1.2322\n",
      "\n",
      "2018-04-16,1.2373\n",
      "\n",
      "2018-04-17,1.2345\n",
      "\n",
      "2018-04-18,1.238\n",
      "\n",
      "2018-04-19,1.2336\n",
      "\n",
      "2018-04-20,1.2282\n",
      "\n",
      "2018-04-23,1.2216\n",
      "\n",
      "2018-04-24,1.2226\n",
      "\n",
      "2018-04-25,1.2178\n",
      "\n",
      "2018-04-26,1.2113\n",
      "\n",
      "2018-04-27,1.2108\n",
      "\n",
      "2018-04-30,1.2074\n",
      "\n",
      "2018-05-01,1.2\n",
      "\n",
      "2018-05-02,1.1968\n",
      "\n",
      "2018-05-03,1.197\n",
      "\n",
      "2018-05-04,1.1946\n",
      "\n",
      "2018-05-07,1.1927\n",
      "\n",
      "2018-05-08,1.1863\n",
      "\n",
      "2018-05-09,1.1852\n",
      "\n",
      "2018-05-10,1.1896\n",
      "\n",
      "2018-05-11,1.1951\n",
      "\n",
      "2018-05-14,1.1976\n",
      "\n",
      "2018-05-15,1.1864\n",
      "\n",
      "2018-05-16,1.1788\n",
      "\n",
      "2018-05-17,1.1798\n",
      "\n",
      "2018-05-18,1.1775\n",
      "\n",
      "2018-05-21,1.1768\n",
      "\n",
      "2018-05-22,1.1783\n",
      "\n",
      "2018-05-23,1.1693\n",
      "\n",
      "2018-05-24,1.1729\n",
      "\n",
      "2018-05-25,1.1666\n",
      "\n",
      "2018-05-28,.\n",
      "\n",
      "2018-05-29,1.1551\n",
      "\n",
      "2018-05-30,1.1664\n",
      "\n",
      "2018-05-31,1.167\n",
      "\n",
      "2018-06-01,1.1679\n",
      "\n",
      "2018-06-04,1.1696\n",
      "\n",
      "2018-06-05,1.1672\n",
      "\n",
      "2018-06-06,1.1778\n",
      "\n",
      "2018-06-07,1.1815\n",
      "\n",
      "2018-06-08,1.1773\n",
      "\n",
      "2018-06-11,1.1802\n",
      "\n",
      "2018-06-12,1.1792\n",
      "\n",
      "2018-06-13,1.1784\n",
      "\n",
      "2018-06-14,1.1634\n",
      "\n",
      "2018-06-15,1.1616\n",
      "\n",
      "2018-06-18,1.1606\n",
      "\n",
      "2018-06-19,1.1577\n",
      "\n",
      "2018-06-20,1.1592\n",
      "\n",
      "2018-06-21,1.16\n",
      "\n",
      "2018-06-22,1.163\n",
      "\n",
      "2018-06-25,1.1694\n",
      "\n",
      "2018-06-26,1.1675\n",
      "\n",
      "2018-06-27,1.1588\n",
      "\n",
      "2018-06-28,1.1582\n",
      "\n",
      "2018-06-29,1.1677\n",
      "\n",
      "2018-07-02,1.1604\n",
      "\n",
      "2018-07-03,1.1653\n",
      "\n",
      "2018-07-04,.\n",
      "\n",
      "2018-07-05,1.1697\n",
      "\n",
      "2018-07-06,1.1738\n",
      "\n",
      "2018-07-09,1.1744\n",
      "\n",
      "2018-07-10,1.1728\n",
      "\n",
      "2018-07-11,1.1722\n",
      "\n",
      "2018-07-12,1.1692\n",
      "\n",
      "2018-07-13,1.1667\n",
      "\n",
      "2018-07-16,1.171\n",
      "\n",
      "2018-07-17,1.1664\n",
      "\n",
      "2018-07-18,1.1645\n",
      "\n",
      "2018-07-19,1.1604\n",
      "\n",
      "2018-07-20,1.1708\n",
      "\n",
      "2018-07-23,1.1702\n",
      "\n",
      "2018-07-24,1.1684\n",
      "\n",
      "2018-07-25,1.1677\n",
      "\n",
      "2018-07-26,1.1654\n",
      "\n",
      "2018-07-27,1.166\n",
      "\n",
      "2018-07-30,1.1718\n",
      "\n",
      "2018-07-31,1.1706\n",
      "\n",
      "2018-08-01,1.1666\n",
      "\n",
      "2018-08-02,1.1612\n",
      "\n",
      "2018-08-03,1.1597\n",
      "\n",
      "2018-08-06,1.1564\n",
      "\n",
      "2018-08-07,1.1597\n",
      "\n",
      "2018-08-08,1.1598\n",
      "\n",
      "2018-08-09,1.1566\n",
      "\n",
      "2018-08-10,1.1399\n",
      "\n",
      "2018-08-13,1.1396\n",
      "\n",
      "2018-08-14,1.1351\n",
      "\n",
      "2018-08-15,1.1332\n",
      "\n",
      "2018-08-16,1.1388\n",
      "\n",
      "2018-08-17,1.141\n",
      "\n",
      "2018-08-20,1.1438\n",
      "\n",
      "2018-08-21,1.1534\n",
      "\n",
      "2018-08-22,1.1595\n",
      "\n",
      "2018-08-23,1.1567\n",
      "\n",
      "2018-08-24,1.1625\n",
      "\n",
      "2018-08-27,1.1676\n",
      "\n",
      "2018-08-28,1.172\n",
      "\n",
      "2018-08-29,1.1699\n",
      "\n",
      "2018-08-30,1.1646\n",
      "\n",
      "2018-08-31,1.1596\n",
      "\n",
      "2018-09-03,.\n",
      "\n",
      "2018-09-04,1.1566\n",
      "\n",
      "2018-09-05,1.162\n",
      "\n",
      "2018-09-06,1.1624\n",
      "\n",
      "2018-09-07,1.1572\n",
      "\n",
      "2018-09-10,1.1604\n",
      "\n",
      "2018-09-11,1.1591\n",
      "\n",
      "2018-09-12,1.1626\n",
      "\n",
      "2018-09-13,1.1672\n",
      "\n",
      "2018-09-14,1.1656\n",
      "\n",
      "2018-09-17,1.1687\n",
      "\n",
      "2018-09-18,1.1693\n",
      "\n",
      "2018-09-19,1.1685\n",
      "\n",
      "2018-09-20,1.1744\n",
      "\n",
      "2018-09-21,1.1739\n",
      "\n",
      "2018-09-24,1.1773\n",
      "\n",
      "2018-09-25,1.177\n",
      "\n",
      "2018-09-26,1.1758\n",
      "\n",
      "2018-09-27,1.167\n",
      "\n",
      "2018-09-28,1.1622\n",
      "\n",
      "2018-10-01,1.1567\n",
      "\n",
      "2018-10-02,1.156\n",
      "\n",
      "2018-10-03,1.1525\n",
      "\n",
      "2018-10-04,1.1508\n",
      "\n",
      "2018-10-05,1.1502\n",
      "\n",
      "2018-10-08,.\n",
      "\n",
      "2018-10-09,1.1482\n",
      "\n",
      "2018-10-10,1.1541\n",
      "\n",
      "2018-10-11,1.1565\n",
      "\n",
      "2018-10-12,1.1559\n",
      "\n",
      "2018-10-15,1.1594\n",
      "\n",
      "2018-10-16,1.1593\n",
      "\n",
      "2018-10-17,1.154\n",
      "\n",
      "2018-10-18,1.1494\n",
      "\n",
      "2018-10-19,1.1513\n",
      "\n",
      "2018-10-22,1.1467\n",
      "\n",
      "2018-10-23,1.148\n",
      "\n",
      "2018-10-24,1.1389\n",
      "\n",
      "2018-10-25,1.1374\n",
      "\n",
      "2018-10-26,1.1388\n",
      "\n",
      "2018-10-29,1.139\n",
      "\n",
      "2018-10-30,1.1364\n",
      "\n",
      "2018-10-31,1.1332\n",
      "\n",
      "2018-11-01,1.1396\n",
      "\n",
      "2018-11-02,1.1378\n",
      "\n",
      "2018-11-05,1.1394\n",
      "\n",
      "2018-11-06,1.1412\n",
      "\n",
      "2018-11-07,1.1459\n",
      "\n",
      "2018-11-08,1.1416\n",
      "\n",
      "2018-11-09,1.1325\n",
      "\n",
      "2018-11-12,.\n",
      "\n",
      "2018-11-13,1.1288\n",
      "\n",
      "2018-11-14,1.1312\n",
      "\n",
      "2018-11-15,1.1324\n",
      "\n",
      "2018-11-16,1.1402\n",
      "\n",
      "2018-11-19,1.1448\n",
      "\n",
      "2018-11-20,1.1391\n",
      "\n",
      "2018-11-21,1.1393\n",
      "\n",
      "2018-11-22,.\n",
      "\n",
      "2018-11-23,1.1332\n",
      "\n",
      "2018-11-26,1.1336\n",
      "\n",
      "2018-11-27,1.1281\n",
      "\n",
      "2018-11-28,1.1286\n",
      "\n",
      "2018-11-29,1.1382\n",
      "\n",
      "2018-11-30,1.1323\n",
      "\n",
      "2018-12-03,1.1356\n",
      "\n",
      "2018-12-04,1.1345\n",
      "\n",
      "2018-12-05,.\n",
      "\n",
      "2018-12-06,1.1374\n",
      "\n",
      "2018-12-07,1.139\n",
      "\n",
      "2018-12-10,1.1368\n",
      "\n",
      "2018-12-11,1.1314\n",
      "\n",
      "2018-12-12,1.1362\n",
      "\n",
      "2018-12-13,1.1358\n",
      "\n",
      "2018-12-14,1.13\n",
      "\n",
      "2018-12-17,1.1339\n",
      "\n",
      "2018-12-18,1.1364\n",
      "\n",
      "2018-12-19,1.1422\n",
      "\n",
      "2018-12-20,1.1432\n",
      "\n",
      "2018-12-21,1.1402\n",
      "\n",
      "2018-12-24,.\n",
      "\n",
      "2018-12-25,.\n",
      "\n",
      "2018-12-26,1.1408\n",
      "\n",
      "2018-12-27,1.1412\n",
      "\n",
      "2018-12-28,1.1445\n",
      "\n",
      "2018-12-31,1.1456\n",
      "\n",
      "2019-01-01,.\n",
      "\n",
      "2019-01-02,1.1357\n",
      "\n",
      "2019-01-03,1.1399\n",
      "\n",
      "2019-01-04,1.141\n",
      "\n",
      "2019-01-07,1.1468\n",
      "\n",
      "2019-01-08,1.1444\n",
      "\n",
      "2019-01-09,1.1524\n",
      "\n",
      "2019-01-10,1.1517\n",
      "\n",
      "2019-01-11,1.1479\n",
      "\n",
      "2019-01-14,.\n",
      "\n",
      "2019-01-15,1.1392\n",
      "\n",
      "2019-01-16,1.1408\n",
      "\n",
      "2019-01-17,1.1386\n",
      "\n",
      "2019-01-18,1.1362\n",
      "\n",
      "2019-01-21,.\n",
      "\n",
      "2019-01-22,1.1359\n",
      "\n",
      "2019-01-23,1.139\n",
      "\n",
      "2019-01-24,1.1322\n",
      "\n",
      "2019-01-25,1.1407\n",
      "\n",
      "2019-01-28,1.1438\n",
      "\n",
      "2019-01-29,1.1424\n",
      "\n",
      "2019-01-30,1.1418\n",
      "\n",
      "2019-01-31,1.1454\n",
      "\n",
      "2019-02-01,1.1474\n",
      "\n",
      "2019-02-04,1.1438\n",
      "\n",
      "2019-02-05,1.1406\n",
      "\n",
      "2019-02-06,1.138\n",
      "\n",
      "2019-02-07,1.1357\n",
      "\n",
      "2019-02-08,1.1326\n",
      "\n",
      "2019-02-11,1.1277\n",
      "\n",
      "2019-02-12,1.1316\n",
      "\n",
      "2019-02-13,1.1288\n",
      "\n",
      "2019-02-14,1.1284\n",
      "\n",
      "2019-02-15,1.1268\n",
      "\n",
      "2019-02-18,.\n",
      "\n",
      "2019-02-19,1.1328\n",
      "\n",
      "2019-02-20,.\n",
      "\n",
      "2019-02-21,1.1338\n",
      "\n",
      "2019-02-22,1.1342\n",
      "\n",
      "2019-02-25,1.1345\n",
      "\n",
      "2019-02-26,1.1374\n",
      "\n",
      "2019-02-27,1.137\n",
      "\n",
      "2019-02-28,1.1379\n",
      "\n",
      "2019-03-01,1.1376\n",
      "\n",
      "2019-03-04,1.1328\n",
      "\n",
      "2019-03-05,1.13\n",
      "\n",
      "2019-03-06,1.132\n",
      "\n",
      "2019-03-07,1.1214\n",
      "\n",
      "2019-03-08,1.1243\n",
      "\n",
      "2019-03-11,1.1226\n",
      "\n",
      "2019-03-12,1.1276\n",
      "\n",
      "2019-03-13,1.131\n",
      "\n",
      "2019-03-14,1.1304\n",
      "\n",
      "2019-03-15,1.1326\n",
      "\n",
      "2019-03-18,1.1337\n",
      "\n",
      "2019-03-19,1.1346\n",
      "\n",
      "2019-03-20,1.1352\n",
      "\n",
      "2019-03-21,1.1361\n",
      "\n",
      "2019-03-22,1.1282\n",
      "\n",
      "2019-03-25,1.1324\n",
      "\n",
      "2019-03-26,1.128\n",
      "\n",
      "2019-03-27,1.125\n",
      "\n",
      "2019-03-28,1.1236\n",
      "\n",
      "2019-03-29,1.1228\n",
      "\n",
      "2019-04-01,1.121\n",
      "\n",
      "2019-04-02,1.1186\n",
      "\n",
      "2019-04-03,1.1242\n",
      "\n",
      "2019-04-04,1.1216\n",
      "\n",
      "2019-04-05,1.1217\n",
      "\n",
      "2019-04-08,1.1262\n",
      "\n",
      "2019-04-09,1.1278\n",
      "\n",
      "2019-04-10,1.1266\n",
      "\n",
      "2019-04-11,1.1262\n",
      "\n",
      "2019-04-12,1.1304\n",
      "\n",
      "2019-04-15,1.1304\n",
      "\n",
      "2019-04-16,1.1293\n",
      "\n",
      "2019-04-17,1.1297\n",
      "\n",
      "2019-04-18,1.1241\n",
      "\n",
      "2019-04-19,1.1246\n",
      "\n",
      "2019-04-22,1.1258\n",
      "\n",
      "2019-04-23,1.1213\n",
      "\n",
      "2019-04-24,1.1192\n",
      "\n",
      "2019-04-25,1.114\n",
      "\n",
      "2019-04-26,1.1154\n",
      "\n",
      "2019-04-29,1.1166\n",
      "\n",
      "2019-04-30,1.1201\n",
      "\n",
      "2019-05-01,1.1246\n",
      "\n",
      "2019-05-02,1.1184\n",
      "\n",
      "2019-05-03,1.1186\n",
      "\n",
      "2019-05-06,1.1197\n",
      "\n",
      "2019-05-07,1.1178\n",
      "\n",
      "2019-05-08,1.1206\n",
      "\n",
      "2019-05-09,1.1228\n",
      "\n",
      "2019-05-10,1.1241\n",
      "\n",
      "2019-05-13,1.1232\n",
      "\n",
      "2019-05-14,1.1207\n",
      "\n",
      "2019-05-15,1.1208\n",
      "\n",
      "2019-05-16,1.1178\n",
      "\n",
      "2019-05-17,1.1166\n",
      "\n",
      "2019-05-20,1.117\n",
      "\n",
      "2019-05-21,1.1158\n",
      "\n",
      "2019-05-22,1.1156\n",
      "\n",
      "2019-05-23,1.1172\n",
      "\n",
      "2019-05-24,1.1197\n",
      "\n",
      "2019-05-27,.\n",
      "\n",
      "2019-05-28,1.1177\n",
      "\n",
      "2019-05-29,1.1136\n",
      "\n",
      "2019-05-30,1.114\n",
      "\n",
      "2019-05-31,1.1149\n",
      "\n",
      "2019-06-03,1.1206\n",
      "\n",
      "2019-06-04,1.1236\n",
      "\n",
      "2019-06-05,1.1242\n",
      "\n",
      "2019-06-06,1.1294\n",
      "\n",
      "2019-06-07,1.1324\n",
      "\n",
      "2019-06-10,1.1311\n",
      "\n",
      "2019-06-11,1.1316\n",
      "\n",
      "2019-06-12,1.131\n",
      "\n",
      "2019-06-13,1.1275\n",
      "\n",
      "2019-06-14,1.1217\n",
      "\n",
      "2019-06-17,1.1235\n",
      "\n",
      "2019-06-18,1.1196\n",
      "\n",
      "2019-06-19,1.1214\n",
      "\n",
      "2019-06-20,1.1284\n",
      "\n",
      "2019-06-21,1.1328\n",
      "\n",
      "2019-06-24,1.1393\n",
      "\n",
      "2019-06-25,1.1386\n",
      "\n",
      "2019-06-26,1.139\n",
      "\n",
      "2019-06-27,1.1372\n",
      "\n",
      "2019-06-28,1.1374\n",
      "\n",
      "2019-07-01,1.1307\n",
      "\n",
      "2019-07-02,1.1301\n",
      "\n",
      "2019-07-03,1.1275\n",
      "\n",
      "2019-07-04,.\n",
      "\n",
      "2019-07-05,1.1216\n",
      "\n",
      "2019-07-08,1.1208\n",
      "\n",
      "2019-07-09,1.121\n",
      "\n",
      "2019-07-10,1.126\n",
      "\n",
      "2019-07-11,1.1261\n",
      "\n",
      "2019-07-12,1.1254\n",
      "\n",
      "2019-07-15,1.126\n",
      "\n",
      "2019-07-16,1.1212\n",
      "\n",
      "2019-07-17,1.1232\n",
      "\n",
      "2019-07-18,1.1228\n",
      "\n",
      "2019-07-19,1.122\n",
      "\n",
      "2019-07-22,1.1214\n",
      "\n",
      "2019-07-23,1.1156\n",
      "\n",
      "2019-07-24,1.1141\n",
      "\n",
      "2019-07-25,1.1156\n",
      "\n",
      "2019-07-26,1.1121\n",
      "\n",
      "2019-07-29,1.1142\n",
      "\n",
      "2019-07-30,1.1148\n",
      "\n",
      "2019-07-31,1.113\n",
      "\n",
      "2019-08-01,1.1062\n",
      "\n",
      "2019-08-02,1.1112\n",
      "\n",
      "2019-08-05,1.1197\n",
      "\n",
      "2019-08-06,1.1196\n",
      "\n",
      "2019-08-07,1.1236\n",
      "\n",
      "2019-08-08,1.121\n",
      "\n",
      "2019-08-09,1.1222\n",
      "\n",
      "2019-08-12,1.1212\n",
      "\n",
      "2019-08-13,1.1182\n",
      "\n",
      "2019-08-14,1.1144\n",
      "\n",
      "2019-08-15,1.1106\n",
      "\n",
      "2019-08-16,1.1091\n",
      "\n",
      "2019-08-19,1.1096\n",
      "\n",
      "2019-08-20,1.1092\n",
      "\n",
      "2019-08-21,1.1098\n",
      "\n",
      "2019-08-22,1.1089\n",
      "\n",
      "2019-08-23,1.1148\n",
      "\n",
      "2019-08-26,1.1112\n",
      "\n",
      "2019-08-27,1.1094\n",
      "\n",
      "2019-08-28,1.1084\n",
      "\n",
      "2019-08-29,1.1059\n",
      "\n",
      "2019-08-30,1.0989\n",
      "\n",
      "2019-09-02,.\n",
      "\n",
      "2019-09-03,1.0968\n",
      "\n",
      "2019-09-04,1.1025\n",
      "\n",
      "2019-09-05,1.1038\n",
      "\n",
      "2019-09-06,1.1042\n",
      "\n",
      "2019-09-09,1.1056\n",
      "\n",
      "2019-09-10,1.1042\n",
      "\n",
      "2019-09-11,1.1001\n",
      "\n",
      "2019-09-12,1.1074\n",
      "\n",
      "2019-09-13,1.1074\n",
      "\n",
      "2019-09-16,1.1006\n",
      "\n",
      "2019-09-17,1.1063\n",
      "\n",
      "2019-09-18,1.1061\n",
      "\n",
      "2019-09-19,1.1046\n",
      "\n",
      "2019-09-20,1.1004\n",
      "\n",
      "2019-09-23,1.0991\n",
      "\n",
      "2019-09-24,1.0999\n",
      "\n",
      "2019-09-25,1.0949\n",
      "\n",
      "2019-09-26,1.0938\n",
      "\n",
      "2019-09-27,1.0942\n",
      "\n",
      "2019-09-30,1.0905\n",
      "\n",
      "2019-10-01,1.0932\n",
      "\n",
      "2019-10-02,1.0951\n",
      "\n",
      "2019-10-03,1.0991\n",
      "\n",
      "2019-10-04,1.0974\n",
      "\n",
      "2019-10-07,1.0984\n",
      "\n",
      "2019-10-08,1.0949\n",
      "\n",
      "2019-10-09,1.0978\n",
      "\n",
      "2019-10-10,1.1018\n",
      "\n",
      "2019-10-11,1.1039\n",
      "\n",
      "2019-10-14,.\n",
      "\n",
      "2019-10-15,1.1036\n",
      "\n",
      "2019-10-16,1.1075\n",
      "\n",
      "2019-10-17,1.1129\n",
      "\n",
      "2019-10-18,1.1155\n",
      "\n",
      "2019-10-21,1.1145\n",
      "\n",
      "2019-10-22,1.1138\n",
      "\n",
      "2019-10-23,1.1118\n",
      "\n",
      "2019-10-24,1.1098\n",
      "\n",
      "2019-10-25,1.1081\n",
      "\n",
      "2019-10-28,1.1094\n",
      "\n",
      "2019-10-29,1.1117\n",
      "\n",
      "2019-10-30,1.1123\n",
      "\n",
      "2019-10-31,1.1155\n",
      "\n",
      "2019-11-01,1.1169\n",
      "\n",
      "2019-11-04,1.1144\n",
      "\n",
      "2019-11-05,1.107\n",
      "\n",
      "2019-11-06,1.1076\n",
      "\n",
      "2019-11-07,1.1045\n",
      "\n",
      "2019-11-08,1.1019\n",
      "\n",
      "2019-11-11,.\n",
      "\n",
      "2019-11-12,1.1017\n",
      "\n",
      "2019-11-13,1.1004\n",
      "\n",
      "2019-11-14,1.1016\n",
      "\n",
      "2019-11-15,1.1046\n",
      "\n",
      "2019-11-18,1.1079\n",
      "\n",
      "2019-11-19,1.1075\n",
      "\n",
      "2019-11-20,1.1063\n",
      "\n",
      "2019-11-21,1.1067\n",
      "\n",
      "2019-11-22,1.1029\n",
      "\n",
      "2019-11-25,1.1009\n",
      "\n",
      "2019-11-26,1.1012\n",
      "\n",
      "2019-11-27,1.1002\n",
      "\n",
      "2019-11-28,.\n",
      "\n",
      "2019-11-29,1.1019\n",
      "\n",
      "2019-12-02,1.1075\n",
      "\n",
      "2019-12-03,1.1089\n",
      "\n",
      "2019-12-04,1.1076\n",
      "\n",
      "2019-12-05,1.1104\n",
      "\n",
      "2019-12-06,1.1052\n",
      "\n",
      "2019-12-09,1.1067\n",
      "\n",
      "2019-12-10,1.109\n",
      "\n",
      "2019-12-11,1.1092\n",
      "\n",
      "2019-12-12,1.1115\n",
      "\n",
      "2019-12-13,1.1128\n",
      "\n",
      "2019-12-16,1.1139\n",
      "\n",
      "2019-12-17,1.1148\n",
      "\n",
      "2019-12-18,1.1113\n",
      "\n",
      "2019-12-19,1.1128\n",
      "\n",
      "2019-12-20,1.1076\n",
      "\n",
      "2019-12-23,1.1091\n",
      "\n",
      "2019-12-24,1.1084\n",
      "\n",
      "2019-12-25,.\n",
      "\n",
      "2019-12-26,1.1102\n",
      "\n",
      "2019-12-27,1.1174\n",
      "\n",
      "2019-12-30,1.1217\n",
      "\n",
      "2019-12-31,1.1227\n",
      "\n",
      "2020-01-01,.\n",
      "\n",
      "2020-01-02,1.1166\n",
      "\n",
      "2020-01-03,1.1173\n",
      "\n",
      "2020-01-06,1.1187\n",
      "\n",
      "2020-01-07,1.1138\n",
      "\n",
      "2020-01-08,1.1117\n",
      "\n",
      "2020-01-09,1.1106\n",
      "\n",
      "2020-01-10,1.1119\n",
      "\n",
      "2020-01-13,1.1138\n",
      "\n",
      "2020-01-14,1.113\n",
      "\n",
      "2020-01-15,1.116\n",
      "\n",
      "2020-01-16,1.1131\n",
      "\n",
      "2020-01-17,1.1093\n",
      "\n",
      "2020-01-20,.\n",
      "\n",
      "2020-01-21,1.1096\n",
      "\n",
      "2020-01-22,1.1085\n",
      "\n",
      "2020-01-23,1.1041\n",
      "\n",
      "2020-01-24,1.1026\n",
      "\n",
      "2020-01-27,1.1019\n",
      "\n",
      "2020-01-28,1.1008\n",
      "\n",
      "2020-01-29,1.1004\n",
      "\n",
      "2020-01-30,1.1032\n",
      "\n",
      "2020-01-31,1.1082\n",
      "\n",
      "2020-02-03,1.1062\n",
      "\n",
      "2020-02-04,1.1043\n",
      "\n",
      "2020-02-05,1.1006\n",
      "\n",
      "2020-02-06,1.0979\n",
      "\n",
      "2020-02-07,1.095\n",
      "\n",
      "2020-02-10,1.0916\n",
      "\n",
      "2020-02-11,1.0917\n",
      "\n",
      "2020-02-12,1.0893\n",
      "\n",
      "2020-02-13,1.0848\n",
      "\n",
      "2020-02-14,1.0839\n",
      "\n",
      "2020-02-17,.\n",
      "\n",
      "2020-02-18,1.0815\n",
      "\n",
      "2020-02-19,1.0794\n",
      "\n",
      "2020-02-20,1.0797\n",
      "\n",
      "2020-02-21,1.0855\n",
      "\n",
      "2020-02-24,1.0857\n",
      "\n",
      "2020-02-25,1.0868\n",
      "\n",
      "2020-02-26,1.0887\n",
      "\n",
      "2020-02-27,1.0977\n",
      "\n",
      "2020-02-28,1.1001\n",
      "\n",
      "2020-03-02,1.1164\n",
      "\n",
      "2020-03-03,1.1175\n",
      "\n",
      "2020-03-04,1.113\n",
      "\n",
      "2020-03-05,1.1202\n",
      "\n",
      "2020-03-06,1.1319\n",
      "\n",
      "2020-03-09,1.142\n",
      "\n",
      "2020-03-10,1.1342\n",
      "\n",
      "2020-03-11,1.128\n",
      "\n",
      "2020-03-12,1.1081\n",
      "\n",
      "2020-03-13,1.1066\n",
      "\n",
      "2020-03-16,1.1139\n",
      "\n",
      "2020-03-17,1.0971\n",
      "\n",
      "2020-03-18,1.0833\n",
      "\n",
      "2020-03-19,1.0699\n",
      "\n",
      "2020-03-20,1.0682\n",
      "\n",
      "2020-03-23,1.076\n",
      "\n",
      "2020-03-24,1.0794\n",
      "\n",
      "2020-03-25,1.0835\n",
      "\n",
      "2020-03-26,1.1025\n",
      "\n",
      "2020-03-27,1.1059\n",
      "\n",
      "2020-03-30,1.1018\n",
      "\n",
      "2020-03-31,1.1016\n",
      "\n",
      "2020-04-01,1.0934\n",
      "\n",
      "2020-04-02,1.0862\n",
      "\n",
      "2020-04-03,1.0797\n",
      "\n"
     ]
    }
   ],
   "source": [
    "f = open(file_name)\n",
    "for line in f:\n",
    "    print(line)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:29:53.772836500Z",
     "start_time": "2023-10-31T11:29:53.749817100Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [],
   "source": [
    "for line in f:\n",
    "    print(line)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:30:16.395763100Z",
     "start_time": "2023-10-31T11:30:16.380723500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DATE,DEXUSEU\n",
      "\n",
      "2015-04-03,1.0990\n",
      "\n",
      "2015-04-06,1.1008\n",
      "\n",
      "2015-04-07,1.0850\n",
      "\n"
     ]
    }
   ],
   "source": [
    "f = open(file_name)\n",
    "print(next(f))\n",
    "print(next(f))\n",
    "print(next(f))\n",
    "print(next(f))\n",
    "f.close()\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:31:11.840504700Z",
     "start_time": "2023-10-31T11:31:11.782467400Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "False\n",
      "True\n"
     ]
    }
   ],
   "source": [
    "with open(file_name) as f:\n",
    "    print(f.closed)\n",
    "print(f.closed)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:32:34.379010400Z",
     "start_time": "2023-10-31T11:32:34.373004500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-04-03,1.0990\n",
      "\n",
      "2015-04-06,1.1008\n",
      "\n",
      "2015-04-07,1.0850\n",
      "\n",
      "2015-04-08,1.0818\n",
      "\n",
      "2015-04-09,1.0671\n",
      "\n",
      "2015-04-10,1.0598\n",
      "\n",
      "2015-04-13,1.0582\n",
      "\n",
      "2015-04-14,1.0672\n",
      "\n",
      "2015-04-15,1.0596\n",
      "\n",
      "2015-04-16,1.0742\n",
      "\n",
      "2015-04-17,1.0780\n",
      "\n",
      "2015-04-20,1.0763\n",
      "\n",
      "2015-04-21,1.0758\n",
      "\n",
      "2015-04-22,1.0729\n",
      "\n",
      "2015-04-23,1.0803\n",
      "\n",
      "2015-04-24,1.0876\n",
      "\n",
      "2015-04-27,1.0892\n",
      "\n",
      "2015-04-28,1.0979\n",
      "\n",
      "2015-04-29,1.1174\n",
      "\n",
      "2015-04-30,1.1162\n",
      "\n",
      "2015-05-01,1.1194\n",
      "\n",
      "2015-05-04,1.1145\n",
      "\n",
      "2015-05-05,1.1174\n",
      "\n",
      "2015-05-06,1.1345\n",
      "\n",
      "2015-05-07,1.1283\n",
      "\n",
      "2015-05-08,1.1241\n",
      "\n",
      "2015-05-11,1.1142\n",
      "\n",
      "2015-05-12,1.1240\n",
      "\n",
      "2015-05-13,1.1372\n",
      "\n",
      "2015-05-14,1.1368\n",
      "\n",
      "2015-05-15,1.1428\n",
      "\n",
      "2015-05-18,1.1354\n",
      "\n",
      "2015-05-19,1.1151\n",
      "\n",
      "2015-05-20,1.1079\n",
      "\n",
      "2015-05-21,1.1126\n",
      "\n",
      "2015-05-22,1.1033\n",
      "\n",
      "2015-05-25,.\n",
      "\n",
      "2015-05-26,1.0876\n",
      "\n",
      "2015-05-27,1.0888\n",
      "\n",
      "2015-05-28,1.0914\n",
      "\n",
      "2015-05-29,1.0994\n",
      "\n",
      "2015-06-01,1.0913\n",
      "\n",
      "2015-06-02,1.1130\n",
      "\n",
      "2015-06-03,1.1285\n",
      "\n",
      "2015-06-04,1.1271\n",
      "\n",
      "2015-06-05,1.1108\n",
      "\n",
      "2015-06-08,1.1232\n",
      "\n",
      "2015-06-09,1.1284\n",
      "\n",
      "2015-06-10,1.1307\n",
      "\n",
      "2015-06-11,1.1236\n",
      "\n",
      "2015-06-12,1.1278\n",
      "\n",
      "2015-06-15,1.1266\n",
      "\n",
      "2015-06-16,1.1238\n",
      "\n",
      "2015-06-17,1.1244\n",
      "\n",
      "2015-06-18,1.1404\n",
      "\n",
      "2015-06-19,1.1335\n",
      "\n",
      "2015-06-22,1.1378\n",
      "\n",
      "2015-06-23,1.1190\n",
      "\n",
      "2015-06-24,1.1178\n",
      "\n",
      "2015-06-25,1.1196\n",
      "\n",
      "2015-06-26,1.1156\n",
      "\n",
      "2015-06-29,1.1180\n",
      "\n",
      "2015-06-30,1.1154\n",
      "\n",
      "2015-07-01,1.1084\n",
      "\n",
      "2015-07-02,1.1090\n",
      "\n",
      "2015-07-03,.\n",
      "\n",
      "2015-07-06,1.1076\n",
      "\n",
      "2015-07-07,1.0952\n",
      "\n",
      "2015-07-08,1.1072\n",
      "\n",
      "2015-07-09,1.1025\n",
      "\n",
      "2015-07-10,1.1150\n",
      "\n",
      "2015-07-13,1.1020\n",
      "\n",
      "2015-07-14,1.1015\n",
      "\n",
      "2015-07-15,1.0965\n",
      "\n",
      "2015-07-16,1.0898\n",
      "\n",
      "2015-07-17,1.0848\n",
      "\n",
      "2015-07-20,1.0850\n",
      "\n",
      "2015-07-21,1.0927\n",
      "\n",
      "2015-07-22,1.0884\n",
      "\n",
      "2015-07-23,1.0976\n",
      "\n",
      "2015-07-24,1.0976\n",
      "\n",
      "2015-07-27,1.1112\n",
      "\n",
      "2015-07-28,1.1055\n",
      "\n",
      "2015-07-29,1.1026\n",
      "\n",
      "2015-07-30,1.0914\n",
      "\n",
      "2015-07-31,1.1028\n",
      "\n",
      "2015-08-03,1.0962\n",
      "\n",
      "2015-08-04,1.0953\n",
      "\n",
      "2015-08-05,1.0868\n",
      "\n",
      "2015-08-06,1.0922\n",
      "\n",
      "2015-08-07,1.0958\n",
      "\n",
      "2015-08-10,1.0994\n",
      "\n",
      "2015-08-11,1.1042\n",
      "\n",
      "2015-08-12,1.1198\n",
      "\n",
      "2015-08-13,1.1144\n",
      "\n",
      "2015-08-14,1.1110\n",
      "\n",
      "2015-08-17,1.1078\n",
      "\n",
      "2015-08-18,1.1028\n",
      "\n",
      "2015-08-19,1.1061\n",
      "\n",
      "2015-08-20,1.1200\n",
      "\n",
      "2015-08-21,1.1356\n",
      "\n",
      "2015-08-24,1.1580\n",
      "\n",
      "2015-08-25,1.1410\n",
      "\n",
      "2015-08-26,1.1390\n",
      "\n",
      "2015-08-27,1.1239\n",
      "\n",
      "2015-08-28,1.1172\n",
      "\n",
      "2015-08-31,1.1194\n",
      "\n",
      "2015-09-01,1.1263\n",
      "\n",
      "2015-09-02,1.1242\n",
      "\n",
      "2015-09-03,1.1104\n",
      "\n",
      "2015-09-04,1.1117\n",
      "\n",
      "2015-09-07,.\n",
      "\n",
      "2015-09-08,1.1182\n",
      "\n",
      "2015-09-09,1.1165\n",
      "\n",
      "2015-09-10,1.1262\n",
      "\n",
      "2015-09-11,1.1338\n",
      "\n",
      "2015-09-14,1.1307\n",
      "\n",
      "2015-09-15,1.1260\n",
      "\n",
      "2015-09-16,1.1304\n",
      "\n",
      "2015-09-17,1.1312\n",
      "\n",
      "2015-09-18,1.1358\n",
      "\n",
      "2015-09-21,1.1204\n",
      "\n",
      "2015-09-22,1.1133\n",
      "\n",
      "2015-09-23,1.1160\n",
      "\n",
      "2015-09-24,1.1252\n",
      "\n",
      "2015-09-25,1.1192\n",
      "\n",
      "2015-09-28,1.1236\n",
      "\n",
      "2015-09-29,1.1246\n",
      "\n",
      "2015-09-30,1.1162\n",
      "\n",
      "2015-10-01,1.1200\n",
      "\n",
      "2015-10-02,1.1276\n",
      "\n",
      "2015-10-05,1.1200\n",
      "\n",
      "2015-10-06,1.1266\n",
      "\n",
      "2015-10-07,1.1249\n",
      "\n",
      "2015-10-08,1.1282\n",
      "\n",
      "2015-10-09,1.1363\n",
      "\n",
      "2015-10-12,.\n",
      "\n",
      "2015-10-13,1.1382\n",
      "\n",
      "2015-10-14,1.1437\n",
      "\n",
      "2015-10-15,1.1418\n",
      "\n",
      "2015-10-16,1.1360\n",
      "\n",
      "2015-10-19,1.1320\n",
      "\n",
      "2015-10-20,1.1359\n",
      "\n",
      "2015-10-21,1.1345\n",
      "\n",
      "2015-10-22,1.1140\n",
      "\n",
      "2015-10-23,1.1016\n",
      "\n",
      "2015-10-26,1.1051\n",
      "\n",
      "2015-10-27,1.1052\n",
      "\n",
      "2015-10-28,1.1066\n",
      "\n",
      "2015-10-29,1.0963\n",
      "\n",
      "2015-10-30,1.1042\n",
      "\n",
      "2015-11-02,1.1026\n",
      "\n",
      "2015-11-03,1.0946\n",
      "\n",
      "2015-11-04,1.0861\n",
      "\n",
      "2015-11-05,1.0869\n",
      "\n",
      "2015-11-06,1.0746\n",
      "\n",
      "2015-11-09,1.0767\n",
      "\n",
      "2015-11-10,1.0686\n",
      "\n",
      "2015-11-11,.\n",
      "\n",
      "2015-11-12,1.0768\n",
      "\n",
      "2015-11-13,1.0722\n",
      "\n",
      "2015-11-16,1.0708\n",
      "\n",
      "2015-11-17,1.0634\n",
      "\n",
      "2015-11-18,1.0638\n",
      "\n",
      "2015-11-19,1.0746\n",
      "\n",
      "2015-11-20,1.0660\n",
      "\n",
      "2015-11-23,1.0602\n",
      "\n",
      "2015-11-24,1.0652\n",
      "\n",
      "2015-11-25,1.0616\n",
      "\n",
      "2015-11-26,.\n",
      "\n",
      "2015-11-27,1.0596\n",
      "\n",
      "2015-11-30,1.0562\n",
      "\n",
      "2015-12-01,1.0620\n",
      "\n",
      "2015-12-02,1.0573\n",
      "\n",
      "2015-12-03,1.0902\n",
      "\n",
      "2015-12-04,1.0884\n",
      "\n",
      "2015-12-07,1.0840\n",
      "\n",
      "2015-12-08,1.0876\n",
      "\n",
      "2015-12-09,1.0984\n",
      "\n",
      "2015-12-10,1.0948\n",
      "\n",
      "2015-12-11,1.1002\n",
      "\n",
      "2015-12-14,1.1025\n",
      "\n",
      "2015-12-15,1.0911\n",
      "\n",
      "2015-12-16,1.0937\n",
      "\n",
      "2015-12-17,1.0804\n",
      "\n",
      "2015-12-18,1.0847\n",
      "\n",
      "2015-12-21,1.0920\n",
      "\n",
      "2015-12-22,1.0978\n",
      "\n",
      "2015-12-23,1.0875\n",
      "\n",
      "2015-12-24,1.0955\n",
      "\n",
      "2015-12-25,.\n",
      "\n",
      "2015-12-28,1.0983\n",
      "\n",
      "2015-12-29,1.0916\n",
      "\n",
      "2015-12-30,1.0912\n",
      "\n",
      "2015-12-31,1.0859\n",
      "\n",
      "2016-01-01,.\n",
      "\n",
      "2016-01-04,1.0803\n",
      "\n",
      "2016-01-05,1.0743\n",
      "\n",
      "2016-01-06,1.0762\n",
      "\n",
      "2016-01-07,1.0860\n",
      "\n",
      "2016-01-08,1.0885\n",
      "\n",
      "2016-01-11,1.0878\n",
      "\n",
      "2016-01-12,1.0837\n",
      "\n",
      "2016-01-13,1.0862\n",
      "\n",
      "2016-01-14,1.0862\n",
      "\n",
      "2016-01-15,1.0964\n",
      "\n",
      "2016-01-18,.\n",
      "\n",
      "2016-01-19,1.0906\n",
      "\n",
      "2016-01-20,1.0908\n",
      "\n",
      "2016-01-21,1.0833\n",
      "\n",
      "2016-01-22,1.0814\n",
      "\n",
      "2016-01-25,1.0832\n",
      "\n",
      "2016-01-26,1.0846\n",
      "\n",
      "2016-01-27,1.0867\n",
      "\n",
      "2016-01-28,1.0952\n",
      "\n",
      "2016-01-29,1.0832\n",
      "\n",
      "2016-02-01,1.0888\n",
      "\n",
      "2016-02-02,1.0908\n",
      "\n",
      "2016-02-03,1.1051\n",
      "\n",
      "2016-02-04,1.1199\n",
      "\n",
      "2016-02-05,1.1131\n",
      "\n",
      "2016-02-08,1.1170\n",
      "\n",
      "2016-02-09,1.1300\n",
      "\n",
      "2016-02-10,1.1222\n",
      "\n",
      "2016-02-11,1.1362\n",
      "\n",
      "2016-02-12,1.1235\n",
      "\n",
      "2016-02-15,.\n",
      "\n",
      "2016-02-16,1.1140\n",
      "\n",
      "2016-02-17,1.1140\n",
      "\n",
      "2016-02-18,1.1092\n",
      "\n",
      "2016-02-19,1.1127\n",
      "\n",
      "2016-02-22,1.1018\n",
      "\n",
      "2016-02-23,1.1016\n",
      "\n",
      "2016-02-24,1.1021\n",
      "\n",
      "2016-02-25,1.1026\n",
      "\n",
      "2016-02-26,1.0932\n",
      "\n",
      "2016-02-29,1.0868\n",
      "\n",
      "2016-03-01,1.0847\n",
      "\n",
      "2016-03-02,1.0845\n",
      "\n",
      "2016-03-03,1.0948\n",
      "\n",
      "2016-03-04,1.1010\n",
      "\n",
      "2016-03-07,1.1004\n",
      "\n",
      "2016-03-08,1.1028\n",
      "\n",
      "2016-03-09,1.1022\n",
      "\n",
      "2016-03-10,1.1162\n",
      "\n",
      "2016-03-11,1.1180\n",
      "\n",
      "2016-03-14,1.1107\n",
      "\n",
      "2016-03-15,1.1112\n",
      "\n",
      "2016-03-16,1.1075\n",
      "\n",
      "2016-03-17,1.1316\n",
      "\n",
      "2016-03-18,1.1292\n",
      "\n",
      "2016-03-21,1.1260\n",
      "\n",
      "2016-03-22,1.1228\n",
      "\n",
      "2016-03-23,1.1174\n",
      "\n",
      "2016-03-24,1.1163\n",
      "\n",
      "2016-03-25,1.1164\n",
      "\n",
      "2016-03-28,1.1210\n",
      "\n",
      "2016-03-29,1.1204\n",
      "\n",
      "2016-03-30,1.1330\n",
      "\n",
      "2016-03-31,1.1390\n",
      "\n",
      "2016-04-01,1.1385\n",
      "\n",
      "2016-04-04,1.1386\n",
      "\n",
      "2016-04-05,1.1374\n",
      "\n",
      "2016-04-06,1.1430\n",
      "\n",
      "2016-04-07,1.1386\n",
      "\n",
      "2016-04-08,1.1406\n",
      "\n",
      "2016-04-11,1.1412\n",
      "\n",
      "2016-04-12,1.1395\n",
      "\n",
      "2016-04-13,1.1281\n",
      "\n",
      "2016-04-14,1.1262\n",
      "\n",
      "2016-04-15,1.1295\n",
      "\n",
      "2016-04-18,1.1322\n",
      "\n",
      "2016-04-19,1.1375\n",
      "\n",
      "2016-04-20,1.1330\n",
      "\n",
      "2016-04-21,1.1301\n",
      "\n",
      "2016-04-22,1.1239\n",
      "\n",
      "2016-04-25,1.1274\n",
      "\n",
      "2016-04-26,1.1318\n",
      "\n",
      "2016-04-27,1.1322\n",
      "\n",
      "2016-04-28,1.1325\n",
      "\n",
      "2016-04-29,1.1441\n",
      "\n",
      "2016-05-02,1.1516\n",
      "\n",
      "2016-05-03,1.1508\n",
      "\n",
      "2016-05-04,1.1486\n",
      "\n",
      "2016-05-05,1.1404\n",
      "\n",
      "2016-05-06,1.1421\n",
      "\n",
      "2016-05-09,1.1402\n",
      "\n",
      "2016-05-10,1.1386\n",
      "\n",
      "2016-05-11,1.1444\n",
      "\n",
      "2016-05-12,1.1380\n",
      "\n",
      "2016-05-13,1.1294\n",
      "\n",
      "2016-05-16,1.1328\n",
      "\n",
      "2016-05-17,1.1337\n",
      "\n",
      "2016-05-18,1.1276\n",
      "\n",
      "2016-05-19,1.1214\n",
      "\n",
      "2016-05-20,1.1207\n",
      "\n",
      "2016-05-23,1.1192\n",
      "\n",
      "2016-05-24,1.1145\n",
      "\n",
      "2016-05-25,1.1154\n",
      "\n",
      "2016-05-26,1.1184\n",
      "\n",
      "2016-05-27,1.1140\n",
      "\n",
      "2016-05-30,.\n",
      "\n",
      "2016-05-31,1.1135\n",
      "\n",
      "2016-06-01,1.1165\n",
      "\n",
      "2016-06-02,1.1157\n",
      "\n",
      "2016-06-03,1.1330\n",
      "\n",
      "2016-06-06,1.1354\n",
      "\n",
      "2016-06-07,1.1350\n",
      "\n",
      "2016-06-08,1.1400\n",
      "\n",
      "2016-06-09,1.1329\n",
      "\n",
      "2016-06-10,1.1281\n",
      "\n",
      "2016-06-13,1.1282\n",
      "\n",
      "2016-06-14,1.1206\n",
      "\n",
      "2016-06-15,1.1239\n",
      "\n",
      "2016-06-16,1.1158\n",
      "\n",
      "2016-06-17,1.1256\n",
      "\n",
      "2016-06-20,1.1318\n",
      "\n",
      "2016-06-21,1.1262\n",
      "\n",
      "2016-06-22,1.1286\n",
      "\n",
      "2016-06-23,1.1373\n",
      "\n",
      "2016-06-24,1.1126\n",
      "\n",
      "2016-06-27,1.1024\n",
      "\n",
      "2016-06-28,1.1054\n",
      "\n",
      "2016-06-29,1.1117\n",
      "\n",
      "2016-06-30,1.1032\n",
      "\n",
      "2016-07-01,1.1145\n",
      "\n",
      "2016-07-04,.\n",
      "\n",
      "2016-07-05,1.1080\n",
      "\n",
      "2016-07-06,1.1077\n",
      "\n",
      "2016-07-07,1.1065\n",
      "\n",
      "2016-07-08,1.1038\n",
      "\n",
      "2016-07-11,1.1045\n",
      "\n",
      "2016-07-12,1.1074\n",
      "\n",
      "2016-07-13,1.1112\n",
      "\n",
      "2016-07-14,1.1109\n",
      "\n",
      "2016-07-15,1.1059\n",
      "\n",
      "2016-07-18,1.1076\n",
      "\n",
      "2016-07-19,1.1014\n",
      "\n",
      "2016-07-20,1.1007\n",
      "\n",
      "2016-07-21,1.1016\n",
      "\n",
      "2016-07-22,1.0968\n",
      "\n",
      "2016-07-25,1.0980\n",
      "\n",
      "2016-07-26,1.0984\n",
      "\n",
      "2016-07-27,1.0988\n",
      "\n",
      "2016-07-28,1.1094\n",
      "\n",
      "2016-07-29,1.1168\n",
      "\n",
      "2016-08-01,1.1176\n",
      "\n",
      "2016-08-02,1.1225\n",
      "\n",
      "2016-08-03,1.1170\n",
      "\n",
      "2016-08-04,1.1134\n",
      "\n",
      "2016-08-05,1.1080\n",
      "\n",
      "2016-08-08,1.1078\n",
      "\n",
      "2016-08-09,1.1110\n",
      "\n",
      "2016-08-10,1.1171\n",
      "\n",
      "2016-08-11,1.1168\n",
      "\n",
      "2016-08-12,1.1172\n",
      "\n",
      "2016-08-15,1.1199\n",
      "\n",
      "2016-08-16,1.1277\n",
      "\n",
      "2016-08-17,1.1263\n",
      "\n",
      "2016-08-18,1.1334\n",
      "\n",
      "2016-08-19,1.1326\n",
      "\n",
      "2016-08-22,1.1314\n",
      "\n",
      "2016-08-23,1.1308\n",
      "\n",
      "2016-08-24,1.1256\n",
      "\n",
      "2016-08-25,1.1274\n",
      "\n",
      "2016-08-26,1.1237\n",
      "\n",
      "2016-08-29,1.1182\n",
      "\n",
      "2016-08-30,1.1150\n",
      "\n",
      "2016-08-31,1.1146\n",
      "\n",
      "2016-09-01,1.1194\n",
      "\n",
      "2016-09-02,1.1158\n",
      "\n",
      "2016-09-05,.\n",
      "\n",
      "2016-09-06,1.1237\n",
      "\n",
      "2016-09-07,1.1238\n",
      "\n",
      "2016-09-08,1.1256\n",
      "\n",
      "2016-09-09,1.1214\n",
      "\n",
      "2016-09-12,1.1230\n",
      "\n",
      "2016-09-13,1.1242\n",
      "\n",
      "2016-09-14,1.1271\n",
      "\n",
      "2016-09-15,1.1246\n",
      "\n",
      "2016-09-16,1.1160\n",
      "\n",
      "2016-09-19,1.1179\n",
      "\n",
      "2016-09-20,1.1172\n",
      "\n",
      "2016-09-21,1.1165\n",
      "\n",
      "2016-09-22,1.1229\n",
      "\n",
      "2016-09-23,1.1223\n",
      "\n",
      "2016-09-26,1.1270\n",
      "\n",
      "2016-09-27,1.1208\n",
      "\n",
      "2016-09-28,1.1200\n",
      "\n",
      "2016-09-29,1.1244\n",
      "\n",
      "2016-09-30,1.1238\n",
      "\n",
      "2016-10-03,1.1210\n",
      "\n",
      "2016-10-04,1.1212\n",
      "\n",
      "2016-10-05,1.1196\n",
      "\n",
      "2016-10-06,1.1158\n",
      "\n",
      "2016-10-07,1.1156\n",
      "\n",
      "2016-10-10,.\n",
      "\n",
      "2016-10-11,1.1062\n",
      "\n",
      "2016-10-12,1.1014\n",
      "\n",
      "2016-10-13,1.1038\n",
      "\n",
      "2016-10-14,1.0985\n",
      "\n",
      "2016-10-17,1.1000\n",
      "\n",
      "2016-10-18,1.0997\n",
      "\n",
      "2016-10-19,1.0966\n",
      "\n",
      "2016-10-20,1.0934\n",
      "\n",
      "2016-10-21,1.0866\n",
      "\n",
      "2016-10-24,1.0888\n",
      "\n",
      "2016-10-25,1.0890\n",
      "\n",
      "2016-10-26,1.0916\n",
      "\n",
      "2016-10-27,1.0904\n",
      "\n",
      "2016-10-28,1.0934\n",
      "\n",
      "2016-10-31,1.0962\n",
      "\n",
      "2016-11-01,1.1042\n",
      "\n",
      "2016-11-02,1.1119\n",
      "\n",
      "2016-11-03,1.1094\n",
      "\n",
      "2016-11-04,1.1121\n",
      "\n",
      "2016-11-07,1.1038\n",
      "\n",
      "2016-11-08,1.1034\n",
      "\n",
      "2016-11-09,1.0952\n",
      "\n",
      "2016-11-10,1.0882\n",
      "\n",
      "2016-11-11,.\n",
      "\n",
      "2016-11-14,1.0723\n",
      "\n",
      "2016-11-15,1.0726\n",
      "\n",
      "2016-11-16,1.0699\n",
      "\n",
      "2016-11-17,1.0656\n",
      "\n",
      "2016-11-18,1.0600\n",
      "\n",
      "2016-11-21,1.0597\n",
      "\n",
      "2016-11-22,1.0618\n",
      "\n",
      "2016-11-23,1.0560\n",
      "\n",
      "2016-11-24,.\n",
      "\n",
      "2016-11-25,1.0595\n",
      "\n",
      "2016-11-28,1.0576\n",
      "\n",
      "2016-11-29,1.0626\n",
      "\n",
      "2016-11-30,1.0578\n",
      "\n",
      "2016-12-01,1.0634\n",
      "\n",
      "2016-12-02,1.0666\n",
      "\n",
      "2016-12-05,1.0723\n",
      "\n",
      "2016-12-06,1.0717\n",
      "\n",
      "2016-12-07,1.0758\n",
      "\n",
      "2016-12-08,1.0625\n",
      "\n",
      "2016-12-09,1.0541\n",
      "\n",
      "2016-12-12,1.0606\n",
      "\n",
      "2016-12-13,1.0635\n",
      "\n",
      "2016-12-14,1.0656\n",
      "\n",
      "2016-12-15,1.0375\n",
      "\n",
      "2016-12-16,1.0456\n",
      "\n",
      "2016-12-19,1.0444\n",
      "\n",
      "2016-12-20,1.0390\n",
      "\n",
      "2016-12-21,1.0425\n",
      "\n",
      "2016-12-22,1.0452\n",
      "\n",
      "2016-12-23,1.0449\n",
      "\n",
      "2016-12-26,.\n",
      "\n",
      "2016-12-27,1.0458\n",
      "\n",
      "2016-12-28,1.0389\n",
      "\n",
      "2016-12-29,1.0486\n",
      "\n",
      "2016-12-30,1.0552\n",
      "\n",
      "2017-01-02,.\n",
      "\n",
      "2017-01-03,1.0416\n",
      "\n",
      "2017-01-04,1.0476\n",
      "\n",
      "2017-01-05,1.0598\n",
      "\n",
      "2017-01-06,1.0560\n",
      "\n",
      "2017-01-09,1.0576\n",
      "\n",
      "2017-01-10,1.0572\n",
      "\n",
      "2017-01-11,1.0501\n",
      "\n",
      "2017-01-12,1.0666\n",
      "\n",
      "2017-01-13,1.0625\n",
      "\n",
      "2017-01-16,.\n",
      "\n",
      "2017-01-17,1.0695\n",
      "\n",
      "2017-01-18,1.0682\n",
      "\n",
      "2017-01-19,1.0630\n",
      "\n",
      "2017-01-20,.\n",
      "\n",
      "2017-01-23,1.0740\n",
      "\n",
      "2017-01-24,1.0749\n",
      "\n",
      "2017-01-25,1.0743\n",
      "\n",
      "2017-01-26,1.0670\n",
      "\n",
      "2017-01-27,1.0690\n",
      "\n",
      "2017-01-30,1.0681\n",
      "\n",
      "2017-01-31,1.0794\n",
      "\n",
      "2017-02-01,1.0758\n",
      "\n",
      "2017-02-02,1.0802\n",
      "\n",
      "2017-02-03,1.0792\n",
      "\n",
      "2017-02-06,1.0731\n",
      "\n",
      "2017-02-07,1.0690\n",
      "\n",
      "2017-02-08,1.0708\n",
      "\n",
      "2017-02-09,1.0658\n",
      "\n",
      "2017-02-10,1.0650\n",
      "\n",
      "2017-02-13,1.0603\n",
      "\n",
      "2017-02-14,1.0577\n",
      "\n",
      "2017-02-15,1.0597\n",
      "\n",
      "2017-02-16,1.0660\n",
      "\n",
      "2017-02-17,1.0614\n",
      "\n",
      "2017-02-20,.\n",
      "\n",
      "2017-02-21,1.0551\n",
      "\n",
      "2017-02-22,1.0555\n",
      "\n",
      "2017-02-23,1.0586\n",
      "\n",
      "2017-02-24,1.0580\n",
      "\n",
      "2017-02-27,1.0624\n",
      "\n",
      "2017-02-28,1.0618\n",
      "\n",
      "2017-03-01,1.0564\n",
      "\n",
      "2017-03-02,1.0514\n",
      "\n",
      "2017-03-03,1.0552\n",
      "\n",
      "2017-03-06,1.0586\n",
      "\n",
      "2017-03-07,1.0582\n",
      "\n",
      "2017-03-08,1.0547\n",
      "\n",
      "2017-03-09,1.0586\n",
      "\n",
      "2017-03-10,1.0667\n",
      "\n",
      "2017-03-13,1.0670\n",
      "\n",
      "2017-03-14,1.0645\n",
      "\n",
      "2017-03-15,1.0630\n",
      "\n",
      "2017-03-16,1.0738\n",
      "\n",
      "2017-03-17,1.0742\n",
      "\n",
      "2017-03-20,1.0754\n",
      "\n",
      "2017-03-21,1.0810\n",
      "\n",
      "2017-03-22,1.0800\n",
      "\n",
      "2017-03-23,1.0787\n",
      "\n",
      "2017-03-24,1.0806\n",
      "\n",
      "2017-03-27,1.0882\n",
      "\n",
      "2017-03-28,1.0852\n",
      "\n",
      "2017-03-29,1.0756\n",
      "\n",
      "2017-03-30,1.0726\n",
      "\n",
      "2017-03-31,1.0698\n",
      "\n",
      "2017-04-03,1.0655\n",
      "\n",
      "2017-04-04,1.0664\n",
      "\n",
      "2017-04-05,1.0661\n",
      "\n",
      "2017-04-06,1.0651\n",
      "\n",
      "2017-04-07,1.0616\n",
      "\n",
      "2017-04-10,1.0606\n",
      "\n",
      "2017-04-11,1.0614\n",
      "\n",
      "2017-04-12,1.0611\n",
      "\n",
      "2017-04-13,1.0630\n",
      "\n",
      "2017-04-14,1.0625\n",
      "\n",
      "2017-04-17,1.0660\n",
      "\n",
      "2017-04-18,1.0706\n",
      "\n",
      "2017-04-19,1.0707\n",
      "\n",
      "2017-04-20,1.0758\n",
      "\n",
      "2017-04-21,1.0694\n",
      "\n",
      "2017-04-24,1.0846\n",
      "\n",
      "2017-04-25,1.0941\n",
      "\n",
      "2017-04-26,1.0872\n",
      "\n",
      "2017-04-27,1.0864\n",
      "\n",
      "2017-04-28,1.0895\n",
      "\n",
      "2017-05-01,1.0912\n",
      "\n",
      "2017-05-02,1.0910\n",
      "\n",
      "2017-05-03,1.0920\n",
      "\n",
      "2017-05-04,1.0967\n",
      "\n",
      "2017-05-05,1.0996\n",
      "\n",
      "2017-05-08,1.0928\n",
      "\n",
      "2017-05-09,1.0875\n",
      "\n",
      "2017-05-10,1.0873\n",
      "\n",
      "2017-05-11,1.0869\n",
      "\n",
      "2017-05-12,1.0926\n",
      "\n",
      "2017-05-15,1.0979\n",
      "\n",
      "2017-05-16,1.1072\n",
      "\n",
      "2017-05-17,1.1134\n",
      "\n",
      "2017-05-18,1.1130\n",
      "\n",
      "2017-05-19,1.1190\n",
      "\n",
      "2017-05-22,1.1236\n",
      "\n",
      "2017-05-23,1.1198\n",
      "\n",
      "2017-05-24,1.1175\n",
      "\n",
      "2017-05-25,1.1218\n",
      "\n",
      "2017-05-26,1.1170\n",
      "\n",
      "2017-05-29,.\n",
      "\n",
      "2017-05-30,1.1183\n",
      "\n",
      "2017-05-31,1.1236\n",
      "\n",
      "2017-06-01,1.1214\n",
      "\n",
      "2017-06-02,1.1270\n",
      "\n",
      "2017-06-05,1.1250\n",
      "\n",
      "2017-06-06,1.1266\n",
      "\n",
      "2017-06-07,1.1236\n",
      "\n",
      "2017-06-08,1.1217\n",
      "\n",
      "2017-06-09,1.1190\n",
      "\n",
      "2017-06-12,1.1204\n",
      "\n",
      "2017-06-13,1.1194\n",
      "\n",
      "2017-06-14,1.1277\n",
      "\n",
      "2017-06-15,1.1152\n",
      "\n",
      "2017-06-16,1.1194\n",
      "\n",
      "2017-06-19,1.1160\n",
      "\n",
      "2017-06-20,1.1124\n",
      "\n",
      "2017-06-21,1.1143\n",
      "\n",
      "2017-06-22,1.1148\n",
      "\n",
      "2017-06-23,1.1196\n",
      "\n",
      "2017-06-26,1.1196\n",
      "\n",
      "2017-06-27,1.1300\n",
      "\n",
      "2017-06-28,1.1364\n",
      "\n",
      "2017-06-29,1.1420\n",
      "\n",
      "2017-06-30,1.1411\n",
      "\n",
      "2017-07-03,1.1367\n",
      "\n",
      "2017-07-04,.\n",
      "\n",
      "2017-07-05,1.1336\n",
      "\n",
      "2017-07-06,1.1409\n",
      "\n",
      "2017-07-07,1.1396\n",
      "\n",
      "2017-07-10,1.1396\n",
      "\n",
      "2017-07-11,1.1430\n",
      "\n",
      "2017-07-12,1.1411\n",
      "\n",
      "2017-07-13,1.1385\n",
      "\n",
      "2017-07-14,1.1452\n",
      "\n",
      "2017-07-17,1.1470\n",
      "\n",
      "2017-07-18,1.1578\n",
      "\n",
      "2017-07-19,1.1518\n",
      "\n",
      "2017-07-20,1.1634\n",
      "\n",
      "2017-07-21,1.1655\n",
      "\n",
      "2017-07-24,1.1642\n",
      "\n",
      "2017-07-25,1.1656\n",
      "\n",
      "2017-07-26,1.1632\n",
      "\n",
      "2017-07-27,1.1656\n",
      "\n",
      "2017-07-28,1.1754\n",
      "\n",
      "2017-07-31,1.1826\n",
      "\n",
      "2017-08-01,1.1799\n",
      "\n",
      "2017-08-02,1.1861\n",
      "\n",
      "2017-08-03,1.1880\n",
      "\n",
      "2017-08-04,1.1754\n",
      "\n",
      "2017-08-07,1.1788\n",
      "\n",
      "2017-08-08,1.1724\n",
      "\n",
      "2017-08-09,1.1748\n",
      "\n",
      "2017-08-10,1.1751\n",
      "\n",
      "2017-08-11,1.1811\n",
      "\n",
      "2017-08-14,1.1786\n",
      "\n",
      "2017-08-15,1.1736\n",
      "\n",
      "2017-08-16,1.1703\n",
      "\n",
      "2017-08-17,1.1736\n",
      "\n",
      "2017-08-18,1.1748\n",
      "\n",
      "2017-08-21,1.1814\n",
      "\n",
      "2017-08-22,1.1762\n",
      "\n",
      "2017-08-23,1.1802\n",
      "\n",
      "2017-08-24,1.1801\n",
      "\n",
      "2017-08-25,1.1874\n",
      "\n",
      "2017-08-28,1.1973\n",
      "\n",
      "2017-08-29,1.2025\n",
      "\n",
      "2017-08-30,1.1927\n",
      "\n",
      "2017-08-31,1.1894\n",
      "\n",
      "2017-09-01,1.1878\n",
      "\n",
      "2017-09-04,.\n",
      "\n",
      "2017-09-05,1.1911\n",
      "\n",
      "2017-09-06,1.1943\n",
      "\n",
      "2017-09-07,1.2028\n",
      "\n",
      "2017-09-08,1.2041\n",
      "\n",
      "2017-09-11,1.1964\n",
      "\n",
      "2017-09-12,1.1968\n",
      "\n",
      "2017-09-13,1.1898\n",
      "\n",
      "2017-09-14,1.1886\n",
      "\n",
      "2017-09-15,1.1959\n",
      "\n",
      "2017-09-18,1.1938\n",
      "\n",
      "2017-09-19,1.1980\n",
      "\n",
      "2017-09-20,1.1998\n",
      "\n",
      "2017-09-21,1.1946\n",
      "\n",
      "2017-09-22,1.1969\n",
      "\n",
      "2017-09-25,1.1852\n",
      "\n",
      "2017-09-26,1.1772\n",
      "\n",
      "2017-09-27,1.1747\n",
      "\n",
      "2017-09-28,1.1776\n",
      "\n",
      "2017-09-29,1.1813\n",
      "\n",
      "2017-10-02,1.1745\n",
      "\n",
      "2017-10-03,1.1759\n",
      "\n",
      "2017-10-04,1.1760\n",
      "\n",
      "2017-10-05,1.1706\n",
      "\n",
      "2017-10-06,1.1732\n",
      "\n",
      "2017-10-09,.\n",
      "\n",
      "2017-10-10,1.1804\n",
      "\n",
      "2017-10-11,1.1847\n",
      "\n",
      "2017-10-12,1.1840\n",
      "\n",
      "2017-10-13,1.1837\n",
      "\n",
      "2017-10-16,1.1810\n",
      "\n",
      "2017-10-17,1.1754\n",
      "\n",
      "2017-10-18,1.1775\n",
      "\n",
      "2017-10-19,1.1842\n",
      "\n",
      "2017-10-20,1.1770\n",
      "\n",
      "2017-10-23,1.1762\n",
      "\n",
      "2017-10-24,1.1766\n",
      "\n",
      "2017-10-25,1.1802\n",
      "\n",
      "2017-10-26,1.1700\n",
      "\n",
      "2017-10-27,1.1580\n",
      "\n",
      "2017-10-30,1.1626\n",
      "\n",
      "2017-10-31,1.1648\n",
      "\n",
      "2017-11-01,1.1618\n",
      "\n",
      "2017-11-02,1.1672\n",
      "\n",
      "2017-11-03,1.1616\n",
      "\n",
      "2017-11-06,1.1600\n",
      "\n",
      "2017-11-07,1.1577\n",
      "\n",
      "2017-11-08,1.1591\n",
      "\n",
      "2017-11-09,1.1648\n",
      "\n",
      "2017-11-10,.\n",
      "\n",
      "2017-11-13,1.1656\n",
      "\n",
      "2017-11-14,1.1764\n",
      "\n",
      "2017-11-15,1.1794\n",
      "\n",
      "2017-11-16,1.1772\n",
      "\n",
      "2017-11-17,1.1799\n",
      "\n",
      "2017-11-20,1.1741\n",
      "\n",
      "2017-11-21,1.1741\n",
      "\n",
      "2017-11-22,1.1789\n",
      "\n",
      "2017-11-23,.\n",
      "\n",
      "2017-11-24,1.1936\n",
      "\n",
      "2017-11-27,1.1911\n",
      "\n",
      "2017-11-28,1.1878\n",
      "\n",
      "2017-11-29,1.1858\n",
      "\n",
      "2017-11-30,1.1898\n",
      "\n",
      "2017-12-01,1.1910\n",
      "\n",
      "2017-12-04,1.1848\n",
      "\n",
      "2017-12-05,1.1820\n",
      "\n",
      "2017-12-06,1.1788\n",
      "\n",
      "2017-12-07,1.1790\n",
      "\n",
      "2017-12-08,1.1761\n",
      "\n",
      "2017-12-11,1.1802\n",
      "\n",
      "2017-12-12,1.1725\n",
      "\n",
      "2017-12-13,1.1762\n",
      "\n",
      "2017-12-14,1.1778\n",
      "\n",
      "2017-12-15,1.1778\n",
      "\n",
      "2017-12-18,1.1804\n",
      "\n",
      "2017-12-19,1.1822\n",
      "\n",
      "2017-12-20,1.1881\n",
      "\n",
      "2017-12-21,1.1872\n",
      "\n",
      "2017-12-22,1.1839\n",
      "\n",
      "2017-12-25,.\n",
      "\n",
      "2017-12-26,1.1867\n",
      "\n",
      "2017-12-27,1.1902\n",
      "\n",
      "2017-12-28,1.1952\n",
      "\n",
      "2017-12-29,1.2022\n",
      "\n",
      "2018-01-01,.\n",
      "\n",
      "2018-01-02,1.2050\n",
      "\n",
      "2018-01-03,1.2030\n",
      "\n",
      "2018-01-04,1.2064\n",
      "\n",
      "2018-01-05,1.2039\n",
      "\n",
      "2018-01-08,1.1973\n",
      "\n",
      "2018-01-09,1.1922\n",
      "\n",
      "2018-01-10,1.1958\n",
      "\n",
      "2018-01-11,1.2035\n",
      "\n",
      "2018-01-12,1.2130\n",
      "\n",
      "2018-01-15,.\n",
      "\n",
      "2018-01-16,1.2244\n",
      "\n",
      "2018-01-17,1.2229\n",
      "\n",
      "2018-01-18,1.2238\n",
      "\n",
      "2018-01-19,1.2238\n",
      "\n",
      "2018-01-22,1.2230\n",
      "\n",
      "2018-01-23,1.2277\n",
      "\n",
      "2018-01-24,1.2390\n",
      "\n",
      "2018-01-25,1.2488\n",
      "\n",
      "2018-01-26,1.2422\n",
      "\n",
      "2018-01-29,1.2352\n",
      "\n",
      "2018-01-30,1.2390\n",
      "\n",
      "2018-01-31,1.2428\n",
      "\n",
      "2018-02-01,1.2482\n",
      "\n",
      "2018-02-02,1.2446\n",
      "\n",
      "2018-02-05,1.2418\n",
      "\n",
      "2018-02-06,1.2381\n",
      "\n",
      "2018-02-07,1.2281\n",
      "\n",
      "2018-02-08,1.2238\n",
      "\n",
      "2018-02-09,1.2226\n",
      "\n",
      "2018-02-12,1.2267\n",
      "\n",
      "2018-02-13,1.2363\n",
      "\n",
      "2018-02-14,1.2396\n",
      "\n",
      "2018-02-15,1.2482\n",
      "\n",
      "2018-02-16,1.2442\n",
      "\n",
      "2018-02-19,.\n",
      "\n",
      "2018-02-20,1.2348\n",
      "\n",
      "2018-02-21,1.2314\n",
      "\n",
      "2018-02-22,1.2326\n",
      "\n",
      "2018-02-23,1.2298\n",
      "\n",
      "2018-02-26,1.2296\n",
      "\n",
      "2018-02-27,1.2239\n",
      "\n",
      "2018-02-28,1.2211\n",
      "\n",
      "2018-03-01,1.2216\n",
      "\n",
      "2018-03-02,1.2314\n",
      "\n",
      "2018-03-05,1.233\n",
      "\n",
      "2018-03-06,1.2415\n",
      "\n",
      "2018-03-07,1.2397\n",
      "\n",
      "2018-03-08,1.2314\n",
      "\n",
      "2018-03-09,1.2326\n",
      "\n",
      "2018-03-12,1.2318\n",
      "\n",
      "2018-03-13,1.2398\n",
      "\n",
      "2018-03-14,1.2362\n",
      "\n",
      "2018-03-15,1.2321\n",
      "\n",
      "2018-03-16,1.228\n",
      "\n",
      "2018-03-19,1.2329\n",
      "\n",
      "2018-03-20,1.2271\n",
      "\n",
      "2018-03-21,1.2268\n",
      "\n",
      "2018-03-22,1.231\n",
      "\n",
      "2018-03-23,1.236\n",
      "\n",
      "2018-03-26,1.244\n",
      "\n",
      "2018-03-27,1.241\n",
      "\n",
      "2018-03-28,1.2351\n",
      "\n",
      "2018-03-29,1.2297\n",
      "\n",
      "2018-03-30,1.232\n",
      "\n",
      "2018-04-02,1.2288\n",
      "\n",
      "2018-04-03,1.2261\n",
      "\n",
      "2018-04-04,1.2292\n",
      "\n",
      "2018-04-05,1.223\n",
      "\n",
      "2018-04-06,1.2274\n",
      "\n",
      "2018-04-09,1.232\n",
      "\n",
      "2018-04-10,1.2338\n",
      "\n",
      "2018-04-11,1.2384\n",
      "\n",
      "2018-04-12,1.232\n",
      "\n",
      "2018-04-13,1.2322\n",
      "\n",
      "2018-04-16,1.2373\n",
      "\n",
      "2018-04-17,1.2345\n",
      "\n",
      "2018-04-18,1.238\n",
      "\n",
      "2018-04-19,1.2336\n",
      "\n",
      "2018-04-20,1.2282\n",
      "\n",
      "2018-04-23,1.2216\n",
      "\n",
      "2018-04-24,1.2226\n",
      "\n",
      "2018-04-25,1.2178\n",
      "\n",
      "2018-04-26,1.2113\n",
      "\n",
      "2018-04-27,1.2108\n",
      "\n",
      "2018-04-30,1.2074\n",
      "\n",
      "2018-05-01,1.2\n",
      "\n",
      "2018-05-02,1.1968\n",
      "\n",
      "2018-05-03,1.197\n",
      "\n",
      "2018-05-04,1.1946\n",
      "\n",
      "2018-05-07,1.1927\n",
      "\n",
      "2018-05-08,1.1863\n",
      "\n",
      "2018-05-09,1.1852\n",
      "\n",
      "2018-05-10,1.1896\n",
      "\n",
      "2018-05-11,1.1951\n",
      "\n",
      "2018-05-14,1.1976\n",
      "\n",
      "2018-05-15,1.1864\n",
      "\n",
      "2018-05-16,1.1788\n",
      "\n",
      "2018-05-17,1.1798\n",
      "\n",
      "2018-05-18,1.1775\n",
      "\n",
      "2018-05-21,1.1768\n",
      "\n",
      "2018-05-22,1.1783\n",
      "\n",
      "2018-05-23,1.1693\n",
      "\n",
      "2018-05-24,1.1729\n",
      "\n",
      "2018-05-25,1.1666\n",
      "\n",
      "2018-05-28,.\n",
      "\n",
      "2018-05-29,1.1551\n",
      "\n",
      "2018-05-30,1.1664\n",
      "\n",
      "2018-05-31,1.167\n",
      "\n",
      "2018-06-01,1.1679\n",
      "\n",
      "2018-06-04,1.1696\n",
      "\n",
      "2018-06-05,1.1672\n",
      "\n",
      "2018-06-06,1.1778\n",
      "\n",
      "2018-06-07,1.1815\n",
      "\n",
      "2018-06-08,1.1773\n",
      "\n",
      "2018-06-11,1.1802\n",
      "\n",
      "2018-06-12,1.1792\n",
      "\n",
      "2018-06-13,1.1784\n",
      "\n",
      "2018-06-14,1.1634\n",
      "\n",
      "2018-06-15,1.1616\n",
      "\n",
      "2018-06-18,1.1606\n",
      "\n",
      "2018-06-19,1.1577\n",
      "\n",
      "2018-06-20,1.1592\n",
      "\n",
      "2018-06-21,1.16\n",
      "\n",
      "2018-06-22,1.163\n",
      "\n",
      "2018-06-25,1.1694\n",
      "\n",
      "2018-06-26,1.1675\n",
      "\n",
      "2018-06-27,1.1588\n",
      "\n",
      "2018-06-28,1.1582\n",
      "\n",
      "2018-06-29,1.1677\n",
      "\n",
      "2018-07-02,1.1604\n",
      "\n",
      "2018-07-03,1.1653\n",
      "\n",
      "2018-07-04,.\n",
      "\n",
      "2018-07-05,1.1697\n",
      "\n",
      "2018-07-06,1.1738\n",
      "\n",
      "2018-07-09,1.1744\n",
      "\n",
      "2018-07-10,1.1728\n",
      "\n",
      "2018-07-11,1.1722\n",
      "\n",
      "2018-07-12,1.1692\n",
      "\n",
      "2018-07-13,1.1667\n",
      "\n",
      "2018-07-16,1.171\n",
      "\n",
      "2018-07-17,1.1664\n",
      "\n",
      "2018-07-18,1.1645\n",
      "\n",
      "2018-07-19,1.1604\n",
      "\n",
      "2018-07-20,1.1708\n",
      "\n",
      "2018-07-23,1.1702\n",
      "\n",
      "2018-07-24,1.1684\n",
      "\n",
      "2018-07-25,1.1677\n",
      "\n",
      "2018-07-26,1.1654\n",
      "\n",
      "2018-07-27,1.166\n",
      "\n",
      "2018-07-30,1.1718\n",
      "\n",
      "2018-07-31,1.1706\n",
      "\n",
      "2018-08-01,1.1666\n",
      "\n",
      "2018-08-02,1.1612\n",
      "\n",
      "2018-08-03,1.1597\n",
      "\n",
      "2018-08-06,1.1564\n",
      "\n",
      "2018-08-07,1.1597\n",
      "\n",
      "2018-08-08,1.1598\n",
      "\n",
      "2018-08-09,1.1566\n",
      "\n",
      "2018-08-10,1.1399\n",
      "\n",
      "2018-08-13,1.1396\n",
      "\n",
      "2018-08-14,1.1351\n",
      "\n",
      "2018-08-15,1.1332\n",
      "\n",
      "2018-08-16,1.1388\n",
      "\n",
      "2018-08-17,1.141\n",
      "\n",
      "2018-08-20,1.1438\n",
      "\n",
      "2018-08-21,1.1534\n",
      "\n",
      "2018-08-22,1.1595\n",
      "\n",
      "2018-08-23,1.1567\n",
      "\n",
      "2018-08-24,1.1625\n",
      "\n",
      "2018-08-27,1.1676\n",
      "\n",
      "2018-08-28,1.172\n",
      "\n",
      "2018-08-29,1.1699\n",
      "\n",
      "2018-08-30,1.1646\n",
      "\n",
      "2018-08-31,1.1596\n",
      "\n",
      "2018-09-03,.\n",
      "\n",
      "2018-09-04,1.1566\n",
      "\n",
      "2018-09-05,1.162\n",
      "\n",
      "2018-09-06,1.1624\n",
      "\n",
      "2018-09-07,1.1572\n",
      "\n",
      "2018-09-10,1.1604\n",
      "\n",
      "2018-09-11,1.1591\n",
      "\n",
      "2018-09-12,1.1626\n",
      "\n",
      "2018-09-13,1.1672\n",
      "\n",
      "2018-09-14,1.1656\n",
      "\n",
      "2018-09-17,1.1687\n",
      "\n",
      "2018-09-18,1.1693\n",
      "\n",
      "2018-09-19,1.1685\n",
      "\n",
      "2018-09-20,1.1744\n",
      "\n",
      "2018-09-21,1.1739\n",
      "\n",
      "2018-09-24,1.1773\n",
      "\n",
      "2018-09-25,1.177\n",
      "\n",
      "2018-09-26,1.1758\n",
      "\n",
      "2018-09-27,1.167\n",
      "\n",
      "2018-09-28,1.1622\n",
      "\n",
      "2018-10-01,1.1567\n",
      "\n",
      "2018-10-02,1.156\n",
      "\n",
      "2018-10-03,1.1525\n",
      "\n",
      "2018-10-04,1.1508\n",
      "\n",
      "2018-10-05,1.1502\n",
      "\n",
      "2018-10-08,.\n",
      "\n",
      "2018-10-09,1.1482\n",
      "\n",
      "2018-10-10,1.1541\n",
      "\n",
      "2018-10-11,1.1565\n",
      "\n",
      "2018-10-12,1.1559\n",
      "\n",
      "2018-10-15,1.1594\n",
      "\n",
      "2018-10-16,1.1593\n",
      "\n",
      "2018-10-17,1.154\n",
      "\n",
      "2018-10-18,1.1494\n",
      "\n",
      "2018-10-19,1.1513\n",
      "\n",
      "2018-10-22,1.1467\n",
      "\n",
      "2018-10-23,1.148\n",
      "\n",
      "2018-10-24,1.1389\n",
      "\n",
      "2018-10-25,1.1374\n",
      "\n",
      "2018-10-26,1.1388\n",
      "\n",
      "2018-10-29,1.139\n",
      "\n",
      "2018-10-30,1.1364\n",
      "\n",
      "2018-10-31,1.1332\n",
      "\n",
      "2018-11-01,1.1396\n",
      "\n",
      "2018-11-02,1.1378\n",
      "\n",
      "2018-11-05,1.1394\n",
      "\n",
      "2018-11-06,1.1412\n",
      "\n",
      "2018-11-07,1.1459\n",
      "\n",
      "2018-11-08,1.1416\n",
      "\n",
      "2018-11-09,1.1325\n",
      "\n",
      "2018-11-12,.\n",
      "\n",
      "2018-11-13,1.1288\n",
      "\n",
      "2018-11-14,1.1312\n",
      "\n",
      "2018-11-15,1.1324\n",
      "\n",
      "2018-11-16,1.1402\n",
      "\n",
      "2018-11-19,1.1448\n",
      "\n",
      "2018-11-20,1.1391\n",
      "\n",
      "2018-11-21,1.1393\n",
      "\n",
      "2018-11-22,.\n",
      "\n",
      "2018-11-23,1.1332\n",
      "\n",
      "2018-11-26,1.1336\n",
      "\n",
      "2018-11-27,1.1281\n",
      "\n",
      "2018-11-28,1.1286\n",
      "\n",
      "2018-11-29,1.1382\n",
      "\n",
      "2018-11-30,1.1323\n",
      "\n",
      "2018-12-03,1.1356\n",
      "\n",
      "2018-12-04,1.1345\n",
      "\n",
      "2018-12-05,.\n",
      "\n",
      "2018-12-06,1.1374\n",
      "\n",
      "2018-12-07,1.139\n",
      "\n",
      "2018-12-10,1.1368\n",
      "\n",
      "2018-12-11,1.1314\n",
      "\n",
      "2018-12-12,1.1362\n",
      "\n",
      "2018-12-13,1.1358\n",
      "\n",
      "2018-12-14,1.13\n",
      "\n",
      "2018-12-17,1.1339\n",
      "\n",
      "2018-12-18,1.1364\n",
      "\n",
      "2018-12-19,1.1422\n",
      "\n",
      "2018-12-20,1.1432\n",
      "\n",
      "2018-12-21,1.1402\n",
      "\n",
      "2018-12-24,.\n",
      "\n",
      "2018-12-25,.\n",
      "\n",
      "2018-12-26,1.1408\n",
      "\n",
      "2018-12-27,1.1412\n",
      "\n",
      "2018-12-28,1.1445\n",
      "\n",
      "2018-12-31,1.1456\n",
      "\n",
      "2019-01-01,.\n",
      "\n",
      "2019-01-02,1.1357\n",
      "\n",
      "2019-01-03,1.1399\n",
      "\n",
      "2019-01-04,1.141\n",
      "\n",
      "2019-01-07,1.1468\n",
      "\n",
      "2019-01-08,1.1444\n",
      "\n",
      "2019-01-09,1.1524\n",
      "\n",
      "2019-01-10,1.1517\n",
      "\n",
      "2019-01-11,1.1479\n",
      "\n",
      "2019-01-14,.\n",
      "\n",
      "2019-01-15,1.1392\n",
      "\n",
      "2019-01-16,1.1408\n",
      "\n",
      "2019-01-17,1.1386\n",
      "\n",
      "2019-01-18,1.1362\n",
      "\n",
      "2019-01-21,.\n",
      "\n",
      "2019-01-22,1.1359\n",
      "\n",
      "2019-01-23,1.139\n",
      "\n",
      "2019-01-24,1.1322\n",
      "\n",
      "2019-01-25,1.1407\n",
      "\n",
      "2019-01-28,1.1438\n",
      "\n",
      "2019-01-29,1.1424\n",
      "\n",
      "2019-01-30,1.1418\n",
      "\n",
      "2019-01-31,1.1454\n",
      "\n",
      "2019-02-01,1.1474\n",
      "\n",
      "2019-02-04,1.1438\n",
      "\n",
      "2019-02-05,1.1406\n",
      "\n",
      "2019-02-06,1.138\n",
      "\n",
      "2019-02-07,1.1357\n",
      "\n",
      "2019-02-08,1.1326\n",
      "\n",
      "2019-02-11,1.1277\n",
      "\n",
      "2019-02-12,1.1316\n",
      "\n",
      "2019-02-13,1.1288\n",
      "\n",
      "2019-02-14,1.1284\n",
      "\n",
      "2019-02-15,1.1268\n",
      "\n",
      "2019-02-18,.\n",
      "\n",
      "2019-02-19,1.1328\n",
      "\n",
      "2019-02-20,.\n",
      "\n",
      "2019-02-21,1.1338\n",
      "\n",
      "2019-02-22,1.1342\n",
      "\n",
      "2019-02-25,1.1345\n",
      "\n",
      "2019-02-26,1.1374\n",
      "\n",
      "2019-02-27,1.137\n",
      "\n",
      "2019-02-28,1.1379\n",
      "\n",
      "2019-03-01,1.1376\n",
      "\n",
      "2019-03-04,1.1328\n",
      "\n",
      "2019-03-05,1.13\n",
      "\n",
      "2019-03-06,1.132\n",
      "\n",
      "2019-03-07,1.1214\n",
      "\n",
      "2019-03-08,1.1243\n",
      "\n",
      "2019-03-11,1.1226\n",
      "\n",
      "2019-03-12,1.1276\n",
      "\n",
      "2019-03-13,1.131\n",
      "\n",
      "2019-03-14,1.1304\n",
      "\n",
      "2019-03-15,1.1326\n",
      "\n",
      "2019-03-18,1.1337\n",
      "\n",
      "2019-03-19,1.1346\n",
      "\n",
      "2019-03-20,1.1352\n",
      "\n",
      "2019-03-21,1.1361\n",
      "\n",
      "2019-03-22,1.1282\n",
      "\n",
      "2019-03-25,1.1324\n",
      "\n",
      "2019-03-26,1.128\n",
      "\n",
      "2019-03-27,1.125\n",
      "\n",
      "2019-03-28,1.1236\n",
      "\n",
      "2019-03-29,1.1228\n",
      "\n",
      "2019-04-01,1.121\n",
      "\n",
      "2019-04-02,1.1186\n",
      "\n",
      "2019-04-03,1.1242\n",
      "\n",
      "2019-04-04,1.1216\n",
      "\n",
      "2019-04-05,1.1217\n",
      "\n",
      "2019-04-08,1.1262\n",
      "\n",
      "2019-04-09,1.1278\n",
      "\n",
      "2019-04-10,1.1266\n",
      "\n",
      "2019-04-11,1.1262\n",
      "\n",
      "2019-04-12,1.1304\n",
      "\n",
      "2019-04-15,1.1304\n",
      "\n",
      "2019-04-16,1.1293\n",
      "\n",
      "2019-04-17,1.1297\n",
      "\n",
      "2019-04-18,1.1241\n",
      "\n",
      "2019-04-19,1.1246\n",
      "\n",
      "2019-04-22,1.1258\n",
      "\n",
      "2019-04-23,1.1213\n",
      "\n",
      "2019-04-24,1.1192\n",
      "\n",
      "2019-04-25,1.114\n",
      "\n",
      "2019-04-26,1.1154\n",
      "\n",
      "2019-04-29,1.1166\n",
      "\n",
      "2019-04-30,1.1201\n",
      "\n",
      "2019-05-01,1.1246\n",
      "\n",
      "2019-05-02,1.1184\n",
      "\n",
      "2019-05-03,1.1186\n",
      "\n",
      "2019-05-06,1.1197\n",
      "\n",
      "2019-05-07,1.1178\n",
      "\n",
      "2019-05-08,1.1206\n",
      "\n",
      "2019-05-09,1.1228\n",
      "\n",
      "2019-05-10,1.1241\n",
      "\n",
      "2019-05-13,1.1232\n",
      "\n",
      "2019-05-14,1.1207\n",
      "\n",
      "2019-05-15,1.1208\n",
      "\n",
      "2019-05-16,1.1178\n",
      "\n",
