diff --git a/.~lock.eBayAuctions.csv# b/.~lock.eBayAuctions.csv# deleted file mode 100644 index caa95c8..0000000 --- a/.~lock.eBayAuctions.csv# +++ /dev/null @@ -1 +0,0 @@ -,noah,NovaArchSys,21.03.2023 14:03,file:///home/noah/.config/libreoffice/4; \ No newline at end of file diff --git a/Schrick-Noah_Learning-Practice-7.ipynb b/Schrick-Noah_Learning-Practice-7.ipynb index 5204d0e..00f0a35 100644 --- a/Schrick-Noah_Learning-Practice-7.ipynb +++ b/Schrick-Noah_Learning-Practice-7.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 84, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -18,12 +18,15 @@ "\n", "import numpy as np\n", "import pandas as pd\n", + "from sklearn.model_selection import train_test_split\n", "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.tree import DecisionTreeRegressor\n", "from sklearn.tree import export_text\n", "from sklearn import tree\n", "import scikitplot as skplt\n", - "from dmba import classificationSummary\n", - "from dmba import plotDecisionTree\n" + "from dmba import regressionSummary, classificationSummary\n", + "from dmba import plotDecisionTree\n", + "from sklearn.model_selection import GridSearchCV\n" ] }, { @@ -276,22 +279,22 @@ }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 121, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "Text(0.5, 1.0, 'Open Price and Seller Rating on Competitive Auctions')" ] }, - "execution_count": 116, + "execution_count": 121, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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CwaAqKyvl8Xja7XPppZdq586dCgaDoXUffPCB8vLy2g0iAAAguUT9NU1xcbFWr16tX/ziF3r//fe1cOFCNTY2at68eZKkOXPmqKSkJNR+4cKFOnTokG6//XZ98MEHev755/XQQw9p0aJFsasCAAAkrKjfMzJ79mzt379fS5culc/n04QJE1RRURH6UWtdXZ1SUj7LOPn5+frDH/6gO+64Q+PGjdPw4cN1++236+67745dFQAAIGFF/Z4RG3jPCAAAiScu7xkBAACINcIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAqwgjAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAqwgjAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAqwgjAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAqwgjAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKu6FEZWrVqlgoICZWRkqKioSJs3b46o39q1a+VwOHTttdd25bAAAKAPijqMrFu3TsXFxSotLdWWLVs0fvx4TZ8+Xfv27Tttv927d+vOO+/UZZdd1uXBAgCAvifqMPLYY49p/vz5mjdvnsaMGaPy8nINGDBATzzxRId9WlpadMMNN2jZsmUaNWpUtwYMAAD6lqjCSHNzs6qrq+X1ej/bQUqKvF6vqqqqOuz3wx/+UDk5OfrOd74T0XGampoUCATCFgAA0DdFFUYOHDiglpYWud3usPVut1s+n6/dPq+99pp+/vOfa/Xq1REfp6ysTC6XK7Tk5+dHM0wAAJBA4vo0TUNDg2666SatXr1a2dnZEfcrKSmR3+8PLXv27InjKAEAgE39ommcnZ2t1NRU1dfXh62vr69Xbm5um/a7du3S7t27NWvWrNC6YDB46sD9+mnHjh06++yz2/RzOp1yOp3RDA0AACSoqO6MpKena+LEiaqsrAytCwaDqqyslMfjadP+vPPO07vvvquamprQcvXVV+vyyy9XTU0NX78AAIDo7oxIUnFxsebOnatJkyZpypQpWrFihRobGzVv3jxJ0pw5czR8+HCVlZUpIyNDY8eODeuflZUlSW3WAwCA5BR1GJk9e7b279+vpUuXyufzacKECaqoqAj9qLWurk4pKbzYFQAARMZhjDG2B9GZQCAgl8slv9+vzMxM28MBAAARiPTzm1sYAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAqwgjAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAqwgjAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAqwgjAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAqwgjAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKu6FEZWrVqlgoICZWRkqKioSJs3b+6w7erVq3XZZZdp8ODBGjx4sLxe72nbAwCA5BJ1GFm3bp2Ki4tVWlqqLVu2aPz48Zo+fbr27dvXbvtNmzbpuuuu08svv6yqqirl5+friiuu0CeffNLtwQMAgMTnMMaYaDoUFRVp8uTJWrlypSQpGAwqPz9ft912mxYvXtxp/5aWFg0ePFgrV67UnDlzIjpmIBCQy+WS3+9XZmZmNMMFAACWRPr5HdWdkebmZlVXV8vr9X62g5QUeb1eVVVVRbSPo0eP6sSJExoyZEiHbZqamhQIBMIWAADQN0UVRg4cOKCWlha53e6w9W63Wz6fL6J93H333Ro2bFhYoPmisrIyuVyu0JKfnx/NMAEAQALp0adpHn74Ya1du1YbNmxQRkZGh+1KSkrk9/tDy549e3pwlAAAoCf1i6Zxdna2UlNTVV9fH7a+vr5eubm5p+37b//2b3r44Yf1xz/+UePGjTttW6fTKafTGc3QAABAgorqzkh6eromTpyoysrK0LpgMKjKykp5PJ4O+/3oRz/SAw88oIqKCk2aNKnrowUAAH1OVHdGJKm4uFhz587VpEmTNGXKFK1YsUKNjY2aN2+eJGnOnDkaPny4ysrKJEmPPPKIli5dqqeeekoFBQWh35YMHDhQAwcOjGEpAAAgEUUdRmbPnq39+/dr6dKl8vl8mjBhgioqKkI/aq2rq1NKymc3XB5//HE1NzfrW9/6Vth+SktLdf/993dv9AAAIOFF/Z4RG3jPCAAAiScu7xkBAACINcIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAqwgjAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAqwgjAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAqwgjAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAqwgjAADAKsIIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKzqZ3sAtu30HZF3xStR9UlLka69cJjWV3/a7vbz3RmqO9ykhiYTtj5vYKpG5bh06bnZ+r/HmlW185CMjPJc/TX9/FwNc/VX84kW/ezPtfr08DGd4UzVJWdna+hAp/Y3HNOL2/apsalFuS6nir9+nr5ybrbe/PCg/s+Wj3W0+aQmjRyi0TmD9Mbug3r3Y7/6p6fKnenUhfmDlevqLzmkA0ealJneT7/+S532HDqqgc5++l+T83XWkDM0pXCIUlMckqSWoNHm2kPa13Bc2Wc4Q31zBmWEtYuFlqDR6zsPhOqYXDBUN148Ulvq/q+qdh2UZOQZla2Lzx4adtxjzS16aOM27T54VAVDB+ieK8eof3pq2Ng/P97W4zy75WM1NrdocsFgzb2kUOn9ek8m72jsiSxeNUWy35ag0Ru7DqrqwwOSHPKcPVQXjxoa8+u3r80ZkkdvuX4dxhjTebNwq1at0vLly+Xz+TR+/Hj95Cc/0ZQpUzpsv379ei1ZskS7d+/Wueeeq0ceeURXXnllxMcLBAJyuVzy+/3KzMyMdrgdKlz8vKIuvg/Lc2WodNYYSdKy323TXv/x07abMTav28es2LpXxU//VUebWzptmzUgTQ9/8wLNGJun+f/7L3px2742bcaNyNT+huawsee5MnT1+Dz96o06NX7hOA5Jt0wtVMmVY7pdS3dVbN3b5rzH8lzbEK+aItlvxda9Wvzsuzp89ERY389fR93VF+cMyaMnrt9IP7+jDiPr1q3TnDlzVF5erqKiIq1YsULr16/Xjh07lJOT06b966+/rqlTp6qsrEx///d/r6eeekqPPPKItmzZorFjx8a0mGgQRLquNTM/fuNF3f5AWfCrLVH3GzciU+98HOjycdvzPcuBpGLrXi381ZY212SszrUN8aopkv1K6vTaKo/B9dvX5gzJo6eu37iFkaKiIk2ePFkrV66UJAWDQeXn5+u2227T4sWL27SfPXu2Ghsb9fvf/z607uKLL9aECRNUXl4e02Ii1ZWvZhDOISnXlaHX7v67Lt3SawkaXVJWqfqGptgPrgscknY8ONPKVzYtQaOvPPJSh3eiunuubYhXTZHuNxgMqr6h+bT7yuvm9dvX5gzJoyev30g/v6P6k7e5uVnV1dXyer2f7SAlRV6vV1VVVe32qaqqCmsvSdOnT++wvSQ1NTUpEAiELbE088cEke4ykvb6j2tz7aEu9d9ce6jXBBHpVD2/rNpt5dibaw91+IeC1P1zbUO8aop0v50FEXXx+NGOI5HmDMmjN16/UYWRAwcOqKWlRW63O2y92+2Wz+drt4/P54uqvSSVlZXJ5XKFlvz8/GiG2akTwZjuLqnta+j4go5Hv3j66NBRK8eN9Fz0xnPWkXjVFOtzEO/rN5HmDMmjN16/vecxgs8pKSmR3+8PLXv27Inp/tN6ZdWJKWdQRo/2i6eRQwZYOW6k56I3nrOOxKumWJ+DeF+/iTRnSB698fqN6mM5Oztbqampqq+vD1tfX1+v3Nzcdvvk5uZG1V6SnE6nMjMzw5ZYeuGfvxrT/SUjh0595z6lcEiX+k8pHCL3IGdsB9UNDkk3eQqsHHtK4RDluTLU0Tez3T3XNsSrpkj36x6U3um+unv99rU5Q/LojddvVGEkPT1dEydOVGVlZWhdMBhUZWWlPB5Pu308Hk9Ye0l68cUXO2zfE87JHdjhJOCU052f1m2ls8Z0+cdNqSkOLbvm/C71HTcituFUOvV4r633jaSmOEKPVH/xbMbiXNsQr5oi3e+yazp/Uq+7129fmzMkj954/Ub9p29xcbFWr16tX/ziF3r//fe1cOFCNTY2at68eZKkOXPmqKSkJNT+9ttvV0VFhR599FFt375d999/v9566y3deuutsauiC2ofvopA8gV5rgyV33iRym+8SLmujm/P5boyYvLY14yxeSq/8SINSE+NqH3WgDSV33iRnrv1Mn19TNvHyKVTQSXvC2PPc2Xoe1MLdUY7x3HI/mO90qlz8Xg75z1W59qGeNUUyX5br62sAWlt+g/+/9dRLK7fvjZnSB697frt0kvPVq5cGXrp2YQJE/TjH/9YRUVFkqSvfe1rKigo0Jo1a0Lt169fr/vuuy/00rMf/ehHveKlZxJvYOUNrLyBNd54AyvQe8X7+o3be0ZsiGcYAQAA8RGX94wAAADEGmEEAABYRRgBAABWEUYAAIBVhBEAAGAVYQQAAFhFGAEAAFYRRgAAgFWEEQAAYFU/2wOIROtLYgOBgOWRAACASLV+bnf2sveECCMNDQ2SpPz8fMsjAQAA0WpoaJDL5epwe0L82zTBYFCffvqpBg0aJIcjtv+AT35+vvbs2ZN0/+YNtSdf7clat5S8tSdr3RK195bajTFqaGjQsGHDlJLS8S9DEuLOSEpKikaMGBG3/WdmZlqfMFuoPflqT9a6peStPVnrlqi9N9R+ujsirfgBKwAAsIowAgAArErqMOJ0OlVaWiqn02l7KD2O2pOv9mStW0re2pO1bonaE632hPgBKwAA6LuS+s4IAACwjzACAACsIowAAACrCCMAAMCqpA4jq1atUkFBgTIyMlRUVKTNmzfbHlJM3X///XI4HGHLeeedF9p+/PhxLVq0SEOHDtXAgQP1D//wD6qvr7c44q579dVXNWvWLA0bNkwOh0O/+c1vwrYbY7R06VLl5eWpf//+8nq9+tvf/hbW5tChQ7rhhhuUmZmprKwsfec739GRI0d6sIqu6az2m2++uc11MGPGjLA2iVh7WVmZJk+erEGDBiknJ0fXXnutduzYEdYmkmu8rq5OV111lQYMGKCcnBzdddddOnnyZE+WEpVI6v7a177WZs4XLFgQ1ibR6pakxx9/XOPGjQu9zMvj8eiFF14Ibe+L892qs9oTfs5Nklq7dq1JT083TzzxhHnvvffM/PnzTVZWlqmvr7c9tJgpLS01559/vtm7d29o2b9/f2j7ggULTH5+vqmsrDRvvfWWufjii80ll1xiccRdt3HjRnPvvfeaZ5991kgyGzZsCNv+8MMPG5fLZX7zm9+Yv/71r+bqq682hYWF5tixY6E2M2bMMOPHjzdvvPGG+dOf/mTOOeccc9111/VwJdHrrPa5c+eaGTNmhF0Hhw4dCmuTiLVPnz7dPPnkk2br1q2mpqbGXHnlleass84yR44cCbXp7Bo/efKkGTt2rPF6vebtt982GzduNNnZ2aakpMRGSRGJpO6vfvWrZv78+WFz7vf7Q9sTsW5jjHnuuefM888/bz744AOzY8cOc88995i0tDSzdetWY0zfnO9WndWe6HOetGFkypQpZtGiRaH/3dLSYoYNG2bKysosjiq2SktLzfjx49vddvjwYZOWlmbWr18fWvf+++8bSaaqqqqHRhgfX/xADgaDJjc31yxfvjy07vDhw8bpdJr//u//NsYYs23bNiPJ/OUvfwm1eeGFF4zD4TCffPJJj429uzoKI9dcc02HffpK7fv27TOSzCuvvGKMiewa37hxo0lJSTE+ny/U5vHHHzeZmZmmqampZwvooi/WbcypD6bbb7+9wz59oe5WgwcPNj/72c+SZr4/r7V2YxJ/zpPya5rm5mZVV1fL6/WG1qWkpMjr9aqqqsriyGLvb3/