      "2019-05-17,1.1166\n",
      "\n",
      "2019-05-20,1.117\n",
      "\n",
      "2019-05-21,1.1158\n",
      "\n",
      "2019-05-22,1.1156\n",
      "\n",
      "2019-05-23,1.1172\n",
      "\n",
      "2019-05-24,1.1197\n",
      "\n",
      "2019-05-27,.\n",
      "\n",
      "2019-05-28,1.1177\n",
      "\n",
      "2019-05-29,1.1136\n",
      "\n",
      "2019-05-30,1.114\n",
      "\n",
      "2019-05-31,1.1149\n",
      "\n",
      "2019-06-03,1.1206\n",
      "\n",
      "2019-06-04,1.1236\n",
      "\n",
      "2019-06-05,1.1242\n",
      "\n",
      "2019-06-06,1.1294\n",
      "\n",
      "2019-06-07,1.1324\n",
      "\n",
      "2019-06-10,1.1311\n",
      "\n",
      "2019-06-11,1.1316\n",
      "\n",
      "2019-06-12,1.131\n",
      "\n",
      "2019-06-13,1.1275\n",
      "\n",
      "2019-06-14,1.1217\n",
      "\n",
      "2019-06-17,1.1235\n",
      "\n",
      "2019-06-18,1.1196\n",
      "\n",
      "2019-06-19,1.1214\n",
      "\n",
      "2019-06-20,1.1284\n",
      "\n",
      "2019-06-21,1.1328\n",
      "\n",
      "2019-06-24,1.1393\n",
      "\n",
      "2019-06-25,1.1386\n",
      "\n",
      "2019-06-26,1.139\n",
      "\n",
      "2019-06-27,1.1372\n",
      "\n",
      "2019-06-28,1.1374\n",
      "\n",
      "2019-07-01,1.1307\n",
      "\n",
      "2019-07-02,1.1301\n",
      "\n",
      "2019-07-03,1.1275\n",
      "\n",
      "2019-07-04,.\n",
      "\n",
      "2019-07-05,1.1216\n",
      "\n",
      "2019-07-08,1.1208\n",
      "\n",
      "2019-07-09,1.121\n",
      "\n",
      "2019-07-10,1.126\n",
      "\n",
      "2019-07-11,1.1261\n",
      "\n",
      "2019-07-12,1.1254\n",
      "\n",
      "2019-07-15,1.126\n",
      "\n",
      "2019-07-16,1.1212\n",
      "\n",
      "2019-07-17,1.1232\n",
      "\n",
      "2019-07-18,1.1228\n",
      "\n",
      "2019-07-19,1.122\n",
      "\n",
      "2019-07-22,1.1214\n",
      "\n",
      "2019-07-23,1.1156\n",
      "\n",
      "2019-07-24,1.1141\n",
      "\n",
      "2019-07-25,1.1156\n",
      "\n",
      "2019-07-26,1.1121\n",
      "\n",
      "2019-07-29,1.1142\n",
      "\n",
      "2019-07-30,1.1148\n",
      "\n",
      "2019-07-31,1.113\n",
      "\n",
      "2019-08-01,1.1062\n",
      "\n",
      "2019-08-02,1.1112\n",
      "\n",
      "2019-08-05,1.1197\n",
      "\n",
      "2019-08-06,1.1196\n",
      "\n",
      "2019-08-07,1.1236\n",
      "\n",
      "2019-08-08,1.121\n",
      "\n",
      "2019-08-09,1.1222\n",
      "\n",
      "2019-08-12,1.1212\n",
      "\n",
      "2019-08-13,1.1182\n",
      "\n",
      "2019-08-14,1.1144\n",
      "\n",
      "2019-08-15,1.1106\n",
      "\n",
      "2019-08-16,1.1091\n",
      "\n",
      "2019-08-19,1.1096\n",
      "\n",
      "2019-08-20,1.1092\n",
      "\n",
      "2019-08-21,1.1098\n",
      "\n",
      "2019-08-22,1.1089\n",
      "\n",
      "2019-08-23,1.1148\n",
      "\n",
      "2019-08-26,1.1112\n",
      "\n",
      "2019-08-27,1.1094\n",
      "\n",
      "2019-08-28,1.1084\n",
      "\n",
      "2019-08-29,1.1059\n",
      "\n",
      "2019-08-30,1.0989\n",
      "\n",
      "2019-09-02,.\n",
      "\n",
      "2019-09-03,1.0968\n",
      "\n",
      "2019-09-04,1.1025\n",
      "\n",
      "2019-09-05,1.1038\n",
      "\n",
      "2019-09-06,1.1042\n",
      "\n",
      "2019-09-09,1.1056\n",
      "\n",
      "2019-09-10,1.1042\n",
      "\n",
      "2019-09-11,1.1001\n",
      "\n",
      "2019-09-12,1.1074\n",
      "\n",
      "2019-09-13,1.1074\n",
      "\n",
      "2019-09-16,1.1006\n",
      "\n",
      "2019-09-17,1.1063\n",
      "\n",
      "2019-09-18,1.1061\n",
      "\n",
      "2019-09-19,1.1046\n",
      "\n",
      "2019-09-20,1.1004\n",
      "\n",
      "2019-09-23,1.0991\n",
      "\n",
      "2019-09-24,1.0999\n",
      "\n",
      "2019-09-25,1.0949\n",
      "\n",
      "2019-09-26,1.0938\n",
      "\n",
      "2019-09-27,1.0942\n",
      "\n",
      "2019-09-30,1.0905\n",
      "\n",
      "2019-10-01,1.0932\n",
      "\n",
      "2019-10-02,1.0951\n",
      "\n",
      "2019-10-03,1.0991\n",
      "\n",
      "2019-10-04,1.0974\n",
      "\n",
      "2019-10-07,1.0984\n",
      "\n",
      "2019-10-08,1.0949\n",
      "\n",
      "2019-10-09,1.0978\n",
      "\n",
      "2019-10-10,1.1018\n",
      "\n",
      "2019-10-11,1.1039\n",
      "\n",
      "2019-10-14,.\n",
      "\n",
      "2019-10-15,1.1036\n",
      "\n",
      "2019-10-16,1.1075\n",
      "\n",
      "2019-10-17,1.1129\n",
      "\n",
      "2019-10-18,1.1155\n",
      "\n",
      "2019-10-21,1.1145\n",
      "\n",
      "2019-10-22,1.1138\n",
      "\n",
      "2019-10-23,1.1118\n",
      "\n",
      "2019-10-24,1.1098\n",
      "\n",
      "2019-10-25,1.1081\n",
      "\n",
      "2019-10-28,1.1094\n",
      "\n",
      "2019-10-29,1.1117\n",
      "\n",
      "2019-10-30,1.1123\n",
      "\n",
      "2019-10-31,1.1155\n",
      "\n",
      "2019-11-01,1.1169\n",
      "\n",
      "2019-11-04,1.1144\n",
      "\n",
      "2019-11-05,1.107\n",
      "\n",
      "2019-11-06,1.1076\n",
      "\n",
      "2019-11-07,1.1045\n",
      "\n",
      "2019-11-08,1.1019\n",
      "\n",
      "2019-11-11,.\n",
      "\n",
      "2019-11-12,1.1017\n",
      "\n",
      "2019-11-13,1.1004\n",
      "\n",
      "2019-11-14,1.1016\n",
      "\n",
      "2019-11-15,1.1046\n",
      "\n",
      "2019-11-18,1.1079\n",
      "\n",
      "2019-11-19,1.1075\n",
      "\n",
      "2019-11-20,1.1063\n",
      "\n",
      "2019-11-21,1.1067\n",
      "\n",
      "2019-11-22,1.1029\n",
      "\n",
      "2019-11-25,1.1009\n",
      "\n",
      "2019-11-26,1.1012\n",
      "\n",
      "2019-11-27,1.1002\n",
      "\n",
      "2019-11-28,.\n",
      "\n",
      "2019-11-29,1.1019\n",
      "\n",
      "2019-12-02,1.1075\n",
      "\n",
      "2019-12-03,1.1089\n",
      "\n",
      "2019-12-04,1.1076\n",
      "\n",
      "2019-12-05,1.1104\n",
      "\n",
      "2019-12-06,1.1052\n",
      "\n",
      "2019-12-09,1.1067\n",
      "\n",
      "2019-12-10,1.109\n",
      "\n",
      "2019-12-11,1.1092\n",
      "\n",
      "2019-12-12,1.1115\n",
      "\n",
      "2019-12-13,1.1128\n",
      "\n",
      "2019-12-16,1.1139\n",
      "\n",
      "2019-12-17,1.1148\n",
      "\n",
      "2019-12-18,1.1113\n",
      "\n",
      "2019-12-19,1.1128\n",
      "\n",
      "2019-12-20,1.1076\n",
      "\n",
      "2019-12-23,1.1091\n",
      "\n",
      "2019-12-24,1.1084\n",
      "\n",
      "2019-12-25,.\n",
      "\n",
      "2019-12-26,1.1102\n",
      "\n",
      "2019-12-27,1.1174\n",
      "\n",
      "2019-12-30,1.1217\n",
      "\n",
      "2019-12-31,1.1227\n",
      "\n",
      "2020-01-01,.\n",
      "\n",
      "2020-01-02,1.1166\n",
      "\n",
      "2020-01-03,1.1173\n",
      "\n",
      "2020-01-06,1.1187\n",
      "\n",
      "2020-01-07,1.1138\n",
      "\n",
      "2020-01-08,1.1117\n",
      "\n",
      "2020-01-09,1.1106\n",
      "\n",
      "2020-01-10,1.1119\n",
      "\n",
      "2020-01-13,1.1138\n",
      "\n",
      "2020-01-14,1.113\n",
      "\n",
      "2020-01-15,1.116\n",
      "\n",
      "2020-01-16,1.1131\n",
      "\n",
      "2020-01-17,1.1093\n",
      "\n",
      "2020-01-20,.\n",
      "\n",
      "2020-01-21,1.1096\n",
      "\n",
      "2020-01-22,1.1085\n",
      "\n",
      "2020-01-23,1.1041\n",
      "\n",
      "2020-01-24,1.1026\n",
      "\n",
      "2020-01-27,1.1019\n",
      "\n",
      "2020-01-28,1.1008\n",
      "\n",
      "2020-01-29,1.1004\n",
      "\n",
      "2020-01-30,1.1032\n",
      "\n",
      "2020-01-31,1.1082\n",
      "\n",
      "2020-02-03,1.1062\n",
      "\n",
      "2020-02-04,1.1043\n",
      "\n",
      "2020-02-05,1.1006\n",
      "\n",
      "2020-02-06,1.0979\n",
      "\n",
      "2020-02-07,1.095\n",
      "\n",
      "2020-02-10,1.0916\n",
      "\n",
      "2020-02-11,1.0917\n",
      "\n",
      "2020-02-12,1.0893\n",
      "\n",
      "2020-02-13,1.0848\n",
      "\n",
      "2020-02-14,1.0839\n",
      "\n",
      "2020-02-17,.\n",
      "\n",
      "2020-02-18,1.0815\n",
      "\n",
      "2020-02-19,1.0794\n",
      "\n",
      "2020-02-20,1.0797\n",
      "\n",
      "2020-02-21,1.0855\n",
      "\n",
      "2020-02-24,1.0857\n",
      "\n",
      "2020-02-25,1.0868\n",
      "\n",
      "2020-02-26,1.0887\n",
      "\n",
      "2020-02-27,1.0977\n",
      "\n",
      "2020-02-28,1.1001\n",
      "\n",
      "2020-03-02,1.1164\n",
      "\n",
      "2020-03-03,1.1175\n",
      "\n",
      "2020-03-04,1.113\n",
      "\n",
      "2020-03-05,1.1202\n",
      "\n",
      "2020-03-06,1.1319\n",
      "\n",
      "2020-03-09,1.142\n",
      "\n",
      "2020-03-10,1.1342\n",
      "\n",
      "2020-03-11,1.128\n",
      "\n",
      "2020-03-12,1.1081\n",
      "\n",
      "2020-03-13,1.1066\n",
      "\n",
      "2020-03-16,1.1139\n",
      "\n",
      "2020-03-17,1.0971\n",
      "\n",
      "2020-03-18,1.0833\n",
      "\n",
      "2020-03-19,1.0699\n",
      "\n",
      "2020-03-20,1.0682\n",
      "\n",
      "2020-03-23,1.076\n",
      "\n",
      "2020-03-24,1.0794\n",
      "\n",
      "2020-03-25,1.0835\n",
      "\n",
      "2020-03-26,1.1025\n",
      "\n",
      "2020-03-27,1.1059\n",
      "\n",
      "2020-03-30,1.1018\n",
      "\n",
      "2020-03-31,1.1016\n",
      "\n",
      "2020-04-01,1.0934\n",
      "\n",
      "2020-04-02,1.0862\n",
      "\n",
      "2020-04-03,1.0797\n",
      "\n"
     ]
    }
   ],
   "source": [
    "with open(file_name) as f:\n",
    "    next(f)\n",
    "    for line in f:\n",
    "        print(line)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:35:14.262484200Z",
     "start_time": "2023-10-31T11:35:14.217378700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['DATE,DEXUSEU\\n', '2015-04-03,1.0990\\n', '2015-04-06,1.1008\\n', '2015-04-07,1.0850\\n', '2015-04-08,1.0818\\n', '2015-04-09,1.0671\\n', '2015-04-10,1.0598\\n', '2015-04-13,1.0582\\n', '2015-04-14,1.0672\\n', '2015-04-15,1.0596\\n', '2015-04-16,1.0742\\n', '2015-04-17,1.0780\\n', '2015-04-20,1.0763\\n', '2015-04-21,1.0758\\n', '2015-04-22,1.0729\\n', '2015-04-23,1.0803\\n', '2015-04-24,1.0876\\n', '2015-04-27,1.0892\\n', '2015-04-28,1.0979\\n', '2015-04-29,1.1174\\n', '2015-04-30,1.1162\\n', '2015-05-01,1.1194\\n', '2015-05-04,1.1145\\n', '2015-05-05,1.1174\\n', '2015-05-06,1.1345\\n', '2015-05-07,1.1283\\n', '2015-05-08,1.1241\\n', '2015-05-11,1.1142\\n', '2015-05-12,1.1240\\n', '2015-05-13,1.1372\\n', '2015-05-14,1.1368\\n', '2015-05-15,1.1428\\n', '2015-05-18,1.1354\\n', '2015-05-19,1.1151\\n', '2015-05-20,1.1079\\n', '2015-05-21,1.1126\\n', '2015-05-22,1.1033\\n', '2015-05-25,.\\n', '2015-05-26,1.0876\\n', '2015-05-27,1.0888\\n', '2015-05-28,1.0914\\n', 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'2019-05-29,1.1136\\n', '2019-05-30,1.114\\n', '2019-05-31,1.1149\\n', '2019-06-03,1.1206\\n', '2019-06-04,1.1236\\n', '2019-06-05,1.1242\\n', '2019-06-06,1.1294\\n', '2019-06-07,1.1324\\n', '2019-06-10,1.1311\\n', '2019-06-11,1.1316\\n', '2019-06-12,1.131\\n', '2019-06-13,1.1275\\n', '2019-06-14,1.1217\\n', '2019-06-17,1.1235\\n', '2019-06-18,1.1196\\n', '2019-06-19,1.1214\\n', '2019-06-20,1.1284\\n', '2019-06-21,1.1328\\n', '2019-06-24,1.1393\\n', '2019-06-25,1.1386\\n', '2019-06-26,1.139\\n', '2019-06-27,1.1372\\n', '2019-06-28,1.1374\\n', '2019-07-01,1.1307\\n', '2019-07-02,1.1301\\n', '2019-07-03,1.1275\\n', '2019-07-04,.\\n', '2019-07-05,1.1216\\n', '2019-07-08,1.1208\\n', '2019-07-09,1.121\\n', '2019-07-10,1.126\\n', '2019-07-11,1.1261\\n', '2019-07-12,1.1254\\n', '2019-07-15,1.126\\n', '2019-07-16,1.1212\\n', '2019-07-17,1.1232\\n', '2019-07-18,1.1228\\n', '2019-07-19,1.122\\n', '2019-07-22,1.1214\\n', '2019-07-23,1.1156\\n', '2019-07-24,1.1141\\n', '2019-07-25,1.1156\\n', '2019-07-26,1.1121\\n', '2019-07-29,1.1142\\n', '2019-07-30,1.1148\\n', '2019-07-31,1.113\\n', '2019-08-01,1.1062\\n', '2019-08-02,1.1112\\n', '2019-08-05,1.1197\\n', '2019-08-06,1.1196\\n', '2019-08-07,1.1236\\n', '2019-08-08,1.121\\n', '2019-08-09,1.1222\\n', '2019-08-12,1.1212\\n', '2019-08-13,1.1182\\n', '2019-08-14,1.1144\\n', '2019-08-15,1.1106\\n', '2019-08-16,1.1091\\n', '2019-08-19,1.1096\\n', '2019-08-20,1.1092\\n', '2019-08-21,1.1098\\n', '2019-08-22,1.1089\\n', '2019-08-23,1.1148\\n', '2019-08-26,1.1112\\n', '2019-08-27,1.1094\\n', '2019-08-28,1.1084\\n', '2019-08-29,1.1059\\n', '2019-08-30,1.0989\\n', '2019-09-02,.\\n', '2019-09-03,1.0968\\n', '2019-09-04,1.1025\\n', '2019-09-05,1.1038\\n', '2019-09-06,1.1042\\n', '2019-09-09,1.1056\\n', '2019-09-10,1.1042\\n', '2019-09-11,1.1001\\n', '2019-09-12,1.1074\\n', '2019-09-13,1.1074\\n', '2019-09-16,1.1006\\n', '2019-09-17,1.1063\\n', '2019-09-18,1.1061\\n', '2019-09-19,1.1046\\n', '2019-09-20,1.1004\\n', '2019-09-23,1.0991\\n', '2019-09-24,1.0999\\n', '2019-09-25,1.0949\\n', '2019-09-26,1.0938\\n', '2019-09-27,1.0942\\n', '2019-09-30,1.0905\\n', '2019-10-01,1.0932\\n', '2019-10-02,1.0951\\n', '2019-10-03,1.0991\\n', '2019-10-04,1.0974\\n', '2019-10-07,1.0984\\n', '2019-10-08,1.0949\\n', '2019-10-09,1.0978\\n', '2019-10-10,1.1018\\n', '2019-10-11,1.1039\\n', '2019-10-14,.\\n', '2019-10-15,1.1036\\n', '2019-10-16,1.1075\\n', '2019-10-17,1.1129\\n', '2019-10-18,1.1155\\n', '2019-10-21,1.1145\\n', '2019-10-22,1.1138\\n', '2019-10-23,1.1118\\n', '2019-10-24,1.1098\\n', '2019-10-25,1.1081\\n', '2019-10-28,1.1094\\n', '2019-10-29,1.1117\\n', '2019-10-30,1.1123\\n', '2019-10-31,1.1155\\n', '2019-11-01,1.1169\\n', '2019-11-04,1.1144\\n', '2019-11-05,1.107\\n', '2019-11-06,1.1076\\n', '2019-11-07,1.1045\\n', '2019-11-08,1.1019\\n', '2019-11-11,.\\n', '2019-11-12,1.1017\\n', '2019-11-13,1.1004\\n', '2019-11-14,1.1016\\n', '2019-11-15,1.1046\\n', '2019-11-18,1.1079\\n', '2019-11-19,1.1075\\n', '2019-11-20,1.1063\\n', '2019-11-21,1.1067\\n', '2019-11-22,1.1029\\n', '2019-11-25,1.1009\\n', '2019-11-26,1.1012\\n', '2019-11-27,1.1002\\n', '2019-11-28,.\\n', '2019-11-29,1.1019\\n', '2019-12-02,1.1075\\n', '2019-12-03,1.1089\\n', '2019-12-04,1.1076\\n', '2019-12-05,1.1104\\n', '2019-12-06,1.1052\\n', '2019-12-09,1.1067\\n', '2019-12-10,1.109\\n', '2019-12-11,1.1092\\n', '2019-12-12,1.1115\\n', '2019-12-13,1.1128\\n', '2019-12-16,1.1139\\n', '2019-12-17,1.1148\\n', '2019-12-18,1.1113\\n', '2019-12-19,1.1128\\n', '2019-12-20,1.1076\\n', '2019-12-23,1.1091\\n', '2019-12-24,1.1084\\n', '2019-12-25,.\\n', '2019-12-26,1.1102\\n', '2019-12-27,1.1174\\n', '2019-12-30,1.1217\\n', '2019-12-31,1.1227\\n', '2020-01-01,.\\n', '2020-01-02,1.1166\\n', '2020-01-03,1.1173\\n', '2020-01-06,1.1187\\n', '2020-01-07,1.1138\\n', '2020-01-08,1.1117\\n', '2020-01-09,1.1106\\n', '2020-01-10,1.1119\\n', '2020-01-13,1.1138\\n', '2020-01-14,1.113\\n', '2020-01-15,1.116\\n', '2020-01-16,1.1131\\n', '2020-01-17,1.1093\\n', '2020-01-20,.\\n', '2020-01-21,1.1096\\n', '2020-01-22,1.1085\\n', '2020-01-23,1.1041\\n', '2020-01-24,1.1026\\n', '2020-01-27,1.1019\\n', '2020-01-28,1.1008\\n', '2020-01-29,1.1004\\n', '2020-01-30,1.1032\\n', '2020-01-31,1.1082\\n', '2020-02-03,1.1062\\n', '2020-02-04,1.1043\\n', '2020-02-05,1.1006\\n', '2020-02-06,1.0979\\n', '2020-02-07,1.095\\n', '2020-02-10,1.0916\\n', '2020-02-11,1.0917\\n', '2020-02-12,1.0893\\n', '2020-02-13,1.0848\\n', '2020-02-14,1.0839\\n', '2020-02-17,.\\n', '2020-02-18,1.0815\\n', '2020-02-19,1.0794\\n', '2020-02-20,1.0797\\n', '2020-02-21,1.0855\\n', '2020-02-24,1.0857\\n', '2020-02-25,1.0868\\n', '2020-02-26,1.0887\\n', '2020-02-27,1.0977\\n', '2020-02-28,1.1001\\n', '2020-03-02,1.1164\\n', '2020-03-03,1.1175\\n', '2020-03-04,1.113\\n', '2020-03-05,1.1202\\n', '2020-03-06,1.1319\\n', '2020-03-09,1.142\\n', '2020-03-10,1.1342\\n', '2020-03-11,1.128\\n', '2020-03-12,1.1081\\n', '2020-03-13,1.1066\\n', '2020-03-16,1.1139\\n', '2020-03-17,1.0971\\n', '2020-03-18,1.0833\\n', '2020-03-19,1.0699\\n', '2020-03-20,1.0682\\n', '2020-03-23,1.076\\n', '2020-03-24,1.0794\\n', '2020-03-25,1.0835\\n', '2020-03-26,1.1025\\n', '2020-03-27,1.1059\\n', '2020-03-30,1.1018\\n', '2020-03-31,1.1016\\n', '2020-04-01,1.0934\\n', '2020-04-02,1.0862\\n', '2020-04-03,1.0797\\n']\n"
     ]
    }
   ],
   "source": [
    "with open(file_name) as f:\n",
    "    print(f.readlines())"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:36:27.567769100Z",
     "start_time": "2023-10-31T11:36:27.502761800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "could not convert string to float: '.'",
     "output_type": "error",
     "traceback": [
      "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m",
      "\u001B[1;31mValueError\u001B[0m                                Traceback (most recent call last)",
      "\u001B[1;32m~\\AppData\\Local\\Temp\\ipykernel_67920\\155748458.py\u001B[0m in \u001B[0;36m<module>\u001B[1;34m\u001B[0m\n\u001B[1;32m----> 1\u001B[1;33m \u001B[0mfloat\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;34m'.'\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0m",
      "\u001B[1;31mValueError\u001B[0m: could not convert string to float: '.'"
     ]
    }
   ],
   "source": [
    "float('.')"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:36:50.912996900Z",
     "start_time": "2023-10-31T11:36:50.667381200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "outputs": [
    {
     "data": {
      "text/plain": "3.1415"
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "float(3.1415)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:37:10.095245300Z",
     "start_time": "2023-10-31T11:37:10.078247800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-04-03 1.0990\n",
      "2015-04-06 1.1008\n",
      "2015-04-07 1.0850\n",
      "2015-04-08 1.0818\n",
      "2015-04-09 1.0671\n",
      "2015-04-10 1.0598\n",
      "2015-04-13 1.0582\n",
      "2015-04-14 1.0672\n",
      "2015-04-15 1.0596\n",
      "2015-04-16 1.0742\n",
      "2015-04-17 1.0780\n",
      "2015-04-20 1.0763\n",
      "2015-04-21 1.0758\n",
      "2015-04-22 1.0729\n",
      "2015-04-23 1.0803\n",
      "2015-04-24 1.0876\n",
      "2015-04-27 1.0892\n",
      "2015-04-28 1.0979\n",
      "2015-04-29 1.1174\n",
      "2015-04-30 1.1162\n",
      "2015-05-01 1.1194\n",
      "2015-05-04 1.1145\n",
      "2015-05-05 1.1174\n",
      "2015-05-06 1.1345\n",
      "2015-05-07 1.1283\n",
      "2015-05-08 1.1241\n",
      "2015-05-11 1.1142\n",
      "2015-05-12 1.1240\n",
      "2015-05-13 1.1372\n",
      "2015-05-14 1.1368\n",
      "2015-05-15 1.1428\n",
      "2015-05-18 1.1354\n",
      "2015-05-19 1.1151\n",
      "2015-05-20 1.1079\n",
      "2015-05-21 1.1126\n",
      "2015-05-22 1.1033\n",
      "2015-05-25 .\n",
      "2015-05-26 1.0876\n",
      "2015-05-27 1.0888\n",
      "2015-05-28 1.0914\n",
      "2015-05-29 1.0994\n",
      "2015-06-01 1.0913\n",
      "2015-06-02 1.1130\n",
      "2015-06-03 1.1285\n",
      "2015-06-04 1.1271\n",
      "2015-06-05 1.1108\n",
      "2015-06-08 1.1232\n",
      "2015-06-09 1.1284\n",
      "2015-06-10 1.1307\n",
      "2015-06-11 1.1236\n",
      "2015-06-12 1.1278\n",
      "2015-06-15 1.1266\n",
      "2015-06-16 1.1238\n",
      "2015-06-17 1.1244\n",
      "2015-06-18 1.1404\n",
      "2015-06-19 1.1335\n",
      "2015-06-22 1.1378\n",
      "2015-06-23 1.1190\n",
      "2015-06-24 1.1178\n",
      "2015-06-25 1.1196\n",
      "2015-06-26 1.1156\n",
      "2015-06-29 1.1180\n",
      "2015-06-30 1.1154\n",
      "2015-07-01 1.1084\n",
      "2015-07-02 1.1090\n",
      "2015-07-03 .\n",
      "2015-07-06 1.1076\n",
      "2015-07-07 1.0952\n",
      "2015-07-08 1.1072\n",
      "2015-07-09 1.1025\n",
      "2015-07-10 1.1150\n",
      "2015-07-13 1.1020\n",
      "2015-07-14 1.1015\n",
      "2015-07-15 1.0965\n",
      "2015-07-16 1.0898\n",
      "2015-07-17 1.0848\n",
      "2015-07-20 1.0850\n",
      "2015-07-21 1.0927\n",
      "2015-07-22 1.0884\n",
      "2015-07-23 1.0976\n",
      "2015-07-24 1.0976\n",
      "2015-07-27 1.1112\n",
      "2015-07-28 1.1055\n",
      "2015-07-29 1.1026\n",
      "2015-07-30 1.0914\n",
      "2015-07-31 1.1028\n",
      "2015-08-03 1.0962\n",
      "2015-08-04 1.0953\n",
      "2015-08-05 1.0868\n",
      "2015-08-06 1.0922\n",
      "2015-08-07 1.0958\n",
      "2015-08-10 1.0994\n",
      "2015-08-11 1.1042\n",
      "2015-08-12 1.1198\n",
      "2015-08-13 1.1144\n",
      "2015-08-14 1.1110\n",
      "2015-08-17 1.1078\n",
      "2015-08-18 1.1028\n",
      "2015-08-19 1.1061\n",
      "2015-08-20 1.1200\n",
      "2015-08-21 1.1356\n",
      "2015-08-24 1.1580\n",
      "2015-08-25 1.1410\n",
      "2015-08-26 1.1390\n",
      "2015-08-27 1.1239\n",
      "2015-08-28 1.1172\n",
      "2015-08-31 1.1194\n",
      "2015-09-01 1.1263\n",
      "2015-09-02 1.1242\n",
      "2015-09-03 1.1104\n",
      "2015-09-04 1.1117\n",
      "2015-09-07 .\n",
      "2015-09-08 1.1182\n",
      "2015-09-09 1.1165\n",
      "2015-09-10 1.1262\n",
      "2015-09-11 1.1338\n",
      "2015-09-14 1.1307\n",
      "2015-09-15 1.1260\n",
      "2015-09-16 1.1304\n",
      "2015-09-17 1.1312\n",
      "2015-09-18 1.1358\n",
      "2015-09-21 1.1204\n",
      "2015-09-22 1.1133\n",
      "2015-09-23 1.1160\n",
      "2015-09-24 1.1252\n",
      "2015-09-25 1.1192\n",
      "2015-09-28 1.1236\n",
      "2015-09-29 1.1246\n",
      "2015-09-30 1.1162\n",
      "2015-10-01 1.1200\n",
      "2015-10-02 1.1276\n",
      "2015-10-05 1.1200\n",
      "2015-10-06 1.1266\n",
      "2015-10-07 1.1249\n",
      "2015-10-08 1.1282\n",
      "2015-10-09 1.1363\n",
      "2015-10-12 .\n",
      "2015-10-13 1.1382\n",
      "2015-10-14 1.1437\n",
      "2015-10-15 1.1418\n",
      "2015-10-16 1.1360\n",
      "2015-10-19 1.1320\n",
      "2015-10-20 1.1359\n",
      "2015-10-21 1.1345\n",
      "2015-10-22 1.1140\n",
      "2015-10-23 1.1016\n",
      "2015-10-26 1.1051\n",
      "2015-10-27 1.1052\n",
      "2015-10-28 1.1066\n",
      "2015-10-29 1.0963\n",
      "2015-10-30 1.1042\n",
      "2015-11-02 1.1026\n",
      "2015-11-03 1.0946\n",
      "2015-11-04 1.0861\n",
      "2015-11-05 1.0869\n",
      "2015-11-06 1.0746\n",
      "2015-11-09 1.0767\n",
      "2015-11-10 1.0686\n",
      "2015-11-11 .\n",
      "2015-11-12 1.0768\n",
      "2015-11-13 1.0722\n",
      "2015-11-16 1.0708\n",
      "2015-11-17 1.0634\n",
      "2015-11-18 1.0638\n",
      "2015-11-19 1.0746\n",
      "2015-11-20 1.0660\n",
      "2015-11-23 1.0602\n",
      "2015-11-24 1.0652\n",
      "2015-11-25 1.0616\n",
      "2015-11-26 .\n",
      "2015-11-27 1.0596\n",
      "2015-11-30 1.0562\n",
      "2015-12-01 1.0620\n",
      "2015-12-02 1.0573\n",
      "2015-12-03 1.0902\n",
      "2015-12-04 1.0884\n",
      "2015-12-07 1.0840\n",
      "2015-12-08 1.0876\n",
      "2015-12-09 1.0984\n",
      "2015-12-10 1.0948\n",
      "2015-12-11 1.1002\n",
      "2015-12-14 1.1025\n",
      "2015-12-15 1.0911\n",
      "2015-12-16 1.0937\n",
      "2015-12-17 1.0804\n",
      "2015-12-18 1.0847\n",
      "2015-12-21 1.0920\n",
      "2015-12-22 1.0978\n",
      "2015-12-23 1.0875\n",
      "2015-12-24 1.0955\n",
      "2015-12-25 .\n",
      "2015-12-28 1.0983\n",
      "2015-12-29 1.0916\n",
      "2015-12-30 1.0912\n",
      "2015-12-31 1.0859\n",
      "2016-01-01 .\n",
      "2016-01-04 1.0803\n",
      "2016-01-05 1.0743\n",
      "2016-01-06 1.0762\n",
      "2016-01-07 1.0860\n",
      "2016-01-08 1.0885\n",
      "2016-01-11 1.0878\n",
      "2016-01-12 1.0837\n",
      "2016-01-13 1.0862\n",
      "2016-01-14 1.0862\n",
      "2016-01-15 1.0964\n",
      "2016-01-18 .\n",
      "2016-01-19 1.0906\n",
      "2016-01-20 1.0908\n",
      "2016-01-21 1.0833\n",
      "2016-01-22 1.0814\n",
      "2016-01-25 1.0832\n",
      "2016-01-26 1.0846\n",
      "2016-01-27 1.0867\n",
      "2016-01-28 1.0952\n",
      "2016-01-29 1.0832\n",
      "2016-02-01 1.0888\n",
      "2016-02-02 1.0908\n",
      "2016-02-03 1.1051\n",
      "2016-02-04 1.1199\n",
      "2016-02-05 1.1131\n",
      "2016-02-08 1.1170\n",
      "2016-02-09 1.1300\n",
      "2016-02-10 1.1222\n",
      "2016-02-11 1.1362\n",
      "2016-02-12 1.1235\n",
      "2016-02-15 .\n",
      "2016-02-16 1.1140\n",
      "2016-02-17 1.1140\n",
      "2016-02-18 1.1092\n",
      "2016-02-19 1.1127\n",
      "2016-02-22 1.1018\n",
      "2016-02-23 1.1016\n",
      "2016-02-24 1.1021\n",
      "2016-02-25 1.1026\n",
      "2016-02-26 1.0932\n",
      "2016-02-29 1.0868\n",
      "2016-03-01 1.0847\n",
      "2016-03-02 1.0845\n",
      "2016-03-03 1.0948\n",
      "2016-03-04 1.1010\n",
      "2016-03-07 1.1004\n",
      "2016-03-08 1.1028\n",
      "2016-03-09 1.1022\n",
      "2016-03-10 1.1162\n",
      "2016-03-11 1.1180\n",
      "2016-03-14 1.1107\n",
      "2016-03-15 1.1112\n",
      "2016-03-16 1.1075\n",
      "2016-03-17 1.1316\n",
      "2016-03-18 1.1292\n",
      "2016-03-21 1.1260\n",
      "2016-03-22 1.1228\n",
      "2016-03-23 1.1174\n",
      "2016-03-24 1.1163\n",
      "2016-03-25 1.1164\n",
      "2016-03-28 1.1210\n",
      "2016-03-29 1.1204\n",
      "2016-03-30 1.1330\n",
      "2016-03-31 1.1390\n",
      "2016-04-01 1.1385\n",
      "2016-04-04 1.1386\n",
      "2016-04-05 1.1374\n",
      "2016-04-06 1.1430\n",
      "2016-04-07 1.1386\n",
      "2016-04-08 1.1406\n",
      "2016-04-11 1.1412\n",
      "2016-04-12 1.1395\n",
      "2016-04-13 1.1281\n",
      "2016-04-14 1.1262\n",
      "2016-04-15 1.1295\n",
      "2016-04-18 1.1322\n",
      "2016-04-19 1.1375\n",
      "2016-04-20 1.1330\n",
      "2016-04-21 1.1301\n",
      "2016-04-22 1.1239\n",
      "2016-04-25 1.1274\n",
      "2016-04-26 1.1318\n",
      "2016-04-27 1.1322\n",
      "2016-04-28 1.1325\n",
      "2016-04-29 1.1441\n",
      "2016-05-02 1.1516\n",
      "2016-05-03 1.1508\n",
      "2016-05-04 1.1486\n",
      "2016-05-05 1.1404\n",
      "2016-05-06 1.1421\n",
      "2016-05-09 1.1402\n",
      "2016-05-10 1.1386\n",
      "2016-05-11 1.1444\n",
      "2016-05-12 1.1380\n",
      "2016-05-13 1.1294\n",
      "2016-05-16 1.1328\n",
      "2016-05-17 1.1337\n",
      "2016-05-18 1.1276\n",
      "2016-05-19 1.1214\n",
      "2016-05-20 1.1207\n",
      "2016-05-23 1.1192\n",
      "2016-05-24 1.1145\n",
      "2016-05-25 1.1154\n",
      "2016-05-26 1.1184\n",
      "2016-05-27 1.1140\n",
      "2016-05-30 .\n",
      "2016-05-31 1.1135\n",
      "2016-06-01 1.1165\n",
      "2016-06-02 1.1157\n",
      "2016-06-03 1.1330\n",
      "2016-06-06 1.1354\n",
      "2016-06-07 1.1350\n",
      "2016-06-08 1.1400\n",
      "2016-06-09 1.1329\n",
      "2016-06-10 1.1281\n",
      "2016-06-13 1.1282\n",
      "2016-06-14 1.1206\n",
      "2016-06-15 1.1239\n",
      "2016-06-16 1.1158\n",
      "2016-06-17 1.1256\n",
      "2016-06-20 1.1318\n",
      "2016-06-21 1.1262\n",
      "2016-06-22 1.1286\n",
      "2016-06-23 1.1373\n",
      "2016-06-24 1.1126\n",
      "2016-06-27 1.1024\n",
      "2016-06-28 1.1054\n",
      "2016-06-29 1.1117\n",
      "2016-06-30 1.1032\n",
      "2016-07-01 1.1145\n",
      "2016-07-04 .\n",
      "2016-07-05 1.1080\n",
      "2016-07-06 1.1077\n",
      "2016-07-07 1.1065\n",
      "2016-07-08 1.1038\n",
      "2016-07-11 1.1045\n",
      "2016-07-12 1.1074\n",
      "2016-07-13 1.1112\n",
      "2016-07-14 1.1109\n",
      "2016-07-15 1.1059\n",
      "2016-07-18 1.1076\n",
      "2016-07-19 1.1014\n",
      "2016-07-20 1.1007\n",
      "2016-07-21 1.1016\n",
      "2016-07-22 1.0968\n",
      "2016-07-25 1.0980\n",
      "2016-07-26 1.0984\n",
      "2016-07-27 1.0988\n",
      "2016-07-28 1.1094\n",
      "2016-07-29 1.1168\n",
      "2016-08-01 1.1176\n",
      "2016-08-02 1.1225\n",
      "2016-08-03 1.1170\n",
      "2016-08-04 1.1134\n",
      "2016-08-05 1.1080\n",
      "2016-08-08 1.1078\n",
      "2016-08-09 1.1110\n",
      "2016-08-10 1.1171\n",
      "2016-08-11 1.1168\n",
      "2016-08-12 1.1172\n",
      "2016-08-15 1.1199\n",
      "2016-08-16 1.1277\n",
      "2016-08-17 1.1263\n",
      "2016-08-18 1.1334\n",
      "2016-08-19 1.1326\n",
      "2016-08-22 1.1314\n",
      "2016-08-23 1.1308\n",
      "2016-08-24 1.1256\n",
      "2016-08-25 1.1274\n",
      "2016-08-26 1.1237\n",
      "2016-08-29 1.1182\n",
      "2016-08-30 1.1150\n",
      "2016-08-31 1.1146\n",
      "2016-09-01 1.1194\n",
      "2016-09-02 1.1158\n",
      "2016-09-05 .\n",
      "2016-09-06 1.1237\n",
      "2016-09-07 1.1238\n",
      "2016-09-08 1.1256\n",
      "2016-09-09 1.1214\n",
      "2016-09-12 1.1230\n",
      "2016-09-13 1.1242\n",
      "2016-09-14 1.1271\n",
      "2016-09-15 1.1246\n",
      "2016-09-16 1.1160\n",
      "2016-09-19 1.1179\n",
      "2016-09-20 1.1172\n",
      "2016-09-21 1.1165\n",
      "2016-09-22 1.1229\n",
      "2016-09-23 1.1223\n",
      "2016-09-26 1.1270\n",
      "2016-09-27 1.1208\n",
      "2016-09-28 1.1200\n",
      "2016-09-29 1.1244\n",
      "2016-09-30 1.1238\n",
      "2016-10-03 1.1210\n",
      "2016-10-04 1.1212\n",
      "2016-10-05 1.1196\n",
      "2016-10-06 1.1158\n",
      "2016-10-07 1.1156\n",
      "2016-10-10 .\n",
      "2016-10-11 1.1062\n",
      "2016-10-12 1.1014\n",
      "2016-10-13 1.1038\n",
      "2016-10-14 1.0985\n",
      "2016-10-17 1.1000\n",
      "2016-10-18 1.0997\n",
      "2016-10-19 1.0966\n",
      "2016-10-20 1.0934\n",
      "2016-10-21 1.0866\n",
      "2016-10-24 1.0888\n",
      "2016-10-25 1.0890\n",
      "2016-10-26 1.0916\n",
      "2016-10-27 1.0904\n",
      "2016-10-28 1.0934\n",
      "2016-10-31 1.0962\n",
      "2016-11-01 1.1042\n",
      "2016-11-02 1.1119\n",
      "2016-11-03 1.1094\n",
      "2016-11-04 1.1121\n",
      "2016-11-07 1.1038\n",
      "2016-11-08 1.1034\n",
      "2016-11-09 1.0952\n",
      "2016-11-10 1.0882\n",
      "2016-11-11 .\n",
      "2016-11-14 1.0723\n",
      "2016-11-15 1.0726\n",
      "2016-11-16 1.0699\n",
      "2016-11-17 1.0656\n",
      "2016-11-18 1.0600\n",
      "2016-11-21 1.0597\n",
      "2016-11-22 1.0618\n",
      "2016-11-23 1.0560\n",
      "2016-11-24 .\n",
      "2016-11-25 1.0595\n",
      "2016-11-28 1.0576\n",
      "2016-11-29 1.0626\n",
      "2016-11-30 1.0578\n",
      "2016-12-01 1.0634\n",
      "2016-12-02 1.0666\n",
      "2016-12-05 1.0723\n",
      "2016-12-06 1.0717\n",
      "2016-12-07 1.0758\n",
      "2016-12-08 1.0625\n",
      "2016-12-09 1.0541\n",
      "2016-12-12 1.0606\n",
      "2016-12-13 1.0635\n",
      "2016-12-14 1.0656\n",
      "2016-12-15 1.0375\n",
      "2016-12-16 1.0456\n",
      "2016-12-19 1.0444\n",
      "2016-12-20 1.0390\n",
      "2016-12-21 1.0425\n",
      "2016-12-22 1.0452\n",
      "2016-12-23 1.0449\n",
      "2016-12-26 .\n",
      "2016-12-27 1.0458\n",
      "2016-12-28 1.0389\n",
      "2016-12-29 1.0486\n",
      "2016-12-30 1.0552\n",
      "2017-01-02 .\n",
      "2017-01-03 1.0416\n",
      "2017-01-04 1.0476\n",
      "2017-01-05 1.0598\n",
      "2017-01-06 1.0560\n",
      "2017-01-09 1.0576\n",
      "2017-01-10 1.0572\n",
      "2017-01-11 1.0501\n",
      "2017-01-12 1.0666\n",
      "2017-01-13 1.0625\n",
      "2017-01-16 .\n",
      "2017-01-17 1.0695\n",
      "2017-01-18 1.0682\n",
      "2017-01-19 1.0630\n",
      "2017-01-20 .\n",
      "2017-01-23 1.0740\n",
      "2017-01-24 1.0749\n",
      "2017-01-25 1.0743\n",
      "2017-01-26 1.0670\n",
      "2017-01-27 1.0690\n",
      "2017-01-30 1.0681\n",
      "2017-01-31 1.0794\n",
      "2017-02-01 1.0758\n",
      "2017-02-02 1.0802\n",
      "2017-02-03 1.0792\n",
      "2017-02-06 1.0731\n",
      "2017-02-07 1.0690\n",
      "2017-02-08 1.0708\n",
      "2017-02-09 1.0658\n",
      "2017-02-10 1.0650\n",
      "2017-02-13 1.0603\n",
      "2017-02-14 1.0577\n",
      "2017-02-15 1.0597\n",
      "2017-02-16 1.0660\n",
      "2017-02-17 1.0614\n",
      "2017-02-20 .\n",
      "2017-02-21 1.0551\n",
      "2017-02-22 1.0555\n",
      "2017-02-23 1.0586\n",
      "2017-02-24 1.0580\n",
      "2017-02-27 1.0624\n",
      "2017-02-28 1.0618\n",
      "2017-03-01 1.0564\n",
      "2017-03-02 1.0514\n",
      "2017-03-03 1.0552\n",
      "2017-03-06 1.0586\n",
      "2017-03-07 1.0582\n",
      "2017-03-08 1.0547\n",
      "2017-03-09 1.0586\n",
      "2017-03-10 1.0667\n",
      "2017-03-13 1.0670\n",
      "2017-03-14 1.0645\n",
      "2017-03-15 1.0630\n",
      "2017-03-16 1.0738\n",
      "2017-03-17 1.0742\n",
      "2017-03-20 1.0754\n",
      "2017-03-21 1.0810\n",
      "2017-03-22 1.0800\n",
      "2017-03-23 1.0787\n",
      "2017-03-24 1.0806\n",
      "2017-03-27 1.0882\n",
      "2017-03-28 1.0852\n",
      "2017-03-29 1.0756\n",
      "2017-03-30 1.0726\n",
      "2017-03-31 1.0698\n",
      "2017-04-03 1.0655\n",
      "2017-04-04 1.0664\n",
      "2017-04-05 1.0661\n",
      "2017-04-06 1.0651\n",
      "2017-04-07 1.0616\n",
      "2017-04-10 1.0606\n",
      "2017-04-11 1.0614\n",
      "2017-04-12 1.0611\n",
      "2017-04-13 1.0630\n",
      "2017-04-14 1.0625\n",
      "2017-04-17 1.0660\n",
      "2017-04-18 1.0706\n",
      "2017-04-19 1.0707\n",
      "2017-04-20 1.0758\n",
      "2017-04-21 1.0694\n",
      "2017-04-24 1.0846\n",
      "2017-04-25 1.0941\n",
      "2017-04-26 1.0872\n",
      "2017-04-27 1.0864\n",
      "2017-04-28 1.0895\n",
      "2017-05-01 1.0912\n",
      "2017-05-02 1.0910\n",
      "2017-05-03 1.0920\n",
      "2017-05-04 1.0967\n",
      "2017-05-05 1.0996\n",
      "2017-05-08 1.0928\n",
      "2017-05-09 1.0875\n",
      "2017-05-10 1.0873\n",
      "2017-05-11 1.0869\n",
      "2017-05-12 1.0926\n",
      "2017-05-15 1.0979\n",
      "2017-05-16 1.1072\n",
      "2017-05-17 1.1134\n",
      "2017-05-18 1.1130\n",
      "2017-05-19 1.1190\n",
      "2017-05-22 1.1236\n",
      "2017-05-23 1.1198\n",
      "2017-05-24 1.1175\n",
      "2017-05-25 1.1218\n",
      "2017-05-26 1.1170\n",
      "2017-05-29 .\n",
      "2017-05-30 1.1183\n",
      "2017-05-31 1.1236\n",
      "2017-06-01 1.1214\n",
      "2017-06-02 1.1270\n",
      "2017-06-05 1.1250\n",
      "2017-06-06 1.1266\n",
      "2017-06-07 1.1236\n",
      "2017-06-08 1.1217\n",
      "2017-06-09 1.1190\n",
      "2017-06-12 1.1204\n",
      "2017-06-13 1.1194\n",
      "2017-06-14 1.1277\n",
      "2017-06-15 1.1152\n",
      "2017-06-16 1.1194\n",
      "2017-06-19 1.1160\n",
      "2017-06-20 1.1124\n",
      "2017-06-21 1.1143\n",
      "2017-06-22 1.1148\n",
      "2017-06-23 1.1196\n",
      "2017-06-26 1.1196\n",
      "2017-06-27 1.1300\n",
      "2017-06-28 1.1364\n",
      "2017-06-29 1.1420\n",
      "2017-06-30 1.1411\n",
      "2017-07-03 1.1367\n",
      "2017-07-04 .\n",
      "2017-07-05 1.1336\n",
      "2017-07-06 1.1409\n",
      "2017-07-07 1.1396\n",
      "2017-07-10 1.1396\n",
      "2017-07-11 1.1430\n",
      "2017-07-12 1.1411\n",
      "2017-07-13 1.1385\n",
      "2017-07-14 1.1452\n",
      "2017-07-17 1.1470\n",
      "2017-07-18 1.1578\n",
      "2017-07-19 1.1518\n",
      "2017-07-20 1.1634\n",
      "2017-07-21 1.1655\n",
      "2017-07-24 1.1642\n",
      "2017-07-25 1.1656\n",
      "2017-07-26 1.1632\n",
      "2017-07-27 1.1656\n",
      "2017-07-28 1.1754\n",
      "2017-07-31 1.1826\n",
      "2017-08-01 1.1799\n",
      "2017-08-02 1.1861\n",
      "2017-08-03 1.1880\n",
      "2017-08-04 1.1754\n",
      "2017-08-07 1.1788\n",
      "2017-08-08 1.1724\n",
      "2017-08-09 1.1748\n",
      "2017-08-10 1.1751\n",
      "2017-08-11 1.1811\n",
      "2017-08-14 1.1786\n",
      "2017-08-15 1.1736\n",
      "2017-08-16 1.1703\n",
      "2017-08-17 1.1736\n",
      "2017-08-18 1.1748\n",
      "2017-08-21 1.1814\n",
      "2017-08-22 1.1762\n",
      "2017-08-23 1.1802\n",
      "2017-08-24 1.1801\n",
      "2017-08-25 1.1874\n",
      "2017-08-28 1.1973\n",
      "2017-08-29 1.2025\n",
      "2017-08-30 1.1927\n",
      "2017-08-31 1.1894\n",
      "2017-09-01 1.1878\n",
      "2017-09-04 .\n",
      "2017-09-05 1.1911\n",
      "2017-09-06 1.1943\n",
      "2017-09-07 1.2028\n",
      "2017-09-08 1.2041\n",
      "2017-09-11 1.1964\n",
      "2017-09-12 1.1968\n",
      "2017-09-13 1.1898\n",
      "2017-09-14 1.1886\n",
      "2017-09-15 1.1959\n",
      "2017-09-18 1.1938\n",
      "2017-09-19 1.1980\n",
      "2017-09-20 1.1998\n",
      "2017-09-21 1.1946\n",
      "2017-09-22 1.1969\n",
      "2017-09-25 1.1852\n",
      "2017-09-26 1.1772\n",
      "2017-09-27 1.1747\n",
      "2017-09-28 1.1776\n",
      "2017-09-29 1.1813\n",
      "2017-10-02 1.1745\n",
      "2017-10-03 1.1759\n",
      "2017-10-04 1.1760\n",
      "2017-10-05 1.1706\n",
      "2017-10-06 1.1732\n",
      "2017-10-09 .\n",
      "2017-10-10 1.1804\n",
      "2017-10-11 1.1847\n",
      "2017-10-12 1.1840\n",
      "2017-10-13 1.1837\n",
      "2017-10-16 1.1810\n",
      "2017-10-17 1.1754\n",
      "2017-10-18 1.1775\n",
      "2017-10-19 1.1842\n",
      "2017-10-20 1.1770\n",
      "2017-10-23 1.1762\n",
      "2017-10-24 1.1766\n",
      "2017-10-25 1.1802\n",
      "2017-10-26 1.1700\n",
      "2017-10-27 1.1580\n",
      "2017-10-30 1.1626\n",
      "2017-10-31 1.1648\n",
      "2017-11-01 1.1618\n",
      "2017-11-02 1.1672\n",
      "2017-11-03 1.1616\n",
      "2017-11-06 1.1600\n",
      "2017-11-07 1.1577\n",
      "2017-11-08 1.1591\n",
      "2017-11-09 1.1648\n",
      "2017-11-10 .\n",
      "2017-11-13 1.1656\n",
      "2017-11-14 1.1764\n",
      "2017-11-15 1.1794\n",
      "2017-11-16 1.1772\n",
      "2017-11-17 1.1799\n",
      "2017-11-20 1.1741\n",
      "2017-11-21 1.1741\n",
      "2017-11-22 1.1789\n",
      "2017-11-23 .\n",
      "2017-11-24 1.1936\n",
      "2017-11-27 1.1911\n",
      "2017-11-28 1.1878\n",
      "2017-11-29 1.1858\n",
      "2017-11-30 1.1898\n",
      "2017-12-01 1.1910\n",
      "2017-12-04 1.1848\n",
      "2017-12-05 1.1820\n",
      "2017-12-06 1.1788\n",
      "2017-12-07 1.1790\n",
      "2017-12-08 1.1761\n",
      "2017-12-11 1.1802\n",
      "2017-12-12 1.1725\n",
      "2017-12-13 1.1762\n",
      "2017-12-14 1.1778\n",
      "2017-12-15 1.1778\n",
      "2017-12-18 1.1804\n",
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      "2019-12-16 1.1139\n",
      "2019-12-17 1.1148\n",
      "2019-12-18 1.1113\n",
      "2019-12-19 1.1128\n",
      "2019-12-20 1.1076\n",
      "2019-12-23 1.1091\n",
      "2019-12-24 1.1084\n",
      "2019-12-25 .\n",
      "2019-12-26 1.1102\n",
      "2019-12-27 1.1174\n",
      "2019-12-30 1.1217\n",
      "2019-12-31 1.1227\n",
      "2020-01-01 .\n",
      "2020-01-02 1.1166\n",
      "2020-01-03 1.1173\n",
      "2020-01-06 1.1187\n",
      "2020-01-07 1.1138\n",
      "2020-01-08 1.1117\n",
      "2020-01-09 1.1106\n",
      "2020-01-10 1.1119\n",
      "2020-01-13 1.1138\n",
      "2020-01-14 1.113\n",
      "2020-01-15 1.116\n",
      "2020-01-16 1.1131\n",
      "2020-01-17 1.1093\n",
      "2020-01-20 .\n",
      "2020-01-21 1.1096\n",
      "2020-01-22 1.1085\n",
      "2020-01-23 1.1041\n",
      "2020-01-24 1.1026\n",
      "2020-01-27 1.1019\n",
      "2020-01-28 1.1008\n",
      "2020-01-29 1.1004\n",
      "2020-01-30 1.1032\n",
      "2020-01-31 1.1082\n",
      "2020-02-03 1.1062\n",
      "2020-02-04 1.1043\n",
      "2020-02-05 1.1006\n",
      "2020-02-06 1.0979\n",
      "2020-02-07 1.095\n",
      "2020-02-10 1.0916\n",
      "2020-02-11 1.0917\n",
      "2020-02-12 1.0893\n",
      "2020-02-13 1.0848\n",
      "2020-02-14 1.0839\n",
      "2020-02-17 .\n",
      "2020-02-18 1.0815\n",
      "2020-02-19 1.0794\n",
      "2020-02-20 1.0797\n",
      "2020-02-21 1.0855\n",
      "2020-02-24 1.0857\n",
      "2020-02-25 1.0868\n",
      "2020-02-26 1.0887\n",
      "2020-02-27 1.0977\n",
      "2020-02-28 1.1001\n",
      "2020-03-02 1.1164\n",
      "2020-03-03 1.1175\n",
      "2020-03-04 1.113\n",
      "2020-03-05 1.1202\n",
      "2020-03-06 1.1319\n",
      "2020-03-09 1.142\n",
      "2020-03-10 1.1342\n",
      "2020-03-11 1.128\n",
      "2020-03-12 1.1081\n",
      "2020-03-13 1.1066\n",
      "2020-03-16 1.1139\n",
      "2020-03-17 1.0971\n",
      "2020-03-18 1.0833\n",
      "2020-03-19 1.0699\n",
      "2020-03-20 1.0682\n",
      "2020-03-23 1.076\n",
      "2020-03-24 1.0794\n",
      "2020-03-25 1.0835\n",
      "2020-03-26 1.1025\n",
      "2020-03-27 1.1059\n",
      "2020-03-30 1.1018\n",
      "2020-03-31 1.1016\n",
      "2020-04-01 1.0934\n",
      "2020-04-02 1.0862\n",
      "2020-04-03 1.0797\n"
     ]
    }
   ],
   "source": [
    "with open(file_name) as f:\n",
    "    headers = next(f)\n",
    "    for row in f:\n",
    "        row = row.strip()\n",
    "        date, value_str = row.split(',')\n",
    "        print(date, value_str)\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:39:27.922484400Z",
     "start_time": "2023-10-31T11:39:27.915427500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[('2015-04-03', 1.099), ('2015-04-06', 1.1008), ('2015-04-07', 1.085), ('2015-04-08', 1.0818), ('2015-04-09', 1.0671), ('2015-04-10', 1.0598), ('2015-04-13', 1.0582), ('2015-04-14', 1.0672), ('2015-04-15', 1.0596), ('2015-04-16', 1.0742), ('2015-04-17', 1.078), ('2015-04-20', 1.0763), ('2015-04-21', 1.0758), ('2015-04-22', 1.0729), ('2015-04-23', 1.0803), ('2015-04-24', 1.0876), ('2015-04-27', 1.0892), ('2015-04-28', 1.0979), ('2015-04-29', 1.1174), ('2015-04-30', 1.1162), ('2015-05-01', 1.1194), ('2015-05-04', 1.1145), ('2015-05-05', 1.1174), ('2015-05-06', 1.1345), ('2015-05-07', 1.1283), ('2015-05-08', 1.1241), ('2015-05-11', 1.1142), ('2015-05-12', 1.124), ('2015-05-13', 1.1372), ('2015-05-14', 1.1368), ('2015-05-15', 1.1428), ('2015-05-18', 1.1354), ('2015-05-19', 1.1151), ('2015-05-20', 1.1079), ('2015-05-21', 1.1126), ('2015-05-22', 1.1033), ('2015-05-26', 1.0876), ('2015-05-27', 1.0888), ('2015-05-28', 1.0914), ('2015-05-29', 1.0994), ('2015-06-01', 1.0913), 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1.0974), ('2019-10-07', 1.0984), ('2019-10-08', 1.0949), ('2019-10-09', 1.0978), ('2019-10-10', 1.1018), ('2019-10-11', 1.1039), ('2019-10-15', 1.1036), ('2019-10-16', 1.1075), ('2019-10-17', 1.1129), ('2019-10-18', 1.1155), ('2019-10-21', 1.1145), ('2019-10-22', 1.1138), ('2019-10-23', 1.1118), ('2019-10-24', 1.1098), ('2019-10-25', 1.1081), ('2019-10-28', 1.1094), ('2019-10-29', 1.1117), ('2019-10-30', 1.1123), ('2019-10-31', 1.1155), ('2019-11-01', 1.1169), ('2019-11-04', 1.1144), ('2019-11-05', 1.107), ('2019-11-06', 1.1076), ('2019-11-07', 1.1045), ('2019-11-08', 1.1019), ('2019-11-12', 1.1017), ('2019-11-13', 1.1004), ('2019-11-14', 1.1016), ('2019-11-15', 1.1046), ('2019-11-18', 1.1079), ('2019-11-19', 1.1075), ('2019-11-20', 1.1063), ('2019-11-21', 1.1067), ('2019-11-22', 1.1029), ('2019-11-25', 1.1009), ('2019-11-26', 1.1012), ('2019-11-27', 1.1002), ('2019-11-29', 1.1019), ('2019-12-02', 1.1075), ('2019-12-03', 1.1089), ('2019-12-04', 1.1076), ('2019-12-05', 1.1104), ('2019-12-06', 1.1052), ('2019-12-09', 1.1067), ('2019-12-10', 1.109), ('2019-12-11', 1.1092), ('2019-12-12', 1.1115), ('2019-12-13', 1.1128), ('2019-12-16', 1.1139), ('2019-12-17', 1.1148), ('2019-12-18', 1.1113), ('2019-12-19', 1.1128), ('2019-12-20', 1.1076), ('2019-12-23', 1.1091), ('2019-12-24', 1.1084), ('2019-12-26', 1.1102), ('2019-12-27', 1.1174), ('2019-12-30', 1.1217), ('2019-12-31', 1.1227), ('2020-01-02', 1.1166), ('2020-01-03', 1.1173), ('2020-01-06', 1.1187), ('2020-01-07', 1.1138), ('2020-01-08', 1.1117), ('2020-01-09', 1.1106), ('2020-01-10', 1.1119), ('2020-01-13', 1.1138), ('2020-01-14', 1.113), ('2020-01-15', 1.116), ('2020-01-16', 1.1131), ('2020-01-17', 1.1093), ('2020-01-21', 1.1096), ('2020-01-22', 1.1085), ('2020-01-23', 1.1041), ('2020-01-24', 1.1026), ('2020-01-27', 1.1019), ('2020-01-28', 1.1008), ('2020-01-29', 1.1004), ('2020-01-30', 1.1032), ('2020-01-31', 1.1082), ('2020-02-03', 1.1062), ('2020-02-04', 1.1043), ('2020-02-05', 1.1006), ('2020-02-06', 1.0979), ('2020-02-07', 1.095), ('2020-02-10', 1.0916), ('2020-02-11', 1.0917), ('2020-02-12', 1.0893), ('2020-02-13', 1.0848), ('2020-02-14', 1.0839), ('2020-02-18', 1.0815), ('2020-02-19', 1.0794), ('2020-02-20', 1.0797), ('2020-02-21', 1.0855), ('2020-02-24', 1.0857), ('2020-02-25', 1.0868), ('2020-02-26', 1.0887), ('2020-02-27', 1.0977), ('2020-02-28', 1.1001), ('2020-03-02', 1.1164), ('2020-03-03', 1.1175), ('2020-03-04', 1.113), ('2020-03-05', 1.1202), ('2020-03-06', 1.1319), ('2020-03-09', 1.142), ('2020-03-10', 1.1342), ('2020-03-11', 1.128), ('2020-03-12', 1.1081), ('2020-03-13', 1.1066), ('2020-03-16', 1.1139), ('2020-03-17', 1.0971), ('2020-03-18', 1.0833), ('2020-03-19', 1.0699), ('2020-03-20', 1.0682), ('2020-03-23', 1.076), ('2020-03-24', 1.0794), ('2020-03-25', 1.0835), ('2020-03-26', 1.1025), ('2020-03-27', 1.1059), ('2020-03-30', 1.1018), ('2020-03-31', 1.1016), ('2020-04-01', 1.0934), ('2020-04-02', 1.0862), ('2020-04-03', 1.0797)]\n"
     ]
    }
   ],
   "source": [
    "data = []\n",
    "\n",
    "with open(file_name) as f:\n",
    "    headers = next(f)\n",
    "\n",
    "    for row in f:\n",
    "        row = row.strip()\n",
    "        date, value_str = row.split(',')\n",
    "        try:\n",
    "            value = float(value_str)\n",
    "            data.append((date, value))\n",
    "        except ValueError:\n",
    "            pass\n",
    "print(data)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:42:50.135848700Z",
     "start_time": "2023-10-31T11:42:50.067292600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "outputs": [],
   "source": [
    "f = open('test.csv', 'w')"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:44:58.155957600Z",
     "start_time": "2023-10-31T11:44:58.138956200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "outputs": [
    {
     "data": {
      "text/plain": "3"
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "f.write('abc')"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:45:04.757031200Z",
     "start_time": "2023-10-31T11:45:04.728030600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "outputs": [
    {
     "data": {
      "text/plain": "6"
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "f.write('123456')"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:45:19.701976800Z",
     "start_time": "2023-10-31T11:45:19.654917400Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "outputs": [],
   "source": [
    "f.close()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:45:46.453555300Z",
     "start_time": "2023-10-31T11:45:46.446573100Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['line 1line_2line_3']\n"
     ]
    }
   ],
   "source": [
    "with open('test.csv') as f:\n",
    "    print(f.readlines())"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:48:33.776363400Z",
     "start_time": "2023-10-31T11:48:33.751423300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "outputs": [],
   "source": [
    "with open('test.csv', 'w') as f:\n",
    "    f.write('abc\\n')\n",
    "    f.write('123456\\n')\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:49:20.745763800Z",
     "start_time": "2023-10-31T11:49:20.720726700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "outputs": [],
   "source": [
    "data = ['line 1\\n', 'line_2\\n', 'line_3\\n']"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:49:17.283226900Z",
     "start_time": "2023-10-31T11:49:17.270235800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "outputs": [],
   "source": [
    "with open('test.csv', 'w') as f:\n",
    "    f.writelines(data)\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:49:17.829062900Z",
     "start_time": "2023-10-31T11:49:17.810062600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "outputs": [],
   "source": [
    "with open('test.csv', 'w') as f:\n",
    "    f.write('\\n'.join(data))"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:50:18.576434300Z",
     "start_time": "2023-10-31T11:50:18.555385800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['line 1\\n', '\\n', 'line_2\\n', '\\n', 'line_3\\n']\n"
     ]
    }
   ],
   "source": [
    "with open('test.csv') as f:\n",
    "    print(f.readlines())"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:51:29.386712200Z",
     "start_time": "2023-10-31T11:51:29.360256800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "bogus",
     "output_type": "error",
     "traceback": [
      "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m",
      "\u001B[1;31mValueError\u001B[0m                                Traceback (most recent call last)",
      "\u001B[1;32m~\\AppData\\Local\\Temp\\ipykernel_67920\\502429391.py\u001B[0m in \u001B[0;36m<module>\u001B[1;34m\u001B[0m\n\u001B[0;32m      1\u001B[0m \u001B[1;32mwith\u001B[0m \u001B[0mopen\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;34m'test.csv'\u001B[0m\u001B[1;33m)\u001B[0m \u001B[1;32mas\u001B[0m \u001B[0mf\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[1;32m----> 2\u001B[1;33m     \u001B[1;32mraise\u001B[0m \u001B[0mValueError\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;34m'bogus'\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0m",
      "\u001B[1;31mValueError\u001B[0m: bogus"
     ]
    }
   ],
   "source": [
    "with open('test.csv') as f:\n",
    "    raise ValueError('bogus')"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:52:19.161369600Z",
     "start_time": "2023-10-31T11:52:19.135343Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "outputs": [
    {
     "data": {
      "text/plain": "True"
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "f.closed"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:52:38.684020300Z",
     "start_time": "2023-10-31T11:52:38.668104100Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "line 1\n",
      "\n",
      "line_2\n",
      "\n",
      "line_3\n"
     ]
    }
   ],
   "source": [
    "with open('test.csv') as f:\n",
    "    for line in f:\n",
    "        print(line.strip())"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:53:24.201018800Z",
     "start_time": "2023-10-31T11:53:24.144978400Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "outputs": [],
   "source": [
    "with open('test.csv', 'a') as f:\n",
    "    f.write('line4\\n')\n",
    "    f.write('line5\\n')\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:55:17.380078900Z",
     "start_time": "2023-10-31T11:55:17.326929700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['line 1\\n', '\\n', 'line_2\\n', '\\n', 'line_3\\n', 'line4\\n', 'line5\\n']\n"
     ]
    }
   ],
   "source": [
    "with open('test.csv') as f:\n",
    "    print(f.readlines())"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-31T11:55:53.123150800Z",
     "start_time": "2023-10-31T11:55:53.103173300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DATE,DEXUSEU\n",
      "2015-04-03,1.0990\n",
      "2015-04-06,1.1008\n",
      "2015-04-07,1.0850\n",
      "2015-04-08,1.0818\n"
     ]
    }
   ],
   "source": [
    "source_file = 'DEXUSEU.csv'\n",
    "with open(source_file) as f:\n",
    "    for _ in range(5):\n",
    "        print(next(f).strip())"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:12:58.932486800Z",
     "start_time": "2023-11-02T07:12:58.912488500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [],
   "source": [
    "target_file = 'output.csv'\n",
    "with open(source_file) as f:\n",
    "    data = f.readlines()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:14:07.715555Z",
     "start_time": "2023-11-02T07:14:07.708519800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [
    {
     "data": {
      "text/plain": "['DATE,DEXUSEU\\n',\n '2015-04-03,1.0990\\n',\n '2015-04-06,1.1008\\n',\n '2015-04-07,1.0850\\n',\n '2015-04-08,1.0818\\n']"
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[0:5]"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:14:16.590898100Z",
     "start_time": "2023-11-02T07:14:16.566864300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [],
   "source": [
    "del data[0]"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:14:34.850279Z",
     "start_time": "2023-11-02T07:14:34.826273700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [
    {
     "data": {
      "text/plain": "['2015-04-03,1.0990\\n',\n '2015-04-06,1.1008\\n',\n '2015-04-07,1.0850\\n',\n '2015-04-08,1.0818\\n',\n '2015-04-09,1.0671\\n']"
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[0:5]"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:14:41.729354500Z",
     "start_time": "2023-11-02T07:14:41.723329700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "outputs": [],
   "source": [
    "data = [line.strip() for line in data]"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:15:13.054552800Z",
     "start_time": "2023-11-02T07:15:13.047564500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [
    {
     "data": {
      "text/plain": "['2015-04-03,1.0990',\n '2015-04-06,1.1008',\n '2015-04-07,1.0850',\n '2015-04-08,1.0818',\n '2015-04-09,1.0671']"
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[0:5]"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:15:22.583316800Z",
     "start_time": "2023-11-02T07:15:22.576317200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [],
   "source": [
    "def split_date(dt_str):\n",
    "    return dt_str[:4], dt_str[5:7], dt_str[8:]"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:17:01.906578200Z",
     "start_time": "2023-11-02T07:17:01.886972500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "outputs": [
    {
     "data": {
      "text/plain": "('2015', '04', '03')"
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "split_date('2015-04-03')"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:17:13.022719600Z",
     "start_time": "2023-11-02T07:17:13.015656300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [],
   "source": [
    "def transform_row_for_output(row):\n",
    "    row = row.strip()\n",
    "    dt_str, rate = row.split(',')\n",
    "    year, month, day = split_date(dt_str)\n",
    "    result = ','.join([year, month, day, rate])\n",
    "    result += '\\n'\n",
    "    return result"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:24:53.046202700Z",
     "start_time": "2023-11-02T07:24:53.026733700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "outputs": [],
   "source": [
    "row = '2015-04-03, 1.0990\\n'"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:24:53.605935500Z",
     "start_time": "2023-11-02T07:24:53.583922800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "outputs": [
    {
     "data": {
      "text/plain": "'2015,04,03, 1.0990\\n'"
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "transform_row_for_output(row)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:27:13.834892500Z",
     "start_time": "2023-11-02T07:27:13.812527300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "outputs": [],
   "source": [
    "def transform_row_for_output(row):\n",
    "    row = row.strip()\n",
    "    dt_str, rate = row.split(',')\n",
    "    try:\n",
    "        float(rate)\n",
    "    except ValueError:\n",
    "        return ''\n",
    "    year, month, day = split_date(dt_str)\n",
    "    result = ','.join([year, month, day, rate])\n",
    "    result += '\\n'\n",
    "    return result"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:31:46.829867700Z",
     "start_time": "2023-11-02T07:31:46.813587700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "outputs": [],
   "source": [
    "row = '2015-04-03,.\\n'"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:31:47.553199700Z",
     "start_time": "2023-11-02T07:31:47.542180700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "print(transform_row_for_output(row))"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:31:48.184702600Z",
     "start_time": "2023-11-02T07:31:48.177698400Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "outputs": [],
   "source": [
    "row = '2015-04-03,1.0990\\n'\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:31:48.867299900Z",
     "start_time": "2023-11-02T07:31:48.847294500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015,04,03,1.0990\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(transform_row_for_output(row))\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:31:49.561430600Z",
     "start_time": "2023-11-02T07:31:49.532396200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "outputs": [],
   "source": [
    "with open(source_file) as f:\n",
    "    data = f.readlines()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:32:36.928727400Z",
     "start_time": "2023-11-02T07:32:36.912716600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "outputs": [],
   "source": [
    "del data[0]"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:32:45.451764800Z",
     "start_time": "2023-11-02T07:32:45.434759200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "outputs": [],
   "source": [
    "with open(target_file, 'w') as f:\n",
    "    f.write('YEAR,Month,DAY,EXCH\\n')\n",
    "    for row in data:\n",
    "        f.write(transform_row_for_output(row))"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:34:25.019208300Z",
     "start_time": "2023-11-02T07:34:24.984209600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEAR,Month,DAY,EXCH\n",
      "2015,04,03,1.0990\n",
      "2015,04,06,1.1008\n",
      "2015,04,07,1.0850\n",
      "2015,04,08,1.0818\n",
      "2015,04,09,1.0671\n",
      "2015,04,10,1.0598\n",
      "2015,04,13,1.0582\n",
      "2015,04,14,1.0672\n",
      "2015,04,15,1.0596\n",
      "2015,04,16,1.0742\n",
      "2015,04,17,1.0780\n",
      "2015,04,20,1.0763\n",
      "2015,04,21,1.0758\n",
      "2015,04,22,1.0729\n",
      "2015,04,23,1.0803\n",
      "2015,04,24,1.0876\n",
      "2015,04,27,1.0892\n",
      "2015,04,28,1.0979\n",
      "2015,04,29,1.1174\n",
      "2015,04,30,1.1162\n",
      "2015,05,01,1.1194\n",
      "2015,05,04,1.1145\n",
      "2015,05,05,1.1174\n",
      "2015,05,06,1.1345\n",
      "2015,05,07,1.1283\n",
      "2015,05,08,1.1241\n",
      "2015,05,11,1.1142\n",
      "2015,05,12,1.1240\n",
      "2015,05,13,1.1372\n",
      "2015,05,14,1.1368\n",
      "2015,05,15,1.1428\n",
      "2015,05,18,1.1354\n",
      "2015,05,19,1.1151\n",
      "2015,05,20,1.1079\n",
      "2015,05,21,1.1126\n",
      "2015,05,22,1.1033\n",
      "2015,05,26,1.0876\n",
      "2015,05,27,1.0888\n",
      "2015,05,28,1.0914\n",
      "2015,05,29,1.0994\n",
      "2015,06,01,1.0913\n",
      "2015,06,02,1.1130\n",
      "2015,06,03,1.1285\n",
      "2015,06,04,1.1271\n",
      "2015,06,05,1.1108\n",
      "2015,06,08,1.1232\n",
      "2015,06,09,1.1284\n",
      "2015,06,10,1.1307\n",
      "2015,06,11,1.1236\n",
      "2015,06,12,1.1278\n",
      "2015,06,15,1.1266\n",
      "2015,06,16,1.1238\n",
      "2015,06,17,1.1244\n",
      "2015,06,18,1.1404\n",
      "2015,06,19,1.1335\n",
      "2015,06,22,1.1378\n",
      "2015,06,23,1.1190\n",
      "2015,06,24,1.1178\n",
      "2015,06,25,1.1196\n",
      "2015,06,26,1.1156\n",
      "2015,06,29,1.1180\n",
      "2015,06,30,1.1154\n",
      "2015,07,01,1.1084\n",
      "2015,07,02,1.1090\n",
      "2015,07,06,1.1076\n",
      "2015,07,07,1.0952\n",
      "2015,07,08,1.1072\n",
      "2015,07,09,1.1025\n",
      "2015,07,10,1.1150\n",
      "2015,07,13,1.1020\n",
      "2015,07,14,1.1015\n",
      "2015,07,15,1.0965\n",
      "2015,07,16,1.0898\n",
      "2015,07,17,1.0848\n",
      "2015,07,20,1.0850\n",
      "2015,07,21,1.0927\n",
      "2015,07,22,1.0884\n",
      "2015,07,23,1.0976\n",
      "2015,07,24,1.0976\n",
      "2015,07,27,1.1112\n",
      "2015,07,28,1.1055\n",
      "2015,07,29,1.1026\n",
      "2015,07,30,1.0914\n",
      "2015,07,31,1.1028\n",
      "2015,08,03,1.0962\n",
      "2015,08,04,1.0953\n",
      "2015,08,05,1.0868\n",
      "2015,08,06,1.0922\n",
      "2015,08,07,1.0958\n",
      "2015,08,10,1.0994\n",
      "2015,08,11,1.1042\n",
      "2015,08,12,1.1198\n",
      "2015,08,13,1.1144\n",
      "2015,08,14,1.1110\n",
      "2015,08,17,1.1078\n",
      "2015,08,18,1.1028\n",
      "2015,08,19,1.1061\n",
      "2015,08,20,1.1200\n",
      "2015,08,21,1.1356\n",
      "2015,08,24,1.1580\n",
      "2015,08,25,1.1410\n",
      "2015,08,26,1.1390\n",
      "2015,08,27,1.1239\n",
      "2015,08,28,1.1172\n",
      "2015,08,31,1.1194\n",
      "2015,09,01,1.1263\n",
      "2015,09,02,1.1242\n",
      "2015,09,03,1.1104\n",
      "2015,09,04,1.1117\n",
      "2015,09,08,1.1182\n",
      "2015,09,09,1.1165\n",
      "2015,09,10,1.1262\n",
      "2015,09,11,1.1338\n",
      "2015,09,14,1.1307\n",
      "2015,09,15,1.1260\n",
      "2015,09,16,1.1304\n",
      "2015,09,17,1.1312\n",
      "2015,09,18,1.1358\n",
      "2015,09,21,1.1204\n",
      "2015,09,22,1.1133\n",
      "2015,09,23,1.1160\n",
      "2015,09,24,1.1252\n",
      "2015,09,25,1.1192\n",
      "2015,09,28,1.1236\n",
      "2015,09,29,1.1246\n",
      "2015,09,30,1.1162\n",
      "2015,10,01,1.1200\n",
      "2015,10,02,1.1276\n",
      "2015,10,05,1.1200\n",
      "2015,10,06,1.1266\n",
      "2015,10,07,1.1249\n",
      "2015,10,08,1.1282\n",
      "2015,10,09,1.1363\n",
      "2015,10,13,1.1382\n",
      "2015,10,14,1.1437\n",
      "2015,10,15,1.1418\n",
      "2015,10,16,1.1360\n",
      "2015,10,19,1.1320\n",
      "2015,10,20,1.1359\n",
      "2015,10,21,1.1345\n",
      "2015,10,22,1.1140\n",
      "2015,10,23,1.1016\n",
      "2015,10,26,1.1051\n",
      "2015,10,27,1.1052\n",
      "2015,10,28,1.1066\n",
      "2015,10,29,1.0963\n",
      "2015,10,30,1.1042\n",
      "2015,11,02,1.1026\n",
      "2015,11,03,1.0946\n",
      "2015,11,04,1.0861\n",
      "2015,11,05,1.0869\n",
      "2015,11,06,1.0746\n",
      "2015,11,09,1.0767\n",
      "2015,11,10,1.0686\n",
      "2015,11,12,1.0768\n",
      "2015,11,13,1.0722\n",
      "2015,11,16,1.0708\n",
      "2015,11,17,1.0634\n",
      "2015,11,18,1.0638\n",
      "2015,11,19,1.0746\n",
      "2015,11,20,1.0660\n",
      "2015,11,23,1.0602\n",
      "2015,11,24,1.0652\n",
      "2015,11,25,1.0616\n",
      "2015,11,27,1.0596\n",
      "2015,11,30,1.0562\n",
      "2015,12,01,1.0620\n",
      "2015,12,02,1.0573\n",
      "2015,12,03,1.0902\n",
      "2015,12,04,1.0884\n",
      "2015,12,07,1.0840\n",
      "2015,12,08,1.0876\n",
      "2015,12,09,1.0984\n",
      "2015,12,10,1.0948\n",
      "2015,12,11,1.1002\n",
      "2015,12,14,1.1025\n",
      "2015,12,15,1.0911\n",
      "2015,12,16,1.0937\n",
      "2015,12,17,1.0804\n",
      "2015,12,18,1.0847\n",
      "2015,12,21,1.0920\n",
      "2015,12,22,1.0978\n",
      "2015,12,23,1.0875\n",
      "2015,12,24,1.0955\n",
      "2015,12,28,1.0983\n",
      "2015,12,29,1.0916\n",
      "2015,12,30,1.0912\n",
      "2015,12,31,1.0859\n",
      "2016,01,04,1.0803\n",
      "2016,01,05,1.0743\n",
      "2016,01,06,1.0762\n",
      "2016,01,07,1.0860\n",
      "2016,01,08,1.0885\n",
      "2016,01,11,1.0878\n",
      "2016,01,12,1.0837\n",
      "2016,01,13,1.0862\n",
      "2016,01,14,1.0862\n",
      "2016,01,15,1.0964\n",
      "2016,01,19,1.0906\n",
      "2016,01,20,1.0908\n",
      "2016,01,21,1.0833\n",
      "2016,01,22,1.0814\n",
      "2016,01,25,1.0832\n",
      "2016,01,26,1.0846\n",
      "2016,01,27,1.0867\n",
      "2016,01,28,1.0952\n",
      "2016,01,29,1.0832\n",
      "2016,02,01,1.0888\n",
      "2016,02,02,1.0908\n",
      "2016,02,03,1.1051\n",
      "2016,02,04,1.1199\n",
      "2016,02,05,1.1131\n",
      "2016,02,08,1.1170\n",
      "2016,02,09,1.1300\n",
      "2016,02,10,1.1222\n",
      "2016,02,11,1.1362\n",
      "2016,02,12,1.1235\n",
      "2016,02,16,1.1140\n",
      "2016,02,17,1.1140\n",
      "2016,02,18,1.1092\n",
      "2016,02,19,1.1127\n",
      "2016,02,22,1.1018\n",
      "2016,02,23,1.1016\n",
      "2016,02,24,1.1021\n",
      "2016,02,25,1.1026\n",
      "2016,02,26,1.0932\n",
      "2016,02,29,1.0868\n",
      "2016,03,01,1.0847\n",
      "2016,03,02,1.0845\n",
      "2016,03,03,1.0948\n",
      "2016,03,04,1.1010\n",
      "2016,03,07,1.1004\n",
      "2016,03,08,1.1028\n",
      "2016,03,09,1.1022\n",
      "2016,03,10,1.1162\n",
      "2016,03,11,1.1180\n",
      "2016,03,14,1.1107\n",
      "2016,03,15,1.1112\n",
      "2016,03,16,1.1075\n",
      "2016,03,17,1.1316\n",
      "2016,03,18,1.1292\n",
      "2016,03,21,1.1260\n",
      "2016,03,22,1.1228\n",
      "2016,03,23,1.1174\n",
      "2016,03,24,1.1163\n",
      "2016,03,25,1.1164\n",
      "2016,03,28,1.1210\n",
      "2016,03,29,1.1204\n",
      "2016,03,30,1.1330\n",
      "2016,03,31,1.1390\n",
      "2016,04,01,1.1385\n",
      "2016,04,04,1.1386\n",
      "2016,04,05,1.1374\n",
      "2016,04,06,1.1430\n",
      "2016,04,07,1.1386\n",
      "2016,04,08,1.1406\n",
      "2016,04,11,1.1412\n",
      "2016,04,12,1.1395\n",
      "2016,04,13,1.1281\n",
      "2016,04,14,1.1262\n",
      "2016,04,15,1.1295\n",
      "2016,04,18,1.1322\n",
      "2016,04,19,1.1375\n",
      "2016,04,20,1.1330\n",
      "2016,04,21,1.1301\n",
      "2016,04,22,1.1239\n",
      "2016,04,25,1.1274\n",
      "2016,04,26,1.1318\n",
      "2016,04,27,1.1322\n",
      "2016,04,28,1.1325\n",
      "2016,04,29,1.1441\n",
      "2016,05,02,1.1516\n",
      "2016,05,03,1.1508\n",
      "2016,05,04,1.1486\n",
      "2016,05,05,1.1404\n",
      "2016,05,06,1.1421\n",
      "2016,05,09,1.1402\n",
      "2016,05,10,1.1386\n",
      "2016,05,11,1.1444\n",
      "2016,05,12,1.1380\n",
      "2016,05,13,1.1294\n",
      "2016,05,16,1.1328\n",
      "2016,05,17,1.1337\n",
      "2016,05,18,1.1276\n",
      "2016,05,19,1.1214\n",
      "2016,05,20,1.1207\n",
      "2016,05,23,1.1192\n",
      "2016,05,24,1.1145\n",
      "2016,05,25,1.1154\n",
      "2016,05,26,1.1184\n",
      "2016,05,27,1.1140\n",
      "2016,05,31,1.1135\n",
      "2016,06,01,1.1165\n",
      "2016,06,02,1.1157\n",
      "2016,06,03,1.1330\n",
      "2016,06,06,1.1354\n",
      "2016,06,07,1.1350\n",
      "2016,06,08,1.1400\n",
      "2016,06,09,1.1329\n",
      "2016,06,10,1.1281\n",
      "2016,06,13,1.1282\n",
      "2016,06,14,1.1206\n",
      "2016,06,15,1.1239\n",
      "2016,06,16,1.1158\n",
      "2016,06,17,1.1256\n",
      "2016,06,20,1.1318\n",
      "2016,06,21,1.1262\n",
      "2016,06,22,1.1286\n",
      "2016,06,23,1.1373\n",
      "2016,06,24,1.1126\n",
      "2016,06,27,1.1024\n",
      "2016,06,28,1.1054\n",
      "2016,06,29,1.1117\n",
      "2016,06,30,1.1032\n",
      "2016,07,01,1.1145\n",
      "2016,07,05,1.1080\n",
      "2016,07,06,1.1077\n",
      "2016,07,07,1.1065\n",
      "2016,07,08,1.1038\n",
      "2016,07,11,1.1045\n",
      "2016,07,12,1.1074\n",
      "2016,07,13,1.1112\n",
      "2016,07,14,1.1109\n",
      "2016,07,15,1.1059\n",
      "2016,07,18,1.1076\n",
      "2016,07,19,1.1014\n",
      "2016,07,20,1.1007\n",
      "2016,07,21,1.1016\n",
      "2016,07,22,1.0968\n",
      "2016,07,25,1.0980\n",
      "2016,07,26,1.0984\n",
      "2016,07,27,1.0988\n",
      "2016,07,28,1.1094\n",
      "2016,07,29,1.1168\n",
      "2016,08,01,1.1176\n",
      "2016,08,02,1.1225\n",
      "2016,08,03,1.1170\n",
      "2016,08,04,1.1134\n",
      "2016,08,05,1.1080\n",
      "2016,08,08,1.1078\n",
      "2016,08,09,1.1110\n",
      "2016,08,10,1.1171\n",
      "2016,08,11,1.1168\n",
      "2016,08,12,1.1172\n",
      "2016,08,15,1.1199\n",
      "2016,08,16,1.1277\n",
      "2016,08,17,1.1263\n",
      "2016,08,18,1.1334\n",
      "2016,08,19,1.1326\n",
      "2016,08,22,1.1314\n",
      "2016,08,23,1.1308\n",
      "2016,08,24,1.1256\n",
      "2016,08,25,1.1274\n",
      "2016,08,26,1.1237\n",
      "2016,08,29,1.1182\n",
      "2016,08,30,1.1150\n",
      "2016,08,31,1.1146\n",
      "2016,09,01,1.1194\n",
      "2016,09,02,1.1158\n",
      "2016,09,06,1.1237\n",
      "2016,09,07,1.1238\n",
      "2016,09,08,1.1256\n",
      "2016,09,09,1.1214\n",
      "2016,09,12,1.1230\n",
      "2016,09,13,1.1242\n",
      "2016,09,14,1.1271\n",
      "2016,09,15,1.1246\n",
      "2016,09,16,1.1160\n",
      "2016,09,19,1.1179\n",
      "2016,09,20,1.1172\n",
      "2016,09,21,1.1165\n",
      "2016,09,22,1.1229\n",
      "2016,09,23,1.1223\n",
      "2016,09,26,1.1270\n",
      "2016,09,27,1.1208\n",
      "2016,09,28,1.1200\n",
      "2016,09,29,1.1244\n",
      "2016,09,30,1.1238\n",
      "2016,10,03,1.1210\n",
      "2016,10,04,1.1212\n",
      "2016,10,05,1.1196\n",
      "2016,10,06,1.1158\n",
      "2016,10,07,1.1156\n",
      "2016,10,11,1.1062\n",
      "2016,10,12,1.1014\n",
      "2016,10,13,1.1038\n",
      "2016,10,14,1.0985\n",
      "2016,10,17,1.1000\n",
      "2016,10,18,1.0997\n",
      "2016,10,19,1.0966\n",
      "2016,10,20,1.0934\n",
      "2016,10,21,1.0866\n",
      "2016,10,24,1.0888\n",
      "2016,10,25,1.0890\n",
      "2016,10,26,1.0916\n",
      "2016,10,27,1.0904\n",
      "2016,10,28,1.0934\n",
      "2016,10,31,1.0962\n",
      "2016,11,01,1.1042\n",
      "2016,11,02,1.1119\n",
      "2016,11,03,1.1094\n",
      "2016,11,04,1.1121\n",
      "2016,11,07,1.1038\n",
      "2016,11,08,1.1034\n",
      "2016,11,09,1.0952\n",
      "2016,11,10,1.0882\n",
      "2016,11,14,1.0723\n",
      "2016,11,15,1.0726\n",
      "2016,11,16,1.0699\n",
      "2016,11,17,1.0656\n",
      "2016,11,18,1.0600\n",
      "2016,11,21,1.0597\n",
      "2016,11,22,1.0618\n",
      "2016,11,23,1.0560\n",
      "2016,11,25,1.0595\n",
      "2016,11,28,1.0576\n",
      "2016,11,29,1.0626\n",
      "2016,11,30,1.0578\n",
      "2016,12,01,1.0634\n",
      "2016,12,02,1.0666\n",
      "2016,12,05,1.0723\n",
      "2016,12,06,1.0717\n",
      "2016,12,07,1.0758\n",
      "2016,12,08,1.0625\n",
      "2016,12,09,1.0541\n",
      "2016,12,12,1.0606\n",
      "2016,12,13,1.0635\n",
      "2016,12,14,1.0656\n",
      "2016,12,15,1.0375\n",
      "2016,12,16,1.0456\n",
      "2016,12,19,1.0444\n",
      "2016,12,20,1.0390\n",
      "2016,12,21,1.0425\n",
      "2016,12,22,1.0452\n",
      "2016,12,23,1.0449\n",
      "2016,12,27,1.0458\n",
      "2016,12,28,1.0389\n",
      "2016,12,29,1.0486\n",
      "2016,12,30,1.0552\n",
      "2017,01,03,1.0416\n",
      "2017,01,04,1.0476\n",
      "2017,01,05,1.0598\n",
      "2017,01,06,1.0560\n",
      "2017,01,09,1.0576\n",
      "2017,01,10,1.0572\n",
      "2017,01,11,1.0501\n",
      "2017,01,12,1.0666\n",
      "2017,01,13,1.0625\n",
      "2017,01,17,1.0695\n",
      "2017,01,18,1.0682\n",
      "2017,01,19,1.0630\n",
      "2017,01,23,1.0740\n",
      "2017,01,24,1.0749\n",
      "2017,01,25,1.0743\n",
      "2017,01,26,1.0670\n",
      "2017,01,27,1.0690\n",
      "2017,01,30,1.0681\n",
      "2017,01,31,1.0794\n",
      "2017,02,01,1.0758\n",
      "2017,02,02,1.0802\n",
      "2017,02,03,1.0792\n",
      "2017,02,06,1.0731\n",
      "2017,02,07,1.0690\n",
      "2017,02,08,1.0708\n",
      "2017,02,09,1.0658\n",
      "2017,02,10,1.0650\n",
      "2017,02,13,1.0603\n",
      "2017,02,14,1.0577\n",
      "2017,02,15,1.0597\n",
      "2017,02,16,1.0660\n",
      "2017,02,17,1.0614\n",
      "2017,02,21,1.0551\n",
      "2017,02,22,1.0555\n",
      "2017,02,23,1.0586\n",
      "2017,02,24,1.0580\n",
      "2017,02,27,1.0624\n",
      "2017,02,28,1.0618\n",
      "2017,03,01,1.0564\n",
      "2017,03,02,1.0514\n",
      "2017,03,03,1.0552\n",
      "2017,03,06,1.0586\n",
      "2017,03,07,1.0582\n",
      "2017,03,08,1.0547\n",
      "2017,03,09,1.0586\n",
      "2017,03,10,1.0667\n",
      "2017,03,13,1.0670\n",
      "2017,03,14,1.0645\n",
      "2017,03,15,1.0630\n",
      "2017,03,16,1.0738\n",
      "2017,03,17,1.0742\n",
      "2017,03,20,1.0754\n",
      "2017,03,21,1.0810\n",
      "2017,03,22,1.0800\n",
      "2017,03,23,1.0787\n",
      "2017,03,24,1.0806\n",
      "2017,03,27,1.0882\n",
      "2017,03,28,1.0852\n",
      "2017,03,29,1.0756\n",
      "2017,03,30,1.0726\n",
      "2017,03,31,1.0698\n",
      "2017,04,03,1.0655\n",
      "2017,04,04,1.0664\n",
      "2017,04,05,1.0661\n",
      "2017,04,06,1.0651\n",
      "2017,04,07,1.0616\n",
      "2017,04,10,1.0606\n",
      "2017,04,11,1.0614\n",
      "2017,04,12,1.0611\n",
      "2017,04,13,1.0630\n",
      "2017,04,14,1.0625\n",
      "2017,04,17,1.0660\n",
      "2017,04,18,1.0706\n",
      "2017,04,19,1.0707\n",
      "2017,04,20,1.0758\n",
      "2017,04,21,1.0694\n",
      "2017,04,24,1.0846\n",
      "2017,04,25,1.0941\n",
      "2017,04,26,1.0872\n",
      "2017,04,27,1.0864\n",
      "2017,04,28,1.0895\n",
      "2017,05,01,1.0912\n",
      "2017,05,02,1.0910\n",
      "2017,05,03,1.0920\n",
      "2017,05,04,1.0967\n",
      "2017,05,05,1.0996\n",
      "2017,05,08,1.0928\n",
      "2017,05,09,1.0875\n",
      "2017,05,10,1.0873\n",
      "2017,05,11,1.0869\n",
      "2017,05,12,1.0926\n",
      "2017,05,15,1.0979\n",
      "2017,05,16,1.1072\n",
      "2017,05,17,1.1134\n",
      "2017,05,18,1.1130\n",
      "2017,05,19,1.1190\n",
      "2017,05,22,1.1236\n",
      "2017,05,23,1.1198\n",
      "2017,05,24,1.1175\n",
      "2017,05,25,1.1218\n",
      "2017,05,26,1.1170\n",
      "2017,05,30,1.1183\n",
      "2017,05,31,1.1236\n",
      "2017,06,01,1.1214\n",
      "2017,06,02,1.1270\n",
      "2017,06,05,1.1250\n",
      "2017,06,06,1.1266\n",
      "2017,06,07,1.1236\n",
      "2017,06,08,1.1217\n",
      "2017,06,09,1.1190\n",
      "2017,06,12,1.1204\n",
      "2017,06,13,1.1194\n",
      "2017,06,14,1.1277\n",
      "2017,06,15,1.1152\n",
      "2017,06,16,1.1194\n",
      "2017,06,19,1.1160\n",
      "2017,06,20,1.1124\n",
      "2017,06,21,1.1143\n",
      "2017,06,22,1.1148\n",
      "2017,06,23,1.1196\n",
      "2017,06,26,1.1196\n",
      "2017,06,27,1.1300\n",
      "2017,06,28,1.1364\n",
      "2017,06,29,1.1420\n",
      "2017,06,30,1.1411\n",
      "2017,07,03,1.1367\n",
      "2017,07,05,1.1336\n",
      "2017,07,06,1.1409\n",
      "2017,07,07,1.1396\n",
      "2017,07,10,1.1396\n",
      "2017,07,11,1.1430\n",
      "2017,07,12,1.1411\n",
      "2017,07,13,1.1385\n",
      "2017,07,14,1.1452\n",
      "2017,07,17,1.1470\n",
      "2017,07,18,1.1578\n",
      "2017,07,19,1.1518\n",
      "2017,07,20,1.1634\n",
      "2017,07,21,1.1655\n",
      "2017,07,24,1.1642\n",
      "2017,07,25,1.1656\n",
      "2017,07,26,1.1632\n",
      "2017,07,27,1.1656\n",
      "2017,07,28,1.1754\n",
      "2017,07,31,1.1826\n",
      "2017,08,01,1.1799\n",
      "2017,08,02,1.1861\n",
      "2017,08,03,1.1880\n",
      "2017,08,04,1.1754\n",
      "2017,08,07,1.1788\n",
      "2017,08,08,1.1724\n",
      "2017,08,09,1.1748\n",
      "2017,08,10,1.1751\n",
      "2017,08,11,1.1811\n",
      "2017,08,14,1.1786\n",
      "2017,08,15,1.1736\n",
      "2017,08,16,1.1703\n",
      "2017,08,17,1.1736\n",
      "2017,08,18,1.1748\n",
      "2017,08,21,1.1814\n",
      "2017,08,22,1.1762\n",
      "2017,08,23,1.1802\n",
      "2017,08,24,1.1801\n",
      "2017,08,25,1.1874\n",
      "2017,08,28,1.1973\n",
      "2017,08,29,1.2025\n",
      "2017,08,30,1.1927\n",
      "2017,08,31,1.1894\n",
      "2017,09,01,1.1878\n",
      "2017,09,05,1.1911\n",
      "2017,09,06,1.1943\n",
      "2017,09,07,1.2028\n",
      "2017,09,08,1.2041\n",
      "2017,09,11,1.1964\n",
      "2017,09,12,1.1968\n",
      "2017,09,13,1.1898\n",
      "2017,09,14,1.1886\n",
      "2017,09,15,1.1959\n",
      "2017,09,18,1.1938\n",
      "2017,09,19,1.1980\n",
      "2017,09,20,1.1998\n",
      "2017,09,21,1.1946\n",
      "2017,09,22,1.1969\n",
      "2017,09,25,1.1852\n",
      "2017,09,26,1.1772\n",
      "2017,09,27,1.1747\n",
      "2017,09,28,1.1776\n",
      "2017,09,29,1.1813\n",
      "2017,10,02,1.1745\n",
      "2017,10,03,1.1759\n",
      "2017,10,04,1.1760\n",
      "2017,10,05,1.1706\n",
      "2017,10,06,1.1732\n",
      "2017,10,10,1.1804\n",
      "2017,10,11,1.1847\n",
      "2017,10,12,1.1840\n",
      "2017,10,13,1.1837\n",
      "2017,10,16,1.1810\n",
      "2017,10,17,1.1754\n",
      "2017,10,18,1.1775\n",
      "2017,10,19,1.1842\n",
      "2017,10,20,1.1770\n",
      "2017,10,23,1.1762\n",
      "2017,10,24,1.1766\n",
      "2017,10,25,1.1802\n",
      "2017,10,26,1.1700\n",
      "2017,10,27,1.1580\n",
      "2017,10,30,1.1626\n",
      "2017,10,31,1.1648\n",
      "2017,11,01,1.1618\n",
      "2017,11,02,1.1672\n",
      "2017,11,03,1.1616\n",
      "2017,11,06,1.1600\n",
      "2017,11,07,1.1577\n",
      "2017,11,08,1.1591\n",
      "2017,11,09,1.1648\n",
      "2017,11,13,1.1656\n",
      "2017,11,14,1.1764\n",
      "2017,11,15,1.1794\n",
      "2017,11,16,1.1772\n",
      "2017,11,17,1.1799\n",
      "2017,11,20,1.1741\n",
      "2017,11,21,1.1741\n",
      "2017,11,22,1.1789\n",
      "2017,11,24,1.1936\n",
      "2017,11,27,1.1911\n",
      "2017,11,28,1.1878\n",
      "2017,11,29,1.1858\n",
      "2017,11,30,1.1898\n",
      "2017,12,01,1.1910\n",
      "2017,12,04,1.1848\n",
      "2017,12,05,1.1820\n",
      "2017,12,06,1.1788\n",
      "2017,12,07,1.1790\n",
      "2017,12,08,1.1761\n",
      "2017,12,11,1.1802\n",
      "2017,12,12,1.1725\n",
      "2017,12,13,1.1762\n",
      "2017,12,14,1.1778\n",
      "2017,12,15,1.1778\n",
      "2017,12,18,1.1804\n",
      "2017,12,19,1.1822\n",
      "2017,12,20,1.1881\n",
      "2017,12,21,1.1872\n",
      "2017,12,22,1.1839\n",
      "2017,12,26,1.1867\n",
      "2017,12,27,1.1902\n",
      "2017,12,28,1.1952\n",
      "2017,12,29,1.2022\n",
      "2018,01,02,1.2050\n",
      "2018,01,03,1.2030\n",
      "2018,01,04,1.2064\n",
      "2018,01,05,1.2039\n",
      "2018,01,08,1.1973\n",
      "2018,01,09,1.1922\n",
      "2018,01,10,1.1958\n",
      "2018,01,11,1.2035\n",
      "2018,01,12,1.2130\n",
      "2018,01,16,1.2244\n",
      "2018,01,17,1.2229\n",
      "2018,01,18,1.2238\n",
      "2018,01,19,1.2238\n",
      "2018,01,22,1.2230\n",
      "2018,01,23,1.2277\n",
      "2018,01,24,1.2390\n",
      "2018,01,25,1.2488\n",
      "2018,01,26,1.2422\n",
      "2018,01,29,1.2352\n",
      "2018,01,30,1.2390\n",
      "2018,01,31,1.2428\n",
      "2018,02,01,1.2482\n",
      "2018,02,02,1.2446\n",
      "2018,02,05,1.2418\n",
      "2018,02,06,1.2381\n",
      "2018,02,07,1.2281\n",
      "2018,02,08,1.2238\n",
      "2018,02,09,1.2226\n",
      "2018,02,12,1.2267\n",
      "2018,02,13,1.2363\n",
      "2018,02,14,1.2396\n",
      "2018,02,15,1.2482\n",
      "2018,02,16,1.2442\n",
      "2018,02,20,1.2348\n",
      "2018,02,21,1.2314\n",
      "2018,02,22,1.2326\n",
      "2018,02,23,1.2298\n",
      "2018,02,26,1.2296\n",
      "2018,02,27,1.2239\n",
      "2018,02,28,1.2211\n",
      "2018,03,01,1.2216\n",
      "2018,03,02,1.2314\n",
      "2018,03,05,1.233\n",
      "2018,03,06,1.2415\n",
      "2018,03,07,1.2397\n",
      "2018,03,08,1.2314\n",
      "2018,03,09,1.2326\n",
      "2018,03,12,1.2318\n",
      "2018,03,13,1.2398\n",
      "2018,03,14,1.2362\n",
      "2018,03,15,1.2321\n",
      "2018,03,16,1.228\n",
      "2018,03,19,1.2329\n",
      "2018,03,20,1.2271\n",
      "2018,03,21,1.2268\n",
      "2018,03,22,1.231\n",
      "2018,03,23,1.236\n",
      "2018,03,26,1.244\n",
      "2018,03,27,1.241\n",
      "2018,03,28,1.2351\n",
      "2018,03,29,1.2297\n",
      "2018,03,30,1.232\n",
      "2018,04,02,1.2288\n",
      "2018,04,03,1.2261\n",
      "2018,04,04,1.2292\n",
      "2018,04,05,1.223\n",
      "2018,04,06,1.2274\n",
      "2018,04,09,1.232\n",
      "2018,04,10,1.2338\n",
      "2018,04,11,1.2384\n",
      "2018,04,12,1.232\n",
      "2018,04,13,1.2322\n",
      "2018,04,16,1.2373\n",
      "2018,04,17,1.2345\n",
      "2018,04,18,1.238\n",
      "2018,04,19,1.2336\n",
      "2018,04,20,1.2282\n",
      "2018,04,23,1.2216\n",
      "2018,04,24,1.2226\n",
      "2018,04,25,1.2178\n",
      "2018,04,26,1.2113\n",
      "2018,04,27,1.2108\n",
      "2018,04,30,1.2074\n",
      "2018,05,01,1.2\n",
      "2018,05,02,1.1968\n",
      "2018,05,03,1.197\n",
      "2018,05,04,1.1946\n",
      "2018,05,07,1.1927\n",
      "2018,05,08,1.1863\n",
      "2018,05,09,1.1852\n",
      "2018,05,10,1.1896\n",
      "2018,05,11,1.1951\n",
      "2018,05,14,1.1976\n",
      "2018,05,15,1.1864\n",
      "2018,05,16,1.1788\n",
      "2018,05,17,1.1798\n",
      "2018,05,18,1.1775\n",
      "2018,05,21,1.1768\n",
      "2018,05,22,1.1783\n",
      "2018,05,23,1.1693\n",
      "2018,05,24,1.1729\n",
      "2018,05,25,1.1666\n",
      "2018,05,29,1.1551\n",
      "2018,05,30,1.1664\n",
      "2018,05,31,1.167\n",
      "2018,06,01,1.1679\n",
      "2018,06,04,1.1696\n",
      "2018,06,05,1.1672\n",
      "2018,06,06,1.1778\n",
      "2018,06,07,1.1815\n",
      "2018,06,08,1.1773\n",
      "2018,06,11,1.1802\n",
      "2018,06,12,1.1792\n",
      "2018,06,13,1.1784\n",
      "2018,06,14,1.1634\n",
      "2018,06,15,1.1616\n",
      "2018,06,18,1.1606\n",
      "2018,06,19,1.1577\n",
      "2018,06,20,1.1592\n",
      "2018,06,21,1.16\n",
      "2018,06,22,1.163\n",
      "2018,06,25,1.1694\n",
      "2018,06,26,1.1675\n",
      "2018,06,27,1.1588\n",
      "2018,06,28,1.1582\n",
      "2018,06,29,1.1677\n",
      "2018,07,02,1.1604\n",
      "2018,07,03,1.1653\n",
      "2018,07,05,1.1697\n",
      "2018,07,06,1.1738\n",
      "2018,07,09,1.1744\n",
      "2018,07,10,1.1728\n",
      "2018,07,11,1.1722\n",
      "2018,07,12,1.1692\n",
      "2018,07,13,1.1667\n",
      "2018,07,16,1.171\n",
      "2018,07,17,1.1664\n",
      "2018,07,18,1.1645\n",
      "2018,07,19,1.1604\n",
      "2018,07,20,1.1708\n",
      "2018,07,23,1.1702\n",
      "2018,07,24,1.1684\n",
      "2018,07,25,1.1677\n",
      "2018,07,26,1.1654\n",
      "2018,07,27,1.166\n",
      "2018,07,30,1.1718\n",
      "2018,07,31,1.1706\n",
      "2018,08,01,1.1666\n",
      "2018,08,02,1.1612\n",
      "2018,08,03,1.1597\n",
      "2018,08,06,1.1564\n",
      "2018,08,07,1.1597\n",
      "2018,08,08,1.1598\n",
      "2018,08,09,1.1566\n",
      "2018,08,10,1.1399\n",
      "2018,08,13,1.1396\n",
      "2018,08,14,1.1351\n",
      "2018,08,15,1.1332\n",
      "2018,08,16,1.1388\n",
      "2018,08,17,1.141\n",
      "2018,08,20,1.1438\n",
      "2018,08,21,1.1534\n",
      "2018,08,22,1.1595\n",
      "2018,08,23,1.1567\n",
      "2018,08,24,1.1625\n",
      "2018,08,27,1.1676\n",
      "2018,08,28,1.172\n",
      "2018,08,29,1.1699\n",
      "2018,08,30,1.1646\n",
      "2018,08,31,1.1596\n",
      "2018,09,04,1.1566\n",
      "2018,09,05,1.162\n",
      "2018,09,06,1.1624\n",
      "2018,09,07,1.1572\n",
      "2018,09,10,1.1604\n",
      "2018,09,11,1.1591\n",
      "2018,09,12,1.1626\n",
      "2018,09,13,1.1672\n",
      "2018,09,14,1.1656\n",
      "2018,09,17,1.1687\n",
      "2018,09,18,1.1693\n",
      "2018,09,19,1.1685\n",
      "2018,09,20,1.1744\n",
      "2018,09,21,1.1739\n",
      "2018,09,24,1.1773\n",
      "2018,09,25,1.177\n",
      "2018,09,26,1.1758\n",
      "2018,09,27,1.167\n",
      "2018,09,28,1.1622\n",
      "2018,10,01,1.1567\n",
      "2018,10,02,1.156\n",
      "2018,10,03,1.1525\n",
      "2018,10,04,1.1508\n",
      "2018,10,05,1.1502\n",
      "2018,10,09,1.1482\n",
      "2018,10,10,1.1541\n",
      "2018,10,11,1.1565\n",
      "2018,10,12,1.1559\n",
      "2018,10,15,1.1594\n",
      "2018,10,16,1.1593\n",
      "2018,10,17,1.154\n",
      "2018,10,18,1.1494\n",
      "2018,10,19,1.1513\n",
      "2018,10,22,1.1467\n",
      "2018,10,23,1.148\n",
      "2018,10,24,1.1389\n",
      "2018,10,25,1.1374\n",
      "2018,10,26,1.1388\n",
      "2018,10,29,1.139\n",
      "2018,10,30,1.1364\n",
      "2018,10,31,1.1332\n",
      "2018,11,01,1.1396\n",
      "2018,11,02,1.1378\n",
      "2018,11,05,1.1394\n",
      "2018,11,06,1.1412\n",
      "2018,11,07,1.1459\n",
      "2018,11,08,1.1416\n",
      "2018,11,09,1.1325\n",
      "2018,11,13,1.1288\n",
      "2018,11,14,1.1312\n",
      "2018,11,15,1.1324\n",
      "2018,11,16,1.1402\n",
      "2018,11,19,1.1448\n",
      "2018,11,20,1.1391\n",
      "2018,11,21,1.1393\n",
      "2018,11,23,1.1332\n",
      "2018,11,26,1.1336\n",
      "2018,11,27,1.1281\n",
      "2018,11,28,1.1286\n",
      "2018,11,29,1.1382\n",
      "2018,11,30,1.1323\n",
      "2018,12,03,1.1356\n",
      "2018,12,04,1.1345\n",
      "2018,12,06,1.1374\n",
      "2018,12,07,1.139\n",
      "2018,12,10,1.1368\n",
      "2018,12,11,1.1314\n",
      "2018,12,12,1.1362\n",
      "2018,12,13,1.1358\n",
      "2018,12,14,1.13\n",
      "2018,12,17,1.1339\n",
      "2018,12,18,1.1364\n",
      "2018,12,19,1.1422\n",
      "2018,12,20,1.1432\n",
      "2018,12,21,1.1402\n",
      "2018,12,26,1.1408\n",
      "2018,12,27,1.1412\n",
      "2018,12,28,1.1445\n",
      "2018,12,31,1.1456\n",
      "2019,01,02,1.1357\n",
      "2019,01,03,1.1399\n",
      "2019,01,04,1.141\n",
      "2019,01,07,1.1468\n",
      "2019,01,08,1.1444\n",
      "2019,01,09,1.1524\n",
      "2019,01,10,1.1517\n",
      "2019,01,11,1.1479\n",
      "2019,01,15,1.1392\n",
      "2019,01,16,1.1408\n",
      "2019,01,17,1.1386\n",
      "2019,01,18,1.1362\n",
      "2019,01,22,1.1359\n",
      "2019,01,23,1.139\n",
      "2019,01,24,1.1322\n",
      "2019,01,25,1.1407\n",
      "2019,01,28,1.1438\n",
      "2019,01,29,1.1424\n",
      "2019,01,30,1.1418\n",
      "2019,01,31,1.1454\n",
      "2019,02,01,1.1474\n",
      "2019,02,04,1.1438\n",
      "2019,02,05,1.1406\n",
      "2019,02,06,1.138\n",
      "2019,02,07,1.1357\n",
      "2019,02,08,1.1326\n",
      "2019,02,11,1.1277\n",
      "2019,02,12,1.1316\n",
      "2019,02,13,1.1288\n",
      "2019,02,14,1.1284\n",
      "2019,02,15,1.1268\n",
      "2019,02,19,1.1328\n",
      "2019,02,21,1.1338\n",
      "2019,02,22,1.1342\n",
      "2019,02,25,1.1345\n",
      "2019,02,26,1.1374\n",
      "2019,02,27,1.137\n",
      "2019,02,28,1.1379\n",
      "2019,03,01,1.1376\n",
      "2019,03,04,1.1328\n",
      "2019,03,05,1.13\n",
      "2019,03,06,1.132\n",
      "2019,03,07,1.1214\n",
      "2019,03,08,1.1243\n",
      "2019,03,11,1.1226\n",
      "2019,03,12,1.1276\n",
      "2019,03,13,1.131\n",
      "2019,03,14,1.1304\n",
      "2019,03,15,1.1326\n",
      "2019,03,18,1.1337\n",
      "2019,03,19,1.1346\n",
      "2019,03,20,1.1352\n",
      "2019,03,21,1.1361\n",
      "2019,03,22,1.1282\n",
      "2019,03,25,1.1324\n",
      "2019,03,26,1.128\n",
      "2019,03,27,1.125\n",
      "2019,03,28,1.1236\n",
      "2019,03,29,1.1228\n",
      "2019,04,01,1.121\n",
      "2019,04,02,1.1186\n",
      "2019,04,03,1.1242\n",
      "2019,04,04,1.1216\n",
      "2019,04,05,1.1217\n",
      "2019,04,08,1.1262\n",
      "2019,04,09,1.1278\n",
      "2019,04,10,1.1266\n",
      "2019,04,11,1.1262\n",
      "2019,04,12,1.1304\n",
      "2019,04,15,1.1304\n",
      "2019,04,16,1.1293\n",
      "2019,04,17,1.1297\n",
      "2019,04,18,1.1241\n",
      "2019,04,19,1.1246\n",
      "2019,04,22,1.1258\n",
      "2019,04,23,1.1213\n",
      "2019,04,24,1.1192\n",
      "2019,04,25,1.114\n",
      "2019,04,26,1.1154\n",
      "2019,04,29,1.1166\n",
      "2019,04,30,1.1201\n",
      "2019,05,01,1.1246\n",
      "2019,05,02,1.1184\n",
      "2019,05,03,1.1186\n",
      "2019,05,06,1.1197\n",
      "2019,05,07,1.1178\n",
      "2019,05,08,1.1206\n",
      "2019,05,09,1.1228\n",
      "2019,05,10,1.1241\n",
      "2019,05,13,1.1232\n",
      "2019,05,14,1.1207\n",
      "2019,05,15,1.1208\n",
      "2019,05,16,1.1178\n",
      "2019,05,17,1.1166\n",
      "2019,05,20,1.117\n",
      "2019,05,21,1.1158\n",
      "2019,05,22,1.1156\n",
      "2019,05,23,1.1172\n",
      "2019,05,24,1.1197\n",
      "2019,05,28,1.1177\n",
      "2019,05,29,1.1136\n",
      "2019,05,30,1.114\n",
      "2019,05,31,1.1149\n",
      "2019,06,03,1.1206\n",
      "2019,06,04,1.1236\n",
      "2019,06,05,1.1242\n",
      "2019,06,06,1.1294\n",
      "2019,06,07,1.1324\n",
      "2019,06,10,1.1311\n",
      "2019,06,11,1.1316\n",
      "2019,06,12,1.131\n",
      "2019,06,13,1.1275\n",
      "2019,06,14,1.1217\n",
      "2019,06,17,1.1235\n",
      "2019,06,18,1.1196\n",
      "2019,06,19,1.1214\n",
      "2019,06,20,1.1284\n",
      "2019,06,21,1.1328\n",
      "2019,06,24,1.1393\n",
      "2019,06,25,1.1386\n",
      "2019,06,26,1.139\n",
      "2019,06,27,1.1372\n",
      "2019,06,28,1.1374\n",
      "2019,07,01,1.1307\n",
      "2019,07,02,1.1301\n",
      "2019,07,03,1.1275\n",
      "2019,07,05,1.1216\n",
      "2019,07,08,1.1208\n",
      "2019,07,09,1.121\n",
      "2019,07,10,1.126\n",
      "2019,07,11,1.1261\n",
      "2019,07,12,1.1254\n",
      "2019,07,15,1.126\n",
      "2019,07,16,1.1212\n",
      "2019,07,17,1.1232\n",
      "2019,07,18,1.1228\n",
      "2019,07,19,1.122\n",
      "2019,07,22,1.1214\n",
      "2019,07,23,1.1156\n",
      "2019,07,24,1.1141\n",
      "2019,07,25,1.1156\n",
      "2019,07,26,1.1121\n",
      "2019,07,29,1.1142\n",
      "2019,07,30,1.1148\n",
      "2019,07,31,1.113\n",
      "2019,08,01,1.1062\n",
      "2019,08,02,1.1112\n",
      "2019,08,05,1.1197\n",
      "2019,08,06,1.1196\n",
      "2019,08,07,1.1236\n",
      "2019,08,08,1.121\n",
      "2019,08,09,1.1222\n",
      "2019,08,12,1.1212\n",
      "2019,08,13,1.1182\n",
      "2019,08,14,1.1144\n",
      "2019,08,15,1.1106\n",
      "2019,08,16,1.1091\n",
      "2019,08,19,1.1096\n",
      "2019,08,20,1.1092\n",
      "2019,08,21,1.1098\n",
      "2019,08,22,1.1089\n",
      "2019,08,23,1.1148\n",
      "2019,08,26,1.1112\n",
      "2019,08,27,1.1094\n",
      "2019,08,28,1.1084\n",
      "2019,08,29,1.1059\n",
      "2019,08,30,1.0989\n",
      "2019,09,03,1.0968\n",
      "2019,09,04,1.1025\n",
      "2019,09,05,1.1038\n",
      "2019,09,06,1.1042\n",
      "2019,09,09,1.1056\n",
      "2019,09,10,1.1042\n",
      "2019,09,11,1.1001\n",
      "2019,09,12,1.1074\n",
      "2019,09,13,1.1074\n",
      "2019,09,16,1.1006\n",
      "2019,09,17,1.1063\n",
      "2019,09,18,1.1061\n",
      "2019,09,19,1.1046\n",
      "2019,09,20,1.1004\n",
      "2019,09,23,1.0991\n",
      "2019,09,24,1.0999\n",
      "2019,09,25,1.0949\n",
      "2019,09,26,1.0938\n",
      "2019,09,27,1.0942\n",
      "2019,09,30,1.0905\n",
      "2019,10,01,1.0932\n",
      "2019,10,02,1.0951\n",
      "2019,10,03,1.0991\n",
      "2019,10,04,1.0974\n",
      "2019,10,07,1.0984\n",
      "2019,10,08,1.0949\n",
      "2019,10,09,1.0978\n",
      "2019,10,10,1.1018\n",
      "2019,10,11,1.1039\n",
      "2019,10,15,1.1036\n",
      "2019,10,16,1.1075\n",
      "2019,10,17,1.1129\n",
      "2019,10,18,1.1155\n",
      "2019,10,21,1.1145\n",
      "2019,10,22,1.1138\n",
      "2019,10,23,1.1118\n",
      "2019,10,24,1.1098\n",
      "2019,10,25,1.1081\n",
      "2019,10,28,1.1094\n",
      "2019,10,29,1.1117\n",
      "2019,10,30,1.1123\n",
      "2019,10,31,1.1155\n",
      "2019,11,01,1.1169\n",
      "2019,11,04,1.1144\n",
      "2019,11,05,1.107\n",
      "2019,11,06,1.1076\n",
      "2019,11,07,1.1045\n",
      "2019,11,08,1.1019\n",
      "2019,11,12,1.1017\n",
      "2019,11,13,1.1004\n",
      "2019,11,14,1.1016\n",
      "2019,11,15,1.1046\n",
      "2019,11,18,1.1079\n",
      "2019,11,19,1.1075\n",
      "2019,11,20,1.1063\n",
      "2019,11,21,1.1067\n",
      "2019,11,22,1.1029\n",
      "2019,11,25,1.1009\n",
      "2019,11,26,1.1012\n",
      "2019,11,27,1.1002\n",
      "2019,11,29,1.1019\n",
      "2019,12,02,1.1075\n",
      "2019,12,03,1.1089\n",
      "2019,12,04,1.1076\n",
      "2019,12,05,1.1104\n",
      "2019,12,06,1.1052\n",
      "2019,12,09,1.1067\n",
      "2019,12,10,1.109\n",
      "2019,12,11,1.1092\n",
      "2019,12,12,1.1115\n",
      "2019,12,13,1.1128\n",
      "2019,12,16,1.1139\n",
      "2019,12,17,1.1148\n",
      "2019,12,18,1.1113\n",
      "2019,12,19,1.1128\n",
      "2019,12,20,1.1076\n",
      "2019,12,23,1.1091\n",
      "2019,12,24,1.1084\n",
      "2019,12,26,1.1102\n",
      "2019,12,27,1.1174\n",
      "2019,12,30,1.1217\n",
      "2019,12,31,1.1227\n",
      "2020,01,02,1.1166\n",
      "2020,01,03,1.1173\n",
      "2020,01,06,1.1187\n",
      "2020,01,07,1.1138\n",
      "2020,01,08,1.1117\n",
      "2020,01,09,1.1106\n",
      "2020,01,10,1.1119\n",
      "2020,01,13,1.1138\n",
      "2020,01,14,1.113\n",
      "2020,01,15,1.116\n",
      "2020,01,16,1.1131\n",
      "2020,01,17,1.1093\n",
      "2020,01,21,1.1096\n",
      "2020,01,22,1.1085\n",
      "2020,01,23,1.1041\n",
      "2020,01,24,1.1026\n",
      "2020,01,27,1.1019\n",
      "2020,01,28,1.1008\n",
      "2020,01,29,1.1004\n",
      "2020,01,30,1.1032\n",
      "2020,01,31,1.1082\n",
      "2020,02,03,1.1062\n",
      "2020,02,04,1.1043\n",
      "2020,02,05,1.1006\n",
      "2020,02,06,1.0979\n",
      "2020,02,07,1.095\n",
      "2020,02,10,1.0916\n",
      "2020,02,11,1.0917\n",
      "2020,02,12,1.0893\n",
      "2020,02,13,1.0848\n",
      "2020,02,14,1.0839\n",
      "2020,02,18,1.0815\n",
      "2020,02,19,1.0794\n",
      "2020,02,20,1.0797\n",
      "2020,02,21,1.0855\n",
      "2020,02,24,1.0857\n",
      "2020,02,25,1.0868\n",
      "2020,02,26,1.0887\n",
      "2020,02,27,1.0977\n",
      "2020,02,28,1.1001\n",
      "2020,03,02,1.1164\n",
      "2020,03,03,1.1175\n",
      "2020,03,04,1.113\n",
      "2020,03,05,1.1202\n",
      "2020,03,06,1.1319\n",
      "2020,03,09,1.142\n",
      "2020,03,10,1.1342\n",
      "2020,03,11,1.128\n",
      "2020,03,12,1.1081\n",
      "2020,03,13,1.1066\n",
      "2020,03,16,1.1139\n",
      "2020,03,17,1.0971\n",
      "2020,03,18,1.0833\n",
      "2020,03,19,1.0699\n",
      "2020,03,20,1.0682\n",
      "2020,03,23,1.076\n",
      "2020,03,24,1.0794\n",
      "2020,03,25,1.0835\n",
      "2020,03,26,1.1025\n",
      "2020,03,27,1.1059\n",
      "2020,03,30,1.1018\n",
      "2020,03,31,1.1016\n",
      "2020,04,01,1.0934\n",
      "2020,04,02,1.0862\n",
      "2020,04,03,1.0797\n"
     ]
    }
   ],
   "source": [
    "with open(target_file, 'r') as f:\n",
    "    for row in f:\n",
    "        print(row.strip())"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:35:25.506103100Z",
     "start_time": "2023-11-02T07:35:25.467093Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "outputs": [],
   "source": [
    "def transform_file_batch(source_file, target_file):\n",
    "    with open(source_file) as f:\n",
    "        data = f.readlines()\n",
    "    del data[0]\n",
    "    with open(target_file, 'w') as f:\n",
    "        f.write('YEAR,MONTH,DAY,EXCH\\n')\n",
    "        for row in data:\n",
    "            f.write(transform_row_for_output(row))"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:39:13.681931900Z",
     "start_time": "2023-11-02T07:39:13.659918900Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "outputs": [],
   "source": [
    "transform_file_batch(source_file, target_file)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:39:41.415934700Z",
     "start_time": "2023-11-02T07:39:41.386496700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "outputs": [],
   "source": [
    "def transform_file(source_file, target_file):\n",
    "    with open(source_file) as source:\n",
    "        with open(target_file, 'w') as target:\n",
    "            next(source)\n",
    "            target.write(('YEAR,MONTH,DAY,EXCH\\n'))\n",
    "\n",
    "            for row in source:\n",
    "                target.write(transform_row_for_output(row))"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:44:17.489822300Z",
     "start_time": "2023-11-02T07:44:17.463481100Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "outputs": [],
   "source": [
    "transform_file(source_file, target_file)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:44:18.110197400Z",
     "start_time": "2023-11-02T07:44:18.079207Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YEAR,MONTH,DAY,EXCH\n",
      "2015,04,03,1.0990\n",
      "2015,04,06,1.1008\n",
      "2015,04,07,1.0850\n",
      "2015,04,08,1.0818\n",
      "2015,04,09,1.0671\n",
      "2015,04,10,1.0598\n",
      "2015,04,13,1.0582\n",
      "2015,04,14,1.0672\n",
      "2015,04,15,1.0596\n",
      "2015,04,16,1.0742\n",
      "2015,04,17,1.0780\n",
      "2015,04,20,1.0763\n",
      "2015,04,21,1.0758\n",
      "2015,04,22,1.0729\n",
      "2015,04,23,1.0803\n",
      "2015,04,24,1.0876\n",
      "2015,04,27,1.0892\n",
      "2015,04,28,1.0979\n",
      "2015,04,29,1.1174\n",
      "2015,04,30,1.1162\n",
      "2015,05,01,1.1194\n",
      "2015,05,04,1.1145\n",
      "2015,05,05,1.1174\n",
      "2015,05,06,1.1345\n",
      "2015,05,07,1.1283\n",
      "2015,05,08,1.1241\n",
      "2015,05,11,1.1142\n",
      "2015,05,12,1.1240\n",
      "2015,05,13,1.1372\n",
      "2015,05,14,1.1368\n",
      "2015,05,15,1.1428\n",
      "2015,05,18,1.1354\n",
      "2015,05,19,1.1151\n",
      "2015,05,20,1.1079\n",
      "2015,05,21,1.1126\n",
      "2015,05,22,1.1033\n",
      "2015,05,26,1.0876\n",
      "2015,05,27,1.0888\n",
      "2015,05,28,1.0914\n",
      "2015,05,29,1.0994\n",
      "2015,06,01,1.0913\n",
      "2015,06,02,1.1130\n",
      "2015,06,03,1.1285\n",
      "2015,06,04,1.1271\n",
      "2015,06,05,1.1108\n",
      "2015,06,08,1.1232\n",
      "2015,06,09,1.1284\n",
      "2015,06,10,1.1307\n",
      "2015,06,11,1.1236\n",
      "2015,06,12,1.1278\n",
      "2015,06,15,1.1266\n",
      "2015,06,16,1.1238\n",
      "2015,06,17,1.1244\n",
      "2015,06,18,1.1404\n",
      "2015,06,19,1.1335\n",
      "2015,06,22,1.1378\n",
      "2015,06,23,1.1190\n",
      "2015,06,24,1.1178\n",
      "2015,06,25,1.1196\n",
      "2015,06,26,1.1156\n",
      "2015,06,29,1.1180\n",
      "2015,06,30,1.1154\n",
      "2015,07,01,1.1084\n",
      "2015,07,02,1.1090\n",
      "2015,07,06,1.1076\n",
      "2015,07,07,1.0952\n",
      "2015,07,08,1.1072\n",
      "2015,07,09,1.1025\n",
      "2015,07,10,1.1150\n",
      "2015,07,13,1.1020\n",
      "2015,07,14,1.1015\n",
      "2015,07,15,1.0965\n",
      "2015,07,16,1.0898\n",
      "2015,07,17,1.0848\n",
      "2015,07,20,1.0850\n",
      "2015,07,21,1.0927\n",
      "2015,07,22,1.0884\n",
      "2015,07,23,1.0976\n",
      "2015,07,24,1.0976\n",
      "2015,07,27,1.1112\n",
      "2015,07,28,1.1055\n",
      "2015,07,29,1.1026\n",
      "2015,07,30,1.0914\n",
      "2015,07,31,1.1028\n",
      "2015,08,03,1.0962\n",
      "2015,08,04,1.0953\n",
      "2015,08,05,1.0868\n",
      "2015,08,06,1.0922\n",
      "2015,08,07,1.0958\n",
      "2015,08,10,1.0994\n",
      "2015,08,11,1.1042\n",
      "2015,08,12,1.1198\n",
      "2015,08,13,1.1144\n",
      "2015,08,14,1.1110\n",
      "2015,08,17,1.1078\n",
      "2015,08,18,1.1028\n",
      "2015,08,19,1.1061\n",
      "2015,08,20,1.1200\n",
      "2015,08,21,1.1356\n",
      "2015,08,24,1.1580\n",
      "2015,08,25,1.1410\n",
      "2015,08,26,1.1390\n",
      "2015,08,27,1.1239\n",
      "2015,08,28,1.1172\n",
      "2015,08,31,1.1194\n",
      "2015,09,01,1.1263\n",
      "2015,09,02,1.1242\n",
      "2015,09,03,1.1104\n",
      "2015,09,04,1.1117\n",
      "2015,09,08,1.1182\n",
      "2015,09,09,1.1165\n",
      "2015,09,10,1.1262\n",
      "2015,09,11,1.1338\n",
      "2015,09,14,1.1307\n",
      "2015,09,15,1.1260\n",
      "2015,09,16,1.1304\n",
      "2015,09,17,1.1312\n",
      "2015,09,18,1.1358\n",
      "2015,09,21,1.1204\n",
      "2015,09,22,1.1133\n",
      "2015,09,23,1.1160\n",
      "2015,09,24,1.1252\n",
      "2015,09,25,1.1192\n",
      "2015,09,28,1.1236\n",
      "2015,09,29,1.1246\n",
      "2015,09,30,1.1162\n",
      "2015,10,01,1.1200\n",
      "2015,10,02,1.1276\n",
      "2015,10,05,1.1200\n",
      "2015,10,06,1.1266\n",
      "2015,10,07,1.1249\n",
      "2015,10,08,1.1282\n",
      "2015,10,09,1.1363\n",
      "2015,10,13,1.1382\n",
      "2015,10,14,1.1437\n",
      "2015,10,15,1.1418\n",
      "2015,10,16,1.1360\n",
      "2015,10,19,1.1320\n",
      "2015,10,20,1.1359\n",
      "2015,10,21,1.1345\n",
      "2015,10,22,1.1140\n",
      "2015,10,23,1.1016\n",
      "2015,10,26,1.1051\n",
      "2015,10,27,1.1052\n",
      "2015,10,28,1.1066\n",
      "2015,10,29,1.0963\n",
      "2015,10,30,1.1042\n",
      "2015,11,02,1.1026\n",
      "2015,11,03,1.0946\n",
      "2015,11,04,1.0861\n",
      "2015,11,05,1.0869\n",
      "2015,11,06,1.0746\n",
      "2015,11,09,1.0767\n",
      "2015,11,10,1.0686\n",
      "2015,11,12,1.0768\n",
      "2015,11,13,1.0722\n",
      "2015,11,16,1.0708\n",
      "2015,11,17,1.0634\n",
      "2015,11,18,1.0638\n",
      "2015,11,19,1.0746\n",
      "2015,11,20,1.0660\n",
      "2015,11,23,1.0602\n",
      "2015,11,24,1.0652\n",
      "2015,11,25,1.0616\n",
      "2015,11,27,1.0596\n",
      "2015,11,30,1.0562\n",
      "2015,12,01,1.0620\n",
      "2015,12,02,1.0573\n",
      "2015,12,03,1.0902\n",
      "2015,12,04,1.0884\n",
      "2015,12,07,1.0840\n",
      "2015,12,08,1.0876\n",
      "2015,12,09,1.0984\n",
      "2015,12,10,1.0948\n",
      "2015,12,11,1.1002\n",
      "2015,12,14,1.1025\n",
      "2015,12,15,1.0911\n",
      "2015,12,16,1.0937\n",
      "2015,12,17,1.0804\n",
      "2015,12,18,1.0847\n",
      "2015,12,21,1.0920\n",
      "2015,12,22,1.0978\n",
      "2015,12,23,1.0875\n",
      "2015,12,24,1.0955\n",
      "2015,12,28,1.0983\n",
      "2015,12,29,1.0916\n",
      "2015,12,30,1.0912\n",
      "2015,12,31,1.0859\n",
      "2016,01,04,1.0803\n",
      "2016,01,05,1.0743\n",
      "2016,01,06,1.0762\n",
      "2016,01,07,1.0860\n",
      "2016,01,08,1.0885\n",
      "2016,01,11,1.0878\n",
      "2016,01,12,1.0837\n",
      "2016,01,13,1.0862\n",
      "2016,01,14,1.0862\n",
      "2016,01,15,1.0964\n",
      "2016,01,19,1.0906\n",
      "2016,01,20,1.0908\n",
      "2016,01,21,1.0833\n",
      "2016,01,22,1.0814\n",
      "2016,01,25,1.0832\n",
      "2016,01,26,1.0846\n",
      "2016,01,27,1.0867\n",
      "2016,01,28,1.0952\n",
      "2016,01,29,1.0832\n",
      "2016,02,01,1.0888\n",
      "2016,02,02,1.0908\n",
      "2016,02,03,1.1051\n",
      "2016,02,04,1.1199\n",
      "2016,02,05,1.1131\n",
      "2016,02,08,1.1170\n",
      "2016,02,09,1.1300\n",
      "2016,02,10,1.1222\n",
      "2016,02,11,1.1362\n",
      "2016,02,12,1.1235\n",
      "2016,02,16,1.1140\n",
      "2016,02,17,1.1140\n",
      "2016,02,18,1.1092\n",
      "2016,02,19,1.1127\n",
      "2016,02,22,1.1018\n",
      "2016,02,23,1.1016\n",
      "2016,02,24,1.1021\n",
      "2016,02,25,1.1026\n",
      "2016,02,26,1.0932\n",
      "2016,02,29,1.0868\n",
      "2016,03,01,1.0847\n",
      "2016,03,02,1.0845\n",
      "2016,03,03,1.0948\n",
      "2016,03,04,1.1010\n",
      "2016,03,07,1.1004\n",
      "2016,03,08,1.1028\n",
      "2016,03,09,1.1022\n",
      "2016,03,10,1.1162\n",
      "2016,03,11,1.1180\n",
      "2016,03,14,1.1107\n",
      "2016,03,15,1.1112\n",
      "2016,03,16,1.1075\n",
      "2016,03,17,1.1316\n",
      "2016,03,18,1.1292\n",
      "2016,03,21,1.1260\n",
      "2016,03,22,1.1228\n",
      "2016,03,23,1.1174\n",
      "2016,03,24,1.1163\n",
      "2016,03,25,1.1164\n",
      "2016,03,28,1.1210\n",
      "2016,03,29,1.1204\n",
      "2016,03,30,1.1330\n",
      "2016,03,31,1.1390\n",
      "2016,04,01,1.1385\n",
      "2016,04,04,1.1386\n",
      "2016,04,05,1.1374\n",
      "2016,04,06,1.1430\n",
      "2016,04,07,1.1386\n",
      "2016,04,08,1.1406\n",
      "2016,04,11,1.1412\n",
      "2016,04,12,1.1395\n",
      "2016,04,13,1.1281\n",
      "2016,04,14,1.1262\n",
      "2016,04,15,1.1295\n",
      "2016,04,18,1.1322\n",
      "2016,04,19,1.1375\n",
      "2016,04,20,1.1330\n",
      "2016,04,21,1.1301\n",
      "2016,04,22,1.1239\n",
      "2016,04,25,1.1274\n",
      "2016,04,26,1.1318\n",
      "2016,04,27,1.1322\n",
      "2016,04,28,1.1325\n",
      "2016,04,29,1.1441\n",
      "2016,05,02,1.1516\n",
      "2016,05,03,1.1508\n",
      "2016,05,04,1.1486\n",
      "2016,05,05,1.1404\n",
      "2016,05,06,1.1421\n",
      "2016,05,09,1.1402\n",
      "2016,05,10,1.1386\n",
      "2016,05,11,1.1444\n",
      "2016,05,12,1.1380\n",
      "2016,05,13,1.1294\n",
      "2016,05,16,1.1328\n",
      "2016,05,17,1.1337\n",
      "2016,05,18,1.1276\n",
      "2016,05,19,1.1214\n",
      "2016,05,20,1.1207\n",
      "2016,05,23,1.1192\n",
      "2016,05,24,1.1145\n",
      "2016,05,25,1.1154\n",
      "2016,05,26,1.1184\n",
      "2016,05,27,1.1140\n",
      "2016,05,31,1.1135\n",
      "2016,06,01,1.1165\n",
      "2016,06,02,1.1157\n",
      "2016,06,03,1.1330\n",
      "2016,06,06,1.1354\n",
      "2016,06,07,1.1350\n",
      "2016,06,08,1.1400\n",
      "2016,06,09,1.1329\n",
      "2016,06,10,1.1281\n",
      "2016,06,13,1.1282\n",
      "2016,06,14,1.1206\n",
      "2016,06,15,1.1239\n",
      "2016,06,16,1.1158\n",
      "2016,06,17,1.1256\n",
      "2016,06,20,1.1318\n",
      "2016,06,21,1.1262\n",
      "2016,06,22,1.1286\n",
      "2016,06,23,1.1373\n",
      "2016,06,24,1.1126\n",
      "2016,06,27,1.1024\n",
      "2016,06,28,1.1054\n",
      "2016,06,29,1.1117\n",
      "2016,06,30,1.1032\n",
      "2016,07,01,1.1145\n",
      "2016,07,05,1.1080\n",
      "2016,07,06,1.1077\n",
      "2016,07,07,1.1065\n",
      "2016,07,08,1.1038\n",
      "2016,07,11,1.1045\n",
      "2016,07,12,1.1074\n",
      "2016,07,13,1.1112\n",
      "2016,07,14,1.1109\n",
      "2016,07,15,1.1059\n",
      "2016,07,18,1.1076\n",
      "2016,07,19,1.1014\n",
      "2016,07,20,1.1007\n",
      "2016,07,21,1.1016\n",
      "2016,07,22,1.0968\n",
      "2016,07,25,1.0980\n",
      "2016,07,26,1.0984\n",
      "2016,07,27,1.0988\n",
      "2016,07,28,1.1094\n",
      "2016,07,29,1.1168\n",
      "2016,08,01,1.1176\n",
      "2016,08,02,1.1225\n",
      "2016,08,03,1.1170\n",
      "2016,08,04,1.1134\n",
      "2016,08,05,1.1080\n",
      "2016,08,08,1.1078\n",
      "2016,08,09,1.1110\n",
      "2016,08,10,1.1171\n",
      "2016,08,11,1.1168\n",
      "2016,08,12,1.1172\n",
      "2016,08,15,1.1199\n",
      "2016,08,16,1.1277\n",
      "2016,08,17,1.1263\n",
      "2016,08,18,1.1334\n",
      "2016,08,19,1.1326\n",
      "2016,08,22,1.1314\n",
      "2016,08,23,1.1308\n",
      "2016,08,24,1.1256\n",
      "2016,08,25,1.1274\n",
      "2016,08,26,1.1237\n",
      "2016,08,29,1.1182\n",
      "2016,08,30,1.1150\n",
      "2016,08,31,1.1146\n",
      "2016,09,01,1.1194\n",
      "2016,09,02,1.1158\n",
      "2016,09,06,1.1237\n",
      "2016,09,07,1.1238\n",
      "2016,09,08,1.1256\n",
      "2016,09,09,1.1214\n",
      "2016,09,12,1.1230\n",
      "2016,09,13,1.1242\n",
      "2016,09,14,1.1271\n",
      "2016,09,15,1.1246\n",
      "2016,09,16,1.1160\n",
      "2016,09,19,1.1179\n",
      "2016,09,20,1.1172\n",
      "2016,09,21,1.1165\n",
      "2016,09,22,1.1229\n",
      "2016,09,23,1.1223\n",
      "2016,09,26,1.1270\n",
      "2016,09,27,1.1208\n",
      "2016,09,28,1.1200\n",
      "2016,09,29,1.1244\n",
      "2016,09,30,1.1238\n",
      "2016,10,03,1.1210\n",
      "2016,10,04,1.1212\n",
      "2016,10,05,1.1196\n",
      "2016,10,06,1.1158\n",
      "2016,10,07,1.1156\n",
      "2016,10,11,1.1062\n",
      "2016,10,12,1.1014\n",
      "2016,10,13,1.1038\n",
      "2016,10,14,1.0985\n",
      "2016,10,17,1.1000\n",
      "2016,10,18,1.0997\n",
      "2016,10,19,1.0966\n",
      "2016,10,20,1.0934\n",
      "2016,10,21,1.0866\n",
      "2016,10,24,1.0888\n",
      "2016,10,25,1.0890\n",
      "2016,10,26,1.0916\n",
      "2016,10,27,1.0904\n",
      "2016,10,28,1.0934\n",
      "2016,10,31,1.0962\n",
      "2016,11,01,1.1042\n",
      "2016,11,02,1.1119\n",
      "2016,11,03,1.1094\n",
      "2016,11,04,1.1121\n",
      "2016,11,07,1.1038\n",
      "2016,11,08,1.1034\n",
      "2016,11,09,1.0952\n",
      "2016,11,10,1.0882\n",
      "2016,11,14,1.0723\n",
      "2016,11,15,1.0726\n",
      "2016,11,16,1.0699\n",
      "2016,11,17,1.0656\n",
      "2016,11,18,1.0600\n",
      "2016,11,21,1.0597\n",
      "2016,11,22,1.0618\n",
      "2016,11,23,1.0560\n",
      "2016,11,25,1.0595\n",
      "2016,11,28,1.0576\n",
      "2016,11,29,1.0626\n",
      "2016,11,30,1.0578\n",
      "2016,12,01,1.0634\n",
      "2016,12,02,1.0666\n",
      "2016,12,05,1.0723\n",
      "2016,12,06,1.0717\n",
      "2016,12,07,1.0758\n",
      "2016,12,08,1.0625\n",
      "2016,12,09,1.0541\n",
      "2016,12,12,1.0606\n",
      "2016,12,13,1.0635\n",
      "2016,12,14,1.0656\n",
      "2016,12,15,1.0375\n",
      "2016,12,16,1.0456\n",
      "2016,12,19,1.0444\n",
      "2016,12,20,1.0390\n",
      "2016,12,21,1.0425\n",
      "2016,12,22,1.0452\n",
      "2016,12,23,1.0449\n",
      "2016,12,27,1.0458\n",
      "2016,12,28,1.0389\n",
      "2016,12,29,1.0486\n",
      "2016,12,30,1.0552\n",
      "2017,01,03,1.0416\n",
      "2017,01,04,1.0476\n",
      "2017,01,05,1.0598\n",
      "2017,01,06,1.0560\n",
      "2017,01,09,1.0576\n",
      "2017,01,10,1.0572\n",
      "2017,01,11,1.0501\n",
      "2017,01,12,1.0666\n",
      "2017,01,13,1.0625\n",
      "2017,01,17,1.0695\n",
      "2017,01,18,1.0682\n",
      "2017,01,19,1.0630\n",
      "2017,01,23,1.0740\n",
      "2017,01,24,1.0749\n",
      "2017,01,25,1.0743\n",
      "2017,01,26,1.0670\n",
      "2017,01,27,1.0690\n",
      "2017,01,30,1.0681\n",
      "2017,01,31,1.0794\n",
      "2017,02,01,1.0758\n",
      "2017,02,02,1.0802\n",
      "2017,02,03,1.0792\n",
      "2017,02,06,1.0731\n",
      "2017,02,07,1.0690\n",
      "2017,02,08,1.0708\n",
      "2017,02,09,1.0658\n",
      "2017,02,10,1.0650\n",
      "2017,02,13,1.0603\n",
      "2017,02,14,1.0577\n",
      "2017,02,15,1.0597\n",
      "2017,02,16,1.0660\n",
      "2017,02,17,1.0614\n",
      "2017,02,21,1.0551\n",
      "2017,02,22,1.0555\n",
      "2017,02,23,1.0586\n",
      "2017,02,24,1.0580\n",
      "2017,02,27,1.0624\n",
      "2017,02,28,1.0618\n",
      "2017,03,01,1.0564\n",
      "2017,03,02,1.0514\n",
      "2017,03,03,1.0552\n",
      "2017,03,06,1.0586\n",
      "2017,03,07,1.0582\n",
      "2017,03,08,1.0547\n",
      "2017,03,09,1.0586\n",
      "2017,03,10,1.0667\n",
      "2017,03,13,1.0670\n",
      "2017,03,14,1.0645\n",
      "2017,03,15,1.0630\n",
      "2017,03,16,1.0738\n",
      "2017,03,17,1.0742\n",
      "2017,03,20,1.0754\n",
      "2017,03,21,1.0810\n",
      "2017,03,22,1.0800\n",
      "2017,03,23,1.0787\n",
      "2017,03,24,1.0806\n",
      "2017,03,27,1.0882\n",
      "2017,03,28,1.0852\n",
      "2017,03,29,1.0756\n",
      "2017,03,30,1.0726\n",
      "2017,03,31,1.0698\n",
      "2017,04,03,1.0655\n",
      "2017,04,04,1.0664\n",
      "2017,04,05,1.0661\n",
      "2017,04,06,1.0651\n",
      "2017,04,07,1.0616\n",
      "2017,04,10,1.0606\n",
      "2017,04,11,1.0614\n",
      "2017,04,12,1.0611\n",
      "2017,04,13,1.0630\n",
      "2017,04,14,1.0625\n",
      "2017,04,17,1.0660\n",
      "2017,04,18,1.0706\n",
      "2017,04,19,1.0707\n",
      "2017,04,20,1.0758\n",
      "2017,04,21,1.0694\n",
      "2017,04,24,1.0846\n",
      "2017,04,25,1.0941\n",
      "2017,04,26,1.0872\n",
      "2017,04,27,1.0864\n",
      "2017,04,28,1.0895\n",
      "2017,05,01,1.0912\n",
      "2017,05,02,1.0910\n",
      "2017,05,03,1.0920\n",
      "2017,05,04,1.0967\n",
      "2017,05,05,1.0996\n",
      "2017,05,08,1.0928\n",
      "2017,05,09,1.0875\n",
      "2017,05,10,1.0873\n",
      "2017,05,11,1.0869\n",
      "2017,05,12,1.0926\n",
      "2017,05,15,1.0979\n",
      "2017,05,16,1.1072\n",
      "2017,05,17,1.1134\n",
      "2017,05,18,1.1130\n",
      "2017,05,19,1.1190\n",
      "2017,05,22,1.1236\n",
      "2017,05,23,1.1198\n",
      "2017,05,24,1.1175\n",
      "2017,05,25,1.1218\n",
      "2017,05,26,1.1170\n",
      "2017,05,30,1.1183\n",
      "2017,05,31,1.1236\n",
      "2017,06,01,1.1214\n",
      "2017,06,02,1.1270\n",
      "2017,06,05,1.1250\n",
      "2017,06,06,1.1266\n",
      "2017,06,07,1.1236\n",
      "2017,06,08,1.1217\n",
      "2017,06,09,1.1190\n",
      "2017,06,12,1.1204\n",
      "2017,06,13,1.1194\n",
      "2017,06,14,1.1277\n",
      "2017,06,15,1.1152\n",
      "2017,06,16,1.1194\n",
      "2017,06,19,1.1160\n",
      "2017,06,20,1.1124\n",
      "2017,06,21,1.1143\n",
      "2017,06,22,1.1148\n",
      "2017,06,23,1.1196\n",
      "2017,06,26,1.1196\n",
      "2017,06,27,1.1300\n",
      "2017,06,28,1.1364\n",
      "2017,06,29,1.1420\n",
      "2017,06,30,1.1411\n",
      "2017,07,03,1.1367\n",
      "2017,07,05,1.1336\n",
      "2017,07,06,1.1409\n",
      "2017,07,07,1.1396\n",
      "2017,07,10,1.1396\n",
      "2017,07,11,1.1430\n",
      "2017,07,12,1.1411\n",
      "2017,07,13,1.1385\n",
      "2017,07,14,1.1452\n",
      "2017,07,17,1.1470\n",
      "2017,07,18,1.1578\n",
      "2017,07,19,1.1518\n",
      "2017,07,20,1.1634\n",
      "2017,07,21,1.1655\n",
      "2017,07,24,1.1642\n",
      "2017,07,25,1.1656\n",
      "2017,07,26,1.1632\n",
      "2017,07,27,1.1656\n",
      "2017,07,28,1.1754\n",
      "2017,07,31,1.1826\n",
      "2017,08,01,1.1799\n",
      "2017,08,02,1.1861\n",
      "2017,08,03,1.1880\n",
      "2017,08,04,1.1754\n",
      "2017,08,07,1.1788\n",
      "2017,08,08,1.1724\n",
      "2017,08,09,1.1748\n",
      "2017,08,10,1.1751\n",
      "2017,08,11,1.1811\n",
      "2017,08,14,1.1786\n",
      "2017,08,15,1.1736\n",
      "2017,08,16,1.1703\n",
      "2017,08,17,1.1736\n",
      "2017,08,18,1.1748\n",
      "2017,08,21,1.1814\n",
      "2017,08,22,1.1762\n",
      "2017,08,23,1.1802\n",
      "2017,08,24,1.1801\n",
      "2017,08,25,1.1874\n",
      "2017,08,28,1.1973\n",
      "2017,08,29,1.2025\n",
      "2017,08,30,1.1927\n",
      "2017,08,31,1.1894\n",
      "2017,09,01,1.1878\n",
      "2017,09,05,1.1911\n",
      "2017,09,06,1.1943\n",
      "2017,09,07,1.2028\n",
      "2017,09,08,1.2041\n",
      "2017,09,11,1.1964\n",
      "2017,09,12,1.1968\n",
      "2017,09,13,1.1898\n",
      "2017,09,14,1.1886\n",
      "2017,09,15,1.1959\n",
      "2017,09,18,1.1938\n",
      "2017,09,19,1.1980\n",
      "2017,09,20,1.1998\n",
      "2017,09,21,1.1946\n",
      "2017,09,22,1.1969\n",
      "2017,09,25,1.1852\n",
      "2017,09,26,1.1772\n",
      "2017,09,27,1.1747\n",
      "2017,09,28,1.1776\n",
      "2017,09,29,1.1813\n",
      "2017,10,02,1.1745\n",
      "2017,10,03,1.1759\n",
      "2017,10,04,1.1760\n",
      "2017,10,05,1.1706\n",
      "2017,10,06,1.1732\n",
      "2017,10,10,1.1804\n",
      "2017,10,11,1.1847\n",
      "2017,10,12,1.1840\n",
      "2017,10,13,1.1837\n",
      "2017,10,16,1.1810\n",
      "2017,10,17,1.1754\n",
      "2017,10,18,1.1775\n",
      "2017,10,19,1.1842\n",
      "2017,10,20,1.1770\n",
      "2017,10,23,1.1762\n",
      "2017,10,24,1.1766\n",
      "2017,10,25,1.1802\n",
      "2017,10,26,1.1700\n",
      "2017,10,27,1.1580\n",
      "2017,10,30,1.1626\n",
      "2017,10,31,1.1648\n",
      "2017,11,01,1.1618\n",
      "2017,11,02,1.1672\n",
      "2017,11,03,1.1616\n",
      "2017,11,06,1.1600\n",
      "2017,11,07,1.1577\n",
      "2017,11,08,1.1591\n",
      "2017,11,09,1.1648\n",
      "2017,11,13,1.1656\n",
      "2017,11,14,1.1764\n",
      "2017,11,15,1.1794\n",
      "2017,11,16,1.1772\n",
      "2017,11,17,1.1799\n",
      "2017,11,20,1.1741\n",
      "2017,11,21,1.1741\n",
      "2017,11,22,1.1789\n",
      "2017,11,24,1.1936\n",
      "2017,11,27,1.1911\n",
      "2017,11,28,1.1878\n",
      "2017,11,29,1.1858\n",
      "2017,11,30,1.1898\n",
      "2017,12,01,1.1910\n",
      "2017,12,04,1.1848\n",
      "2017,12,05,1.1820\n",
      "2017,12,06,1.1788\n",
      "2017,12,07,1.1790\n",
      "2017,12,08,1.1761\n",
      "2017,12,11,1.1802\n",
      "2017,12,12,1.1725\n",
      "2017,12,13,1.1762\n",
      "2017,12,14,1.1778\n",
      "2017,12,15,1.1778\n",
      "2017,12,18,1.1804\n",
      "2017,12,19,1.1822\n",
      "2017,12,20,1.1881\n",
      "2017,12,21,1.1872\n",
      "2017,12,22,1.1839\n",
      "2017,12,26,1.1867\n",
      "2017,12,27,1.1902\n",
      "2017,12,28,1.1952\n",
      "2017,12,29,1.2022\n",
      "2018,01,02,1.2050\n",
      "2018,01,03,1.2030\n",
      "2018,01,04,1.2064\n",
      "2018,01,05,1.2039\n",
      "2018,01,08,1.1973\n",
      "2018,01,09,1.1922\n",
      "2018,01,10,1.1958\n",
      "2018,01,11,1.2035\n",
      "2018,01,12,1.2130\n",
      "2018,01,16,1.2244\n",
      "2018,01,17,1.2229\n",
      "2018,01,18,1.2238\n",
      "2018,01,19,1.2238\n",
      "2018,01,22,1.2230\n",
      "2018,01,23,1.2277\n",
      "2018,01,24,1.2390\n",
      "2018,01,25,1.2488\n",
      "2018,01,26,1.2422\n",
      "2018,01,29,1.2352\n",
      "2018,01,30,1.2390\n",
      "2018,01,31,1.2428\n",
      "2018,02,01,1.2482\n",
      "2018,02,02,1.2446\n",
      "2018,02,05,1.2418\n",
      "2018,02,06,1.2381\n",
      "2018,02,07,1.2281\n",
      "2018,02,08,1.2238\n",
      "2018,02,09,1.2226\n",
      "2018,02,12,1.2267\n",
      "2018,02,13,1.2363\n",
      "2018,02,14,1.2396\n",
      "2018,02,15,1.2482\n",
      "2018,02,16,1.2442\n",
      "2018,02,20,1.2348\n",
      "2018,02,21,1.2314\n",
      "2018,02,22,1.2326\n",
      "2018,02,23,1.2298\n",
      "2018,02,26,1.2296\n",
      "2018,02,27,1.2239\n",
      "2018,02,28,1.2211\n",
      "2018,03,01,1.2216\n",
      "2018,03,02,1.2314\n",
      "2018,03,05,1.233\n",
      "2018,03,06,1.2415\n",
      "2018,03,07,1.2397\n",
      "2018,03,08,1.2314\n",
      "2018,03,09,1.2326\n",
      "2018,03,12,1.2318\n",
      "2018,03,13,1.2398\n",
      "2018,03,14,1.2362\n",
      "2018,03,15,1.2321\n",
      "2018,03,16,1.228\n",
      "2018,03,19,1.2329\n",
      "2018,03,20,1.2271\n",
      "2018,03,21,1.2268\n",
      "2018,03,22,1.231\n",
      "2018,03,23,1.236\n",
      "2018,03,26,1.244\n",
      "2018,03,27,1.241\n",
      "2018,03,28,1.2351\n",
      "2018,03,29,1.2297\n",
      "2018,03,30,1.232\n",
      "2018,04,02,1.2288\n",
      "2018,04,03,1.2261\n",
      "2018,04,04,1.2292\n",
      "2018,04,05,1.223\n",
      "2018,04,06,1.2274\n",
      "2018,04,09,1.232\n",
      "2018,04,10,1.2338\n",
      "2018,04,11,1.2384\n",
      "2018,04,12,1.232\n",
      "2018,04,13,1.2322\n",
      "2018,04,16,1.2373\n",
      "2018,04,17,1.2345\n",
      "2018,04,18,1.238\n",
      "2018,04,19,1.2336\n",
      "2018,04,20,1.2282\n",
      "2018,04,23,1.2216\n",
      "2018,04,24,1.2226\n",
      "2018,04,25,1.2178\n",
      "2018,04,26,1.2113\n",
      "2018,04,27,1.2108\n",
      "2018,04,30,1.2074\n",
      "2018,05,01,1.2\n",
      "2018,05,02,1.1968\n",
      "2018,05,03,1.197\n",
      "2018,05,04,1.1946\n",
      "2018,05,07,1.1927\n",
      "2018,05,08,1.1863\n",
      "2018,05,09,1.1852\n",
      "2018,05,10,1.1896\n",
      "2018,05,11,1.1951\n",
      "2018,05,14,1.1976\n",
      "2018,05,15,1.1864\n",
      "2018,05,16,1.1788\n",
      "2018,05,17,1.1798\n",
      "2018,05,18,1.1775\n",
      "2018,05,21,1.1768\n",
      "2018,05,22,1.1783\n",
      "2018,05,23,1.1693\n",
      "2018,05,24,1.1729\n",
      "2018,05,25,1.1666\n",
      "2018,05,29,1.1551\n",
      "2018,05,30,1.1664\n",
      "2018,05,31,1.167\n",
      "2018,06,01,1.1679\n",
      "2018,06,04,1.1696\n",
      "2018,06,05,1.1672\n",
      "2018,06,06,1.1778\n",
      "2018,06,07,1.1815\n",
      "2018,06,08,1.1773\n",
      "2018,06,11,1.1802\n",
      "2018,06,12,1.1792\n",
      "2018,06,13,1.1784\n",
      "2018,06,14,1.1634\n",
      "2018,06,15,1.1616\n",
      "2018,06,18,1.1606\n",
      "2018,06,19,1.1577\n",
      "2018,06,20,1.1592\n",
      "2018,06,21,1.16\n",
      "2018,06,22,1.163\n",
      "2018,06,25,1.1694\n",
      "2018,06,26,1.1675\n",
      "2018,06,27,1.1588\n",
      "2018,06,28,1.1582\n",
      "2018,06,29,1.1677\n",
      "2018,07,02,1.1604\n",
      "2018,07,03,1.1653\n",
      "2018,07,05,1.1697\n",
      "2018,07,06,1.1738\n",
      "2018,07,09,1.1744\n",
      "2018,07,10,1.1728\n",
      "2018,07,11,1.1722\n",
      "2018,07,12,1.1692\n",
      "2018,07,13,1.1667\n",
      "2018,07,16,1.171\n",
      "2018,07,17,1.1664\n",
      "2018,07,18,1.1645\n",
      "2018,07,19,1.1604\n",
      "2018,07,20,1.1708\n",
      "2018,07,23,1.1702\n",
      "2018,07,24,1.1684\n",
      "2018,07,25,1.1677\n",
      "2018,07,26,1.1654\n",
      "2018,07,27,1.166\n",
      "2018,07,30,1.1718\n",
      "2018,07,31,1.1706\n",
      "2018,08,01,1.1666\n",
      "2018,08,02,1.1612\n",
      "2018,08,03,1.1597\n",
      "2018,08,06,1.1564\n",
      "2018,08,07,1.1597\n",
      "2018,08,08,1.1598\n",
      "2018,08,09,1.1566\n",
      "2018,08,10,1.1399\n",
      "2018,08,13,1.1396\n",
      "2018,08,14,1.1351\n",
      "2018,08,15,1.1332\n",
      "2018,08,16,1.1388\n",
      "2018,08,17,1.141\n",
      "2018,08,20,1.1438\n",
      "2018,08,21,1.1534\n",
      "2018,08,22,1.1595\n",
      "2018,08,23,1.1567\n",
      "2018,08,24,1.1625\n",
      "2018,08,27,1.1676\n",
      "2018,08,28,1.172\n",
      "2018,08,29,1.1699\n",
      "2018,08,30,1.1646\n",
      "2018,08,31,1.1596\n",
      "2018,09,04,1.1566\n",
      "2018,09,05,1.162\n",
      "2018,09,06,1.1624\n",
      "2018,09,07,1.1572\n",
      "2018,09,10,1.1604\n",
      "2018,09,11,1.1591\n",
      "2018,09,12,1.1626\n",
      "2018,09,13,1.1672\n",
      "2018,09,14,1.1656\n",
      "2018,09,17,1.1687\n",
      "2018,09,18,1.1693\n",
      "2018,09,19,1.1685\n",
      "2018,09,20,1.1744\n",
      "2018,09,21,1.1739\n",
      "2018,09,24,1.1773\n",
      "2018,09,25,1.177\n",
      "2018,09,26,1.1758\n",
      "2018,09,27,1.167\n",
      "2018,09,28,1.1622\n",
      "2018,10,01,1.1567\n",
      "2018,10,02,1.156\n",
      "2018,10,03,1.1525\n",
      "2018,10,04,1.1508\n",
      "2018,10,05,1.1502\n",
      "2018,10,09,1.1482\n",
      "2018,10,10,1.1541\n",
      "2018,10,11,1.1565\n",
      "2018,10,12,1.1559\n",
      "2018,10,15,1.1594\n",
      "2018,10,16,1.1593\n",
      "2018,10,17,1.154\n",
      "2018,10,18,1.1494\n",
      "2018,10,19,1.1513\n",
      "2018,10,22,1.1467\n",
      "2018,10,23,1.148\n",
      "2018,10,24,1.1389\n",
      "2018,10,25,1.1374\n",
      "2018,10,26,1.1388\n",
      "2018,10,29,1.139\n",
      "2018,10,30,1.1364\n",
      "2018,10,31,1.1332\n",
      "2018,11,01,1.1396\n",
      "2018,11,02,1.1378\n",
      "2018,11,05,1.1394\n",
      "2018,11,06,1.1412\n",
      "2018,11,07,1.1459\n",
      "2018,11,08,1.1416\n",
      "2018,11,09,1.1325\n",
      "2018,11,13,1.1288\n",
      "2018,11,14,1.1312\n",
      "2018,11,15,1.1324\n",
      "2018,11,16,1.1402\n",
      "2018,11,19,1.1448\n",
      "2018,11,20,1.1391\n",
      "2018,11,21,1.1393\n",
      "2018,11,23,1.1332\n",
      "2018,11,26,1.1336\n",
      "2018,11,27,1.1281\n",
      "2018,11,28,1.1286\n",
      "2018,11,29,1.1382\n",
      "2018,11,30,1.1323\n",
      "2018,12,03,1.1356\n",
      "2018,12,04,1.1345\n",
      "2018,12,06,1.1374\n",
      "2018,12,07,1.139\n",
      "2018,12,10,1.1368\n",
      "2018,12,11,1.1314\n",
      "2018,12,12,1.1362\n",
      "2018,12,13,1.1358\n",
      "2018,12,14,1.13\n",
      "2018,12,17,1.1339\n",
      "2018,12,18,1.1364\n",
      "2018,12,19,1.1422\n",
      "2018,12,20,1.1432\n",
      "2018,12,21,1.1402\n",
      "2018,12,26,1.1408\n",
      "2018,12,27,1.1412\n",
      "2018,12,28,1.1445\n",
      "2018,12,31,1.1456\n",
      "2019,01,02,1.1357\n",
      "2019,01,03,1.1399\n",
      "2019,01,04,1.141\n",
      "2019,01,07,1.1468\n",
      "2019,01,08,1.1444\n",
      "2019,01,09,1.1524\n",
      "2019,01,10,1.1517\n",
      "2019,01,11,1.1479\n",
      "2019,01,15,1.1392\n",
      "2019,01,16,1.1408\n",
      "2019,01,17,1.1386\n",
      "2019,01,18,1.1362\n",
      "2019,01,22,1.1359\n",
      "2019,01,23,1.139\n",
      "2019,01,24,1.1322\n",
      "2019,01,25,1.1407\n",
      "2019,01,28,1.1438\n",
      "2019,01,29,1.1424\n",
      "2019,01,30,1.1418\n",
      "2019,01,31,1.1454\n",
      "2019,02,01,1.1474\n",
      "2019,02,04,1.1438\n",
      "2019,02,05,1.1406\n",
      "2019,02,06,1.138\n",
      "2019,02,07,1.1357\n",
      "2019,02,08,1.1326\n",
      "2019,02,11,1.1277\n",
      "2019,02,12,1.1316\n",
      "2019,02,13,1.1288\n",
      "2019,02,14,1.1284\n",
      "2019,02,15,1.1268\n",
      "2019,02,19,1.1328\n",
      "2019,02,21,1.1338\n",
      "2019,02,22,1.1342\n",
      "2019,02,25,1.1345\n",
      "2019,02,26,1.1374\n",
      "2019,02,27,1.137\n",
      "2019,02,28,1.1379\n",
      "2019,03,01,1.1376\n",
      "2019,03,04,1.1328\n",
      "2019,03,05,1.13\n",
      "2019,03,06,1.132\n",
      "2019,03,07,1.1214\n",
      "2019,03,08,1.1243\n",
      "2019,03,11,1.1226\n",
      "2019,03,12,1.1276\n",
      "2019,03,13,1.131\n",
      "2019,03,14,1.1304\n",
      "2019,03,15,1.1326\n",
      "2019,03,18,1.1337\n",
      "2019,03,19,1.1346\n",
      "2019,03,20,1.1352\n",
      "2019,03,21,1.1361\n",
      "2019,03,22,1.1282\n",
      "2019,03,25,1.1324\n",
      "2019,03,26,1.128\n",
      "2019,03,27,1.125\n",
      "2019,03,28,1.1236\n",
      "2019,03,29,1.1228\n",
      "2019,04,01,1.121\n",
      "2019,04,02,1.1186\n",
      "2019,04,03,1.1242\n",
      "2019,04,04,1.1216\n",
      "2019,04,05,1.1217\n",
      "2019,04,08,1.1262\n",
      "2019,04,09,1.1278\n",
      "2019,04,10,1.1266\n",
      "2019,04,11,1.1262\n",
      "2019,04,12,1.1304\n",
      "2019,04,15,1.1304\n",
      "2019,04,16,1.1293\n",
      "2019,04,17,1.1297\n",
      "2019,04,18,1.1241\n",
      "2019,04,19,1.1246\n",
      "2019,04,22,1.1258\n",
      "2019,04,23,1.1213\n",
      "2019,04,24,1.1192\n",
      "2019,04,25,1.114\n",
      "2019,04,26,1.1154\n",
      "2019,04,29,1.1166\n",
      "2019,04,30,1.1201\n",
      "2019,05,01,1.1246\n",
      "2019,05,02,1.1184\n",
      "2019,05,03,1.1186\n",
      "2019,05,06,1.1197\n",
      "2019,05,07,1.1178\n",
      "2019,05,08,1.1206\n",
      "2019,05,09,1.1228\n",
      "2019,05,10,1.1241\n",
      "2019,05,13,1.1232\n",
      "2019,05,14,1.1207\n",
      "2019,05,15,1.1208\n",
      "2019,05,16,1.1178\n",
      "2019,05,17,1.1166\n",
      "2019,05,20,1.117\n",
      "2019,05,21,1.1158\n",
      "2019,05,22,1.1156\n",
      "2019,05,23,1.1172\n",
      "2019,05,24,1.1197\n",
      "2019,05,28,1.1177\n",
      "2019,05,29,1.1136\n",
      "2019,05,30,1.114\n",
      "2019,05,31,1.1149\n",
      "2019,06,03,1.1206\n",
      "2019,06,04,1.1236\n",
      "2019,06,05,1.1242\n",
      "2019,06,06,1.1294\n",
      "2019,06,07,1.1324\n",
      "2019,06,10,1.1311\n",
      "2019,06,11,1.1316\n",
      "2019,06,12,1.131\n",
      "2019,06,13,1.1275\n",
      "2019,06,14,1.1217\n",
      "2019,06,17,1.1235\n",
      "2019,06,18,1.1196\n",
      "2019,06,19,1.1214\n",
      "2019,06,20,1.1284\n",
      "2019,06,21,1.1328\n",
      "2019,06,24,1.1393\n",
      "2019,06,25,1.1386\n",
      "2019,06,26,1.139\n",
      "2019,06,27,1.1372\n",
      "2019,06,28,1.1374\n",
      "2019,07,01,1.1307\n",
      "2019,07,02,1.1301\n",
      "2019,07,03,1.1275\n",
      "2019,07,05,1.1216\n",
      "2019,07,08,1.1208\n",
      "2019,07,09,1.121\n",
      "2019,07,10,1.126\n",
      "2019,07,11,1.1261\n",
      "2019,07,12,1.1254\n",
      "2019,07,15,1.126\n",
      "2019,07,16,1.1212\n",
      "2019,07,17,1.1232\n",
      "2019,07,18,1.1228\n",
      "2019,07,19,1.122\n",
      "2019,07,22,1.1214\n",
      "2019,07,23,1.1156\n",
      "2019,07,24,1.1141\n",
      "2019,07,25,1.1156\n",
      "2019,07,26,1.1121\n",
      "2019,07,29,1.1142\n",
      "2019,07,30,1.1148\n",
      "2019,07,31,1.113\n",
      "2019,08,01,1.1062\n",
      "2019,08,02,1.1112\n",
      "2019,08,05,1.1197\n",
      "2019,08,06,1.1196\n",
      "2019,08,07,1.1236\n",
      "2019,08,08,1.121\n",
      "2019,08,09,1.1222\n",
      "2019,08,12,1.1212\n",
      "2019,08,13,1.1182\n",
      "2019,08,14,1.1144\n",
      "2019,08,15,1.1106\n",
      "2019,08,16,1.1091\n",
      "2019,08,19,1.1096\n",
      "2019,08,20,1.1092\n",
      "2019,08,21,1.1098\n",
      "2019,08,22,1.1089\n",
      "2019,08,23,1.1148\n",
      "2019,08,26,1.1112\n",
      "2019,08,27,1.1094\n",
      "2019,08,28,1.1084\n",
      "2019,08,29,1.1059\n",
      "2019,08,30,1.0989\n",
      "2019,09,03,1.0968\n",
      "2019,09,04,1.1025\n",
      "2019,09,05,1.1038\n",
      "2019,09,06,1.1042\n",
      "2019,09,09,1.1056\n",
      "2019,09,10,1.1042\n",
      "2019,09,11,1.1001\n",
      "2019,09,12,1.1074\n",
      "2019,09,13,1.1074\n",
      "2019,09,16,1.1006\n",
      "2019,09,17,1.1063\n",
      "2019,09,18,1.1061\n",
      "2019,09,19,1.1046\n",
      "2019,09,20,1.1004\n",
      "2019,09,23,1.0991\n",
      "2019,09,24,1.0999\n",
      "2019,09,25,1.0949\n",
      "2019,09,26,1.0938\n",
      "2019,09,27,1.0942\n",
      "2019,09,30,1.0905\n",
      "2019,10,01,1.0932\n",
      "2019,10,02,1.0951\n",
      "2019,10,03,1.0991\n",
      "2019,10,04,1.0974\n",
      "2019,10,07,1.0984\n",
      "2019,10,08,1.0949\n",
      "2019,10,09,1.0978\n",
      "2019,10,10,1.1018\n",
      "2019,10,11,1.1039\n",
      "2019,10,15,1.1036\n",
      "2019,10,16,1.1075\n",
      "2019,10,17,1.1129\n",
      "2019,10,18,1.1155\n",
      "2019,10,21,1.1145\n",
      "2019,10,22,1.1138\n",
      "2019,10,23,1.1118\n",
      "2019,10,24,1.1098\n",
      "2019,10,25,1.1081\n",
      "2019,10,28,1.1094\n",
      "2019,10,29,1.1117\n",
      "2019,10,30,1.1123\n",
      "2019,10,31,1.1155\n",
      "2019,11,01,1.1169\n",
      "2019,11,04,1.1144\n",
      "2019,11,05,1.107\n",
      "2019,11,06,1.1076\n",
      "2019,11,07,1.1045\n",
      "2019,11,08,1.1019\n",
      "2019,11,12,1.1017\n",
      "2019,11,13,1.1004\n",
      "2019,11,14,1.1016\n",
      "2019,11,15,1.1046\n",
      "2019,11,18,1.1079\n",
      "2019,11,19,1.1075\n",
      "2019,11,20,1.1063\n",
      "2019,11,21,1.1067\n",
      "2019,11,22,1.1029\n",
      "2019,11,25,1.1009\n",
      "2019,11,26,1.1012\n",
      "2019,11,27,1.1002\n",
      "2019,11,29,1.1019\n",
      "2019,12,02,1.1075\n",
      "2019,12,03,1.1089\n",
      "2019,12,04,1.1076\n",
      "2019,12,05,1.1104\n",
      "2019,12,06,1.1052\n",
      "2019,12,09,1.1067\n",
      "2019,12,10,1.109\n",
      "2019,12,11,1.1092\n",
      "2019,12,12,1.1115\n",
      "2019,12,13,1.1128\n",
      "2019,12,16,1.1139\n",
      "2019,12,17,1.1148\n",
      "2019,12,18,1.1113\n",
      "2019,12,19,1.1128\n",
      "2019,12,20,1.1076\n",
      "2019,12,23,1.1091\n",
      "2019,12,24,1.1084\n",
      "2019,12,26,1.1102\n",
      "2019,12,27,1.1174\n",
      "2019,12,30,1.1217\n",
      "2019,12,31,1.1227\n",
      "2020,01,02,1.1166\n",
      "2020,01,03,1.1173\n",
      "2020,01,06,1.1187\n",
      "2020,01,07,1.1138\n",
      "2020,01,08,1.1117\n",
      "2020,01,09,1.1106\n",
      "2020,01,10,1.1119\n",
      "2020,01,13,1.1138\n",
      "2020,01,14,1.113\n",
      "2020,01,15,1.116\n",
      "2020,01,16,1.1131\n",
      "2020,01,17,1.1093\n",
      "2020,01,21,1.1096\n",
      "2020,01,22,1.1085\n",
      "2020,01,23,1.1041\n",
      "2020,01,24,1.1026\n",
      "2020,01,27,1.1019\n",
      "2020,01,28,1.1008\n",
      "2020,01,29,1.1004\n",
      "2020,01,30,1.1032\n",
      "2020,01,31,1.1082\n",
      "2020,02,03,1.1062\n",
      "2020,02,04,1.1043\n",
      "2020,02,05,1.1006\n",
      "2020,02,06,1.0979\n",
      "2020,02,07,1.095\n",
      "2020,02,10,1.0916\n",
      "2020,02,11,1.0917\n",
      "2020,02,12,1.0893\n",
      "2020,02,13,1.0848\n",
      "2020,02,14,1.0839\n",
      "2020,02,18,1.0815\n",
      "2020,02,19,1.0794\n",
      "2020,02,20,1.0797\n",
      "2020,02,21,1.0855\n",
      "2020,02,24,1.0857\n",
      "2020,02,25,1.0868\n",
      "2020,02,26,1.0887\n",
      "2020,02,27,1.0977\n",
      "2020,02,28,1.1001\n",
      "2020,03,02,1.1164\n",
      "2020,03,03,1.1175\n",
      "2020,03,04,1.113\n",
      "2020,03,05,1.1202\n",
      "2020,03,06,1.1319\n",
      "2020,03,09,1.142\n",
      "2020,03,10,1.1342\n",
      "2020,03,11,1.128\n",
      "2020,03,12,1.1081\n",
      "2020,03,13,1.1066\n",
      "2020,03,16,1.1139\n",
      "2020,03,17,1.0971\n",
      "2020,03,18,1.0833\n",
      "2020,03,19,1.0699\n",
      "2020,03,20,1.0682\n",
      "2020,03,23,1.076\n",
      "2020,03,24,1.0794\n",
      "2020,03,25,1.0835\n",
      "2020,03,26,1.1025\n",
      "2020,03,27,1.1059\n",
      "2020,03,30,1.1018\n",
      "2020,03,31,1.1016\n",
      "2020,04,01,1.0934\n",
      "2020,04,02,1.0862\n",
      "2020,04,03,1.0797\n"
     ]
    }
   ],
   "source": [
    "with open(target_file) as f:\n",
    "    for row in f:\n",
    "        print(row.strip())"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T07:44:54.943266900Z",
     "start_time": "2023-11-02T07:44:54.912881100Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "outputs": [],
   "source": [
    "s = \"Doyle's first Holmes story was \\\"A Study in Scarlet\\\" published in 1887.\""
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T08:48:21.297122600Z",
     "start_time": "2023-11-02T08:48:21.258322500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "outputs": [
    {
     "data": {
      "text/plain": "'Doyle\\'s first Holmes story was \"A Study in Scarlet\" published in 1887.'"