7m4YNG6ZRo0bphhtuUF1dnSSpurpaJ06cCDsH5513ns4666w+dw5qa2vl8/nCanW5XCoqKgrVWlVVpaysLE2aNCnUxuv1KiUlRW+++WaPjznWNm3apJycHI0ePVoLFy7UwYMHQ9v6Su1+v1+SNGTIEEmRXeNVVVW64IIL5Ha7Q22mT5+uQCCg9957rwdH33VfrLvVr3/9a2VnZ2vs2LEqKSnR0aNHQ9v6Qt0tLS1au3atGhsb5fF4kma+pba1t0rkOU+Ifygv1g4cOKCWlpawSZEkt9ut7du3WxpV7BUVFWnNmjUaPXq09u7dq2XLlumyyy7T1q1b5fP5lJ6erqysrLA+brdbPp/PzoDjpLWe9ua7dZvP51NOTk7Y9n79+mnIkCEJfz5mzJihb37zmyosLNSuXbt0zz33aObMmaqqqlJqamqfqD0YDOr73/++Lr30Uo0dO1aSIrrGfT5fu9dF67berr26Jen666/XyJEjNWzYML3zzju6++67tWPHDj377LOSErvud999Vx6PR8ePH9fAgQO1YcMGjRkzRjU1NX1+vjuqXUr8OU/KMJIsZs6cGfrvcePGqaioSCNHjtTTTz+t/v37WxwZetI//uM/hv77ggsu0Lhx43T22Wdr06ZNmjZtmsWRxc6iRYu0detWvfbaa7aH0qM6qvuWW24J/fcFF1ygvLw8TZs2Tbt27dLZZ5/d08OMqdGjR6umpkZ+v1/PPPOM5s6dq1deecX2sHpER7WPGTMm4ec8Kb+myc7OVmpqaptfWdfX1ys3N9fSqOIvKytLX/rSl7Rz507l5uaqublZhw8fDmvTF89Baz2nm+/c3Fzt27cvbPvJkyd16NChPnc+Ro0apezsbO3cuVNS4td+66236ve//71efvlljRgxIrQ+kms8Nze33euidVtv1lHd7SkqKpKksDlP1LrT09N1zjnnaOLEiSorK9P48eP1H//xH31+vqWOa29Pos15UoaR9PR0TZw4UZWVlaF1wWBQlZWVYd+/9TVHjhzRrl27lJeXp4kTJyotLS3sHOzYsUN1dXV97hwUFhYqNzc3rNZAIKA333wzVKvH49Hhw4dVXV0davPSSy8pGAyG/k/dV3z88cc6ePCg8vLyJCVu7cYY3XrrrdqwYYNeeuklFRYWhm2P5Br3eDx69913w8LYiy++qMzMzNDt796ms7rbU1NTI0lhc55odXckGAyqqampz8736bTW3p6Em3Pbv6C1Ze3atcbpdJo1a9aYbdu2mVtuucVkZWWF/dI40f3gBz8wmzZtMrW1tebPf/6z8Xq9Jjs72+zbt88Yc+oxuLPOOsu89NJL5q233jIej8d4PB7Lo+6ahoYG8/bbb5u3337bSDKPPfaYefvtt81HH31kjDn1aG9WVpb57W9/a9555x1zzTXXtPto74UXXmjefPNN89prr5lzzz231z/easzpa29oaDB33nmnqaqqMrW1teaPf/yjueiii8y5555rjh8/HtpHIta+cOFC43K5zKZNm8IeZzx69GioTWfXeOvjjldccYWpqakxFRUV5swzz+w1jzu2p7O6d+7caX74wx+at956y9TW1prf/va3ZtSoUWbq1KmhfSRi3cYYs3jxYvPKK6+Y2tpa884775jFixcbh8Nh/ud//scY0zfnu9Xpau8Lc560YcQYY37yk5+Ys846y6Snp5spU6aYN954w/aQYmr27NkmLy/PpKenm+HDh5vZs2ebnTt3hrYfO3bM/NM//ZMZPHiwGTBggPnGN75h9u7da3HEXffyyy8bSW2WuXPnGmNOPd67ZMkS43a7jdPpNNOmTTM7duwI28fBgwfNddddZwYOHGgyMzPNvHnzTENDg4VqonO62o8ePWquuOIKc+aZZ5q0tDQzcuRIM3/+/DahOxFrb69mSebJJ58MtYnkGt+9e7eZOXOm6d+/v8nOzjY/+MEPzIkTJ3q4msh1VnddXZ2ZOnWqGTJkiHE6neacc84xd911V9g7J4xJvLqNMebb3/62GTlypElPTzdnnnmmmTZtWiiIGNM357vV6WrvC3PuMMaYnrsPAwAAEC4pfzMCAAB6D8IIAACwijACAACsIowAAACrCCMAAMAqwggAALCKMAIAAKwijAAAAKsIIwAAwCrCCAAAsIowAgAArCKMAAAAq/4fuUxomNuUbjkAAAAASUVORK5CYII=", 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", "text/plain": [ "
" ] @@ -304,7 +307,12 @@ "# e Plot the resulting tree on a scatter plot\n", "#plt.scatter(X_2, y_2)\n", "preds = fullClassTree_2.predict(valid_X_2)\n", - "plt.scatter(valid_X_2['OpenPrice'], preds)\n", + "plt.scatter(valid_X_2['OpenPrice'], valid_X_2['sellerRating'], c=preds)\n", + "plt.xlabel(\"Open Price\")\n", + "plt.ylabel(\"Seller Rating\")\n", + "plt.legend(preds)\n", + "\n", + "plt.title(\"Open Price and Seller Rating on Competitive Auctions\")\n", "\n", "# len(X_2) == len(y_2)\n", "# Is splitting reasonable?" @@ -404,371 +412,50 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 16, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_27606/691198861.py:10: FutureWarning: The `inplace` parameter in pandas.Categorical.rename_categories is deprecated and will be removed in a future version. Removing unused categories will always return a new Categorical object.\n", - " auction_df.currency.cat.rename_categories(new_categories, inplace=True)\n" - ] - } - ], + "outputs": [], "source": [ "# Pre-processing\n", - "orig_auction_df = pd.read_csv('eBayAuctions.csv')\n", - "auction_df = pd.read_csv('eBayAuctions.csv')\n", - "auction_df.columns = [c.replace(' ', '_') for c in auction_df.columns]\n", + "toyotaCorolla_df = pd.read_csv('ToyotaCorolla.csv')\n", "\n", - "auction_df['Duration'] = auction_df['Duration'].astype('category')\n", + "toyotaCorolla_df = toyotaCorolla_df.rename(columns={'Age_08_04': 'Age', 'Quarterly_Tax': 'Tax'})\n", "\n", - "auction_df['currency'] = auction_df['currency'].astype('category')\n", - "new_categories = {1: 'USD', 2: 'GBP', 3: 'Euro'}\n", - "auction_df.currency.cat.rename_categories(new_categories, inplace=True)\n", - "auction_df = pd.get_dummies(auction_df, prefix_sep='_', drop_first=True)\n", + "predictors = ['Age', 'KM', 'Fuel_Type', 'HP', 'Met_Color', 'Automatic', 'CC', 'Doors', 'Tax', 'Weight']\n", + "outcome = 'Price'\n", "\n", - "category_cols = [col for col in auction_df.columns if 'Category_' in col]\n", - "endDay_cols = [col for col in auction_df.columns if 'endDay_' in col]\n", - "\n", - "for col in category_cols:\n", - " auction_df[col] = auction_df[col].astype('category')\n", - "\n", - "for col in endDay_cols:\n", - " auction_df[col] = auction_df[col].astype('category')\n" + "X = pd.get_dummies(toyotaCorolla_df[predictors], drop_first=True)\n", + "y = toyotaCorolla_df[outcome]\n", + "train_X, valid_X, train_y, valid_y = train_test_split(X, y, test_size=0.4, random_state=1)" ] }, { "cell_type": "code", - "execution_count": 90, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Competitive?\n", - "Duration \n", - "1 0.521739\n", - "3 0.450704\n", - "5 0.686695\n", - "7 0.489142\n", - "10 0.544554\n", - " Competitive?\n", - "currency \n", - "EUR 0.551595\n", - "GBP 0.687075\n", - "US 0.519350\n", - " Competitive?\n", - "endDay_Mon \n", - "0 0.489466\n", - "1 0.673358\n", - " Competitive?\n", - "endDay_Sat \n", - "0 0.565083\n", - "1 0.427350\n", - " Competitive?\n", - "endDay_Sun \n", - "0 0.552020\n", - "1 0.485207\n", - " Competitive?\n", - "endDay_Thu \n", - "0 0.533333\n", - "1 0.603960\n", - " Competitive?\n", - "endDay_Tue \n", - "0 0.541366\n", - "1 0.532164\n", - " Competitive?\n", - "endDay_Wed \n", - "0 0.542963\n", - "1 0.480000\n", - " Competitive?\n", - "Category_Automotive \n", - "0 0.559086\n", - "1 0.353933\n", - " Competitive?\n", - "Category_Books \n", - "0 0.54171\n", - "1 0.50000\n", - " Competitive?\n", - "Category_Business/Industrial \n", - "0 0.539406\n", - "1 0.666667\n", - " Competitive?\n", - "Category_Clothing/Accessories \n", - "0 0.542903\n", - "1 0.504202\n", - " Competitive?\n", - "Category_Coins/Stamps \n", - "0 0.545220\n", - "1 0.297297\n", - " Competitive?\n", - "Category_Collectibles \n", - "0 0.535488\n", - "1 0.577406\n", - " Competitive?\n", - "Category_Computer \n", - "0 0.538223\n", - "1 0.666667\n", - " Competitive?\n", - "Category_Electronics \n", - "0 0.533125\n", - "1 0.800000\n", - " Competitive?\n", - "Category_EverythingElse \n", - "0 0.543223\n", - "1 0.235294\n", - " Competitive?\n", - "Category_Health/Beauty \n", - "0 0.552935\n", - "1 0.171875\n", - " Competitive?\n", - "Category_Home/Garden \n", - "0 0.534225\n", - "1 0.656863\n", - " Competitive?\n", - "Category_Jewelry \n", - "0 0.548148\n", - "1 0.365854\n", - " Competitive?\n", - "Category_Music/Movie/Game \n", - "0 0.524538\n", - "1 0.602978\n", - " Competitive?\n", - "Category_Photography \n", - "0 0.538540\n", - "1 0.846154\n", - " Competitive?\n", - "Category_Pottery/Glass \n", - "0 0.54252\n", - "1 0.35000\n", - " Competitive?\n", - "Category_SportingGoods \n", - "0 0.528139\n", - "1 0.725806\n", - " Competitive?