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "s"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T08:48:27.220861800Z",
     "start_time": "2023-11-02T08:48:27.187858800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "First Name,Last Name,DOB,Sketches\n",
      "\n",
      "John,Cleese,10/27/39,\"The Cheese Shop, Ministry of Silly Walks, It's the Arts\"\n",
      "\n",
      "Eric,Idle,3/29/43,\"The Cheese Shop, Nudge Nudge, \"\"Spam\"\"\"\n",
      "\n",
      "Peter,O'Toole,8/2/32,Lawrence of Arabia\n"
     ]
    }
   ],
   "source": [
    "with open('actors.csv') as f:\n",
    "    for row in f:\n",
    "        print(row)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T08:49:20.536997300Z",
     "start_time": "2023-11-02T08:49:20.503971Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['First Name', 'Last Name', 'DOB', 'Sketches']\n",
      "['John', 'Cleese', '10/27/39', '\"The Cheese Shop', ' Ministry of Silly Walks', ' It\\'s the Arts\"']\n",
      "['Eric', 'Idle', '3/29/43', '\"The Cheese Shop', ' Nudge Nudge', ' \"\"Spam\"\"\"']\n",
      "['Peter', \"O'Toole\", '8/2/32', 'Lawrence of Arabia']\n"
     ]
    }
   ],
   "source": [
    "with open('actors.csv') as f:\n",
    "    for row in f:\n",
    "        row = row.strip()\n",
    "        fields = row.split(',')\n",
    "        print(fields)\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T08:50:33.973468600Z",
     "start_time": "2023-11-02T08:50:33.952434200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "outputs": [],
   "source": [
    "import csv"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T08:50:50.771070800Z",
     "start_time": "2023-11-02T08:50:50.733086800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['First Name', 'Last Name', 'DOB', 'Sketches']\n",
      "['John', 'Cleese', '10/27/39', \"The Cheese Shop, Ministry of Silly Walks, It's the Arts\"]\n",
      "['Eric', 'Idle', '3/29/43', 'The Cheese Shop, Nudge Nudge, \"Spam\"']\n",
      "['Peter', \"O'Toole\", '8/2/32', 'Lawrence of Arabia']\n"
     ]
    }
   ],
   "source": [
    "with open('actors.csv') as f:\n",
    "    reader = csv.reader(f, delimiter=',', quotechar='\"')\n",
    "    for row in reader:\n",
    "        print(row)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T08:52:01.824650Z",
     "start_time": "2023-11-02T08:52:01.805570300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "outputs": [],
   "source": [
    "import csv"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T09:32:57.659845500Z",
     "start_time": "2023-11-02T09:32:57.614758600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "outputs": [
    {
     "data": {
      "text/plain": "['excel', 'excel-tab', 'unix']"
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "csv.list_dialects()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T09:33:06.139945800Z",
     "start_time": "2023-11-02T09:33:06.087385200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FIRST_NAME| LAST_NAME| DOB| SKETCHES\n",
      "John|Cleese| 10/27/39| 'The Cheese Shop, Ministry of Silly Walks, It\\'s the Arts'\n",
      "Eric| Idle| 3/29/43| 'The Cheese Shop, Nudge Nudge, \"Spam\"'\n",
      "Peter| 'O\\'Toole'| 8/2/32| Lawrence of Arabia\n"
     ]
    }
   ],
   "source": [
    "with open('actors.pdv') as f:\n",
    "    for row in f:\n",
    "        print(row.strip())"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T09:34:00.751376400Z",
     "start_time": "2023-11-02T09:34:00.693813400Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\t2\t3\t4\n"
     ]
    }
   ],
   "source": [
    "print(\"1\\t2\\t3\\t4\")"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T09:35:19.587297900Z",
     "start_time": "2023-11-02T09:35:19.527293800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\\\n"
     ]
    }
   ],
   "source": [
    "print('\\\\')"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T09:35:29.738318100Z",
     "start_time": "2023-11-02T09:35:29.701309700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['FIRST_NAME', 'LAST_NAME', 'DOB', 'SKETCHES']\n",
      "['John', 'Cleese', '10/27/39', \"The Cheese Shop, Ministry of Silly Walks, It's the Arts\"]\n",
      "['Eric', 'Idle', '3/29/43', 'The Cheese Shop, Nudge Nudge, \"Spam\"']\n",
      "['Peter', \"O'Toole\", '8/2/32', 'Lawrence of Arabia']\n"
     ]
    }
   ],
   "source": [
    "with open('actors.pdv') as f:\n",
    "    reader = csv.reader(\n",
    "        f,\n",
    "        delimiter='|',\n",
    "        quotechar=\"'\",\n",
    "        skipinitialspace=True,\n",
    "        escapechar='\\\\'\n",
    "    )\n",
    "    for row in reader:\n",
    "        print(row)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T09:37:32.749415500Z",
     "start_time": "2023-11-02T09:37:32.706212Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "outputs": [],
   "source": [
    "csv.register_dialect(\n",
    "    'pdv',\n",
    "    delimiter='|',\n",
    "    quotechar=\"'\",\n",
    "    skipinitialspace=True,\n",
    "    escapechar='\\\\'\n",
    ")"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T09:39:40.098000700Z",
     "start_time": "2023-11-02T09:39:40.076998900Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "outputs": [
    {
     "data": {
      "text/plain": "['excel', 'excel-tab', 'unix', 'pdv']"
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "csv.list_dialects()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T09:39:58.629410100Z",
     "start_time": "2023-11-02T09:39:58.573300600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['FIRST_NAME', 'LAST_NAME', 'DOB', 'SKETCHES']\n",
      "['John', 'Cleese', '10/27/39', \"The Cheese Shop, Ministry of Silly Walks, It's the Arts\"]\n",
      "['Eric', 'Idle', '3/29/43', 'The Cheese Shop, Nudge Nudge, \"Spam\"']\n",
      "['Peter', \"O'Toole\", '8/2/32', 'Lawrence of Arabia']\n"
     ]
    }
   ],
   "source": [
    "with open('actors.pdv') as f:\n",
    "    reader = csv.reader(f, 'pdv')\n",
    "    for row in reader:\n",
    "        print(row)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T09:40:51.591788900Z",
     "start_time": "2023-11-02T09:40:51.545242100Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "outputs": [],
   "source": [
    "nasdaq = 'nasdaq.csv'"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T09:54:39.631937900Z",
     "start_time": "2023-11-02T09:54:39.591932300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Symbol,Company Name,Security Name,Market Category,Test Issue,Financial Status,Round Lot Size\n",
      "\n",
      "AAIT,iShares MSCI All Country Asia Information Technology Index Fund,iShares MSCI All Country Asia Information Technology Index Fund,G,N,N,100.0\n",
      "\n",
      "AAL,\"American Airlines Group, Inc.\",\"American Airlines Group, Inc. - Common Stock\",Q,N,N,100.0\n",
      "\n",
      "AAME,Atlantic American Corporation,Atlantic American Corporation - Common Stock,G,N,N,100.0\n",
      "\n",
      "AAOI,\"Applied Optoelectronics, Inc.\",\"Applied Optoelectronics, Inc. - Common Stock\",G,N,N,100.0\n",
      "\n"
     ]
    }
   ],
   "source": [
    "with open(nasdaq) as f:\n",
    "    for _ in range(5):\n",
    "        print(next(f))"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T09:56:20.801530100Z",
     "start_time": "2023-11-02T09:56:20.771638500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Symbol', 'Company Name', 'Security Name', 'Market Category', 'Test Issue', 'Financial Status', 'Round Lot Size']\n",
      "['AAIT', 'iShares MSCI All Country Asia Information Technology Index Fund', 'iShares MSCI All Country Asia Information Technology Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['AAL', 'American Airlines Group, Inc.', 'American Airlines Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AAME', 'Atlantic American Corporation', 'Atlantic American Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AAOI', 'Applied Optoelectronics, Inc.', 'Applied Optoelectronics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AAON', 'AAON, Inc.', 'AAON, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AAPL', 'Apple Inc.', 'Apple Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AAVL', 'Avalanche Biotechnologies, Inc.', 'Avalanche Biotechnologies, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AAWW', 'Atlas Air Worldwide Holdings', 'Atlas Air Worldwide Holdings - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AAXJ', 'iShares MSCI All Country Asia ex Japan Index Fund', 'iShares MSCI All Country Asia ex Japan Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['ABAC', 'Aoxin Tianli Group, Inc.', 'Aoxin Tianli Group, Inc. - Common Shares', 'S', 'N', 'N', '100.0']\n",
      "['ABAX', 'ABAXIS, Inc.', 'ABAXIS, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ABCB', 'Ameris Bancorp', 'Ameris Bancorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ABCD', 'Cambium Learning Group, Inc.', 'Cambium Learning Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ABCO', 'The Advisory Board Company', 'The Advisory Board Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ABCW', 'Anchor BanCorp Wisconsin Inc.', 'Anchor BanCorp Wisconsin Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ABDC', 'Alcentra Capital Corp.', 'Alcentra Capital Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ABGB', 'Abengoa, S.A.', 'Abengoa, S.A. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ABIO', 'ARCA biopharma, Inc.', 'ARCA biopharma, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ABMD', 'ABIOMED, Inc.', 'ABIOMED, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ABTL', 'Autobytel Inc.', 'Autobytel Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ABY', 'Abengoa Yield plc', 'Abengoa Yield plc - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ACAD', 'ACADIA Pharmaceuticals Inc.', 'ACADIA Pharmaceuticals Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACAS', 'American Capital, Ltd.', 'American Capital, Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACAT', 'Arctic Cat Inc.', 'Arctic Cat Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACET', 'Aceto Corporation', 'Aceto Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACFC', 'Atlantic Coast Financial Corporation', 'Atlantic Coast Financial Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ACFN', 'Acorn Energy, Inc.', 'Acorn Energy, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ACGL', 'Arch Capital Group Ltd.', 'Arch Capital Group Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACHC', 'Acadia Healthcare Company, Inc.', 'Acadia Healthcare Company, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACHN', 'Achillion Pharmaceuticals, Inc.', 'Achillion Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACIW', 'ACI Worldwide, Inc.', 'ACI Worldwide, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACLS', 'Axcelis Technologies, Inc.', 'Axcelis Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACNB', 'ACNB Corporation', 'ACNB Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ACOR', 'Acorda Therapeutics, Inc.', 'Acorda Therapeutics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACPW', 'Active Power, Inc.', 'Active Power, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ACRX', 'AcelRx Pharmaceuticals, Inc.', 'AcelRx Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ACSF', 'American Capital Senior Floating, Ltd.', 'American Capital Senior Floating, Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACST', 'Acasti Pharma, Inc.', 'Acasti Pharma, Inc. - Class A Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['ACTA', 'Actua Corporation', 'Actua Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACTG', 'Acacia Research Corporation', 'Acacia Research Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ACTS', 'Actions Semiconductor Co., Ltd.', 'Actions Semiconductor Co., Ltd. - American Depositary Shares, each representing Six Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ACUR', 'Acura Pharmaceuticals, Inc.', 'Acura Pharmaceuticals, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['ACWI', 'iShares MSCI ACWI Index Fund', 'iShares MSCI ACWI Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['ACWX', 'iShares MSCI ACWI ex US Index Fund', 'iShares MSCI ACWI ex US Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['ACXM', 'Acxiom Corporation', 'Acxiom Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ADAT', 'Authentidate Holding Corp.', 'Authentidate Holding Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ADBE', 'Adobe Systems Incorporated', 'Adobe Systems Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ADEP', 'Adept Technology, Inc.', 'Adept Technology, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ADES', 'Advanced Emissions Solutions, Inc.', 'Advanced Emissions Solutions, Inc. - Common Stock', 'S', 'N', 'E', '100.0']\n",
      "['ADHD', 'Alcobra Ltd.', 'Alcobra Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['ADI', 'Analog Devices, Inc.', 'Analog Devices, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ADMA', 'ADMA Biologics Inc', 'ADMA Biologics Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ADMP', 'Adamis Pharmaceuticals Corporation', 'Adamis Pharmaceuticals Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ADMS', 'Adamas Pharmaceuticals, Inc.', 'Adamas Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ADNC', 'Audience, Inc.', 'Audience, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ADP', 'Automatic Data Processing, Inc.', 'Automatic Data Processing, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ADRA', 'BLDRS Asia 50 ADR Index Fund', 'BLDRS Asia 50 ADR Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['ADRD', 'BLDRS Developed Markets 100 ADR Index Fund', 'BLDRS Developed Markets 100 ADR Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['ADRE', 'BLDRS Emerging Markets 50 ADR Index Fund', 'BLDRS Emerging Markets 50 ADR Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['ADRU', 'BLDRS Europe 100 ADR Index Fund', 'BLDRS Europe 100 ADR Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['ADSK', 'Autodesk, Inc.', 'Autodesk, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ADTN', 'ADTRAN, Inc.', 'ADTRAN, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ADUS', 'Addus HomeCare Corporation', 'Addus HomeCare Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ADVS', 'Advent Software, Inc.', 'Advent Software, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ADXS', 'Advaxis, Inc.', 'Advaxis, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ADXSW', 'Advaxis, Inc.', 'Advaxis, Inc. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['AEGN', 'Aegion Corp', 'Aegion Corp - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AEGR', 'Aegerion Pharmaceuticals, Inc.', 'Aegerion Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AEHR', 'Aehr Test Systems', 'Aehr Test Systems - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AEIS', 'Advanced Energy Industries, Inc.', 'Advanced Energy Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AEPI', 'AEP Industries Inc.', 'AEP Industries Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AERI', 'Aerie Pharmaceuticals, Inc.', 'Aerie Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AETI', 'American Electric Technologies, Inc.', 'American Electric Technologies, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AEY', 'ADDvantage Technologies Group, Inc.', 'ADDvantage Technologies Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AEZS', 'AEterna Zentaris Inc.', 'AEterna Zentaris Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['AFAM', 'Almost Family Inc', 'Almost Family Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AFCB', 'Athens Bancshares Corporation', 'Athens Bancshares Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AFFX', 'Affymetrix, Inc.', 'Affymetrix, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AFH', 'Atlas Financial Holdings, Inc.', 'Atlas Financial Holdings, Inc. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['AFMD', 'Affimed N.V.', 'Affimed N.V. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AFOP', 'Alliance Fiber Optic Products, Inc.', 'Alliance Fiber Optic Products, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AFSI', 'AmTrust Financial Services, Inc.', 'AmTrust Financial Services, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AGEN', 'Agenus Inc.', 'Agenus Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AGII', 'Argo Group International Holdings, Ltd.', 'Argo Group International Holdings, Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AGIIL', 'Argo Group International Holdings, Ltd.', 'Argo Group International Holdings, Ltd. - 6.5% Senior Notes Due 2042', 'Q', 'N', 'N', '100.0']\n",
      "['AGIO', 'Agios Pharmaceuticals, Inc.', 'Agios Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AGNC', 'American Capital Agency Corp.', 'American Capital Agency Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AGNCB', 'American Capital Agency Corp.', 'American Capital Agency Corp. - Depositary Shares representing 1/1000th Series B Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AGNCP', 'American Capital Agency Corp.', 'American Capital Agency Corp. - Cumulative Preferred Series A', 'Q', 'N', 'N', '100.0']\n",
      "['AGND', 'WisdomTree Barclays U.S. Aggregate Bond Negative Duration Fund', 'WisdomTree Barclays U.S. Aggregate Bond Negative Duration Fund', 'G', 'N', 'N', '100.0']\n",
      "['AGRX', 'Agile Therapeutics, Inc.', 'Agile Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AGTC', 'Applied Genetic Technologies Corporation', 'Applied Genetic Technologies Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AGYS', 'Agilysys, Inc.', 'Agilysys, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AGZD', 'WisdomTree Barclays U.S. Aggregate Bond Zero Duration Fund', 'WisdomTree Barclays U.S. Aggregate Bond Zero Duration Fund', 'G', 'N', 'N', '100.0']\n",
      "['AHGP', 'Alliance Holdings GP, L.P.', 'Alliance Holdings GP, L.P. - Common Units Representing Limited Partner Interests', 'Q', 'N', 'N', '100.0']\n",
      "['AHPI', 'Allied Healthcare Products, Inc.', 'Allied Healthcare Products, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AIMC', 'Altra Industrial Motion Corp.', 'Altra Industrial Motion Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AINV', 'Apollo Investment Corporation', 'Apollo Investment Corporation - Closed End Fund', 'Q', 'N', 'N', '100.0']\n",
      "['AIQ', 'Alliance HealthCare Services, Inc.', 'Alliance HealthCare Services, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AIRM', 'Air Methods Corporation', 'Air Methods Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AIRR', 'First Trust RBA American Industrial Renaissance ETF', 'First Trust RBA American Industrial Renaissance ETF', 'G', 'N', 'N', '100.0']\n",
      "['AIRT', 'Air T, Inc.', 'Air T, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AIXG', 'Aixtron SE', 'Aixtron SE - American Depositary Shares, each representing one Ordinary Share', 'Q', 'N', 'N', '100.0']\n",
      "['AKAM', 'Akamai Technologies, Inc.', 'Akamai Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AKAO', 'Achaogen, Inc.', 'Achaogen, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AKBA', 'Akebia Therapeutics, Inc.', 'Akebia Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AKER', 'Akers Biosciences Inc', 'Akers Biosciences Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AKRX', 'Akorn, Inc.', 'Akorn, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ALCO', 'Alico, Inc.', 'Alico, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ALDR', 'Alder BioPharmaceuticals, Inc.', 'Alder BioPharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ALDX', 'Aldeyra Therapeutics, Inc.', 'Aldeyra Therapeutics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ALGN', 'Align Technology, Inc.', 'Align Technology, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ALGT', 'Allegiant Travel Company', 'Allegiant Travel Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ALIM', 'Alimera Sciences, Inc.', 'Alimera Sciences, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ALKS', 'Alkermes plc', 'Alkermes plc - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ALLB', 'Alliance Bancorp, Inc. of Pennsylvania', 'Alliance Bancorp, Inc. of Pennsylvania - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ALLT', 'Allot Communications Ltd.', 'Allot Communications Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ALNY', 'Alnylam Pharmaceuticals, Inc.', 'Alnylam Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ALOG', 'Analogic Corporation', 'Analogic Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ALOT', 'Astro', 'Astro-Med, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ALQA', 'Alliqua, Inc.', 'Alliqua, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ALSK', 'Alaska Communications Systems Group, Inc.', 'Alaska Communications Systems Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ALTR', 'Altera Corporation', 'Altera Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ALXA', 'Alexza Pharmaceuticals, Inc.', 'Alexza Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['ALXN', 'Alexion Pharmaceuticals, Inc.', 'Alexion Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMAG', 'AMAG Pharmaceuticals, Inc.', 'AMAG Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMAT', 'Applied Materials, Inc.', 'Applied Materials, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMBA', 'Ambarella, Inc.', 'Ambarella, Inc. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['AMBC', 'Ambac Financial Group, Inc.', 'Ambac Financial Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMBCW', 'Ambac Financial Group, Inc.', 'Ambac Financial Group, Inc. - Warrants', 'Q', 'N', 'N', '100.0']\n",
      "['AMCC', 'Applied Micro Circuits Corporation', 'Applied Micro Circuits Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMCF', 'Andatee China Marine Fuel Services Corporation', 'Andatee China Marine Fuel Services Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AMCN', 'AirMedia Group Inc', 'AirMedia Group Inc - American Depositary Shares, each representing two ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['AMCX', 'AMC Networks Inc.', 'AMC Networks Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMD', 'Advanced Micro Devices, Inc.', 'Advanced Micro Devices, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AMDA', 'Amedica Corporation', 'Amedica Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AMED', 'Amedisys Inc', 'Amedisys Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMGN', 'Amgen Inc.', 'Amgen Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMIC', 'American Independence Corp.', 'American Independence Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AMKR', 'Amkor Technology, Inc.', 'Amkor Technology, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMNB', 'American National Bankshares, Inc.', 'American National Bankshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMOT', 'Allied Motion Technologies, Inc.', 'Allied Motion Technologies, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AMOV', 'America Movil, S.A.B. de C.V.', 'America Movil, S.A.B. de C.V. - American Depositary Shares, each representing 20 A Shares', 'Q', 'N', 'N', '100.0']\n",
      "['AMPH', 'Amphastar Pharmaceuticals, Inc.', 'Amphastar Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMRB', 'American River Bankshares', 'American River Bankshares - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMRI', 'Albany Molecular Research, Inc.', 'Albany Molecular Research, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMRK', 'A', 'A-Mark Precious Metals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMRN', 'Amarin Corporation plc', 'Amarin Corporation plc - American Depositary Shares, each representing one Ordinary Share', 'G', 'N', 'N', '100.0']\n",
      "['AMRS', 'Amyris, Inc.', 'Amyris, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMSC', 'American Superconductor Corporation', 'American Superconductor Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMSF', 'AMERISAFE, Inc.', 'AMERISAFE, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMSG', 'Amsurg Corp.', 'Amsurg Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMSGP', 'Amsurg Corp.', 'Amsurg Corp. - 5.250% Mandatory Convertible Preferred Stock, Series A-1', 'Q', 'N', 'N', '100.0']\n",
      "['AMSWA', 'American Software, Inc.', 'American Software, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMTX', 'Aemetis, Inc', 'Aemetis, Inc - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AMWD', 'American Woodmark Corporation', 'American Woodmark Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AMZN', 'Amazon.com, Inc.', 'Amazon.com, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ANAC', 'Anacor Pharmaceuticals, Inc.', 'Anacor Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ANAD', 'ANADIGICS, Inc.', 'ANADIGICS, Inc. - Common Stock', 'Q', 'N', 'D', '100.0']\n",
      "['ANAT', 'American National Insurance Company', 'American National Insurance Company - Common Stock', 'Q', 'N', 'D', '100.0']\n",
      "['ANCB', 'Anchor Bancorp', 'Anchor Bancorp - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ANCI', 'American Caresource Holdings Inc', 'American Caresource Holdings Inc - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['ANCX', 'Access National Corporation', 'Access National Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ANDE', 'The Andersons, Inc.', 'The Andersons, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ANGI', \"Angie's List, Inc.\", \"Angie's List, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['ANGO', 'AngioDynamics, Inc.', 'AngioDynamics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ANIK', 'Anika Therapeutics Inc.', 'Anika Therapeutics Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ANIP', 'ANI Pharmaceuticals, Inc.', 'ANI Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ANSS', 'ANSYS, Inc.', 'ANSYS, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ANTH', 'Anthera Pharmaceuticals, Inc.', 'Anthera Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['ANY', 'Sphere 3D Corp', 'Sphere 3D Corp - Common Shares', 'G', 'N', 'N', '100.0']\n",
      "['AOSL', 'Alpha and Omega Semiconductor Limited', 'Alpha and Omega Semiconductor Limited - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['APAGF', 'Apco Oil and Gas International Inc.', 'Apco Oil and Gas International Inc. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['APDN', 'Applied DNA Sciences Inc', 'Applied DNA Sciences Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['APDNW', 'Applied DNA Sciences Inc', 'Applied DNA Sciences Inc - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['APEI', 'American Public Education, Inc.', 'American Public Education, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['APOG', 'Apogee Enterprises, Inc.', 'Apogee Enterprises, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['APOL', 'Apollo Education Group, Inc.', 'Apollo Education Group, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['APPY', 'Venaxis, Inc.', 'Venaxis, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['APRI', 'Apricus Biosciences, Inc', 'Apricus Biosciences, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['APSA', 'Alto Palermo S.A.', 'Alto Palermo S.A. - American Depository Shares, each representing forty shares of Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['APTO', 'Aptose Biosciences, Inc.', 'Aptose Biosciences, Inc. - Common Shares', 'S', 'N', 'N', '100.0']\n",
      "['APWC', 'Asia Pacific Wire & Cable Corporation Limited', 'Asia Pacific Wire & Cable Corporation Limited - Common shares, Par value .01 per share', 'G', 'N', 'N', '100.0']\n",
      "['AQXP', 'Aquinox Pharmaceuticals, Inc.', 'Aquinox Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ARAY', 'Accuray Incorporated', 'Accuray Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ARCB', 'ArcBest Corporation', 'ArcBest Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ARCC', 'Ares Capital Corporation', 'Ares Capital Corporation - Closed End Fund', 'Q', 'N', 'N', '100.0']\n",
      "['ARCI', 'Appliance Recycling Centers of America, Inc.', 'Appliance Recycling Centers of America, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ARCP', 'American Realty Capital Properties, Inc.', 'American Realty Capital Properties, Inc. - Common Stock', 'Q', 'N', 'E', '100.0']\n",
      "['ARCPP', 'American Realty Capital Properties, Inc.', 'American Realty Capital Properties, Inc. - 6.70% Series F Cumulative Redeemable Preferred Stock', 'Q', 'N', 'E', '100.0']\n",
      "['ARCW', 'ARC Group Worldwide, Inc.', 'ARC Group Worldwide, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ARDM', 'Aradigm Corporation', 'Aradigm Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ARDX', 'Ardelyx, Inc.', 'Ardelyx, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AREX', 'Approach Resources Inc.', 'Approach Resources Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ARGS', 'Argos Therapeutics, Inc.', 'Argos Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ARIA', 'ARIAD Pharmaceuticals, Inc.', 'ARIAD Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ARII', 'American Railcar Industries, Inc.', 'American Railcar Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ARIS', 'ARI Network Services, Inc.', 'ARI Network Services, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ARKR', 'Ark Restaurants Corp.', 'Ark Restaurants Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ARLP', 'Alliance Resource Partners, L.P.', 'Alliance Resource Partners, L.P. - Common Units Representing Limited Partnership Interests', 'Q', 'N', 'N', '100.0']\n",
      "['ARMH', 'ARM Holdings plc', 'ARM Holdings plc - American Depositary Shares each representing 3 Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ARNA', 'Arena Pharmaceuticals, Inc.', 'Arena Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AROW', 'Arrow Financial Corporation', 'Arrow Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ARQL', 'ArQule, Inc.', 'ArQule, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ARRS', 'ARRIS Group, Inc.', 'ARRIS Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ARRY', 'Array BioPharma Inc.', 'Array BioPharma Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ARTNA', 'Artesian Resources Corporation', 'Artesian Resources Corporation - Class A Non-Voting Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ARTW', \"Art's\", \"Art's-Way Manufacturing Co., Inc. - Common Stock\", 'S', 'N', 'N', '100.0']\n",
      "['ARTX', 'Arotech Corporation', 'Arotech Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ARUN', 'Aruba Networks, Inc.', 'Aruba Networks, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ARWR', 'Arrowhead Research Corporation', 'Arrowhead Research Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ASBB', 'ASB Bancorp, Inc.', 'ASB Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ASBI', 'Ameriana Bancorp', 'Ameriana Bancorp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ASCMA', 'Ascent Capital Group, Inc.', 'Ascent Capital Group, Inc. - Series A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ASEI', 'American Science and Engineering, Inc.', 'American Science and Engineering, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ASFI', 'Asta Funding, Inc.', 'Asta Funding, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ASMB', 'Assembly Biosciences, Inc.', 'Assembly Biosciences, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ASMI', 'ASM International N.V.', 'ASM International N.V. - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ASML', 'ASML Holding N.V.', 'ASML Holding N.V. - ADS represents 1 ordinary share', 'Q', 'N', 'N', '100.0']\n",
      "['ASNA', 'Ascena Retail Group, Inc.', 'Ascena Retail Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ASPS', 'Altisource Portfolio Solutions S.A.', 'Altisource Portfolio Solutions S.A. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ASPX', 'Auspex Pharmaceuticals, Inc.', 'Auspex Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ASRV', 'AmeriServ Financial Inc.', 'AmeriServ Financial Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ASRVP', 'AmeriServ Financial Inc.', 'AmeriServ Financial Inc. - AmeriServ Financial Trust I - 8.45% Beneficial Unsecured Securities, Series A', 'G', 'N', 'N', '100.0']\n",
      "['ASTC', 'Astrotech Corporation', 'Astrotech Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ASTE', 'Astec Industries, Inc.', 'Astec Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ASTI', 'Ascent Solar Technologies, Inc.', 'Ascent Solar Technologies, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ASUR', 'Asure Software Inc', 'Asure Software Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ASYS', 'Amtech Systems, Inc.', 'Amtech Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ATAI', 'ATA Inc.', 'ATA Inc. - American Depositary Shares, each representing two common shares', 'G', 'N', 'N', '100.0']\n",
      "['ATAX', 'America First Multifamily Investors, L.P.', 'America First Multifamily Investors, L.P. - Beneficial Unit Certificates (BUCs) representing Limited Partnership Interests', 'Q', 'N', 'N', '100.0']\n",
      "['ATEA', 'Astea International, Inc.', 'Astea International, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['ATEC', 'Alphatec Holdings, Inc.', 'Alphatec Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ATHN', 'athenahealth, Inc.', 'athenahealth, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ATHX', 'Athersys, Inc.', 'Athersys, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ATLC', 'Atlanticus Holdings Corporation', 'Atlanticus Holdings Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ATLO', 'Ames National Corporation', 'Ames National Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ATML', 'Atmel Corporation', 'Atmel Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ATNI', 'Atlantic Tele', 'Atlantic Tele-Network, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ATNY', 'API Technologies Corp.', 'API Technologies Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ATOS', 'Atossa Genetics Inc.', 'Atossa Genetics Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ATRA', 'Atara Biotherapeutics, Inc.', 'Atara Biotherapeutics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ATRC', 'AtriCure, Inc.', 'AtriCure, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ATRI', 'ATRION Corporation', 'ATRION Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ATRM', 'ATRM Holdings, Inc.', 'ATRM Holdings, Inc. - Common Stock', 'S', 'N', 'E', '100.0']\n",
      "['ATRO', 'Astronics Corporation', 'Astronics Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ATRS', 'Antares Pharma, Inc.', 'Antares Pharma, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ATSG', 'Air Transport Services Group, Inc', 'Air Transport Services Group, Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ATTU', 'Attunity Ltd.', 'Attunity Ltd. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['ATVI', 'Activision Blizzard, Inc', 'Activision Blizzard, Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AUBN', 'Auburn National Bancorporation, Inc.', 'Auburn National Bancorporation, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AUDC', 'AudioCodes Ltd.', 'AudioCodes Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['AUMA', 'AR Capital Acquisition Corp.', 'AR Capital Acquisition Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AUMAU', 'AR Capital Acquisition Corp.', 'AR Capital Acquisition Corp. - Units', 'S', 'N', 'N', '100.0']\n",
      "['AUMAW', 'AR Capital Acquisition Corp.', 'AR Capital Acquisition Corp. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['AUPH', 'Aurinia Pharmaceuticals Inc', 'Aurinia Pharmaceuticals Inc - Common Shares', 'G', 'N', 'N', '100.0']\n",
      "['AUXL', 'Auxilium Pharmaceuticals, Inc.', 'Auxilium Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AVAV', 'AeroVironment, Inc.', 'AeroVironment, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AVEO', 'AVEO Pharmaceuticals, Inc.', 'AVEO Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'D', '100.0']\n",
      "['AVGO', 'Avago Technologies Limited', 'Avago Technologies Limited - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['AVHI', 'A V Homes, Inc.', 'A V Homes, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AVID', 'Avid Technology, Inc.', 'Avid Technology, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AVNR', 'Avanir Pharmaceuticals, Inc.', 'Avanir Pharmaceuticals, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AVNW', 'Aviat Networks, Inc.', 'Aviat Networks, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AWAY', 'HomeAway, Inc.', 'HomeAway, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AWRE', 'Aware, Inc.', 'Aware, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['AXAS', 'Abraxas Petroleum Corporation', 'Abraxas Petroleum Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AXDX', 'Accelerate Diagnostics, Inc.', 'Accelerate Diagnostics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AXGN', 'AxoGen, Inc.', 'AxoGen, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AXJS', 'iShares MSCI All Country Asia ex Japan Small Cap Index Fund', 'iShares MSCI All Country Asia ex Japan Small Cap Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['AXPW', 'Axion Power International, Inc.', 'Axion Power International, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['AXPWW', 'Axion Power International, Inc.', 'Axion Power International, Inc. - Series A Warrants', 'S', 'N', 'N', '100.0']\n",
      "['AXTI', 'AXT Inc', 'AXT Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['AZPN', 'Aspen Technology, Inc.', 'Aspen Technology, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BABY', 'Natus Medical Incorporated', 'Natus Medical Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BAGR', 'Diversified Restaurant Holdings, Inc.', 'Diversified Restaurant Holdings, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BAMM', 'Books', 'Books-A-Million, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BANF', 'BancFirst Corporation', 'BancFirst Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BANFP', 'BancFirst Corporation', 'BancFirst Corporation - 7.2% Cumulative Trust Preferred Securities', 'Q', 'N', 'N', '100.0']\n",
      "['BANR', 'Banner Corporation', 'Banner Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BANX', 'StoneCastle Financial Corp', 'StoneCastle Financial Corp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BASI', 'Bioanalytical Systems, Inc.', 'Bioanalytical Systems, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BBBY', 'Bed Bath & Beyond Inc.', 'Bed Bath & Beyond Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BBC', 'BioShares Biotechnology Clinical Trials Fund', 'BioShares Biotechnology Clinical Trials Fund', 'G', 'N', 'N', '100.0']\n",
      "['BBCN', 'BBCN Bancorp, Inc.', 'BBCN Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BBEP', 'BreitBurn Energy Partners, L.P.', 'BreitBurn Energy Partners, L.P. - Common Units Representing Limited Partnership', 'Q', 'N', 'N', '100.0']\n",
      "['BBEPP', 'BreitBurn Energy Partners, L.P.', 'BreitBurn Energy Partners, L.P. - 8.25% Series A Cumulative Redeemable Perpetual Preferred Units', 'Q', 'N', 'N', '100.0']\n",
      "['BBGI', 'Beasley Broadcast Group, Inc.', 'Beasley Broadcast Group, Inc. - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BBLU', 'Blue Earth, Inc.', 'Blue Earth, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BBNK', 'Bridge Capital Holdings', 'Bridge Capital Holdings - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BBOX', 'Black Box Corporation', 'Black Box Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BBP', 'BioShares Biotechnology Products Fund', 'BioShares Biotechnology Products Fund', 'G', 'N', 'N', '100.0']\n",
      "['BBRG', 'Bravo Brio Restaurant Group, Inc.', 'Bravo Brio Restaurant Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BBRY', 'BlackBerry Limited', 'BlackBerry Limited - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BBSI', 'Barrett Business Services, Inc.', 'Barrett Business Services, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BCBP', 'BCB Bancorp, Inc. (NJ)', 'BCB Bancorp, Inc. (NJ) - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BCLI', 'Brainstorm Cell Therapeutics Inc.', 'Brainstorm Cell Therapeutics Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BCOM', 'B Communications Ltd.', 'B Communications Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['BCOR', 'Blucora, Inc.', 'Blucora, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BCOV', 'Brightcove Inc.', 'Brightcove Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BCPC', 'Balchem Corporation', 'Balchem Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BCRX', 'BioCryst Pharmaceuticals, Inc.', 'BioCryst Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BDBD', 'Boulder Brands, Inc.', 'Boulder Brands, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BDCV', 'BDCA Venture, Inc.', 'BDCA Venture, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BDE', 'Black Diamond, Inc.', 'Black Diamond, Inc. - Common Stock', 'Q', 'N', 'D', '100.0']\n",
      "['BDGE', 'Bridge Bancorp, Inc.', 'Bridge Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BDMS', 'Birner Dental Management Services, Inc.', 'Birner Dental Management Services, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BDSI', 'BioDelivery Sciences International, Inc.', 'BioDelivery Sciences International, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BEAT', 'BioTelemetry, Inc.', 'BioTelemetry, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BEAV', 'B/E Aerospace, Inc.', 'B/E Aerospace, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BEBE', 'bebe stores, inc.', 'bebe stores, inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BECN', 'Beacon Roofing Supply, Inc.', 'Beacon Roofing Supply, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BELFA', 'Bel Fuse Inc.', 'Bel Fuse Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BELFB', 'Bel Fuse Inc.', 'Bel Fuse Inc. - Class B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BFIN', 'BankFinancial Corporation', 'BankFinancial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BGCP', 'BGC Partners, Inc.', 'BGC Partners, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BGFV', 'Big 5 Sporting Goods Corporation', 'Big 5 Sporting Goods Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BGMD', 'BG Medicine, Inc.', 'BG Medicine, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['BHBK', 'Blue Hills Bancorp, Inc.', 'Blue Hills Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BIB', 'ProShares Ultra Nasdaq Biotechnology', 'ProShares Ultra Nasdaq Biotechnology', 'G', 'N', 'N', '100.0']\n",
      "['BICK', 'First Trust BICK Index Fund', 'First Trust BICK Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['BIDU', 'Baidu, Inc.', 'Baidu, Inc. - American Depositary Shares, each representing one tenth Class A ordinary share', 'Q', 'N', 'N', '100.0']\n",
      "['BIIB', 'Biogen Idec Inc.', 'Biogen Idec Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BIND', 'BIND Therapeutics, Inc.', 'BIND Therapeutics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BIOC', 'Biocept, Inc.', 'Biocept, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BIOD', 'Biodel Inc.', 'Biodel Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BIOL', 'Biolase, Inc.', 'Biolase, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BIOS', 'BioScrip, Inc.', 'BioScrip, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BIRT', 'Actuate Corporation', 'Actuate Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BIS', 'ProShares UltraShort Nasdaq Biotechnology', 'ProShares UltraShort Nasdaq Biotechnology', 'G', 'N', 'N', '100.0']\n",
      "['BJRI', \"BJ's Restaurants, Inc.\", \"BJ's Restaurants, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['BKCC', 'BlackRock Kelso Capital Corporation', 'BlackRock Kelso Capital Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BKEP', 'Blueknight Energy Partners L.P., L.L.C.', 'Blueknight Energy Partners L.P., L.L.C. - Common Units representing Limited Partner Interests', 'G', 'N', 'N', '100.0']\n",
      "['BKEPP', 'Blueknight Energy Partners L.P., L.L.C.', 'Blueknight Energy Partners L.P., L.L.C. - Series A Preferred Units', 'G', 'N', 'N', '100.0']\n",
      "['BKMU', 'Bank Mutual Corporation', 'Bank Mutual Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BKSC', 'Bank of South Carolina Corp.', 'Bank of South Carolina Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BKYF', 'The Bank of Kentucky Financial Corp.', 'The Bank of Kentucky Financial Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BLCM', 'Bellicum Pharmaceuticals, Inc.', 'Bellicum Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BLDP', 'Ballard Power Systems, Inc.', 'Ballard Power Systems, Inc. - Common Shares', 'G', 'N', 'N', '100.0']\n",
      "['BLDR', 'Builders FirstSource, Inc.', 'Builders FirstSource, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BLFS', 'BioLife Solutions, Inc.', 'BioLife Solutions, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BLIN', 'Bridgeline Digital, Inc.', 'Bridgeline Digital, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['BLKB', 'Blackbaud, Inc.', 'Blackbaud, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BLMN', \"Bloomin' Brands, Inc.\", \"Bloomin' Brands, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['BLMT', 'BSB Bancorp, Inc.', 'BSB Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BLRX', 'BioLineRx Ltd.', 'BioLineRx Ltd. - American Depositary Shares', 'S', 'N', 'N', '100.0']\n",
      "['BLUE', 'bluebird bio, Inc.', 'bluebird bio, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BLVD', 'Boulevard Acquisition Corp.', 'Boulevard Acquisition Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BLVDU', 'Boulevard Acquisition Corp.', 'Boulevard Acquisition Corp. - Units', 'S', 'N', 'N', '100.0']\n",
      "['BLVDW', 'Boulevard Acquisition Corp.', 'Boulevard Acquisition Corp. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['BMRC', 'Bank of Marin Bancorp', 'Bank of Marin Bancorp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BMRN', 'BioMarin Pharmaceutical Inc.', 'BioMarin Pharmaceutical Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BMTC', 'Bryn Mawr Bank Corporation', 'Bryn Mawr Bank Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BNCL', 'Beneficial Mutual Bancorp, Inc.', 'Beneficial Mutual Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BNCN', 'BNC Bancorp', 'BNC Bancorp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BNDX', 'Vanguard Total International Bond ETF', 'Vanguard Total International Bond ETF', 'G', 'N', 'N', '100.0']\n",
      "['BNFT', 'Benefitfocus, Inc.', 'Benefitfocus, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BNSO', 'Bonso Electronics International, Inc.', 'Bonso Electronics International, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BOBE', 'Bob Evans Farms, Inc.', 'Bob Evans Farms, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BOCH', 'Bank of Commerce Holdings (CA)', 'Bank of Commerce Holdings (CA) - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BOFI', 'BofI Holding, Inc.', 'BofI Holding, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BOKF', 'BOK Financial Corporation', 'BOK Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BONA', 'Bona Film Group Limited', 'Bona Film Group Limited - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['BONT', 'The Bon', 'The Bon-Ton Stores, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BOOM', 'Dynamic Materials Corporation', 'Dynamic Materials Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BOSC', 'B.O.S. Better Online Solutions', 'B.O.S. Better Online Solutions - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['BOTA', 'Biota Pharmaceuticals, Inc.', 'Biota Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BOTJ', 'Bank of the James Financial Group, Inc.', 'Bank of the James Financial Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BPFH', 'Boston Private Financial Holdings, Inc.', 'Boston Private Financial Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BPFHP', 'Boston Private Financial Holdings, Inc.', 'Boston Private Financial Holdings, Inc. - Depositary Shares representing 1/40th Interest in a Share of 6.95% Non-Cumulative Perpetual Preferred Stock, Series D', 'Q', 'N', 'N', '100.0']\n",
      "['BPFHW', 'Boston Private Financial Holdings, Inc.', 'Boston Private Financial Holdings, Inc. - Warrants to purchase 1 share of common stock @ $8.00/share', 'Q', 'N', 'N', '100.0']\n",
      "['BPOP', 'Popular, Inc.', 'Popular, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BPOPM', 'Popular, Inc.', 'Popular, Inc. - Popular Capital Trust II - 6.125% Cumulative Monthly Income Trust Preferred Securities', 'Q', 'N', 'N', '100.0']\n",
      "['BPOPN', 'Popular, Inc.', 'Popular, Inc. - Popular Capital Trust I -6.70% Cumulative Monthly Income Trust Preferred Securities', 'Q', 'N', 'N', '100.0']\n",
      "['BPTH', 'Bio', 'Bio-Path Holdings, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BRCD', 'Brocade Communications Systems, Inc.', 'Brocade Communications Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BRCM', 'Broadcom Corporation', 'Broadcom Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BRDR', 'Borderfree, Inc.', 'Borderfree, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BREW', 'Craft Brew Alliance, Inc.', 'Craft Brew Alliance, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BRID', 'Bridgford Foods Corporation', 'Bridgford Foods Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BRKL', 'Brookline Bancorp, Inc.', 'Brookline Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BRKR', 'Bruker Corporation', 'Bruker Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BRKS', 'Brooks Automation, Inc.', 'Brooks Automation, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BRLI', 'Bio', 'Bio-Reference Laboratories, Inc. - Common Stock', 'Q', 'N', 'D', '100.0']\n",
      "['BSDM', 'BSD Medical Corporation', 'BSD Medical Corporation - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['BSET', 'Bassett Furniture Industries, Incorporated', 'Bassett Furniture Industries, Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BSF', 'Bear State Financial, Inc.', 'Bear State Financial, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BSFT', 'BroadSoft, Inc.', 'BroadSoft, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BSPM', 'Biostar Pharmaceuticals, Inc.', 'Biostar Pharmaceuticals, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BSQR', 'BSQUARE Corporation', 'BSQUARE Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BSRR', 'Sierra Bancorp', 'Sierra Bancorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BSTC', 'BioSpecifics Technologies Corp', 'BioSpecifics Technologies Corp - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['BTUI', 'BTU International, Inc.', 'BTU International, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BUR', 'Burcon NutraScience Corp', 'Burcon NutraScience Corp - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['BUSE', 'First Busey Corporation', 'First Busey Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BV', 'Bazaarvoice, Inc.', 'Bazaarvoice, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BVA', 'Cordia Bancorp Inc.', 'Cordia Bancorp Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BVSN', 'BroadVision, Inc.', 'BroadVision, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BWEN', 'Broadwind Energy, Inc.', 'Broadwind Energy, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BWFG', 'Bankwell Financial Group, Inc.', 'Bankwell Financial Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BWINA', 'Baldwin & Lyons, Inc.', 'Baldwin & Lyons, Inc. - Class A (voting) Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BWINB', 'Baldwin & Lyons, Inc.', 'Baldwin & Lyons, Inc. - Class B (nonvoting) Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['BWLD', 'Buffalo Wild Wings, Inc.', 'Buffalo Wild Wings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['BYBK', 'Bay Bancorp, Inc.', 'Bay Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BYFC', 'Broadway Financial Corporation', 'Broadway Financial Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['BYLK', 'Baylake Corp', 'Baylake Corp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CA', 'CA Inc.', 'CA Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CAAS', 'China Automotive Systems, Inc.', 'China Automotive Systems, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CAC', 'Camden National Corporation', 'Camden National Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CACB', 'Cascade Bancorp', 'Cascade Bancorp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CACC', 'Credit Acceptance Corporation', 'Credit Acceptance Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CACG', 'Chart Acquisition Corp.', 'Chart Acquisition Corp. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['CACGU', 'Chart Acquisition Corp.', 'Chart Acquisition Corp. - Units', 'S', 'N', 'D', '100.0']\n",
      "['CACGW', 'Chart Acquisition Corp.', 'Chart Acquisition Corp. - Warrants', 'S', 'N', 'D', '100.0']\n",
      "['CACH', 'Cache, Inc.', 'Cache, Inc. - Common Stock', 'Q', 'N', 'D', '100.0']\n",
      "['CACQ', 'Caesars Acquisition Company', 'Caesars Acquisition Company - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CADC', 'China Advanced Construction Materials Group, Inc.', 'China Advanced Construction Materials Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CADT', 'DT Asia Investments Limited', 'DT Asia Investments Limited - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['CADTR', 'DT Asia Investments Limited', 'DT Asia Investments Limited - Right', 'S', 'N', 'N', '100.0']\n",
      "['CADTU', 'DT Asia Investments Limited', 'DT Asia Investments Limited - Unit', 'S', 'N', 'N', '100.0']\n",
      "['CADTW', 'DT Asia Investments Limited', 'DT Asia Investments Limited - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['CAKE', 'The Cheesecake Factory Incorporated', 'The Cheesecake Factory Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CALA', 'Calithera Biosciences, Inc.', 'Calithera Biosciences, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CALD', 'Callidus Software, Inc.', 'Callidus Software, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CALI', 'China Auto Logistics Inc.', 'China Auto Logistics Inc. - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['CALL', 'magicJack VocalTec Ltd', 'magicJack VocalTec Ltd - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['CALM', 'Cal', 'Cal-Maine Foods, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CAMB', 'Cambridge Capital Acquisition Corporation', 'Cambridge Capital Acquisition Corporation - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['CAMBU', 'Cambridge Capital Acquisition Corporation', 'Cambridge Capital Acquisition Corporation - Unit', 'S', 'N', 'D', '100.0']\n",
      "['CAMBW', 'Cambridge Capital Acquisition Corporation', 'Cambridge Capital Acquisition Corporation - Warrant', 'S', 'N', 'D', '100.0']\n",
      "['CAMP', 'CalAmp Corp.', 'CalAmp Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CAMT', 'Camtek Ltd.', 'Camtek Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['CAPN', 'Capnia, Inc.', 'Capnia, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CAPNW', 'Capnia, Inc.', 'Capnia, Inc. - Series A Warrant', 'S', 'N', 'N', '100.0']\n",
      "['CAR', 'Avis Budget Group, Inc.', 'Avis Budget Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CARA', 'Cara Therapeutics, Inc.', 'Cara Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CARB', 'Carbonite, Inc.', 'Carbonite, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CARO', 'Carolina Financial Corporation', 'Carolina Financial Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CART', 'Carolina Trust Bank', 'Carolina Trust Bank - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CARV', 'Carver Bancorp, Inc.', 'Carver Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CARZ', 'First Trust NASDAQ Global Auto Index Fund', 'First Trust NASDAQ Global Auto Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['CASH', 'Meta Financial Group, Inc.', 'Meta Financial Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CASI', 'CASI Pharmaceuticals, Inc.', 'CASI Pharmaceuticals, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CASM', 'CAS Medical Systems, Inc.', 'CAS Medical Systems, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CASS', 'Cass Information Systems, Inc', 'Cass Information Systems, Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CASY', 'Caseys General Stores, Inc.', 'Caseys General Stores, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CATM', 'Cardtronics, Inc.', 'Cardtronics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CATY', 'Cathay General Bancorp', 'Cathay General Bancorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CATYW', 'Cathay General Bancorp', 'Cathay General Bancorp - Warrant', 'Q', 'N', 'N', '100.0']\n",
      "['CAVM', 'Cavium, Inc.', 'Cavium, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CBAK', 'China BAK Battery, Inc.', 'China BAK Battery, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CBAN', 'Colony Bankcorp, Inc.', 'Colony Bankcorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CBAY', 'CymaBay Therapeutics Inc.', 'CymaBay Therapeutics Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CBDE', 'CBD Energy Limited', 'CBD Energy Limited - Ordinary Shares', 'S', 'N', 'K', '100.0']\n",
      "['CBF', 'Capital Bank Financial Corp.', 'Capital Bank Financial Corp. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CBFV', 'CB Financial Services, Inc.', 'CB Financial Services, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CBIN', 'Community Bank Shares of Indiana, Inc.', 'Community Bank Shares of Indiana, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CBLI', 'Cleveland BioLabs, Inc.', 'Cleveland BioLabs, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['CBMG', 'Cellular Biomedicine Group, Inc.', 'Cellular Biomedicine Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CBMX', 'CombiMatrix Corporation', 'CombiMatrix Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CBNJ', 'Cape Bancorp, Inc.', 'Cape Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CBNK', 'Chicopee Bancorp, Inc.', 'Chicopee Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CBOE', 'CBOE Holdings, Inc.', 'CBOE Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CBPO', 'China Biologic Products, Inc.', 'China Biologic Products, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CBRL', 'Cracker Barrel Old Country Store, Inc.', 'Cracker Barrel Old Country Store, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CBRX', 'Columbia Laboratories, Inc.', 'Columbia Laboratories, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CBSH', 'Commerce Bancshares, Inc.', 'Commerce Bancshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CBSHP', 'Commerce Bancshares, Inc.', 'Commerce Bancshares, Inc. - Depositary Shares, each representing a 1/1000th interest of 6.00% Series B Non-Cumulative Perpetual Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CBST', 'Cubist Pharmaceuticals, Inc.', 'Cubist Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CBSTZ', 'Cubist Pharmaceuticals, Inc.', 'Cubist Pharmaceuticals, Inc. - Contingent Value Right', 'Q', 'N', 'N', '100.0']\n",
      "['CCBG', 'Capital City Bank Group', 'Capital City Bank Group - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CCCL', 'China Ceramics Co., Ltd.', 'China Ceramics Co., Ltd. - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['CCCR', 'China Commercial Credit, Inc.', 'China Commercial Credit, Inc. - Common Stock', 'S', 'N', 'E', '100.0']\n",
      "['CCIH', 'ChinaCache International Holdings Ltd.', 'ChinaCache International Holdings Ltd. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CCLP', 'CSI Compressco LP', 'CSI Compressco LP - common units', 'Q', 'N', 'N', '100.0']\n",
      "['CCMP', 'Cabot Microelectronics Corporation', 'Cabot Microelectronics Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CCNE', 'CNB Financial Corporation', 'CNB Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CCOI', 'Cogent Communications Holdings, Inc.', 'Cogent Communications Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CCRN', 'Cross Country Healthcare, Inc.', 'Cross Country Healthcare, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CCUR', 'Concurrent Computer Corporation', 'Concurrent Computer Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CCXI', 'ChemoCentryx, Inc.', 'ChemoCentryx, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CDC', 'Compass EMP U S EQ Income 100 Enhanced Volatility Weighted Fund', 'Compass EMP U S EQ Income 100 Enhanced Volatility Weighted Fund', 'G', 'N', 'N', '100.0']\n",
      "['CDK', 'CDK Global, Inc.', 'CDK Global, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CDNA', 'CareDx, Inc.', 'CareDx, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CDNS', 'Cadence Design Systems, Inc.', 'Cadence Design Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CDTI', 'Clean Diesel Technologies, Inc.', 'Clean Diesel Technologies, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CDW', 'CDW Corporation', 'CDW Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CDXS', 'Codexis, Inc.', 'Codexis, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CDZI', 'Cadiz, Inc.', 'Cadiz, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CECE', 'CECO Environmental Corp.', 'CECO Environmental Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CECO', 'Career Education Corporation', 'Career Education Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CELG', 'Celgene Corporation', 'Celgene Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CELGZ', 'Celgene Corporation', 'Celgene Corporation - Contingent Value Right', 'G', 'N', 'N', '100.0']\n",
      "['CEMI', 'Chembio Diagnostics, Inc.', 'Chembio Diagnostics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CEMP', 'Cempra, Inc.', 'Cempra, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CENT', 'Central Garden & Pet Company', 'Central Garden & Pet Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CENTA', 'Central Garden & Pet Company', 'Central Garden & Pet Company - Class A Common Stock Nonvoting', 'Q', 'N', 'N', '100.0']\n",
      "['CENX', 'Century Aluminum Company', 'Century Aluminum Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CERE', 'Ceres, Inc.', 'Ceres, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['CERN', 'Cerner Corporation', 'Cerner Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CERS', 'Cerus Corporation', 'Cerus Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CERU', 'Cerulean Pharma Inc.', 'Cerulean Pharma Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CETV', 'Central European Media Enterprises Ltd.', 'Central European Media Enterprises Ltd. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CEVA', 'CEVA, Inc.', 'CEVA, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CFA', 'Compass EMP US 500 Volatility Weighted Index ETF', 'Compass EMP US 500 Volatility Weighted Index ETF', 'G', 'N', 'N', '100.0']\n",
      "['CFBK', 'Central Federal Corporation', 'Central Federal Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CFFI', 'C&F Financial Corporation', 'C&F Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CFFN', 'Capitol Federal Financial, Inc.', 'Capitol Federal Financial, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CFGE', 'Calamos Focus Growth ETF', 'Calamos Focus Growth ETF', 'G', 'N', 'N', '100.0']\n",
      "['CFNB', 'California First National Bancorp', 'California First National Bancorp - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CFNL', 'Cardinal Financial Corporation', 'Cardinal Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CFO', 'Compass EMP US 500 Enhanced Volatility Weighted Index ETF', 'Compass EMP US 500 Enhanced Volatility Weighted Index ETF', 'G', 'N', 'N', '100.0']\n",
      "['CFRX', 'ContraFect Corporation', 'ContraFect Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CFRXW', 'ContraFect Corporation', 'ContraFect Corporation - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['CFRXZ', 'ContraFect Corporation', 'ContraFect Corporation - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['CG', 'The Carlyle Group L.P.', 'The Carlyle Group L.P. - Common Units', 'Q', 'N', 'N', '100.0']\n",
      "['CGEN', 'Compugen Ltd.', 'Compugen Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['CGIX', 'Cancer Genetics, Inc.', 'Cancer Genetics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CGNX', 'Cognex Corporation', 'Cognex Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CGO', 'Calamos Global Total Return Fund', 'Calamos Global Total Return Fund - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHCI', 'Comstock Holding Companies, Inc.', 'Comstock Holding Companies, Inc. - Class A Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CHCO', 'City Holding Company', 'City Holding Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHDN', 'Churchill Downs, Incorporated', 'Churchill Downs, Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHEF', \"The Chefs' Warehouse, Inc.\", \"The Chefs' Warehouse, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['CHEV', 'Cheviot Financial Corp', 'Cheviot Financial Corp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CHFC', 'Chemical Financial Corporation', 'Chemical Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHFN', 'Charter Financial Corp.', 'Charter Financial Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CHI', 'Calamos Convertible Opportunities and Income Fund', 'Calamos Convertible Opportunities and Income Fund - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHKE', 'Cherokee Inc.', 'Cherokee Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHKP', 'Check Point Software Technologies Ltd.', 'Check Point Software Technologies Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CHLN', 'China Housing & Land Development, Inc.', 'China Housing & Land Development, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['CHMG', 'Chemung Financial Corp', 'Chemung Financial Corp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHNR', 'China Natural Resources, Inc.', 'China Natural Resources, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CHOP', 'China Gerui Advanced Materials Group Limited', 'China Gerui Advanced Materials Group Limited - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CHRS', 'Coherus BioSciences, Inc.', 'Coherus BioSciences, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CHRW', 'C.H. Robinson Worldwide, Inc.', 'C.H. Robinson Worldwide, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHSCM', 'CHS Inc', 'CHS Inc - Class B Reset Rate Cumulative Redeemable Preferred Stock, Series 3', 'Q', 'N', 'N', '100.0']\n",
      "['CHSCN', 'CHS Inc', 'CHS Inc - Preferred Class B Series 2 Reset Rate', 'Q', 'N', 'N', '100.0']\n",
      "['CHSCO', 'CHS Inc', 'CHS Inc - Class B Cumulative Redeemable Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHSCP', 'CHS Inc', 'CHS Inc - 8%  Cumulative Redeemable Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHTR', 'Charter Communications, Inc.', 'Charter Communications, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHUY', \"Chuy's Holdings, Inc.\", \"Chuy's Holdings, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['CHW', 'Calamos Global Dynamic Income Fund', 'Calamos Global Dynamic Income Fund - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHXF', 'WisdomTree China Dividend Ex', 'WisdomTree China Dividend Ex-Financials Fund', 'G', 'N', 'N', '100.0']\n",
      "['CHY', 'Calamos Convertible and High Income Fund', 'Calamos Convertible and High Income Fund - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CHYR', 'ChyronHego Corporation', 'ChyronHego Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CIDM', 'Cinedigm Corp', 'Cinedigm Corp - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CIFC', 'CIFC Corp.', 'CIFC Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CIMT', 'Cimatron, Limited', 'Cimatron, Limited - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['CINF', 'Cincinnati Financial Corporation', 'Cincinnati Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CISAW', 'CIS Acquisition Ltd.', 'CIS Acquisition Ltd. - Warrant', 'S', 'N', 'D', '100.0']\n",
      "['CISG', 'CNinsure Inc.', 'CNinsure Inc. - American depositary shares, each representing 20 ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['CIZ', 'Compass EMP Developed 500 Enhanced Volatility Weighted Index ETF', 'Compass EMP Developed 500 Enhanced Volatility Weighted Index ETF', 'G', 'N', 'N', '100.0']\n",
      "['CIZN', 'Citizens Holding Company', 'Citizens Holding Company - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CJJD', 'China Jo', 'China Jo-Jo Drugstores, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CKEC', 'Carmike Cinemas, Inc.', 'Carmike Cinemas, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CKSW', 'ClickSoftware Technologies Ltd.', 'ClickSoftware Technologies Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CLAC', 'Capitol Acquisition Corp. II', 'Capitol Acquisition Corp. II - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['CLACU', 'Capitol Acquisition Corp. II', 'Capitol Acquisition Corp. II - Unit', 'S', 'N', 'D', '100.0']\n",
      "['CLACW', 'Capitol Acquisition Corp. II', 'Capitol Acquisition Corp. II - Warrant', 'S', 'N', 'D', '100.0']\n",
      "['CLBH', 'Carolina Bank Holdings Inc.', 'Carolina Bank Holdings Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CLCT', 'Collectors Universe, Inc.', 'Collectors Universe, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CLDN', 'Celladon Corporation', 'Celladon Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CLDX', 'Celldex Therapeutics, Inc.', 'Celldex Therapeutics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CLFD', 'Clearfield, Inc.', 'Clearfield, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CLIR', 'ClearSign Combustion Corporation', 'ClearSign Combustion Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CLMS', 'Calamos Asset Management, Inc.', 'Calamos Asset Management, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CLMT', 'Calumet Specialty Products Partners, L.P.', 'Calumet Specialty Products Partners, L.P. - Common units representing limited partner interests', 'Q', 'N', 'N', '100.0']\n",
      "['CLNE', 'Clean Energy Fuels Corp.', 'Clean Energy Fuels Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CLNT', 'Cleantech Solutions International, Inc.', 'Cleantech Solutions International, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CLRB', 'Cellectar Biosciences, Inc.', 'Cellectar Biosciences, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CLRBW', 'Cellectar Biosciences, Inc.', 'Cellectar Biosciences, Inc. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['CLRO', 'ClearOne, Inc.', 'ClearOne, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CLRX', 'CollabRx, Inc.', 'CollabRx, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['CLSN', 'Celsion Corporation', 'Celsion Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CLTX', 'Celsus Therapeutics Plc', 'Celsus Therapeutics Plc - American Depositary Shares', 'S', 'N', 'N', '100.0']\n",
      "['CLUB', 'Town Sports International Holdings, Inc.', 'Town Sports International Holdings, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CLVS', 'Clovis Oncology, Inc.', 'Clovis Oncology, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CLWT', 'Euro Tech Holdings Company Limited', 'Euro Tech Holdings Company Limited - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['CMCO', 'Columbus McKinnon Corporation', 'Columbus McKinnon Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CMCSA', 'Comcast Corporation', 'Comcast Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CMCSK', 'Comcast Corporation', 'Comcast Corporation - Class A Special Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CMCT', 'CIM Commercial Trust Corporation', 'CIM Commercial Trust Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CME', 'CME Group Inc.', 'CME Group Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CMFN', 'CM Finance Inc', 'CM Finance Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CMGE', 'China Mobile Games and Entertainment Group Limited', 'China Mobile Games and Entertainment Group Limited - American Depositary Shares', 'G', 'N', 'N', '100.0']\n",
      "['CMLS', 'Cumulus Media Inc.', 'Cumulus Media Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CMPR', 'Cimpress N.V', 'Cimpress N.V - Ordinary Shares (The Netherlands)', 'Q', 'N', 'N', '100.0']\n",
      "['CMRX', 'Chimerix, Inc.', 'Chimerix, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CMSB', 'CMS Bancorp, Inc.', 'CMS Bancorp, Inc. - common stock', 'S', 'N', 'N', '100.0']\n",
      "['CMTL', 'Comtech Telecommunications Corp.', 'Comtech Telecommunications Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CNAT', 'Conatus Pharmaceuticals Inc.', 'Conatus Pharmaceuticals Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CNBKA', 'Century Bancorp, Inc.', 'Century Bancorp, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CNCE', 'Concert Pharmaceuticals, Inc.', 'Concert Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CNDO', 'Coronado Biosciences, Inc.', 'Coronado Biosciences, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CNET', 'ChinaNet Online Holdings, Inc.', 'ChinaNet Online Holdings, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CNIT', 'China Information Technology, Inc.', 'China Information Technology, Inc. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CNLM', 'CB Pharma Acquisition Corp.', 'CB Pharma Acquisition Corp. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['CNLMR', 'CB Pharma Acquisition Corp.', 'CB Pharma Acquisition Corp. - Rights', 'S', 'N', 'N', '100.0']\n",
      "['CNLMU', 'CB Pharma Acquisition Corp.', 'CB Pharma Acquisition Corp. - Units', 'S', 'N', 'N', '100.0']\n",
      "['CNLMW', 'CB Pharma Acquisition Corp.', 'CB Pharma Acquisition Corp. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['CNMD', 'CONMED Corporation', 'CONMED Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CNOB', 'ConnectOne Bancorp, Inc.', 'ConnectOne Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CNSI', 'Comverse Inc.', 'Comverse Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CNSL', 'Consolidated Communications Holdings, Inc.', 'Consolidated Communications Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CNTF', 'China TechFaith Wireless Communication Technology Limited', 'China TechFaith Wireless Communication Technology Limited - American Depositary Shares, each representing 15 ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['CNTY', 'Century Casinos, Inc.', 'Century Casinos, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CNV', 'Cnova N.V.', 'Cnova N.V. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CNXR', 'Connecture, Inc.', 'Connecture, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CNYD', 'China Yida Holding, Co.', 'China Yida Holding, Co. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['COB', 'CommunityOne Bancorp', 'CommunityOne Bancorp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['COBK', 'Colonial Financial Services, Inc.', 'Colonial Financial Services, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['COBZ', 'CoBiz Financial Inc.', 'CoBiz Financial Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['COCO', 'Corinthian Colleges, Inc.', 'Corinthian Colleges, Inc. - Common Stock', 'Q', 'N', 'H', '100.0']\n",
      "['COHR', 'Coherent, Inc.', 'Coherent, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['COHU', 'Cohu, Inc.', 'Cohu, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['COKE', 'Coca', 'Coca-Cola Bottling Co. Consolidated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['COLB', 'Columbia Banking System, Inc.', 'Columbia Banking System, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['COLM', 'Columbia Sportswear Company', 'Columbia Sportswear Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['COMM', 'CommScope Holding Company, Inc.', 'CommScope Holding Company, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['COMT', 'iShares Commodities Select Strategy ETF', 'iShares Commodities Select Strategy ETF', 'G', 'N', 'N', '100.0']\n",
      "['CONE', 'CyrusOne Inc', 'CyrusOne Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CONN', \"Conn's, Inc.\", \"Conn's, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['COOL', 'Majesco Entertainment Company', 'Majesco Entertainment Company - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CORE', 'Core', 'Core-Mark Holding Company, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CORI', 'Corium International, Inc.', 'Corium International, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CORT', 'Corcept Therapeutics Incorporated', 'Corcept Therapeutics Incorporated - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['COSI', 'Cosi, Inc.', 'Cosi, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['COST', 'Costco Wholesale Corporation', 'Costco Wholesale Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['COVS', 'Covisint Corporation', 'Covisint Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['COWN', 'Cowen Group, Inc.', 'Cowen Group, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['COWNL', 'Cowen Group, Inc.', 'Cowen Group, Inc. - 8.25% Senior Notes due 2021', 'Q', 'N', 'N', '100.0']\n",
      "['CPAH', 'CounterPath Corporation', 'CounterPath Corporation - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['CPGI', 'China Shengda Packaging Group, Inc.', 'China Shengda Packaging Group, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['CPHC', 'Canterbury Park Holding Corporation', 'Canterbury Park Holding Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CPHD', 'CEPHEID', 'CEPHEID - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CPHR', 'Cipher Pharmaceuticals Inc.', 'Cipher Pharmaceuticals Inc. - Common Shares', 'G', 'N', 'N', '100.0']\n",
      "['CPIX', 'Cumberland Pharmaceuticals Inc.', 'Cumberland Pharmaceuticals Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CPLA', 'Capella Education Company', 'Capella Education Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CPLP', 'Capital Product Partners L.P.', 'Capital Product Partners L.P. - common units representing limited partner interests', 'Q', 'N', 'N', '100.0']\n",
      "['CPRT', 'Copart, Inc.', 'Copart, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CPRX', 'Catalyst Pharmaceutical Partners, Inc.', 'Catalyst Pharmaceutical Partners, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CPSI', 'Computer Programs and Systems, Inc.', 'Computer Programs and Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CPSS', 'Consumer Portfolio Services, Inc.', 'Consumer Portfolio Services, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CPST', 'Capstone Turbine Corporation', 'Capstone Turbine Corporation - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['CPTA', 'Capitala Finance Corp.', 'Capitala Finance Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CPXX', 'Celator Pharmaceuticals Inc.', 'Celator Pharmaceuticals Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CRAI', 'CRA International,Inc.', 'CRA International,Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CRAY', 'Cray Inc', 'Cray Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CRDC', 'Cardica, Inc.', 'Cardica, Inc. - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['CRDS', 'Crossroads Systems, Inc.', 'Crossroads Systems, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CRDT', 'WisdomTree Strategic Corporate Bond Fund', 'WisdomTree Strategic Corporate Bond Fund', 'G', 'N', 'N', '100.0']\n",
      "['CREE', 'Cree, Inc.', 'Cree, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CREG', 'China Recycling Energy Corporation', 'China Recycling Energy Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CRESW', 'Cresud S.A.C.I.F. y A.', 'Cresud S.A.C.I.F. y A. - Warrants 5/22/2015', 'Q', 'N', 'N', '100.0']\n",
      "['CRESY', 'Cresud S.A.C.I.F. y A.', 'Cresud S.A.C.I.F. y A. - American Depositary Shares, each representing ten shares of Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CRIS', 'Curis, Inc.', 'Curis, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CRME', 'Cardiome Pharma Corporation', 'Cardiome Pharma Corporation - Ordinary Shares (Canada)', 'S', 'N', 'N', '100.0']\n",
      "['CRMT', \"America's Car\", \"America's Car-Mart, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['CRNT', 'Ceragon Networks Ltd.', 'Ceragon Networks Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CROX', 'Crocs, Inc.', 'Crocs, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CRRC', 'Courier Corporation', 'Courier Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CRRS', 'Corporate Resource Services, Inc.', 'Corporate Resource Services, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CRTN', 'Cartesian, Inc.', 'Cartesian, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CRTO', 'Criteo S.A.', 'Criteo S.A. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CRUS', 'Cirrus Logic, Inc.', 'Cirrus Logic, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CRVL', 'CorVel Corp.', 'CorVel Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CRWN', 'Crown Media Holdings, Inc.', 'Crown Media Holdings, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CRWS', 'Crown Crafts, Inc.', 'Crown Crafts, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CRZO', 'Carrizo Oil & Gas, Inc.', 'Carrizo Oil & Gas, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CSBK', 'Clifton Bancorp Inc.', 'Clifton Bancorp Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CSCD', 'Cascade Microtech, Inc.', 'Cascade Microtech, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CSCO', 'Cisco Systems, Inc.', 'Cisco Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CSF', 'Compass EMP U.S. Discovery 500 Enhanced Volatility Weighted Fund', 'Compass EMP U.S. Discovery 500 Enhanced Volatility Weighted Fund', 'G', 'N', 'N', '100.0']\n",
      "['CSFL', 'CenterState Banks, Inc.', 'CenterState Banks, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CSGP', 'CoStar Group, Inc.', 'CoStar Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CSGS', 'CSG Systems International, Inc.', 'CSG Systems International, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CSII', 'Cardiovascular Systems, Inc.', 'Cardiovascular Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CSIQ', 'Canadian Solar Inc.', 'Canadian Solar Inc. - common shares', 'Q', 'N', 'N', '100.0']\n",
      "['CSOD', 'Cornerstone OnDemand, Inc.', 'Cornerstone OnDemand, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CSPI', 'CSP Inc.', 'CSP Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CSQ', 'Calamos Strategic Total Return Fund', 'Calamos Strategic Total Return Fund - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CSRE', 'CSR plc', 'CSR plc - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CSTE', 'CaesarStone Sdot', 'CaesarStone Sdot-Yam Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CSUN', 'China Sunergy Co., Ltd.', 'China Sunergy Co., Ltd. - American Depositary Shares, each representing 18 ordinary shares', 'Q', 'N', 'D', '100.0']\n",
      "['CSWC', 'Capital Southwest Corporation', 'Capital Southwest Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTAS', 'Cintas Corporation', 'Cintas Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTBI', 'Community Trust Bancorp, Inc.', 'Community Trust Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTCM', 'CTC Media, Inc.', 'CTC Media, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTCT', 'Constant Contact, Inc.', 'Constant Contact, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTG', 'Computer Task Group, Incorporated', 'Computer Task Group, Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTHR', 'Charles & Colvard Ltd', 'Charles & Colvard Ltd - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTIB', 'CTI Industries Corporation', 'CTI Industries Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CTIC', 'CTI BioPharma Corp.', 'CTI BioPharma Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CTRE', 'CareTrust REIT, Inc.', 'CareTrust REIT, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTRL', 'Control4 Corporation', 'Control4 Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTRN', 'Citi Trends, Inc.', 'Citi Trends, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTRP', 'Ctrip.com International, Ltd.', 'Ctrip.com International, Ltd. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CTRX', 'Catamaran Corporation', 'Catamaran Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTSH', 'Cognizant Technology Solutions Corporation', 'Cognizant Technology Solutions Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTSO', 'Cytosorbents Corporation', 'Cytosorbents Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CTWS', 'Connecticut Water Service, Inc.', 'Connecticut Water Service, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CTXS', 'Citrix Systems, Inc.', 'Citrix Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CU', 'First Trust ISE Global Copper Index Fund', 'First Trust ISE Global Copper Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['CUBA', 'The Herzfeld Caribbean Basin Fund, Inc.', 'The Herzfeld Caribbean Basin Fund, Inc. - Closed End FUnd', 'S', 'N', 'N', '100.0']\n",
      "['CUI', 'CUI Global, Inc.', 'CUI Global, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CUNB', 'CU Bancorp (CA)', 'CU Bancorp (CA) - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CUTR', 'Cutera, Inc.', 'Cutera, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CVBF', 'CVB Financial Corporation', 'CVB Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CVCO', 'Cavco Industries, Inc.', 'Cavco Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CVCY', 'Central Valley Community Bancorp', 'Central Valley Community Bancorp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CVGI', 'Commercial Vehicle Group, Inc.', 'Commercial Vehicle Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CVGW', 'Calavo Growers, Inc.', 'Calavo Growers, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CVLT', 'CommVault Systems, Inc.', 'CommVault Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CVLY', 'Codorus Valley Bancorp, Inc', 'Codorus Valley Bancorp, Inc - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CVTI', 'Covenant Transportation Group, Inc.', 'Covenant Transportation Group, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CVV', 'CVD Equipment Corporation', 'CVD Equipment Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CWAY', 'Coastway Bancorp, Inc.', 'Coastway Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CWBC', 'Community West Bancshares', 'Community West Bancshares - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CWCO', 'Consolidated Water Co. Ltd.', 'Consolidated Water Co. Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CWST', 'Casella Waste Systems, Inc.', 'Casella Waste Systems, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CXDC', 'China XD Plastics Company Limited', 'China XD Plastics Company Limited - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CY', 'Cypress Semiconductor Corporation', 'Cypress Semiconductor Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CYAN', 'Cyanotech Corporation', 'Cyanotech Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CYBE', 'CyberOptics Corporation', 'CyberOptics Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CYBR', 'CyberArk Software Ltd.', 'CyberArk Software Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['CYBX', 'Cyberonics, Inc.', 'Cyberonics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CYCC', 'Cyclacel Pharmaceuticals, Inc.', 'Cyclacel Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CYCCP', 'Cyclacel Pharmaceuticals, Inc.', 'Cyclacel Pharmaceuticals, Inc. - 6% Convertible Preferred Stock', 'S', 'N', 'N', '100.0']\n",
      "['CYHHZ', 'Community Health Systems, Inc.', 'Community Health Systems, Inc. - Series A Contingent Value Rights', 'G', 'N', 'N', '100.0']\n",
      "['CYNO', 'Cynosure, Inc.', 'Cynosure, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CYOU', 'Changyou.com Limited', 'Changyou.com Limited - American Depositary Shares, each representing two Class A ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['CYRN', 'CYREN Ltd.', 'CYREN Ltd. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['CYTK', 'Cytokinetics, Incorporated', 'Cytokinetics, Incorporated - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CYTR', 'CytRx Corporation', 'CytRx Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CYTX', 'Cytori Therapeutics Inc', 'Cytori Therapeutics Inc - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['CZFC', 'Citizens First Corporation', 'Citizens First Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['CZNC', 'Citizens & Northern Corp', 'Citizens & Northern Corp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['CZR', 'Caesars Entertainment Corporation', 'Caesars Entertainment Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['CZWI', 'Citizens Community Bancorp, Inc.', 'Citizens Community Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['DAEG', 'Daegis Inc', 'Daegis Inc - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['DAIO', 'Data I/O Corporation', 'Data I/O Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DAKT', 'Daktronics, Inc.', 'Daktronics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DARA', 'DARA Biosciences, Inc.', 'DARA Biosciences, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['DATE', 'Jiayuan.com International Ltd.', 'Jiayuan.com International Ltd. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['DAVE', \"Famous Dave's of America, Inc.\", \"Famous Dave's of America, Inc. - Common Stock\", 'Q', 'N', 'D', '100.0']\n",
      "['DAX', 'Recon Capital DAX Germany ETF', 'Recon Capital DAX Germany ETF', 'G', 'N', 'N', '100.0']\n",
      "['DBVT', 'DBV Technologies S.A.', 'DBV Technologies S.A. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['DCIX', 'Diana Containerships Inc.', 'Diana Containerships Inc. - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['DCOM', 'Dime Community Bancshares, Inc.', 'Dime Community Bancshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DCTH', 'Delcath Systems, Inc.', 'Delcath Systems, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DENN', \"Denny's Corporation\", \"Denny's Corporation - Common Stock\", 'S', 'N', 'N', '100.0']\n",
      "['DEPO', 'Depomed, Inc.', 'Depomed, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DERM', 'Dermira, Inc.', 'Dermira, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DEST', 'Destination Maternity Corporation', 'Destination Maternity Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DFRG', \"Del Frisco's Restaurant Group, Inc.\", \"Del Frisco's Restaurant Group, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['DFVL', 'Barclays PLC', 'Barclays PLC - iPath US Treasury 5 Year Bull ETN', 'G', 'N', 'N', '100.0']\n",
      "['DFVS', 'Barclays PLC', 'Barclays PLC - iPath US Treasury 5-year Bear ETN', 'G', 'N', 'N', '100.0']\n",
      "['DGAS', 'Delta Natural Gas Company, Inc.', 'Delta Natural Gas Company, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DGICA', 'Donegal Group, Inc.', 'Donegal Group, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DGICB', 'Donegal Group, Inc.', 'Donegal Group, Inc. - Class B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DGII', 'Digi International Inc.', 'Digi International Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DGLD', 'Credit Suisse AG', 'Credit Suisse AG - VelocityShares 3x Inverse Gold ETN', 'G', 'N', 'N', '100.0']\n",
      "['DGLY', 'Digital Ally, Inc.', 'Digital Ally, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DGRE', 'WisdomTree Emerging Markets Dividend Growth Fund', 'WisdomTree Emerging Markets Dividend Growth Fund', 'G', 'N', 'N', '100.0']\n",
      "['DGRS', 'WisdomTree U.S. SmallCap Dividend Growth Fund', 'WisdomTree U.S. SmallCap Dividend Growth Fund', 'G', 'N', 'N', '100.0']\n",
      "['DGRW', 'WisdomTree U.S. Dividend Growth Fund', 'WisdomTree U.S. Dividend Growth Fund', 'G', 'N', 'N', '100.0']\n",
      "['DHIL', 'Diamond Hill Investment Group, Inc.', 'Diamond Hill Investment Group, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DHRM', 'Dehaier Medical Systems Limited', 'Dehaier Medical Systems Limited - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DIOD', 'Diodes Incorporated', 'Diodes Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DISCA', 'Discovery Communications, Inc.', 'Discovery Communications, Inc. - Series A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DISCB', 'Discovery Communications, Inc.', 'Discovery Communications, Inc. - Series B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DISCK', 'Discovery Communications, Inc.', 'Discovery Communications, Inc. - Series C Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DISH', 'DISH Network Corporation', 'DISH Network Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DJCO', 'Daily Journal Corp. (S.C.)', 'Daily Journal Corp. (S.C.) - Common Stock', 'S', 'N', 'E', '100.0']\n",
      "['DLBL', 'Barclays PLC', 'Barclays PLC - iPath US Treasury Long Bond Bull ETN', 'G', 'N', 'N', '100.0']\n",
      "['DLBS', 'Barclays PLC', 'Barclays PLC - iPath US Treasury Long Bond Bear ETN', 'G', 'N', 'N', '100.0']\n",
      "['DLHC', 'DLH Holdings Corp.', 'DLH Holdings Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DLTR', 'Dollar Tree, Inc.', 'Dollar Tree, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DMLP', 'Dorchester Minerals, L.P.', 'Dorchester Minerals, L.P. - Common Units Representing Limited Partnership Interests', 'Q', 'N', 'N', '100.0']\n",
      "['DMND', 'Diamond Foods, Inc.', 'Diamond Foods, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DMRC', 'Digimarc Corporation', 'Digimarc Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DNBF', 'DNB Financial Corp', 'DNB Financial Corp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DNKN', \"Dunkin' Brands Group, Inc.\", \"Dunkin' Brands Group, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['DORM', 'Dorman Products, Inc.', 'Dorman Products, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DOVR', 'Dover Saddlery, Inc.', 'Dover Saddlery, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DOX', 'Amdocs Limited', 'Amdocs Limited - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['DPRX', 'Dipexium Pharmaceuticals, Inc.', 'Dipexium Pharmaceuticals, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DRAD', 'Digirad Corporation', 'Digirad Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['DRAM', 'Dataram Corporation', 'Dataram Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DRIV', 'Digital River, Inc.', 'Digital River, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DRNA', 'Dicerna Pharmaceuticals, Inc.', 'Dicerna Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DRRX', 'DURECT Corporation', 'DURECT Corporation - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['DRWI', 'DragonWave Inc', 'DragonWave Inc - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['DRWIW', 'DragonWave Inc', 'DragonWave Inc - Warrants', 'Q', 'N', 'N', '100.0']\n",
      "['DRYS', 'DryShips Inc.', 'DryShips Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DSCI', 'Derma Sciences, Inc.', 'Derma Sciences, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DSCO', 'Discovery Laboratories, Inc.', 'Discovery Laboratories, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DSGX', 'The Descartes Systems Group Inc.', 'The Descartes Systems Group Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DSKX', 'DS Healthcare Group, Inc.', 'DS Healthcare Group, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['DSKY', 'iDreamSky Technology Limited', 'iDreamSky Technology Limited - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['DSLV', 'Credit Suisse AG', 'Credit Suisse AG - VelocityShares 3x Inverse Silver ETN', 'G', 'N', 'N', '100.0']\n",
      "['DSPG', 'DSP Group, Inc.', 'DSP Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DSWL', 'Deswell Industries, Inc.', 'Deswell Industries, Inc. - Common Shares', 'G', 'N', 'N', '100.0']\n",
      "['DTLK', 'Datalink Corporation', 'Datalink Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DTSI', 'DTS, Inc.', 'DTS, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DTUL', 'Barclays PLC', 'Barclays PLC - iPath US Treasury 2 Yr Bull ETN', 'G', 'N', 'N', '100.0']\n",
      "['DTUS', 'Barclays PLC', 'Barclays PLC - iPath US Treasury 2-year Bear ETN', 'G', 'N', 'N', '100.0']\n",
      "['DTV', 'DIRECTV', 'DIRECTV - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DTYL', 'Barclays PLC', 'Barclays PLC - iPath US Treasury 10 Year Bull ETN', 'G', 'N', 'N', '100.0']\n",
      "['DTYS', 'Barclays PLC', 'Barclays PLC - iPath US Treasury 10-year Bear ETN', 'G', 'N', 'N', '100.0']\n",
      "['DVAX', 'Dynavax Technologies Corporation', 'Dynavax Technologies Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DVCR', 'Diversicare Healthcare Services Inc.', 'Diversicare Healthcare Services Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DWA', 'Dreamworks Animation SKG, Inc.', 'Dreamworks Animation SKG, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DWAT', 'Arrow DWA Tactical ETF', 'Arrow DWA Tactical ETF', 'G', 'N', 'N', '100.0']\n",
      "['DWCH', 'Datawatch Corporation', 'Datawatch Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['DWSN', 'Dawson Geophysical Company', 'Dawson Geophysical Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DXCM', 'DexCom, Inc.', 'DexCom, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DXGE', 'WisdomTree Germany Hedged Equity Fund', 'WisdomTree Germany Hedged Equity Fund', 'G', 'N', 'N', '100.0']\n",
      "['DXJS', 'WisdomTree Japan Hedged SmallCap Equity Fund', 'WisdomTree Japan Hedged SmallCap Equity Fund', 'G', 'N', 'N', '100.0']\n",
      "['DXKW', 'WisdomTree Korea Hedged Equity Fund', 'WisdomTree Korea Hedged Equity Fund', 'G', 'N', 'N', '100.0']\n",
      "['DXLG', 'Destination XL Group, Inc.', 'Destination XL Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DXM', 'Dex Media, Inc.', 'Dex Media, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DXPE', 'DXP Enterprises, Inc.', 'DXP Enterprises, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['DXPS', 'WisdomTree United Kingdom Hedged Equity Fund', 'WisdomTree United Kingdom Hedged Equity Fund', 'G', 'N', 'N', '100.0']\n",
      "['DXYN', 'The Dixie Group, Inc.', 'The Dixie Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['DYAX', 'Dyax Corp.', 'Dyax Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['DYNT', 'Dynatronics Corporation', 'Dynatronics Corporation - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['DYSL', 'Dynasil Corporation of America', 'Dynasil Corporation of America - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['EA', 'Electronic Arts Inc.', 'Electronic Arts Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EAC', 'Erickson Incorporated', 'Erickson Incorporated - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EARS', 'Auris Medical Holding AG', 'Auris Medical Holding AG - Common Shares', 'G', 'N', 'N', '100.0']\n",
      "['EBAY', 'eBay Inc.', 'eBay Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EBIO', 'Eleven Biotherapeutics, Inc.', 'Eleven Biotherapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EBIX', 'Ebix, Inc.', 'Ebix, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EBMT', 'Eagle Bancorp Montana, Inc.', 'Eagle Bancorp Montana, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EBSB', 'Meridian Bancorp, Inc.', 'Meridian Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EBTC', 'Enterprise Bancorp Inc', 'Enterprise Bancorp Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ECHO', 'Echo Global Logistics, Inc.', 'Echo Global Logistics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ECOL', 'US Ecology, Inc.', 'US Ecology, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ECPG', 'Encore Capital Group Inc', 'Encore Capital Group Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ECTE', 'Echo Therapeutics, Inc.', 'Echo Therapeutics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ECYT', 'Endocyte, Inc.', 'Endocyte, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EDAP', 'EDAP TMS S.A.', 'EDAP TMS S.A. - American Depositary Shares, each representing One Ordinary Share', 'G', 'N', 'N', '100.0']\n",
      "['EDGW', 'Edgewater Technology, Inc.', 'Edgewater Technology, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EDS', 'Exceed Company Ltd.', 'Exceed Company Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EDUC', 'Educational Development Corporation', 'Educational Development Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EEFT', 'Euronet Worldwide, Inc.', 'Euronet Worldwide, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EEI', 'Ecology and Environment, Inc.', 'Ecology and Environment, Inc. - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EEMA', 'iShares MSCI Emerging Markets Asia Index Fund', 'iShares MSCI Emerging Markets Asia Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['EEME', 'iShares MSCI Emerging Markets EMEA Index Fund', 'iShares MSCI Emerging Markets EMEA Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['EEML', 'iShares MSCI Emerging Markets Latin America Index Fund', 'iShares MSCI Emerging Markets Latin America Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['EFII', 'Electronics for Imaging, Inc.', 'Electronics for Imaging, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EFOI', 'Energy Focus, Inc.', 'Energy Focus, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['EFSC', 'Enterprise Financial Services Corporation', 'Enterprise Financial Services Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EFUT', 'eFuture Information Technology Inc.', 'eFuture Information Technology Inc. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['EGAN', 'eGain Corporation', 'eGain Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['EGBN', 'Eagle Bancorp, Inc.', 'Eagle Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['EGHT', '8x8 Inc', '8x8 Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EGLE', 'Eagle Bulk Shipping Inc.', 'Eagle Bulk Shipping Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EGLT', 'Egalet Corporation', 'Egalet Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EGOV', 'NIC Inc.', 'NIC Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EGRW', 'iShares MSCI Emerging Markets Growth Index Fund', 'iShares MSCI Emerging Markets Growth Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['EGRX', 'Eagle Pharmaceuticals, Inc.', 'Eagle Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EGT', 'Entertainment Gaming Asia Incorporated', 'Entertainment Gaming Asia Incorporated - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['EHTH', 'eHealth, Inc.', 'eHealth, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EIGI', 'Endurance International Group Holdings, Inc.', 'Endurance International Group Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ELGX', 'Endologix, Inc.', 'Endologix, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ELNK', 'EarthLink Holdings Corp.', 'EarthLink Holdings Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ELON', 'Echelon Corporation', 'Echelon Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ELOS', 'Syneron Medical Ltd.', 'Syneron Medical Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ELRC', 'Electro Rent Corporation', 'Electro Rent Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ELSE', 'Electro', 'Electro-Sensors, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ELTK', 'Eltek Ltd.', 'Eltek Ltd. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['EMCB', 'WisdomTree Emerging Markets Corporate Bond Fund', 'WisdomTree Emerging Markets Corporate Bond Fund', 'G', 'N', 'N', '100.0']\n",
      "['EMCF', 'Emclaire Financial Corp', 'Emclaire Financial Corp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['EMCG', 'WisdomTree Emerging Markets Consumer Growth Fund', 'WisdomTree Emerging Markets Consumer Growth Fund', 'G', 'N', 'N', '100.0']\n",
      "['EMCI', 'EMC Insurance Group Inc.', 'EMC Insurance Group Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EMDI', 'iShares MSCI Emerging Markets Consumer Discrectionary Sector Index Fund', 'iShares MSCI Emerging Markets Consumer Discrectionary Sector Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['EMEY', 'iShares MSCI Emerging Markets Energy Sector Capped Index Fund', 'iShares MSCI Emerging Markets Energy Sector Capped Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['EMIF', 'iShares S&P Emerging Markets Infrastructure Index Fund', 'iShares S&P Emerging Markets Infrastructure Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['EMITF', 'Elbit Imaging Ltd.', 'Elbit Imaging Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['EMKR', 'EMCORE Corporation', 'EMCORE Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EML', 'Eastern Company (The)', 'Eastern Company (The) - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EMMS', 'Emmis Communications Corporation', 'Emmis Communications Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EMMSP', 'Emmis Communications Corporation', 'Emmis Communications Corporation - 6.25% Series A Cumulative Convertible Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ENDP', 'Endo International plc', 'Endo International plc - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ENFC', 'Entegra Financial Corp.', 'Entegra Financial Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ENG', 'ENGlobal Corporation', 'ENGlobal Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ENOC', 'EnerNOC, Inc.', 'EnerNOC, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ENPH', 'Enphase Energy, Inc.', 'Enphase Energy, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ENSG', 'The Ensign Group, Inc.', 'The Ensign Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ENT', 'Global Eagle Entertainment Inc.', 'Global Eagle Entertainment Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ENTA', 'Enanta Pharmaceuticals, Inc.', 'Enanta Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ENTG', 'Entegris, Inc.', 'Entegris, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ENTR', 'Entropic Communications, Inc.', 'Entropic Communications, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ENVI', 'Envivio, Inc.', 'Envivio, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ENZN', 'Enzon Pharmaceuticals, Inc.', 'Enzon Pharmaceuticals, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ENZY', 'Enzymotec Ltd.', 'Enzymotec Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['EOPN', 'E2open, Inc.', 'E2open, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EPAX', 'Ambassadors Group, Inc.', 'Ambassadors Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EPAY', 'Bottomline Technologies, Inc.', 'Bottomline Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EPIQ', 'EPIQ Systems, Inc.', 'EPIQ Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EPRS', 'EPIRUS Biopharmaceuticals, Inc.', 'EPIRUS Biopharmaceuticals, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['EPZM', 'Epizyme, Inc.', 'Epizyme, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EQIX', 'Equinix, Inc.', 'Equinix, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ERI', 'Eldorado Resorts, Inc.', 'Eldorado Resorts, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ERIC', 'Ericsson', 'Ericsson - ADS each representing 1 underlying Class B share', 'Q', 'N', 'N', '100.0']\n",
      "['ERIE', 'Erie Indemnity Company', 'Erie Indemnity Company - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ERII', 'Energy Recovery, Inc.', 'Energy Recovery, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EROC', 'Eagle Rock Energy Partners, L.P.', 'Eagle Rock Energy Partners, L.P. - Common Units Representing Limited Partner Interests', 'Q', 'N', 'N', '100.0']\n",
      "['ERS', 'Empire Resources, Inc.', 'Empire Resources, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ERW', 'VelocityShares Equal Risk Weighted Large Cap ETF', 'VelocityShares Equal Risk Weighted Large Cap ETF', 'G', 'N', 'N', '100.0']\n",
      "['ESBF', 'ESB Financial Corporation', 'ESB Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ESBK', 'Elmira Savings Bank NY (The)', 'Elmira Savings Bank NY (The) - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ESCA', 'Escalade, Incorporated', 'Escalade, Incorporated - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ESCR', 'Escalera Resources Co.', 'Escalera Resources Co. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ESCRP', 'Escalera Resources Co.', 'Escalera Resources Co. - Series A Cumulative Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ESEA', 'Euroseas Ltd.', 'Euroseas Ltd. - Common Stock', 'Q', 'N', 'D', '100.0']\n",
      "['ESGR', 'Enstar Group Limited', 'Enstar Group Limited - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ESIO', 'Electro Scientific Industries, Inc.', 'Electro Scientific Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ESLT', 'Elbit Systems Ltd.', 'Elbit Systems Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ESMC', 'Escalon Medical Corp.', 'Escalon Medical Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ESPR', 'Esperion Therapeutics, Inc.', 'Esperion Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ESRX', 'Express Scripts Holding Company', 'Express Scripts Holding Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ESSA', 'ESSA Bancorp, Inc.', 'ESSA Bancorp, Inc. - common stock', 'Q', 'N', 'N', '100.0']\n",
      "['ESSX', 'Essex Rental Corporation', 'Essex Rental Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ESXB', 'Community Bankers Trust Corporation.', 'Community Bankers Trust Corporation. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ESYS', 'Elecsys Corporation', 'Elecsys Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ETFC', 'E*TRADE Financial Corporation', 'E*TRADE Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ETRM', 'EnteroMedics Inc.', 'EnteroMedics Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['EUFN', 'iShares MSCI Europe Financials Sector Index Fund', 'iShares MSCI Europe Financials Sector Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['EVAL', 'iShares MSCI Emerging Markets Value Index Fund', 'iShares MSCI Emerging Markets Value Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['EVAR', 'Lombard Medical, Inc.', 'Lombard Medical, Inc. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['EVBS', 'Eastern Virginia Bankshares, Inc.', 'Eastern Virginia Bankshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EVEP', 'EV Energy Partners, L.P.', 'EV Energy Partners, L.P. - common units representing limited partnership interest', 'Q', 'N', 'N', '100.0']\n",
      "['EVK', 'Ever', 'Ever-Glory International Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EVLV', 'EVINE Live Inc.', 'EVINE Live Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EVOK', 'Evoke Pharma, Inc.', 'Evoke Pharma, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['EVOL', 'Evolving Systems, Inc.', 'Evolving Systems, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['EVRY', 'EveryWare Global, Inc.', 'EveryWare Global, Inc. - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['EWBC', 'East West Bancorp, Inc.', 'East West Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EXA', 'Exa Corporation', 'Exa Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['EXAC', 'Exactech, Inc.', 'Exactech, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EXAS', 'Exact Sciences Corporation', 'Exact Sciences Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['EXEL', 'Exelixis, Inc.', 'Exelixis, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EXFO', 'EXFO Inc', 'EXFO Inc - Subordinate Voting Shares', 'Q', 'N', 'N', '100.0']\n",
      "['EXLP', 'Exterran Partners, L.P.', 'Exterran Partners, L.P. - Common Units representing Limited Partner Interests', 'Q', 'N', 'N', '100.0']\n",
      "['EXLS', 'ExlService Holdings, Inc.', 'ExlService Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EXPD', 'Expeditors International of Washington, Inc.', 'Expeditors International of Washington, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EXPE', 'Expedia, Inc.', 'Expedia, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EXPO', 'Exponent, Inc.', 'Exponent, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EXTR', 'Extreme Networks, Inc.', 'Extreme Networks, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EXXI', 'Energy XXI Ltd.', 'Energy XXI Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['EYES', 'Second Sight Medical Products, Inc.', 'Second Sight Medical Products, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['EZCH', 'EZchip Semiconductor Limited', 'EZchip Semiconductor Limited - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['EZPW', 'EZCORP, Inc.', 'EZCORP, Inc. - Class A Non-Voting Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FALC', 'FalconStor Software, Inc.', 'FalconStor Software, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FANG', 'Diamondback Energy, Inc.', 'Diamondback Energy, Inc. - Commmon Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FARM', 'Farmer Brothers Company', 'Farmer Brothers Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FARO', 'FARO Technologies, Inc.', 'FARO Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FAST', 'Fastenal Company', 'Fastenal Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FATE', 'Fate Therapeutics, Inc.', 'Fate Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FB', 'Facebook, Inc.', 'Facebook, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FBIZ', 'First Business Financial Services, Inc.', 'First Business Financial Services, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FBMS', 'The First Bancshares, Inc.', 'The First Bancshares, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FBNC', 'First Bancorp', 'First Bancorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FBNK', 'First Connecticut Bancorp, Inc.', 'First Connecticut Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FBRC', 'FBR & Co', 'FBR & Co - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FBSS', 'Fauquier Bankshares, Inc.', 'Fauquier Bankshares, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FCAP', 'First Capital, Inc.', 'First Capital, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FCBC', 'First Community Bancshares, Inc.', 'First Community Bancshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FCCO', 'First Community Corporation', 'First Community Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FCCY', '1st Constitution Bancorp (NJ)', '1st Constitution Bancorp (NJ) - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FCEL', 'FuelCell Energy, Inc.', 'FuelCell Energy, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FCFS', 'First Cash Financial Services, Inc.', 'First Cash Financial Services, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FCHI', 'iShares FTSE China (HK Listed) Index Fund', 'iShares FTSE China (HK Listed) Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['FCLF', 'First Clover Leaf Financial Corp.', 'First Clover Leaf Financial Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FCNCA', 'First Citizens BancShares, Inc.', 'First Citizens BancShares, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FCS', 'Fairchild Semiconductor International, Inc.', 'Fairchild Semiconductor International, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FCSC', 'Fibrocell Science Inc', 'Fibrocell Science Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FCTY', '1st Century Bancshares, Inc', '1st Century Bancshares, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FCVA', 'First Capital Bancorp, Inc. (VA)', 'First Capital Bancorp, Inc. (VA) - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FCZA', 'First Citizens Banc Corp.', 'First Citizens Banc Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FCZAP', 'First Citizens Banc Corp.', 'First Citizens Banc Corp. - Depositary Shares Each Representing a 1/40th Interest in a 6.50% Noncumulative Redeemable Convertible Perpetual Preferred Share, Series B', 'S', 'N', 'N', '100.0']\n",
      "['FDEF', 'First Defiance Financial Corp.', 'First Defiance Financial Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FDIV', 'First Trust Strategic Income ETF', 'First Trust Strategic Income ETF', 'G', 'N', 'N', '100.0']\n",
      "['FDML', 'Federal', 'Federal-Mogul Holdings Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FDUS', 'Fidus Investment Corporation', 'Fidus Investment Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FEIC', 'FEI Company', 'FEI Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FEIM', 'Frequency Electronics, Inc.', 'Frequency Electronics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FELE', 'Franklin Electric Co., Inc.', 'Franklin Electric Co., Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FEMB', 'First Trust Emerging Markets Local Currency Bond ETF', 'First Trust Emerging Markets Local Currency Bond ETF', 'G', 'N', 'N', '100.0']\n",
      "['FES', 'Forbes Energy Services Ltd', 'Forbes Energy Services Ltd - Ordinary shares (Bermuda)', 'G', 'N', 'N', '100.0']\n",
      "['FEUZ', 'First Trust Eurozone AlphaDEX ETF', 'First Trust Eurozone AlphaDEX ETF', 'G', 'N', 'N', '100.0']\n",
      "['FEYE', 'FireEye, Inc.', 'FireEye, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FFBC', 'First Financial Bancorp.', 'First Financial Bancorp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FFBCW', 'First Financial Bancorp.', 'First Financial Bancorp. - Warrant 12/23/2018', 'Q', 'N', 'N', '100.0']\n",
      "['FFHL', 'Fuwei Films (Holdings) Co., Ltd.', 'Fuwei Films (Holdings) Co., Ltd. - ORDINARY SHARES', 'G', 'N', 'D', '100.0']\n",
      "['FFIC', 'Flushing Financial Corporation', 'Flushing Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FFIN', 'First Financial Bankshares, Inc.', 'First Financial Bankshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FFIV', 'F5 Networks, Inc.', 'F5 Networks, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FFKT', 'Farmers Capital Bank Corporation', 'Farmers Capital Bank Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FFNM', 'First Federal of Northern Michigan Bancorp, Inc.', 'First Federal of Northern Michigan Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FFNW', 'First Financial Northwest, Inc.', 'First Financial Northwest, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FFWM', 'First Foundation Inc.', 'First Foundation Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FGEN', 'FibroGen, Inc', 'FibroGen, Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FHCO', 'Female Health Company (The)', 'Female Health Company (The) - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FIBK', 'First Interstate BancSystem, Inc.', 'First Interstate BancSystem, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FINL', 'The Finish Line, Inc.', 'The Finish Line, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FISH', 'Marlin Midstream Partners, LP', 'Marlin Midstream Partners, LP - Common Units representing Limited Partner Interests.', 'G', 'N', 'N', '100.0']\n",
      "['FISI', 'Financial Institutions, Inc.', 'Financial Institutions, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FISV', 'Fiserv, Inc.', 'Fiserv, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FITB', 'Fifth Third Bancorp', 'Fifth Third Bancorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FITBI', 'Fifth Third Bancorp', 'Fifth Third Bancorp - Depositary Share repstg 1/1000th Ownership Interest Perp Pfd Series I', 'Q', 'N', 'N', '100.0']\n",
      "['FIVE', 'Five Below, Inc.', 'Five Below, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FIVN', 'Five9, Inc.', 'Five9, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FIZZ', 'National Beverage Corp.', 'National Beverage Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FLAT', 'Barclays PLC', 'Barclays PLC - iPath US Treasury Flattener ETN', 'G', 'N', 'N', '100.0']\n",
      "['FLDM', 'Fluidigm Corporation', 'Fluidigm Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FLEX', 'Flextronics International Ltd.', 'Flextronics International Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['FLIC', 'The First of Long Island Corporation', 'The First of Long Island Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FLIR', 'FLIR Systems, Inc.', 'FLIR Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FLL', 'Full House Resorts, Inc.', 'Full House Resorts, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FLML', 'Flamel Technologies S.A.', 'Flamel Technologies S.A. - American Depositary Shares each representing one Ordinary Share', 'G', 'N', 'N', '100.0']\n",
      "['FLWS', '1', '1-800 FLOWERS.COM, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FLXN', 'Flexion Therapeutics, Inc.', 'Flexion Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FLXS', 'Flexsteel Industries, Inc.', 'Flexsteel Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FMB', 'First Trust Managed Municipal ETF', 'First Trust Managed Municipal ETF', 'G', 'N', 'N', '100.0']\n",
      "['FMBH', 'First Mid', 'First Mid-Illinois Bancshares, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FMBI', 'First Midwest Bancorp, Inc.', 'First Midwest Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FMER', 'FirstMerit Corporation', 'FirstMerit Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FMI', 'Foundation Medicine, Inc.', 'Foundation Medicine, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FMNB', 'Farmers National Banc Corp.', 'Farmers National Banc Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FNBC', 'First NBC Bank Holding Company', 'First NBC Bank Holding Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FNFG', 'First Niagara Financial Group Inc.', 'First Niagara Financial Group Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FNGN', 'Financial Engines, Inc.', 'Financial Engines, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FNHC', 'Federated National Holding Company', 'Federated National Holding Company - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FNJN', 'Finjan Holdings, Inc.', 'Finjan Holdings, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FNLC', 'First Bancorp, Inc (ME)', 'First Bancorp, Inc (ME) - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FNRG', 'ForceField Energy Inc.', 'ForceField Energy Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FNSR', 'Finisar Corporation', 'Finisar Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FOLD', 'Amicus Therapeutics, Inc.', 'Amicus Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FOMX', 'Foamix Pharmaceuticals Ltd.', 'Foamix Pharmaceuticals Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['FONE', 'First Trust NASDAQ CEA Smartphone Index Fund', 'First Trust NASDAQ CEA Smartphone Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['FONR', 'Fonar Corporation', 'Fonar Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FORD', 'Forward Industries, Inc.', 'Forward Industries, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FORM', 'FormFactor, Inc.', 'FormFactor, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FORR', 'Forrester Research, Inc.', 'Forrester Research, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FORTY', 'Formula Systems (1985) Ltd.', 'Formula Systems (1985) Ltd. - ADS represents 1 ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['FOSL', 'Fossil Group, Inc.', 'Fossil Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FOX', 'Twenty', 'Twenty-First Century Fox, Inc. - Class B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FOXA', 'Twenty', 'Twenty-First Century Fox, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FOXF', 'Fox Factory Holding Corp.', 'Fox Factory Holding Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FPRX', 'Five Prime Therapeutics, Inc.', 'Five Prime Therapeutics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FPXI', 'First Trust International IPO ETF', 'First Trust International IPO ETF', 'G', 'N', 'N', '100.0']\n",
      "['FRAN', \"Francesca's Holdings Corporation\", \"Francesca's Holdings Corporation - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['FRBA', 'First Bank', 'First Bank - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FRBK', 'Republic First Bancorp, Inc.', 'Republic First Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FRED', \"Fred's, Inc.\", \"Fred's, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['FREE', 'FreeSeas Inc.', 'FreeSeas Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['FRGI', 'Fiesta Restaurant Group, Inc.', 'Fiesta Restaurant Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FRME', 'First Merchants Corporation', 'First Merchants Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FRP', 'FairPoint Communications, Inc.', 'FairPoint Communications, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FRPH', 'FRP Holdings, Inc.', 'FRP Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FRPHV', 'FRP Holdings, Inc.', 'FRP Holdings, Inc. - Common Stock Ex-Distribution When Issued', 'Q', 'N', 'N', '100.0']\n",
      "['FRPT', 'Freshpet, Inc.', 'Freshpet, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FRSH', \"Papa Murphy's Holdings, Inc.\", \"Papa Murphy's Holdings, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['FSAM', 'Fifth Street Asset Management Inc.', 'Fifth Street Asset Management Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FSBK', 'First South Bancorp Inc', 'First South Bancorp Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FSBW', 'FS Bancorp, Inc.', 'FS Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FSC', 'Fifth Street Finance Corp.', 'Fifth Street Finance Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FSCFL', 'Fifth Street Finance Corp.', 'Fifth Street Finance Corp. - 6.125% senior notes due 2028', 'Q', 'N', 'N', '100.0']\n",
      "['FSFG', 'First Savings Financial Group, Inc.', 'First Savings Financial Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FSFR', 'Fifth Street Senior Floating Rate Corp.', 'Fifth Street Senior Floating Rate Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FSGI', 'First Security Group, Inc.', 'First Security Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FSLR', 'First Solar, Inc.', 'First Solar, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FSNN', 'Fusion Telecommunications International, Inc.', 'Fusion Telecommunications International, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['FSRV', 'FirstService Corporation', 'FirstService Corporation - Subordinate Voting Shares', 'Q', 'N', 'N', '100.0']\n",
      "['FSTR', 'L.B. Foster Company', 'L.B. Foster Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FSYS', 'Fuel Systems Solutions, Inc.', 'Fuel Systems Solutions, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FTCS', 'First Trust Capital Strength ETF', 'First Trust Capital Strength ETF', 'G', 'N', 'N', '100.0']\n",
      "['FTD', 'FTD Companies, Inc.', 'FTD Companies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FTEK', 'Fuel Tech, Inc.', 'Fuel Tech, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FTGC', 'First Trust Global Tactical Commodity Strategy Fund', 'First Trust Global Tactical Commodity Strategy Fund', 'G', 'N', 'N', '100.0']\n",
      "['FTHI', 'First Trust High Income ETF', 'First Trust High Income ETF', 'G', 'N', 'N', '100.0']\n",
      "['FTLB', 'First Trust Low Beta Income ETF', 'First Trust Low Beta Income ETF', 'G', 'N', 'N', '100.0']\n",
      "['FTNT', 'Fortinet, Inc.', 'Fortinet, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FTR', 'Frontier Communications Corporation', 'Frontier Communications Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FTSL', 'First Trust Senior Loan Fund ETF', 'First Trust Senior Loan Fund ETF', 'G', 'N', 'N', '100.0']\n",
      "['FTSM', 'First Trust Enhanced Short Maturity ETF', 'First Trust Enhanced Short Maturity ETF', 'G', 'N', 'N', '100.0']\n",
      "['FUEL', 'Rocket Fuel Inc.', 'Rocket Fuel Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FULL', 'Full Circle Capital Corporation', 'Full Circle Capital Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FULLL', 'Full Circle Capital Corporation', 'Full Circle Capital Corporation - 8.25% Notes due 2020', 'G', 'N', 'N', '100.0']\n",
      "['FULT', 'Fulton Financial Corporation', 'Fulton Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FUNC', 'First United Corporation', 'First United Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FUND', 'Royce Focus Trust, Inc.', 'Royce Focus Trust, Inc. - Closed End Fund', 'Q', 'N', 'N', '100.0']\n",
      "['FV', 'First Trust Dorsey Wright Focus 5 ETF', 'First Trust Dorsey Wright Focus 5 ETF', 'G', 'N', 'N', '100.0']\n",
      "['FWM', 'Fairway Group Holdings Corp.', 'Fairway Group Holdings Corp. - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['FWP', 'Forward Pharma A/S', 'Forward Pharma A/S - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['FWRD', 'Forward Air Corporation', 'Forward Air Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FXCB', 'Fox Chase Bancorp, Inc.', 'Fox Chase Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FXEN', 'FX Energy, Inc.', 'FX Energy, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['FXENP', 'FX Energy, Inc.', 'FX Energy, Inc. - Series B Cumulative Convertible Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GABC', 'German American Bancorp, Inc.', 'German American Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GAI', 'Global', 'Global-Tech Advanced Innovations Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GAIA', 'Gaiam, Inc.', 'Gaiam, Inc. - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GAIN', 'Gladstone Investment Corporation', 'Gladstone Investment Corporation - Business Development Company', 'Q', 'N', 'N', '100.0']\n",
      "['GAINO', 'Gladstone Investment Corporation', 'Gladstone Investment Corporation - 6.75% Series B Cumulative Term Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GAINP', 'Gladstone Investment Corporation', 'Gladstone Investment Corporation - 7.125% Series A Term Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GALE', 'Galena Biopharma, Inc.', 'Galena Biopharma, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GALT', 'Galectin Therapeutics Inc.', 'Galectin Therapeutics Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GALTU', 'Galectin Therapeutics Inc.', 'Galectin Therapeutics Inc. - Units', 'S', 'N', 'N', '100.0']\n",
      "['GALTW', 'Galectin Therapeutics Inc.', 'Galectin Therapeutics Inc. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['GAME', 'Shanda Games Limited', 'Shanda Games Limited - American Depositary Shares representing 2 Class A Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['GARS', 'Garrison Capital Inc.', 'Garrison Capital Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GASS', 'StealthGas, Inc.', 'StealthGas, Inc. - common stock', 'Q', 'N', 'N', '100.0']\n",
      "['GBCI', 'Glacier Bancorp, Inc.', 'Glacier Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GBDC', 'Golub Capital BDC, Inc.', 'Golub Capital BDC, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GBIM', 'GlobeImmune, Inc.', 'GlobeImmune, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GBLI', 'Global Indemnity plc', 'Global Indemnity plc - Class A Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['GBNK', 'Guaranty Bancorp', 'Guaranty Bancorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GBSN', 'Great Basin Scientific, Inc.', 'Great Basin Scientific, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GCBC', 'Greene County Bancorp, Inc.', 'Greene County Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GCVRZ', 'Sanofi', 'Sanofi - Contingent Value Right (Expiring 12/31/2020)', 'G', 'N', 'N', '100.0']\n",
      "['GDEF', 'Global Defense & National Security Systems, Inc.', 'Global Defense & National Security Systems, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['GENC', 'Gencor Industries Inc.', 'Gencor Industries Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GENE', 'Genetic Technologies Ltd', 'Genetic Technologies Ltd - American Depositary Shares representing 30 ordinary shares', 'S', 'N', 'D', '100.0']\n",
      "['GEOS', 'Geospace Technologies Corporation', 'Geospace Technologies Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GERN', 'Geron Corporation', 'Geron Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GEVA', 'Synageva BioPharma Corp.', 'Synageva BioPharma Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GEVO', 'Gevo, Inc.', 'Gevo, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['GFED', 'Guaranty Federal Bancshares, Inc.', 'Guaranty Federal Bancshares, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GFN', 'General Finance Corporation', 'General Finance Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GFNCP', 'General Finance Corporation', 'General Finance Corporation - Cumulative Redeemable Perpetual Preferred Series C', 'G', 'N', 'N', '100.0']\n",
      "['GFNSL', 'General Finance Corporation', 'General Finance Corporation - Senior Notes due 2021', 'G', 'N', 'N', '100.0']\n",
      "['GGAC', 'Garnero Group Acquisition Company', 'Garnero Group Acquisition Company - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['GGACR', 'Garnero Group Acquisition Company', 'Garnero Group Acquisition Company - Rights expiring 6/25/2016', 'S', 'N', 'N', '100.0']\n",
      "['GGACU', 'Garnero Group Acquisition Company', 'Garnero Group Acquisition Company - Units', 'S', 'N', 'N', '100.0']\n",
      "['GGACW', 'Garnero Group Acquisition Company', 'Garnero Group Acquisition Company - Warrant expiring 6/24/2019', 'S', 'N', 'N', '100.0']\n",
      "['GGAL', 'Grupo Financiero Galicia S.A.', 'Grupo Financiero Galicia S.A. - American Depositary Shares, Class B Shares underlying', 'S', 'N', 'N', '100.0']\n",
      "['GHDX', 'Genomic Health, Inc.', 'Genomic Health, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GIFI', 'Gulf Island Fabrication, Inc.', 'Gulf Island Fabrication, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GIGA', 'Giga', 'Giga-tronics Incorporated - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['GIGM', 'GigaMedia Limited', 'GigaMedia Limited - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['GIII', 'G', 'G-III Apparel Group, LTD. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GILD', 'Gilead Sciences, Inc.', 'Gilead Sciences, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GILT', 'Gilat Satellite Networks Ltd.', 'Gilat Satellite Networks Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['GK', 'G&K Services, Inc.', 'G&K Services, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GKNT', 'Geeknet, Inc.', 'Geeknet, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GLAD', 'Gladstone Capital Corporation', 'Gladstone Capital Corporation - Business Development Company', 'Q', 'N', 'N', '100.0']\n",
      "['GLADO', 'Gladstone Capital Corporation', 'Gladstone Capital Corporation - Term Preferred Shares, 6.75% Series 2021', 'Q', 'N', 'N', '100.0']\n",
      "['GLBS', 'Globus Maritime Limited', 'Globus Maritime Limited - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GLBZ', 'Glen Burnie Bancorp', 'Glen Burnie Bancorp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GLDC', 'Golden Enterprises, Inc.', 'Golden Enterprises, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GLDD', 'Great Lakes Dredge & Dock Corporation', 'Great Lakes Dredge & Dock Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GLDI', 'Credit Suisse AG', 'Credit Suisse AG - Credit Suisse Gold Shares Covered Call Exchange Traded Notes', 'G', 'N', 'N', '100.0']\n",
      "['GLMD', 'Galmed Pharmaceuticals Ltd.', 'Galmed Pharmaceuticals Ltd. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['GLNG', 'Golar LNG Limited', 'Golar LNG Limited - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['GLPI', 'Gaming and Leisure Properties, Inc.', 'Gaming and Leisure Properties, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GLRE', 'Greenlight Reinsurance, Ltd.', 'Greenlight Reinsurance, Ltd. - Class A Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['GLRI', 'Glori Energy Inc', 'Glori Energy Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GLUU', 'Glu Mobile Inc.', 'Glu Mobile Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GLYC', 'GlycoMimetics, Inc.', 'GlycoMimetics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GMAN', 'Gordmans Stores, Inc.', 'Gordmans Stores, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GMCR', 'Keurig Green Mountain, Inc.', 'Keurig Green Mountain, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GMLP', 'Golar LNG Partners LP', 'Golar LNG Partners LP - Common Units Representing Limited Partnership', 'Q', 'N', 'N', '100.0']\n",
      "['GNBC', 'Green Bancorp, Inc.', 'Green Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GNCA', 'Genocea Biosciences, Inc.', 'Genocea Biosciences, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GNCMA', 'General Communication, Inc.', 'General Communication, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GNMA', 'iShares Core GNMA Bond ETF', 'iShares Core GNMA Bond ETF', 'G', 'N', 'N', '100.0']\n",
      "['GNMK', 'GenMark Diagnostics, Inc.', 'GenMark Diagnostics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GNTX', 'Gentex Corporation', 'Gentex Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GNVC', 'GenVec, Inc.', 'GenVec, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GOGO', 'Gogo Inc.', 'Gogo Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GOLD', 'Randgold Resources Limited', 'Randgold Resources Limited - American Depositary Shares each represented by one Ordinary Share', 'Q', 'N', 'N', '100.0']\n",
      "['GOMO', 'Sungy Mobile Limited', 'Sungy Mobile Limited - American Depositary Shares', 'G', 'N', 'N', '100.0']\n",
      "['GOOD', 'Gladstone Commercial Corporation', 'Gladstone Commercial Corporation - Real Estate Investment Trust', 'Q', 'N', 'N', '100.0']\n",
      "['GOODN', 'Gladstone Commercial Corporation', 'Gladstone Commercial Corporation - 7.125% Series C Cumulative Term Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GOODO', 'Gladstone Commercial Corporation', 'Gladstone Commercial Corporation - 7.50% Series B Cumulative Redeemable Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GOODP', 'Gladstone Commercial Corporation', 'Gladstone Commercial Corporation - 7.75% Series A Cumulative Redeemable Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GOOG', 'Google Inc.', 'Google Inc. - Class C Capital Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GOOGL', 'Google Inc.', 'Google Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GPIC', 'Gaming Partners International Corporation', 'Gaming Partners International Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GPOR', 'Gulfport Energy Corporation', 'Gulfport Energy Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GPRE', 'Green Plains, Inc.', 'Green Plains, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GPRO', 'GoPro, Inc.', 'GoPro, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GRBK', 'Green Brick Partners, Inc.', 'Green Brick Partners, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GRFS', 'Grifols, S.A.', 'Grifols, S.A. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['GRID', 'First Trust NASDAQ Clean Edge Smart Grid Infrastructure Index Fund', 'First Trust NASDAQ Clean Edge Smart Grid Infrastructure Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['GRIF', 'Griffin Land & Nurseries, Inc.', 'Griffin Land & Nurseries, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GRMN', 'Garmin Ltd.', 'Garmin Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GROW', 'U.S. Global Investors, Inc.', 'U.S. Global Investors, Inc. - Class A Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GRPN', 'Groupon, Inc.', 'Groupon, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GRVY', 'GRAVITY Co., Ltd.', 'GRAVITY Co., Ltd. - American depositary shares, each representing one-fourth of a share of common stock', 'S', 'N', 'D', '100.0']\n",
      "['GSBC', 'Great Southern Bancorp, Inc.', 'Great Southern Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GSIG', 'GSI Group, Inc.', 'GSI Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GSIT', 'GSI Technology, Inc.', 'GSI Technology, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GSM', 'Globe Specialty Metals Inc.', 'Globe Specialty Metals Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GSOL', 'Global Sources Ltd.', 'Global Sources Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GSVC', 'GSV Capital Corp', 'GSV Capital Corp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GT', 'The Goodyear Tire & Rubber Company', 'The Goodyear Tire & Rubber Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GTIM', 'Good Times Restaurants Inc.', 'Good Times Restaurants Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GTIV', 'Gentiva Health Services, Inc.', 'Gentiva Health Services, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GTLS', 'Chart Industries, Inc.', 'Chart Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GTWN', 'Georgetown Bancorp, Inc.', 'Georgetown Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GTXI', 'GTx, Inc.', 'GTx, Inc. - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['GUID', 'Guidance Software, Inc.', 'Guidance Software, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['GULF', 'WisdomTree Middle East Dividend Fund', 'WisdomTree Middle East Dividend Fund', 'G', 'N', 'N', '100.0']\n",
      "['GULTU', 'Gulf Coast Ultra Deep Royalty Trust', 'Gulf Coast Ultra Deep Royalty Trust - Royalty Trust Unit', 'S', 'N', 'N', '100.0']\n",
      "['GURE', 'Gulf Resources, Inc.', 'Gulf Resources, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['GWGH', 'GWG Holdings, Inc', 'GWG Holdings, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['GWPH', 'GW Pharmaceuticals Plc', 'GW Pharmaceuticals Plc - American Depositary Shares', 'G', 'N', 'N', '100.0']\n",
      "['GYRO', 'Gyrodyne Company of America, Inc.', 'Gyrodyne Company of America, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HA', 'Hawaiian Holdings, Inc.', 'Hawaiian Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HABT', 'The Habit Restaurants, Inc.', 'The Habit Restaurants, Inc. - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HAFC', 'Hanmi Financial Corporation', 'Hanmi Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HAIN', 'The Hain Celestial Group, Inc.', 'The Hain Celestial Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HALL', 'Hallmark Financial Services, Inc.', 'Hallmark Financial Services, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HALO', 'Halozyme Therapeutics, Inc.', 'Halozyme Therapeutics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HART', 'Harvard Apparatus Regenerative Technology, Inc.', 'Harvard Apparatus Regenerative Technology, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HAS', 'Hasbro, Inc.', 'Hasbro, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HAWK', 'Blackhawk Network Holdings, Inc.', 'Blackhawk Network Holdings, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HAWKB', 'Blackhawk Network Holdings, Inc.', 'Blackhawk Network Holdings, Inc. - Class B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HAYN', 'Haynes International, Inc.', 'Haynes International, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HBAN', 'Huntington Bancshares Incorporated', 'Huntington Bancshares Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HBANP', 'Huntington Bancshares Incorporated', 'Huntington Bancshares Incorporated - Non Cumulative Perp Conv Pfd Ser A', 'Q', 'N', 'N', '10.0']\n",
      "['HBCP', 'Home Bancorp, Inc.', 'Home Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HBHC', 'Hancock Holding Company', 'Hancock Holding Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HBIO', 'Harvard Bioscience, Inc.', 'Harvard Bioscience, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HBK', 'Hamilton Bancorp, Inc.', 'Hamilton Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HBMD', 'Howard Bancorp, Inc.', 'Howard Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HBNC', 'Horizon Bancorp (IN)', 'Horizon Bancorp (IN) - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HBNK', 'Hampden Bancorp, Inc.', 'Hampden Bancorp, Inc. - common stock', 'G', 'N', 'N', '100.0']\n",
      "['HBOS', 'Heritage Financial Group', 'Heritage Financial Group - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HBP', 'Huttig Building Products, Inc.', 'Huttig Building Products, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HCAC', 'Hennessy Capital Acquisition Corp.', 'Hennessy Capital Acquisition Corp. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['HCACU', 'Hennessy Capital Acquisition Corp.', 'Hennessy Capital Acquisition Corp. - Unit', 'S', 'N', 'N', '100.0']\n",
      "['HCACW', 'Hennessy Capital Acquisition Corp.', 'Hennessy Capital Acquisition Corp. - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['HCAP', 'Harvest Capital Credit Corporation', 'Harvest Capital Credit Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HCBK', 'Hudson City Bancorp, Inc.', 'Hudson City Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HCCI', 'Heritage', 'Heritage-Crystal Clean, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HCKT', 'The Hackett Group, Inc.', 'The Hackett Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HCOM', 'Hawaiian Telcom Holdco, Inc.', 'Hawaiian Telcom Holdco, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HCSG', 'Healthcare Services Group, Inc.', 'Healthcare Services Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HCT', 'American Realty Capital Healthcare Trust, Inc.', 'American Realty Capital Healthcare Trust, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HDNG', 'Hardinge, Inc.', 'Hardinge, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HDP', 'Hortonworks, Inc.', 'Hortonworks, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HDRA', 'Hydra Industries Acquisition Corp.', 'Hydra Industries Acquisition Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HDRAR', 'Hydra Industries Acquisition Corp.', 'Hydra Industries Acquisition Corp. - Rights', 'S', 'N', 'N', '100.0']\n",
      "['HDRAU', 'Hydra Industries Acquisition Corp.', 'Hydra Industries Acquisition Corp. - Units', 'S', 'N', 'N', '100.0']\n",
      "['HDRAW', 'Hydra Industries Acquisition Corp.', 'Hydra Industries Acquisition Corp. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['HDS', 'HD Supply Holdings, Inc.', 'HD Supply Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HDSN', 'Hudson Technologies, Inc.', 'Hudson Technologies, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HEAR', 'Turtle Beach Corporation', 'Turtle Beach Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HEES', 'H&E Equipment Services, Inc.', 'H&E Equipment Services, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HELE', 'Helen of Troy Limited', 'Helen of Troy Limited - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HEOP', 'Heritage Oaks Bancorp', 'Heritage Oaks Bancorp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HERO', 'Hercules Offshore, Inc.', 'Hercules Offshore, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HFBC', 'HopFed Bancorp, Inc.', 'HopFed Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HFBL', 'Home Federal Bancorp, Inc. of Louisiana', 'Home Federal Bancorp, Inc. of Louisiana - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HFFC', 'HF Financial Corp.', 'HF Financial Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HFWA', 'Heritage Financial Corporation', 'Heritage Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HGSH', 'China HGS Real Estate, Inc.', 'China HGS Real Estate, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HIBB', 'Hibbett Sports, Inc.', 'Hibbett Sports, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HIFS', 'Hingham Institution for Savings', 'Hingham Institution for Savings - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HIHO', 'Highway Holdings Limited', 'Highway Holdings Limited - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HIIQ', 'Health Insurance Innovations, Inc.', 'Health Insurance Innovations, Inc. - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HILL', 'Dot Hill Systems Corporation', 'Dot Hill Systems Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HIMX', 'Himax Technologies, Inc.', 'Himax Technologies, Inc. - American depositary shares, each of which represents two ordinary shares.', 'Q', 'N', 'N', '100.0']\n",
      "['HKTV', 'Hong Kong Television Network Limited', 'Hong Kong Television Network Limited - American Depositary Shares, each representing 20 Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['HLIT', 'Harmonic Inc.', 'Harmonic Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HLSS', 'Home Loan Servicing Solutions, Ltd.', 'Home Loan Servicing Solutions, Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['HMHC', 'Houghton Mifflin Harcourt Company', 'Houghton Mifflin Harcourt Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HMIN', 'Homeinns Hotel Group', 'Homeinns Hotel Group - American Depositary Shares, each representing two ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['HMNF', 'HMN Financial, Inc.', 'HMN Financial, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HMNY', 'Helios and Matheson Analytics Inc', 'Helios and Matheson Analytics Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HMPR', 'Hampton Roads Bankshares Inc', 'Hampton Roads Bankshares Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HMST', 'HomeStreet, Inc.', 'HomeStreet, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HMSY', 'HMS Holdings Corp', 'HMS Holdings Corp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HMTV', 'Hemisphere Media Group, Inc.', 'Hemisphere Media Group, Inc. - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HNH', 'Handy & Harman Ltd.', 'Handy & Harman Ltd. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HNNA', 'Hennessy Advisors, Inc.', 'Hennessy Advisors, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HNRG', 'Hallador Energy Company', 'Hallador Energy Company - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HNSN', 'Hansen Medical, Inc.', 'Hansen Medical, Inc. - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['HOFT', 'Hooker Furniture Corporation', 'Hooker Furniture Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HOLI', 'Hollysys Automation Technologies, Ltd.', 'Hollysys Automation Technologies, Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HOLX', 'Hologic, Inc.', 'Hologic, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HOMB', 'Home BancShares, Inc.', 'Home BancShares, Inc. - common stock', 'Q', 'N', 'N', '100.0']\n",
      "['HOTR', 'Chanticleer Holdings, Inc.', 'Chanticleer Holdings, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HOTRW', 'Chanticleer Holdings, Inc.', 'Chanticleer Holdings, Inc. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['HOVNP', 'Hovnanian Enterprises Inc', 'Hovnanian Enterprises Inc - Depositary Share representing 1/1000th of 7.625% Series A Preferred Stock', 'G', 'N', 'N', '100.0']\n",
      "['HPJ', 'Highpower International Inc', 'Highpower International Inc - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HPTX', 'Hyperion Therapeutics, Inc.', 'Hyperion Therapeutics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HQY', 'HealthEquity, Inc.', 'HealthEquity, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HRTX', 'Heron Therapeutics, Inc.', 'Heron Therapeutics, Inc.   - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HRZN', 'Horizon Technology Finance Corporation', 'Horizon Technology Finance Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HSGX', 'Histogenics Corporation', 'Histogenics Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['HSIC', 'Henry Schein, Inc.', 'Henry Schein, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HSII', 'Heidrick & Struggles International, Inc.', 'Heidrick & Struggles International, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HSKA', 'Heska Corporation', 'Heska Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HSNI', 'HSN, Inc.', 'HSN, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HSOL', 'Hanwha SolarOne Co., Ltd.', 'Hanwha SolarOne Co., Ltd. - American Depository Shares, each representing five ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['HSON', 'Hudson Global, Inc.', 'Hudson Global, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HSTM', 'HealthStream, Inc.', 'HealthStream, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HTBI', 'HomeTrust Bancshares, Inc.', 'HomeTrust Bancshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HTBK', 'Heritage Commerce Corp', 'Heritage Commerce Corp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HTBX', 'Heat Biologics, Inc.', 'Heat Biologics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['HTCH', 'Hutchinson Technology Incorporated', 'Hutchinson Technology Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HTHT', 'China Lodging Group, Limited', 'China Lodging Group, Limited - American Depositary Shares, each representing four Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['HTLD', 'Heartland Express, Inc.', 'Heartland Express, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HTLF', 'Heartland Financial USA, Inc.', 'Heartland Financial USA, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HTWO', 'HF2 Financial Management Inc.', 'HF2 Financial Management Inc. - Class A Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['HTWR', 'Heartware International, Inc.', 'Heartware International, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HUBG', 'Hub Group, Inc.', 'Hub Group, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HURC', 'Hurco Companies, Inc.', 'Hurco Companies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HURN', 'Huron Consulting Group Inc.', 'Huron Consulting Group Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HWAY', 'Healthways, Inc.', 'Healthways, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HWBK', 'Hawthorn Bancshares, Inc.', 'Hawthorn Bancshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HWCC', 'Houston Wire & Cable Company', 'Houston Wire & Cable Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HWKN', 'Hawkins, Inc.', 'Hawkins, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['HYGS', 'Hydrogenics Corporation', 'Hydrogenics Corporation - Common Shares', 'G', 'N', 'N', '100.0']\n",
      "['HYLS', 'First Trust High Yield Long/Short ETF', 'First Trust High Yield Long/Short ETF', 'G', 'N', 'N', '100.0']\n",
      "['HYND', 'WisdomTree BofA Merrill Lynch High Yield Bond Negative Duration Fund', 'WisdomTree BofA Merrill Lynch High Yield Bond Negative Duration Fund', 'G', 'N', 'N', '100.0']\n",
      "['HYZD', 'WisdomTree BofA Merrill Lynch High Yield Bond Zero Duration Fund', 'WisdomTree BofA Merrill Lynch High Yield Bond Zero Duration Fund', 'G', 'N', 'N', '100.0']\n",
      "['HZNP', 'Horizon Pharma plc', 'Horizon Pharma plc - common stock', 'Q', 'N', 'N', '100.0']\n",
      "['IACI', 'IAC/InterActiveCorp', 'IAC/InterActiveCorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IART', 'Integra LifeSciences Holdings Corporation', 'Integra LifeSciences Holdings Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IBB', 'iShares Nasdaq Biotechnology Index Fund', 'iShares Nasdaq Biotechnology Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['IBCA', 'Intervest Bancshares Corp.', 'Intervest Bancshares Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IBCP', 'Independent Bank Corporation', 'Independent Bank Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IBKC', 'IBERIABANK Corporation', 'IBERIABANK Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IBKR', 'Interactive Brokers Group, Inc.', 'Interactive Brokers Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IBOC', 'International Bancshares Corporation', 'International Bancshares Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IBTX', 'Independent Bank Group, Inc', 'Independent Bank Group, Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ICAD', 'icad inc.', 'icad inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ICCC', 'ImmuCell Corporation', 'ImmuCell Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ICEL', 'Cellular Dynamics International, Inc.', 'Cellular Dynamics International, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ICFI', 'ICF International, Inc.', 'ICF International, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ICLD', 'InterCloud Systems, Inc', 'InterCloud Systems, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ICLDW', 'InterCloud Systems, Inc', 'InterCloud Systems, Inc - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['ICLN', 'iShares S&P Global Clean Energy Index Fund', 'iShares S&P Global Clean Energy Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['ICLR', 'ICON plc', 'ICON plc - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ICON', 'Iconix Brand Group, Inc.', 'Iconix Brand Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ICPT', 'Intercept Pharmaceuticals, Inc.', 'Intercept Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ICUI', 'ICU Medical, Inc.', 'ICU Medical, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IDCC', 'InterDigital, Inc.', 'InterDigital, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IDRA', 'Idera Pharmaceuticals, Inc.', 'Idera Pharmaceuticals, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['IDSA', 'Industrial Services of America, Inc.', 'Industrial Services of America, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['IDSY', 'I.D. Systems, Inc.', 'I.D. Systems, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['IDTI', 'Integrated Device Technology, Inc.', 'Integrated Device Technology, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IDXX', 'IDEXX Laboratories, Inc.', 'IDEXX Laboratories, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IEP', 'Icahn Enterprises L.P.', 'Icahn Enterprises L.P. - Depositary units', 'Q', 'N', 'N', '100.0']\n",
      "['IESC', 'Integrated Electrical Services, Inc.', 'Integrated Electrical Services, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['IEUS', 'iShares MSCI Europe Small', 'iShares MSCI Europe Small-Cap ETF', 'G', 'N', 'N', '100.0']\n",
      "['IFAS', 'iShares FTSE EPRA/NAREIT Asia Index Fund', 'iShares FTSE EPRA/NAREIT Asia Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['IFEU', 'iShares FTSE EPRA/NAREIT Europe Index Fund', 'iShares FTSE EPRA/NAREIT Europe Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['IFGL', 'iShares FTSE EPRA/NAREIT Global Real Estate ex', 'iShares FTSE EPRA/NAREIT Global Real Estate ex-U.S. Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['IFNA', 'iShares FTSE EPRA/NAREIT North America Index Fund', 'iShares FTSE EPRA/NAREIT North America Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['IFON', 'InfoSonics Corp', 'InfoSonics Corp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['IFV', 'First Trust Dorsey Wright International Focus 5 ETF', 'First Trust Dorsey Wright International Focus 5 ETF', 'G', 'N', 'N', '100.0']\n",
      "['IGLD', 'Internet Gold Golden Lines Ltd.', 'Internet Gold Golden Lines Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['IGOV', 'iShares S&P/Citigroup International Treasury Bond Fund', 'iShares S&P/Citigroup International Treasury Bond Fund', 'G', 'N', 'N', '100.0']\n",
      "['IGTE', 'iGATE Corporation', 'iGATE Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['III', 'Information Services Group, Inc.', 'Information Services Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['IIIN', 'Insteel Industries, Inc.', 'Insteel Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IIJI', 'Internet Initiative Japan, Inc.', 'Internet Initiative Japan, Inc. - ADS represents common stock', 'Q', 'N', 'N', '100.0']\n",
      "['IILG', 'Interval Leisure Group, Inc.', 'Interval Leisure Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IIN', 'IntriCon Corporation', 'IntriCon Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['IIVI', 'II', 'II-VI Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IKAN', 'Ikanos Communications, Inc.', 'Ikanos Communications, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['IKGH', 'Iao Kun Group Holding Company Limited', 'Iao Kun Group Holding Company Limited - Ordinary Shares (Cayman Islands)', 'G', 'N', 'N', '100.0']\n",
      "['IKNX', 'Ikonics Corporation', 'Ikonics Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ILMN', 'Illumina, Inc.', 'Illumina, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IMDZ', 'Immune Design Corp.', 'Immune Design Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['IMGN', 'ImmunoGen, Inc.', 'ImmunoGen, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IMI', 'Intermolecular, Inc.', 'Intermolecular, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IMKTA', 'Ingles Markets, Incorporated', 'Ingles Markets, Incorporated - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IMMR', 'Immersion Corporation', 'Immersion Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IMMU', 'Immunomedics, Inc.', 'Immunomedics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['IMMY', 'Imprimis Pharmaceuticals, Inc.', 'Imprimis Pharmaceuticals, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['IMNP', 'Immune Pharmaceuticals Inc.', 'Immune Pharmaceuticals Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['IMOS', 'ChipMOS TECHNOLOGIES (Bermuda) LTD.', 'ChipMOS TECHNOLOGIES (Bermuda) LTD. - Common Shares', 'S', 'N', 'N', '100.0']\n",
      "['IMRS', 'Imris Inc', 'Imris Inc - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['INAP', 'Internap Corporation', 'Internap Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INBK', 'First Internet Bancorp', 'First Internet Bancorp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['INCR', 'INC Research Holdings, Inc.', 'INC Research Holdings, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INCY', 'Incyte Corporation', 'Incyte Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INDB', 'Independent Bank Corp.', 'Independent Bank Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INDY', 'iShares S&P India Nifty 50 Index Fund', 'iShares S&P India Nifty 50 Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['INFA', 'Informatica Corporation', 'Informatica Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INFI', 'Infinity Pharmaceuticals, Inc.', 'Infinity Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INFN', 'Infinera Corporation', 'Infinera Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INGN', 'Inogen, Inc', 'Inogen, Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ININ', 'Interactive Intelligence Group, Inc.', 'Interactive Intelligence Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INNL', 'Innocoll AG', 'Innocoll AG - American Depositary Share', 'G', 'N', 'N', '100.0']\n",
      "['INO', 'Inovio Pharmaceuticals, Inc.', 'Inovio Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INOD', 'Innodata Inc.', 'Innodata Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['INPH', 'Interphase Corporation', 'Interphase Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['INSM', 'Insmed, Inc.', 'Insmed, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INSY', 'Insys Therapeutics, Inc.', 'Insys Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['INTC', 'Intel Corporation', 'Intel Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INTG', 'The Intergroup Corporation', 'The Intergroup Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['INTL', 'INTL FCStone Inc.', 'INTL FCStone Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INTLL', 'INTL FCStone Inc.', 'INTL FCStone Inc. - 8.5% Senior Notes Due 2020', 'Q', 'N', 'N', '100.0']\n",
      "['INTU', 'Intuit Inc.', 'Intuit Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['INTX', 'Intersections, Inc.', 'Intersections, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['INVE', 'Identiv, Inc.', 'Identiv, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['INVT', 'Inventergy Global, Inc.', 'Inventergy Global, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['INWK', 'InnerWorkings, Inc.', 'InnerWorkings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IOSP', 'Innospec Inc.', 'Innospec Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IPAR', 'Inter Parfums, Inc.', 'Inter Parfums, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IPAS', 'iPass Inc.', 'iPass Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IPCC', 'Infinity Property and Casualty Corporation', 'Infinity Property and Casualty Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IPCI', 'Intellipharmaceutics International Inc.', 'Intellipharmaceutics International Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['IPCM', 'IPC Healthcare, Inc.', 'IPC Healthcare, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IPDN', 'Professional Diversity Network, Inc.', 'Professional Diversity Network, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['IPGP', 'IPG Photonics Corporation', 'IPG Photonics Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IPHS', 'Innophos Holdings, Inc.', 'Innophos Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IPKW', 'PowerShares International BuyBack Achievers Portfolio', 'PowerShares International BuyBack Achievers Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['IPWR', 'Ideal Power Inc.', 'Ideal Power Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['IPXL', 'Impax Laboratories, Inc.', 'Impax Laboratories, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IQNT', 'Inteliquent, Inc.', 'Inteliquent, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IRBT', 'iRobot Corporation', 'iRobot Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IRDM', 'Iridium Communications Inc', 'Iridium Communications Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IRDMB', 'Iridium Communications Inc', 'Iridium Communications Inc - 6.75% Series B Cumulative Perpetual Convertible Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IRDMZ', 'Iridium Communications Inc', 'Iridium Communications Inc - Warrants 02/14/2015', 'Q', 'N', 'N', '100.0']\n",
      "['IRG', 'Ignite Restaurant Group, Inc.', 'Ignite Restaurant Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IRIX', 'IRIDEX Corporation', 'IRIDEX Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['IRMD', 'iRadimed Corporation', 'iRadimed Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['IROQ', 'IF Bancorp, Inc.', 'IF Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['IRWD', 'Ironwood Pharmaceuticals, Inc.', 'Ironwood Pharmaceuticals, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ISBC', 'Investors Bancorp, Inc.', 'Investors Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ISCA', 'International Speedway Corporation', 'International Speedway Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ISHG', 'iShares S&P/Citigroup 1', 'iShares S&P/Citigroup 1-3 Year International Treasury Bond Fund', 'G', 'N', 'N', '100.0']\n",
      "['ISIG', 'Insignia Systems, Inc.', 'Insignia Systems, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ISIL', 'Intersil Corporation', 'Intersil Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ISIS', 'Isis Pharmaceuticals, Inc.', 'Isis Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ISLE', 'Isle of Capri Casinos, Inc.', 'Isle of Capri Casinos, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ISM', 'SLM Corporation', 'SLM Corporation - Medium Term Notes, Series A, CPI-Linked Notes due January 16, 2018', 'G', 'N', 'N', '100.0']\n",
      "['ISNS', 'Image Sensing Systems, Inc.', 'Image Sensing Systems, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ISRG', 'Intuitive Surgical, Inc.', 'Intuitive Surgical, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ISRL', 'Isramco, Inc.', 'Isramco, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ISSC', 'Innovative Solutions and Support, Inc.', 'Innovative Solutions and Support, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ISSI', 'Integrated Silicon Solution, Inc.', 'Integrated Silicon Solution, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ISTR', 'Investar Holding Corporation', 'Investar Holding Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ITCI', 'Intra', 'Intra-Cellular Therapies Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ITIC', 'Investors Title Company', 'Investors Title Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ITRI', 'Itron, Inc.', 'Itron, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ITRN', 'Ituran Location and Control Ltd.', 'Ituran Location and Control Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['IVAC', 'Intevac, Inc.', 'Intevac, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['IVAN', 'Ivanhoe Energy, Inc.', 'Ivanhoe Energy, Inc. - Common Shares', 'S', 'N', 'N', '100.0']\n",
      "['IXYS', 'IXYS Corporation', 'IXYS Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JACK', 'Jack In The Box Inc.', 'Jack In The Box Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JACQ', 'Collabrium Japan Acquisition Corporation', 'Collabrium Japan Acquisition Corporation - Ordinary Shares', 'S', 'N', 'H', '100.0']\n",
      "['JACQU', 'Collabrium Japan Acquisition Corporation', 'Collabrium Japan Acquisition Corporation - Units', 'S', 'N', 'H', '100.0']\n",
      "['JACQW', 'Collabrium Japan Acquisition Corporation', 'Collabrium Japan Acquisition Corporation - Warrant', 'S', 'N', 'H', '100.0']\n",
      "['JAKK', 'JAKKS Pacific, Inc.', 'JAKKS Pacific, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JASN', 'Jason Industries, Inc.', 'Jason Industries, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['JASNW', 'Jason Industries, Inc.', 'Jason Industries, Inc. - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['JASO', 'JA Solar Holdings, Co., Ltd.', 'JA Solar Holdings, Co., Ltd. - American depositary shares, each representing five ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['JAXB', 'Jacksonville Bancorp, Inc.', 'Jacksonville Bancorp, Inc. - Common Stock (Voting)', 'S', 'N', 'N', '100.0']\n",
      "['JAZZ', 'Jazz Pharmaceuticals plc', 'Jazz Pharmaceuticals plc - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['JBHT', 'J.B. Hunt Transport Services, Inc.', 'J.B. Hunt Transport Services, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JBLU', 'JetBlue Airways Corporation', 'JetBlue Airways Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JBSS', 'John B. Sanfilippo & Son, Inc.', 'John B. Sanfilippo & Son, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JCOM', 'j2 Global, Inc.', 'j2 Global, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JCS', 'Communications Systems, Inc.', 'Communications Systems, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['JCTCF', 'Jewett', 'Jewett-Cameron Trading Company - Common Shares', 'S', 'N', 'N', '100.0']\n",
      "['JD', 'JD.com, Inc.', 'JD.com, Inc. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['JDSU', 'JDS Uniphase Corporation', 'JDS Uniphase Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JGBB', 'WisdomTree Japan Interest Rate Strategy Fund', 'WisdomTree Japan Interest Rate Strategy Fund', 'G', 'N', 'N', '100.0']\n",
      "['JIVE', 'Jive Software, Inc.', 'Jive Software, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JJSF', 'J & J Snack Foods Corp.', 'J & J Snack Foods Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JKHY', 'Jack Henry & Associates, Inc.', 'Jack Henry & Associates, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JMBA', 'Jamba, Inc.', 'Jamba, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['JOBS', '51job, Inc.', '51job, Inc. - American Depositary Shares, each representing two common shares', 'Q', 'N', 'N', '100.0']\n",
      "['JOEZ', \"Joe's Jeans Inc.\", \"Joe's Jeans Inc. - Common Stock\", 'S', 'N', 'D', '100.0']\n",
      "['JOUT', 'Johnson Outdoors Inc.', 'Johnson Outdoors Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JRJC', 'China Finance Online Co. Limited', 'China Finance Online Co. Limited - American Depositary Shares representing 5 ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['JRVR', 'James River Group Holdings, Ltd.', 'James River Group Holdings, Ltd. - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['JSM', 'SLM Corporation', 'SLM Corporation - 6% Senior Notes due December 15, 2043', 'G', 'N', 'N', '100.0']\n",
      "['JST', 'Jinpan International Limited', 'Jinpan International Limited - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JTPY', 'JetPay Corporation', 'JetPay Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['JUNO', 'Juno Therapeutics, Inc.', 'Juno Therapeutics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['JVA', 'Coffee Holding Co., Inc.', 'Coffee Holding Co., Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['JXSB', 'Jacksonville Bancorp Inc.', 'Jacksonville Bancorp Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['JYNT', 'The Joint Corp.', 'The Joint Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['KALU', 'Kaiser Aluminum Corporation', 'Kaiser Aluminum Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KANG', 'iKang Healthcare Group, Inc.', 'iKang Healthcare Group, Inc. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['KBAL', 'Kimball International, Inc.', 'Kimball International, Inc. - Class B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KBIO', 'KaloBios Pharmaceuticals, Inc.', 'KaloBios Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['KBSF', 'KBS Fashion Group Limited', 'KBS Fashion Group Limited - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['KCAP', 'KCAP Financial, Inc.', 'KCAP Financial, Inc. - common stock', 'Q', 'N', 'N', '100.0']\n",
      "['KCLI', 'Kansas City Life Insurance Company', 'Kansas City Life Insurance Company - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['KE', 'Kimball Electronics, Inc.', 'Kimball Electronics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KELYA', 'Kelly Services, Inc.', 'Kelly Services, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KELYB', 'Kelly Services, Inc.', 'Kelly Services, Inc. - Class B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KEQU', 'Kewaunee Scientific Corporation', 'Kewaunee Scientific Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['KERX', 'Keryx Biopharmaceuticals, Inc.', 'Keryx Biopharmaceuticals, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['KEYW', 'The KEYW Holding Corporation', 'The KEYW Holding Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KFFB', 'Kentucky First Federal Bancorp', 'Kentucky First Federal Bancorp - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['KFRC', 'Kforce, Inc.', 'Kforce, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KFX', 'Kofax Limited', 'Kofax Limited - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['KGJI', 'Kingold Jewelry Inc.', 'Kingold Jewelry Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['KIN', 'Kindred Biosciences, Inc.', 'Kindred Biosciences, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['KINS', 'Kingstone Companies, Inc', 'Kingstone Companies, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['KIRK', \"Kirkland's, Inc.\", \"Kirkland's, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['KITE', 'Kite Pharma, Inc.', 'Kite Pharma, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KLAC', 'KLA', 'KLA-Tencor Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KLIC', 'Kulicke and Soffa Industries, Inc.', 'Kulicke and Soffa Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KLXI', 'KLX Inc.', 'KLX Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KMDA', 'Kamada Ltd.', 'Kamada Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['KNDI', 'Kandi Technologies Group, Inc.', 'Kandi Technologies Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KONA', 'Kona Grill, Inc.', 'Kona Grill, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['KONE', 'Kingtone Wirelessinfo Solution Holding Ltd', 'Kingtone Wirelessinfo Solution Holding Ltd - American Depositary Shares', 'S', 'N', 'N', '100.0']\n",
      "['KOOL', 'Cesca Therapeutics Inc.', 'Cesca Therapeutics Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['KOPN', 'Kopin Corporation', 'Kopin Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KOSS', 'Koss Corporation', 'Koss Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['KPTI', 'Karyopharm Therapeutics Inc.', 'Karyopharm Therapeutics Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KRFT', 'Kraft Foods Group, Inc.', 'Kraft Foods Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KRNY', 'Kearny Financial', 'Kearny Financial - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KTCC', 'Key Tronic Corporation', 'Key Tronic Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['KTEC', 'Key Technology, Inc.', 'Key Technology, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['KTOS', 'Kratos Defense & Security Solutions, Inc.', 'Kratos Defense & Security Solutions, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KTWO', 'K2M Group Holdings, Inc.', 'K2M Group Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KUTV', 'Ku6 Media Co., Ltd.', 'Ku6 Media Co., Ltd. - American Depositary Shares, each representing 100 ordinary shares', 'G', 'N', 'N', '100.0']\n",
      "['KVHI', 'KVH Industries, Inc.', 'KVH Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KWEB', 'KraneShares CSI China Internet ETF', 'KraneShares CSI China Internet ETF', 'G', 'N', 'N', '100.0']\n",
      "['KYTH', 'Kythera Biopharmaceuticals, Inc.', 'Kythera Biopharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['KZ', 'KongZhong Corporation', 'KongZhong Corporation - American Depositary Shares, each representing 40 ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['LABC', 'Louisiana Bancorp, Inc.', 'Louisiana Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LABL', 'Multi', 'Multi-Color Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LACO', 'Lakes Entertainment, Inc.', 'Lakes Entertainment, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LAKE', 'Lakeland Industries, Inc.', 'Lakeland Industries, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LALT', 'PowerShares Actively Managed Exchange', 'PowerShares Actively Managed Exchange-Traded Fund Trust - PowerShares Multi-Strategy Alternative Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['LAMR', 'Lamar Advertising Company', 'Lamar Advertising Company - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LANC', 'Lancaster Colony Corporation', 'Lancaster Colony Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LAND', 'Gladstone Land Corporation', 'Gladstone Land Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LARK', 'Landmark Bancorp Inc.', 'Landmark Bancorp Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LAWS', 'Lawson Products, Inc.', 'Lawson Products, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LAYN', 'Layne Christensen Company', 'Layne Christensen Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LBAI', 'Lakeland Bancorp, Inc.', 'Lakeland Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LBIX', 'Leading Brands Inc', 'Leading Brands Inc - Common Shares', 'S', 'N', 'N', '100.0']\n",
      "['LBRDA', 'Liberty Broadband Corporation', 'Liberty Broadband Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LBRDK', 'Liberty Broadband Corporation', 'Liberty Broadband Corporation - Class C Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LBRKR', 'Liberty Broadband Corporation', 'Liberty Broadband Corporation - Subscription Rights to Purchase Shares of Series C Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LBTYA', 'Liberty Global plc', 'Liberty Global plc - Class A Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['LBTYB', 'Liberty Global plc', 'Liberty Global plc - Class B Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['LBTYK', 'Liberty Global plc', 'Liberty Global plc - Class C Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['LCNB', 'LCNB Corporation', 'LCNB Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LCUT', 'Lifetime Brands, Inc.', 'Lifetime Brands, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LDRH', 'LDR Holding Corporation', 'LDR Holding Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LDRI', 'PowerShares LadderRite 0', 'PowerShares LadderRite 0-5 Year Corporate Bond Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['LE', \"Lands' End, Inc.\", \"Lands' End, Inc. - Common Stock\", 'S', 'N', 'N', '100.0']\n",
      "['LECO', 'Lincoln Electric Holdings, Inc.', 'Lincoln Electric Holdings, Inc. - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['LEDS', 'SemiLEDS Corporation', 'SemiLEDS Corporation - Common Stock', 'Q', 'N', 'D', '100.0']\n",
      "['LEVY', 'Levy Acquisition Corp.', 'Levy Acquisition Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LEVYU', 'Levy Acquisition Corp.', 'Levy Acquisition Corp. - Unit', 'S', 'N', 'N', '100.0']\n",
      "['LEVYW', 'Levy Acquisition Corp.', 'Levy Acquisition Corp. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['LFUS', 'Littelfuse, Inc.', 'Littelfuse, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LFVN', 'Lifevantage Corporation', 'Lifevantage Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LGCY', 'Legacy Reserves LP', 'Legacy Reserves LP - Units Representing Limited Partner Interests', 'Q', 'N', 'N', '100.0']\n",
      "['LGCYO', 'Legacy Reserves LP', 'Legacy Reserves LP - 8.00% Series B Fixed-to-Floating Rate Cumulative Redeemable Perpetual Preferred Units', 'Q', 'N', 'N', '100.0']\n",
      "['LGCYP', 'Legacy Reserves LP', 'Legacy Reserves LP - 8% Series A Fixed-to-Floating Rate Cumulative Redeemable Perpetual Preferred Units', 'Q', 'N', 'N', '100.0']\n",
      "['LGIH', 'LGI Homes, Inc.', 'LGI Homes, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LGND', 'Ligand Pharmaceuticals Incorporated', 'Ligand Pharmaceuticals Incorporated - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LHCG', 'LHC Group', 'LHC Group - common stock', 'Q', 'N', 'N', '100.0']\n",
      "['LIME', 'Lime Energy Co.', 'Lime Energy Co. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LINC', 'Lincoln Educational Services Corporation', 'Lincoln Educational Services Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LINE', 'Linn Energy, LLC', 'Linn Energy, LLC - Common Units representing limited liability company interests', 'Q', 'N', 'N', '100.0']\n",
      "['LION', 'Fidelity Southern Corporation', 'Fidelity Southern Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LIOX', 'Lionbridge Technologies, Inc.', 'Lionbridge Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LIQD', 'Liquid Holdings Group, Inc.', 'Liquid Holdings Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LIVE', 'LiveDeal, Inc.', 'LiveDeal, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LJPC', 'La Jolla Pharmaceutical Company', 'La Jolla Pharmaceutical Company - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LKFN', 'Lakeland Financial Corporation', 'Lakeland Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LKQ', 'LKQ Corporation', 'LKQ Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LLEX', 'Lilis Energy, Inc.', 'Lilis Energy, Inc. - Common Stock', 'G', 'N', 'H', '100.0']\n",
      "['LLNW', 'Limelight Networks, Inc.', 'Limelight Networks, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LLTC', 'Linear Technology Corporation', 'Linear Technology Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LMAT', 'LeMaitre Vascular, Inc.', 'LeMaitre Vascular, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LMBS', 'First Trust Low Duration Mortgage Opportunities ETF', 'First Trust Low Duration Mortgage Opportunities ETF', 'G', 'N', 'N', '100.0']\n",
      "['LMCA', 'Liberty Media Corporation', 'Liberty Media Corporation - Series A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LMCB', 'Liberty Media Corporation', 'Liberty Media Corporation - Series B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LMCK', 'Liberty Media Corporation', 'Liberty Media Corporation - Series C Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LMIA', 'LMI Aerospace, Inc.', 'LMI Aerospace, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LMNR', 'Limoneira Co', 'Limoneira Co - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LMNS', 'Lumenis Ltd.', 'Lumenis Ltd. - Class B Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['LMNX', 'Luminex Corporation', 'Luminex Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LMOS', 'Lumos Networks Corp.', 'Lumos Networks Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LMRK', 'Landmark Infrastructure Partners LP', 'Landmark Infrastructure Partners LP - Common Units', 'G', 'N', 'N', '100.0']\n",
      "['LNBB', 'LNB Bancorp, Inc.', 'LNB Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LNCE', \"Snyder's\", \"Snyder's-Lance, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['LNCO', 'Linn Co, LLC', 'Linn Co, LLC - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['LNDC', 'Landec Corporation', 'Landec Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LOAN', 'Manhattan Bridge Capital, Inc', 'Manhattan Bridge Capital, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LOCM', 'Local Corporation', 'Local Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LOCO', 'El Pollo Loco Holdings, Inc.', 'El Pollo Loco Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LOGI', 'Logitech International S.A.', 'Logitech International S.A. - Registered Shares', 'Q', 'N', 'N', '100.0']\n",
      "['LOGM', 'LogMein, Inc.', 'LogMein, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LOJN', 'LoJack Corporation', 'LoJack Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LONG', 'eLong, Inc.', 'eLong, Inc. - American Depositary Shares representing 2 Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['LOOK', 'LookSmart, Ltd.', 'LookSmart, Ltd. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LOPE', 'Grand Canyon Education, Inc.', 'Grand Canyon Education, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LORL', 'Loral Space and Communications, Inc.', 'Loral Space and Communications, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LOXO', 'Loxo Oncology, Inc.', 'Loxo Oncology, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LPCN', 'Lipocine Inc.', 'Lipocine Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LPHI', 'Life Partners Holdings Inc', 'Life Partners Holdings Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LPLA', 'LPL Financial Holdings Inc.', 'LPL Financial Holdings Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LPNT', 'LifePoint Hospitals, Inc.', 'LifePoint Hospitals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LPSB', 'LaPorte Bancorp, Inc.', 'LaPorte Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LPSN', 'LivePerson, Inc.', 'LivePerson, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LPTH', 'LightPath Technologies, Inc.', 'LightPath Technologies, Inc. - Class A Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LPTN', 'Lpath, Inc.', 'Lpath, Inc. - Class A Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LQDT', 'Liquidity Services, Inc.', 'Liquidity Services, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LRAD', 'LRAD Corporation', 'LRAD Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LRCX', 'Lam Research Corporation', 'Lam Research Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LSBK', 'Lake Shore Bancorp, Inc.', 'Lake Shore Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LSCC', 'Lattice Semiconductor Corporation', 'Lattice Semiconductor Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LSTR', 'Landstar System, Inc.', 'Landstar System, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LTBR', 'Lightbridge Corporation', 'Lightbridge Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LTRE', 'Learning Tree International, Inc.', 'Learning Tree International, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LTRPA', 'Liberty TripAdvisor Holdings, Inc.', 'Liberty TripAdvisor Holdings, Inc. - Series A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LTRPB', 'Liberty TripAdvisor Holdings, Inc.', 'Liberty TripAdvisor Holdings, Inc. - Series B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LTRX', 'Lantronix, Inc.', 'Lantronix, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LTXB', 'LegacyTexas Financial Group, Inc.', 'LegacyTexas Financial Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LULU', 'lululemon athletica inc.', 'lululemon athletica inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LUNA', 'Luna Innovations Incorporated', 'Luna Innovations Incorporated - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['LVNTA', 'Liberty Interactive Corporation', 'Liberty Interactive Corporation - Series A Liberty Ventures Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LVNTB', 'Liberty Interactive Corporation', 'Liberty Interactive Corporation - Series B Liberty Ventures Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LWAY', 'Lifeway Foods, Inc.', 'Lifeway Foods, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['LXRX', 'Lexicon Pharmaceuticals, Inc.', 'Lexicon Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['LYTS', 'LSI Industries Inc.', 'LSI Industries Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MACK', 'Merrimack Pharmaceuticals, Inc.', 'Merrimack Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MAG', 'Magnetek, Inc.', 'Magnetek, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MAGS', 'Magal Security Systems Ltd.', 'Magal Security Systems Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['MAMS', 'MAM Software Group, Inc.', 'MAM Software Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MANH', 'Manhattan Associates, Inc.', 'Manhattan Associates, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MANT', 'ManTech International Corporation', 'ManTech International Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MAR', 'Marriott International', 'Marriott International - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MARA', 'Marathon Patent Group, Inc.', 'Marathon Patent Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MARK', 'Remark Media, Inc.', 'Remark Media, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MARPS', 'Marine Petroleum Trust', 'Marine Petroleum Trust - Units of Beneficial Interest', 'S', 'N', 'N', '100.0']\n",