\n", - "Category_Toys/Hobbies \n", - "0 0.542002\n", - "1 0.529915\n" - ] - } - ], - "source": [ - "# a\n", - "dur_pivot = orig_auction_df.pivot_table(index =['Duration'],\n", - " values =['Competitive?'],\n", - " aggfunc ='mean')\n", - "print(dur_pivot)\n", - "\n", - "cur_pivot = orig_auction_df.pivot_table(index =['currency'],\n", - " values =['Competitive?'],\n", - " aggfunc ='mean')\n", - "print(cur_pivot)\n", - "\n", - "for col in endDay_cols:\n", - " date_pivot = auction_df.pivot_table(index = [col],\n", - " values =['Competitive?'],\n", - " aggfunc ='mean')\n", - " print(date_pivot)\n", - "\n", - "for col in category_cols:\n", - " cat_pivot = auction_df.pivot_table(index = [col],\n", - " values =['Competitive?'],\n", - " aggfunc ='mean')\n", - " print(cat_pivot)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 93, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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Ta+YVs7QyZ0AM0wscrKrJI99podyTeq8St5X5pW6cFiMrqnMpcFrS2184Mz99DKfFyAdXVbFmbhFOq5Fp+XYqcm24rEYun1c0Ph+iyEqfvXrRSc/1760HWFqZQ4kntf53kdvCOb3L8wohhBgf//vJS056bvHixcM6hqLr+pAq69x66608/PDDuN1ubr311tNu+/jjjw8riGzn8/nweDx4vV7cbvdZHUvXdc759gt0h+L8/TMXsuSECzshMqWhoYHKysp0Ow/Hkhxo9WMzG5hV5My6aTYv7mmhKxRnzdxCCpzWTIczwL5mH1955C2+fesKlmXZBfJ3/r6dBzc2APD7jy9i9YxpGY5ofJ3YzgG+/ug2HtnSSKL327DQaeK+WxZitRhxmI1ML3RiUlNz7aPxJHFNw2oyoiikh+ibDKn75JFYkoSmoSoQjCWxmQxYjSqRuIaipIbjGxQFm+XUd3xSQ/51FB00wGxUSWo6RsPg9+JDsQRWo4qqpl7XNB2t96tdVRRUNbv+7YqxN1g7v/o/1rI/cnybEpeZ+29fisNqxKCqzClxoeup9ibERHBiO3/PT19jc70PgFc+tYDq6urMBijEMHnDMT7x8HoU4KGPXobNbBhWHjrks7fH40lf2Lvdbjwezyn/E6emKAqLe3vttzf0ZDQWIU4lltB4ZHMdL+1rY+2OZtYf7Mh0SAP8/JVafvXaER7b0sDXH9+FP3L6KuPjaU+Tl28/tQeHzcl/PbuPV/e3ZTqktNdr69JJPcAHfnXy3Nup5quPvMMf3j6e1AO0B+J84vfv8PCGY7y8v4Pnd7ditxhR1VRC7raZMRvVdDJv6pdwW80GnFYTdouJQpcVp9WE0WjAaTPhsJpwWk2nTer7jmc2GjCZDFhMBhRFOWVSD2A3G9NJPYCqprY3GlRJ6gUAX/nz1gFJPUCLP8YHf7OJn7x0iBf2tPLEO42S1IsJ698feyed1ANc+vPdGYxGiJH52P++TYNXod6r8PHfvj3s/Yc8SPShhx5K//zwww8P+43EcUsqc3j1QDvb671wfqajEeJkncEo3aHjyfKhtsCAatyZ1v+mWE84zv4WPyuq8zIXUD9vHu4i0bvEmK7DpqPdXDInO4ZCf/XPezMdQtZ5bm/roM8ndWj1R5mr6zR0h4nEkwMq2AsxkTy3d/AbjNLOxWTxu81NmQ5BiLPS2B2mqef4cuhHOgKEY8Obtj2iW7Nr1qyhp6fnpOd9Ph9r1qwZySGnlCUVqVEN0mMvslVqjvHx00OB05zBaE5W6jk+9N5sVCnPsWUwmoFqCh0DHk/Ly57Y/ml5ZaZDyDon/r36c1mMqIqCy2rEfJoecyGyXU3hqZfXlXYuJoOFJac+lwsxERQ6zDj6LTPqsZmwmYd3o3VEZ/BXXnmFWCx20vORSITXXnttJIecUvqG4te2B7JqCLEQfexmI7eeU86cEhdLK3O4ekFJpkMa4POXz+LCmQUsqvDwhStmU5pFif2lc4p433nTWFju4calZbxneUWmQ0r7/DXzsfUbpzWnMHs+t0x5/NOrKXYOHLymAF+5chbvWVHJvFI3t51TIUPaxYT2t3+5iKLB2vnVs6Wdi0nhyS9cOmAFkItqcjIVihAjYjYb+N67F7OgzMPiihy+f/uSYR9jWPWad+zYkf55z549tLS0pB8nk0meffZZystlbfYzKXRZKM+x0dgTZmejlwtmyFqxIvuUemyULsrOxM9jN3PX5bMyHcYp3bS0nJuWZue5cO93rs90CFlFVRXe+sbVmQ5DiDGlqgqbpJ2LSe7IffL9Jia2pdNy+eWHVox4/2El9kuXLkVRFBRFGXTIvc1m48c//vGIg5lKllR6aOwJs6NBEnshhBBCCCGEECM3rMT+yJEj6LpOTU0NmzZtorDweDEts9lMUVERBoMUXRmKJRU5PL2zhe31PZkORQghhBBCCCHEBDasxL6qqgoATdPGJJipJL3knST2Qkw6876xlnACDECtDA3MeklN56fr9vOLV2sJJsCswiWzi/jnVdNo90epKXRyzrRcDDL/WExg7f4o//qXrWw42EUMsBkV7rygmkvnFYMODouReaVuaediwnpyWz3fXrsft8XAk59Zhc2WndMJhTiVv75Vy7/+bV9qHfsPL+eSOcOrcTWsxP5Ee/bsoa6u7qRCejfeeOPZHHZKWFThQVGgyRuhzR+hyGU9805CiKw39+trifSuTpIEqu9ey1FJ7rPat5/cxcMb69KPYxq8sK+NDbUdzCp24baZuO2cCm5elp11E4Q4k0A0wS3/8zoN3ccXsw8ndH62/ggv7W+nxGNlcUUOxzpDXL+4NIORCjEy2+u6+NyfU7XA2vxwzndfYe+3r81wVEIMz1f/tg8AHbjjoS3Dvn4cUWJ/+PBhbrnlFnbu3ImiKOh6as1mRUnd5U0mh7fm3lTktBiZWejkYFuAHfVerpgvib0Qk0FETn8TzvoDnYM+H45rhHvX9d7V6JXEXkxYTT1hWnsig77W0B0mx24mHEtyuD0wzpEJMTp+tf7IgMfhuIwuFhPLd5/addJzmw51Mbdo6On6iJa7+/znP8/06dNpa2vDbreze/du1q9fz4oVK3jllVdGcsgpaUllDiDr2QshRCbNLB58jW+TQcFsUDGoCpV5MqRTTFz5DjNO6+AXh7l2E0ZVwWJSKXJbxjkyIUbH1QuLBjw2yowSMcHcvrLspOfOnZk3rGOMKLHfuHEj99xzDwUFBaiqiqqqrF69mnvvvZe77rprJIecko4n9t7MBiKEGDUnDpva8LmlmQlEDNkP3nsO50/PGfBcsdPM59bMZPWsQm49p5z3rKjMTHBCjIJ8p4Vf33kuJS7zgOeXlLv5whVzuHlZOSuq8rhhyckXlkJMBDcsreTWZWWYDQp2k8qfPr4q0yEJMSwzi/NYPSM3/fhdC4pOs/XgRjQUP5lM4nK5ACgoKKCpqYk5c+ZQVVXF/v37R3LIKWlpvwJ6uq6npzIIISY2mVM/sTgsRv70yQszHYYQY+qcqlze/PqVmQ5DiDFz/3uXcf97l2U6DCFG7Pcfv+Cs9h9Rj/3ChQvZvn07AOeddx7f+9732LBhA/fccw81NTVDOkYkEuHmm29m9uzZLFmyhCuvvJJDhw4B0NbWxjXXXMOsWbNYuHAh69evT+83Fq9lypwSF2ajijcc51hnKNPhCCGEEEIIIYSYgEaU2H/jG99IL3l3zz33cOTIES666CKefvppHnjggSEf5xOf+AT79+9n+/bt3HTTTXzsYx8D4O6772bVqlUcPHiQhx56iPe9733E4/Exey1TzEaVBWVuQObZCyGEEEIIIYQYmRENxb/66qvTP8+cOZN9+/bR1dVFbm7ukIeTW61WrrvuuvTjVatW8f3vfx+Av/zlL+ne+5UrV1JWVsarr77KFVdcMSavnSgajRKNRtOPfT7fcD6eYVlSkcM7dT1sq+/hpqVScVkIIYQQQgghxPCMqMd+MHl5ebS0tPDZz352RPs/8MAD3HTTTXR2dhKPxykpKUm/Vl1dTV1d3Zi8Nph7770Xj8eT/q+ycuyKJi3tK6BX3zNm7yGEEEIIIYQQYvIadmK/e/dufvKTn/DLX/6Snp4eADo6OvjCF75ATU0NL7/88rCD+O53v8uhQ4e49957h73vWPja176G1+tN/1dfXz9m79VXGX9Xk494UtbcFEIIIYQQQggxPMNK7P/xj3+wbNky7rrrLj71qU+xYsUKXn75ZebNm8e+ffv429/+xu7du4cVwPe//30ef/xxnnnmGex2O/n5+RiNRlpaWtLbHD16lGnTpo3Ja4OxWCy43e4B/42V6nw7bquRWEJjf4t/zN5HCCGEEEIIIcTkNKzE/jvf+Q6f+cxn8Pl83H///Rw+fJi77rqLp59+mmeffZZrrrlmWG9+//3386c//YkXXniBnJyc9PPvec97+PnPfw7A5s2baWxs5JJLLhmz1zJJUZR0r/02GY4vhBBCCCGEEGKYhlU8b//+/fzxj3/E6XTyuc99jq985Sv84Ac/YOXKlcN+44aGBr785S9TU1PDZZddBqR6yt966y3+67/+iw9+8IPMmjULs9nM73//e0wmE8CYvJZpSytzeO1gB9vre/jAqqpMhyOEEEIIIYQQYgIZVmLv9/vTw9INBgM2m23I69afqKKiAl3XB32tuLiY559/ftxey7QlFTmALHknhBBCCCGEEGL4hr3c3XPPPYfH4wFA0zTWrVvHrl27Bmxz4403jk50U8TiytTnebAtQCCawGkZ0SqEQgghhBBCCCGmoGFnkHfccceAx5/85CcHPFYUhWQyeXZRTTFFLivlOTYae8LsbPBy/oz8TIckhBBCCCGEEGKCGFbxPE3TzvifJPUjs6S3116G4wshhBBCCCGEGI5hr2Mfj8f5yEc+wpEjR8YinikrPc9eKuMLIYQQQgghhBiGYSf2JpOJxx57bCximdJkyTshhBBCCCGEECMx7MQe4Oabb+aJJ54Y5VCmtkXlHgyqQrM3QlNPONPhCCGEEEIIIYSYIEZUfn3WrFncc889bNiwgeXLl+NwOAa8ftddd41KcFOJw2JkYZmb7Q1eNh/t4qal5ZkOSQghhBBCCCHEBDCixP7Xv/41OTk5bNmyhS1btgx4TVEUSexHaGV1HtsbvLx1RBJ7IcTY6AnF2HKsG6NB5dzqPGxmQ6ZDyriuYIytx7oxG1XOnZ6H1SSfiZh8pJ2Lya7NH2F7vRe72cDK6jzMxhENTBZiwhpRYi+F88bGyul5PPj6ETYf6cp0KEKISSiR1Hh0SwP+SAKAVm+E21dWZjiqzIolNB7dUk8wmlrRpd0f5bblFRmOSojRJe1cTHbhWJLHtjQSiafaeHcoxrsWl2U4KiHG11ndyorFYuzfv59EIjFa8UxpK6vzADjYFqA7GMtwNEKIySYYS6aTeoAWXySD0WSHQDSRTnZAPhMxOUk7F5NdTziWTuoBWrzSxsXUM6LEPhQK8dGPfhS73c6CBQuoq6sD4HOf+xz33XffqAY4leQ5zMwqcgKw+aj02gshRpfLYqTQZUk/nl7gOM3WU4PbaiTfaU4/rpHPRExC0s7FZJfnMOO2mdKPawqljYupZ0SJ/de+9jW2b9/OK6+8gtVqTT9/xRVX8Mgjj4xacFPRyumpXvtNMhxfCDHKVFXh3csruHh2AWvmFnHtwpJMh5RxRoPKe5ZXcvHsAi6fV8RVC+QzEZOPtHMx2VmMBt67spKLZhVw5fxiLptTlOmQhBh3I5pj/8QTT/DII4+watUqFEVJP79gwQJqa2tHLbip6NzqPP74Vp302AshxoTVZGB5VV6mw8gqNrN8JmLyk3YuJjunxciKamnjYuoaUY99e3s7RUUn3wkLBoMDEn0xfOfVpE5IOxu9eMPxDEcjhBBCCCGEECLbjSixX7FiBWvXrk0/7kvmH3zwQc4///zRiWyKKvXYmFnkRNPhjUMdmQ5HCCGEEEIIIUSWG9FQ/O9+97tce+217Nmzh0QiwQMPPMCePXt44403ePXVV0c7xinnolkFHGoLsP5gB9cuKs10OEJknXAsyWsH2wnFkiyblkNVfnYVydla182xziDFbiurpuejqjKSaSJIJDVePdDOxsOdeGwmrl1YyszegqZCTBbSzsVk9dbhTp7a0YzTYuSjF1VT4LSeeSchJpER9divXr2abdu2kUgkWLRoEc8//zxFRUVs3LiR5cuXj3aMU87FswoBWH+gHV3XMxyNENnn+T0t7G7ycaQjyD+2NeGLZM+0lYOtfl7d387RjhBvHe7infruTIckhuitI108vrWRnQ1eXj/YwR/fOkaXLD0qJhlp52IyavVF+PFLBznQ6mdrXTc/eOFgpkMSYtyNqMceYMaMGfzqV78azVhEr/Nq8jAbVBp7whzpCFJTKHfSheivu99FaELT8YXjuK2m0+wxfk68QO4OZs9NB3F6XcGB6yCHYkl6QjHyHObT7CXExCLtXExGLd4w8eTxzrB2fzSD0QiRGUPusff5fEP+T5wdu9nIiupcINVrL4QYaG6pO/1zvtNMkSt7htvNKHJiNqZOrQZVYXaxK8MRiaGaW+KiwGUBwGhQmJZnpyzHluGohBhd0s7FZDSn2EWR25J+vLL3OlqIqWTIPfY5OTlnrHiv6zqKopBMJk+7nTizS+cU8kZtJy/sbeXOC6dnOhwhsso7h9t5YF1qaU2rAT50fnVmA+qnwGnh/edNo7EnTJHLSqHLcuadREa1+yN884ldvLy3lbCWes5hNnD9olK+8Od36AzGmFXsYFqek7nFLs6rycdmNmQ2aCGGabB27rQYuGmJtHMx8VnNRtbva8EbTfXar67xZDgiIYZvf4uP/3mlFlVR+PzlM6kuGN6o7SEn9i+//PKwgxMjd/WCEr779D7ePNxFTyhGjl2GyAnR579erE3/HEnCbT9Zz2OfvTiDEQ10qC3A0c4Q3cE4+Q6zFM/LYrGExv95dDsv7R+4CkkwluTf/rYLu0klntTY0eClItfG4oocWv0R3rtyWoYiFmL4TtXOA9Ek//qYtHMx8f3L7zalk3qA/153hM9dOT+DEQkxPMlkki88sg1f73Lnd/0pwD8+t3pYxxhyYn/JJZcMLzpxVqryHcwtcbGvxc+Le9t49/KKTIckRNba2uDPdAhpB1r9vHYwdfFc3xXCalJZUZ2X4ajEqQSiCRq7w6d8PdlbwDSpaYRjSQLRBC1embspJhZp52KyW7dPpq6Kia3FF0sn9QCdwSjh2PBGwQ85sd+xY8eQD7p48eJhBSEGd/WCEva1+Hlud4sk9kKcxjXzCzIdQlp3MEazN4w3HMdhMQ4o9JcN5n1jLeFE6ucZ+VbWffXyzAaUYcFYlP1twVO+blAUNHSMBhWn1UiOzUR1gX0cIxTi7Ek7F5Pde5aV8fu3mzIdhhAjVuI2o+k6zb03Vafl2bCZDcQjQz/GkBP7pUuXoijKGZdfkzn2o+eahSU8sO4g6w+0E4wmcFhGvIiBEJPK659dwuqfbAegJs/Kzz50XoYjOk5VoKE7TFLT8YbjxDUt0yGl/fqVA+mkHqC2cxjfFpPUpf+1ftDnrUaF2SVuZuQ70BWd+aVuCt1Wphc4WVjmHnQfIbLVxado5/kOEzcuKUMHekIxaediwmoPyveZmNiC4UQ6qQeo6zr1KKtTGXKmeOTIkWEfXJyduSUuphc4ONIR5Jld0msvxlc4lmTdvhYKXVbOm56f6XAGqKio4Ie36xztCvLhC2ZkOpwBNB0Wl3vwRxPYzQZMhuwpPvXXrY2ZDiHrDHYbWgUum1OExaRyyznlrJ5ZSJM3jNmoZtUKDEIM1WBdMuUeC7/+8LlU5TmkSJ6Y8DYflVW5xMS2v/3kNtzuizKcEsxDTuyrqqqGcVgxGhRF4bZzyvn+8wd4bEuDJPZi3MRiST780Cbqu0MoisLNy8r5ylVzMh1W2qd+t4WX97eh6zq/21jPS1++FI89O9axn1Hk5O1j3VhMBlRFYU4WLXf3m3+awwU/eifTYWSVYqdCa2Bg2mNQFbbUdWM2GojGNZq9EZp6Ur1Bq2cVsFJqJogJxggkTnhuVU0+c0ukV15MDl+/bjZffmxPpsMQYsRWTi886blCtwWfb+j1Toa8jv2Jfve733HhhRdSVlbGsWPHAPjhD3/I3//+95EeUgzilnMqUBTYeLiT+q5QpsMRU8SGwx3Ud6fam67rvLi7NcMRDbShtiM9LcgfifOHt45lOKLj+pa7u2pBMf98XiXT8rNnnmpZWRn/dcuC9OM37lqWwWiyw/98YBWmfp2VKmAxKRhUlWKXhVZ/lLcOd6Zf33qse/yDFOIseMMxHNaB/TgmlfRa9kJMBhfOLuXC6TlA6jz+7++SivhiYtl85OQCkO3DSOphhIn9z372M770pS9x3XXX0dPTk55Tn5OTww9/+MORHFKcQnmOjQtmpIZBPy7DaMU4KfZYB9TUcFqzq76DxXj81KUoClVZlDwD5NjNLCjzZOWw7feeV83ub13Nvm9fQ1lZWabDybhch5nZRW4cZgMmFawmFZvJiN1swGhQMajKgPomU6XWSSKp4YvE0bTT19UR2c9pNmA9Yai9zWzAI8voiknEZjZw7owi7lozk89dPgvnFDlXi8mjOt9N/9WRVSXVYz8cI0rsf/zjH/OrX/2Kr3/96xj6zR9dsWIFO3fuHMkhxWn0DcH/06Y64snsKcQlJq/5pR4unVNIQgNVVfj0pdk1j/3/vWcxHpsRq1Hl6vlFXL84uxJUfyTOwVZ/1lXEB1i7o5mv/nU7X310+4Ce6MmqzRehzX/qoko1hU7uvLAam9mAwaBS6EqNuFhc4aHAaeafz53GHRdUoyrQEYjithqJJiZ3gVhvKM7Dbxzl168d4Y+b6ojEJ/fvO9kZDAa+c9NC8nunKymAyWDArKoEIycO0BdiYvLYTBS6zGw62sWuRi+LKmSaiZhYCt0WVtXkAqnz9BVzTx6afyYjSuyPHDnCsmUnD+G0WCwEg6deTkWMzHWLSilwWmjxRXh6Z3OmwxFTQGcgSr7Dwj+fO41bl1XQ5M2uarOVuQ4+dP50Pry6hqsXlp1xtY7x1B2M8fs363hqRzO/f/MYDd3ZM4WmJxTjT5uO0RmM0eaL8uvXJ3dR1HV7W/nDW3X84c06Xjt46jWON9R2YDGq5DvMuKwmukNxpuU5uGhWITcsKaPAaUFRFAqcFmrbg7w8yddLfvtYF/7ehK/dH2V3kxSlmugumVNEdYEDp8WAyaAQiMb57caj/MeTuyf9jSoxNbT6wqzb24auQyCa4LEtMspVTCzhWIKmniguiwGnxcDhjtCwR82NKLGfPn0627ZtO+n5Z599lnnz5o3kkOI0LEYDH1yVKl74m9ePZFUSIyan5AltLNuG426s7SChaei6zoFWP81ZdOPhQKufSDxJLKGR0HT2NfszHVJaJKGRSB7/W4YncU9sJJ5kW30P9V0hGrpDvH20i+Qg7Tip6exp9JFI6miaTn1XkKaeMO3+KHVdIQ60+ukOxQfs2xkc3py3icZoGHhpYOw/NlBMSEc6grT5IyQ1naSmk0jqxJIah9oC7Kj3Zjo8Ic5ahz+GLxKnKxDGF4rS0D38pcKEyKSuYIzOYAyd1Eombf4o0WFep41oAsqXvvQlPvOZzxCJRNB1nU2bNvGnP/2Je++9lwcffHAkhxRn8P5V0/jpK4fY3uDlrSNdrKrJruXHxORS5LKypNLD9novJoPCxbOHPxxoLLX4Ivz17XpiCY05JS4+sCp7Vu0wGRX+8OYRukMJHGaV771naaZDSityWphb4ubPm+swqPCly7NrisVoMhlUfvzSoQHPffHKk1d2eN8v3+BAW2DAcy/sbUv//ItXarGbwO2wMj3fTmW+g8UVHva1+HBajFTknr6+QySe5GhncNBt40mNw+1BLEaV8lxb+ufqAsdwf91RdW51Hi3eMK2+KNUFDhbIeuYT3m0/Xk/ghOvDFl8UdPjhuv3csqyCi2cV4I8mafVG8NhMlOVYafVHJ207F5NLaY6VzUePFzfd1yojiMXEku+0pEfLQWo4vtVsID6MvoQRJfYf+9jHsNlsfOMb3yAUCvG+972P8vJyHnjgAf7pn/5pJIcUZ1DgtPCe5RX84a06vv/cfv76qfNRFOlFEWNnzdxizq8pwGhQMBlGvIDGmHh88zHaAqmT3+Yj3RxrD1KYJRWef/ziQTqCqdh8UY3vPbuPaxaWZjiqlGg0wsMbj6Yff/uZg3z0ktmZC2gMfX/tKyc9Fxik5sFbR3tOe5wk4I+DvydCVzBGIJakKxhjZqETo0Hl4tmFLK/KHXTfaCLJnzfV0R2KAwzYNqnpPLqlgRZvBE3XCceS6cJ8y6tyM3ozzWY28N6V0zL2/mJ0xRLaSUl9n1Z/lPZAlH3Nfn6ba2dGoYOmnghuqxFVVSZ1OxeTyznffnHA4+waZyjEmW2rbxnwWGf4I2ZHdLUeDoe55ZZbOHjwIIFAgDfffJMvfelLVFTIOutj6XNrZmExqrx9rJuX97edeQchzpLNbMi6pB6gOXD8jqYG/Oq1g5kL5gT9ewwA6rJomcpv/H13pkMYN3968+TP/b5nNg14HA4Pf6imP5ygMxDDG0klMXuaTz3/vLknkk52APb227YzGKWldwpJJJ5kX8vx1053TCGGa3ttwylf04GkniqY2NwTprZ39EqbPyrtXAghxtGv1p1c9+iZLac+fw9mRFfsN910E7/97W8BiMVi3Hjjjdx///3cfPPN/OxnPxvJIcUQlHis3HlhNQDfeWqvVCoWY0rXdToCUfyR+Jk3zrBdjdlzgVjkGriEVDYtjxaJTZ1VNTbfc+1Jz337tgsHPLbZbEM+ngLYTAZMRoWOQJS6zhCReJLc3krjg/HYTKj9Rlbl9ltezGkxYu5dttFsUHFaTf22O/UxhRiuqtIz94preirJ99hSbc9iUjGqClZjauUjaedCCDG2PnzJydMjz59TNKxjjCix37p1KxdddBEAjz76KMXFxRw7dozf/va3/OhHPxrJIcUQ/culMylyWTjcEeTHL2VPL6WYXHRd56kdzfxu4zF+8/rRAT0w2WjNCJYEGStXzB14Ep5TmD1r2X/4wqkzvDqe1Cjsl7dXOuHEuqNDXT7UqMKqmjyunFdMsdvGwnIPVpOBcCzJFfOKT7lfrsPM9YtLqcq3M7/MzeXzjrcNu9nIjUvKqC6ws6DcwxevmEV1gZ05JS6uW5QdUzfE5JDrOPM0JR2wGQ1ML3SyqNzDtQtL+ehF05lf5mZ+mVvauch6S5yZjkCIszOz8OR6Ng7b8G6AjqgrKRQK4XK5AHj++ee59dZbUVWVVatWcezYsZEcUgyRx2binpsW8qnfb+Hnrx7m4lmFnCeF9MQoa/NHeetIJ009YYyqismgMK80ewpo5TsMdAZTI1YU4PxZw7ujOZb+uLl+wOOtDYFTbDn+3v+rLZkOYdzE40miuhGzIdVO/JrxpKr4Q632rioKRoPKP59Xycv7O9LP59hNWE2G0+47s8jJzKLBrzgr8+xU5h0vNDanZPB/YxtrOznUHqDQaWHN3KJ0D6gQQzGUdm40KCR0DZfFyAfOr6LUM/TRLDA67VyIs7E9e75qhRiRfS0nr6LkD0WxDOMrf0RXBzNnzuSJJ56gvr6e5557jquuugqAtrY23G45YY+1axaWcNPSMpKazqf/sJWjHVL5U4yuWELjUFuQYDSJNxznUFt2fWPWFLqxqKmkvtRjocyTPb3iqaiyU/4U6tGIJHVUhfTyXio62gld9kMtQJpI6tS2+TnaEaIyz05S09E0jRybiVcPtHG0MzBmy5AeavPz5uFOOvxR9jb7ePNw55i8j5jaVEBFYV+Lj211qToh8aRGLJ5kV6OXXY1eEkMc4SKEEGL4jIaTryPMgzx32mOM5I3//d//nfe973188Ytf5PLLL+f8888HUr33y5YtG8khxTDdd+tiDrUF2N3k4z2/2Mhv7ljJogpPpsMSk4TJoFKVb6epO4zRoGTdskT9C9Q1eaOUWBKn2Xp8BWIDa18ksuhauCm77s+MqUKnGV84Qd/H7wsnsJyhd/1UNKDZG+VbT+6iwGnFZjagKgov7GmlKxAiklQodllZM7eQqxeWck5VHoda/RxoDbCg3E1V/sn/fvqWB3OYjQN6M0/kjySIxJP4IwmcFiPB6Oi29UA0QX1XiDyHmWL3yG+QJTWdl/e10ewNMy3fwcWzCmTlliyRGEJV5WhSxxeOsa2uh/2tfn7x6mGK3RY0XSEST9AWDBOOaMwucXLZ3BJWVudRne/glf1tWIwqF80qQFVP7is6VTs/2hEkmtCoKXSMS4HW0WrnQggxVlp7Ti7o2xFMUGgf+nfpiBL7d7/73axevZrm5maWLFmSfv7yyy/nlltuGckhxTDZzAYe/vC5fPDXb7Gvxc8t/7OBOy+o5gOrqqjKt8sF1SgJRhMcbg/iDcdJ6joFTjNV+Q6cWVQQbSwUuiysqMqlofcCaPWsggxHdHqrfrCZo/ddn+kwRBbZ09BJ/3sqid7K3/3NvHvtkI+nA93hJN3hwUdI+SJBDrUH+fv2Zj58YTXrD3SS0DTMRpWvXTeP+f2mssQSGn99u56OQGr5vdWzClhZnTfocXPsZva3+AnHkxgNClctOPVc5+HyR+L8aVMdwWgSRYHrFpUyu9g1omNtretmZ6MXgI5AjHyHmYXlcrM5G8z6+jND2s4f0yCmQShOY3cEowIGA/RbVpm67giv7u9kbqmTIreNQO+Lm49285Wr5ww43qna+asH2tl6LHVztizHynuWV6IOcVrMSIxmOxdCiLHy5cf3nvTcjT98nY3/dtGQjzHi7KSkpISSkpIBz5177rkjPZwYgUKXhUc+cT7/57EdPLu7hQdfP8KDrx+hwGmmyGXFbTNiNxuxmQ3YTQbsZgN5DgtLp+VwzrQcXFapSHuiaCLJpiNdvLyvnVcOtHG4/eSLeFWBheUerppfzK3nVFCWM7y5iBOBQVU4ryaf4L5W3FYT82ROpJhguiMnrxpy4hz70R48r5O6GfjbN45hMqrpqt8bDnUMSOxbfRH2Nvto9UVxWo3kOczpxL6+K8SeZh8uq5Hl03J5cW8rNrOBfKeZQpcF/yj22B/rDBGMpj4nXU8tUza72EV3MMabhztRFFhVk0+O3XyGI5FO8Pr4I9kziiaTEkmNNw930RWKMbfENWESSh1AGZjU94lrOt5Qgs6AL90Lv7Wu+6TtWn2RdFIPsKfJx8rqPHY3emnoDhGJa3jDcbpDMfKdZy7wN1KnaudCCJHthlvyeHJ3O04BHruJn33gHF7Z385vNhxhY20nHYHYgC/TwZgNKpfOKeTGpWVcMa/4jAWgJrPGnjCv7G/j5X3tbDjUQfiEZQQLnGYKei862v1ROoMxdjR42dHg5b9fOMBV84v5l0tnsqQyJwPRj41gNMGT25sIx5J0BmI8v6eFm5aWZzqsUyp1Tt32KwYXCp08pC2ZHPhv+7cfXsL7H9o+qu8bT+oEYgm0iI43HGdGoWNADYiuYIyX97Xy+qFOEkkNRSFdDK8nFOOJdxrTQ6c3HemizRelKxijOwT5TsuApcTOVs4Jy43l2M3ous5jWxvSiXmzN8KHL5x+xmMtKHOzp9lHLKFhNxuYVyqJE8CG2s507/Th9gBuq4mSca4J8t5leTzyTtew9unrPzcoqXXuT3zNYlSwKMfPu3mOk9ul22bCoCrpG2p97a09EKWhO/Xv0xuOj/nSvYO1cyGEyDZ2IHTCcz//0sUMpxtCEvtJQFEULptbxGVziwjHkhxqC6TWH48mCMcShGJJQrEk4ViSxp4wbx/ror4rzPN7Wnl+Tytuq5EblpTx7uUVLK3MmTTD+CPxJB2BKJ2BGF2hGN5QnJ5QjJ5wnJ5QnKaeMLsavTR5IwP2K3JZuGxO6vM8b3oeuSdcsLR4I6w/2M5jWxp460gXz+1u5bndrayeWcCnLpnBhTPzJ/xn6IvE2XSkkyMdQYxq6iZQNif2XeGxvTAUE4/ZenIP4In17c6pHvlqCmY19VUb7zfev8RlwWxUKHJZaPXHiMSTLK3M5dqFqWW9gtEEj2yuZ2+zl2g8gaKouCxGwrEEuq7TEYgNmA9d3xWiItdOLKHhi8SZVeRkSYUHXdfZ3+onGE0wq9iFe4Sjrypy7Vw5v5j9LX7ynGYumJFPNKEN6G3vCcVJJDWMZ5gHXeS2cscF1XQGohS6LNjNw7u80HUdTU+NFppMOgPR9M+6Dp3B6Lgn9gVOJzD0xN6kppapWzLNg9tiZkdjD809YeIamA0K88vcXLOglPOm5/HY1gbMRpUPX3DyzR+PzcQNS8p4p64bh8XIxbNSy5JWFzho9UZIajpluTaCsbE9fw/WzjNlsrZzIcTZOzGpB/in+9fz3HgMxRfZyWY2nLGInq7r7Gvx8+T2Jv6+rYnGnjB/eKuOP7xVx8wiJ+9eXsEty8onVIGZSDzJnmYf2+t72NHgZXt9D4eHuFqAqsA503K5dE4hl84pYkGZ+7SJeYnHyu0rKrl9RSUHW/387NVa/r6tidcPdfD6oQ7mFLv48IXV3Li0bNgXt9nCG4pxrDPUW1E89dlms+m5Mq1EDHSs1XvSc+F4kv5jO86maFdCY8AcfqMCty4v460jXRztDGMgVVX86V3NPL2rmRVVeVw6p4DNR7uIJZIYVBWzUcVhMWA3GQnGkpR6rKhKaskbi1FlSWUO3cEY5bk2ZpqdXLOwBEVR2HCog01HUona1mM9fGBVFTbzyEatLCz3DJgLbzJAVb6dY52pS4yaQscZk/o+TotxRPVHGrpDPLWjmUg8yfKqXC7qTQAng9nFrvRnaTMbTlsocazctryEn75WN6RtHWYD0wvs5DksrKjKY2NtR6pivqpiVqAq38YtSyvwRmL84a1juG0m9jR7ec8v3kBVFa5bWMpXrp6THgU4vcDB9BOKry4sc9PVO6rQajJQOg43Ok5s55kwmdu5EOLsKZzcN//Nm2cM6xgTM+sQZ0VRUmuSzyt185Wr5rDxcCePbmngmV3NHGoLcN8z+/jes/tYPauQVTV5LK3MYWahkwKnZUwL3AxVKJbgYGtqRYBdTV52NnjZ2+wbtPKv2aCS7zSTazeT6zCRYzPjsZvItZsocFqYX+pmQblnxMXwZhW7uP/2pXzpytk8+NoR/vJ2Pftb/dz9+E6++Y/dXDy7kItmFbC4IofZxc4Jk+jrKLisRrqCMQxqqlcxm62ZX5bpEESWueeZwyc997sXNnHnxbPTj+Px+EnbDNWJix0kdPifV45gVCHXbiaS0NB0ne5gDKOq8E5dN3WdQYwGlY5AFF3XsZkMOMxGzEaVe5/ey8WzCnhuTwstPREsJgPBaAJNB5tJ5a7LZ6XrohxuP768QSCaoM0fochl5ZldzXQGYswqdnLJ7ML0Dcp4UhvWTYwbl5RxoDWAojAuc5Ff3t9OuLfX9u2j3cwtcVPoGrs51+NpYbkHj81ETyjOtHz7iEdXnI14+ORpKacSiSVp90exm43sbfZypCNAi+/41L6DbUG++eRujGqqbUTiSdoDsdSoDlXh+T0tLCjzcNHsAp7d1UIolmB5VR7Lq3LTx5hV7GLDoQ7a/VEunFmIL5Jgy7Fu8h0WFpaf/sb6RDaZ27kQ4uwNNuD+mV21XDCMa9zsvlofZQcPHuSOO+6go6MDj8fDww8/zIIFCzIdVkapqsKFMwu4cGYB99y0gKd3NvPolgY2H+1m/YF21h9oT29rNqgUeyw4LSacFgP23gtSg6KgqqAqCgZV6X2soCqp4WaKogxY2bv/d7Zywprf/V+LxjVC8dQUgnA8QWcgRrM3gjc8+MV4vsPMksocllTksKTSw6JyD3kO87hcJFTk2vmPGxfwxStn89e36/n9m8c42hnihT2tvLCnNb1djt1EscuK02rEbjZgMxkwG1VUJfV5qUrq8zr+M2i9Q/c0XUfTjv+s66liYH2vp4b46ST7/axpkNA04kk99f+ETlzTSCR1EkmNuKbz1tcuP+mGTXmOlYSm0xOKY1AVCrL84uOPbx7jX69bmOkwRBYpdUGjf+BzM2aUDnic0Eb/3JDQoD0Qw2pUMBrU9L/Tdn8UXzhOrsNMZyCaGvIeTeC2GTncHiCa1NhY20GLN4KipJYYW3+wg0XlHgJRhT9uquO25RWUuG0Uua3pOipmo0quw8wbtR3pnuF36nooz7FRmmPjb1sb6AjEqMi1cdPS8vR8/lNp9UVo9kbIsRsp89hHbchwLKFhMiiDno9jCQ1/JI7NbEBBGdKc685AFJNRzUii3BOKsW5vG+F4kvOm5zHrDDc/KvPsVA6+6MG42N0ytNFrAEmgzR/DZFA50hGk/RT1ehIa1LYFKHZb099HAJqmE4oleGlvG+3+KKCzdkcTTouROSWpz+nV/e0kNchzWNhyrIvNR7vSN9fD8STnTs/ghzWWTpgLpI96+U4hxGQTHGx8/mlMqcT+k5/8JJ/4xCe48847efTRR7nzzjvZvHlzpsPKGi6rifeunMZ7V07jSEeQF/a0sK2+h+31Xpq9YWJJjfquMDD0u/9jJc9hZkGZmwVlHhaWu1lamUN5ji3jd/o9NhMfu6iGj66ezr4WPy/saWVrXTfb63voDqXm9veERt5LOBYSmo75hIv3pu4wxzqChHonEPcVf8pWPaevFSmmILcKjSc8V2gcOOT3QGM7YyWS0CGRSlBVUgl4JJGkritE3+CiWDLJ1qPdWM0qsYSOjk4smRqOZ1DBqKaSXF8kzpGOILsbfeQ4TKyYlkuh04zHZqLAZeFAi48X97bS2B1K3TQ0mdjd5OPVA+00dIVw20w0dIfZ1eRlaUUOdV0hVEVhWv7AYeH1XSEe39rIwTY/HYEoSypy+Odzp1HdO5T61f1ttPkjzCsd2rDmRFLjrcOdPL2rmYQGNQUOblpaRmNPmO5gnDklLmxmA62+CPta/ETjSUo8Vh7d0sDyqlwunp0aqhyOJekJx8hzmLEYDfxpUx0HW/24bSbWzC1icUUOALXtAeq7QpTl2M440iAST9LQHcZtM1LksrK9vofGnjArq/LoDEV5+2g3NpOBK+YV4+ktvuaPxPFHEry8r402f2ru/DO7WijxWOkJpV6rKXQMKEar6zo7GrzsbfExs9DJilMsazgcLb11Yfrm6vsicbYc7UZRYGV1Ho4TRli9suvEfwmnpwONPRE8ttNfIiaSOjkOE/5InJimYVBV5pSkvo+f3NGEpunUd4fpCsZ4ZHMd1y4qZWV1HuHete2D0QTW3htT9MbcNMg6zoPZ2+zDH0ngthpx2UyUeawZ//4/k4tnF/LUjmZiCY2llTkUuUY2BUHXdQ53BEkkdWYMY6rMRHemdi7EZJQc5vXtlPlX0dbWxttvv83zzz8PwG233cZnP/tZDh06xMyZMzMcXfaZXuDgExcfn9cRT2q0eCO0+SMEoklC0QSBaIJ4sq/HWO+dj93388Ae5j7971CfWMhqwENdx2IyYO1dps9uNuC2mSjz2CjNsWakl2Y4+k936OOLxGnuSX2GwWhqFEIoliSe0Ab0wvfvodd1vXf0w/Fe/PTP6vHefUPv84pyfOSEoqTiMKmpnkOjQcGk9v7foGDs/dk4SI/cun2t6aQeYH9r4KRthMhmh0+eYs/2xkbmFlenH8+vGr014U9HA+wmlWAsyYkzhuI6xKMDB/brQFIDp0WlqSdMIJrAqCo09oQ52hlgT5OfyjwbbquJaDzJ3hY//kgcTdcxGVRKPVb2tviIxZPoCtQUOJlb4kLXYe3O1JQrgMUVHi6fd/wzONQewBeO9/a0Qps/ymsH26kucPDQ60d4dncLABW5XXzykhmnTZ41Tef3bx7j79saafNHcVqMxBMaD204mk589zT7qMq3YzMZWF6Vy9Zj3ViMqde2HOtmUbmHpK7z17cbiMSTuKypOfxPvJNKVIvcFmwmA4srcjjaEeQf25qA1IgFfRHpHuITReJJHtlcT1cwhqKA1aTyyv52dB0e2VTHnBJ3umbBc3tauH1FJUc6gjy1vYmEpnOg1c+MQme64vtbh7vY2ZhqcDl2E+87b1r699h0pIsHXz+CLxxHVeB951Vxw5KRTx16eX8b2+p6gNTfb83cIh7f0kB37w3jhu4wH1hVNWAfPRQ98TBnpJP63h9szmcfj02loStMXNNxWM3ceX4Va+YX8dyuNoLRBAdaA8STGkUuK06LkbePdrOyOo/uQIytx7rRdB2Hxcgl/eaaV+adefnYN2o7eOtwF0c7gnQEo72j9HK4ekHJGffNpKp8B5+6ZAYJTUu3j5F4aV8bOxpS7a0818a7z6nIimmSY0nX9TO2cyEmo1c7hrf9lEns6+vrKS0txWhM/cqKojBt2jTq6upOSuyj0SjR6PEvQp8vuwuHjQeTQe0dTjj+hX8mC7fVhLvEdMqLzWyyu2mQrEiICcQCnJjO+E7Iqhvbx28kSjSpoaoKZiB24vphgzCoUFPoxB+JYzQohOMawd417G2m3lU//FFMBpVANI6m6ekeS00DXziO22YiEE3QHYzhtpmYUegYML1qV6OPNXOL0vsVOi0DpkPZzQYMqkoolmBbQ0/6+caeMK3eyGkTe284zqG2QPpGRiiWGnlgManpxD6p6cQSqZsafTck+9cCUFWFd451p4fm94Ti7Gz0ppPNNl8UY4WSjqm/pp7wKc+1Db29yJC6wfzSvrb0tDBfJE59dyj9u/V95luPdafruLisRnp6116flmen2Xv8vXtCcVq8EaryU6McDrT68fVOH9N02Hy0a8SJfSKppZN6gB0NXlZU5aWTHUgtyZo8oZ0/2Tyit0NVFMxGlXhCQ+fkBD+cAKOaSv4VYNOxbmYWu9B0nTyHhcUVBtp8qc9CURQcltTfvbYjSInbSlLXMaoKs4qdlOXYyXOYmV/m5kyOdoTQdJ0WX2rkQiCaYE+Tj0tmF2b90r0GVcGgnl2Me/sVs23sDuOPJNKjSiarSFw7YzsXYjI6sZ7PmUyN8TvDdO+99+LxeNL/VVZWZjokIcbV+86dNuCx9QzzcjOtOlfWJRYDfffm2Sc99x83rR7wuLp09KtSD/YvxWlWWFjuoabAwdwSF4VOMya1d8h9byLdv7/NpKam9ZR4rJTn2CnLseG2GnFYjBQ6LeQ7LRgUBYvJkBqRo6rQV+NEVXDZjJgMKlajSrnHyqqaPP753Gk4LcYBiY/TahwwfHlhuYfrFqeGS9cUOple4GDN3CKMqkqh83idDbNBZXrhwErnJ7KZDeQ5zL0jrowYVYVit5XL5x5fYtBsVFkzt4h5pW5y7CauW1RKdUFqXv/qWQV4bKYB8apKqke8ptCB2ajitqX2AajMtQ+4KXG6nl+31Thg2wG/m9HAzKLU76b0rpjS9/v0KfXYePeKCt69vIKbl5WT329/g6oMGFE2vcCRrlOgKlCec+Ye6VMxqMqAOCwmFafFMGD5vMq8k+siXDP7zMlyfyqpz6gq38H0fBtFLgs288CWbVQVCnuXglV6257HZiLfefxcbDcbuXlZBYUuC6Uea3rZx/IcG2rvTRyjQWVxZQ6rZxUMKakHKPFYUJXU/qoCdpMBi0k9q1UuJpL+S/BaTYYRr4gxkVhN6hnbuRCT0Tv/54JhbT/peuzvuusu/vGPf3Ds2DHeeecdli5dCqSqHx86dIjZs2fj8Xh46KGHqKurY9q0aScd42tf+xpf+tKX0o+7u7uprq6moaEBt3t4X5BCTBT19fUA1NXVUZ2Tw/vm2/nbtgasJgP/dcMiGhoaMhzhcSvyYrx59Hivxe8/e3nWxPe7W8v454d3pB9/dFVp1sT2+meXsOq76wY8ly2xjbalFTYSvuNj2AxAY2PjgHaek5NDXqyDtsjI30cB7BaVXLuZUk9q/XZNg1Z/hHZfBI/dzC1Ly7lxaRkv72sjEEswfWkR7b4oj29rpM0XIcduxmRQiCV0YskkBkVl1TQb51eZaOlJsqspzNJpFq5bVEp9d4jXD3ZgNqnMLHTS0B3GGo/RHohhN6ksm5ZLZa6ZVr9OkzdIZY6N80oUuttTw+jPLdTZfLQHg6qwsjD/pL9/kQr/tMCBrttRFIWEv4M2P1xWaSAZSBCMxrl8XhEEu2gInn5t9IvLDSghnW4HLJ2Wx4oqD6qawBTV8IbiVBc4CPe0szAHFub0JcNWdF1HUUI0NIQoNWjkKwFavGEqc+1cNN3JpqNdVBTDqpockoFOGgKpZHRVMTT1RChyW7DGvDQ0nHrk0aKcBPuaU/P0r1iRy6NbGugIRllRlcuaual11q1mA3lKgIaGADMdCRqTXnzhOLOLXBQoQQgFaQ7BHFcSb3uQYCzJ3CIXwe42gr2DQaqsOjfOtPBOXQ+lOVZWl6ln9W9uRYHOxsOpg68szaO5uYnzinT2aalpBfMKrDQ0NAxo59+4ajpPvb1u0OMZFDAZVcpz7OTZTbQFouQ7zLxneQmvHuxAU3XuOL+Y+u4gr+3voMUfxWk1snxaLtcsLObB14/Q3BOl0GTmzsVV5CtBZtijtAeiTMuzMcsZY5YzdakZ9bbT4IVrakz4OhN0BWKsnJ6HM+GjoWHoIyNn2HWC9ijWUgVvOIkr6WNlQR7NTcOrJTBRLcvXedufmuZwTlEubS1NmQ5pXJypnU+l7zcxOQ3WhoPBYHrkeDJ55sKyiq6fONN5Ylu/fj01NTWsXr2aJ554Ip3Yr1mzhqamJu6++26cTid33303OTk5vP3222c85ubNmzn33HPHOHIhhBBCCCGEEGKgTZs2sXLlytNuM+l67C+++OKTnusrnLdx40Y+9rGP0dHRwbFjx3jggQeGdMy+Ofj19fW43W4WfvO5UYnVYlS484Lp7GjwcqwzgA7MKnZiMRooz7Xz7LZjtAQH3nf57/cs4VBbAIOqcNncQuaUyAgCMToaGhpYsGBBup0LMRmd2M5Hcj5XFXBZVHId1tRwcaMBbzSG05yqofHJS2p44MWDvHm4E1VRuGlJOZ+4pAZVVegJxfj9xmNsq+/Bala5ZkEJZoPKwbYg7YEINrMRj9XEpXMKmVt68r/Ddn+EJ7c3EY5pVOXbuXZR6agNSQ1GE/xjeyNbj3YTiCVYXJ7D9UtKmZZ3+mH3Y8kfifOPbY30hBIUui3cuKQsI/Oo23wRntqR+twdFgOReJKkBosqPVw869RTOjr8UZ7c0UgoqjEt38Z1i8rGZQjxUNv5iqpc5pa4KM+18vaxbuJJjaWVudyytJxC98Cq7S3eMP/v2f10BmMUuSx84cqZ/PzVI9R1hnBaDXzpqjnUFDjH/HcTos+Z2vmub12dociEGJnB2rDP56OysnJIxd4nXWI/mL7CeQsWLGDjxo0AnHvuudhsg891O7F4XjCYWgPW7XbzjSf3o1pGp4BcAvjj1nZKc6wkjTYi8SRHvTq5DhVr1EBbwoZ6wvLh/7ullcvnpqoYb26KsHJ2xajEIkRfMu92uyWxF5NW/3be1tY24vN5CEhEVTSTkWgkiaqYsNosHPZqPLG7i+2tsfSxXznq57YLDMwodLKxvoUjfh3FYicKvFEfJt9hxmG109gaxZVUKMh1sLkpwrlzTj6/v3zYj26yYzVBawQ6ouoZ11Efqh0HO2iLGOhJmsBgoi2q8k5LjIXVpaNy/JHY2txGRLFidYA/CXV+nRXV439+WlfrS3/uW+q7mZbnIM9h5mBXklWqhQKnZdD9XjnShGa0YzVCWwTaIuq4FFDt387vf+i1U7bzkG5kS3OErriBkG4BFVrCKjvb49xcUTRg299vacWnmTDZTHQn4FcbW2kOKZhsDqLA2r09fP36kVf8F2K4+rfzxd89uZ3LtYyYSKrvXntSG1713dd4898uAsBgOPNN7alRaWSYTlc8z2Ea5XshJ/wFlN7avKdajtXQ7wXDqTYSQghxRme71KlC6hTed95GSf3fqKoDzuGKoqTP1wZFGVAoT+1dllLpd8zU84Of3098fjTX7laVgUX8+pbTzKSx/H1HGoeCMuDve7rv4hM/v0zUd3v3bRee8jWDqqb+zv3i6ltO9USqOjB4g2HgNqdqs0IIIUZm2TC3nxKJfWVlJc3NzSQSqWVrdF0/ZeE8SBXP83q96f/6inMA3Hv7cD/iU7ObVL565WyqCxzYzQbynRYWlLuZUeSkItfG4pKTewC+cMUsDGpqCZor5o/PGsxCiMnjYKufLz6yjf/z6A7afGdRNW4KMyiQazdRle+g1GNjQZmLshwbDrORc6pyueOCai6bW4TRoGIxGbhlWTlV+am78OfV5LFsWi4Wo0quw8y7FpdxyexCTEaVBWVuagqdmI0qV57i/H7hzAJy7KZUAalSFzPOUJ1+OM6pyu1desyG25aqPn/ZnKIz7ziGVlTnpqthT8uzs7jCk5E4Vs9MVelXFLhyQTGlHiuqorCqJn9AlfITXTijgNzev9fcEhczCsd/qPrCipxTvuaymblqfjGrZxZS4LTgsZmYVeRi9cyCk7a9fUUFFbk2FAWq8x3cfc1c5pW6URQocJr5wPmyrrjInKP3XZ/pEIQ4K4O14T8Ms11PuuJ5faqrqwcUz7v00ku58847ufPOO3n00Ue57777hlQ4D1Lr2Hs8Hrxeb3pYz9G2Tuo7O3E6XfiCQYodDqbl5+GPxnjrwD6K7S5mTJtGnstKPJ5E01Jr9jodZgLBGKqiYO+37mgioaXvkKuqgqbp6cc/f+1NPrj8HBz21MVD358sUz0XYnJqaGigsrJyQDsXk0urL8I1P1yfXg94RqGDpz530ZRYLqnPYO380KFD3PuH/VRUw/XLZ5CXk4PJZMJttxGLx7FbLJgMht5q7QpGY6qX02BQ0bS+8zFomo6hX5ds33l9sN7Pvv36Xus75w/1/N7/O2K0nRhbNhjL33ekcQwnpvGOf7B2/uCv1/Kdg/DpJfDJay8kJyeHRELD2Luc6VD/7v33GeyxEONlsHZ+5d1reUGSfDGBvf/utcDxpH6wPPRUJl1i/8lPfpK1a9fS0tJCfn4+LpeLQ4cOsX//fu688046Oztxu9089NBDLFq0aEjHHM4HKsREJYn95PfVv27nr1samF7gwB+J0xGI8a/XzOFfLj27IekTibRzMRVIOxdTgbRzMRUMJw+ddMXzfvGLXwz6/Jw5c9KF84QQYqrpDET52zupdZ7/+/YlHGkP8uW/buehDUf52OoazNLjJoQQQggxYcmVnBBCTAH/2N5EQtNZWO7mnGm53LCkjAKnhXZ/lA2HOjIdnhBCCCGEOAuS2AshxBTwj+1NANx2TmoJNbNR5bpFJQCs3dmcsbiEEEIIIcTZk8ReCCEmOW84zvb6HgCuXlCSfv7ahan1yV/Z38YkK7cihBBCCDGlSGIvhBCT3MbaTjQdagodlOXY0s8vr8rFZjLQEYhxoDWQwQiFEEIIIcTZkMReCCEmudcPtQNw0QlrU5uNKiun5wHIPHshhBBCiAlMEnshhJjkNtZ2AnDhCYk9wAUz8lPbHO4c15iEEEIIIcTokcReCCEmMV8kTm17EIAV1Xknvb6iKheAbfU9Ms9eCCGEEGKCksReCCEmsV0NXgAqcm3kOcwnvb6gzINBVWj3R2nxRcY7PCGEEEIIMQoksRdCiElsW0MPAEsqcgZ93WY2MKfYBZCunC+EEEIIISYWSeyFEGIS21Gf6rFfXOE55TZLKnMA2Na7rRBCCCGEmFgksRdCiElsR2+P/eJT9NgDLK1MJf3SYy+EEEIIMTFJYi+EEJNUVzBGkzc1b35hufuU280vTSX2+1p8UkBPCCGEEGICksReCCEmqYOtfiBVOM9lNZ1yu1nFTlQFukNx2v3R8QpPCCGEEEKMEknshRBikupb5m5GofO021lNBqrzHQDsa/GPeVxCCCGEEGJ0SWIvhBCTVG17AICZRadP7AHmlKQq4++XxF4IIYQQYsKRxF4IISapQ22pxP5MPfZwPLGXHnshhBBCiIlHEnshhJikhtNjP7ckVVxvf6tvTGMSQgghhBCjTxJ7IYSYhMKxJI09YQBmFDrOuP3c3h77g60BkppUxhdCCCGEmEgksRdCiEnoSEcQXYccu4k8h/mM20/Ls2MzGYgmNI52BschQiGEEEIIMVoksRdCiEnoUN8w/EIniqKccXtVVZhRlOrZr+2dmy+EEEIIISYGY6YDOFFPTw+bNm2ira0NTdMGvPahD30oQ1EJIcTEUjuMwnl9ZhQ62dXoSy+TJ4QQQgghJoasSuyffPJJ3v/+9xMIBHC73QN6mRRFkcReCCGGqK9wXl8v/FDUFKRuAhxulx57IYQQQoiJJKuG4n/5y1/mIx/5CIFAgJ6eHrq7u9P/dXV1ZTo8IYSYMPqWuhtKRfw+6aH4ktgLIYQQQkwoWZXYNzY2ctddd2G32zMdihBCTFhJTedIR2o4/XCH4gPUtgfRdamML4QQQggxUWRVYn/11Vfz9ttvZzoMIYSY0Jp6wkQTGmajSkXu0G+UTi9woCjgDcfpCsbGMEIhhBBCCDGasmqO/fXXX89Xv/pV9uzZw6JFizCZTANev/HGGzMUmRBCTBx9w/BrChwY1DNXxO9jNRkoz7HR0B2mtj1IvtMyViEKIYQQQohRlFWJ/cc//nEA7rnnnpNeUxSFZDI53iEJIcSEky6cN4xh+H1mFDp7E/sA507PG+3QhBBCCCHEGMiqxP7E5e2yVfXda8f0+C4gqkKs38dx1dwCfnnneQC8caiDv73TSFzTuHp+CdcsLBl0neqF/76WQL/RtEfvu35M4t3V6OXto13YzUaunF9MrsM8Ju8zHi6+9wXqvMc/tLH6zDLtV+tr+c2Go6gKfOayWbzvvGmZDkmMouOJ/dAr4veZUejk1QPtU6Yy/miezxVAVcBmVAjHdVDAYlTJd1q4YEY+s0tcvLC7lYNtfuJJHbNRIddmxmExYjUbUBUFowomg4EZhU5W1eSxt9nHnmY/3nAMXYc8h5mKXDuxhEZ5ro3lVbkkkhoPvXGUpp4w80vdXLOwlNWzCognNV7Y00qLN8L0AgeXzinkWGeI1w62oygKa+YWUZZjO+n3iCU0Xtzbu1+hg0tnF1LbFuDBDUfwhxNcPLuQdy+vOONokIOtft6o7aSpJ4zTYqQ818bqWQW8caiT7lCM+aVullfl8uLeNpp6wkzLs7NmbhHqMEaZjIaOQJQfvnCA9kCUVTX5rKzOG9Z3mi8S5/ndrfgjcZZNy2VpZc74BN7rWGeQ9QdSf9PL5hZRPsjfdLjt3GFWyHVYSSZ12nwRNFJzN7X06yrfeNd8djR42Xy0i65gHIfFwE1LyphV7KK+O0xnIIrVqJLUobrAweXziihyWTnaEeDf/raLrmCMC2fm83/fteCsP4OppM0X4cW9bSQ0jQtmFAyrQOpENpJ2Plmv4cTkdbZtOKsS+4ngo79+bczfww/Hvz17Pb+vA4D6rhCPbmmgsScMwFM7mqjMs7Ow3HPScQInTJH95P++xS/uOG9UY+0JxXhxbyu6Dt2hOC/saeX2lZWj+h7jqX9SDzD7a2s5cO/k+mIIRBL89JVakslUI/v+c/sksZ9k+obizxjBBV9NYV9l/Mm/lv0vXtg1qsfTgaQOgbiefiIU14h5w7yyv50NhzrwRuIEIsdHn/WE4piNKgoKZqNKIqmT5zDTFYyxvaEbp8XEgVY/gWgCg6pgVlX2t/rJtZsJxRN0BqPsavDS7IsQjCboCsZwWIyUeKy0+SLsb/EDsK2+h1yHiQ2HOoklUv/2n9rRxCcunnHS7/H20a7j+9X1kGs38cjmeo70tomntjcxu9jJsmm5p/wswrEkz+xqoScUY3eTD5vJQELT2dN8GIc5denxRm0n7f4oB3vb685GLwUuy7gnxg++djgdw1Pbm9jV6KUi1z7k77R1e1up7woB8PK+NspyrBS5rGMeN6QKZT61ozn9N31yexOfumTg3/SK/xz+zatgTCcUC9O/hGb/MZOBmMY9T+6h2G2lsSeMpuuEoiqPvN3A8qocEkmdnlCcSCKJ3WxE1+GZRAt3XFDNt5/ay7HOVFt6dlcLK6ryuHZR6bBjnKrW7mymJxQH4JmdzXz84hqsJkOGoxpbQ2nnY93pJsRYG402nFXF8wBeffVVbrjhBmbOnMnMmTO58cYbee21sU+mh2pXY+YudsPhMOF4kni/kQ3xpE4oNrQpCrsafaMfUzxJ/+LZoVhi1N8jk2KTsDB4dyiSTuoBEppOIDK5/m5TXV9SPtKh+KljTP4e++d3HhuX99F1SGga0aRG3+lb7/tPB00HXdfRNB1d10lqGpquE01oxJMaCU1Lva7raOjpi9t4Uiee1IkkNDQtdbJKajqJpE44ljzpuyEQSab3BQjHtEFXPwiesJ8/kiDc77m4phGKnv6cEU0kSWqp+FKxaulj9dcdHngzNRPfIb7w8ffUdJ1Iv981OIR4TvycI7HxG30YT2oD/qaReOpz7++Qf2zeO5HUSWo6up5qxzo6CU0jEteIa6n22hdLXNPSn5M/Eh9wnHZ/ZGwCnKT6t7eEljpPTHZDaedCTEbDTfazKrH//e9/zxVXXIHdbueuu+7irrvuwmazcfnll/PHP/4x0+EBsO7Ll2bkfW0mFZvNRnW+g/mlbgyqgqqkeuTmlrqGdIy/3jn6w92KXVaq8lNVtxUFVlRPrjm5//faOZkOYdRV5jmZV+pOP15amYPTKoN3JouuYCxd0b5mJEPxe9eyr+8KEU1M7romD33iijF/DwWwmFRKPTYWV3hw20wYVQWDAkYF7GYVh8mAx2bCYzPhshrx2M3k2c2srM6jLMdGrt2M22bCZTXhsRmZWeTEYlIpcJqZUejg4tmFOK0mFEWh1GOlPNfKzCIniys8WEypr3mX1ciSSs+A0V0rq3MHnca15IT9llbmcPHsQoyG1LY1hQ4WDDJKrD+PzcTsYhc5dhMOi5GyHBsGVeG6haUYe4faF7gsXD63GJs51dvotBhZUHr6446F6xaVpGMqz7FzwcwCIPWdtnII32krqvJQlb79bZTljE9vPaQKXi6uOP6ZLa/KPWmKxBv/evGIjm02qunP5UQKsLw6h1KPFYtJxaCqmAwqMwudzC52Ueax4rAYKc+x4baZcFqMrKxOjfC47ZyK9OdV4LRww+LyEcU3VfVvk3NLXHhsptNsPTkMpZ0LMdENNux+uEPxFT2LFiueN28en/jEJ/jiF7844Pn777+fX/3qV+zduzcjcfl8PjweD16vF7fbTVtXF+d+b+MZ98uzQtcZbkS7LfDd25by749uoysGhTb46YdWoek6Dzy/n9qOIOdPz+WB969M7xNPatR1hkhoGlX5jtMOwVpxz7P4o0le/swyysrKhvw7D4em6bT6I9hMBnLsE3d+fZ/zvvMc7YEEX792Dh+9ZGamwxkzT25vRFHgXb0XVQ0NDVRWVqbbuZiYNh/t4j0/30h5jo0Nd68Z9v66rrP4P57HH03w3BcuZk7J0G4cThQntnNfIMri77x42n0sgKqCwQB5Tgt5djO5dhON3WHKPBamFbmZlmvlSHuYuSVOSnJt1LYFQIcSj40cu5k5JS48dhO17UGau0P0hOIUu81YTEZcVhO6Dkldw2M14Y0kKPZYKHRaafVFiCc0fJE4Gjp5djOqmkq4kppOsduKqsCBlgD+WJxit5VilxWzMZWYh2IJukNx8h3m9HdFqy+CqigUuk696sFg+x3rCOKLJphV5BzS0F9d12n1RVEUnaQGDosRj82ELxLHH0lQ5LJgMqiEY0m6QrEB7zXemnrCtPgizC12YTUZaPVHsBoNQ64Z4w3FCcYSFLutGUk42nwRUEhPATixnTd0eFn9/ddPuX+F28jNy6p47VAbswodXDqvhEKnBaNR5Y2DHYTjCSpyHYRjcQ62Bbl2UQnn1RTQ4ovQFYjS5I3gNBs5pyoXo0GhOxTHqKZ69RVFSdea6LO/xUddZ4jzavJw2yb+dcN46whESSR1it2WQW/OTVZnauf9ezdlfr2YqPracV8bPjEPPZ2sSuwtFgu7d+9m5syBydShQ4dYuHAhkUhmhmsN5wMVYqKSxH5y+POmOu5+fCcXzy7ktx85d0THuOknr7O9wcvP3n/OpJv7Ku1cTAXSzsVUIO1cTAXDyUOzaih+ZWUl69atO+n5F198kcrKiVuQTQghxsvZVMTv0zfP/nDH5C+gJ4QQQggxGWTVxNovf/nL3HXXXWzbto0LLrgAgA0bNvDwww/zwAMPZDg6IYTIfn0V8c9mCaTjlfEnfwE9IYQQQojJIKsS+09/+tOUlJTw3//93/zlL38BUvPuH3nkEW666aYMRyeEENnvbCri96np67GfAkveCSGEEEJMBlmV2APccsst3HLLLZkOQwghJpxIPEl9d2o97bNL7I/32Ou6PqWKMwkhhBBCTERZNcdeCCHEyB3pCKLrqaXGCpwjrzRdne9AUVJrjncEYmfeQQghhBBCZFTGe+zz8vI4cOAABQUF5OYOvqZun66urnGMTAghJpb+hfPOppfdajJQkWujvivM4fbAaZdFE0IIIYQQmZfxxP4HP/gBLpcr/bMM+RRCiJGpbUvNiT+bwnl9agqcqcS+I8h5NflnfTwhhBBCCDF2Mp7Y33HHHemf77zzzswFIoQQE9yhdI/9KCT2hQ5ePdBObZtUxhdCCCGEyHZZNcfeYDDQ1tZ20vOdnZ0YDIYMRCSEEBNHXxI+Gom9rGUvhBBCCDFxZFVir+v6oM9Ho1HM5pEXghJCiMlO03QOd5z9GvZ9+irjH5a17IUQQgghsl7Gh+ID/OhHPwJAURQefPBBnM7jF6XJZJL169czd+7cTIUnhBBZr7EnTCSuYTaoVOTazvp4fT329d1hookkFqOMmhJCCCGEyFZZkdj/4Ac/AFI99j//+c8HDLs3m81UV1fz85//PFPhCSFE1uuriF9dYMdoOPvBWEUuCw6zgWAsSV1niFnFrrM+phBCCCGEGBtZkdgfOXIEgMsuu4zHH3+c3NzcDEckhBATS2376FXEh9QIqhlFTnY0eKltD0piL4QQQgiRxbJqjv3LL78sSb0QQozAoVEsnNenpqB3nn2HzLMXQgghhMhmWdFj319DQwP/+Mc/qKurIxaLDXjt/vvvz1BUQggxNP5InF+tP8w79T3MLnbxyYtrKHJbx/x9D7X5gdHrsQeo6auM3y6V8YUQQgghsllWJfbr1q3jxhtvpKamhn379rFw4UKOHj2Kruucc845Z3386upqLBYLNluqsNTXvvY13vve9571cYUQAqA7GOPdP38jPSz+tYMdPLm9iT99YtWo9qSfSNd1DraNXkX8Pn2V8WulMr4QQgghRFbLqsT+a1/7Gl/5ylf41re+hcvl4rHHHqOoqIj3v//9XHPNNaPyHo888ghLly496+P8eO0W1h9o4dYL5qDGo7xR287FNQWENIVphR4KPU7Kc6w8/NohFkzLY3G5hxyHja5giDX3vkoIOHrf9QAEownMBoW9TV7mledg6i18FYom6A6F0ZMGCtxmrObUnyup6ei6PqQCWZqmo/XbNpbQMBtPvZ+m6SR1PR3DRPffz+ziy9cuHNY+mqYRSWjYzYP/89ixYwe/eifAj++4YDRCFJOEpul85o9bqW0PUuK28vGLa/jzpjoOtgX4+G/f5um7LsJqGpvK8p3BGD2hOIoyukPxZ/Trsdd1HUVRRu3Y2eTjP1nLCw2pn6+uUMBk5aK5JeTYbeQ7LXSEoygGhfOqCuiJJFH0JCgKDrOZhK6jouOyWXBYjPgjCXpCUaxGBUU1YDKoWE0qoWgcRVExGw0YVQWbxUg4lsSogo6Cgk4soaEqCuFYApNRxWI0EI4lMBsNaIDDMvg5KRhNYDOpqGrqvN13HlcAVVFQ1dP/3WIJDZNBGZW/72DfMUM5/nC+e5KaTiKpYTKoJ/1uZ/qOy5REUhvS32IoklpqaWDDMI9VffdaAOzALUssVBYVc9WSShJxBRQdq6IQA6blOTAZDQQiCQwGBbNBpdkbJsdmwmRQsZgMaHrqhqIO6b9ZPKlhVM/cjhJJDV3TiWs69t42PdI2OJzPYjTb+UhNtmusbFR991oqgdd6r7GFmGj6ztVHR9CGsyqx37t3L3/6058AMBqNhMNhnE4n99xzDzfddBOf/vSnMxxhSt8HDrD5b/vTP/9976mGqx4DQAH0E47z3hUVbDjUTkNPNP38V66cSSQJv3ntMKG4BoDVqPDZNbO4ekEJz+1uIaHprJ5ZwIrqvFPGeagtwLO7mkloOiurc2n2RqnvCpFrN3Hr8grcVtOA7eu7Qjy5o4loXGPZtBwunVM0tA8kC33glxt4/XAPAD9+9Ri3Lyvhe+9dfsb9djT08IMXDhCKJVlelctXrpqdvliGgX/7J+9eO6J/dGJyemxrA2/UdmI3G/jtR89ldrGLG5eU8a4fv8bh9iA/e6WWL145e0ze+2Brqkd9Wp59VG8eTC9woCjgDcfpCsbId1pG7djZov+/aYDnGnQgzHO9RV2HSlXAZlIJxrSTXut/7jepCvlOM+W5NjRdxx9Jkmc30eyN4AvHCcc1kpqGqqQSJkVJJf7FbgsXzyrk/1w7N33TUdM07n1mHzsavDgtRr5y1RysZgNP72zmaGcQTdOZXuDg6gUlgxY/TGo6T+1o4nB7ELfNxC3LyslzmIf1e/cJRhM8/k4jHf4oZTlWbl5Wjtmg8syuFva3+HFajNy8rJxC18ltqP93zzlVuVwyu/CU77OzwctvNx6loTu1UsMdF1Qzo9BJJJ7kiXcaafZGKHBZuO2c8lPenB1vm4508UZtB0ZV4ZqFJcwsGnkhyl2NXl7a14auw5q5RSyq8Axpv/7tPAT8YXsUqOO+F+pO2tagwKwiJx2BGJFYjHACkr0NuMBhZtWMfDxWE3XdISpzbVw+rxhNT8VmMxu4aWkZpZ7Bl9x8o7aDv21t4O1j3bitJi6dU0hNgZPDHUFcViO3nlMx5Da4u8nLur2pz+LSOYUsqcwZdLvRbOdnYzjtXIxMXzuv7/1ZrtHERNP/XD2SNpxVtwwdDkd6Xn1paSm1tbXp1zo6OkblPT70oQ+xaNEiPvrRj9Le3j7oNtFoFJ/PN+C/Phff+8KI31sf5LlH3m6gsV9SD/Djl2p5bndjOqkHiCR0Ht10lMe2NBBP6ug6vH6og1Asccr3e2lfa3rbJ7c3U9s7B7c7FGfT4a6Ttn/lQDvR3vd8p66HNl9kBL9lduhL6vv85Z2WIe33uzePEYolAdhyrJvNR7tPu/2JSYGYmqKJJN9/PnWT767LZzG7N4kqdFn45g0LAPj5q7V0BKKnPMbZSM+vH+Xh/laTgbLeC/TDHZNvnv2cUfz3q+kMmtTDwHN/XNPpDsXZ2+Sj1RslGI2zq8lLVzBKIJogltRI6hDXIBTXCMc1IvEkXcEY79T38NK+tvSxNhzqZEeDF4BANMHv3jzGy/vaCEQS1HWGaOgO448kWNdvn/4OtvnT9RN84TgbaztH/PtvOdZNhz/Vvpt6Iuxo8HKkI8j+Fn86vg2HBv8ef2V/W/q7Z+uxbtr8g3/3JJIaT+9qpq4rhKbDgVY/6/a2ArCjwUuzN7Vfhz/KlmOnP3ePl77fW9chntRZt3fwv8VQJDWdl/a1kewdiffSvjYSycHbXH/D/Z5K6nCgLUA4niAQP57UQ2p00JuHO9ne0EMsoXGkI8hrB9rZWJv624ZjSdYfGPzayhuK89bhLnY0eIklNLpDMV7a18bGw6l2548keKN2aNd6mqbz0t7jn8Ur+9uJJQb/LEaznZ+NobZzMTJyPSYmusHa8HDbdVYl9qtWreL1118H4LrrruPLX/4y//mf/8