      "['MASI', 'Masimo Corporation', 'Masimo Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MAT', 'Mattel, Inc.', 'Mattel, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MATR', 'Mattersight Corporation', 'Mattersight Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MATW', 'Matthews International Corporation', 'Matthews International Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MAYS', 'J. W. Mays, Inc.', 'J. W. Mays, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MBCN', 'Middlefield Banc Corp.', 'Middlefield Banc Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MBFI', 'MB Financial Inc.', 'MB Financial Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MBFIP', 'MB Financial Inc.', 'MB Financial Inc. - Perpetual Non-Cumulative Preferred Stock, Series A', 'Q', 'N', 'N', '100.0']\n",
      "['MBII', 'Marrone Bio Innovations, Inc.', 'Marrone Bio Innovations, Inc. - Common Stock', 'G', 'N', 'E', '100.0']\n",
      "['MBLX', 'Metabolix, Inc.', 'Metabolix, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['MBRG', 'Middleburg Financial Corporation', 'Middleburg Financial Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MBSD', 'FlexShares Disciplined Duration MBS Index Fund', 'FlexShares Disciplined Duration MBS Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['MBTF', 'M B T Financial Corp', 'M B T Financial Corp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MBUU', 'Malibu Boats, Inc.', 'Malibu Boats, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MBVT', 'Merchants Bancshares, Inc.', 'Merchants Bancshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MBWM', 'Mercantile Bank Corporation', 'Mercantile Bank Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MCBC', 'Macatawa Bank Corporation', 'Macatawa Bank Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MCBK', 'Madison County Financial, Inc.', 'Madison County Financial, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MCEP', 'Mid', 'Mid-Con Energy Partners, LP - Common Units', 'Q', 'N', 'N', '100.0']\n",
      "['MCGC', 'MCG Capital Corporation', 'MCG Capital Corporation - Closed End Fund', 'Q', 'N', 'N', '100.0']\n",
      "['MCHP', 'Microchip Technology Incorporated', 'Microchip Technology Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MCHX', 'Marchex, Inc.', 'Marchex, Inc. - Class B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MCOX', 'Mecox Lane Limited', 'Mecox Lane Limited - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['MCRI', 'Monarch Casino & Resort, Inc.', 'Monarch Casino & Resort, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MCRL', 'Micrel, Incorporated', 'Micrel, Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MCUR', 'Macrocure Ltd.', 'Macrocure Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['MDAS', 'MedAssets, Inc.', 'MedAssets, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MDCA', 'MDC Partners Inc.', 'MDC Partners Inc. - Class A Subordinate Voting Shares', 'Q', 'N', 'N', '100.0']\n",
      "['MDCO', 'The Medicines Company', 'The Medicines Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MDIV', 'First Trust Exchange', 'First Trust Exchange-Traded Fund VI Multi-Asset Diversified Income Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['MDLZ', 'Mondelez International, Inc.', 'Mondelez International, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MDM', 'Mountain Province Diamonds Inc.', 'Mountain Province Diamonds Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MDRX', 'Allscripts Healthcare Solutions, Inc.', 'Allscripts Healthcare Solutions, Inc. - common stock', 'Q', 'N', 'N', '100.0']\n",
      "['MDSO', 'Medidata Solutions, Inc.', 'Medidata Solutions, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MDSY', 'BluePhoenix Solutions, Ltd.', 'BluePhoenix Solutions, Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['MDVN', 'Medivation, Inc.', 'Medivation, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MDVXU', 'Medovex Corp.', 'Medovex Corp. - Units', 'S', 'N', 'N', '100.0']\n",
      "['MDWD', 'MediWound Ltd.', 'MediWound Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['MDXG', 'MiMedx Group, Inc', 'MiMedx Group, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MEET', 'MeetMe, Inc.', 'MeetMe, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MEIL', 'Methes Energies International Ltd', 'Methes Energies International Ltd - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MEILW', 'Methes Energies International Ltd', 'Methes Energies International Ltd - Class A Warrants', 'S', 'N', 'N', '100.0']\n",
      "['MEILZ', 'Methes Energies International Ltd', 'Methes Energies International Ltd - Class B Warrants', 'S', 'N', 'N', '100.0']\n",
      "['MEIP', 'MEI Pharma, Inc.', 'MEI Pharma, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MELA', 'MELA Sciences, Inc', 'MELA Sciences, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MELI', 'MercadoLibre, Inc.', 'MercadoLibre, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MELR', 'Melrose Bancorp, Inc.', 'Melrose Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MEMP', 'Memorial Production Partners LP', 'Memorial Production Partners LP - Common Units', 'Q', 'N', 'N', '100.0']\n",
      "['MENT', 'Mentor Graphics Corporation', 'Mentor Graphics Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MEOH', 'Methanex Corporation', 'Methanex Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MERC', 'Mercer International Inc.', 'Mercer International Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MERU', 'Meru Networks, Inc.', 'Meru Networks, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['METR', 'Metro Bancorp, Inc', 'Metro Bancorp, Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MFI', 'MicroFinancial Incorporated', 'MicroFinancial Incorporated - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MFLX', 'Multi', 'Multi-Fineline Electronix, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MFNC', 'Mackinac Financial Corporation', 'Mackinac Financial Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MFRI', 'MFRI, Inc.', 'MFRI, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MFRM', 'Mattress Firm Holding Corp.', 'Mattress Firm Holding Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MFSF', 'MutualFirst Financial Inc.', 'MutualFirst Financial Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MGCD', 'MGC Diagnostics Corporation', 'MGC Diagnostics Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MGEE', 'MGE Energy Inc.', 'MGE Energy Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MGI', 'Moneygram International, Inc.', 'Moneygram International, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MGIC', 'Magic Software Enterprises Ltd.', 'Magic Software Enterprises Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['MGLN', 'Magellan Health, Inc.', 'Magellan Health, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MGNX', 'MacroGenics, Inc.', 'MacroGenics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MGPI', 'MGP Ingredients, Inc.', 'MGP Ingredients, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MGRC', 'McGrath RentCorp', 'McGrath RentCorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MGYR', 'Magyar Bancorp, Inc.', 'Magyar Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MHGC', 'Morgans Hotel Group Co.', 'Morgans Hotel Group Co. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MHLD', 'Maiden Holdings, Ltd.', 'Maiden Holdings, Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MHLDO', 'Maiden Holdings, Ltd.', 'Maiden Holdings, Ltd. - 7.25% Mandatory Convertible Preference Shares, Series B', 'Q', 'N', 'N', '100.0']\n",
      "['MICT', 'Micronet Enertec Technologies, Inc.', 'Micronet Enertec Technologies, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MICTW', 'Micronet Enertec Technologies, Inc.', 'Micronet Enertec Technologies, Inc. - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['MIDD', 'The Middleby Corporation', 'The Middleby Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MIFI', 'Novatel Wireless, Inc.', 'Novatel Wireless, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MIK', 'The Michaels Companies, Inc.', 'The Michaels Companies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MIND', 'Mitcham Industries, Inc.', 'Mitcham Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MINI', 'Mobile Mini, Inc.', 'Mobile Mini, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MITK', 'Mitek Systems, Inc.', 'Mitek Systems, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MITL', 'Mitel Networks Corporation', 'Mitel Networks Corporation - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['MKSI', 'MKS Instruments, Inc.', 'MKS Instruments, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MKTO', 'Marketo, Inc.', 'Marketo, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MKTX', 'MarketAxess Holdings, Inc.', 'MarketAxess Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MLAB', 'Mesa Laboratories, Inc.', 'Mesa Laboratories, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MLHR', 'Herman Miller, Inc.', 'Herman Miller, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MLNK', 'ModusLink Global Solutions, Inc', 'ModusLink Global Solutions, Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MLNX', 'Mellanox Technologies, Ltd.', 'Mellanox Technologies, Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['MLVF', 'Malvern Bancorp, Inc.', 'Malvern Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MMAC', 'MMA Capital Management, LLC', 'MMA Capital Management, LLC - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MMLP', 'Martin Midstream Partners L.P.', 'Martin Midstream Partners L.P. - Common Units Representing Limited Partnership Interests', 'Q', 'N', 'N', '100.0']\n",
      "['MMSI', 'Merit Medical Systems, Inc.', 'Merit Medical Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MMYT', 'MakeMyTrip Limited', 'MakeMyTrip Limited - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['MNDL', 'Mandalay Digital Group, Inc', 'Mandalay Digital Group, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MNDO', 'MIND C.T.I. Ltd.', 'MIND C.T.I. Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['MNGA', 'MagneGas Corporation', 'MagneGas Corporation - Common Stcok', 'S', 'N', 'D', '100.0']\n",
      "['MNKD', 'MannKind Corporation', 'MannKind Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MNOV', 'MediciNova, Inc.', 'MediciNova, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MNRK', 'Monarch Financial Holdings, Inc.', 'Monarch Financial Holdings, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MNRO', 'Monro Muffler Brake, Inc.', 'Monro Muffler Brake, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MNST', 'Monster Beverage Corporation', 'Monster Beverage Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MNTA', 'Momenta Pharmaceuticals, Inc.', 'Momenta Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MNTX', 'Manitex International, Inc.', 'Manitex International, Inc. - common stock', 'S', 'N', 'N', '100.0']\n",
      "['MOBI', 'Sky', 'Sky-mobi Limited - American Depositary Shares', 'G', 'N', 'N', '100.0']\n",
      "['MOBL', 'MobileIron, Inc.', 'MobileIron, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MOCO', 'MOCON, Inc.', 'MOCON, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MOFG', 'MidWestOne Financial Group, Inc.', 'MidWestOne Financial Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MOKO', 'MOKO Social Media Ltd.', 'MOKO Social Media Ltd. - American Depositary Shares', 'G', 'N', 'N', '100.0']\n",
      "['MOLG', 'MOL Global, Inc.', 'MOL Global, Inc. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['MOMO', 'Momo Inc.', 'Momo Inc. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['MORN', 'Morningstar, Inc.', 'Morningstar, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MOSY', 'MoSys, Inc.', 'MoSys, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MPAA', 'Motorcar Parts of America, Inc.', 'Motorcar Parts of America, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MPB', 'Mid Penn Bancorp', 'Mid Penn Bancorp - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MPEL', 'Melco Crown Entertainment Limited', 'Melco Crown Entertainment Limited - American depositary shares each representing three ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['MPET', 'Magellan Petroleum Corporation', 'Magellan Petroleum Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MPWR', 'Monolithic Power Systems, Inc.', 'Monolithic Power Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MRCC', 'Monroe Capital Corporation', 'Monroe Capital Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MRCY', 'Mercury Systems Inc', 'Mercury Systems Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MRD', 'Memorial Resource Development Corp.', 'Memorial Resource Development Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MRGE', 'Merge Healthcare Incorporated.', 'Merge Healthcare Incorporated. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MRKT', 'Markit Ltd.', 'Markit Ltd. - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['MRLN', 'Marlin Business Services Corp.', 'Marlin Business Services Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MRNS', 'Marinus Pharmaceuticals, Inc.', 'Marinus Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MRTN', 'Marten Transport, Ltd.', 'Marten Transport, Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MRTX', 'Mirati Therapeutics, Inc.', 'Mirati Therapeutics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MRVC', 'MRV Communications, Inc.', 'MRV Communications, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MRVL', 'Marvell Technology Group Ltd.', 'Marvell Technology Group Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MSBF', 'MSB Financial Corp.', 'MSB Financial Corp. - common stock', 'G', 'N', 'N', '100.0']\n",
      "['MSCC', 'Microsemi Corporation', 'Microsemi Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MSEX', 'Middlesex Water Company', 'Middlesex Water Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MSFG', 'MainSource Financial Group, Inc.', 'MainSource Financial Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MSFT', 'Microsoft Corporation', 'Microsoft Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MSG', 'The Madison Square Garden Company', 'The Madison Square Garden Company - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MSLI', 'Merus Labs International Inc.', 'Merus Labs International Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MSON', 'MISONIX, Inc.', 'MISONIX, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MSTR', 'MicroStrategy Incorporated', 'MicroStrategy Incorporated - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MTBC', 'Medical Transcription Billing, Corp.', 'Medical Transcription Billing, Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MTEX', 'Mannatech, Incorporated', 'Mannatech, Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MTGE', 'American Capital Mortgage Investment Corp.', 'American Capital Mortgage Investment Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MTGEP', 'American Capital Mortgage Investment Corp.', 'American Capital Mortgage Investment Corp. - 8.125% Series A Cumulative Redeemable Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MTLS', 'Materialise NV', 'Materialise NV - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['MTRX', 'Matrix Service Company', 'Matrix Service Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MTSC', 'MTS Systems Corporation', 'MTS Systems Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MTSI', 'M/A', 'M/A-COM Technology Solutions Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MTSL', 'MER Telemanagement Solutions Ltd.', 'MER Telemanagement Solutions Ltd. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['MTSN', 'Mattson Technology, Inc.', 'Mattson Technology, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MU', 'Micron Technology, Inc.', 'Micron Technology, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MULT', 'AdvisorShares Sunrise Global Multi', 'AdvisorShares Sunrise Global Multi-Strategy ETF', 'G', 'N', 'N', '100.0']\n",
      "['MVIS', 'Microvision, Inc.', 'Microvision, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['MWIV', 'MWI Veterinary Supply, Inc.', 'MWI Veterinary Supply, Inc. - common stock', 'Q', 'N', 'N', '100.0']\n",
      "['MXIM', 'Maxim Integrated Products, Inc.', 'Maxim Integrated Products, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MXWL', 'Maxwell Technologies, Inc.', 'Maxwell Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MYGN', 'Myriad Genetics, Inc.', 'Myriad Genetics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MYL', 'Mylan Inc.', 'Mylan Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MYOS', 'MYOS Corporation', 'MYOS Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['MYRG', 'MYR Group, Inc.', 'MYR Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['MZOR', 'Mazor Robotics Ltd.', 'Mazor Robotics Ltd. - American Depositary Shares', 'G', 'N', 'N', '100.0']\n",
      "['NAII', 'Natural Alternatives International, Inc.', 'Natural Alternatives International, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NAME', 'Rightside Group, Ltd.', 'Rightside Group, Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NANO', 'Nanometrics Incorporated', 'Nanometrics Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NATH', \"Nathan's Famous, Inc.\", \"Nathan's Famous, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['NATI', 'National Instruments Corporation', 'National Instruments Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NATL', 'National Interstate Corporation', 'National Interstate Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NATR', \"Nature's Sunshine Products, Inc.\", \"Nature's Sunshine Products, Inc. - Common Stock\", 'S', 'N', 'N', '100.0']\n",
      "['NAUH', 'National American University Holdings, Inc.', 'National American University Holdings, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NAVG', 'The Navigators Group, Inc.', 'The Navigators Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NAVI', 'Navient Corporation', 'Navient Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NBBC', 'NewBridge Bancorp', 'NewBridge Bancorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NBIX', 'Neurocrine Biosciences, Inc.', 'Neurocrine Biosciences, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NBN', 'Northeast Bancorp', 'Northeast Bancorp - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NBS', 'Neostem, Inc.', 'Neostem, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NBTB', 'NBT Bancorp Inc.', 'NBT Bancorp Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NBTF', 'NB&T FINANCIAL GROUP INC', 'NB&T FINANCIAL GROUP INC - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NCIT', 'NCI, Inc.', 'NCI, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NCLH', 'Norwegian Cruise Line Holdings Ltd.', 'Norwegian Cruise Line Holdings Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['NCMI', 'National CineMedia, Inc.', 'National CineMedia, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NCTY', 'The9 Limited', 'The9 Limited - American Depository Shares representing one ordinary share', 'Q', 'N', 'N', '100.0']\n",
      "['NDAQ', 'The NASDAQ OMX Group, Inc.', 'The NASDAQ OMX Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NDLS', 'Noodles & Company', 'Noodles & Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NDRM', 'NeuroDerm Ltd.', 'NeuroDerm Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['NDSN', 'Nordson Corporation', 'Nordson Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NECB', 'Northeast Community Bancorp, Inc.', 'Northeast Community Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NEO', 'NeoGenomics, Inc.', 'NeoGenomics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NEOG', 'Neogen Corporation', 'Neogen Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NEON', 'Neonode Inc.', 'Neonode Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NEOT', 'Neothetics, Inc.', 'Neothetics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NEPT', 'Neptune Technologies & Bioresources Inc', 'Neptune Technologies & Bioresources Inc - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['NERV', 'Minerva Neurosciences, Inc', 'Minerva Neurosciences, Inc - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NETE', 'Net Element, Inc.', 'Net Element, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NEWP', 'Newport Corporation', 'Newport Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NEWS', 'NewStar Financial, Inc.', 'NewStar Financial, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NEWT', 'Newtek Business Services Corp.', 'Newtek Business Services Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NFBK', 'Northfield Bancorp, Inc.', 'Northfield Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NFEC', 'NF Energy Saving Corporation', 'NF Energy Saving Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NFLX', 'Netflix, Inc.', 'Netflix, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NGHC', 'National General Holdings Corp', 'National General Holdings Corp - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NGHCP', 'National General Holdings Corp', 'National General Holdings Corp - 7.50% Non-Cumulative Preferred Stock, Series A', 'G', 'N', 'N', '100.0']\n",
      "['NHTB', 'New Hampshire Thrift Bancshares, Inc.', 'New Hampshire Thrift Bancshares, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NICE', 'NICE', 'NICE-Systems Limited - American Depositary Shares each representing one Ordinary Share', 'Q', 'N', 'N', '100.0']\n",
      "['NICK', 'Nicholas Financial, Inc.', 'Nicholas Financial, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NILE', 'Blue Nile, Inc.', 'Blue Nile, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NKSH', 'National Bankshares, Inc.', 'National Bankshares, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NKTR', 'Nektar Therapeutics', 'Nektar Therapeutics - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NLNK', 'NewLink Genetics Corporation', 'NewLink Genetics Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NLST', 'Netlist, Inc.', 'Netlist, Inc. - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['NMIH', 'NMI Holdings Inc', 'NMI Holdings Inc - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NMRX', 'Numerex Corp.', 'Numerex Corp. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NNBR', 'NN, Inc.', 'NN, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NPBC', 'National Penn Bancshares, Inc.', 'National Penn Bancshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NPSP', 'NPS Pharmaceuticals, Inc.', 'NPS Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NRCIA', 'National Research Corporation', 'National Research Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NRCIB', 'National Research Corporation', 'National Research Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NRIM', 'Northrim BanCorp Inc', 'Northrim BanCorp Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NRX', 'NephroGenex, Inc.', 'NephroGenex, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NSEC', 'National Security Group, Inc.', 'National Security Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NSIT', 'Insight Enterprises, Inc.', 'Insight Enterprises, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NSPH', 'Nanosphere, Inc.', 'Nanosphere, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['NSSC', 'NAPCO Security Technologies, Inc.', 'NAPCO Security Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NSTG', 'NanoString Technologies, Inc.', 'NanoString Technologies, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NSYS', 'Nortech Systems Incorporated', 'Nortech Systems Incorporated - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NTAP', 'NetApp, Inc.', 'NetApp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NTCT', 'NetScout Systems, Inc.', 'NetScout Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NTES', 'NetEase, Inc.', 'NetEase, Inc. - American Depositary Shares, each representing 25 ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['NTGR', 'NETGEAR, Inc.', 'NETGEAR, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NTIC', 'Northern Technologies International Corporation', 'Northern Technologies International Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NTK', 'Nortek Inc.', 'Nortek Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NTLS', 'NTELOS Holdings Corp.', 'NTELOS Holdings Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NTRI', 'NutriSystem Inc', 'NutriSystem Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NTRS', 'Northern Trust Corporation', 'Northern Trust Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NTRSP', 'Northern Trust Corporation', 'Northern Trust Corporation - Depository Shares', 'Q', 'N', 'N', '100.0']\n",
      "['NTWK', 'NetSol Technologies Inc.', 'NetSol Technologies Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NUAN', 'Nuance Communications, Inc.', 'Nuance Communications, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NURO', 'NeuroMetrix, Inc.', 'NeuroMetrix, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NUTR', 'Nutraceutical International Corporation', 'Nutraceutical International Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NUVA', 'NuVasive, Inc.', 'NuVasive, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NVAX', 'Novavax, Inc.', 'Novavax, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NVCN', 'Neovasc Inc.', 'Neovasc Inc. - Common Shares', 'S', 'N', 'N', '100.0']\n",
      "['NVDA', 'NVIDIA Corporation', 'NVIDIA Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NVDQ', 'Novadaq Technologies Inc', 'Novadaq Technologies Inc - Common Shares', 'G', 'N', 'N', '100.0']\n",
      "['NVEC', 'NVE Corporation', 'NVE Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NVEE', 'NV5 Holdings, Inc.', 'NV5 Holdings, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NVEEW', 'NV5 Holdings, Inc.', 'NV5 Holdings, Inc. - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['NVFY', 'Nova Lifestyle, Inc', 'Nova Lifestyle, Inc - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NVGN', 'Novogen Limited', 'Novogen Limited - American Depositary Shares each representing twenty five Ordinary Shares', 'S', 'N', 'D', '100.0']\n",
      "['NVMI', 'Nova Measuring Instruments Ltd.', 'Nova Measuring Instruments Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['NVSL', 'Naugatuck Valley Financial Corporation', 'Naugatuck Valley Financial Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NWBI', 'Northwest Bancshares, Inc.', 'Northwest Bancshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NWBO', 'Northwest Biotherapeutics, Inc.', 'Northwest Biotherapeutics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NWBOW', 'Northwest Biotherapeutics, Inc.', 'Northwest Biotherapeutics, Inc. - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['NWFL', 'Norwood Financial Corp.', 'Norwood Financial Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['NWLI', 'National Western Life Insurance Company', 'National Western Life Insurance Company - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NWPX', 'Northwest Pipe Company', 'Northwest Pipe Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NWS', 'News Corporation', 'News Corporation - Class B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NWSA', 'News Corporation', 'News Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NXPI', 'NXP Semiconductors N.V.', 'NXP Semiconductors N.V. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NXST', 'Nexstar Broadcasting Group, Inc.', 'Nexstar Broadcasting Group, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NXTD', 'NXT', 'NXT-ID Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['NXTDW', 'NXT', 'NXT-ID Inc. - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['NXTM', 'NxStage Medical, Inc.', 'NxStage Medical, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NYMT', 'New York Mortgage Trust, Inc.', 'New York Mortgage Trust, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['NYMTP', 'New York Mortgage Trust, Inc.', 'New York Mortgage Trust, Inc. - 7.75% Series B Cumulative Redeemable Preferred Stock', 'S', 'N', 'N', '100.0']\n",
      "['NYMX', 'Nymox Pharmaceutical Corporation', 'Nymox Pharmaceutical Corporation - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['NYNY', 'Empire Resorts, Inc.', 'Empire Resorts, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['OBAS', 'Optibase Ltd.', 'Optibase Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['OBCI', 'Ocean Bio', 'Ocean Bio-Chem, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OCC', 'Optical Cable Corporation', 'Optical Cable Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['OCFC', 'OceanFirst Financial Corp.', 'OceanFirst Financial Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OCLR', 'Oclaro, Inc.', 'Oclaro, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OCLS', 'Oculus Innovative Sciences, Inc.', 'Oculus Innovative Sciences, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OCRX', 'Ocera Therapeutics, Inc.', 'Ocera Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['OCUL', 'Ocular Therapeutix, Inc.', 'Ocular Therapeutix, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ODFL', 'Old Dominion Freight Line, Inc.', 'Old Dominion Freight Line, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ODP', 'Office Depot, Inc.', 'Office Depot, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OFED', 'Oconee Federal Financial Corp.', 'Oconee Federal Financial Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OFIX', 'Orthofix International N.V.', 'Orthofix International N.V. - Common Stock', 'Q', 'N', 'E', '100.0']\n",
      "['OFLX', 'Omega Flex, Inc.', 'Omega Flex, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['OFS', 'OFS Capital Corporation', 'OFS Capital Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OGXI', 'OncoGenex Pharmaceuticals Inc.', 'OncoGenex Pharmaceuticals Inc. - Common Shares', 'S', 'N', 'N', '100.0']\n",
      "['OHAI', 'OHA Investment Corporation', 'OHA Investment Corporation - Closed End Fund', 'Q', 'N', 'N', '100.0']\n",
      "['OHGI', 'One Horizon Group, Inc.', 'One Horizon Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OHRP', 'Ohr Pharmaceuticals, Inc.', 'Ohr Pharmaceuticals, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OIIM', 'O2Micro International Limited', 'O2Micro International Limited - Ordinary Shares each 50 shares of which are represented by an American Depositary Share', 'Q', 'N', 'N', '100.0']\n",
      "['OKSB', 'Southwest Bancorp, Inc.', 'Southwest Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OLBK', 'Old Line Bancshares, Inc.', 'Old Line Bancshares, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OLED', 'Universal Display Corporation', 'Universal Display Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OMAB', 'Grupo Aeroportuario del Centro Norte S.A.B. de C.V.', 'Grupo Aeroportuario del Centro Norte S.A.B. de C.V. - American Depositary Shares each representing 8 Series B shares', 'Q', 'N', 'N', '100.0']\n",
      "['OMCL', 'Omnicell, Inc.', 'Omnicell, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OMED', 'OncoMed Pharmaceuticals, Inc.', 'OncoMed Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OMER', 'Omeros Corporation', 'Omeros Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['OMEX', 'Odyssey Marine Exploration, Inc.', 'Odyssey Marine Exploration, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ONB', 'Old National Bancorp', 'Old National Bancorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ONCY', 'Oncolytics Biotech, Inc.', 'Oncolytics Biotech, Inc. - Common Shares', 'S', 'N', 'D', '100.0']\n",
      "['ONEQ', 'Fidelity Nasdaq Composite Index Tracking Stock', 'Fidelity Nasdaq Composite Index Tracking Stock', 'G', 'N', 'N', '100.0']\n",
      "['ONFC', 'Oneida Financial Corp.', 'Oneida Financial Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ONNN', 'ON Semiconductor Corporation', 'ON Semiconductor Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ONTX', 'Onconova Therapeutics, Inc.', 'Onconova Therapeutics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ONTY', 'Oncothyreon Inc.', 'Oncothyreon Inc. - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['ONVI', 'Onvia, Inc.', 'Onvia, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OPB', 'Opus Bank', 'Opus Bank - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OPHC', 'OptimumBank Holdings, Inc.', 'OptimumBank Holdings, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OPHT', 'Ophthotech Corporation', 'Ophthotech Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OPOF', 'Old Point Financial Corporation', 'Old Point Financial Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OPTT', 'Ocean Power Technologies, Inc.', 'Ocean Power Technologies, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['OPXA', 'Opexa Therapeutics, Inc.', 'Opexa Therapeutics, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['ORBC', 'ORBCOMM Inc.', 'ORBCOMM Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ORBK', 'Orbotech Ltd.', 'Orbotech Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['OREX', 'Orexigen Therapeutics, Inc.', 'Orexigen Therapeutics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ORIG', 'Ocean Rig UDW Inc.', 'Ocean Rig UDW Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ORIT', 'Oritani Financial Corp.', 'Oritani Financial Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ORLY', \"O'Reilly Automotive, Inc.\", \"O'Reilly Automotive, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['ORMP', 'Oramed Pharmaceuticals Inc.', 'Oramed Pharmaceuticals Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ORPN', 'Bio Blast Pharma Ltd.', 'Bio Blast Pharma Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['ORRF', 'Orrstown Financial Services Inc', 'Orrstown Financial Services Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OSBC', 'Old Second Bancorp, Inc.', 'Old Second Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OSBCP', 'Old Second Bancorp, Inc.', 'Old Second Bancorp, Inc. - 7.80% Cumulative Trust Preferred Securities', 'Q', 'N', 'N', '100.0']\n",
      "['OSHC', 'Ocean Shore Holding Co.', 'Ocean Shore Holding Co. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['OSIR', 'Osiris Therapeutics, Inc.', 'Osiris Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['OSIS', 'OSI Systems, Inc.', 'OSI Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OSM', 'SLM Corporation', 'SLM Corporation - Medium Term Notes, Series A, CPI-Linked Notes due March 15, 2017', 'G', 'N', 'N', '100.0']\n",
      "['OSN', 'Ossen Innovation Co., Ltd.', 'Ossen Innovation Co., Ltd. - American Depositary Shares', 'S', 'N', 'D', '100.0']\n",
      "['OSTK', 'Overstock.com, Inc.', 'Overstock.com, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['OSUR', 'OraSure Technologies, Inc.', 'OraSure Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OTEL', 'Otelco Inc.', 'Otelco Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OTEX', 'Open Text Corporation', 'Open Text Corporation - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['OTIC', 'Otonomy, Inc.', 'Otonomy, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OTIV', 'On Track Innovations Ltd', 'On Track Innovations Ltd - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['OTTR', 'Otter Tail Corporation', 'Otter Tail Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OUTR', 'Outerwall Inc.', 'Outerwall Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OVAS', 'OvaScience Inc.', 'OvaScience Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['OVBC', 'Ohio Valley Banc Corp.', 'Ohio Valley Banc Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['OVLY', 'Oak Valley Bancorp (CA)', 'Oak Valley Bancorp (CA) - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OVTI', 'OmniVision Technologies, Inc.', 'OmniVision Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OXBR', 'Oxbridge Re Holdings Limited', 'Oxbridge Re Holdings Limited - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['OXBRW', 'Oxbridge Re Holdings Limited', 'Oxbridge Re Holdings Limited - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['OXFD', 'Oxford Immunotec Global PLC', 'Oxford Immunotec Global PLC - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['OXGN', 'OXiGENE, Inc.', 'OXiGENE, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['OXLC', 'Oxford Lane Capital Corp.', 'Oxford Lane Capital Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OXLCN', 'Oxford Lane Capital Corp.', 'Oxford Lane Capital Corp. - 8.125% Series 2024 Term Preferred Stock', 'Q', 'N', 'N', '100.0']\n",
      "['OXLCO', 'Oxford Lane Capital Corp.', 'Oxford Lane Capital Corp. - Term Preferred Shares, 7.50% Series 2023', 'Q', 'N', 'N', '100.0']\n",
      "['OXLCP', 'Oxford Lane Capital Corp.', 'Oxford Lane Capital Corp. - Term Preferred Shares, 8.50% Series 2017', 'Q', 'N', 'N', '100.0']\n",
      "['OZRK', 'Bank of the Ozarks', 'Bank of the Ozarks - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PAAS', 'Pan American Silver Corp.', 'Pan American Silver Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PACB', 'Pacific Biosciences of California, Inc.', 'Pacific Biosciences of California, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PACW', 'PacWest Bancorp', 'PacWest Bancorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PAGG', 'PowerShares Global Agriculture Portfolio', 'PowerShares Global Agriculture Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PAHC', 'Phibro Animal Health Corporation', 'Phibro Animal Health Corporation - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PANL', 'Pangaea Logistics Solutions Ltd.', 'Pangaea Logistics Solutions Ltd. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PARN', 'Parnell Pharmaceuticals Holdings Ltd', 'Parnell Pharmaceuticals Holdings Ltd - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['PATIV', 'New Patriot Transportation Holding, Inc.', 'New Patriot Transportation Holding, Inc. - Common Stock When Issued', 'Q', 'N', 'N', '100.0']\n",
      "['PATK', 'Patrick Industries, Inc.', 'Patrick Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PAYX', 'Paychex, Inc.', 'Paychex, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PBCP', 'Polonia Bancorp, Inc.', 'Polonia Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PBCT', \"People's United Financial, Inc.\", \"People's United Financial, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['PBHC', 'Pathfinder Bancorp, Inc.', 'Pathfinder Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PBIB', 'Porter Bancorp, Inc.', 'Porter Bancorp, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['PBIP', 'Prudential Bancorp, Inc.', 'Prudential Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PBMD', 'Prima BioMed Ltd', 'Prima BioMed Ltd - American Depositary Shares', 'G', 'N', 'D', '100.0']\n",
      "['PBPB', 'Potbelly Corporation', 'Potbelly Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PBSK', 'Poage Bankshares, Inc.', 'Poage Bankshares, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PCAR', 'PACCAR Inc.', 'PACCAR Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PCBK', 'Pacific Continental Corporation (Ore)', 'Pacific Continental Corporation (Ore) - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PCCC', 'PC Connection, Inc.', 'PC Connection, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PCH', 'Potlatch Corporation', 'Potlatch Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PCLN', 'The Priceline Group Inc.', 'The Priceline Group Inc.  - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PCMI', 'PCM, Inc.', 'PCM, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PCO', 'Pendrell Corporation', 'Pendrell Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PCOM', 'Points International, Ltd.', 'Points International, Ltd. - Common Shares', 'S', 'N', 'N', '100.0']\n",
      "['PCRX', 'Pacira Pharmaceuticals, Inc.', 'Pacira Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PCTI', 'PC', 'PC-Tel, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PCTY', 'Paylocity Holding Corporation', 'Paylocity Holding Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PCYC', 'Pharmacyclics, Inc.', 'Pharmacyclics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PCYG', 'Park City Group, Inc.', 'Park City Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PCYO', 'Pure Cycle Corporation', 'Pure Cycle Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PDBC', 'PowerShares DB Optimum Yield Diversified Commodity Strategy Portfolio', 'PowerShares DB Optimum Yield Diversified Commodity Strategy Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PDCE', 'PDC Energy, Inc.', 'PDC Energy, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PDCO', 'Patterson Companies, Inc.', 'Patterson Companies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PDEX', 'Pro', 'Pro-Dex, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PDFS', 'PDF Solutions, Inc.', 'PDF Solutions, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PDII', 'PDI, Inc.', 'PDI, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PDLI', 'PDL BioPharma, Inc.', 'PDL BioPharma, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PEBK', 'Peoples Bancorp of North Carolina, Inc.', 'Peoples Bancorp of North Carolina, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PEBO', 'Peoples Bancorp Inc.', 'Peoples Bancorp Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PEGA', 'Pegasystems Inc.', 'Pegasystems Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PEGI', 'Pattern Energy Group Inc.', 'Pattern Energy Group Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PEIX', 'Pacific Ethanol, Inc.', 'Pacific Ethanol, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PENN', 'Penn National Gaming, Inc.', 'Penn National Gaming, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PENX', 'Penford Corporation', 'Penford Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PEOP', 'Peoples Federal Bancshares, Inc.', 'Peoples Federal Bancshares, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PERF', 'Perfumania Holdings, Inc', 'Perfumania Holdings, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PERI', 'Perion Network Ltd', 'Perion Network Ltd - ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['PERY', 'Perry Ellis International Inc.', 'Perry Ellis International Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PESI', 'Perma', 'Perma-Fix Environmental Services, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PETM', 'PetSmart, Inc', 'PetSmart, Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PETS', 'PetMed Express, Inc.', 'PetMed Express, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PETX', 'Aratana Therapeutics, Inc.', 'Aratana Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PFBC', 'Preferred Bank', 'Preferred Bank - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PFBI', 'Premier Financial Bancorp, Inc.', 'Premier Financial Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PFBX', 'Peoples Financial Corporation', 'Peoples Financial Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PFIE', 'Profire Energy, Inc.', 'Profire Energy, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PFIN', 'P & F Industries, Inc.', 'P & F Industries, Inc. - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PFIS', 'Peoples Financial Services Corp.', 'Peoples Financial Services Corp.  - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PFLT', 'PennantPark Floating Rate Capital Ltd.', 'PennantPark Floating Rate Capital Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PFMT', 'Performant Financial Corporation', 'Performant Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PFPT', 'Proofpoint, Inc.', 'Proofpoint, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PFSW', 'PFSweb, Inc.', 'PFSweb, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PGC', 'Peapack', 'Peapack-Gladstone Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PGNX', 'Progenics Pharmaceuticals Inc.', 'Progenics Pharmaceuticals Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PGTI', 'PGT, Inc.', 'PGT, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PHII', 'PHI, Inc.', 'PHI, Inc. - Voting Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PHIIK', 'PHI, Inc.', 'PHI, Inc. - Non-Voting Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PHMD', 'PhotoMedex, Inc.', 'PhotoMedex, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PICO', 'PICO Holdings Inc.', 'PICO Holdings Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PIH', '1347 Property Insurance Holdings, Inc.', '1347 Property Insurance Holdings, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PINC', 'Premier, Inc.', 'Premier, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PKBK', 'Parke Bancorp, Inc.', 'Parke Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PKOH', 'Park', 'Park-Ohio Holdings Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PKT', 'Procera Networks, Inc.', 'Procera Networks, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PLAB', 'Photronics, Inc.', 'Photronics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PLAY', \"Dave & Buster's Entertainment, Inc.\", \"Dave & Buster's Entertainment, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['PLBC', 'Plumas Bancorp', 'Plumas Bancorp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PLCE', \"Children's Place, Inc. (The)\", \"Children's Place, Inc. (The) - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['PLCM', 'Polycom, Inc.', 'Polycom, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PLKI', 'Popeyes Louisiana Kitchen, Inc.', 'Popeyes Louisiana Kitchen, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PLMT', 'Palmetto Bancshares, Inc. (SC)', 'Palmetto Bancshares, Inc. (SC) - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PLNR', 'Planar Systems, Inc.', 'Planar Systems, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PLPC', 'Preformed Line Products Company', 'Preformed Line Products Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PLPM', 'Planet Payment, Inc.', 'Planet Payment, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['PLTM', 'First Trust ISE Global Platinum Index Fund', 'First Trust ISE Global Platinum Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['PLUG', 'Plug Power, Inc.', 'Plug Power, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PLUS', 'ePlus inc.', 'ePlus inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PLXS', 'Plexus Corp.', 'Plexus Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PMBC', 'Pacific Mercantile Bancorp', 'Pacific Mercantile Bancorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PMCS', 'PMC', 'PMC - Sierra, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PMD', 'Psychemedics Corporation', 'Psychemedics Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PME', 'Pingtan Marine Enterprise Ltd.', 'Pingtan Marine Enterprise Ltd. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['PMFG', 'PMFG, Inc.', 'PMFG, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PNBK', 'Patriot National Bancorp Inc.', 'Patriot National Bancorp Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PNFP', 'Pinnacle Financial Partners, Inc.', 'Pinnacle Financial Partners, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PNNT', 'PennantPark Investment Corporation', 'PennantPark Investment Corporation - common stock', 'Q', 'N', 'N', '100.0']\n",
      "['PNQI', 'PowerShares Nasdaq Internet Portfolio', 'PowerShares Nasdaq Internet Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PNRA', 'Panera Bread Company', 'Panera Bread Company - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PNRG', 'PrimeEnergy Corporation', 'PrimeEnergy Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PNTR', 'Pointer Telocation Ltd.', 'Pointer Telocation Ltd. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['PODD', 'Insulet Corporation', 'Insulet Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['POOL', 'Pool Corporation', 'Pool Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['POPE', 'Pope Resources', 'Pope Resources - Limited Partnership', 'S', 'N', 'N', '100.0']\n",
      "['POWI', 'Power Integrations, Inc.', 'Power Integrations, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['POWL', 'Powell Industries, Inc.', 'Powell Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['POZN', 'Pozen, Inc.', 'Pozen, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PPBI', 'Pacific Premier Bancorp Inc', 'Pacific Premier Bancorp Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PPC', \"Pilgrim's Pride Corporation\", \"Pilgrim's Pride Corporation - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['PPHM', 'Peregrine Pharmaceuticals Inc.', 'Peregrine Pharmaceuticals Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PPHMP', 'Peregrine Pharmaceuticals Inc.', 'Peregrine Pharmaceuticals Inc. - 10.50% Series E Convertible Preferred Stock', 'S', 'N', 'N', '100.0']\n",
      "['PPSI', 'Pioneer Power Solutions, Inc.', 'Pioneer Power Solutions, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PRAA', 'PRA Group, Inc.', 'PRA Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PRAH', 'PRA Health Sciences, Inc.', 'PRA Health Sciences, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PRAN', 'Prana Biotechnology Ltd', 'Prana Biotechnology Ltd - American Depositary Shares each representing ten Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['PRCP', 'Perceptron, Inc.', 'Perceptron, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PRFT', 'Perficient, Inc.', 'Perficient, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PRFZ', 'PowerShares FTSE RAFI US 1500 Small', 'PowerShares FTSE RAFI US 1500 Small-Mid Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PRGN', 'Paragon Shipping Inc.', 'Paragon Shipping Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PRGNL', 'Paragon Shipping Inc.', 'Paragon Shipping Inc. - 8.375% Senior Notes due 2021', 'G', 'N', 'N', '100.0']\n",
      "['PRGS', 'Progress Software Corporation', 'Progress Software Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PRGX', 'PRGX Global, Inc.', 'PRGX Global, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PRIM', 'Primoris Services Corporation', 'Primoris Services Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PRKR', 'ParkerVision, Inc.', 'ParkerVision, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PRLS', 'Peerless Systems Corporation', 'Peerless Systems Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PRMW', 'Primo Water Corporation', 'Primo Water Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PROV', 'Provident Financial Holdings, Inc.', 'Provident Financial Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PRPH', 'ProPhase Labs, Inc.', 'ProPhase Labs, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PRQR', 'ProQR Therapeutics N.V.', 'ProQR Therapeutics N.V. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['PRSC', 'The Providence Service Corporation', 'The Providence Service Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PRSS', 'CafePress Inc.', 'CafePress Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PRTA', 'Prothena Corporation plc', 'Prothena Corporation plc - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['PRTK', 'Paratek Pharmaceuticals, Inc.', 'Paratek Pharmaceuticals, Inc.  - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PRTO', 'Proteon Therapeutics, Inc.', 'Proteon Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PRTS', 'U.S. Auto Parts Network, Inc.', 'U.S. Auto Parts Network, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PRXI', 'Premier Exhibitions, Inc.', 'Premier Exhibitions, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['PRXL', 'PAREXEL International Corporation', 'PAREXEL International Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PSAU', 'PowerShares Global Gold & Precious Metals Portfolio', 'PowerShares Global Gold & Precious Metals Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PSBH', 'PSB Holdings, Inc.', 'PSB Holdings, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PSCC', 'PowerShares S&P SmallCap Consumer Staples Portfolio', 'PowerShares S&P SmallCap Consumer Staples Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PSCD', 'PowerShares S&P SmallCap Consumer Discretionary Portfolio', 'PowerShares S&P SmallCap Consumer Discretionary Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PSCE', 'PowerShares S&P SmallCap Energy Portfolio', 'PowerShares S&P SmallCap Energy Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PSCF', 'PowerShares S&P SmallCap Financials Portfolio', 'PowerShares S&P SmallCap Financials Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PSCH', 'PowerShares S&P SmallCap Health Care Portfolio', 'PowerShares S&P SmallCap Health Care Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PSCI', 'PowerShares S&P SmallCap Industrials Portfolio', 'PowerShares S&P SmallCap Industrials Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PSCM', 'PowerShares S&P SmallCap Materials Portfolio', 'PowerShares S&P SmallCap Materials Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PSCT', 'PowerShares S&P SmallCap Information Technology Portfolio', 'PowerShares S&P SmallCap Information Technology Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PSCU', 'PowerShares S&P SmallCap Utilities Portfolio', 'PowerShares S&P SmallCap Utilities Portfolio', 'G', 'N', 'N', '100.0']\n",
      "['PSDV', 'pSivida Corp.', 'pSivida Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PSEC', 'Prospect Capital Corporation', 'Prospect Capital Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PSEM', 'Pericom Semiconductor Corporation', 'Pericom Semiconductor Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PSIX', 'Power Solutions International, Inc.', 'Power Solutions International, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PSMT', 'PriceSmart, Inc.', 'PriceSmart, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PSTB', 'Park Sterling Corporation', 'Park Sterling Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PSTI', 'Pluristem Therapeutics, Inc.', 'Pluristem Therapeutics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PSTR', 'PostRock Energy Corporation', 'PostRock Energy Corporation - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['PSUN', 'Pacific Sunwear of California, Inc.', 'Pacific Sunwear of California, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PTBI', 'PlasmaTech Biopharmaceuticals, Inc.', 'PlasmaTech Biopharmaceuticals, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PTBIW', 'PlasmaTech Biopharmaceuticals, Inc.', 'PlasmaTech Biopharmaceuticals, Inc. - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['PTC', 'PTC Inc.', 'PTC Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PTCT', 'PTC Therapeutics, Inc.', 'PTC Therapeutics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PTEN', 'Patterson', 'Patterson-UTI Energy, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PTIE', 'Pain Therapeutics', 'Pain Therapeutics - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PTLA', 'Portola Pharmaceuticals, Inc.', 'Portola Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PTNR', 'Partner Communications Company Ltd.', 'Partner Communications Company Ltd. - American Depositary Shares, each representing one ordinary share', 'Q', 'N', 'N', '100.0']\n",
      "['PTNT', 'Internet Patents Corporation', 'Internet Patents Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['PTRY', 'The Pantry, Inc.', 'The Pantry, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PTSI', 'P.A.M. Transportation Services, Inc.', 'P.A.M. Transportation Services, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PTX', 'Pernix Therapeutics Holdings, Inc.', 'Pernix Therapeutics Holdings, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PULB', 'Pulaski Financial Corp.', 'Pulaski Financial Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PVTB', 'PrivateBancorp, Inc.', 'PrivateBancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PVTBP', 'PrivateBancorp, Inc.', 'PrivateBancorp, Inc. - PrivateBancorp Capital Trust IV - 10% Trust Preferred', 'Q', 'N', 'N', '100.0']\n",
      "['PWOD', 'Penns Woods Bancorp, Inc.', 'Penns Woods Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['PWRD', 'Perfect World Co., Ltd.', 'Perfect World Co., Ltd. - American Depositary Shares, each representing five Class B ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['PWX', 'Providence and Worcester Railroad Company', 'Providence and Worcester Railroad Company - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PXLW', 'Pixelworks, Inc.', 'Pixelworks, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['PZZA', \"Papa John'S International, Inc.\", \"Papa John'S International, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['QABA', 'First Trust NASDAQ ABA Community Bank Index Fund', 'First Trust NASDAQ ABA Community Bank Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['QADA', 'QAD Inc.', 'QAD Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['QADB', 'QAD Inc.', 'QAD Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['QAT', 'iShares MSCI Qatar Capped ETF', 'iShares MSCI Qatar Capped ETF', 'G', 'N', 'N', '100.0']\n",
      "['QBAK', 'Qualstar Corporation', 'Qualstar Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['QCCO', 'QC Holdings, Inc.', 'QC Holdings, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['QCLN', 'First Trust NASDAQ Clean Edge Green Energy Index Fund', 'First Trust NASDAQ Clean Edge Green Energy Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['QCOM', 'QUALCOMM Incorporated', 'QUALCOMM Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['QCRH', 'QCR Holdings, Inc.', 'QCR Holdings, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['QDEL', 'Quidel Corporation', 'Quidel Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['QGEN', 'Qiagen N.V.', 'Qiagen N.V. - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['QINC', 'First Trust RBA Quality Income ETF', 'First Trust RBA Quality Income ETF', 'G', 'N', 'N', '100.0']\n",
      "['QIWI', 'QIWI plc', 'QIWI plc - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['QKLS', 'QKL Stores, Inc.', 'QKL Stores, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['QLGC', 'QLogic Corporation', 'QLogic Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['QLIK', 'Qlik Technologies Inc.', 'Qlik Technologies Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['QLTI', 'QLT Inc.', 'QLT Inc. - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['QLTY', 'Quality Distribution, Inc.', 'Quality Distribution, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['QLYS', 'Qualys, Inc.', 'Qualys, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['QNST', 'QuinStreet, Inc.', 'QuinStreet, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['QQEW', 'First Trust NASDAQ', 'First Trust NASDAQ-100 Equal Weighted Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['QQQ', 'PowerShares QQQ Trust, Series 1', 'PowerShares QQQ Trust, Series 1', 'G', 'N', 'N', '100.0']\n",
      "['QQQC', 'Global X NASDAQ China Technology ETF', 'Global X NASDAQ China Technology ETF', 'G', 'N', 'N', '100.0']\n",
      "['QQQX', 'Nuveen NASDAQ 100 Dynamic Overwrite Fund', 'Nuveen NASDAQ 100 Dynamic Overwrite Fund - Shares of Beneficial Interest', 'Q', 'N', 'N', '100.0']\n",
      "['QQXT', 'First Trust NASDAQ', 'First Trust NASDAQ-100 Ex-Technology Sector Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['QRHC', 'Quest Resource Holding Corporation.', 'Quest Resource Holding Corporation. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['QRVO', 'Qorvo, Inc.', 'Qorvo, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['QSII', 'Quality Systems, Inc.', 'Quality Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['QTEC', 'First Trust NASDAQ', 'First Trust NASDAQ-100- Technology Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['QTNT', 'Quotient Limited', 'Quotient Limited - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['QTNTW', 'Quotient Limited', 'Quotient Limited - Warrant', 'G', 'N', 'N', '100.0']\n",
      "['QTWW', 'Quantum Fuel Systems Technologies Worldwide, Inc.', 'Quantum Fuel Systems Technologies Worldwide, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['QUIK', 'QuickLogic Corporation', 'QuickLogic Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['QUMU', 'Qumu Corporation', 'Qumu Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['QUNR', 'Qunar Cayman Islands Limited', 'Qunar Cayman Islands Limited - American Depositary Shares', 'G', 'N', 'N', '100.0']\n",
      "['QURE', 'uniQure N.V.', 'uniQure N.V. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['QVCA', 'Liberty Interactive Corporation', 'Liberty Interactive Corporation - Series A Liberty Interactive Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['QVCB', 'Liberty Interactive Corporation', 'Liberty Interactive Corporation - Series B Liberty Interactive common stock', 'Q', 'N', 'N', '100.0']\n",
      "['QYLD', 'Recon Capital NASDAQ', 'Recon Capital NASDAQ-100 Covered Call ETF', 'G', 'N', 'N', '100.0']\n",
      "['RADA', 'Rada Electronics Industries Limited', 'Rada Electronics Industries Limited - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['RAIL', 'Freightcar America, Inc.', 'Freightcar America, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RAND', 'Rand Capital Corporation', 'Rand Capital Corporation - Common Stock ($0.10 Par Value)', 'S', 'N', 'N', '100.0']\n",
      "['RARE', 'Ultragenyx Pharmaceutical Inc.', 'Ultragenyx Pharmaceutical Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RAVE', 'Rave Restaurant Group, Inc.', 'Rave Restaurant Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RAVN', 'Raven Industries, Inc.', 'Raven Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RBCAA', 'Republic Bancorp, Inc.', 'Republic Bancorp, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RBCN', 'Rubicon Technology, Inc.', 'Rubicon Technology, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RBPAA', 'Royal Bancshares of Pennsylvania, Inc.', 'Royal Bancshares of Pennsylvania, Inc. - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RCII', 'Rent', 'Rent-A-Center Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RCKY', 'Rocky Brands, Inc.', 'Rocky Brands, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RCMT', 'RCM Technologies, Inc.', 'RCM Technologies, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RCON', 'Recon Technology, Ltd.', 'Recon Technology, Ltd. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['RCPI', 'Rock Creek Pharmaceuticals, Inc.', 'Rock Creek Pharmaceuticals, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['RCPT', 'Receptos, Inc.', 'Receptos, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RDCM', 'Radcom Ltd.', 'Radcom Ltd. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['RDEN', 'Elizabeth Arden, Inc.', 'Elizabeth Arden, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RDHL', 'Redhill Biopharma Ltd.', 'Redhill Biopharma Ltd. - American Depositary Shares', 'S', 'N', 'N', '100.0']\n",
      "['RDI', 'Reading International Inc', 'Reading International Inc - Class A Non-voting Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RDIB', 'Reading International Inc', 'Reading International Inc - Class B Voting Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RDNT', 'RadNet, Inc.', 'RadNet, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RDUS', 'Radius Health, Inc.', 'Radius Health, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RDVY', 'First Trust NASDAQ Rising Dividend Achievers ETF', 'First Trust NASDAQ Rising Dividend Achievers ETF', 'G', 'N', 'N', '100.0']\n",
      "['RDWR', 'Radware Ltd.', 'Radware Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['RECN', 'Resources Connection, Inc.', 'Resources Connection, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['REDF', 'Rediff.com India Limited', 'Rediff.com India Limited - American Depositary Shares, each represented by one-half of one equity share', 'G', 'N', 'N', '100.0']\n",
      "['REFR', 'Research Frontiers Incorporated', 'Research Frontiers Incorporated - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['REGI', 'Renewable Energy Group, Inc.', 'Renewable Energy Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['REGN', 'Regeneron Pharmaceuticals, Inc.', 'Regeneron Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['REIS', 'Reis, Inc', 'Reis, Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RELL', 'Richardson Electronics, Ltd.', 'Richardson Electronics, Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RELV', \"Reliv' International, Inc.\", \"Reliv' International, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['REMY', 'Remy International, Inc.', 'Remy International, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RENT', 'Rentrak Corporation', 'Rentrak Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['REPH', 'Recro Pharma, Inc.', 'Recro Pharma, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RESN', 'Resonant Inc.', 'Resonant Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['REXI', 'Resource America, Inc.', 'Resource America, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['REXX', 'Rex Energy Corporation', 'Rex Energy Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RFIL', 'RF Industries, Ltd.', 'RF Industries, Ltd. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RGCO', 'RGC Resources Inc.', 'RGC Resources Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RGDO', 'Regado BioSciences, Inc.', 'Regado BioSciences, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['RGDX', 'Response Genetics, Inc.', 'Response Genetics, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['RGEN', 'Repligen Corporation', 'Repligen Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RGLD', 'Royal Gold, Inc.', 'Royal Gold, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RGLS', 'Regulus Therapeutics Inc.', 'Regulus Therapeutics Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RGSE', 'Real Goods Solar, Inc.', 'Real Goods Solar, Inc. - Class A Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['RIBT', 'RiceBran Technologies', 'RiceBran Technologies - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RIBTW', 'RiceBran Technologies', 'RiceBran Technologies - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['RICK', 'RCI Hospitality Holdings, Inc.', 'RCI Hospitality Holdings, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RIGL', 'Rigel Pharmaceuticals, Inc.', 'Rigel Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RITT', 'RIT Technologies Ltd.', 'RIT Technologies Ltd. - ordinary shares', 'S', 'N', 'N', '100.0']\n",
      "['RITTW', 'RIT Technologies Ltd.', 'RIT Technologies Ltd. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['RIVR', 'River Valley Bancorp.', 'River Valley Bancorp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RJET', 'Republic Airways Holdings, Inc.', 'Republic Airways Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RLJE', 'RLJ Entertainment, Inc.', 'RLJ Entertainment, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RLOC', 'ReachLocal, Inc.', 'ReachLocal, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RLOG', 'Rand Logistics, Inc.', 'Rand Logistics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RLYP', 'Relypsa, Inc.', 'Relypsa, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RMBS', 'Rambus, Inc.', 'Rambus, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RMCF', 'Rocky Mountain Chocolate Factory, Inc.', 'Rocky Mountain Chocolate Factory, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RMGN', 'RMG Networks Holding Corporation', 'RMG Networks Holding Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RMTI', 'Rockwell Medical, Inc.', 'Rockwell Medical, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RNA', 'Prosensa Holding N.V.', 'Prosensa Holding N.V. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['RNET', 'RigNet, Inc.', 'RigNet, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RNST', 'Renasant Corporation', 'Renasant Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RNWK', 'RealNetworks, Inc.', 'RealNetworks, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ROBO', 'Robo', 'Robo-Stox Global Robotics and Automation Index ETF', 'G', 'N', 'N', '100.0']\n",
      "['ROCK', 'Gibraltar Industries, Inc.', 'Gibraltar Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ROIA', 'Radio One, Inc.', 'Radio One, Inc. - Class A Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ROIAK', 'Radio One, Inc.', 'Radio One, Inc. - Class D Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ROIC', 'Retail Opportunity Investments Corp.', 'Retail Opportunity Investments Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ROIQ', 'ROI Acquisition Corp. II', 'ROI Acquisition Corp. II - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['ROIQU', 'ROI Acquisition Corp. II', 'ROI Acquisition Corp. II - Units', 'S', 'N', 'D', '100.0']\n",
      "['ROIQW', 'ROI Acquisition Corp. II', 'ROI Acquisition Corp. II - Warrants', 'S', 'N', 'D', '100.0']\n",
      "['ROKA', 'Roka Bioscience, Inc.', 'Roka Bioscience, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ROLL', 'RBC Bearings Incorporated', 'RBC Bearings Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ROSE', 'Rosetta Resources Inc.', 'Rosetta Resources Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ROSG', 'Rosetta Genomics Ltd.', 'Rosetta Genomics Ltd. - ordinary shares', 'S', 'N', 'N', '100.0']\n",
      "['ROST', 'Ross Stores, Inc.', 'Ross Stores, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ROVI', 'Rovi Corporation', 'Rovi Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ROYL', 'Royale Energy, Inc.', 'Royale Energy, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RP', 'RealPage, Inc.', 'RealPage, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RPRX', 'Repros Therapeutics Inc.', 'Repros Therapeutics Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RPRXW', 'Repros Therapeutics Inc.', 'Repros Therapeutics Inc. - Series A Warrant', 'S', 'N', 'N', '100.0']\n",
      "['RPRXZ', 'Repros Therapeutics Inc.', 'Repros Therapeutics Inc. - Series B warrant', 'S', 'N', 'N', '100.0']\n",
      "['RPTP', 'Raptor Pharmaceutical Corp.', 'Raptor Pharmaceutical Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RPXC', 'RPX Corporation', 'RPX Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RRD', 'R.R. Donnelley & Sons Company', 'R.R. Donnelley & Sons Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RRGB', 'Red Robin Gourmet Burgers, Inc.', 'Red Robin Gourmet Burgers, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RRST', 'RRSat Global Communications Network Ltd.', 'RRSat Global Communications Network Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['RSTI', 'Rofin', 'Rofin-Sinar Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RSYS', 'RadiSys Corporation', 'RadiSys Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RTGN', 'Ruthigen, Inc.', 'Ruthigen, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RTIX', 'RTI Surgical, Inc.', 'RTI Surgical, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RTK', 'Rentech, Inc.', 'Rentech, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RTRX', 'Retrophin, Inc.', 'Retrophin, Inc. - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['RUSHA', 'Rush Enterprises, Inc.', 'Rush Enterprises, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RUSHB', 'Rush Enterprises, Inc.', 'Rush Enterprises, Inc. - Class B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RUTH', \"Ruth's Hospitality Group, Inc.\", \"Ruth's Hospitality Group, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['RVBD', 'Riverbed Technology, Inc.', 'Riverbed Technology, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RVLT', 'Revolution Lighting Technologies, Inc.', 'Revolution Lighting Technologies, Inc. - Class A Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RVNC', 'Revance Therapeutics, Inc.', 'Revance Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['RVSB', 'Riverview Bancorp Inc', 'Riverview Bancorp Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['RWLK', 'ReWalk Robotics Ltd', 'ReWalk Robotics Ltd - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['RXDX', 'Ignyta, Inc.', 'Ignyta, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RXII', 'RXi Pharmaceuticals Corporation', 'RXi Pharmaceuticals Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['RYAAY', 'Ryanair Holdings plc', 'Ryanair Holdings plc - American Depositary Shares, each representing five Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['SAAS', 'inContact, Inc.', 'inContact, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SABR', 'Sabre Corporation', 'Sabre Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SAEX', 'SAExploration Holdings, Inc.', 'SAExploration Holdings, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SAFM', 'Sanderson Farms, Inc.', 'Sanderson Farms, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SAFT', 'Safety Insurance Group, Inc.', 'Safety Insurance Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SAGE', 'Sage Therapeutics, Inc.', 'Sage Therapeutics, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SAIA', 'Saia, Inc.', 'Saia, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SAJA', 'Sajan, Inc.', 'Sajan, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SAL', 'Salisbury Bancorp, Inc.', 'Salisbury Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SALE', 'RetailMeNot, Inc.', 'RetailMeNot, Inc. - Series 1 Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SALM', 'Salem Communications Corporation', 'Salem Communications Corporation - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SAMG', 'Silvercrest Asset Management Group Inc.', 'Silvercrest Asset Management Group Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SANM', 'Sanmina Corporation', 'Sanmina Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SANW', 'S&W Seed Company', 'S&W Seed Company - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SANWZ', 'S&W Seed Company', 'S&W Seed Company - Warrants Class B 04/23/2015', 'S', 'N', 'N', '100.0']\n",
      "['SAPE', 'Sapient Corporation', 'Sapient Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SASR', 'Sandy Spring Bancorp, Inc.', 'Sandy Spring Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SATS', 'EchoStar Corporation', 'EchoStar Corporation - common stock', 'Q', 'N', 'N', '100.0']\n",
      "['SAVE', 'Spirit Airlines, Inc.', 'Spirit Airlines, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SBAC', 'SBA Communications Corporation', 'SBA Communications Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SBBX', 'Sussex Bancorp', 'Sussex Bancorp - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SBCF', 'Seacoast Banking Corporation of Florida', 'Seacoast Banking Corporation of Florida - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SBCP', 'Sunshine Bancorp, Inc.', 'Sunshine Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SBFG', 'SB Financial Group, Inc.', 'SB Financial Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SBGI', 'Sinclair Broadcast Group, Inc.', 'Sinclair Broadcast Group, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SBLK', 'Star Bulk Carriers Corp.', 'Star Bulk Carriers Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SBLKL', 'Star Bulk Carriers Corp.', 'Star Bulk Carriers Corp. - 8.00% Senior Notes Due 2019', 'Q', 'N', 'N', '100.0']\n",
      "['SBNY', 'Signature Bank', 'Signature Bank - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SBNYW', 'Signature Bank', 'Signature Bank - Warrants 12/12/2018', 'Q', 'N', 'N', '100.0']\n",
      "['SBRA', 'Sabra Healthcare REIT, Inc.', 'Sabra Healthcare REIT, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SBRAP', 'Sabra Healthcare REIT, Inc.', 'Sabra Healthcare REIT, Inc. - 7.125% Preferred Series A (United States)', 'Q', 'N', 'N', '100.0']\n",
      "['SBSA', 'Spanish Broadcasting System, Inc.', 'Spanish Broadcasting System, Inc. - Class A Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['SBSI', 'Southside Bancshares, Inc.', 'Southside Bancshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SBUX', 'Starbucks Corporation', 'Starbucks Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SCAI', 'Surgical Care Affiliates, Inc.', 'Surgical Care Affiliates, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SCHL', 'Scholastic Corporation', 'Scholastic Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SCHN', 'Schnitzer Steel Industries, Inc.', 'Schnitzer Steel Industries, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SCLN', 'SciClone Pharmaceuticals, Inc.', 'SciClone Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SCMP', 'Sucampo Pharmaceuticals, Inc.', 'Sucampo Pharmaceuticals, Inc. - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SCOK', 'SinoCoking Coal and Coke Chemical Industries, Inc', 'SinoCoking Coal and Coke Chemical Industries, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SCON', 'Superconductor Technologies Inc.', 'Superconductor Technologies Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SCOR', 'comScore, Inc.', 'comScore, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SCSC', 'ScanSource, Inc.', 'ScanSource, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SCSS', 'Select Comfort Corporation', 'Select Comfort Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SCTY', 'SolarCity Corporation', 'SolarCity Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SCVL', 'Shoe Carnival, Inc.', 'Shoe Carnival, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SCYX', 'SCYNEXIS, Inc.', 'SCYNEXIS, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SEAC', 'SeaChange International, Inc.', 'SeaChange International, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SEED', 'Origin Agritech Limited', 'Origin Agritech Limited - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SEIC', 'SEI Investments Company', 'SEI Investments Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SEMI', 'SunEdison Semiconductor Limited', 'SunEdison Semiconductor Limited - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['SENEA', 'Seneca Foods Corp.', 'Seneca Foods Corp. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SENEB', 'Seneca Foods Corp.', 'Seneca Foods Corp. - Class B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SEV', 'Sevcon, Inc.', 'Sevcon, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SFBC', 'Sound Financial Bancorp, Inc.', 'Sound Financial Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SFBS', 'ServisFirst Bancshares, Inc.', 'ServisFirst Bancshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SFLY', 'Shutterfly, Inc.', 'Shutterfly, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SFM', 'Sprouts Farmers Market, Inc.', 'Sprouts Farmers Market, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SFNC', 'Simmons First National Corporation', 'Simmons First National Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SFST', 'Southern First Bancshares, Inc.', 'Southern First Bancshares, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SFXE', 'SFX Entertainment, Inc.', 'SFX Entertainment, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SGBK', 'Stonegate Bank', 'Stonegate Bank - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SGC', 'Superior Uniform Group, Inc.', 'Superior Uniform Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SGEN', 'Seattle Genetics, Inc.', 'Seattle Genetics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SGI', 'Silicon Graphics International Corp', 'Silicon Graphics International Corp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SGMA', 'SigmaTron International, Inc.', 'SigmaTron International, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SGMO', 'Sangamo BioSciences, Inc.', 'Sangamo BioSciences, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SGMS', 'Scientific Games Corp', 'Scientific Games Corp - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SGNL', 'Signal Genetics, Inc.', 'Signal Genetics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SGNT', 'Sagent Pharmaceuticals, Inc.', 'Sagent Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SGOC', 'SGOCO Group, Ltd', 'SGOCO Group, Ltd - Ordinary Shares (Cayman Islands)', 'S', 'N', 'N', '100.0']\n",
      "['SGRP', 'SPAR Group, Inc.', 'SPAR Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SGYP', 'Synergy Pharmaceuticals, Inc.', 'Synergy Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SGYPU', 'Synergy Pharmaceuticals, Inc.', 'Synergy Pharmaceuticals, Inc. - Unit', 'S', 'N', 'N', '100.0']\n",
      "['SGYPW', 'Synergy Pharmaceuticals, Inc.', 'Synergy Pharmaceuticals, Inc. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['SHBI', 'Shore Bancshares Inc', 'Shore Bancshares Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SHEN', 'Shenandoah Telecommunications Co', 'Shenandoah Telecommunications Co - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SHIP', 'Seanergy Maritime Holdings Corp', 'Seanergy Maritime Holdings Corp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SHLD', 'Sears Holdings Corporation', 'Sears Holdings Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SHLDW', 'Sears Holdings Corporation', 'Sears Holdings Corporation - Warrant', 'Q', 'N', 'N', '100.0']\n",
      "['SHLM', 'A. Schulman, Inc.', 'A. Schulman, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SHLO', 'Shiloh Industries, Inc.', 'Shiloh Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SHOO', 'Steven Madden, Ltd.', 'Steven Madden, Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SHOR', 'ShoreTel, Inc.', 'ShoreTel, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SHOS', 'Sears Hometown and Outlet Stores, Inc.', 'Sears Hometown and Outlet Stores, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SHPG', 'Shire plc', 'Shire plc - American Depositary Shares, each representing three Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['SIAL', 'Sigma', 'Sigma-Aldrich Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SIBC', 'State Investors Bancorp, Inc.', 'State Investors Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SIEB', 'Siebert Financial Corp.', 'Siebert Financial Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SIEN', 'Sientra, Inc.', 'Sientra, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SIFI', 'SI Financial Group, Inc.', 'SI Financial Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SIFY', 'Sify Technologies Limited', 'Sify Technologies Limited - American Depository Shares, each represented by one Equity Share', 'Q', 'N', 'N', '100.0']\n",
      "['SIGA', 'SIGA Technologies Inc.', 'SIGA Technologies Inc. - Common Stock', 'G', 'N', 'Q', '100.0']\n",
      "['SIGI', 'Selective Insurance Group, Inc.', 'Selective Insurance Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SIGM', 'Sigma Designs, Inc.', 'Sigma Designs, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SILC', 'Silicom Ltd', 'Silicom Ltd - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['SIMG', 'Silicon Image, Inc.', 'Silicon Image, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SIMO', 'Silicon Motion Technology Corporation', 'Silicon Motion Technology Corporation - American Depositary Shares, each representing four ordinary shares', 'Q', 'N', 'N', '100.0']\n",
      "['SINA', 'Sina Corporation', 'Sina Corporation - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['SINO', 'Sino', 'Sino-Global Shipping America, Ltd. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SIRI', 'Sirius XM Holdings Inc.', 'Sirius XM Holdings Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SIRO', 'Sirona Dental Systems, Inc.', 'Sirona Dental Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SIVB', 'SVB Financial Group', 'SVB Financial Group - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SIVBO', 'SVB Financial Group', 'SVB Financial Group - 7% Cumulative Trust Preferred Securities - SVB Capital II', 'Q', 'N', 'N', '100.0']\n",
      "['SIXD', '6D Global Technologies, Inc.', '6D Global Technologies, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SKBI', 'Skystar Bio', 'Skystar Bio-Pharmaceutical Company - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SKIS', 'Peak Resorts, Inc.', 'Peak Resorts, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SKOR', 'FlexShares Credit', 'FlexShares Credit-Scored US Corporate Bond Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['SKUL', 'Skullcandy, Inc.', 'Skullcandy, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SKYS', 'Sky Solar Holdings, Ltd.', 'Sky Solar Holdings, Ltd. - American Depositary Shares', 'S', 'N', 'N', '100.0']\n",
      "['SKYW', 'SkyWest, Inc.', 'SkyWest, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SKYY', 'First Trust ISE Cloud Computing Index Fund', 'First Trust ISE Cloud Computing Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['SLAB', 'Silicon Laboratories, Inc.', 'Silicon Laboratories, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SLCT', 'Select Bancorp, Inc.', 'Select Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SLGN', 'Silgan Holdings Inc.', 'Silgan Holdings Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SLM', 'SLM Corporation', 'SLM Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SLMAP', 'SLM Corporation', 'SLM Corporation - 6.97% Cumulative Redeemable Preferred Stock, Series A', 'Q', 'N', 'N', '100.0']\n",
      "['SLMBP', 'SLM Corporation', 'SLM Corporation - Floating Rate Non-Cumulative Preferred Stock, Series B', 'Q', 'N', 'N', '100.0']\n",
      "['SLP', 'Simulations Plus, Inc.', 'Simulations Plus, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SLRC', 'Solar Capital Ltd.', 'Solar Capital Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SLTC', 'Selectica, Inc.', 'Selectica, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SLVO', 'Credit Suisse AG', 'Credit Suisse AG - Credit Suisse Silver Shares Covered Call Exchange Traded Notes', 'G', 'N', 'N', '100.0']\n",
      "['SLXP', 'Salix Pharmaceuticals, Ltd.', 'Salix Pharmaceuticals, Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SMAC', 'Sino Mercury Acquisition Corp.', 'Sino Mercury Acquisition Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SMACR', 'Sino Mercury Acquisition Corp.', 'Sino Mercury Acquisition Corp. - Right', 'S', 'N', 'N', '100.0']\n",
      "['SMACU', 'Sino Mercury Acquisition Corp.', 'Sino Mercury Acquisition Corp. - Unit', 'S', 'N', 'N', '100.0']\n",
      "['SMBC', 'Southern Missouri Bancorp, Inc.', 'Southern Missouri Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SMCI', 'Super Micro Computer, Inc.', 'Super Micro Computer, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SMED', 'Sharps Compliance Corp', 'Sharps Compliance Corp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SMIT', 'Schmitt Industries, Inc.', 'Schmitt Industries, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SMLR', 'Semler Scientific, Inc.', 'Semler Scientific, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SMMF', 'Summit Financial Group, Inc.', 'Summit Financial Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SMPL', 'Simplicity Bancorp Inc.', 'Simplicity Bancorp Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SMRT', 'Stein Mart, Inc.', 'Stein Mart, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SMSI', 'Smith Micro Software, Inc.', 'Smith Micro Software, Inc. - Common Stock', 'Q', 'N', 'D', '100.0']\n",
      "['SMT', 'SMART Technologies Inc.', 'SMART Technologies Inc. - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['SMTC', 'Semtech Corporation', 'Semtech Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SMTP', 'SMTP, Inc.', 'SMTP, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SMTX', 'SMTC Corporation', 'SMTC Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SNAK', 'Inventure Foods, Inc.', 'Inventure Foods, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SNBC', 'Sun Bancorp, Inc.', 'Sun Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SNC', 'State National Companies, Inc.', 'State National Companies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SNCR', 'Synchronoss Technologies, Inc.', 'Synchronoss Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SNDK', 'SanDisk Corporation', 'SanDisk Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SNFCA', 'Security National Financial Corporation', 'Security National Financial Corporation - Class A Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SNHY', 'Sun Hydraulics Corporation', 'Sun Hydraulics Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SNMX', 'Senomyx, Inc.', 'Senomyx, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SNPS', 'Synopsys, Inc.', 'Synopsys, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SNSS', 'Sunesis Pharmaceuticals, Inc.', 'Sunesis Pharmaceuticals, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SNTA', 'Synta Pharmaceuticals Corp.', 'Synta Pharmaceuticals Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SOCB', 'Southcoast Financial Corporation', 'Southcoast Financial Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SOCL', 'Global X Social Media Index ETF', 'Global X Social Media Index ETF', 'G', 'N', 'N', '100.0']\n",
      "['SODA', 'SodaStream International Ltd.', 'SodaStream International Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['SOFO', 'Sonic Foundry, Inc.', 'Sonic Foundry, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SOHO', 'Sotherly Hotels Inc.', 'Sotherly Hotels Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SOHOL', 'Sotherly Hotels LP', 'Sotherly Hotels LP - 8.00% Senior Unsecured Notes Due 2018', 'G', 'N', 'N', '100.0']\n",
      "['SOHOM', 'Sotherly Hotels LP', 'Sotherly Hotels LP - 7.00% Senior Notes', 'G', 'N', 'N', '100.0']\n",
      "['SOHU', 'Sohu.com Inc.', 'Sohu.com Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SONA', 'Southern National Bancorp of Virginia, Inc.', 'Southern National Bancorp of Virginia, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SONC', 'Sonic Corp.', 'Sonic Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SONS', 'Sonus Networks, Inc.', 'Sonus Networks, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SORL', 'SORL Auto Parts, Inc.', 'SORL Auto Parts, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SOXX', 'iShares PHLX SOX Semiconductor Sector Index Fund', 'iShares PHLX SOX Semiconductor Sector Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['SP', 'SP Plus Corporation', 'SP Plus Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SPAN', 'Span', 'Span-America Medical Systems, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SPAR', 'Spartan Motors, Inc.', 'Spartan Motors, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SPCB', 'SuperCom, Ltd.', 'SuperCom, Ltd. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['SPDC', 'Speed Commerce, Inc.', 'Speed Commerce, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SPEX', 'Spherix Incorporated', 'Spherix Incorporated - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SPHS', 'Sophiris Bio, Inc.', 'Sophiris Bio, Inc. - Common Shares', 'G', 'N', 'N', '100.0']\n",
      "['SPIL', 'Siliconware Precision Industries Company, Ltd.', 'Siliconware Precision Industries Company, Ltd. - ADS represents common shares', 'Q', 'N', 'N', '100.0']\n",
      "['SPKE', 'Spark Energy, Inc.', 'Spark Energy, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SPLK', 'Splunk Inc.', 'Splunk Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SPLS', 'Staples, Inc.', 'Staples, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SPNC', 'The Spectranetics Corporation', 'The Spectranetics Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SPNS', 'Sapiens International Corporation N.V.', 'Sapiens International Corporation N.V. - Common Shares', 'S', 'N', 'N', '100.0']\n",
      "['SPOK', 'Spok Holdings, Inc.', 'Spok Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SPPI', 'Spectrum Pharmaceuticals, Inc.', 'Spectrum Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SPPR', 'Supertel Hospitality, Inc.', 'Supertel Hospitality, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SPPRO', 'Supertel Hospitality, Inc.', 'Supertel Hospitality, Inc. - Series B Cumulative Preferred Stock', 'G', 'N', 'N', '100.0']\n",
      "['SPPRP', 'Supertel Hospitality, Inc.', 'Supertel Hospitality, Inc. - Series A Convertible Preferred Stock', 'G', 'N', 'N', '100.0']\n",
      "['SPRO', 'SmartPros Ltd.', 'SmartPros Ltd. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SPRT', 'support.com, Inc.', 'support.com, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SPSC', 'SPS Commerce, Inc.', 'SPS Commerce, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SPTN', 'SpartanNash Company', 'SpartanNash Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SPU', 'SkyPeople Fruit Juice, Inc.', 'SkyPeople Fruit Juice, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SPWH', \"Sportsman's Warehouse Holdings, Inc.\", \"Sportsman's Warehouse Holdings, Inc. - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['SPWR', 'SunPower Corporation', 'SunPower Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SQBG', 'Sequential Brands Group, Inc.', 'Sequential Brands Group, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SQBK', 'Square 1 Financial, Inc.', 'Square 1 Financial, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SQI', 'SciQuest, Inc.', 'SciQuest, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SQNM', 'Sequenom, Inc.', 'Sequenom, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SQQQ', 'ProShares UltraPro Short QQQ', 'ProShares UltraPro Short QQQ', 'G', 'N', 'N', '100.0']\n",
      "['SRCE', '1st Source Corporation', '1st Source Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SRCL', 'Stericycle, Inc.', 'Stericycle, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SRDX', 'SurModics, Inc.', 'SurModics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SREV', 'ServiceSource International, Inc.', 'ServiceSource International, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SRNE', 'Sorrento Therapeutics, Inc.', 'Sorrento Therapeutics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SRPT', 'Sarepta Therapeutics, Inc.', 'Sarepta Therapeutics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SRSC', 'Sears Canada Inc.', 'Sears Canada Inc.  - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['SSB', 'South State Corporation', 'South State Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SSBI', 'Summit State Bank', 'Summit State Bank - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SSFN', 'Stewardship Financial Corp', 'Stewardship Financial Corp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SSH', 'Sunshine Heart Inc', 'Sunshine Heart Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SSNC', 'SS&C Technologies Holdings, Inc.', 'SS&C Technologies Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SSRG', 'Symmetry Surgical Inc.', 'Symmetry Surgical Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SSRI', 'Silver Standard Resources Inc.', 'Silver Standard Resources Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SSYS', 'Stratasys, Ltd.', 'Stratasys, Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STAA', 'STAAR Surgical Company', 'STAAR Surgical Company - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['STB', 'Student Transportation Inc', 'Student Transportation Inc - Common shares', 'Q', 'N', 'N', '100.0']\n",
      "['STBA', 'S&T Bancorp, Inc.', 'S&T Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STBZ', 'State Bank Financial Corporation.', 'State Bank Financial Corporation. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['STCK', 'Stock Building Supply Holdings, Inc.', 'Stock Building Supply Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STEM', 'StemCells, Inc.', 'StemCells, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['STFC', 'State Auto Financial Corporation', 'State Auto Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STKL', 'SunOpta, Inc.', 'SunOpta, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STLD', 'Steel Dynamics, Inc.', 'Steel Dynamics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STLY', 'Stanley Furniture Company, Inc.', 'Stanley Furniture Company, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STML', 'Stemline Therapeutics, Inc.', 'Stemline Therapeutics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['STMP', 'Stamps.com Inc.', 'Stamps.com Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STNR', 'Steiner Leisure Limited', 'Steiner Leisure Limited - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['STPP', 'Barclays PLC', 'Barclays PLC - iPath US Treasury Steepener ETN', 'G', 'N', 'N', '100.0']\n",
      "['STRA', 'Strayer Education, Inc.', 'Strayer Education, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STRL', 'Sterling Construction Company Inc', 'Sterling Construction Company Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STRM', 'Streamline Health Solutions, Inc.', 'Streamline Health Solutions, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['STRN', 'Sutron Corporation', 'Sutron Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['STRS', 'Stratus Properties, Inc.', 'Stratus Properties, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STRT', 'Strattec Security Corporation', 'Strattec Security Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['STRZA', 'Starz', 'Starz - Series A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STRZB', 'Starz', 'Starz - Series B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STX', 'Seagate Technology.', 'Seagate Technology. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['STXS', 'Stereotaxis, Inc.', 'Stereotaxis, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SUBK', 'Suffolk Bancorp', 'Suffolk Bancorp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SUMR', 'Summer Infant, Inc.', 'Summer Infant, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SUNS', 'Solar Senior Capital Ltd.', 'Solar Senior Capital Ltd. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SUPN', 'Supernus Pharmaceuticals, Inc.', 'Supernus Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SURG', 'Synergetics USA, Inc.', 'Synergetics USA, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SUSQ', 'Susquehanna Bancshares, Inc.', 'Susquehanna Bancshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SUTR', 'Sutor Technology Group Limited', 'Sutor Technology Group Limited - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['SVA', 'Sinovac Biotech, Ltd.', 'Sinovac Biotech, Ltd. - Ordinary Shares (Antigua/Barbudo)', 'Q', 'N', 'N', '100.0']\n",
      "['SVBI', 'Severn Bancorp Inc', 'Severn Bancorp Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SVVC', 'Firsthand Technology Value Fund, Inc.', 'Firsthand Technology Value Fund, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SWHC', 'Smith & Wesson Holding Corporation', 'Smith & Wesson Holding Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SWIR', 'Sierra Wireless, Inc.', 'Sierra Wireless, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SWKS', 'Skyworks Solutions, Inc.', 'Skyworks Solutions, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SWSH', 'Swisher Hygiene, Inc.', 'Swisher Hygiene, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SYBT', 'Stock Yards Bancorp, Inc.', 'Stock Yards Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SYKE', 'Sykes Enterprises, Incorporated', 'Sykes Enterprises, Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SYMC', 'Symantec Corporation', 'Symantec Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SYMX', 'Synthesis Energy Systems, Inc.', 'Synthesis Energy Systems, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SYNA', 'Synaptics Incorporated', 'Synaptics Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SYNC', 'Synacor, Inc.', 'Synacor, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SYNL', 'Synalloy Corporation', 'Synalloy Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SYNT', 'Syntel, Inc.', 'Syntel, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SYPR', 'Sypris Solutions, Inc.', 'Sypris Solutions, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['SYRX', 'Sysorex Global Holding Corp.', 'Sysorex Global Holding Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['SYUT', 'Synutra International, Inc.', 'Synutra International, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SZMK', 'Sizmek Inc.', 'Sizmek Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['SZYM', 'Solazyme, Inc.', 'Solazyme, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TACT', 'TransAct Technologies Incorporated', 'TransAct Technologies Incorporated - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TAIT', 'Taitron Components Incorporated', 'Taitron Components Incorporated - Class A Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TAPR', 'Barclays PLC', 'Barclays PLC - Barclays Inverse US Treasury Composite ETN', 'G', 'N', 'N', '100.0']\n",
      "['TASR', 'TASER International, Inc.', 'TASER International, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TAST', 'Carrols Restaurant Group, Inc.', 'Carrols Restaurant Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TATT', 'TAT Technologies Ltd.', 'TAT Technologies Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['TAX', 'Liberty Tax, Inc.', 'Liberty Tax, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TAXI', 'Medallion Financial Corp.', 'Medallion Financial Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TAYD', 'Taylor Devices, Inc.', 'Taylor Devices, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TBBK', 'The Bancorp, Inc.', 'The Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TBIO', 'Transgenomic, Inc.', 'Transgenomic, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TBK', 'Triumph Bancorp, Inc.', 'Triumph Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TBNK', 'Territorial Bancorp Inc.', 'Territorial Bancorp Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TBPH', 'Theravance Biopharma, Inc.', 'Theravance Biopharma, Inc. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['TCBI', 'Texas Capital Bancshares, Inc.', 'Texas Capital Bancshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TCBIL', 'Texas Capital Bancshares, Inc.', 'Texas Capital Bancshares, Inc. - 6.50% Subordinated Notes due 2042', 'Q', 'N', 'N', '100.0']\n",
      "['TCBIP', 'Texas Capital Bancshares, Inc.', 'Texas Capital Bancshares, Inc. - Non Cumulative Preferred Perpetual Stock Series A', 'Q', 'N', 'N', '100.0']\n",
      "['TCBIW', 'Texas Capital Bancshares, Inc.', 'Texas Capital Bancshares, Inc. - Warrants 01/16/2019', 'Q', 'N', 'N', '100.0']\n",
      "['TCBK', 'TriCo Bancshares', 'TriCo Bancshares - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TCCO', 'Technical Communications Corporation', 'Technical Communications Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TCFC', 'The Community Financial Corporation', 'The Community Financial Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TCPC', 'TCP Capital Corp.', 'TCP Capital Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TCRD', 'THL Credit, Inc.', 'THL Credit, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TCX', 'Tucows Inc.', 'Tucows Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TDIV', 'First Trust Exchange', 'First Trust Exchange-Traded Fund VI First Trust NASDAQ Technology Dividend Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['TEAR', 'TearLab Corporation', 'TearLab Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TECD', 'Tech Data Corporation', 'Tech Data Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TECH', 'Bio', 'Bio-Techne Corp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TECU', 'Tecumseh Products Company', 'Tecumseh Products Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TEDU', 'Tarena International, Inc.', 'Tarena International, Inc. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['TENX', 'Tenax Therapeutics, Inc.', 'Tenax Therapeutics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TERP', 'TerraForm Power, Inc.', 'TerraForm Power, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TESO', 'Tesco Corporation', 'Tesco Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TESS', 'TESSCO Technologies Incorporated', 'TESSCO Technologies Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TFM', 'The Fresh Market, Inc.', 'The Fresh Market, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TFSC', '1347 Capital Corp.', '1347 Capital Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TFSCR', '1347 Capital Corp.', '1347 Capital Corp. - Right', 'S', 'N', 'N', '100.0']\n",
      "['TFSCU', '1347 Capital Corp.', '1347 Capital Corp. - Unit', 'S', 'N', 'N', '100.0']\n",
      "['TFSCW', '1347 Capital Corp.', '1347 Capital Corp. - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['TFSL', 'TFS Financial Corporation', 'TFS Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TGA', 'Transglobe Energy Corp', 'Transglobe Energy Corp - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['TGE', 'TGC Industries, Inc.', 'TGC Industries, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TGEN', 'Tecogen Inc.', 'Tecogen Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TGLS', 'Tecnoglass Inc.', 'Tecnoglass Inc. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['TGTX', 'TG Therapeutics, Inc.', 'TG Therapeutics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['THFF', 'First Financial Corporation Indiana', 'First Financial Corporation Indiana - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['THLD', 'Threshold Pharmaceuticals, Inc.', 'Threshold Pharmaceuticals, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['THOR', 'Thoratec Corporation', 'Thoratec Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['THRM', 'Gentherm Inc', 'Gentherm Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['THRX', 'Theravance, Inc.', 'Theravance, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['THST', 'Truett', 'Truett-Hurst, Inc. - Class A Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['THTI', 'THT Heat Transfer Technology, Inc.', 'THT Heat Transfer Technology, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TICC', 'TICC Capital Corp.', 'TICC Capital Corp. - Closed End Fund', 'Q', 'N', 'N', '100.0']\n",
      "['TIGR', 'TigerLogic Corporation', 'TigerLogic Corporation - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['TILE', 'Interface, Inc.', 'Interface, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TINY', 'Harris & Harris Group, Inc.', 'Harris & Harris Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TIPT', 'Tiptree Financial Inc.', 'Tiptree Financial Inc. - Class A Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TISA', 'Top Image Systems, Ltd.', 'Top Image Systems, Ltd. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['TITN', 'Titan Machinery Inc.', 'Titan Machinery Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TIVO', 'TiVo Inc.', 'TiVo Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TKAI', 'Tokai Pharmaceuticals, Inc.', 'Tokai Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TKMR', 'Tekmira Pharmaceuticals Corp', 'Tekmira Pharmaceuticals Corp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TLF', 'Tandy Leather Factory, Inc.', 'Tandy Leather Factory, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TLMR', 'Talmer Bancorp, Inc.', 'Talmer Bancorp, Inc. - Class A Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TLOG', 'TetraLogic Pharmaceuticals Corporation', 'TetraLogic Pharmaceuticals Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TNAV', 'Telenav, Inc.', 'Telenav, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TNDM', 'Tandem Diabetes Care, Inc.', 'Tandem Diabetes Care, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TNGO', 'Tangoe, Inc.', 'Tangoe, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TNXP', 'Tonix Pharmaceuticals Holding Corp.', 'Tonix Pharmaceuticals Holding Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TOPS', 'TOP Ships Inc.', 'TOP Ships Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TORM', 'TOR Minerals International Inc', 'TOR Minerals International Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TOUR', 'Tuniu Corporation', 'Tuniu Corporation - American Depositary Shares', 'G', 'N', 'N', '100.0']\n",
      "['TOWN', 'Towne Bank', 'Towne Bank - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TQQQ', 'ProShares UltraPro QQQ', 'ProShares UltraPro QQQ', 'G', 'N', 'N', '100.0']\n",
      "['TRAK', 'Dealertrack Technologies, Inc.', 'Dealertrack Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TRCB', 'Two River Bancorp', 'Two River Bancorp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TRCH', 'Torchlight Energy Resources, Inc.', 'Torchlight Energy Resources, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TREE', 'LendingTree, Inc.', 'LendingTree, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TRGT', 'Targacept, Inc.', 'Targacept, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TRIB', 'Trinity Biotech plc', 'Trinity Biotech plc - American Depositary Shares each representing 4 A Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['TRIL', 'Trillium Therapeutics Inc.', 'Trillium Therapeutics Inc. - Common Shares', 'S', 'N', 'N', '100.0']\n",
      "['TRIP', 'TripAdvisor, Inc.', 'TripAdvisor, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TRIV', 'TriVascular Technologies, Inc.', 'TriVascular Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TRMB', 'Trimble Navigation Limited', 'Trimble Navigation Limited - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TRMK', 'Trustmark Corporation', 'Trustmark Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TRNS', 'Transcat, Inc.', 'Transcat, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TRNX', 'Tornier N.V.', 'Tornier N.V. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['TROV', 'TrovaGene, Inc.', 'TrovaGene, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TROVU', 'TrovaGene, Inc.', 'TrovaGene, Inc. - Unit', 'S', 'N', 'N', '100.0']\n",
      "['TROVW', 'TrovaGene, Inc.', 'TrovaGene, Inc. - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['TROW', 'T. Rowe Price Group, Inc.', 'T. Rowe Price Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TRS', 'TriMas Corporation', 'TriMas Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TRST', 'TrustCo Bank Corp NY', 'TrustCo Bank Corp NY - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TRTL', 'Terrapin 3 Acquisition Corporation', 'Terrapin 3 Acquisition Corporation - Class A Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TRTLU', 'Terrapin 3 Acquisition Corporation', 'Terrapin 3 Acquisition Corporation - Units', 'S', 'N', 'N', '100.0']\n",
      "['TRTLW', 'Terrapin 3 Acquisition Corporation', 'Terrapin 3 Acquisition Corporation - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['TRUE', 'TrueCar, Inc.', 'TrueCar, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TRVN', 'Trevena, Inc.', 'Trevena, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TSBK', 'Timberland Bancorp, Inc.', 'Timberland Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TSC', 'TriState Capital Holdings, Inc.', 'TriState Capital Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TSCO', 'Tractor Supply Company', 'Tractor Supply Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TSEM', 'Tower Semiconductor Ltd.', 'Tower Semiconductor Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['TSLA', 'Tesla Motors, Inc.', 'Tesla Motors, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TSRA', 'Tessera Technologies, Inc.', 'Tessera Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TSRE', 'Trade Street Residential, Inc.', 'Trade Street Residential, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TSRI', 'TSR, Inc.', 'TSR, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TSRO', 'TESARO, Inc.', 'TESARO, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TST', 'TheStreet, Inc.', 'TheStreet, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TSYS', 'TeleCommunication Systems, Inc.', 'TeleCommunication Systems, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TTEC', 'TeleTech Holdings, Inc.', 'TeleTech Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TTEK', 'Tetra Tech, Inc.', 'Tetra Tech, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TTGT', 'TechTarget, Inc.', 'TechTarget, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TTHI', 'Transition Therapeutics, Inc.', 'Transition Therapeutics, Inc. - Ordinary Shares (Canada)', 'G', 'N', 'N', '100.0']\n",
      "['TTMI', 'TTM Technologies, Inc.', 'TTM Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TTOO', 'T2 Biosystems, Inc.', 'T2 Biosystems, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TTPH', 'Tetraphase Pharmaceuticals, Inc.', 'Tetraphase Pharmaceuticals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TTS', 'Tile Shop Hldgs, Inc.', 'Tile Shop Hldgs, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TTWO', 'Take', 'Take-Two Interactive Software, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TUBE', 'TubeMogul, Inc.', 'TubeMogul, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TUES', 'Tuesday Morning Corp.', 'Tuesday Morning Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TUSA', 'First Trust Total US Market AlphaDEX ETF', 'First Trust Total US Market AlphaDEX ETF', 'G', 'N', 'N', '100.0']\n",
      "['TVIX', 'Credit Suisse AG', 'Credit Suisse AG - VelocityShares Daily 2x VIX Short Term ETN', 'G', 'N', 'N', '100.0']\n",
      "['TVIZ', 'Credit Suisse AG', 'Credit Suisse AG - VelocityShares Daily 2x VIX Medium Term ETN', 'G', 'N', 'N', '100.0']\n",
      "['TWER', 'Towerstream Corporation', 'Towerstream Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['TWIN', 'Twin Disc, Incorporated', 'Twin Disc, Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TWMC', 'Trans World Entertainment Corp.', 'Trans World Entertainment Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['TWOU', '2U, Inc.', '2U, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TXN', 'Texas Instruments Incorporated', 'Texas Instruments Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TXRH', 'Texas Roadhouse, Inc.', 'Texas Roadhouse, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TYPE', 'Monotype Imaging Holdings Inc.', 'Monotype Imaging Holdings Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['TZOO', 'Travelzoo Inc.', 'Travelzoo Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UACL', 'Universal Truckload Services, Inc.', 'Universal Truckload Services, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UAE', 'iShares MSCI UAE Capped ETF', 'iShares MSCI UAE Capped ETF', 'G', 'N', 'N', '100.0']\n",
      "['UBCP', 'United Bancorp, Inc.', 'United Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['UBFO', 'United Security Bancshares', 'United Security Bancshares - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UBIC', 'UBIC, Inc.', 'UBIC, Inc. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['UBNK', 'United Financial Bancorp, Inc.', 'United Financial Bancorp, Inc.  - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UBNT', 'Ubiquiti Networks, Inc.', 'Ubiquiti Networks, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UBOH', 'United Bancshares, Inc.', 'United Bancshares, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['UBSH', 'Union Bankshares Corporation', 'Union Bankshares Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UBSI', 'United Bankshares, Inc.', 'United Bankshares, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UCBA', 'United Community Bancorp', 'United Community Bancorp - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['UCBI', 'United Community Banks, Inc.', 'United Community Banks, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UCFC', 'United Community Financial Corp.', 'United Community Financial Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UCTT', 'Ultra Clean Holdings, Inc.', 'Ultra Clean Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UDF', 'United Development Funding IV', 'United Development Funding IV - Common Shares of Beneficial Interest', 'Q', 'N', 'N', '100.0']\n",
      "['UEIC', 'Universal Electronics Inc.', 'Universal Electronics Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UEPS', 'Net 1 UEPS Technologies, Inc.', 'Net 1 UEPS Technologies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UFCS', 'United Fire Group, Inc', 'United Fire Group, Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UFPI', 'Universal Forest Products, Inc.', 'Universal Forest Products, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UFPT', 'UFP Technologies, Inc.', 'UFP Technologies, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['UG', 'United', 'United-Guardian, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['UGLD', 'Credit Suisse AG', 'Credit Suisse AG - VelocityShares 3x Long Gold ETN', 'G', 'N', 'N', '100.0']\n",
      "['UHAL', 'Amerco', 'Amerco - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UIHC', 'United Insurance Holdings Corp.', 'United Insurance Holdings Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ULBI', 'Ultralife Corporation', 'Ultralife Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ULTA', 'Ulta Salon, Cosmetics & Fragrance, Inc.', 'Ulta Salon, Cosmetics & Fragrance, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ULTI', 'The Ultimate Software Group, Inc.', 'The Ultimate Software Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ULTR', 'Ultrapetrol (Bahamas) Limited', 'Ultrapetrol (Bahamas) Limited - common stock', 'Q', 'N', 'N', '100.0']\n",
      "['UMBF', 'UMB Financial Corporation', 'UMB Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UMPQ', 'Umpqua Holdings Corporation', 'Umpqua Holdings Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UNAM', 'Unico American Corporation', 'Unico American Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['UNB', 'Union Bankshares, Inc.', 'Union Bankshares, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['UNFI', 'United Natural Foods, Inc.', 'United Natural Foods, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UNIS', 'Unilife Corporation', 'Unilife Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['UNTD', 'United Online, Inc.', 'United Online, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UNTY', 'Unity Bancorp, Inc.', 'Unity Bancorp, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['UNXL', 'Uni', 'Uni-Pixel, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['UPI', 'Uroplasty, Inc.', 'Uroplasty, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['UPIP', 'Unwired Planet, Inc.', 'Unwired Planet, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UPLD', 'Upland Software, Inc.', 'Upland Software, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['URBN', 'Urban Outfitters, Inc.', 'Urban Outfitters, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['URRE', 'Uranium Resources, Inc.', 'Uranium Resources, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['USAK', 'USA Truck, Inc.', 'USA Truck, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['USAP', 'Universal Stainless & Alloy Products, Inc.', 'Universal Stainless & Alloy Products, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['USAT', 'USA Technologies, Inc.', 'USA Technologies, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['USATP', 'USA Technologies, Inc.', 'USA Technologies, Inc. - Preferred Stock', 'G', 'N', 'N', '100.0']\n",
      "['USBI', 'United Security Bancshares, Inc.', 'United Security Bancshares, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['USCR', 'U S Concrete, Inc.', 'U S Concrete, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['USEG', 'U.S. Energy Corp.', 'U.S. Energy Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['USLM', 'United States Lime & Minerals, Inc.', 'United States Lime & Minerals, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['USLV', 'Credit Suisse AG', 'Credit Suisse AG - VelocityShares 3x Long Silver ETN', 'G', 'N', 'N', '100.0']\n",
      "['USMD', 'USMD Holdings, Inc.', 'USMD Holdings, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['USTR', 'United Stationers Inc.', 'United Stationers Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UTEK', 'Ultratech, Inc.', 'Ultratech, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UTHR', 'United Therapeutics Corporation', 'United Therapeutics Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UTIW', 'UTi Worldwide Inc.', 'UTi Worldwide Inc. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['UTMD', 'Utah Medical Products, Inc.', 'Utah Medical Products, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['UTSI', 'UTStarcom Holdings Corp', 'UTStarcom Holdings Corp - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['UVSP', 'Univest Corporation of Pennsylvania', 'Univest Corporation of Pennsylvania - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VA', 'Virgin America Inc.', 'Virgin America Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VALU', 'Value Line, Inc.', 'Value Line, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['VALX', 'Validea Market Legends ETF', 'Validea Market Legends ETF', 'G', 'N', 'N', '100.0']\n",
      "['VASC', 'Vascular Solutions, Inc.', 'Vascular Solutions, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VBFC', 'Village Bank and Trust Financial Corp.', 'Village Bank and Trust Financial Corp. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['VBIV', 'VBI Vaccines Inc.', 'VBI Vaccines Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['VBLT', 'Vascular Biogenics Ltd.', 'Vascular Biogenics Ltd. - Ordinary Shares', 'G', 'N', 'N', '100.0']\n",
      "['VBND', 'Vident Core U.S. Bond Strategy Fund', 'Vident Core U.S. Bond Strategy Fund', 'G', 'N', 'N', '100.0']\n",
      "['VBTX', 'Veritex Holdings, Inc.', 'Veritex Holdings, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['VCEL', 'Vericel Corporation', 'Vericel Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['VCIT', 'Vanguard Intermediate', 'Vanguard Intermediate-Term Corporate Bond ETF', 'G', 'N', 'N', '100.0']\n",
      "['VCLT', 'Vanguard Long', 'Vanguard Long-Term Corporate Bond ETF', 'G', 'N', 'N', '100.0']\n",
      "['VCSH', 'Vanguard Short', 'Vanguard Short-Term Corporate Bond ETF', 'G', 'N', 'N', '100.0']\n",
      "['VCYT', 'Veracyte, Inc.', 'Veracyte, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['VDSI', 'VASCO Data Security International, Inc.', 'VASCO Data Security International, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['VECO', 'Veeco Instruments Inc.', 'Veeco Instruments Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VGGL', 'Viggle Inc.', 'Viggle Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['VGIT', 'Vanguard Intermediate', 'Vanguard Intermediate -Term Government Bond ETF', 'G', 'N', 'N', '100.0']\n",
      "['VGLT', 'Vanguard Long', 'Vanguard Long-Term Government Bond ETF', 'G', 'N', 'N', '100.0']\n",
      "['VGSH', 'Vanguard Short', 'Vanguard Short-Term Government ETF', 'G', 'N', 'N', '100.0']\n",
      "['VIA', 'Viacom Inc.', 'Viacom Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VIAB', 'Viacom Inc.', 'Viacom Inc. - Class B Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VIAS', 'Viasystems Group, Inc.', 'Viasystems Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['VICL', 'Vical Incorporated', 'Vical Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VICR', 'Vicor Corporation', 'Vicor Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VIDE', 'Video Display Corporation', 'Video Display Corporation - Common Stock', 'G', 'N', 'D', '100.0']\n",
      "['VIDI', 'Vident International Equity Fund', 'Vident International Equity Fund', 'G', 'N', 'N', '100.0']\n",
      "['VIEW', 'Viewtran Group, Inc.', 'Viewtran Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VIIX', 'Credit Suisse AG', 'Credit Suisse AG - VelocityShares VIX Short Term ETN', 'G', 'N', 'N', '100.0']\n",
      "['VIIZ', 'Credit Suisse AG', 'Credit Suisse AG - VelocityShares VIX Medium Term ETN', 'G', 'N', 'N', '100.0']\n",
      "['VIMC', 'Vimicro International Corporation', 'Vimicro International Corporation - American depositary shares, each representing four ordinary shares', 'G', 'N', 'N', '100.0']\n",
      "['VIP', 'VimpelCom Ltd.', 'VimpelCom Ltd. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['VIRC', 'Virco Manufacturing Corporation', 'Virco Manufacturing Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['VISN', 'VisionChina Media, Inc.', 'VisionChina Media, Inc. - American Depositary Shares, each representing one Common Share', 'Q', 'N', 'N', '100.0']\n",
      "['VIVO', 'Meridian Bioscience Inc.', 'Meridian Bioscience Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VLCCF', 'Knightsbridge Shipping Limited', 'Knightsbridge Shipping Limited - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VLGEA', 'Village Super Market, Inc.', 'Village Super Market, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VLTC', 'Voltari Corporation', 'Voltari Corporation - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['VLYWW', 'Valley National Bancorp', 'Valley National Bancorp - Warrants 07/01/2015', 'S', 'N', 'N', '100.0']\n",
      "['VMBS', 'Vanguard Mortgage', 'Vanguard Mortgage-Backed Securities ETF', 'G', 'N', 'N', '100.0']\n",
      "['VNDA', 'Vanda Pharmaceuticals Inc.', 'Vanda Pharmaceuticals Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['VNET', '21Vianet Group, Inc.', '21Vianet Group, Inc. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['VNOM', 'Viper Energy Partners LP', 'Viper Energy Partners LP - Common Unit', 'Q', 'N', 'N', '100.0']\n",
      "['VNQI', 'Vanguard Global ex', 'Vanguard Global ex-U.S. Real Estate ETF', 'G', 'N', 'N', '100.0']\n",
      "['VNR', 'Vanguard Natural Resources LLC', 'Vanguard Natural Resources LLC - Common Units', 'Q', 'N', 'N', '100.0']\n",
      "['VNRAP', 'Vanguard Natural Resources LLC', 'Vanguard Natural Resources LLC - 7.875% Series A Cumulative Redeemable Perpetual Preferred Unit', 'Q', 'N', 'N', '100.0']\n",
      "['VNRBP', 'Vanguard Natural Resources LLC', 'Vanguard Natural Resources LLC - 7.625% Series B Cumulative Redeemable Perpetual Preferred Unit', 'Q', 'N', 'N', '100.0']\n",
      "['VNRCP', 'Vanguard Natural Resources LLC', 'Vanguard Natural Resources LLC - 7.75% Series C Cumulative Redeemable Perpetual Preferred Unit', 'Q', 'N', 'N', '100.0']\n",
      "['VOD', 'Vodafone Group Plc', 'Vodafone Group Plc - American Depositary Shares each representing ten Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['VOLC', 'Volcano Corporation', 'Volcano Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VONE', 'Vanguard Russell 1000 ETF', 'Vanguard Russell 1000 ETF', 'G', 'N', 'N', '100.0']\n",
      "['VONG', 'Vanguard Russell 1000 Growth ETF', 'Vanguard Russell 1000 Growth ETF', 'G', 'N', 'N', '100.0']\n",
      "['VONV', 'Vanguard Russell 1000 Value ETF', 'Vanguard Russell 1000 Value ETF', 'G', 'N', 'N', '100.0']\n",
      "['VOXX', 'VOXX International Corporation', 'VOXX International Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VPCO', 'Vapor Corp.', 'Vapor Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['VRA', 'Vera Bradley, Inc.', 'Vera Bradley, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VRML', 'Vermillion, Inc.', 'Vermillion, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['VRNG', 'Vringo, Inc.', 'Vringo, Inc. - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['VRNGW', 'Vringo, Inc.', 'Vringo, Inc. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['VRNS', 'Varonis Systems, Inc.', 'Varonis Systems, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VRNT', 'Verint Systems Inc.', 'Verint Systems Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VRSK', 'Verisk Analytics, Inc.', 'Verisk Analytics, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VRSN', 'VeriSign, Inc.', 'VeriSign, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VRTA', 'Vestin Realty Mortgage I, Inc.', 'Vestin Realty Mortgage I, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['VRTB', 'Vestin Realty Mortgage II, Inc.', 'Vestin Realty Mortgage II, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VRTS', 'Virtus Investment Partners, Inc.', 'Virtus Investment Partners, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VRTU', 'Virtusa Corporation', 'Virtusa Corporation - common stock', 'Q', 'N', 'N', '100.0']\n",
      "['VRTX', 'Vertex Pharmaceuticals Incorporated', 'Vertex Pharmaceuticals Incorporated - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VSAR', 'Versartis, Inc.', 'Versartis, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VSAT', 'ViaSat, Inc.', 'ViaSat, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VSCI', 'Vision', 'Vision-Sciences, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['VSCP', 'VirtualScopics, Inc.', 'VirtualScopics, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['VSEC', 'VSE Corporation', 'VSE Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VSTM', 'Verastem, Inc.', 'Verastem, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['VTAE', 'Vitae Pharmaceuticals, Inc.', 'Vitae Pharmaceuticals, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['VTHR', 'Vanguard Russell 3000 ETF', 'Vanguard Russell 3000 ETF', 'G', 'N', 'N', '100.0']\n",
      "['VTIP', 'Vanguard Short', 'Vanguard Short-Term Inflation-Protected Securities Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['VTL', 'Vital Therapies, Inc.', 'Vital Therapies, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VTNR', 'Vertex Energy, Inc', 'Vertex Energy, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['VTSS', 'Vitesse Semiconductor Corporation', 'Vitesse Semiconductor Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['VTWG', 'Vanguard Russell 2000 Growth ETF', 'Vanguard Russell 2000 Growth ETF', 'G', 'N', 'N', '100.0']\n",
      "['VTWO', 'Vanguard Russell 2000 ETF', 'Vanguard Russell 2000 ETF', 'G', 'N', 'N', '100.0']\n",
      "['VTWV', 'Vanguard Russell 2000 Value ETF', 'Vanguard Russell 2000 Value ETF', 'G', 'N', 'N', '100.0']\n",
      "['VUSE', 'Vident Core US Equity ETF', 'Vident Core US Equity ETF', 'G', 'N', 'N', '100.0']\n",
      "['VVUS', 'VIVUS, Inc.', 'VIVUS, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VWOB', 'Vanguard Emerging Markets Government Bond ETF', 'Vanguard Emerging Markets Government Bond ETF', 'G', 'N', 'N', '100.0']\n",
      "['VWR', 'VWR Corporation', 'VWR Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['VXUS', 'Vanguard Total International Stock ETF', 'Vanguard Total International Stock ETF', 'G', 'N', 'N', '100.0']\n",
      "['VYFC', 'Valley Financial Corporation', 'Valley Financial Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WABC', 'Westamerica Bancorporation', 'Westamerica Bancorporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WAFD', 'Washington Federal, Inc.', 'Washington Federal, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WAFDW', 'Washington Federal, Inc.', 'Washington Federal, Inc. - Warrants 11/14/2018', 'Q', 'N', 'N', '100.0']\n",
      "['WASH', 'Washington Trust Bancorp, Inc.', 'Washington Trust Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WATT', 'Energous Corporation', 'Energous Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WAVX', 'Wave Systems Corp.', 'Wave Systems Corp. - Class A Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WAYN', 'Wayne Savings Bancshares Inc.', 'Wayne Savings Bancshares Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['WB', 'Weibo Corporation', 'Weibo Corporation - American Depositary Share', 'Q', 'N', 'N', '100.0']\n",
      "['WBA', 'Walgreens Boots Alliance, Inc.', 'Walgreens Boots Alliance, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WBB', 'Westbury Bancorp, Inc.', 'Westbury Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WBKC', 'Wolverine Bancorp, Inc.', 'Wolverine Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WBMD', 'WebMD Health Corp', 'WebMD Health Corp - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WDC', 'Western Digital Corporation', 'Western Digital Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WDFC', 'WD', 'WD-40 Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WEBK', 'Wellesley Bancorp, Inc.', 'Wellesley Bancorp, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WEN', \"Wendy's Company (The)\", \"Wendy's Company (The) - Common Stock\", 'Q', 'N', 'N', '100.0']\n",
      "['WERN', 'Werner Enterprises, Inc.', 'Werner Enterprises, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WETF', 'WisdomTree Investments, Inc.', 'WisdomTree Investments, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WEYS', 'Weyco Group, Inc.', 'Weyco Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WFBI', 'WashingtonFirst Bankshares Inc', 'WashingtonFirst Bankshares Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WFD', 'Westfield Financial, Inc.', 'Westfield Financial, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WFM', 'Whole Foods Market, Inc.', 'Whole Foods Market, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WGBS', 'WaferGen Bio', 'WaferGen Bio-systems, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WHF', 'WhiteHorse Finance, Inc.', 'WhiteHorse Finance, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WHFBL', 'WhiteHorse Finance, Inc.', 'WhiteHorse Finance, Inc. - 6.50% Senior Notes due 2020', 'Q', 'N', 'N', '100.0']\n",
      "['WHLM', 'Wilhelmina International, Inc.', 'Wilhelmina International, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WHLR', 'Wheeler Real Estate Investment Trust, Inc.', 'Wheeler Real Estate Investment Trust, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WHLRP', 'Wheeler Real Estate Investment Trust, Inc.', 'Wheeler Real Estate Investment Trust, Inc. - Preferred Stock', 'S', 'N', 'N', '100.0']\n",
      "['WHLRW', 'Wheeler Real Estate Investment Trust, Inc.', 'Wheeler Real Estate Investment Trust, Inc. - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['WIBC', 'Wilshire Bancorp, Inc.', 'Wilshire Bancorp, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WIFI', 'Boingo Wireless, Inc.', 'Boingo Wireless, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WILC', 'G. Willi', 'G. Willi-Food International,  Ltd. - Ordinary Shares', 'S', 'N', 'N', '100.0']\n",
      "['WILN', 'Wi', 'Wi-LAN Inc - Common Shares', 'Q', 'N', 'N', '100.0']\n",
      "['WIN', 'Windstream Holdings, Inc.', 'Windstream Holdings, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WINA', 'Winmark Corporation', 'Winmark Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['WIRE', 'Encore Wire Corporation', 'Encore Wire Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WIX', 'Wix.com Ltd.', 'Wix.com Ltd. - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['WLB', 'Westmoreland Coal Company', 'Westmoreland Coal Company - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['WLBPZ', 'Westmoreland Coal Company', 'Westmoreland Coal Company - Depositary Shares, rep. 1/4 of a share of Ser. A Preferred Stock', 'G', 'N', 'N', '100.0']\n",
      "['WLDN', 'Willdan Group, Inc.', 'Willdan Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['WLFC', 'Willis Lease Finance Corporation', 'Willis Lease Finance Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['WLRH', 'WL Ross Holding Corp.', 'WL Ross Holding Corp. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WLRHU', 'WL Ross Holding Corp.', 'WL Ross Holding Corp. - Unit', 'S', 'N', 'N', '100.0']\n",
      "['WLRHW', 'WL Ross Holding Corp.', 'WL Ross Holding Corp. - Warrant', 'S', 'N', 'N', '100.0']\n",
      "['WMAR', 'West Marine, Inc.', 'West Marine, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WMGI', 'Wright Medical Group, Inc.', 'Wright Medical Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WMGIZ', 'Wright Medical Group, Inc.', 'Wright Medical Group, Inc. - Contingent Value Right', 'G', 'N', 'N', '100.0']\n",
      "['WOOD', 'iShares S&P Global Timber & Forestry Index Fund', 'iShares S&P Global Timber & Forestry Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['WOOF', 'VCA Inc.', 'VCA Inc.  - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WPCS', 'WPCS International Incorporated', 'WPCS International Incorporated - Common Stock', 'S', 'N', 'D', '100.0']\n",
      "['WPPGY', 'WPP plc', 'WPP plc - American Depositary Shares each representing five Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['WPRT', 'Westport Innovations Inc', 'Westport Innovations Inc - Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['WRES', 'Warren Resources, Inc.', 'Warren Resources, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WRLD', 'World Acceptance Corporation', 'World Acceptance Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WSBC', 'WesBanco, Inc.', 'WesBanco, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WSBF', 'Waterstone Financial, Inc.', 'Waterstone Financial, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WSCI', 'WSI Industries Inc.', 'WSI Industries Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WSFS', 'WSFS Financial Corporation', 'WSFS Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WSFSL', 'WSFS Financial Corporation', 'WSFS Financial Corporation - 6.25% Senior Notes Due 2019', 'Q', 'N', 'N', '100.0']\n",
      "['WSTC', 'West Corporation', 'West Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WSTG', 'Wayside Technology Group, Inc.', 'Wayside Technology Group, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['WSTL', 'Westell Technologies, Inc.', 'Westell Technologies, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WTBA', 'West Bancorporation', 'West Bancorporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WTFC', 'Wintrust Financial Corporation', 'Wintrust Financial Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WTFCW', 'Wintrust Financial Corporation', 'Wintrust Financial Corporation - Warrants', 'Q', 'N', 'N', '100.0']\n",
      "['WTSL', 'The Wet Seal, Inc.', 'The Wet Seal, Inc. - Class A Common Stock', 'Q', 'N', 'D', '100.0']\n",
      "['WVFC', 'WVS Financial Corp.', 'WVS Financial Corp. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['WVVI', 'Willamette Valley Vineyards, Inc.', 'Willamette Valley Vineyards, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['WWD', 'Woodward, Inc.', 'Woodward, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WWWW', 'Web.com Group, Inc.', 'Web.com Group, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['WYNN', 'Wynn Resorts, Limited', 'Wynn Resorts, Limited - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['XBKS', 'Xenith Bankshares, Inc.', 'Xenith Bankshares, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['XCRA', 'Xcerra Corporation', 'Xcerra Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['XENE', 'Xenon Pharmaceuticals Inc.', 'Xenon Pharmaceuticals Inc. - Common Shares', 'G', 'N', 'N', '100.0']\n",
      "['XENT', 'Intersect ENT, Inc.', 'Intersect ENT, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['XGTI', 'XG Technology, Inc', 'XG Technology, Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['XGTIW', 'XG Technology, Inc', 'XG Technology, Inc - Warrants', 'S', 'N', 'N', '100.0']\n",
      "['XIV', 'Credit Suisse AG', 'Credit Suisse AG - VelocityShares Daily Inverse VIX Short Term ETN', 'G', 'N', 'N', '100.0']\n",
      "['XLNX', 'Xilinx, Inc.', 'Xilinx, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['XLRN', 'Acceleron Pharma Inc.', 'Acceleron Pharma Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['XNCR', 'Xencor, Inc.', 'Xencor, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['XNET', 'Xunlei Limited', 'Xunlei Limited - American Depositary Receipts', 'Q', 'N', 'N', '100.0']\n",
      "['XNPT', 'XenoPort, Inc.', 'XenoPort, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['XOMA', 'XOMA Corporation', 'XOMA Corporation - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['XONE', 'The ExOne Company', 'The ExOne Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['XOOM', 'Xoom Corporation', 'Xoom Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['XPLR', 'Xplore Technologies Corp', 'Xplore Technologies Corp - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['XRAY', 'DENTSPLY International Inc.', 'DENTSPLY International Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['XTLB', 'XTL Biopharmaceuticals Ltd.', 'XTL Biopharmaceuticals Ltd. - American Depositary Shares', 'S', 'N', 'N', '100.0']\n",
      "['XXIA', 'Ixia', 'Ixia - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['YDIV', 'First Trust International Multi', 'First Trust International Multi-Asset Diversified Income Index Fund', 'G', 'N', 'N', '100.0']\n",
      "['YDLE', 'Yodlee, Inc.', 'Yodlee, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['YHOO', 'Yahoo! Inc.', 'Yahoo! Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['YNDX', 'Yandex N.V.', 'Yandex N.V. - Class A Ordinary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['YOD', 'You On Demand Holdings, Inc.', 'You On Demand Holdings, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['YORW', 'The York Water Company', 'The York Water Company - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['YPRO', 'AdvisorShares YieldPro ETF', 'AdvisorShares YieldPro ETF', 'G', 'N', 'N', '100.0']\n",
      "['YRCW', 'YRC Worldwide, Inc.', 'YRC Worldwide, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['YY', 'YY Inc.', 'YY Inc. - American Depositary Shares', 'Q', 'N', 'N', '100.0']\n",
      "['Z', 'Zillow, Inc.', 'Zillow, Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ZAGG', 'ZAGG Inc', 'ZAGG Inc - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ZAZA', 'ZaZa Energy Corporation', 'ZaZa Energy Corporation - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ZBRA', 'Zebra Technologies Corporation', 'Zebra Technologies Corporation - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ZEUS', 'Olympic Steel, Inc.', 'Olympic Steel, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ZFGN', 'Zafgen, Inc.', 'Zafgen, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ZGNX', 'Zogenix, Inc.', 'Zogenix, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ZHNE', 'Zhone Technologies, Inc.', 'Zhone Technologies, Inc. - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ZINC', 'Horsehead Holding Corp.', 'Horsehead Holding Corp. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ZION', 'Zions Bancorporation', 'Zions Bancorporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ZIONW', 'Zions Bancorporation', 'Zions Bancorporation - Warrants 05/21/2020', 'Q', 'N', 'N', '100.0']\n",
      "['ZIONZ', 'Zions Bancorporation', 'Zions Bancorporation - Warrants', 'Q', 'N', 'N', '100.0']\n",
      "['ZIOP', 'ZIOPHARM Oncology Inc', 'ZIOPHARM Oncology Inc - Common Stock', 'S', 'N', 'N', '100.0']\n",
      "['ZIV', 'Credit Suisse AG', 'Credit Suisse AG - VelocityShares Daily Inverse VIX Medium Term ETN', 'G', 'N', 'N', '100.0']\n",
      "['ZIXI', 'Zix Corporation', 'Zix Corporation - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ZLTQ', 'ZELTIQ Aesthetics, Inc.', 'ZELTIQ Aesthetics, Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ZN', 'Zion Oil & Gas Inc', 'Zion Oil & Gas Inc - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ZNGA', 'Zynga Inc.', 'Zynga Inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ZSPH', 'ZS Pharma, Inc.', 'ZS Pharma, Inc. - Common Stock', 'G', 'N', 'N', '100.0']\n",
      "['ZU', 'zulily, inc.', 'zulily, inc. - Class A Common Stock', 'Q', 'N', 'N', '100.0']\n",
      "['ZUMZ', 'Zumiez Inc.', 'Zumiez Inc. - Common Stock', 'Q', 'N', 'N', '100.0']\n"
     ]
    }
   ],
   "source": [
    "with open(nasdaq) as f:\n",
    "    reader = csv.reader(f)\n",
    "    for row in reader:\n",
    "        print(row)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T09:57:28.439214400Z",
     "start_time": "2023-11-02T09:57:28.389185300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "outputs": [],
   "source": [
    "def parse_nasdaq(f_name):\n",
    "    result = []\n",
    "\n",
    "    with open(f_name) as f:\n",
    "        reader = csv.reader(f)\n",
    "        headers = next(reader)\n",
    "        result.append(headers)\n",
    "        for row in reader:\n",
    "            row[-1] = float(row[-1])\n",
    "            result.append(row)\n",
    "    return result\n",
    "\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:03:15.326074600Z",
     "start_time": "2023-11-02T10:03:15.303351100Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "outputs": [
    {
     "data": {
      "text/plain": "[['Symbol',\n  'Company Name',\n  'Security Name',\n  'Market Category',\n  'Test Issue',\n  'Financial Status',\n  'Round Lot Size'],\n ['AAIT',\n  'iShares MSCI All Country Asia Information Technology Index Fund',\n  'iShares MSCI All Country Asia Information Technology Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AAL',\n  'American Airlines Group, Inc.',\n  'American Airlines Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AAME',\n  'Atlantic American Corporation',\n  'Atlantic American Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AAOI',\n  'Applied Optoelectronics, Inc.',\n  'Applied Optoelectronics, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AAON', 'AAON, Inc.', 'AAON, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['AAPL', 'Apple Inc.', 'Apple Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['AAVL',\n  'Avalanche Biotechnologies, Inc.',\n  'Avalanche Biotechnologies, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AAWW',\n  'Atlas Air Worldwide Holdings',\n  'Atlas Air Worldwide Holdings - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AAXJ',\n  'iShares MSCI All Country Asia ex Japan Index Fund',\n  'iShares MSCI All Country Asia ex Japan Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ABAC',\n  'Aoxin Tianli Group, Inc.',\n  'Aoxin Tianli Group, Inc. - Common Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ABAX', 'ABAXIS, Inc.', 'ABAXIS, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['ABCB',\n  'Ameris Bancorp',\n  'Ameris Bancorp - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ABCD',\n  'Cambium Learning Group, Inc.',\n  'Cambium Learning Group, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ABCO',\n  'The Advisory Board Company',\n  'The Advisory Board Company - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ABCW',\n  'Anchor BanCorp Wisconsin Inc.',\n  'Anchor BanCorp Wisconsin Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ABDC',\n  'Alcentra Capital Corp.',\n  'Alcentra Capital Corp. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ABGB',\n  'Abengoa, S.A.',\n  'Abengoa, S.A. - American Depositary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ABIO',\n  'ARCA biopharma, Inc.',\n  'ARCA biopharma, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ABMD',\n  'ABIOMED, Inc.',\n  'ABIOMED, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ABTL',\n  'Autobytel Inc.',\n  'Autobytel Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ABY',\n  'Abengoa Yield plc',\n  'Abengoa Yield plc - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACAD',\n  'ACADIA Pharmaceuticals Inc.',\n  'ACADIA Pharmaceuticals Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACAS',\n  'American Capital, Ltd.',\n  'American Capital, Ltd. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACAT',\n  'Arctic Cat Inc.',\n  'Arctic Cat Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACET',\n  'Aceto Corporation',\n  'Aceto Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACFC',\n  'Atlantic Coast Financial Corporation',\n  'Atlantic Coast Financial Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ACFN',\n  'Acorn Energy, Inc.',\n  'Acorn Energy, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ACGL',\n  'Arch Capital Group Ltd.',\n  'Arch Capital Group Ltd. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACHC',\n  'Acadia Healthcare Company, Inc.',\n  'Acadia Healthcare Company, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACHN',\n  'Achillion Pharmaceuticals, Inc.',\n  'Achillion Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACIW',\n  'ACI Worldwide, Inc.',\n  'ACI Worldwide, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACLS',\n  'Axcelis Technologies, Inc.',\n  'Axcelis Technologies, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACNB',\n  'ACNB Corporation',\n  'ACNB Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ACOR',\n  'Acorda Therapeutics, Inc.',\n  'Acorda Therapeutics, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACPW',\n  'Active Power, Inc.',\n  'Active Power, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ACRX',\n  'AcelRx Pharmaceuticals, Inc.',\n  'AcelRx Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ACSF',\n  'American Capital Senior Floating, Ltd.',\n  'American Capital Senior Floating, Ltd. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACST',\n  'Acasti Pharma, Inc.',\n  'Acasti Pharma, Inc. - Class A Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['ACTA',\n  'Actua Corporation',\n  'Actua Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACTG',\n  'Acacia Research Corporation',\n  'Acacia Research Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACTS',\n  'Actions Semiconductor Co., Ltd.',\n  'Actions Semiconductor Co., Ltd. - American Depositary Shares, each representing Six Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ACUR',\n  'Acura Pharmaceuticals, Inc.',\n  'Acura Pharmaceuticals, Inc. - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['ACWI',\n  'iShares MSCI ACWI Index Fund',\n  'iShares MSCI ACWI Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ACWX',\n  'iShares MSCI ACWI ex US Index Fund',\n  'iShares MSCI ACWI ex US Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ACXM',\n  'Acxiom Corporation',\n  'Acxiom Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ADAT',\n  'Authentidate Holding Corp.',\n  'Authentidate Holding Corp. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ADBE',\n  'Adobe Systems Incorporated',\n  'Adobe Systems Incorporated - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ADEP',\n  'Adept Technology, Inc.',\n  'Adept Technology, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ADES',\n  'Advanced Emissions Solutions, Inc.',\n  'Advanced Emissions Solutions, Inc. - Common Stock',\n  'S',\n  'N',\n  'E',\n  100.0],\n ['ADHD',\n  'Alcobra Ltd.',\n  'Alcobra Ltd. - Ordinary Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ADI',\n  'Analog Devices, Inc.',\n  'Analog Devices, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ADMA',\n  'ADMA Biologics Inc',\n  'ADMA Biologics Inc - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ADMP',\n  'Adamis Pharmaceuticals Corporation',\n  'Adamis Pharmaceuticals Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ADMS',\n  'Adamas Pharmaceuticals, Inc.',\n  'Adamas Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ADNC',\n  'Audience, Inc.',\n  'Audience, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ADP',\n  'Automatic Data Processing, Inc.',\n  'Automatic Data Processing, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ADRA',\n  'BLDRS Asia 50 ADR Index Fund',\n  'BLDRS Asia 50 ADR Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ADRD',\n  'BLDRS Developed Markets 100 ADR Index Fund',\n  'BLDRS Developed Markets 100 ADR Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ADRE',\n  'BLDRS Emerging Markets 50 ADR Index Fund',\n  'BLDRS Emerging Markets 50 ADR Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ADRU',\n  'BLDRS Europe 100 ADR Index Fund',\n  'BLDRS Europe 100 ADR Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ADSK',\n  'Autodesk, Inc.',\n  'Autodesk, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ADTN', 'ADTRAN, Inc.', 'ADTRAN, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['ADUS',\n  'Addus HomeCare Corporation',\n  'Addus HomeCare Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ADVS',\n  'Advent Software, Inc.',\n  'Advent Software, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ADXS',\n  'Advaxis, Inc.',\n  'Advaxis, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ADXSW', 'Advaxis, Inc.', 'Advaxis, Inc. - Warrants', 'S', 'N', 'N', 100.0],\n ['AEGN',\n  'Aegion Corp',\n  'Aegion Corp - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AEGR',\n  'Aegerion Pharmaceuticals, Inc.',\n  'Aegerion Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AEHR',\n  'Aehr Test Systems',\n  'Aehr Test Systems - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AEIS',\n  'Advanced Energy Industries, Inc.',\n  'Advanced Energy Industries, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AEPI',\n  'AEP Industries Inc.',\n  'AEP Industries Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AERI',\n  'Aerie Pharmaceuticals, Inc.',\n  'Aerie Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AETI',\n  'American Electric Technologies, Inc.',\n  'American Electric Technologies, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AEY',\n  'ADDvantage Technologies Group, Inc.',\n  'ADDvantage Technologies Group, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AEZS',\n  'AEterna Zentaris Inc.',\n  'AEterna Zentaris Inc. - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['AFAM',\n  'Almost Family Inc',\n  'Almost Family Inc - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AFCB',\n  'Athens Bancshares Corporation',\n  'Athens Bancshares Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AFFX',\n  'Affymetrix, Inc.',\n  'Affymetrix, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AFH',\n  'Atlas Financial Holdings, Inc.',\n  'Atlas Financial Holdings, Inc. - Ordinary Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AFMD', 'Affimed N.V.', 'Affimed N.V. - Common Stock', 'G', 'N', 'N', 100.0],\n ['AFOP',\n  'Alliance Fiber Optic Products, Inc.',\n  'Alliance Fiber Optic Products, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AFSI',\n  'AmTrust Financial Services, Inc.',\n  'AmTrust Financial Services, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AGEN', 'Agenus Inc.', 'Agenus Inc. - Common Stock', 'S', 'N', 'N', 100.0],\n ['AGII',\n  'Argo Group International Holdings, Ltd.',\n  'Argo Group International Holdings, Ltd. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AGIIL',\n  'Argo Group International Holdings, Ltd.',\n  'Argo Group International Holdings, Ltd. - 6.5% Senior Notes Due 2042',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AGIO',\n  'Agios Pharmaceuticals, Inc.',\n  'Agios Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AGNC',\n  'American Capital Agency Corp.',\n  'American Capital Agency Corp. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AGNCB',\n  'American Capital Agency Corp.',\n  'American Capital Agency Corp. - Depositary Shares representing 1/1000th Series B Preferred Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AGNCP',\n  'American Capital Agency Corp.',\n  'American Capital Agency Corp. - Cumulative Preferred Series A',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AGND',\n  'WisdomTree Barclays U.S. Aggregate Bond Negative Duration Fund',\n  'WisdomTree Barclays U.S. Aggregate Bond Negative Duration Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AGRX',\n  'Agile Therapeutics, Inc.',\n  'Agile Therapeutics, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AGTC',\n  'Applied Genetic Technologies Corporation',\n  'Applied Genetic Technologies Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AGYS',\n  'Agilysys, Inc.',\n  'Agilysys, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AGZD',\n  'WisdomTree Barclays U.S. Aggregate Bond Zero Duration Fund',\n  'WisdomTree Barclays U.S. Aggregate Bond Zero Duration Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AHGP',\n  'Alliance Holdings GP, L.P.',\n  'Alliance Holdings GP, L.P. - Common Units Representing Limited Partner Interests',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AHPI',\n  'Allied Healthcare Products, Inc.',\n  'Allied Healthcare Products, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AIMC',\n  'Altra Industrial Motion Corp.',\n  'Altra Industrial Motion Corp. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AINV',\n  'Apollo Investment Corporation',\n  'Apollo Investment Corporation - Closed End Fund',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AIQ',\n  'Alliance HealthCare Services, Inc.',\n  'Alliance HealthCare Services, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AIRM',\n  'Air Methods Corporation',\n  'Air Methods Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AIRR',\n  'First Trust RBA American Industrial Renaissance ETF',\n  'First Trust RBA American Industrial Renaissance ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AIRT', 'Air T, Inc.', 'Air T, Inc. - Common Stock', 'S', 'N', 'N', 100.0],\n ['AIXG',\n  'Aixtron SE',\n  'Aixtron SE - American Depositary Shares, each representing one Ordinary Share',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AKAM',\n  'Akamai Technologies, Inc.',\n  'Akamai Technologies, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AKAO',\n  'Achaogen, Inc.',\n  'Achaogen, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AKBA',\n  'Akebia Therapeutics, Inc.',\n  'Akebia Therapeutics, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AKER',\n  'Akers Biosciences Inc',\n  'Akers Biosciences Inc - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AKRX', 'Akorn, Inc.', 'Akorn, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['ALCO', 'Alico, Inc.', 'Alico, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['ALDR',\n  'Alder BioPharmaceuticals, Inc.',\n  'Alder BioPharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ALDX',\n  'Aldeyra Therapeutics, Inc.',\n  'Aldeyra Therapeutics, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ALGN',\n  'Align Technology, Inc.',\n  'Align Technology, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ALGT',\n  'Allegiant Travel Company',\n  'Allegiant Travel Company - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ALIM',\n  'Alimera Sciences, Inc.',\n  'Alimera Sciences, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ALKS',\n  'Alkermes plc',\n  'Alkermes plc - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ALLB',\n  'Alliance Bancorp, Inc. of Pennsylvania',\n  'Alliance Bancorp, Inc. of Pennsylvania - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ALLT',\n  'Allot Communications Ltd.',\n  'Allot Communications Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ALNY',\n  'Alnylam Pharmaceuticals, Inc.',\n  'Alnylam Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ALOG',\n  'Analogic Corporation',\n  'Analogic Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ALOT', 'Astro', 'Astro-Med, Inc. - Common Stock', 'G', 'N', 'N', 100.0],\n ['ALQA',\n  'Alliqua, Inc.',\n  'Alliqua, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ALSK',\n  'Alaska Communications Systems Group, Inc.',\n  'Alaska Communications Systems Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ALTR',\n  'Altera Corporation',\n  'Altera Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ALXA',\n  'Alexza Pharmaceuticals, Inc.',\n  'Alexza Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'D',\n  100.0],\n ['ALXN',\n  'Alexion Pharmaceuticals, Inc.',\n  'Alexion Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMAG',\n  'AMAG Pharmaceuticals, Inc.',\n  'AMAG Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMAT',\n  'Applied Materials, Inc.',\n  'Applied Materials, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMBA',\n  'Ambarella, Inc.',\n  'Ambarella, Inc. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMBC',\n  'Ambac Financial Group, Inc.',\n  'Ambac Financial Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMBCW',\n  'Ambac Financial Group, Inc.',\n  'Ambac Financial Group, Inc. - Warrants',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMCC',\n  'Applied Micro Circuits Corporation',\n  'Applied Micro Circuits Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMCF',\n  'Andatee China Marine Fuel Services Corporation',\n  'Andatee China Marine Fuel Services Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AMCN',\n  'AirMedia Group Inc',\n  'AirMedia Group Inc - American Depositary Shares, each representing two ordinary shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMCX',\n  'AMC Networks Inc.',\n  'AMC Networks Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMD',\n  'Advanced Micro Devices, Inc.',\n  'Advanced Micro Devices, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AMDA',\n  'Amedica Corporation',\n  'Amedica Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AMED', 'Amedisys Inc', 'Amedisys Inc - Common Stock', 'Q', 'N', 'N', 100.0],\n ['AMGN', 'Amgen Inc.', 'Amgen Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['AMIC',\n  'American Independence Corp.',\n  'American Independence Corp. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AMKR',\n  'Amkor Technology, Inc.',\n  'Amkor Technology, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMNB',\n  'American National Bankshares, Inc.',\n  'American National Bankshares, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMOT',\n  'Allied Motion Technologies, Inc.',\n  'Allied Motion Technologies, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AMOV',\n  'America Movil, S.A.B. de C.V.',\n  'America Movil, S.A.B. de C.V. - American Depositary Shares, each representing 20 A Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMPH',\n  'Amphastar Pharmaceuticals, Inc.',\n  'Amphastar Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMRB',\n  'American River Bankshares',\n  'American River Bankshares - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMRI',\n  'Albany Molecular Research, Inc.',\n  'Albany Molecular Research, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMRK',\n  'A',\n  'A-Mark Precious Metals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMRN',\n  'Amarin Corporation plc',\n  'Amarin Corporation plc - American Depositary Shares, each representing one Ordinary Share',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AMRS', 'Amyris, Inc.', 'Amyris, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['AMSC',\n  'American Superconductor Corporation',\n  'American Superconductor Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMSF',\n  'AMERISAFE, Inc.',\n  'AMERISAFE, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMSG', 'Amsurg Corp.', 'Amsurg Corp. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['AMSGP',\n  'Amsurg Corp.',\n  'Amsurg Corp. - 5.250% Mandatory Convertible Preferred Stock, Series A-1',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMSWA',\n  'American Software, Inc.',\n  'American Software, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMTX', 'Aemetis, Inc', 'Aemetis, Inc - Common Stock', 'G', 'N', 'N', 100.0],\n ['AMWD',\n  'American Woodmark Corporation',\n  'American Woodmark Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AMZN',\n  'Amazon.com, Inc.',\n  'Amazon.com, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ANAC',\n  'Anacor Pharmaceuticals, Inc.',\n  'Anacor Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ANAD',\n  'ANADIGICS, Inc.',\n  'ANADIGICS, Inc. - Common Stock',\n  'Q',\n  'N',\n  'D',\n  100.0],\n ['ANAT',\n  'American National Insurance Company',\n  'American National Insurance Company - Common Stock',\n  'Q',\n  'N',\n  'D',\n  100.0],\n ['ANCB',\n  'Anchor Bancorp',\n  'Anchor Bancorp - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ANCI',\n  'American Caresource Holdings Inc',\n  'American Caresource Holdings Inc - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['ANCX',\n  'Access National Corporation',\n  'Access National Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ANDE',\n  'The Andersons, Inc.',\n  'The Andersons, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ANGI',\n  \"Angie's List, Inc.\",\n  \"Angie's List, Inc. - Common Stock\",\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ANGO',\n  'AngioDynamics, Inc.',\n  'AngioDynamics, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ANIK',\n  'Anika Therapeutics Inc.',\n  'Anika Therapeutics Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ANIP',\n  'ANI Pharmaceuticals, Inc.',\n  'ANI Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ANSS', 'ANSYS, Inc.', 'ANSYS, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['ANTH',\n  'Anthera Pharmaceuticals, Inc.',\n  'Anthera Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'D',\n  100.0],\n ['ANY',\n  'Sphere 3D Corp',\n  'Sphere 3D Corp - Common Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AOSL',\n  'Alpha and Omega Semiconductor Limited',\n  'Alpha and Omega Semiconductor Limited - Common Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['APAGF',\n  'Apco Oil and Gas International Inc.',\n  'Apco Oil and Gas International Inc. - Ordinary Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['APDN',\n  'Applied DNA Sciences Inc',\n  'Applied DNA Sciences Inc - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['APDNW',\n  'Applied DNA Sciences Inc',\n  'Applied DNA Sciences Inc - Warrant',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['APEI',\n  'American Public Education, Inc.',\n  'American Public Education, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['APOG',\n  'Apogee Enterprises, Inc.',\n  'Apogee Enterprises, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['APOL',\n  'Apollo Education Group, Inc.',\n  'Apollo Education Group, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['APPY',\n  'Venaxis, Inc.',\n  'Venaxis, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['APRI',\n  'Apricus Biosciences, Inc',\n  'Apricus Biosciences, Inc - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['APSA',\n  'Alto Palermo S.A.',\n  'Alto Palermo S.A. - American Depository Shares, each representing forty shares of Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['APTO',\n  'Aptose Biosciences, Inc.',\n  'Aptose Biosciences, Inc. - Common Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['APWC',\n  'Asia Pacific Wire & Cable Corporation Limited',\n  'Asia Pacific Wire & Cable Corporation Limited - Common shares, Par value .01 per share',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AQXP',\n  'Aquinox Pharmaceuticals, Inc.',\n  'Aquinox Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ARAY',\n  'Accuray Incorporated',\n  'Accuray Incorporated - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ARCB',\n  'ArcBest Corporation',\n  'ArcBest Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ARCC',\n  'Ares Capital Corporation',\n  'Ares Capital Corporation - Closed End Fund',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ARCI',\n  'Appliance Recycling Centers of America, Inc.',\n  'Appliance Recycling Centers of America, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ARCP',\n  'American Realty Capital Properties, Inc.',\n  'American Realty Capital Properties, Inc. - Common Stock',\n  'Q',\n  'N',\n  'E',\n  100.0],\n ['ARCPP',\n  'American Realty Capital Properties, Inc.',\n  'American Realty Capital Properties, Inc. - 6.70% Series F Cumulative Redeemable Preferred Stock',\n  'Q',\n  'N',\n  'E',\n  100.0],\n ['ARCW',\n  'ARC Group Worldwide, Inc.',\n  'ARC Group Worldwide, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ARDM',\n  'Aradigm Corporation',\n  'Aradigm Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ARDX',\n  'Ardelyx, Inc.',\n  'Ardelyx, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AREX',\n  'Approach Resources Inc.',\n  'Approach Resources Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ARGS',\n  'Argos Therapeutics, Inc.',\n  'Argos Therapeutics, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ARIA',\n  'ARIAD Pharmaceuticals, Inc.',\n  'ARIAD Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ARII',\n  'American Railcar Industries, Inc.',\n  'American Railcar Industries, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ARIS',\n  'ARI Network Services, Inc.',\n  'ARI Network Services, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ARKR',\n  'Ark Restaurants Corp.',\n  'Ark Restaurants Corp. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ARLP',\n  'Alliance Resource Partners, L.P.',\n  'Alliance Resource Partners, L.P. - Common Units Representing Limited Partnership Interests',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ARMH',\n  'ARM Holdings plc',\n  'ARM Holdings plc - American Depositary Shares each representing 3 Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ARNA',\n  'Arena Pharmaceuticals, Inc.',\n  'Arena Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AROW',\n  'Arrow Financial Corporation',\n  'Arrow Financial Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ARQL', 'ArQule, Inc.', 'ArQule, Inc. - Common Stock', 'G', 'N', 'N', 100.0],\n ['ARRS',\n  'ARRIS Group, Inc.',\n  'ARRIS Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ARRY',\n  'Array BioPharma Inc.',\n  'Array BioPharma Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ARTNA',\n  'Artesian Resources Corporation',\n  'Artesian Resources Corporation - Class A Non-Voting Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ARTW',\n  \"Art's\",\n  \"Art's-Way Manufacturing Co., Inc. - Common Stock\",\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ARTX',\n  'Arotech Corporation',\n  'Arotech Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ARUN',\n  'Aruba Networks, Inc.',\n  'Aruba Networks, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ARWR',\n  'Arrowhead Research Corporation',\n  'Arrowhead Research Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ASBB',\n  'ASB Bancorp, Inc.',\n  'ASB Bancorp, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ASBI',\n  'Ameriana Bancorp',\n  'Ameriana Bancorp - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ASCMA',\n  'Ascent Capital Group, Inc.',\n  'Ascent Capital Group, Inc. - Series A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ASEI',\n  'American Science and Engineering, Inc.',\n  'American Science and Engineering, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ASFI',\n  'Asta Funding, Inc.',\n  'Asta Funding, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ASMB',\n  'Assembly Biosciences, Inc.',\n  'Assembly Biosciences, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ASMI',\n  'ASM International N.V.',\n  'ASM International N.V. - Common Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ASML',\n  'ASML Holding N.V.',\n  'ASML Holding N.V. - ADS represents 1 ordinary share',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ASNA',\n  'Ascena Retail Group, Inc.',\n  'Ascena Retail Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ASPS',\n  'Altisource Portfolio Solutions S.A.',\n  'Altisource Portfolio Solutions S.A. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ASPX',\n  'Auspex Pharmaceuticals, Inc.',\n  'Auspex Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ASRV',\n  'AmeriServ Financial Inc.',\n  'AmeriServ Financial Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ASRVP',\n  'AmeriServ Financial Inc.',\n  'AmeriServ Financial Inc. - AmeriServ Financial Trust I - 8.45% Beneficial Unsecured Securities, Series A',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ASTC',\n  'Astrotech Corporation',\n  'Astrotech Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ASTE',\n  'Astec Industries, Inc.',\n  'Astec Industries, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ASTI',\n  'Ascent Solar Technologies, Inc.',\n  'Ascent Solar Technologies, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ASUR',\n  'Asure Software Inc',\n  'Asure Software Inc - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ASYS',\n  'Amtech Systems, Inc.',\n  'Amtech Systems, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ATAI',\n  'ATA Inc.',\n  'ATA Inc. - American Depositary Shares, each representing two common shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ATAX',\n  'America First Multifamily Investors, L.P.',\n  'America First Multifamily Investors, L.P. - Beneficial Unit Certificates (BUCs) representing Limited Partnership Interests',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ATEA',\n  'Astea International, Inc.',\n  'Astea International, Inc. - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['ATEC',\n  'Alphatec Holdings, Inc.',\n  'Alphatec Holdings, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ATHN',\n  'athenahealth, Inc.',\n  'athenahealth, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ATHX',\n  'Athersys, Inc.',\n  'Athersys, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ATLC',\n  'Atlanticus Holdings Corporation',\n  'Atlanticus Holdings Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ATLO',\n  'Ames National Corporation',\n  'Ames National Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ATML',\n  'Atmel Corporation',\n  'Atmel Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ATNI',\n  'Atlantic Tele',\n  'Atlantic Tele-Network, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ATNY',\n  'API Technologies Corp.',\n  'API Technologies Corp. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ATOS',\n  'Atossa Genetics Inc.',\n  'Atossa Genetics Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ATRA',\n  'Atara Biotherapeutics, Inc.',\n  'Atara Biotherapeutics, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ATRC',\n  'AtriCure, Inc.',\n  'AtriCure, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ATRI',\n  'ATRION Corporation',\n  'ATRION Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ATRM',\n  'ATRM Holdings, Inc.',\n  'ATRM Holdings, Inc. - Common Stock',\n  'S',\n  'N',\n  'E',\n  100.0],\n ['ATRO',\n  'Astronics Corporation',\n  'Astronics Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ATRS',\n  'Antares Pharma, Inc.',\n  'Antares Pharma, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ATSG',\n  'Air Transport Services Group, Inc',\n  'Air Transport Services Group, Inc - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ATTU',\n  'Attunity Ltd.',\n  'Attunity Ltd. - Ordinary Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ATVI',\n  'Activision Blizzard, Inc',\n  'Activision Blizzard, Inc - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AUBN',\n  'Auburn National Bancorporation, Inc.',\n  'Auburn National Bancorporation, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AUDC',\n  'AudioCodes Ltd.',\n  'AudioCodes Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AUMA',\n  'AR Capital Acquisition Corp.',\n  'AR Capital Acquisition Corp. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AUMAU',\n  'AR Capital Acquisition Corp.',\n  'AR Capital Acquisition Corp. - Units',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AUMAW',\n  'AR Capital Acquisition Corp.',\n  'AR Capital Acquisition Corp. - Warrants',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AUPH',\n  'Aurinia Pharmaceuticals Inc',\n  'Aurinia Pharmaceuticals Inc - Common Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AUXL',\n  'Auxilium Pharmaceuticals, Inc.',\n  'Auxilium Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AVAV',\n  'AeroVironment, Inc.',\n  'AeroVironment, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AVEO',\n  'AVEO Pharmaceuticals, Inc.',\n  'AVEO Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'D',\n  100.0],\n ['AVGO',\n  'Avago Technologies Limited',\n  'Avago Technologies Limited - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AVHI',\n  'A V Homes, Inc.',\n  'A V Homes, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AVID',\n  'Avid Technology, Inc.',\n  'Avid Technology, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AVNR',\n  'Avanir Pharmaceuticals, Inc.',\n  'Avanir Pharmaceuticals, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AVNW',\n  'Aviat Networks, Inc.',\n  'Aviat Networks, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AWAY',\n  'HomeAway, Inc.',\n  'HomeAway, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['AWRE', 'Aware, Inc.', 'Aware, Inc. - Common Stock', 'G', 'N', 'N', 100.0],\n ['AXAS',\n  'Abraxas Petroleum Corporation',\n  'Abraxas Petroleum Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AXDX',\n  'Accelerate Diagnostics, Inc.',\n  'Accelerate Diagnostics, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AXGN', 'AxoGen, Inc.', 'AxoGen, Inc. - Common Stock', 'S', 'N', 'N', 100.0],\n ['AXJS',\n  'iShares MSCI All Country Asia ex Japan Small Cap Index Fund',\n  'iShares MSCI All Country Asia ex Japan Small Cap Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['AXPW',\n  'Axion Power International, Inc.',\n  'Axion Power International, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AXPWW',\n  'Axion Power International, Inc.',\n  'Axion Power International, Inc. - Series A Warrants',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['AXTI', 'AXT Inc', 'AXT Inc - Common Stock', 'Q', 'N', 'N', 100.0],\n ['AZPN',\n  'Aspen Technology, Inc.',\n  'Aspen Technology, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BABY',\n  'Natus Medical Incorporated',\n  'Natus Medical Incorporated - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BAGR',\n  'Diversified Restaurant Holdings, Inc.',\n  'Diversified Restaurant Holdings, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BAMM',\n  'Books',\n  'Books-A-Million, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BANF',\n  'BancFirst Corporation',\n  'BancFirst Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BANFP',\n  'BancFirst Corporation',\n  'BancFirst Corporation - 7.2% Cumulative Trust Preferred Securities',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BANR',\n  'Banner Corporation',\n  'Banner Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BANX',\n  'StoneCastle Financial Corp',\n  'StoneCastle Financial Corp - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BASI',\n  'Bioanalytical Systems, Inc.',\n  'Bioanalytical Systems, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BBBY',\n  'Bed Bath & Beyond Inc.',\n  'Bed Bath & Beyond Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BBC',\n  'BioShares Biotechnology Clinical Trials Fund',\n  'BioShares Biotechnology Clinical Trials Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BBCN',\n  'BBCN Bancorp, Inc.',\n  'BBCN Bancorp, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BBEP',\n  'BreitBurn Energy Partners, L.P.',\n  'BreitBurn Energy Partners, L.P. - Common Units Representing Limited Partnership',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BBEPP',\n  'BreitBurn Energy Partners, L.P.',\n  'BreitBurn Energy Partners, L.P. - 8.25% Series A Cumulative Redeemable Perpetual Preferred Units',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BBGI',\n  'Beasley Broadcast Group, Inc.',\n  'Beasley Broadcast Group, Inc. - Class A Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BBLU',\n  'Blue Earth, Inc.',\n  'Blue Earth, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BBNK',\n  'Bridge Capital Holdings',\n  'Bridge Capital Holdings - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BBOX',\n  'Black Box Corporation',\n  'Black Box Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BBP',\n  'BioShares Biotechnology Products Fund',\n  'BioShares Biotechnology Products Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BBRG',\n  'Bravo Brio Restaurant Group, Inc.',\n  'Bravo Brio Restaurant Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BBRY',\n  'BlackBerry Limited',\n  'BlackBerry Limited - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BBSI',\n  'Barrett Business Services, Inc.',\n  'Barrett Business Services, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BCBP',\n  'BCB Bancorp, Inc. (NJ)',\n  'BCB Bancorp, Inc. (NJ) - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BCLI',\n  'Brainstorm Cell Therapeutics Inc.',\n  'Brainstorm Cell Therapeutics Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BCOM',\n  'B Communications Ltd.',\n  'B Communications Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BCOR',\n  'Blucora, Inc.',\n  'Blucora, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BCOV',\n  'Brightcove Inc.',\n  'Brightcove Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BCPC',\n  'Balchem Corporation',\n  'Balchem Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BCRX',\n  'BioCryst Pharmaceuticals, Inc.',\n  'BioCryst Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BDBD',\n  'Boulder Brands, Inc.',\n  'Boulder Brands, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BDCV',\n  'BDCA Venture, Inc.',\n  'BDCA Venture, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BDE',\n  'Black Diamond, Inc.',\n  'Black Diamond, Inc. - Common Stock',\n  'Q',\n  'N',\n  'D',\n  100.0],\n ['BDGE',\n  'Bridge Bancorp, Inc.',\n  'Bridge Bancorp, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BDMS',\n  'Birner Dental Management Services, Inc.',\n  'Birner Dental Management Services, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BDSI',\n  'BioDelivery Sciences International, Inc.',\n  'BioDelivery Sciences International, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BEAT',\n  'BioTelemetry, Inc.',\n  'BioTelemetry, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BEAV',\n  'B/E Aerospace, Inc.',\n  'B/E Aerospace, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BEBE',\n  'bebe stores, inc.',\n  'bebe stores, inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BECN',\n  'Beacon Roofing Supply, Inc.',\n  'Beacon Roofing Supply, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BELFA',\n  'Bel Fuse Inc.',\n  'Bel Fuse Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BELFB',\n  'Bel Fuse Inc.',\n  'Bel Fuse Inc. - Class B Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BFIN',\n  'BankFinancial Corporation',\n  'BankFinancial Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BGCP',\n  'BGC Partners, Inc.',\n  'BGC Partners, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BGFV',\n  'Big 5 Sporting Goods Corporation',\n  'Big 5 Sporting Goods Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BGMD',\n  'BG Medicine, Inc.',\n  'BG Medicine, Inc. - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['BHBK',\n  'Blue Hills Bancorp, Inc.',\n  'Blue Hills Bancorp, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BIB',\n  'ProShares Ultra Nasdaq Biotechnology',\n  'ProShares Ultra Nasdaq Biotechnology',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BICK',\n  'First Trust BICK Index Fund',\n  'First Trust BICK Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BIDU',\n  'Baidu, Inc.',\n  'Baidu, Inc. - American Depositary Shares, each representing one tenth Class A ordinary share',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BIIB',\n  'Biogen Idec Inc.',\n  'Biogen Idec Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BIND',\n  'BIND Therapeutics, Inc.',\n  'BIND Therapeutics, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BIOC',\n  'Biocept, Inc.',\n  'Biocept, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BIOD', 'Biodel Inc.', 'Biodel Inc. - Common Stock', 'S', 'N', 'N', 100.0],\n ['BIOL',\n  'Biolase, Inc.',\n  'Biolase, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BIOS',\n  'BioScrip, Inc.',\n  'BioScrip, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BIRT',\n  'Actuate Corporation',\n  'Actuate Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BIS',\n  'ProShares UltraShort Nasdaq Biotechnology',\n  'ProShares UltraShort Nasdaq Biotechnology',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BJRI',\n  \"BJ's Restaurants, Inc.\",\n  \"BJ's Restaurants, Inc. - Common Stock\",\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BKCC',\n  'BlackRock Kelso Capital Corporation',\n  'BlackRock Kelso Capital Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BKEP',\n  'Blueknight Energy Partners L.P., L.L.C.',\n  'Blueknight Energy Partners L.P., L.L.C. - Common Units representing Limited Partner Interests',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BKEPP',\n  'Blueknight Energy Partners L.P., L.L.C.',\n  'Blueknight Energy Partners L.P., L.L.C. - Series A Preferred Units',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BKMU',\n  'Bank Mutual Corporation',\n  'Bank Mutual Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BKSC',\n  'Bank of South Carolina Corp.',\n  'Bank of South Carolina Corp. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BKYF',\n  'The Bank of Kentucky Financial Corp.',\n  'The Bank of Kentucky Financial Corp. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BLCM',\n  'Bellicum Pharmaceuticals, Inc.',\n  'Bellicum Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BLDP',\n  'Ballard Power Systems, Inc.',\n  'Ballard Power Systems, Inc. - Common Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BLDR',\n  'Builders FirstSource, Inc.',\n  'Builders FirstSource, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BLFS',\n  'BioLife Solutions, Inc.',\n  'BioLife Solutions, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BLIN',\n  'Bridgeline Digital, Inc.',\n  'Bridgeline Digital, Inc. - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['BLKB',\n  'Blackbaud, Inc.',\n  'Blackbaud, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BLMN',\n  \"Bloomin' Brands, Inc.\",\n  \"Bloomin' Brands, Inc. - Common Stock\",\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BLMT',\n  'BSB Bancorp, Inc.',\n  'BSB Bancorp, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BLRX',\n  'BioLineRx Ltd.',\n  'BioLineRx Ltd. - American Depositary Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BLUE',\n  'bluebird bio, Inc.',\n  'bluebird bio, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BLVD',\n  'Boulevard Acquisition Corp.',\n  'Boulevard Acquisition Corp. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BLVDU',\n  'Boulevard Acquisition Corp.',\n  'Boulevard Acquisition Corp. - Units',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BLVDW',\n  'Boulevard Acquisition Corp.',\n  'Boulevard Acquisition Corp. - Warrants',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BMRC',\n  'Bank of Marin Bancorp',\n  'Bank of Marin Bancorp - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BMRN',\n  'BioMarin Pharmaceutical Inc.',\n  'BioMarin Pharmaceutical Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BMTC',\n  'Bryn Mawr Bank Corporation',\n  'Bryn Mawr Bank Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BNCL',\n  'Beneficial Mutual Bancorp, Inc.',\n  'Beneficial Mutual Bancorp, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BNCN', 'BNC Bancorp', 'BNC Bancorp - Common Stock', 'S', 'N', 'N', 100.0],\n ['BNDX',\n  'Vanguard Total International Bond ETF',\n  'Vanguard Total International Bond ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BNFT',\n  'Benefitfocus, Inc.',\n  'Benefitfocus, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BNSO',\n  'Bonso Electronics International, Inc.',\n  'Bonso Electronics International, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BOBE',\n  'Bob Evans Farms, Inc.',\n  'Bob Evans Farms, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BOCH',\n  'Bank of Commerce Holdings (CA)',\n  'Bank of Commerce Holdings (CA) - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BOFI',\n  'BofI Holding, Inc.',\n  'BofI Holding, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BOKF',\n  'BOK Financial Corporation',\n  'BOK Financial Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BONA',\n  'Bona Film Group Limited',\n  'Bona Film Group Limited - American Depositary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BONT',\n  'The Bon',\n  'The Bon-Ton Stores, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BOOM',\n  'Dynamic Materials Corporation',\n  'Dynamic Materials Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BOSC',\n  'B.O.S. Better Online Solutions',\n  'B.O.S. Better Online Solutions - Ordinary Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BOTA',\n  'Biota Pharmaceuticals, Inc.',\n  'Biota Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BOTJ',\n  'Bank of the James Financial Group, Inc.',\n  'Bank of the James Financial Group, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BPFH',\n  'Boston Private Financial Holdings, Inc.',\n  'Boston Private Financial Holdings, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BPFHP',\n  'Boston Private Financial Holdings, Inc.',\n  'Boston Private Financial Holdings, Inc. - Depositary Shares representing 1/40th Interest in a Share of 6.95% Non-Cumulative Perpetual Preferred Stock, Series D',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BPFHW',\n  'Boston Private Financial Holdings, Inc.',\n  'Boston Private Financial Holdings, Inc. - Warrants to purchase 1 share of common stock @ $8.00/share',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BPOP',\n  'Popular, Inc.',\n  'Popular, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BPOPM',\n  'Popular, Inc.',\n  'Popular, Inc. - Popular Capital Trust II - 6.125% Cumulative Monthly Income Trust Preferred Securities',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BPOPN',\n  'Popular, Inc.',\n  'Popular, Inc. - Popular Capital Trust I -6.70% Cumulative Monthly Income Trust Preferred Securities',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BPTH',\n  'Bio',\n  'Bio-Path Holdings, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BRCD',\n  'Brocade Communications Systems, Inc.',\n  'Brocade Communications Systems, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BRCM',\n  'Broadcom Corporation',\n  'Broadcom Corporation - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BRDR',\n  'Borderfree, Inc.',\n  'Borderfree, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BREW',\n  'Craft Brew Alliance, Inc.',\n  'Craft Brew Alliance, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BRID',\n  'Bridgford Foods Corporation',\n  'Bridgford Foods Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BRKL',\n  'Brookline Bancorp, Inc.',\n  'Brookline Bancorp, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BRKR',\n  'Bruker Corporation',\n  'Bruker Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BRKS',\n  'Brooks Automation, Inc.',\n  'Brooks Automation, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BRLI',\n  'Bio',\n  'Bio-Reference Laboratories, Inc. - Common Stock',\n  'Q',\n  'N',\n  'D',\n  100.0],\n ['BSDM',\n  'BSD Medical Corporation',\n  'BSD Medical Corporation - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['BSET',\n  'Bassett Furniture Industries, Incorporated',\n  'Bassett Furniture Industries, Incorporated - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BSF',\n  'Bear State Financial, Inc.',\n  'Bear State Financial, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BSFT',\n  'BroadSoft, Inc.',\n  'BroadSoft, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BSPM',\n  'Biostar Pharmaceuticals, Inc.',\n  'Biostar Pharmaceuticals, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BSQR',\n  'BSQUARE Corporation',\n  'BSQUARE Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BSRR',\n  'Sierra Bancorp',\n  'Sierra Bancorp - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BSTC',\n  'BioSpecifics Technologies Corp',\n  'BioSpecifics Technologies Corp - Common Stock',\n  'G',\n  'N',\n  'D',\n  100.0],\n ['BTUI',\n  'BTU International, Inc.',\n  'BTU International, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BUR',\n  'Burcon NutraScience Corp',\n  'Burcon NutraScience Corp - Ordinary Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BUSE',\n  'First Busey Corporation',\n  'First Busey Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BV',\n  'Bazaarvoice, Inc.',\n  'Bazaarvoice, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BVA',\n  'Cordia Bancorp Inc.',\n  'Cordia Bancorp Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BVSN',\n  'BroadVision, Inc.',\n  'BroadVision, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BWEN',\n  'Broadwind Energy, Inc.',\n  'Broadwind Energy, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BWFG',\n  'Bankwell Financial Group, Inc.',\n  'Bankwell Financial Group, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BWINA',\n  'Baldwin & Lyons, Inc.',\n  'Baldwin & Lyons, Inc. - Class A (voting) Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BWINB',\n  'Baldwin & Lyons, Inc.',\n  'Baldwin & Lyons, Inc. - Class B (nonvoting) Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['BWLD',\n  'Buffalo Wild Wings, Inc.',\n  'Buffalo Wild Wings, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['BYBK',\n  'Bay Bancorp, Inc.',\n  'Bay Bancorp, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BYFC',\n  'Broadway Financial Corporation',\n  'Broadway Financial Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['BYLK', 'Baylake Corp', 'Baylake Corp - Common Stock', 'S', 'N', 'N', 100.0],\n ['CA', 'CA Inc.', 'CA Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CAAS',\n  'China Automotive Systems, Inc.',\n  'China Automotive Systems, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CAC',\n  'Camden National Corporation',\n  'Camden National Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CACB',\n  'Cascade Bancorp',\n  'Cascade Bancorp - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CACC',\n  'Credit Acceptance Corporation',\n  'Credit Acceptance Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CACG',\n  'Chart Acquisition Corp.',\n  'Chart Acquisition Corp. - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CACGU',\n  'Chart Acquisition Corp.',\n  'Chart Acquisition Corp. - Units',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CACGW',\n  'Chart Acquisition Corp.',\n  'Chart Acquisition Corp. - Warrants',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CACH', 'Cache, Inc.', 'Cache, Inc. - Common Stock', 'Q', 'N', 'D', 100.0],\n ['CACQ',\n  'Caesars Acquisition Company',\n  'Caesars Acquisition Company - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CADC',\n  'China Advanced Construction Materials Group, Inc.',\n  'China Advanced Construction Materials Group, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CADT',\n  'DT Asia Investments Limited',\n  'DT Asia Investments Limited - Ordinary Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CADTR',\n  'DT Asia Investments Limited',\n  'DT Asia Investments Limited - Right',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CADTU',\n  'DT Asia Investments Limited',\n  'DT Asia Investments Limited - Unit',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CADTW',\n  'DT Asia Investments Limited',\n  'DT Asia Investments Limited - Warrant',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CAKE',\n  'The Cheesecake Factory Incorporated',\n  'The Cheesecake Factory Incorporated - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CALA',\n  'Calithera Biosciences, Inc.',\n  'Calithera Biosciences, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CALD',\n  'Callidus Software, Inc.',\n  'Callidus Software, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CALI',\n  'China Auto Logistics Inc.',\n  'China Auto Logistics Inc. - Common Stock',\n  'G',\n  'N',\n  'D',\n  100.0],\n ['CALL',\n  'magicJack VocalTec Ltd',\n  'magicJack VocalTec Ltd - Ordinary Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CALM', 'Cal', 'Cal-Maine Foods, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CAMB',\n  'Cambridge Capital Acquisition Corporation',\n  'Cambridge Capital Acquisition Corporation - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CAMBU',\n  'Cambridge Capital Acquisition Corporation',\n  'Cambridge Capital Acquisition Corporation - Unit',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CAMBW',\n  'Cambridge Capital Acquisition Corporation',\n  'Cambridge Capital Acquisition Corporation - Warrant',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CAMP', 'CalAmp Corp.', 'CalAmp Corp. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CAMT',\n  'Camtek Ltd.',\n  'Camtek Ltd. - Ordinary Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CAPN', 'Capnia, Inc.', 'Capnia, Inc. - Common Stock', 'S', 'N', 'N', 100.0],\n ['CAPNW',\n  'Capnia, Inc.',\n  'Capnia, Inc. - Series A Warrant',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CAR',\n  'Avis Budget Group, Inc.',\n  'Avis Budget Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CARA',\n  'Cara Therapeutics, Inc.',\n  'Cara Therapeutics, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CARB',\n  'Carbonite, Inc.',\n  'Carbonite, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CARO',\n  'Carolina Financial Corporation',\n  'Carolina Financial Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CART',\n  'Carolina Trust Bank',\n  'Carolina Trust Bank - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CARV',\n  'Carver Bancorp, Inc.',\n  'Carver Bancorp, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CARZ',\n  'First Trust NASDAQ Global Auto Index Fund',\n  'First Trust NASDAQ Global Auto Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CASH',\n  'Meta Financial Group, Inc.',\n  'Meta Financial Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CASI',\n  'CASI Pharmaceuticals, Inc.',\n  'CASI Pharmaceuticals, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CASM',\n  'CAS Medical Systems, Inc.',\n  'CAS Medical Systems, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CASS',\n  'Cass Information Systems, Inc',\n  'Cass Information Systems, Inc - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CASY',\n  'Caseys General Stores, Inc.',\n  'Caseys General Stores, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CATM',\n  'Cardtronics, Inc.',\n  'Cardtronics, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CATY',\n  'Cathay General Bancorp',\n  'Cathay General Bancorp - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CATYW',\n  'Cathay General Bancorp',\n  'Cathay General Bancorp - Warrant',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CAVM', 'Cavium, Inc.', 'Cavium, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CBAK',\n  'China BAK Battery, Inc.',\n  'China BAK Battery, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CBAN',\n  'Colony Bankcorp, Inc.',\n  'Colony Bankcorp, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CBAY',\n  'CymaBay Therapeutics Inc.',\n  'CymaBay Therapeutics Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CBDE',\n  'CBD Energy Limited',\n  'CBD Energy Limited - Ordinary Shares',\n  'S',\n  'N',\n  'K',\n  100.0],\n ['CBF',\n  'Capital Bank Financial Corp.',\n  'Capital Bank Financial Corp. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CBFV',\n  'CB Financial Services, Inc.',\n  'CB Financial Services, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CBIN',\n  'Community Bank Shares of Indiana, Inc.',\n  'Community Bank Shares of Indiana, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CBLI',\n  'Cleveland BioLabs, Inc.',\n  'Cleveland BioLabs, Inc. - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CBMG',\n  'Cellular Biomedicine Group, Inc.',\n  'Cellular Biomedicine Group, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CBMX',\n  'CombiMatrix Corporation',\n  'CombiMatrix Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CBNJ',\n  'Cape Bancorp, Inc.',\n  'Cape Bancorp, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CBNK',\n  'Chicopee Bancorp, Inc.',\n  'Chicopee Bancorp, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CBOE',\n  'CBOE Holdings, Inc.',\n  'CBOE Holdings, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CBPO',\n  'China Biologic Products, Inc.',\n  'China Biologic Products, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CBRL',\n  'Cracker Barrel Old Country Store, Inc.',\n  'Cracker Barrel Old Country Store, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CBRX',\n  'Columbia Laboratories, Inc.',\n  'Columbia Laboratories, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CBSH',\n  'Commerce Bancshares, Inc.',\n  'Commerce Bancshares, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CBSHP',\n  'Commerce Bancshares, Inc.',\n  'Commerce Bancshares, Inc. - Depositary Shares, each representing a 1/1000th interest of 6.00% Series B Non-Cumulative Perpetual Preferred Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CBST',\n  'Cubist Pharmaceuticals, Inc.',\n  'Cubist Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CBSTZ',\n  'Cubist Pharmaceuticals, Inc.',\n  'Cubist Pharmaceuticals, Inc. - Contingent Value Right',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CCBG',\n  'Capital City Bank Group',\n  'Capital City Bank Group - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CCCL',\n  'China Ceramics Co., Ltd.',\n  'China Ceramics Co., Ltd. - Common Stock',\n  'G',\n  'N',\n  'D',\n  100.0],\n ['CCCR',\n  'China Commercial Credit, Inc.',\n  'China Commercial Credit, Inc. - Common Stock',\n  'S',\n  'N',\n  'E',\n  100.0],\n ['CCIH',\n  'ChinaCache International Holdings Ltd.',\n  'ChinaCache International Holdings Ltd. - American Depositary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CCLP',\n  'CSI Compressco LP',\n  'CSI Compressco LP - common units',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CCMP',\n  'Cabot Microelectronics Corporation',\n  'Cabot Microelectronics Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CCNE',\n  'CNB Financial Corporation',\n  'CNB Financial Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CCOI',\n  'Cogent Communications Holdings, Inc.',\n  'Cogent Communications Holdings, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CCRN',\n  'Cross Country Healthcare, Inc.',\n  'Cross Country Healthcare, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CCUR',\n  'Concurrent Computer Corporation',\n  'Concurrent Computer Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CCXI',\n  'ChemoCentryx, Inc.',\n  'ChemoCentryx, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CDC',\n  'Compass EMP U S EQ Income 100 Enhanced Volatility Weighted Fund',\n  'Compass EMP U S EQ Income 100 Enhanced Volatility Weighted Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CDK',\n  'CDK Global, Inc.',\n  'CDK Global, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CDNA', 'CareDx, Inc.', 'CareDx, Inc. - Common Stock', 'G', 'N', 'N', 100.0],\n ['CDNS',\n  'Cadence Design Systems, Inc.',\n  'Cadence Design Systems, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CDTI',\n  'Clean Diesel Technologies, Inc.',\n  'Clean Diesel Technologies, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CDW',\n  'CDW Corporation',\n  'CDW Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CDXS',\n  'Codexis, Inc.',\n  'Codexis, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CDZI', 'Cadiz, Inc.', 'Cadiz, Inc. - Common Stock', 'G', 'N', 'N', 100.0],\n ['CECE',\n  'CECO Environmental Corp.',\n  'CECO Environmental Corp. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CECO',\n  'Career Education Corporation',\n  'Career Education Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CELG',\n  'Celgene Corporation',\n  'Celgene Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CELGZ',\n  'Celgene Corporation',\n  'Celgene Corporation - Contingent Value Right',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CEMI',\n  'Chembio Diagnostics, Inc.',\n  'Chembio Diagnostics, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CEMP', 'Cempra, Inc.', 'Cempra, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CENT',\n  'Central Garden & Pet Company',\n  'Central Garden & Pet Company - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CENTA',\n  'Central Garden & Pet Company',\n  'Central Garden & Pet Company - Class A Common Stock Nonvoting',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CENX',\n  'Century Aluminum Company',\n  'Century Aluminum Company - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CERE', 'Ceres, Inc.', 'Ceres, Inc. - Common Stock', 'S', 'N', 'D', 100.0],\n ['CERN',\n  'Cerner Corporation',\n  'Cerner Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CERS',\n  'Cerus Corporation',\n  'Cerus Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CERU',\n  'Cerulean Pharma Inc.',\n  'Cerulean Pharma Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CETV',\n  'Central European Media Enterprises Ltd.',\n  'Central European Media Enterprises Ltd. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CEVA', 'CEVA, Inc.', 'CEVA, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CFA',\n  'Compass EMP US 500 Volatility Weighted Index ETF',\n  'Compass EMP US 500 Volatility Weighted Index ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CFBK',\n  'Central Federal Corporation',\n  'Central Federal Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CFFI',\n  'C&F Financial Corporation',\n  'C&F Financial Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CFFN',\n  'Capitol Federal Financial, Inc.',\n  'Capitol Federal Financial, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CFGE',\n  'Calamos Focus Growth ETF',\n  'Calamos Focus Growth ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CFNB',\n  'California First National Bancorp',\n  'California First National Bancorp - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CFNL',\n  'Cardinal Financial Corporation',\n  'Cardinal Financial Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CFO',\n  'Compass EMP US 500 Enhanced Volatility Weighted Index ETF',\n  'Compass EMP US 500 Enhanced Volatility Weighted Index ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CFRX',\n  'ContraFect Corporation',\n  'ContraFect Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CFRXW',\n  'ContraFect Corporation',\n  'ContraFect Corporation - Warrant',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CFRXZ',\n  'ContraFect Corporation',\n  'ContraFect Corporation - Warrant',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CG',\n  'The Carlyle Group L.P.',\n  'The Carlyle Group L.P. - Common Units',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CGEN',\n  'Compugen Ltd.',\n  'Compugen Ltd. - Ordinary Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CGIX',\n  'Cancer Genetics, Inc.',\n  'Cancer Genetics, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CGNX',\n  'Cognex Corporation',\n  'Cognex Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CGO',\n  'Calamos Global Total Return Fund',\n  'Calamos Global Total Return Fund - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHCI',\n  'Comstock Holding Companies, Inc.',\n  'Comstock Holding Companies, Inc. - Class A Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CHCO',\n  'City Holding Company',\n  'City Holding Company - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHDN',\n  'Churchill Downs, Incorporated',\n  'Churchill Downs, Incorporated - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHEF',\n  \"The Chefs' Warehouse, Inc.\",\n  \"The Chefs' Warehouse, Inc. - Common Stock\",\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHEV',\n  'Cheviot Financial Corp',\n  'Cheviot Financial Corp - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CHFC',\n  'Chemical Financial Corporation',\n  'Chemical Financial Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHFN',\n  'Charter Financial Corp.',\n  'Charter Financial Corp. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CHI',\n  'Calamos Convertible Opportunities and Income Fund',\n  'Calamos Convertible Opportunities and Income Fund - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHKE',\n  'Cherokee Inc.',\n  'Cherokee Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHKP',\n  'Check Point Software Technologies Ltd.',\n  'Check Point Software Technologies Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHLN',\n  'China Housing & Land Development, Inc.',\n  'China Housing & Land Development, Inc. - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CHMG',\n  'Chemung Financial Corp',\n  'Chemung Financial Corp - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHNR',\n  'China Natural Resources, Inc.',\n  'China Natural Resources, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CHOP',\n  'China Gerui Advanced Materials Group Limited',\n  'China Gerui Advanced Materials Group Limited - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHRS',\n  'Coherus BioSciences, Inc.',\n  'Coherus BioSciences, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CHRW',\n  'C.H. Robinson Worldwide, Inc.',\n  'C.H. Robinson Worldwide, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHSCM',\n  'CHS Inc',\n  'CHS Inc - Class B Reset Rate Cumulative Redeemable Preferred Stock, Series 3',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHSCN',\n  'CHS Inc',\n  'CHS Inc - Preferred Class B Series 2 Reset Rate',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHSCO',\n  'CHS Inc',\n  'CHS Inc - Class B Cumulative Redeemable Preferred Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHSCP',\n  'CHS Inc',\n  'CHS Inc - 8%  Cumulative Redeemable Preferred Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHTR',\n  'Charter Communications, Inc.',\n  'Charter Communications, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHUY',\n  \"Chuy's Holdings, Inc.\",\n  \"Chuy's Holdings, Inc. - Common Stock\",\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHW',\n  'Calamos Global Dynamic Income Fund',\n  'Calamos Global Dynamic Income Fund - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHXF',\n  'WisdomTree China Dividend Ex',\n  'WisdomTree China Dividend Ex-Financials Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CHY',\n  'Calamos Convertible and High Income Fund',\n  'Calamos Convertible and High Income Fund - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CHYR',\n  'ChyronHego Corporation',\n  'ChyronHego Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CIDM',\n  'Cinedigm Corp',\n  'Cinedigm Corp - Class A Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CIFC', 'CIFC Corp.', 'CIFC Corp. - Common Stock', 'S', 'N', 'N', 100.0],\n ['CIMT',\n  'Cimatron, Limited',\n  'Cimatron, Limited - Ordinary Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CINF',\n  'Cincinnati Financial Corporation',\n  'Cincinnati Financial Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CISAW',\n  'CIS Acquisition Ltd.',\n  'CIS Acquisition Ltd. - Warrant',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CISG',\n  'CNinsure Inc.',\n  'CNinsure Inc. - American depositary shares, each representing 20 ordinary shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CIZ',\n  'Compass EMP Developed 500 Enhanced Volatility Weighted Index ETF',\n  'Compass EMP Developed 500 Enhanced Volatility Weighted Index ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CIZN',\n  'Citizens Holding Company',\n  'Citizens Holding Company - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CJJD',\n  'China Jo',\n  'China Jo-Jo Drugstores, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CKEC',\n  'Carmike Cinemas, Inc.',\n  'Carmike Cinemas, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CKSW',\n  'ClickSoftware Technologies Ltd.',\n  'ClickSoftware Technologies Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CLAC',\n  'Capitol Acquisition Corp. II',\n  'Capitol Acquisition Corp. II - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CLACU',\n  'Capitol Acquisition Corp. II',\n  'Capitol Acquisition Corp. II - Unit',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CLACW',\n  'Capitol Acquisition Corp. II',\n  'Capitol Acquisition Corp. II - Warrant',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CLBH',\n  'Carolina Bank Holdings Inc.',\n  'Carolina Bank Holdings Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CLCT',\n  'Collectors Universe, Inc.',\n  'Collectors Universe, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CLDN',\n  'Celladon Corporation',\n  'Celladon Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CLDX',\n  'Celldex Therapeutics, Inc.',\n  'Celldex Therapeutics, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CLFD',\n  'Clearfield, Inc.',\n  'Clearfield, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CLIR',\n  'ClearSign Combustion Corporation',\n  'ClearSign Combustion Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CLMS',\n  'Calamos Asset Management, Inc.',\n  'Calamos Asset Management, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CLMT',\n  'Calumet Specialty Products Partners, L.P.',\n  'Calumet Specialty Products Partners, L.P. - Common units representing limited partner interests',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CLNE',\n  'Clean Energy Fuels Corp.',\n  'Clean Energy Fuels Corp. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CLNT',\n  'Cleantech Solutions International, Inc.',\n  'Cleantech Solutions International, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CLRB',\n  'Cellectar Biosciences, Inc.',\n  'Cellectar Biosciences, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CLRBW',\n  'Cellectar Biosciences, Inc.',\n  'Cellectar Biosciences, Inc. - Warrants',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CLRO',\n  'ClearOne, Inc.',\n  'ClearOne, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CLRX',\n  'CollabRx, Inc.',\n  'CollabRx, Inc. - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CLSN',\n  'Celsion Corporation',\n  'Celsion Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CLTX',\n  'Celsus Therapeutics Plc',\n  'Celsus Therapeutics Plc - American Depositary Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CLUB',\n  'Town Sports International Holdings, Inc.',\n  'Town Sports International Holdings, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CLVS',\n  'Clovis Oncology, Inc.',\n  'Clovis Oncology, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CLWT',\n  'Euro Tech Holdings Company Limited',\n  'Euro Tech Holdings Company Limited - Ordinary Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CMCO',\n  'Columbus McKinnon Corporation',\n  'Columbus McKinnon Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CMCSA',\n  'Comcast Corporation',\n  'Comcast Corporation - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CMCSK',\n  'Comcast Corporation',\n  'Comcast Corporation - Class A Special Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CMCT',\n  'CIM Commercial Trust Corporation',\n  'CIM Commercial Trust Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CME',\n  'CME Group Inc.',\n  'CME Group Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CMFN',\n  'CM Finance Inc',\n  'CM Finance Inc - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CMGE',\n  'China Mobile Games and Entertainment Group Limited',\n  'China Mobile Games and Entertainment Group Limited - American Depositary Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CMLS',\n  'Cumulus Media Inc.',\n  'Cumulus Media Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CMPR',\n  'Cimpress N.V',\n  'Cimpress N.V - Ordinary Shares (The Netherlands)',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CMRX',\n  'Chimerix, Inc.',\n  'Chimerix, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CMSB',\n  'CMS Bancorp, Inc.',\n  'CMS Bancorp, Inc. - common stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CMTL',\n  'Comtech Telecommunications Corp.',\n  'Comtech Telecommunications Corp. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CNAT',\n  'Conatus Pharmaceuticals Inc.',\n  'Conatus Pharmaceuticals Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CNBKA',\n  'Century Bancorp, Inc.',\n  'Century Bancorp, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CNCE',\n  'Concert Pharmaceuticals, Inc.',\n  'Concert Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CNDO',\n  'Coronado Biosciences, Inc.',\n  'Coronado Biosciences, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CNET',\n  'ChinaNet Online Holdings, Inc.',\n  'ChinaNet Online Holdings, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CNIT',\n  'China Information Technology, Inc.',\n  'China Information Technology, Inc. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CNLM',\n  'CB Pharma Acquisition Corp.',\n  'CB Pharma Acquisition Corp. - Ordinary Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CNLMR',\n  'CB Pharma Acquisition Corp.',\n  'CB Pharma Acquisition Corp. - Rights',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CNLMU',\n  'CB Pharma Acquisition Corp.',\n  'CB Pharma Acquisition Corp. - Units',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CNLMW',\n  'CB Pharma Acquisition Corp.',\n  'CB Pharma Acquisition Corp. - Warrants',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CNMD',\n  'CONMED Corporation',\n  'CONMED Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CNOB',\n  'ConnectOne Bancorp, Inc.',\n  'ConnectOne Bancorp, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CNSI',\n  'Comverse Inc.',\n  'Comverse Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CNSL',\n  'Consolidated Communications Holdings, Inc.',\n  'Consolidated Communications Holdings, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CNTF',\n  'China TechFaith Wireless Communication Technology Limited',\n  'China TechFaith Wireless Communication Technology Limited - American Depositary Shares, each representing 15 ordinary shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CNTY',\n  'Century Casinos, Inc.',\n  'Century Casinos, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CNV', 'Cnova N.V.', 'Cnova N.V. - Ordinary Shares', 'Q', 'N', 'N', 100.0],\n ['CNXR',\n  'Connecture, Inc.',\n  'Connecture, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CNYD',\n  'China Yida Holding, Co.',\n  'China Yida Holding, Co. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['COB',\n  'CommunityOne Bancorp',\n  'CommunityOne Bancorp - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['COBK',\n  'Colonial Financial Services, Inc.',\n  'Colonial Financial Services, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['COBZ',\n  'CoBiz Financial Inc.',\n  'CoBiz Financial Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['COCO',\n  'Corinthian Colleges, Inc.',\n  'Corinthian Colleges, Inc. - Common Stock',\n  'Q',\n  'N',\n  'H',\n  100.0],\n ['COHR',\n  'Coherent, Inc.',\n  'Coherent, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['COHU', 'Cohu, Inc.', 'Cohu, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['COKE',\n  'Coca',\n  'Coca-Cola Bottling Co. Consolidated - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['COLB',\n  'Columbia Banking System, Inc.',\n  'Columbia Banking System, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['COLM',\n  'Columbia Sportswear Company',\n  'Columbia Sportswear Company - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['COMM',\n  'CommScope Holding Company, Inc.',\n  'CommScope Holding Company, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['COMT',\n  'iShares Commodities Select Strategy ETF',\n  'iShares Commodities Select Strategy ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CONE', 'CyrusOne Inc', 'CyrusOne Inc - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CONN', \"Conn's, Inc.\", \"Conn's, Inc. - Common Stock\", 'Q', 'N', 'N', 100.0],\n ['COOL',\n  'Majesco Entertainment Company',\n  'Majesco Entertainment Company - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CORE',\n  'Core',\n  'Core-Mark Holding Company, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CORI',\n  'Corium International, Inc.',\n  'Corium International, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CORT',\n  'Corcept Therapeutics Incorporated',\n  'Corcept Therapeutics Incorporated - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['COSI', 'Cosi, Inc.', 'Cosi, Inc. - Common Stock', 'S', 'N', 'N', 100.0],\n ['COST',\n  'Costco Wholesale Corporation',\n  'Costco Wholesale Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['COVS',\n  'Covisint Corporation',\n  'Covisint Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['COWN',\n  'Cowen Group, Inc.',\n  'Cowen Group, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['COWNL',\n  'Cowen Group, Inc.',\n  'Cowen Group, Inc. - 8.25% Senior Notes due 2021',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CPAH',\n  'CounterPath Corporation',\n  'CounterPath Corporation - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CPGI',\n  'China Shengda Packaging Group, Inc.',\n  'China Shengda Packaging Group, Inc. - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['CPHC',\n  'Canterbury Park Holding Corporation',\n  'Canterbury Park Holding Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CPHD', 'CEPHEID', 'CEPHEID - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CPHR',\n  'Cipher Pharmaceuticals Inc.',\n  'Cipher Pharmaceuticals Inc. - Common Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CPIX',\n  'Cumberland Pharmaceuticals Inc.',\n  'Cumberland Pharmaceuticals Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CPLA',\n  'Capella Education Company',\n  'Capella Education Company - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CPLP',\n  'Capital Product Partners L.P.',\n  'Capital Product Partners L.P. - common units representing limited partner interests',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CPRT', 'Copart, Inc.', 'Copart, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CPRX',\n  'Catalyst Pharmaceutical Partners, Inc.',\n  'Catalyst Pharmaceutical Partners, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CPSI',\n  'Computer Programs and Systems, Inc.',\n  'Computer Programs and Systems, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CPSS',\n  'Consumer Portfolio Services, Inc.',\n  'Consumer Portfolio Services, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CPST',\n  'Capstone Turbine Corporation',\n  'Capstone Turbine Corporation - Common Stock',\n  'G',\n  'N',\n  'D',\n  100.0],\n ['CPTA',\n  'Capitala Finance Corp.',\n  'Capitala Finance Corp. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CPXX',\n  'Celator Pharmaceuticals Inc.',\n  'Celator Pharmaceuticals Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CRAI',\n  'CRA International,Inc.',\n  'CRA International,Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CRAY', 'Cray Inc', 'Cray Inc - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CRDC',\n  'Cardica, Inc.',\n  'Cardica, Inc. - Common Stock',\n  'G',\n  'N',\n  'D',\n  100.0],\n ['CRDS',\n  'Crossroads Systems, Inc.',\n  'Crossroads Systems, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CRDT',\n  'WisdomTree Strategic Corporate Bond Fund',\n  'WisdomTree Strategic Corporate Bond Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CREE', 'Cree, Inc.', 'Cree, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CREG',\n  'China Recycling Energy Corporation',\n  'China Recycling Energy Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CRESW',\n  'Cresud S.A.C.I.F. y A.',\n  'Cresud S.A.C.I.F. y A. - Warrants 5/22/2015',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CRESY',\n  'Cresud S.A.C.I.F. y A.',\n  'Cresud S.A.C.I.F. y A. - American Depositary Shares, each representing ten shares of Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CRIS', 'Curis, Inc.', 'Curis, Inc. - Common Stock', 'G', 'N', 'N', 100.0],\n ['CRME',\n  'Cardiome Pharma Corporation',\n  'Cardiome Pharma Corporation - Ordinary Shares (Canada)',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CRMT',\n  \"America's Car\",\n  \"America's Car-Mart, Inc. - Common Stock\",\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CRNT',\n  'Ceragon Networks Ltd.',\n  'Ceragon Networks Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CROX', 'Crocs, Inc.', 'Crocs, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CRRC',\n  'Courier Corporation',\n  'Courier Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CRRS',\n  'Corporate Resource Services, Inc.',\n  'Corporate Resource Services, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CRTN',\n  'Cartesian, Inc.',\n  'Cartesian, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CRTO',\n  'Criteo S.A.',\n  'Criteo S.A. - American Depositary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CRUS',\n  'Cirrus Logic, Inc.',\n  'Cirrus Logic, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CRVL', 'CorVel Corp.', 'CorVel Corp. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CRWN',\n  'Crown Media Holdings, Inc.',\n  'Crown Media Holdings, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CRWS',\n  'Crown Crafts, Inc.',\n  'Crown Crafts, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CRZO',\n  'Carrizo Oil & Gas, Inc.',\n  'Carrizo Oil & Gas, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CSBK',\n  'Clifton Bancorp Inc.',\n  'Clifton Bancorp Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CSCD',\n  'Cascade Microtech, Inc.',\n  'Cascade Microtech, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CSCO',\n  'Cisco Systems, Inc.',\n  'Cisco Systems, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CSF',\n  'Compass EMP U.S. Discovery 500 Enhanced Volatility Weighted Fund',\n  'Compass EMP U.S. Discovery 500 Enhanced Volatility Weighted Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CSFL',\n  'CenterState Banks, Inc.',\n  'CenterState Banks, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CSGP',\n  'CoStar Group, Inc.',\n  'CoStar Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CSGS',\n  'CSG Systems International, Inc.',\n  'CSG Systems International, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CSII',\n  'Cardiovascular Systems, Inc.',\n  'Cardiovascular Systems, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CSIQ',\n  'Canadian Solar Inc.',\n  'Canadian Solar Inc. - common shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CSOD',\n  'Cornerstone OnDemand, Inc.',\n  'Cornerstone OnDemand, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CSPI', 'CSP Inc.', 'CSP Inc. - Common Stock', 'G', 'N', 'N', 100.0],\n ['CSQ',\n  'Calamos Strategic Total Return Fund',\n  'Calamos Strategic Total Return Fund - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CSRE',\n  'CSR plc',\n  'CSR plc - American Depositary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CSTE',\n  'CaesarStone Sdot',\n  'CaesarStone Sdot-Yam Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CSUN',\n  'China Sunergy Co., Ltd.',\n  'China Sunergy Co., Ltd. - American Depositary Shares, each representing 18 ordinary shares',\n  'Q',\n  'N',\n  'D',\n  100.0],\n ['CSWC',\n  'Capital Southwest Corporation',\n  'Capital Southwest Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTAS',\n  'Cintas Corporation',\n  'Cintas Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTBI',\n  'Community Trust Bancorp, Inc.',\n  'Community Trust Bancorp, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTCM',\n  'CTC Media, Inc.',\n  'CTC Media, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTCT',\n  'Constant Contact, Inc.',\n  'Constant Contact, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTG',\n  'Computer Task Group, Incorporated',\n  'Computer Task Group, Incorporated - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTHR',\n  'Charles & Colvard Ltd',\n  'Charles & Colvard Ltd - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTIB',\n  'CTI Industries Corporation',\n  'CTI Industries Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CTIC',\n  'CTI BioPharma Corp.',\n  'CTI BioPharma Corp. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CTRE',\n  'CareTrust REIT, Inc.',\n  'CareTrust REIT, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTRL',\n  'Control4 Corporation',\n  'Control4 Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTRN',\n  'Citi Trends, Inc.',\n  'Citi Trends, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTRP',\n  'Ctrip.com International, Ltd.',\n  'Ctrip.com International, Ltd. - American Depositary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTRX',\n  'Catamaran Corporation',\n  'Catamaran Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTSH',\n  'Cognizant Technology Solutions Corporation',\n  'Cognizant Technology Solutions Corporation - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTSO',\n  'Cytosorbents Corporation',\n  'Cytosorbents Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CTWS',\n  'Connecticut Water Service, Inc.',\n  'Connecticut Water Service, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CTXS',\n  'Citrix Systems, Inc.',\n  'Citrix Systems, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CU',\n  'First Trust ISE Global Copper Index Fund',\n  'First Trust ISE Global Copper Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CUBA',\n  'The Herzfeld Caribbean Basin Fund, Inc.',\n  'The Herzfeld Caribbean Basin Fund, Inc. - Closed End FUnd',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CUI',\n  'CUI Global, Inc.',\n  'CUI Global, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CUNB',\n  'CU Bancorp (CA)',\n  'CU Bancorp (CA) - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CUTR', 'Cutera, Inc.', 'Cutera, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['CVBF',\n  'CVB Financial Corporation',\n  'CVB Financial Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CVCO',\n  'Cavco Industries, Inc.',\n  'Cavco Industries, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CVCY',\n  'Central Valley Community Bancorp',\n  'Central Valley Community Bancorp - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CVGI',\n  'Commercial Vehicle Group, Inc.',\n  'Commercial Vehicle Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CVGW',\n  'Calavo Growers, Inc.',\n  'Calavo Growers, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CVLT',\n  'CommVault Systems, Inc.',\n  'CommVault Systems, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CVLY',\n  'Codorus Valley Bancorp, Inc',\n  'Codorus Valley Bancorp, Inc - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CVTI',\n  'Covenant Transportation Group, Inc.',\n  'Covenant Transportation Group, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CVV',\n  'CVD Equipment Corporation',\n  'CVD Equipment Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CWAY',\n  'Coastway Bancorp, Inc.',\n  'Coastway Bancorp, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CWBC',\n  'Community West Bancshares',\n  'Community West Bancshares - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CWCO',\n  'Consolidated Water Co. Ltd.',\n  'Consolidated Water Co. Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CWST',\n  'Casella Waste Systems, Inc.',\n  'Casella Waste Systems, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CXDC',\n  'China XD Plastics Company Limited',\n  'China XD Plastics Company Limited - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CY',\n  'Cypress Semiconductor Corporation',\n  'Cypress Semiconductor Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CYAN',\n  'Cyanotech Corporation',\n  'Cyanotech Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CYBE',\n  'CyberOptics Corporation',\n  'CyberOptics Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CYBR',\n  'CyberArk Software Ltd.',\n  'CyberArk Software Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CYBX',\n  'Cyberonics, Inc.',\n  'Cyberonics, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CYCC',\n  'Cyclacel Pharmaceuticals, Inc.',\n  'Cyclacel Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CYCCP',\n  'Cyclacel Pharmaceuticals, Inc.',\n  'Cyclacel Pharmaceuticals, Inc. - 6% Convertible Preferred Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CYHHZ',\n  'Community Health Systems, Inc.',\n  'Community Health Systems, Inc. - Series A Contingent Value Rights',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CYNO',\n  'Cynosure, Inc.',\n  'Cynosure, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CYOU',\n  'Changyou.com Limited',\n  'Changyou.com Limited - American Depositary Shares, each representing two Class A ordinary shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CYRN', 'CYREN Ltd.', 'CYREN Ltd. - Ordinary Shares', 'S', 'N', 'N', 100.0],\n ['CYTK',\n  'Cytokinetics, Incorporated',\n  'Cytokinetics, Incorporated - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CYTR',\n  'CytRx Corporation',\n  'CytRx Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CYTX',\n  'Cytori Therapeutics Inc',\n  'Cytori Therapeutics Inc - Common Stock',\n  'G',\n  'N',\n  'D',\n  100.0],\n ['CZFC',\n  'Citizens First Corporation',\n  'Citizens First Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['CZNC',\n  'Citizens & Northern Corp',\n  'Citizens & Northern Corp - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['CZR',\n  'Caesars Entertainment Corporation',\n  'Caesars Entertainment Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['CZWI',\n  'Citizens Community Bancorp, Inc.',\n  'Citizens Community Bancorp, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DAEG', 'Daegis Inc', 'Daegis Inc - Common Stock', 'S', 'N', 'D', 100.0],\n ['DAIO',\n  'Data I/O Corporation',\n  'Data I/O Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DAKT',\n  'Daktronics, Inc.',\n  'Daktronics, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DARA',\n  'DARA Biosciences, Inc.',\n  'DARA Biosciences, Inc. - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['DATE',\n  'Jiayuan.com International Ltd.',\n  'Jiayuan.com International Ltd. - American Depositary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DAVE',\n  \"Famous Dave's of America, Inc.\",\n  \"Famous Dave's of America, Inc. - Common Stock\",\n  'Q',\n  'N',\n  'D',\n  100.0],\n ['DAX',\n  'Recon Capital DAX Germany ETF',\n  'Recon Capital DAX Germany ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DBVT',\n  'DBV Technologies S.A.',\n  'DBV Technologies S.A. - American Depositary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DCIX',\n  'Diana Containerships Inc.',\n  'Diana Containerships Inc. - Common Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DCOM',\n  'Dime Community Bancshares, Inc.',\n  'Dime Community Bancshares, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DCTH',\n  'Delcath Systems, Inc.',\n  'Delcath Systems, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DENN',\n  \"Denny's Corporation\",\n  \"Denny's Corporation - Common Stock\",\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DEPO',\n  'Depomed, Inc.',\n  'Depomed, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DERM',\n  'Dermira, Inc.',\n  'Dermira, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DEST',\n  'Destination Maternity Corporation',\n  'Destination Maternity Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DFRG',\n  \"Del Frisco's Restaurant Group, Inc.\",\n  \"Del Frisco's Restaurant Group, Inc. - Common Stock\",\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DFVL',\n  'Barclays PLC',\n  'Barclays PLC - iPath US Treasury 5 Year Bull ETN',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DFVS',\n  'Barclays PLC',\n  'Barclays PLC - iPath US Treasury 5-year Bear ETN',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DGAS',\n  'Delta Natural Gas Company, Inc.',\n  'Delta Natural Gas Company, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DGICA',\n  'Donegal Group, Inc.',\n  'Donegal Group, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DGICB',\n  'Donegal Group, Inc.',\n  'Donegal Group, Inc. - Class B Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DGII',\n  'Digi International Inc.',\n  'Digi International Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DGLD',\n  'Credit Suisse AG',\n  'Credit Suisse AG - VelocityShares 3x Inverse Gold ETN',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DGLY',\n  'Digital Ally, Inc.',\n  'Digital Ally, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DGRE',\n  'WisdomTree Emerging Markets Dividend Growth Fund',\n  'WisdomTree Emerging Markets Dividend Growth Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DGRS',\n  'WisdomTree U.S. SmallCap Dividend Growth Fund',\n  'WisdomTree U.S. SmallCap Dividend Growth Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DGRW',\n  'WisdomTree U.S. Dividend Growth Fund',\n  'WisdomTree U.S. Dividend Growth Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DHIL',\n  'Diamond Hill Investment Group, Inc.',\n  'Diamond Hill Investment Group, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DHRM',\n  'Dehaier Medical Systems Limited',\n  'Dehaier Medical Systems Limited - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DIOD',\n  'Diodes Incorporated',\n  'Diodes Incorporated - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DISCA',\n  'Discovery Communications, Inc.',\n  'Discovery Communications, Inc. - Series A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DISCB',\n  'Discovery Communications, Inc.',\n  'Discovery Communications, Inc. - Series B Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DISCK',\n  'Discovery Communications, Inc.',\n  'Discovery Communications, Inc. - Series C Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DISH',\n  'DISH Network Corporation',\n  'DISH Network Corporation - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DJCO',\n  'Daily Journal Corp. (S.C.)',\n  'Daily Journal Corp. (S.C.) - Common Stock',\n  'S',\n  'N',\n  'E',\n  100.0],\n ['DLBL',\n  'Barclays PLC',\n  'Barclays PLC - iPath US Treasury Long Bond Bull ETN',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DLBS',\n  'Barclays PLC',\n  'Barclays PLC - iPath US Treasury Long Bond Bear ETN',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DLHC',\n  'DLH Holdings Corp.',\n  'DLH Holdings Corp. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DLTR',\n  'Dollar Tree, Inc.',\n  'Dollar Tree, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DMLP',\n  'Dorchester Minerals, L.P.',\n  'Dorchester Minerals, L.P. - Common Units Representing Limited Partnership Interests',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DMND',\n  'Diamond Foods, Inc.',\n  'Diamond Foods, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DMRC',\n  'Digimarc Corporation',\n  'Digimarc Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DNBF',\n  'DNB Financial Corp',\n  'DNB Financial Corp - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DNKN',\n  \"Dunkin' Brands Group, Inc.\",\n  \"Dunkin' Brands Group, Inc. - Common Stock\",\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DORM',\n  'Dorman Products, Inc.',\n  'Dorman Products, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DOVR',\n  'Dover Saddlery, Inc.',\n  'Dover Saddlery, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DOX',\n  'Amdocs Limited',\n  'Amdocs Limited - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DPRX',\n  'Dipexium Pharmaceuticals, Inc.',\n  'Dipexium Pharmaceuticals, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DRAD',\n  'Digirad Corporation',\n  'Digirad Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DRAM',\n  'Dataram Corporation',\n  'Dataram Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DRIV',\n  'Digital River, Inc.',\n  'Digital River, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DRNA',\n  'Dicerna Pharmaceuticals, Inc.',\n  'Dicerna Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DRRX',\n  'DURECT Corporation',\n  'DURECT Corporation - Common Stock',\n  'G',\n  'N',\n  'D',\n  100.0],\n ['DRWI',\n  'DragonWave Inc',\n  'DragonWave Inc - Common Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DRWIW',\n  'DragonWave Inc',\n  'DragonWave Inc - Warrants',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DRYS',\n  'DryShips Inc.',\n  'DryShips Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DSCI',\n  'Derma Sciences, Inc.',\n  'Derma Sciences, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DSCO',\n  'Discovery Laboratories, Inc.',\n  'Discovery Laboratories, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DSGX',\n  'The Descartes Systems Group Inc.',\n  'The Descartes Systems Group Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DSKX',\n  'DS Healthcare Group, Inc.',\n  'DS Healthcare Group, Inc. - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['DSKY',\n  'iDreamSky Technology Limited',\n  'iDreamSky Technology Limited - American Depositary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DSLV',\n  'Credit Suisse AG',\n  'Credit Suisse AG - VelocityShares 3x Inverse Silver ETN',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DSPG',\n  'DSP Group, Inc.',\n  'DSP Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DSWL',\n  'Deswell Industries, Inc.',\n  'Deswell Industries, Inc. - Common Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DTLK',\n  'Datalink Corporation',\n  'Datalink Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DTSI', 'DTS, Inc.', 'DTS, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['DTUL',\n  'Barclays PLC',\n  'Barclays PLC - iPath US Treasury 2 Yr Bull ETN',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DTUS',\n  'Barclays PLC',\n  'Barclays PLC - iPath US Treasury 2-year Bear ETN',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DTV', 'DIRECTV', 'DIRECTV - Common Stock', 'Q', 'N', 'N', 100.0],\n ['DTYL',\n  'Barclays PLC',\n  'Barclays PLC - iPath US Treasury 10 Year Bull ETN',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DTYS',\n  'Barclays PLC',\n  'Barclays PLC - iPath US Treasury 10-year Bear ETN',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DVAX',\n  'Dynavax Technologies Corporation',\n  'Dynavax Technologies Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DVCR',\n  'Diversicare Healthcare Services Inc.',\n  'Diversicare Healthcare Services Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DWA',\n  'Dreamworks Animation SKG, Inc.',\n  'Dreamworks Animation SKG, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DWAT',\n  'Arrow DWA Tactical ETF',\n  'Arrow DWA Tactical ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DWCH',\n  'Datawatch Corporation',\n  'Datawatch Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['DWSN',\n  'Dawson Geophysical Company',\n  'Dawson Geophysical Company - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DXCM', 'DexCom, Inc.', 'DexCom, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['DXGE',\n  'WisdomTree Germany Hedged Equity Fund',\n  'WisdomTree Germany Hedged Equity Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DXJS',\n  'WisdomTree Japan Hedged SmallCap Equity Fund',\n  'WisdomTree Japan Hedged SmallCap Equity Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DXKW',\n  'WisdomTree Korea Hedged Equity Fund',\n  'WisdomTree Korea Hedged Equity Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DXLG',\n  'Destination XL Group, Inc.',\n  'Destination XL Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DXM',\n  'Dex Media, Inc.',\n  'Dex Media, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DXPE',\n  'DXP Enterprises, Inc.',\n  'DXP Enterprises, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['DXPS',\n  'WisdomTree United Kingdom Hedged Equity Fund',\n  'WisdomTree United Kingdom Hedged Equity Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DXYN',\n  'The Dixie Group, Inc.',\n  'The Dixie Group, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['DYAX', 'Dyax Corp.', 'Dyax Corp. - Common Stock', 'G', 'N', 'N', 100.0],\n ['DYNT',\n  'Dynatronics Corporation',\n  'Dynatronics Corporation - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['DYSL',\n  'Dynasil Corporation of America',\n  'Dynasil Corporation of America - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['EA',\n  'Electronic Arts Inc.',\n  'Electronic Arts Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EAC',\n  'Erickson Incorporated',\n  'Erickson Incorporated - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EARS',\n  'Auris Medical Holding AG',\n  'Auris Medical Holding AG - Common Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EBAY', 'eBay Inc.', 'eBay Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['EBIO',\n  'Eleven Biotherapeutics, Inc.',\n  'Eleven Biotherapeutics, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EBIX', 'Ebix, Inc.', 'Ebix, Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['EBMT',\n  'Eagle Bancorp Montana, Inc.',\n  'Eagle Bancorp Montana, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EBSB',\n  'Meridian Bancorp, Inc.',\n  'Meridian Bancorp, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EBTC',\n  'Enterprise Bancorp Inc',\n  'Enterprise Bancorp Inc - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ECHO',\n  'Echo Global Logistics, Inc.',\n  'Echo Global Logistics, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ECOL',\n  'US Ecology, Inc.',\n  'US Ecology, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ECPG',\n  'Encore Capital Group Inc',\n  'Encore Capital Group Inc - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ECTE',\n  'Echo Therapeutics, Inc.',\n  'Echo Therapeutics, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ECYT',\n  'Endocyte, Inc.',\n  'Endocyte, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EDAP',\n  'EDAP TMS S.A.',\n  'EDAP TMS S.A. - American Depositary Shares, each representing One Ordinary Share',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EDGW',\n  'Edgewater Technology, Inc.',\n  'Edgewater Technology, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EDS',\n  'Exceed Company Ltd.',\n  'Exceed Company Ltd. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EDUC',\n  'Educational Development Corporation',\n  'Educational Development Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EEFT',\n  'Euronet Worldwide, Inc.',\n  'Euronet Worldwide, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EEI',\n  'Ecology and Environment, Inc.',\n  'Ecology and Environment, Inc. - Class A Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EEMA',\n  'iShares MSCI Emerging Markets Asia Index Fund',\n  'iShares MSCI Emerging Markets Asia Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EEME',\n  'iShares MSCI Emerging Markets EMEA Index Fund',\n  'iShares MSCI Emerging Markets EMEA Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EEML',\n  'iShares MSCI Emerging Markets Latin America Index Fund',\n  'iShares MSCI Emerging Markets Latin America Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EFII',\n  'Electronics for Imaging, Inc.',\n  'Electronics for Imaging, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EFOI',\n  'Energy Focus, Inc.',\n  'Energy Focus, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['EFSC',\n  'Enterprise Financial Services Corporation',\n  'Enterprise Financial Services Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EFUT',\n  'eFuture Information Technology Inc.',\n  'eFuture Information Technology Inc. - Ordinary Shares',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['EGAN',\n  'eGain Corporation',\n  'eGain Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['EGBN',\n  'Eagle Bancorp, Inc.',\n  'Eagle Bancorp, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['EGHT', '8x8 Inc', '8x8 Inc - Common Stock', 'Q', 'N', 'N', 100.0],\n ['EGLE',\n  'Eagle Bulk Shipping Inc.',\n  'Eagle Bulk Shipping Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EGLT',\n  'Egalet Corporation',\n  'Egalet Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EGOV', 'NIC Inc.', 'NIC Inc. - Common Stock', 'Q', 'N', 'N', 100.0],\n ['EGRW',\n  'iShares MSCI Emerging Markets Growth Index Fund',\n  'iShares MSCI Emerging Markets Growth Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EGRX',\n  'Eagle Pharmaceuticals, Inc.',\n  'Eagle Pharmaceuticals, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EGT',\n  'Entertainment Gaming Asia Incorporated',\n  'Entertainment Gaming Asia Incorporated - Common Stock',\n  'S',\n  'N',\n  'D',\n  100.0],\n ['EHTH',\n  'eHealth, Inc.',\n  'eHealth, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EIGI',\n  'Endurance International Group Holdings, Inc.',\n  'Endurance International Group Holdings, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ELGX',\n  'Endologix, Inc.',\n  'Endologix, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ELNK',\n  'EarthLink Holdings Corp.',\n  'EarthLink Holdings Corp. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ELON',\n  'Echelon Corporation',\n  'Echelon Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ELOS',\n  'Syneron Medical Ltd.',\n  'Syneron Medical Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ELRC',\n  'Electro Rent Corporation',\n  'Electro Rent Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ELSE',\n  'Electro',\n  'Electro-Sensors, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ELTK', 'Eltek Ltd.', 'Eltek Ltd. - Ordinary Shares', 'S', 'N', 'N', 100.0],\n ['EMCB',\n  'WisdomTree Emerging Markets Corporate Bond Fund',\n  'WisdomTree Emerging Markets Corporate Bond Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EMCF',\n  'Emclaire Financial Corp',\n  'Emclaire Financial Corp - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['EMCG',\n  'WisdomTree Emerging Markets Consumer Growth Fund',\n  'WisdomTree Emerging Markets Consumer Growth Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EMCI',\n  'EMC Insurance Group Inc.',\n  'EMC Insurance Group Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EMDI',\n  'iShares MSCI Emerging Markets Consumer Discrectionary Sector Index Fund',\n  'iShares MSCI Emerging Markets Consumer Discrectionary Sector Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EMEY',\n  'iShares MSCI Emerging Markets Energy Sector Capped Index Fund',\n  'iShares MSCI Emerging Markets Energy Sector Capped Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EMIF',\n  'iShares S&P Emerging Markets Infrastructure Index Fund',\n  'iShares S&P Emerging Markets Infrastructure Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EMITF',\n  'Elbit Imaging Ltd.',\n  'Elbit Imaging Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EMKR',\n  'EMCORE Corporation',\n  'EMCORE Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EML',\n  'Eastern Company (The)',\n  'Eastern Company (The) - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EMMS',\n  'Emmis Communications Corporation',\n  'Emmis Communications Corporation - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EMMSP',\n  'Emmis Communications Corporation',\n  'Emmis Communications Corporation - 6.25% Series A Cumulative Convertible Preferred Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ENDP',\n  'Endo International plc',\n  'Endo International plc - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ENFC',\n  'Entegra Financial Corp.',\n  'Entegra Financial Corp. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ENG',\n  'ENGlobal Corporation',\n  'ENGlobal Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ENOC',\n  'EnerNOC, Inc.',\n  'EnerNOC, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ENPH',\n  'Enphase Energy, Inc.',\n  'Enphase Energy, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ENSG',\n  'The Ensign Group, Inc.',\n  'The Ensign Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ENT',\n  'Global Eagle Entertainment Inc.',\n  'Global Eagle Entertainment Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ENTA',\n  'Enanta Pharmaceuticals, Inc.',\n  'Enanta Pharmaceuticals, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ENTG',\n  'Entegris, Inc.',\n  'Entegris, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ENTR',\n  'Entropic Communications, Inc.',\n  'Entropic Communications, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ENVI',\n  'Envivio, Inc.',\n  'Envivio, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ENZN',\n  'Enzon Pharmaceuticals, Inc.',\n  'Enzon Pharmaceuticals, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ENZY',\n  'Enzymotec Ltd.',\n  'Enzymotec Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EOPN', 'E2open, Inc.', 'E2open, Inc. - Common Stock', 'G', 'N', 'N', 100.0],\n ['EPAX',\n  'Ambassadors Group, Inc.',\n  'Ambassadors Group, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EPAY',\n  'Bottomline Technologies, Inc.',\n  'Bottomline Technologies, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EPIQ',\n  'EPIQ Systems, Inc.',\n  'EPIQ Systems, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EPRS',\n  'EPIRUS Biopharmaceuticals, Inc.',\n  'EPIRUS Biopharmaceuticals, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['EPZM',\n  'Epizyme, Inc.',\n  'Epizyme, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EQIX',\n  'Equinix, Inc.',\n  'Equinix, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ERI',\n  'Eldorado Resorts, Inc.',\n  'Eldorado Resorts, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ERIC',\n  'Ericsson',\n  'Ericsson - ADS each representing 1 underlying Class B share',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ERIE',\n  'Erie Indemnity Company',\n  'Erie Indemnity Company - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ERII',\n  'Energy Recovery, Inc.',\n  'Energy Recovery, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EROC',\n  'Eagle Rock Energy Partners, L.P.',\n  'Eagle Rock Energy Partners, L.P. - Common Units Representing Limited Partner Interests',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ERS',\n  'Empire Resources, Inc.',\n  'Empire Resources, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ERW',\n  'VelocityShares Equal Risk Weighted Large Cap ETF',\n  'VelocityShares Equal Risk Weighted Large Cap ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ESBF',\n  'ESB Financial Corporation',\n  'ESB Financial Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ESBK',\n  'Elmira Savings Bank NY (The)',\n  'Elmira Savings Bank NY (The) - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ESCA',\n  'Escalade, Incorporated',\n  'Escalade, Incorporated - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ESCR',\n  'Escalera Resources Co.',\n  'Escalera Resources Co. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ESCRP',\n  'Escalera Resources Co.',\n  'Escalera Resources Co. - Series A Cumulative Preferred Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ESEA',\n  'Euroseas Ltd.',\n  'Euroseas Ltd. - Common Stock',\n  'Q',\n  'N',\n  'D',\n  100.0],\n ['ESGR',\n  'Enstar Group Limited',\n  'Enstar Group Limited - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ESIO',\n  'Electro Scientific Industries, Inc.',\n  'Electro Scientific Industries, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ESLT',\n  'Elbit Systems Ltd.',\n  'Elbit Systems Ltd. - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ESMC',\n  'Escalon Medical Corp.',\n  'Escalon Medical Corp. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ESPR',\n  'Esperion Therapeutics, Inc.',\n  'Esperion Therapeutics, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['ESRX',\n  'Express Scripts Holding Company',\n  'Express Scripts Holding Company - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ESSA',\n  'ESSA Bancorp, Inc.',\n  'ESSA Bancorp, Inc. - common stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ESSX',\n  'Essex Rental Corporation',\n  'Essex Rental Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ESXB',\n  'Community Bankers Trust Corporation.',\n  'Community Bankers Trust Corporation. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ESYS',\n  'Elecsys Corporation',\n  'Elecsys Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['ETFC',\n  'E*TRADE Financial Corporation',\n  'E*TRADE Financial Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['ETRM',\n  'EnteroMedics Inc.',\n  'EnteroMedics Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['EUFN',\n  'iShares MSCI Europe Financials Sector Index Fund',\n  'iShares MSCI Europe Financials Sector Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EVAL',\n  'iShares MSCI Emerging Markets Value Index Fund',\n  'iShares MSCI Emerging Markets Value Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EVAR',\n  'Lombard Medical, Inc.',\n  'Lombard Medical, Inc. - Ordinary Shares',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EVBS',\n  'Eastern Virginia Bankshares, Inc.',\n  'Eastern Virginia Bankshares, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EVEP',\n  'EV Energy Partners, L.P.',\n  'EV Energy Partners, L.P. - common units representing limited partnership interest',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EVK',\n  'Ever',\n  'Ever-Glory International Group, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EVLV',\n  'EVINE Live Inc.',\n  'EVINE Live Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EVOK',\n  'Evoke Pharma, Inc.',\n  'Evoke Pharma, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['EVOL',\n  'Evolving Systems, Inc.',\n  'Evolving Systems, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['EVRY',\n  'EveryWare Global, Inc.',\n  'EveryWare Global, Inc. - Common Stock',\n  'G',\n  'N',\n  'D',\n  100.0],\n ['EWBC',\n  'East West Bancorp, Inc.',\n  'East West Bancorp, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EXA',\n  'Exa Corporation',\n  'Exa Corporation - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['EXAC',\n  'Exactech, Inc.',\n  'Exactech, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EXAS',\n  'Exact Sciences Corporation',\n  'Exact Sciences Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['EXEL',\n  'Exelixis, Inc.',\n  'Exelixis, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EXFO',\n  'EXFO Inc',\n  'EXFO Inc - Subordinate Voting Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EXLP',\n  'Exterran Partners, L.P.',\n  'Exterran Partners, L.P. - Common Units representing Limited Partner Interests',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EXLS',\n  'ExlService Holdings, Inc.',\n  'ExlService Holdings, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EXPD',\n  'Expeditors International of Washington, Inc.',\n  'Expeditors International of Washington, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EXPE',\n  'Expedia, Inc.',\n  'Expedia, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EXPO',\n  'Exponent, Inc.',\n  'Exponent, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EXTR',\n  'Extreme Networks, Inc.',\n  'Extreme Networks, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EXXI',\n  'Energy XXI Ltd.',\n  'Energy XXI Ltd. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EYES',\n  'Second Sight Medical Products, Inc.',\n  'Second Sight Medical Products, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['EZCH',\n  'EZchip Semiconductor Limited',\n  'EZchip Semiconductor Limited - Ordinary Shares',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['EZPW',\n  'EZCORP, Inc.',\n  'EZCORP, Inc. - Class A Non-Voting Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FALC',\n  'FalconStor Software, Inc.',\n  'FalconStor Software, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['FANG',\n  'Diamondback Energy, Inc.',\n  'Diamondback Energy, Inc. - Commmon Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FARM',\n  'Farmer Brothers Company',\n  'Farmer Brothers Company - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FARO',\n  'FARO Technologies, Inc.',\n  'FARO Technologies, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FAST',\n  'Fastenal Company',\n  'Fastenal Company - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FATE',\n  'Fate Therapeutics, Inc.',\n  'Fate Therapeutics, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['FB',\n  'Facebook, Inc.',\n  'Facebook, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FBIZ',\n  'First Business Financial Services, Inc.',\n  'First Business Financial Services, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FBMS',\n  'The First Bancshares, Inc.',\n  'The First Bancshares, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['FBNC',\n  'First Bancorp',\n  'First Bancorp - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FBNK',\n  'First Connecticut Bancorp, Inc.',\n  'First Connecticut Bancorp, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FBRC', 'FBR & Co', 'FBR & Co - Common Stock', 'Q', 'N', 'N', 100.0],\n ['FBSS',\n  'Fauquier Bankshares, Inc.',\n  'Fauquier Bankshares, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['FCAP',\n  'First Capital, Inc.',\n  'First Capital, Inc. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['FCBC',\n  'First Community Bancshares, Inc.',\n  'First Community Bancshares, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FCCO',\n  'First Community Corporation',\n  'First Community Corporation - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['FCCY',\n  '1st Constitution Bancorp (NJ)',\n  '1st Constitution Bancorp (NJ) - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['FCEL',\n  'FuelCell Energy, Inc.',\n  'FuelCell Energy, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['FCFS',\n  'First Cash Financial Services, Inc.',\n  'First Cash Financial Services, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FCHI',\n  'iShares FTSE China (HK Listed) Index Fund',\n  'iShares FTSE China (HK Listed) Index Fund',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['FCLF',\n  'First Clover Leaf Financial Corp.',\n  'First Clover Leaf Financial Corp. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['FCNCA',\n  'First Citizens BancShares, Inc.',\n  'First Citizens BancShares, Inc. - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FCS',\n  'Fairchild Semiconductor International, Inc.',\n  'Fairchild Semiconductor International, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FCSC',\n  'Fibrocell Science Inc',\n  'Fibrocell Science Inc - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['FCTY',\n  '1st Century Bancshares, Inc',\n  '1st Century Bancshares, Inc - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['FCVA',\n  'First Capital Bancorp, Inc. (VA)',\n  'First Capital Bancorp, Inc. (VA) - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['FCZA',\n  'First Citizens Banc Corp.',\n  'First Citizens Banc Corp. - Common Stock',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['FCZAP',\n  'First Citizens Banc Corp.',\n  'First Citizens Banc Corp. - Depositary Shares Each Representing a 1/40th Interest in a 6.50% Noncumulative Redeemable Convertible Perpetual Preferred Share, Series B',\n  'S',\n  'N',\n  'N',\n  100.0],\n ['FDEF',\n  'First Defiance Financial Corp.',\n  'First Defiance Financial Corp. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FDIV',\n  'First Trust Strategic Income ETF',\n  'First Trust Strategic Income ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['FDML',\n  'Federal',\n  'Federal-Mogul Holdings Corporation - Class A Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FDUS',\n  'Fidus Investment Corporation',\n  'Fidus Investment Corporation - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FEIC', 'FEI Company', 'FEI Company - Common Stock', 'Q', 'N', 'N', 100.0],\n ['FEIM',\n  'Frequency Electronics, Inc.',\n  'Frequency Electronics, Inc. - Common Stock',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['FELE',\n  'Franklin Electric Co., Inc.',\n  'Franklin Electric Co., Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FEMB',\n  'First Trust Emerging Markets Local Currency Bond ETF',\n  'First Trust Emerging Markets Local Currency Bond ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['FES',\n  'Forbes Energy Services Ltd',\n  'Forbes Energy Services Ltd - Ordinary shares (Bermuda)',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['FEUZ',\n  'First Trust Eurozone AlphaDEX ETF',\n  'First Trust Eurozone AlphaDEX ETF',\n  'G',\n  'N',\n  'N',\n  100.0],\n ['FEYE',\n  'FireEye, Inc.',\n  'FireEye, Inc. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FFBC',\n  'First Financial Bancorp.',\n  'First Financial Bancorp. - Common Stock',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FFBCW',\n  'First Financial Bancorp.',\n  'First Financial Bancorp. - Warrant 12/23/2018',\n  'Q',\n  'N',\n  'N',\n  100.0],\n ['FFHL',\n  'Fuwei Films (Holdings) Co., Ltd.',\n  'Fuwei Films (Holdings) Co., Ltd. - ORDINARY SHARES',\n  'G',\n  'N',\n  'D',\n  100.0],\n ...]"
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "parse_nasdaq(nasdaq)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:03:16.524751100Z",
     "start_time": "2023-11-02T10:03:16.407719700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "outputs": [],
   "source": [
    "census = 'st-2001est-01.csv'"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:05:32.004275400Z",
     "start_time": "2023-11-02T10:05:31.989170900Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Geographic Area,\"July 1, 2001 Estimate\",\"July 1, 2000 Estimate\",\"April 1, 2000 Population Estimates Base\"\n",
      "\n",
      "United States,\" 284,796,887 \",\" 282,124,631 \",\" 281,421,906 \"\n",
      "\n",
      "Alabama,\" 4,464,356 \",\" 4,451,493 \",\" 4,447,100 \"\n",
      "\n",
      "Alaska,\" 634,892 \",\" 627,601 \",\" 626,932 \"\n",
      "\n"
     ]
    }
   ],
   "source": [
    "with open(census) as f:\n",
    "    for _ in range(_):\n",
    "        print(next(f))"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:05:33.700830800Z",
     "start_time": "2023-11-02T10:05:33.679277200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Geographic Area', 'July 1, 2001 Estimate', 'July 1, 2000 Estimate', 'April 1, 2000 Population Estimates Base']\n",
      "['United States', ' 284,796,887 ', ' 282,124,631 ', ' 281,421,906 ']\n",
      "['Alabama', ' 4,464,356 ', ' 4,451,493 ', ' 4,447,100 ']\n",
      "['Alaska', ' 634,892 ', ' 627,601 ', ' 626,932 ']\n",
      "['Arizona', ' 5,307,331 ', ' 5,165,274 ', ' 5,130,632 ']\n",
      "['Arkansas', ' 2,692,090 ', ' 2,678,030 ', ' 2,673,400 ']\n",
      "['California', ' 34,501,130 ', ' 34,000,446 ', ' 33,871,648 ']\n",
      "['Colorado', ' 4,417,714 ', ' 4,323,410 ', ' 4,301,261 ']\n",
      "['Connecticut', ' 3,425,074 ', ' 3,410,079 ', ' 3,405,565 ']\n",
      "['Delaware', ' 796,165 ', ' 786,234 ', ' 783,600 ']\n",
      "['District of Columbia', ' 571,822 ', ' 571,066 ', ' 572,059 ']\n",
      "['Florida', ' 16,396,515 ', ' 16,054,328 ', ' 15,982,378 ']\n",
      "['Georgia', ' 8,383,915 ', ' 8,229,823 ', ' 8,186,453 ']\n",
      "['Hawaii', ' 1,224,398 ', ' 1,212,281 ', ' 1,211,537 ']\n",
      "['Idaho', ' 1,321,006 ', ' 1,299,258 ', ' 1,293,953 ']\n",
      "['Illinois', ' 12,482,301 ', ' 12,435,970 ', ' 12,419,293 ']\n",
      "['Indiana', ' 6,114,745 ', ' 6,089,950 ', ' 6,080,485 ']\n",
      "['Iowa', ' 2,923,179 ', ' 2,927,509 ', ' 2,926,324 ']\n",
      "['Kansas', ' 2,694,641 ', ' 2,691,750 ', ' 2,688,418 ']\n",
      "['Kentucky', ' 4,065,556 ', ' 4,047,424 ', ' 4,041,769 ']\n",
      "['Louisiana', ' 4,465,430 ', ' 4,469,970 ', ' 4,468,976 ']\n",
      "['Maine', ' 1,286,670 ', ' 1,276,961 ', ' 1,274,923 ']\n",
      "['Maryland', ' 5,375,156 ', ' 5,310,908 ', ' 5,296,486 ']\n",
      "['Massachusetts', ' 6,379,304 ', ' 6,357,072 ', ' 6,349,097 ']\n",
      "['Michigan', ' 9,990,817 ', ' 9,952,006 ', ' 9,938,444 ']\n",
      "['Minnesota', ' 4,972,294 ', ' 4,931,093 ', ' 4,919,479 ']\n",
      "['Mississippi', ' 2,858,029 ', ' 2,849,100 ', ' 2,844,658 ']\n",
      "['Missouri', ' 5,629,707 ', ' 5,603,553 ', ' 5,595,211 ']\n",
      "['Montana', ' 904,433 ', ' 903,157 ', ' 902,195 ']\n",
      "['Nebraska', ' 1,713,235 ', ' 1,712,577 ', ' 1,711,263 ']\n",
      "['Nevada', ' 2,106,074 ', ' 2,018,723 ', ' 1,998,257 ']\n",
      "['New Hampshire', ' 1,259,181 ', ' 1,239,881 ', ' 1,235,786 ']\n",
      "['New Jersey', ' 8,484,431 ', ' 8,429,007 ', ' 8,414,350 ']\n",
      "['New Mexico', ' 1,829,146 ', ' 1,821,282 ', ' 1,819,046 ']\n",
      "['New York', ' 19,011,378 ', ' 18,989,332 ', ' 18,976,457 ']\n",
      "['North Carolina', ' 8,186,268 ', ' 8,077,367 ', ' 8,049,313 ']\n",
      "['North Dakota', ' 634,448 ', ' 640,919 ', ' 642,200 ']\n",
      "['Ohio', ' 11,373,541 ', ' 11,359,955 ', ' 11,353,140 ']\n",
      "['Oklahoma', ' 3,460,097 ', ' 3,453,250 ', ' 3,450,654 ']\n",
      "['Oregon', ' 3,472,867 ', ' 3,429,293 ', ' 3,421,399 ']\n",
      "['Pennsylvania', ' 12,287,150 ', ' 12,282,591 ', ' 12,281,054 ']\n",
      "['Rhode Island', ' 1,058,920 ', ' 1,050,236 ', ' 1,048,319 ']\n",
      "['South Carolina', ' 4,063,011 ', ' 4,023,438 ', ' 4,012,012 ']\n",
      "['South Dakota', ' 756,600 ', ' 755,509 ', ' 754,844 ']\n",
      "['Tennessee', ' 5,740,021 ', ' 5,702,027 ', ' 5,689,283 ']\n",
      "['Texas', ' 21,325,018 ', ' 20,946,503 ', ' 20,851,820 ']\n",
      "['Utah', ' 2,269,789 ', ' 2,241,555 ', ' 2,233,169 ']\n",
      "['Vermont', ' 613,090 ', ' 609,709 ', ' 608,827 ']\n",
      "['Virginia', ' 7,187,734 ', ' 7,104,016 ', ' 7,078,515 ']\n",
      "['Washington', ' 5,987,973 ', ' 5,908,372 ', ' 5,894,121 ']\n",
      "['West Virginia', ' 1,801,916 ', ' 1,807,099 ', ' 1,808,344 ']\n",
      "['Wisconsin', ' 5,401,906 ', ' 5,372,243 ', ' 5,363,675 ']\n",
      "['Wyoming', ' 494,423 ', ' 494,001 ', ' 493,782 ']\n"
     ]
    }
   ],
   "source": [
    "with open(census) as f:\n",
    "    reader = csv.reader(f)\n",
    "    for row in reader:\n",
    "        print(row)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:06:29.320652500Z",
     "start_time": "2023-11-02T10:06:29.278826200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "outputs": [],
   "source": [
    "try:\n",
    "    int(' 494_423 ')\n",
    "except Exception as ex:\n",
    "    print(ex)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:08:36.141062800Z",
     "start_time": "2023-11-02T10:08:36.125058400Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Geographic Area,\"July 1, 2001 Estimate\",\"July 1, 2000 Estimate\",\"April 1, 2000 Population Estimates Base\"\n",
      "\n",
      "['United States', 284796887, 282124631, 281421906]\n",
      "['Alabama', 4464356, 4451493, 4447100]\n",
      "['Alaska', 634892, 627601, 626932]\n",
      "['Arizona', 5307331, 5165274, 5130632]\n",
      "['Arkansas', 2692090, 2678030, 2673400]\n",
      "['California', 34501130, 34000446, 33871648]\n",
      "['Colorado', 4417714, 4323410, 4301261]\n",
      "['Connecticut', 3425074, 3410079, 3405565]\n",
      "['Delaware', 796165, 786234, 783600]\n",
      "['District of Columbia', 571822, 571066, 572059]\n",
      "['Florida', 16396515, 16054328, 15982378]\n",
      "['Georgia', 8383915, 8229823, 8186453]\n",
      "['Hawaii', 1224398, 1212281, 1211537]\n",
      "['Idaho', 1321006, 1299258, 1293953]\n",
      "['Illinois', 12482301, 12435970, 12419293]\n",
      "['Indiana', 6114745, 6089950, 6080485]\n",
      "['Iowa', 2923179, 2927509, 2926324]\n",
      "['Kansas', 2694641, 2691750, 2688418]\n",
      "['Kentucky', 4065556, 4047424, 4041769]\n",
      "['Louisiana', 4465430, 4469970, 4468976]\n",
      "['Maine', 1286670, 1276961, 1274923]\n",
      "['Maryland', 5375156, 5310908, 5296486]\n",
      "['Massachusetts', 6379304, 6357072, 6349097]\n",
      "['Michigan', 9990817, 9952006, 9938444]\n",
      "['Minnesota', 4972294, 4931093, 4919479]\n",
      "['Mississippi', 2858029, 2849100, 2844658]\n",
      "['Missouri', 5629707, 5603553, 5595211]\n",
      "['Montana', 904433, 903157, 902195]\n",
      "['Nebraska', 1713235, 1712577, 1711263]\n",
      "['Nevada', 2106074, 2018723, 1998257]\n",
      "['New Hampshire', 1259181, 1239881, 1235786]\n",
      "['New Jersey', 8484431, 8429007, 8414350]\n",
      "['New Mexico', 1829146, 1821282, 1819046]\n",
      "['New York', 19011378, 18989332, 18976457]\n",
      "['North Carolina', 8186268, 8077367, 8049313]\n",
      "['North Dakota', 634448, 640919, 642200]\n",
      "['Ohio', 11373541, 11359955, 11353140]\n",
      "['Oklahoma', 3460097, 3453250, 3450654]\n",
      "['Oregon', 3472867, 3429293, 3421399]\n",
      "['Pennsylvania', 12287150, 12282591, 12281054]\n",
      "['Rhode Island', 1058920, 1050236, 1048319]\n",
      "['South Carolina', 4063011, 4023438, 4012012]\n",
      "['South Dakota', 756600, 755509, 754844]\n",
      "['Tennessee', 5740021, 5702027, 5689283]\n",
      "['Texas', 21325018, 20946503, 20851820]\n",
      "['Utah', 2269789, 2241555, 2233169]\n",
      "['Vermont', 613090, 609709, 608827]\n",
      "['Virginia', 7187734, 7104016, 7078515]\n",
      "['Washington', 5987973, 5908372, 5894121]\n",
      "['West Virginia', 1801916, 1807099, 1808344]\n",
      "['Wisconsin', 5401906, 5372243, 5363675]\n",
      "['Wyoming', 494423, 494001, 493782]\n"
     ]
    }
   ],
   "source": [
    "with open(census) as f:\n",
    "    reader = csv.reader(f)\n",
    "    headers = next(f)\n",
    "    print(headers)\n",
    "    for row in reader:\n",
    "        area = row[0]\n",
    "        data = row[1:]\n",
    "        data = [area] + [int(field.replace(',', '')) for field in data]\n",
    "        print(data)\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:13:34.249522700Z",
     "start_time": "2023-11-02T10:13:34.223515600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "outputs": [],
   "source": [
    "def parse_census_data(file_name):\n",
    "    results = []\n",
    "    with open(census) as f:\n",
    "        reader = csv.reader(f)\n",
    "        headers = next(reader)\n",
    "        results.append(headers)\n",
    "        for row in reader:\n",
    "            area = row[0]\n",
    "            data = row[1:]\n",
    "            data = [area] + [int(field.replace(',', '')) for field in data]\n",
    "            results.append(data)\n",
    "    return results"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:23:41.433863300Z",
     "start_time": "2023-11-02T10:23:41.385789800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "outputs": [
    {
     "data": {
      "text/plain": "[['Geographic Area',\n  'July 1, 2001 Estimate',\n  'July 1, 2000 Estimate',\n  'April 1, 2000 Population Estimates Base'],\n ['United States', 284796887, 282124631, 281421906],\n ['Alabama', 4464356, 4451493, 4447100],\n ['Alaska', 634892, 627601, 626932],\n ['Arizona', 5307331, 5165274, 5130632],\n ['Arkansas', 2692090, 2678030, 2673400],\n ['California', 34501130, 34000446, 33871648],\n ['Colorado', 4417714, 4323410, 4301261],\n ['Connecticut', 3425074, 3410079, 3405565],\n ['Delaware', 796165, 786234, 783600],\n ['District of Columbia', 571822, 571066, 572059],\n ['Florida', 16396515, 16054328, 15982378],\n ['Georgia', 8383915, 8229823, 8186453],\n ['Hawaii', 1224398, 1212281, 1211537],\n ['Idaho', 1321006, 1299258, 1293953],\n ['Illinois', 12482301, 12435970, 12419293],\n ['Indiana', 6114745, 6089950, 6080485],\n ['Iowa', 2923179, 2927509, 2926324],\n ['Kansas', 2694641, 2691750, 2688418],\n ['Kentucky', 4065556, 4047424, 4041769],\n ['Louisiana', 4465430, 4469970, 4468976],\n ['Maine', 1286670, 1276961, 1274923],\n ['Maryland', 5375156, 5310908, 5296486],\n ['Massachusetts', 6379304, 6357072, 6349097],\n ['Michigan', 9990817, 9952006, 9938444],\n ['Minnesota', 4972294, 4931093, 4919479],\n ['Mississippi', 2858029, 2849100, 2844658],\n ['Missouri', 5629707, 5603553, 5595211],\n ['Montana', 904433, 903157, 902195],\n ['Nebraska', 1713235, 1712577, 1711263],\n ['Nevada', 2106074, 2018723, 1998257],\n ['New Hampshire', 1259181, 1239881, 1235786],\n ['New Jersey', 8484431, 8429007, 8414350],\n ['New Mexico', 1829146, 1821282, 1819046],\n ['New York', 19011378, 18989332, 18976457],\n ['North Carolina', 8186268, 8077367, 8049313],\n ['North Dakota', 634448, 640919, 642200],\n ['Ohio', 11373541, 11359955, 11353140],\n ['Oklahoma', 3460097, 3453250, 3450654],\n ['Oregon', 3472867, 3429293, 3421399],\n ['Pennsylvania', 12287150, 12282591, 12281054],\n ['Rhode Island', 1058920, 1050236, 1048319],\n ['South Carolina', 4063011, 4023438, 4012012],\n ['South Dakota', 756600, 755509, 754844],\n ['Tennessee', 5740021, 5702027, 5689283],\n ['Texas', 21325018, 20946503, 20851820],\n ['Utah', 2269789, 2241555, 2233169],\n ['Vermont', 613090, 609709, 608827],\n ['Virginia', 7187734, 7104016, 7078515],\n ['Washington', 5987973, 5908372, 5894121],\n ['West Virginia', 1801916, 1807099, 1808344],\n ['Wisconsin', 5401906, 5372243, 5363675],\n ['Wyoming', 494423, 494001, 493782]]"
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "parse_census_data(census)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:23:42.208718Z",
     "start_time": "2023-11-02T10:23:42.155635600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "outputs": [],
   "source": [
    "data = [\n",
    "    ['First Name', 'Last Name', 'DOB', 'Sketches'],\n",
    "    ['John', 'Cleese', '10/27/39', \"The Cheese Shop, Ministry of Silly Walks, It's the Arts\"],\n",
    "    ['Eric', 'Idle', '3/29/43', 'The Cheese Shop, Nudge Nudge, \"Spam\"'],\n",
    "    ['Peter', \"O'Toole\", '8/2/32', 'Lawrence of Arabia']\n",
    "]"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:26:22.776786600Z",
     "start_time": "2023-11-02T10:26:22.722729500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "outputs": [],
   "source": [
    "with open('test.csv', 'w') as f:\n",
    "    writer = csv.writer(f)\n",
    "    for row in data:\n",
    "        writer.writerow(row)\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:27:47.405842Z",
     "start_time": "2023-11-02T10:27:47.344806200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "First Name,Last Name,DOB,Sketches\n",
      "\n",
      "John,Cleese,10/27/39,\"The Cheese Shop, Ministry of Silly Walks, It's the Arts\"\n",
      "\n",
      "Eric,Idle,3/29/43,\"The Cheese Shop, Nudge Nudge, \"\"Spam\"\"\"\n",
      "\n",
      "Peter,O'Toole,8/2/32,Lawrence of Arabia\n",
      "\n"
     ]
    }
   ],
   "source": [
    "with open('test.csv') as f:\n",
    "    for row in f:\n",
    "        print(row, end='')"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:28:42.398278Z",
     "start_time": "2023-11-02T10:28:42.366281300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "outputs": [
    {
     "data": {
      "text/plain": "['excel', 'excel-tab', 'unix', 'pdv']"
     },
     "execution_count": 97,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "csv.list_dialects()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:29:25.302311800Z",
     "start_time": "2023-11-02T10:29:25.239030500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "outputs": [],
   "source": [
    "with open('test.csv', 'w') as f:\n",
    "    writer = csv.writer(f, dialect='pdv')\n",
    "    for row in data:\n",
    "        writer.writerow(row)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:30:48.709281500Z",
     "start_time": "2023-11-02T10:30:48.655282200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "First Name|Last Name|DOB|Sketches\n",
      "\n",
      "John|Cleese|10/27/39|'The Cheese Shop, Ministry of Silly Walks, It''s the Arts'\n",
      "\n",
      "Eric|Idle|3/29/43|The Cheese Shop, Nudge Nudge, \"Spam\"\n",
      "\n",
      "Peter|'O''Toole'|8/2/32|Lawrence of Arabia\n",
      "\n"
     ]
    }
   ],
   "source": [
    "with open('test.csv') as f:\n",
    "    for row in f:\n",
    "        print(row, end='')"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T10:31:28.332435Z",
     "start_time": "2023-11-02T10:31:28.309584900Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "outputs": [],
   "source": [
    "data = [\n",
    "    {'a': '1_a', 'b': '1_b', 'c': '1_c'},\n",
    "    {'c': '2_c', 'd': '2_d'},\n",
    "    {'a': '3_a', 'c': '3_c', 'e': '3_e'}\n",
    "]"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T11:40:08.381862800Z",
     "start_time": "2023-11-02T11:40:08.358944300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "outputs": [
    {
     "data": {
      "text/plain": "{'a', 'b', 'c', 'd', 'e'}"
     },
     "execution_count": 125,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "keys = {}\n",
    "for d in data:\n",
    "    keys = keys | d.keys()\n",
    "keys"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T11:41:03.880616100Z",
     "start_time": "2023-11-02T11:41:03.851618500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "outputs": [],
   "source": [
    "flattend = []\n",
    "for d in data:\n",
    "    row_list = []\n",
    "    for key in keys:\n",
    "        row_list.append(d.get(key, ''))\n",
    "    flattend.append(row_list)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T11:43:49.242533400Z",
     "start_time": "2023-11-02T11:43:49.219075600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "outputs": [
    {
     "data": {
      "text/plain": "[['1_b', '1_a', '', '1_c', ''],\n ['', '', '2_d', '2_c', ''],\n ['', '3_a', '', '3_c', '3_e']]"
     },
     "execution_count": 132,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "flattend"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T11:43:49.757170500Z",
     "start_time": "2023-11-02T11:43:49.735169700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 133,
   "outputs": [],
   "source": [
    "flattend = [[d.get(key, '') for key in keys] for d in data]"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T11:44:56.338370500Z",
     "start_time": "2023-11-02T11:44:56.293328800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "outputs": [
    {
     "data": {
      "text/plain": "[['1_b', '1_a', '', '1_c', ''],\n ['', '', '2_d', '2_c', ''],\n ['', '3_a', '', '3_c', '3_e']]"
     },
     "execution_count": 134,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "flattend"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T11:44:58.841956Z",
     "start_time": "2023-11-02T11:44:58.795250800Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 138,
   "outputs": [],
   "source": [
    "def flattend_to_csv(data, out_file):\n",
    "    keys = {}\n",
    "    for d in data:\n",
    "        keys = keys | d.keys()\n",
    "    keys = list(keys)\n",
    "\n",
    "    with open(out_file, 'w') as f:\n",
    "        writer = csv.writer(f)\n",
    "        writer.writerow(keys)\n",
    "        for row in flattend:\n",
    "            writer.writerow(row)\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T11:49:18.385654500Z",
     "start_time": "2023-11-02T11:49:18.358515300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 139,
   "outputs": [],
   "source": [
    "flattend_to_csv(data, 'test.csv')"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T11:49:20.138007100Z",
     "start_time": "2023-11-02T11:49:20.089006600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "outputs": [],
   "source": [
    "d = dict(a=1, b=2, c=3)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T12:03:40.828090400Z",
     "start_time": "2023-11-02T12:03:40.778088100Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 141,
   "outputs": [
    {
     "data": {
      "text/plain": "{'a': 1, 'b': 2, 'c': 3}"
     },
     "execution_count": 141,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T12:03:42.037995700Z",
     "start_time": "2023-11-02T12:03:41.959774200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 142,
   "outputs": [
    {
     "data": {
      "text/plain": "1"
     },
     "execution_count": 142,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d.get('a', 100)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T12:04:38.255481700Z",
     "start_time": "2023-11-02T12:04:38.179480900Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 143,
   "outputs": [
    {
     "data": {
      "text/plain": "100"
     },
     "execution_count": 143,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d.get('d', 100)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T12:04:50.543599Z",
     "start_time": "2023-11-02T12:04:50.470595600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 154,
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "unhashable type: 'list'",
     "output_type": "error",
     "traceback": [
      "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m",
      "\u001B[1;31mTypeError\u001B[0m                                 Traceback (most recent call last)",
      "\u001B[1;32m~\\AppData\\Local\\Temp\\ipykernel_21304\\1759200866.py\u001B[0m in \u001B[0;36m<module>\u001B[1;34m\u001B[0m\n\u001B[1;32m----> 1\u001B[1;33m \u001B[0ml\u001B[0m \u001B[1;33m=\u001B[0m \u001B[0mset\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;33m[\u001B[0m\u001B[0mkey\u001B[0m \u001B[1;32mfor\u001B[0m \u001B[0mkey\u001B[0m \u001B[1;32min\u001B[0m \u001B[0mrow\u001B[0m\u001B[1;33m]\u001B[0m \u001B[1;32mfor\u001B[0m \u001B[0mrow\u001B[0m \u001B[1;32min\u001B[0m \u001B[0mdata\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0m",
      "\u001B[1;31mTypeError\u001B[0m: unhashable type: 'list'"
     ]
    }
   ],
   "source": [],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T12:09:51.327415Z",
     "start_time": "2023-11-02T12:09:51.307369900Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 155,
   "outputs": [
    {
     "data": {
      "text/plain": "[['a', 'b', 'c'], ['c', 'd'], ['a', 'c', 'e']]"
     },
     "execution_count": 155,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-11-02T12:09:51.937878400Z",
     "start_time": "2023-11-02T12:09:51.888834700Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false
   }
  }
 ],
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