lHPvIRVq1addbHX79+PTt27GDr1q0UFBRwxx13DLrdvffei8fjSf9XWVl51u8thJi8nninkVZflGK3hQ9fWD3gtWsXlrCkModoQuOhDcPrBR6q9Pz64tGfx5+eZ98m8+yFEEIIIbJVViX2999/P+eddx4A3/rWt7j88st55JFHqK6u5te//vVZH3/atGkAmEwmvvCFL/Daa68Nut3XvvY1vF5v+r/6+vr0a+u/duWI33+wWV3vXVFBRe7AitmfWzODqxeUYzcd//NYjQrvPrea25ZX9M4Rg9UzC0471HDN3OL0tjcsKWVG7/C/XLuJc2tOHsJ/6exCLL3vuWxazrhU8h4rV8zJH/D49mUlQ9rvg6uqsJtTQ5mXV+Wysvr0yy/KMC+h6zq/XH8YgI9fVIPFOHAovKIofPqSGQD8duOx046yGam+pe5mncUQ31NJz7OfhD32+0fx36+qgMM8+Fdq/3O/SVXItZuYX+am2GPBYTGxsMxDnsOC02LEbFAxKGBSwW5SsZlUrCYDeQ4zyypzWDP3+BSpC2fms7h3KLbTYuSDq6q4bG4RTquRafl2KnJtuKxGLp87+LSqWUWu9I0bt83EBTPyB91uKJZX5VLQO8y+LMfK4goP0wsczClxpeO7cGbBoPteOqco/d1zTlUuRa7Bv3uMBpXrFpYyLc+OqsDsYheXzysGYHGFh1JPar9Cl4XlVdmxdG7f760oYDIoXD5v5FPcDKrCmrlFGFQFVUn9PJRaO8P9njIoMLvYic1kxGlKPe6T7zCzqiafJRU5mI0q0wscXDS7kPNnpP62NrOBi08xxNxjN7GqJtVmzUaVXLuZNXOLOL8m1e5cViMXzBi8jZxIVRXWzDv+WVw6p/CUtRVGs52fjaG2czEycj0mJrrB2vBw27Wi6/pgI8THXTKZZMOGDSxevJicnJxRP34wGCQej6ePff/99/PEE0+wfv36M+7r8/nweDx4vV7cbjcAP1z7Nq8faOXWc2cRi8bZ1tjFhVU5hHSF6sKcfsXzDjK3Io8llTnkOWy0+UJ89Huvsp/jf6xAJIHFePrieXluczqJl+J5QzfS4nmhmIbTOrWK5zU0NFBZWTmgnYsz23y0i/f8fCN2s4FNX78C5yAFzjRN57L/foVjnSH+37sX854VozsKaOV/vki7P8oTn7mQpaeYZzpSv9t4lP/7991cMa+IB+9YOarHzoTB2vnHf7qWF3rv315fYyGhq5w/p4R8h5V8l432QAijorByRhHe3uJ5SRRcFjMJXcMA6eJ5vkgcbyiGSU3ViulfPE9XFCxGI6ZBiufRWzzPoCiEYone/QyEYgksZyieF4gksJunVvG8eFLDPIWL553pGmCwdt6/eN4Hzs8n1+HgisWV6EmFJBoOVSUBVPQrnqeqChajSlNPiFy7OV08r69o3UiK58WTGmg6MU1Pt+mzKZ431OshKZ43+ZyqnUvxPDGRnVg8b7A89FSyJrEHsFqt7N27l+nTp4/6sQ8fPsxtt91GMplE13Vqamp44IEHqK6uPuO+w/lAhZioJLEfma/+dTt/3dLA7Ssq+N67l5xyu5++fIj/99x+Vlbn8tdPjd5NoZ5QjKX3pGp/7PrW1YPeWDgbGw518P4H36KmwMFLX7l0VI+dCdLOxVQg7VxMBdLOxVQwnDw0O0rG9lq4cCGHDx8ek8S+pqaGd955Z9SPK4SYugLRBGt3NgNw+xl64d+9vIL7XzjA5qPd1LYHRm1Zur5h+GUe66gn9XB8KP6xrlDW9oYKIYQQQkx1WXWF9p3vfIevfOUrPPXUUzQ3N5+yMr0QQmSD53a1EIolqSlwnHFOb7Hbml7e6B/bmkYthv2tqarjM4pGv3AeQLHbgstqJKnp1LZLAT0hhBBCiGyUVYn9ddddx/bt27nxxhupqKggNzeX3NxccnJyyM3NjkI4QgjR55ldqWUUb1hSNqR5m+9aXArA2p3NjNYsqL3NqZue88vGZhiioijMK0kde1+L3GAVQgghhMhGWTUU/+WXX850CEIIMSSBaIL1B1PrNV+7aGirLlw5vxizUeVQW4D9rX7mlpx9Mr6nqTexLx27+YVzS11sOtrFvmY/LBuztxFCCCGEECOUVYn9JZdckukQhBBiSF7e10YsoVGdb2dO8dCWmXNZTVwyu5AX9rTy1Pbms07sNU1nX0tqKP6YJva9ce7tfS8hhBBCCJFdsiqxP9PScxdffPE4RSKEEKf3bO8w/GsWlg5r+aR3LS5NJfY7mvjyVbPPaumlY10hQrFkej3psTK3NHXjYl+zDMUXQgghhMhGWZXYX3rppSc91/+iN5lMjmM0QggxuEg8ycv72wC4duHQhuH3uXxeMRajytHOEHuafSwo84w4jr759XNLXENax3mk+kYktPmjdAai5DstY/ZeQgghhBBi+LKqeF53d/eA/9ra2nj22WdZuXIlzz//fKbDE0IIANYfaCcUS1KeY2NxxfASc6fFyKVzUtXxn9nZclZxjMf8egCHxci0PDsA+yfQcHxd12nqCbOr0ZvpUIQQQgghxlRW9dh7PCdfIF955ZWYzWa+9KUvsWXLlgxEJYQQA/UNw796QcmIhtJft6iU53a38vTO5rMajt/XYz9vjBN7SI0KqOsKsbfFzwUzC8b8/c7Wawfb+fZTezjQGkBV4NB/XoeqjnzagxBCCCFENsuqHvtTKS4uZv/+/ZkOQwghiCU0XtjbCsA1wxyG32fN3CLMRpXDHcH0OvTDpes62xtSPdELy8chse+9eTAR5tn/8a06PvSbTRxoDWBUFYrdVsJxmcolhBBCiMkrq3rsd+zYMeCxrus0Nzdz3333sXTp0swEJYQQ/Ww83Ik/kqDAaWF5Ve6IjuGymrh4ViEv7m3l6R0jq47f0B2mIxDFqCpnNU9/qOaVpObZ78nyxP7lfW18/Ymd6DrcvqKCr18/H4/NlOmwhBBCCCHGVFYl9kuXLkVRFHRdH/D8qlWr+M1vfpOhqIQQ4rjndqeG4V+1oBjDWQztvn5xSSqx39XCl66aM+z9t9X3ADC/zI3VZBhxHEO1qLeWwP4WP5F4clzec7ja/VG+8Mg2dB3+aWUl99666KxWHRBCCCGEmCiyKrE/cuTIgMeqqlJYWIjVas1QREIIcZym6bywJzUM/+oFIxuG3+fyecWYDSqH2gIcaPUzu7fy/FC9U9cDwNLKnLOKY6jKc2wUOM10BGLsafZxzrSRjVYYS/c8tQdvOM6CMjf33LRQknohhBBCTBlZM8de0zTWrVvHZz7zGa6//nre9a538ZnPfIa//OUvJ/XgCyFEJrxT3027P4rLauT8mvyzOpbbauKiWakidE/vbB72/tvquwFYNi3nrOIYKkVRWFKReq/tvaMFssnrBzt4cnsTqgL33boYszFrvt6EEEIIIcZcVlz56LrOjTfeyMc+9jEaGxtZtGgRCxYs4NixY9x5553ccsstmQ5RCCHS1fD7it+dresWlQLDT+yjiSS7epe6W1o5fj3nS3pHB2RbYq/rOve/kCqw+qHzq9PTBoQQQgghpoqsGIr/8MMPs379etatW8dll1024LWXXnqJm2++md/+9rd86EMfylCEQoipTtd1nts9OsPw+1wxvxiTQeFAa4BDbX5mFg1tOP7WYz3EEhqFLgvV+fZRiWUo0ol9Q3atC//6oQ621vVgMar8y2UzMh2OEEIIIcS4y4rE/k9/+hP/9m//dlJSD7BmzRruvvtu/vCHP2RNYh+LxTjv3hfpDuuYAZcJ4qpKgcOI22bmyoWlXDKriLJcO3f98W12NXUztySHuy+r4gt/20dTdxSDEX763hWsWVQMQLsvytb6buaWuLCZDPzvG4d5eV87F8zIZW5pDrNL3Cwq96Dp0OqL4DAb8dgHVnqOx+M8vLGOEreVG5aWnzL+pf/xNMGozsufWUJFRcWA13pCMUKxJCVu65Rd87m+O0SHP8qCMs+YDOcNx5J0hWLkO8xZWYBMDG5fi5+6rhAWo8olswtH5Zgem4nVMwt4eX87T+9s4a7Lh5bYb6ztAOCCGfnjOo98SW9P+JGOID2hGDl287i996nous4DLx4E4P3nVVHkGn5Nlgv+Yy1NkYHPGQCbCm6HkXOqcihwO5ieZ8dmNuC0mphR5OBQW5B9rd3sbwwxp8TOjGIP507Pw2w08GZtB22+CBfNLmRWsTsda4svgoJCXNNo6AwSimmU5FiZXezCqCo09IRo6YngtpmYWeQiGEvgjyQoclkwGQaejzRNp9kbxh9JUOKxkmM34w3HCUYTFLuteMNxoonU+Xy47aTNFwGFEX2eZ6MrGBtxzOLUotE4c775/IDnFGBhsZXSPAe+UIJFlTnMKXFT4DST67AQS2rk2s04LEb8oQS/feMIOTYDM0vcLK/OozLPwa5GL2ajesoaIX1tNBBNUOiykucYnXNG/3Z+NkVMxeTyvu+u5Y3ehVuO3nd9ZoMRYoSq714LjKwNZ0Viv2PHDr73ve+d8vVrr72WH/3oR+MY0aklk0lm//sL6ccxoDMOoOGLxoAY2xoP8tOXagnFtfR2bx7p4eYjPccPlICP/OFtfvlP51Bd6uBzf3yHQDSBroM/GsUfSdUV2NMSAOopcJh4/7lVlObaaPZGUBWFaxeVpL9M4/E4l3x/PR2BKIqi8OjWRv73I+eeFH9fYwFY/ZPtHL3veGK/q9HLi3tb0XWoyrdz89LyKZfcv7inhV+/fhRN16nItfGfNy/Eah69fyZdwRh/ebuecCyJw2Lg9hWVWZEcTSTb63v45WuH2XCog1A0yewSJ+9dOY1/XlmJ0TB2s4v6quFfNKsQh2X02sS1i0p7E/tm7rp81pD2eaO2E0gl9uMpx26mOt/O0c4QW+u6WTO3eFzffzBv1Hby9rFuzEaVT15SM+z9+58T+0sCAQ0C/gRNuzqA1M0UBVAVMKoK0eTx+i/P7wNDbyJsM6vUdYXRdR33y7V884b53LS0nKd2NLOvxceuRi+NXSHagjGSSZ0il5WrFhQxo9DJY1sbaegOkesws7Iqlxy7GU2HQpeF21dUpm82aprO395p5LndLXjDcWYUOrhoViEHWgNouk4sqWFSFRRFYUaRkxsWlw45UX55X1t61YXlVblcPEo3ss5ka1036w+0o+sws8jJu4YRszi1WCxxUlIPoAM7WyPsbE3d1XrzWGokjkEBu8WA1WjAaTVSmWPm9UM99F3RqEqqmObSSg9t/hiQGsX0kdXTBxw/qek8vrWBdXvb6AnFmFHk5N3LK1h2loU3D7b6eXpnC5quU+qx8u7lFWN67hcTQ/+kHlLndknuxUTT/5pkJG04K86EXV1dFBef+gKxuLiY7u7ucYzo1H7y4v4hbdc/qT+dz/xlK49sbiAQTQCpu9B9Sf2Jx3t2TzNHOoIAaLrOlmPHP5O/72ihIxAFUr1Cm492Den9L/zu8ZsUbx/toq9O4bHOEK3+yCn2mrzW9l4sQGqd8LePjW6729noJRxLAhCMJtnTlN1rgmeT1DzqA9zyPxtYu6OZnlCcWFJjV6OP//vELm75nzdo9obH7L2f3N4EwDULR2cYfp+r5hdjVBX2tfipbQ+ccXt/JJ5Oui6YUTCqsQzFedNTNxPePDy0c8xYe2Bdqrf+fedOo9g9vN7lFu+ZP+8T6UBSZ0BS3yepQ3coRn13CE3X0YFgNMGfNtXRFYxxqC1AVzBGVzBGiz9KNK6R1HS6QlHeqevh9UOpXn4AXzjOW0e66AqmEqd2f5SjncH0e7X6I+xu8uINxwFo7Inw7O7j56+dDT309L5W2/u+QxFNJNPtC1LJdiI5tO+zs9X/O+jQMGIWp/fZP7w2rO2Teur7KRxL4g8n2FLno38L0PRU+9zQe4MRYN3e1pOO0+wNs7/FT3cohg409YR5++jZf6duOdadbufN3gj13WNz3hcTyxtyOSUmuME6Gm757uCdD6eSFYl9MpnEaDx1D5jBYCCRSIxjRKc2v3xoRZmG2seQYzMOGJp2qg5yBbCbTQOGnNnNx4dxT8uzDejZMA2xp312sbPf8Y7/DRQFbFNwmLjzhJ7Y0Ro22Kf/3wzAZp56n/FIaJrO1x7fyY/WHUTT4cYlZfztXy5g/Vcv45s3zMdjM7Gz0cstP32Dus7QqL//7iYfte1BzEaVqxeMbi91jt2cro7/17cbzrj9K/vbSWg6NQUOKvPGb359n/N7Rwls7HdRnykbazvZdKQLs0HlU5cMf259nm1k/74VTn2OVxRQ+52LFQU8NjMWkwGDqmAyqBhVBaOqpM73ChgUBYvJgN1kSI+SUhUFs9EwYPh9//OHzTTwNZNBwdHvdZNBTb9uUFPHHwqjqg6YgmQxGsZtqLOt33fQcGIWp3dVzfB7yFVFQVFS7Xewv4OigPkUbfP4c0ZMRiX9b8VoUEflO+/EYwz23kIIMdEsc5/83N/+bXg99lkxFF/Xde68804sFsugr0ej0XGO6NSuXFiORd1G9AwdGHNKnfiDMRp9p+9xeOvrVxFLJKltC7Cn2cfMIic2Y4Jn9/Skt3GaUkMpv379PFRVYXt9Dy6ricvmFqW3OXd6ATctKeOZ3S0YVYW7r5476PtZDRBJHn/80EfPP/67zS/mhT2thGIJVlTnTckh4p+6tIYfrTuENxTjkjlFzC8b3erayypz6ArGaOwOU5lnZ3Hv8mHi9H7w4gH+vLkeVYF7b13Ee1dOS7/24Qunc8W8Yj788GYOtQX4wK/f4rFPX0Cha/DzyUj8o7e3/op5RbispjNsPXz/dO40Xt7fzl/frudLV84+bW2HvikBV41SAb/h6kvs+3qLPbbR/zyG6oF1BwB478pKSjzDnwtuNpuZV2xhb+vQvmMMCliMKhaTgQKniXZ/jJ7w8ZvOOTYTy6Z5KHVZeXp3C/GkzqxiF/9xw3ycFiNXLyjhzcOdmA0qlfl29jb5CMc1ZhQ6eP95VVTm2TEZVHY2eSn12LhteTn+SIKeUJwFZR4qco/fyMmxm7lhSRm6Di2+MMum5XLFvCI2HenGF4nzwfOrafNFiCY0VtXkn3TT8pS/o6pww+IyXj3QhqIoXDqncNyGw1+zoIR1e1uHHbM4vXdfspSvPNM4pG2tRgWX1USRy4yqGihyWZhb4uLxdxpo9qb+nXhsRpZNy+E9K6axdkcTRoPKR08Yhg+pG+PXLSwDHZq8EZZUeEZlxNNlc4tIJFvxReIsqcwZ9kgdMTkdve/6U06tEmIi+Nu/nX0bVvQsWCT+wx/+8JC2e+ihh8Y4ksH5fD48Hg9erxe3e5DbKUJMAg0NDVRWVmZdO//7tkY+/+dtAHzv3Yu5fUXloNu1+SLc9vM3qO8Kc35NPr/76LmjMu9S03QuuO8lWnwRfv6B5aM+FB8gkdS48L9eotUX5cf/vIwblpQNul00kWT5t18kEE3wt3+54Kznqo7Umu+/wuGOIL/60AqunJ+ZefZvHe7kvb98E5NB4dWvXkZZjm1I+2VrOxdiNEk7F1OBtHMxFQwnD82K2+GZStiFENmtrjPEvz2+E4BPXTLjlEk9QJHbykN3nsuNP3mdjYc7uf+FA/zrNYOPXBmOjYc7afFFcFmNXDZ3bIqIGQ0q7105jR+tO8hDG46csmjY87tbCUQTlHqsLMngaI/zavI53BHkjdqOjCX2fXPrb19ROeSkXgghhBBissqKOfZCCHGiRFLji3/ZRjCW5NzqPL569Zwz7jOzyMl/3bYYgP95pZaX97eddRx/fKsOSM3rtxjHbi7nB1ZNw2JU2dpbRG0wf9qUiuU9KyozumLFxb01AV7a10YmBn1tPtrFG7WdmAwKn75U1q0XQgghhJDEXgiRlX72Si1bjnXjshj579uXDLmA1w1LyvjQ+VUAfPkv22n1jXx1hzZfJD2n/QOrqkZ8nKEocll5/3mp9/jv5w+gaQMT5p0NXt6o7URR4PYVFYMdYtxcNLsQs1HlWGeIg23Dryx/tn7wQmpu/buXVwyYdy6EEEIIMVVJYi+EyDrb63vSQ63vuXnBsKu//9t185hf6qYrGOMLf95GUhtZr/Ijm+tJaDrLq3KZVzr28/c+dUkNNpOBbfU9/OGtY+nndV3ne8/tA+CWpeUZT2adFiMX9hbRe2HPyctcjaWNtZ3p3vrPrpk1ru8thBBCCJGtJLEXQmSVUCzBFx/ZRkLTuX5xKTcvLR/2MawmAz953zLsZgMbD3fyk5cODfsYkXiS/914FEgNkx8PRW4rd1+bqgvwn0/v5c3DqSXlfv36EV472IHZoPL5K7Ijmb1yfqqIYN+IhvGg6zo/eDHVW/9PK6dRLnPrhRBCCCEASeyFEFnm3qf3cbgjSInbyn/evHDES23VFDr5zs0LgdSyaG8dHt6663/eVEdHIEZFro13LR68Sv1Y+OCqKi6fW0QkrvH+B9/iqh+8ynfW7gXgX6+ZQ1W+Y9xiOZ2rFhRjUBV2NHg51OYfl/dcf7AjtW69UeVfLpO59UIIIYQQfSSxF0JkjZf3t/G7N1ND0P/fexaTYzef1fFuPaeC286pQNPh83/eRlcwNqT9gtEEP3u1FkhV4zeNwrJ5Q6WqCj99/zlcv7iUpKZzoDWAQVX4whWzBl0rOlMKnBbWzC0C4C9vN4z5+8WTGt9+ag+QuvlR6pHeeiGEEEKIPv+fvfsOj+wsD/7/PWf6jDTqvW3vXm91r7hijLEx3YD3l4DNGwjhheQlJAFeINgQSAhJIDEl5jUtxt0GG9sY3Nvuer29aItWvc5oejvl98doZ1e72l3N7kgzGt2f65pLmnbOI+nozHOf53nuWwJ7IURB8EWS/J8HtwGw4aI5XLowN6Xlvv6e5cyr8dAfjPM3D2ydVBb3H/xpPwPBBK2Vbt6fh0R1TpuFH3xkDb//3KX8521reP6vr+BzVy8649kLU+VI+cGH3+omqRlTuq9fvH6Y/YNhKj12PntVYSxHEEIIIYQoFBLYCyHyTjdM/up/tjAUSrCgtiSzzjwXPA4r//HhNditKs/tGeQHfzr1evutXaP86MWDAHz5xmVTWuLudJbUe3nnOQ1ZJw+cLlcsrqG21MFwOMljb/dM2X56R2P8yzPptfV/fe1iyly2KduXEEIIIcRMJIG9ECLv/uXZvbzUPoxrLOmd05bbYHpZo5cv37gMgO8+s48fvXhgwpH7gWCcT//qrXTivnMauHppbU7bUWxsFjWzPOA/nz9wxtUHTsU0Tb740DZCCY1VLeV8cH1LzvchhBBCCDHTSWAvhMir32zq4gd/Sq9n/9at57CkfmrKyn3sgrbMFO67ntzDFx7YOm7N/Z7+IB/+0et0+2O0Vrq5673nFNzU90J02wVtlLlsHByOcP/Grpxv/8cvHeSl9mEcVpV//sC5WFT5mwghhBBCHM+a7wYIIWavJ7f38bcPpdfVf+ry+bznDErbZeN/X70Qj93Ct3+/h4ff6uHJ7X2sa6skqRlsPOzDNKGxzMkvP3G+TPeepBKHlb+6aiFf/+0u/unpPVy7vI7qEkdOtv383kG+9dQeAP7hXUuZX1OSk+0KIYQQQhQbGbEXQuTFL14/zGd+9RaGCR9c18IXr1885ftUFIU7L5/P/9xxISuavMRTBi/vH+bNjnRQf/3yeh7/y0sKdk17ofr4hW0sqS9lNJrif9//dk6m5L92YIRP/WIzhgkfWNfMRy9oy0FLhRBCCCGKk4zYCyGmVSCa4v8+sZNHtqSTrX1ofQv/eBb16s/EeXMreeIzl7CrL8jOniAWVWFtWwVzqgujRvxMY7Wo/NuHV3PTf7zMS+3D/N3D27n7veegnuG0+Yc2d/N3j2wnoRlcsbiGb0zz8SGEEEIIMdNIYC+EmFDnSJR//N0uXHYLbrsFp81CTamDxjIX9WVOmsrTXydb430wFOeBTd386MWDBGIpVAW+cO1i/uKK+XkJ2hRFYXljGcsby6Z938VoUV0p//KBVXzmV29x/6Yu+oNxvvP+ldSWOie9jS5flLuf2s2T2/sBuHppLf/xkTV5rUwghBBCCDETSGAvhJjQcCTBM7sGTvkaVYE6bzrIbyx30VThoqHMid2ioioK/miS3tEYb3eNsqM3mJmivaiuhLvfew5r2yqn40cR0+SGcxr4/odW89cPbOWFfUNc8Z3n+dD6Vm48t4EVjWXYreMvApmmyVA4wWsHRnhqez/P7h5AN0xUBT571UI++46FZzzqL4QQQggxm0hgL4SYUHOFi2/esoJYUieW1IkkdQZDcfpG4/QFYvQG4iQ1g75AnL5AHA77T7vNNa3l3HZ+GzevbpLs5kXq3ec2sqC2hL99eDtbu0b571cO8d+vHMJuVWkqd1HutqEAsZRBjz9KMK6Ne//FC6r4+xuWsaxxaqojCCGEEEIUIwnsz0A0nuT/PLSNt7sDLKgp4cZzG6n02KnyOFhYV4JFVXhu1yCaaXDFwhq6RmMALKn3jgtmTNNk30CYpGbgdVnxR1M0ljsnNXX14FCYUFxjfm0JJY70n3EwGON/3uzG67LysQtasVhk+uqZmOh3W2gMw2TfYAhNN1lUV3rCSGgu1JY6ue38kycsMwyT4UiCHn+MntEYvaMxevwxBoIJNMNAN0zKXDbqvE6WNnhZN6eC5gpJSjcbLG3w8uhfXMSf9g7y0Fs9vLRviGBc49Bw5KSvv3RhNbeuaWZxfem0tjWe0rnnhXae3TWIx25hVWsZ/ohGNKmzvKmMG89tpKbEQftAGLtVZVFdyRktHRkKJegZjVHvdVJfNvnlCQD+SJLDvig1pQ6ayl0TvmYgmL7A1ljupMrjYG9/CMM0WVJfinWSy2Vmk1A8xcGhCF6XjblTnFujcySKP5pkTrUnb9U2OobDbPjpG/QH49R6HZzbXE65x8GiWg8L6stY1uCdVNuGwwm6/THqvA4ayiY+FoXIl8e3dPGVx3ZS6rTx0t9ele/mCJG17T0+PvrjjagqPHDHxSyoz64akGKa5tmnLy5ywWCQsrIyAoEApaWlXPGdP3HYF8s8b7MoLKorYXGdl+WNXg77ouztDwGgKLCurRKLqjC32sPNq4+W83pu9wDbugMEYik6fVFWNHqxWlTet7aZxpN03gA2dvh4uX0YgFKnldvOb0PXdT78kzcydbnXzank+x9aPRW/jqI20e/WZS+8CyS/39HP7r4gAPVlTj64ruWspyx3d3fT0tJCIBDA65XRUpE7pmnS5YvRH4zjiyRRFHDaLNR7nbRWuqf1f+zY49zlKeEzv9zEM7uGOPaD8Mh/ksOqcG5LOZcurCGlp1+xsrmMq5bWZbXP/kCcBzZ1oRkmqqJw8+pG2qomF0z6Ikl+/WYnSc1AUdLLHRbVjb/40eWL8vBbPRimiUVVKHNZ8UVSALRUunnf2uas2lvsokmNX77eSTiRni1y2aIa1rZVTMm+dvQEeHZsSZPTZuG2C1rxOqc+uD/2ODdtTtZ87Vn0415jUcBuVVnRVMalC6vZcPHcU7ZtMBjn/o3p41hR4D2rmqb8oogQp3LscX5wJM7N92zMPGdTFdrvuiGPrRMie3P+9nfj7nd8613j4tDT9c/lMn6WRmNJ+gKxcY+ldJPRSJKRSILBUCITcBmmSbc/RiSZ7jwcGo6Q1IzM+9oHw0B6NCaS0IildHTD5ODQxKNaR+wbCGW+D8U1+gIx3u4JZIJ6SHcmRPbaB8KZ74/8bgvR/sGjx0B/IE7ouOnMQhQSRVForXJz3txKrl9Rz3XL67l8UQ2L60vzeuHMF0myoyfE8Ve3zbGbZpj0B+Ls6D16Pj1y3s7GweEw2lh+CcM0OTA0+W10jBz93DBN2D/B/vcPhTHGrtGndIOtXUfb2+WLEk8dH9LNbr2jsUxQD+PPp7l27Od1PKXT5YtO2b5O5qV9gycE9QC6CbphMhJOMhxOnrZtB4cjmeP4ZMeiEPnynWcPjLufykHZVSGm069e6zjhsf392Z1nJbDPktdhw20fPz3booDLZsFtt+K2W6gucQDpxGIlDivOsYzO5W7buCnTVR47AG67BauqZJ6rLrWfsg1Htg9gURUq3HYW1JRgO2bbNce8RkxeVcnR3/2R320hqjrm7+u2W3A7Cm9WgRCFzuu0Ue2d+H9cAVRFocRppe6Y5VHVZ3BuPf49VZ7Jb+P4c/mRz42TvUZVlHFT/UudVuwyFX+cCrcd9ZjlFNn8PbJ17N9eUc7s+DlbK5rKJ3z8yG/A7VBx2Synbdvxz1eXFObno5idrl5Wm+8mCHFW3rGk+oTHsp2KX5gLiIHPfvazPP744xw+fJgtW7awatUqANrb27n99tsZHh6mrKyMn/3sZyxfvvysnjsdXU9f6+7u7sbr9XL3dY383cPb8Uc13HaVdXMqmVdtoanC4Nw6hQvqSnns7V4M0+Tyc6sZjkQBhTW15XR3d2e2u6pKRwtGqPSarKxwENciNJY5KdGCdHcHT9qeRR6DkCM94rC4ppSIfxCAv1hXzkNv9eC2WfhfF7WM25eYnIl+t5HT54SbdmuqDTaFI+iGybl15Qz09Z71Nru6ugDo7OykvLz8rLcnRCE6/jj/m0tquOt3w+wbDGMBaksdaLpJ0jSZW+7h1hWlLGlwsa07gN2icG6lPetzqxtYXpaiZzRObamdSkJ0d0/uKrxC+rOiYzhKlcdOgzVKd/f4mUTlwOLSJAPBBI3lTloqPWw+7AdMVtdV0Nvbk1V7Z4P1tSb7BkKUOqws8Din7POy1WEw4owTiKeYX+UhFRzmFB/vOXP8cf7JNV5+9MJBxlaUUOGyUO11Ue91sK7JynkNymnb5gTOKdfo8seoKbVTrYTp7j71DEMhptKxx/k1c8p5pCzF210BFAW++u6l0g8WM851rSpP7kjHdR9Y30h3dzfBYPrEfCQePSWzQL3wwgtmV1eX2dbWZm7ZsiXz+JVXXmnee++9pmma5gMPPGCuW7furJ87nTfffPPIzEy5yU1ucpOb3OQmN7nJTW5yk5vcpu325ptvnjZmLfjkeXPmzOHRRx9l1apVDA4OsmDBAnw+H1arFdM0aWho4OWXX8br9Z7RcwsWLDhtG/x+P5WVlXR1deH1evGFEzy8pYdEysBuU7hlVTPVpTL1Xcxs3d3dLF++PHOci+Jjmia/39GfyeOxpq2CC+dX5blV00uOczEbyHEuis2zuwbYN5aYekWzl8sX1Y47zj0lpTz2dg99o3EALlpQxerWqUmKKcR0CgaDtLS04PP5qKg49TFdsFPxJ9LV1UVDQwNWa7rZiqLQ2tpKZ2cnZWVlZ/TcRIF9IpEgkUhk7kci6U6w1+vF6/WybWAYxe7GOba8rDsC85rkg1PMbEc6f0eOc1F8gvEUvVEFpye9Zqvdr3HdLPtby3EuZgM5zkUxiad0OkNm5rPrwKjBDSWl447zqGnHn7KOe83lK+TYF8VjMmXMJaPOBO6++27Kysoyt5aWlnHPO20qg6E4I5EEYFLinFHXR4QQU2wknGBb9yj9gXi+mzKOw6qOS+BZ4pBzlxCziT+SZFv3KL2jhVnxRYiJ2CwqDtvRzy6P3YrluBK/bodl3GPSNxczkaYb7OoNsrsviH4GlR1m1FHf0tJCX18fmqZlptR3dnbS2tqK1+s9o+cm8qUvfYnPf/7zmftHpkBAujTM3oEQ0aROMJai0uNgVXP5dPz4QogZYDAU5zcbu0jp6Zrl71nVyJwCqfXssFp498pGXjkwjFVVuGKxZBE+4pX9w/zNA1t537oWPn/Nonw3R4ic80WS/PrNTpKagaLAjSsbWFBbmu9mCXFaFlXhPauaeLl9CAWFyxfXnPAar9PGO1fUs7HDj8uu8o7FdXloqRBn57G3e+kcKz3aPhjmpnMbs3r/jArsa2trWbNmDb/4xS/YsGEDDz30EM3NzZnp9Gf63PEcDgcOx8Rr5gOxFIPBBHOq0h11u1VFPe6qoRBi9jo0FCE1lnraME3aB8MFE9gDtFa5aa2a+KLmbPZPT++lNxDn355r58PntdBQ5sp3k4TIqUPDEZKaAYBpQvtAWAJ7MWM0lbv44PpTf3YtrCtlYZ0c02JmiiX1TFAPcGAwnPWofcFOxb/zzjtpbm6mu7ub6667LhOE33PPPdxzzz0sWrSIb33rW9x7772Z95zpc9nwOCw4bUfXOEgdVyHEsaqOrzsu54iCF4qn2No1mrn/wt6h/DVGiClyfH/l+HOVEEKI/HFYVUqPWUJS4badsOTkdAp2xP6ee+6Z8PHFixfz2muv5fS5bDisFm5d08SbHT7sFpWLFlSf9TaFEMVjQW0JVy2tpWMkSr3XyeqW8nw3SZzGnrFMy0ds7wnwoTy1RYip0lbl4drldRwYilBb6mBdm2QMF0KIQqGqCu9d08zrB0dQFbhwXvYxZsEG9oWs1uvkxpXZrXkQQsweK5vLWSm5N2aMXb3BcffbB8J5aokQU2t5YxnLG8vy3QwhhBATqPTYueGchjN+f8FOxRdCCCGmQ8dIuqTp+XMrATjsi+SzOUIIIYQQWZPAXgghxKx2pCzhBfOqABgIJoin9Hw2SQghhBAiKxLYCyGEmNX6xgL7pQ1eSh3pFWrHZqYVQgghhCh0EtgLIYSY1foCMQAay500V7oB6BmN5bNJQgghhBBZkcBeCCHErJXSDQZDCQDqy5zUedMlwIaCiXw2SwghhBAiKxLYnwHTNOkYjrB/MIRhmJN6vWme/nVCFBo5bs9MMJ5i30AIXySZ76bMeqc7/w6GEpgm2CwK1R4HtaXpwH4gGJ+uJgox5UzT5OBQiAND4Un1W4QQQkw/wzDZPxjiwGDojPrgUu7uDDyxtZdHtvQQTeosqS/lK+9ejkVVJnzt7r4gf9wzCMBVS2tZUu+dzqYKccZeOzDCxg4fTpvKu1Y20lTuyneTZgRfJMn/bOwkkTKwqgq3rGmiucKd72bNSjt7A/xpzyCKonDNsjoW1ZWe8Jr+sWn4dV4nqqpQ53UCZEbxhSgGX3xoG68eGMGqKty8uonPXb0o300SQghxnK//difP7R5EUeBd5zTwxXcuzer9MmKfJcMw+cPuQaLJdMbkPf0htnT6J3ytbpg8u2uApGaQ1Aye3TmALlfKxQwwEk7w+sERdMMkktAzF6fE6bUPhEikDAA0w2RPXyjPLZqdUrrBc7sHSekmSc3gmZ39E179rvM6+dt3LmHDRXMAqB0L7GXEXhSL9v4gr+wfwTRNUrrBk9v7iCS0fDdLCCHEMXyRBH/YPYhhmuiGye+295HSsqvQIyP2WVJVBaft6PUQq0U56Wi9aZoYx3QkDfPI1OaJXy9EodCPC4B03chTS2aecrd93P0yty1PLZndTJMJzr8nvq65ws2nLp+fuZ+Zii8j9qJIpEwTq6qgjQ0sKIDDKuM6QghRSCyKiqqAPtZXURUFJcuYUc7sZ+DOy+bTUOakzGXj8kU1LG8sm/B1VovKZYtqUBRQFLhsUTVWi/zKReGrLXWysjl9XNssCpctqslzi2aOxfWlXLygmqYKF2vbKljTWpHvJs1KdqvKJQuqUZT0h+Pli2pQT3IR9lhHpuIPyYi9KBLLGsq4ZlkdTpsFj93Kpy6fL30RIYQoMGVuGx9a14LTZsFls3L7hXOwZnkRVkbsz4DHYWVNawXRpM5lC2uwn+KXvqa1gmUN6XX1TptlupooxFm7amkdF86vwqqqpzzGxYnOm1vJeXMr892MCe0fDPFS+zBWVeHqZXU0lBVv7oR1cypZ0ZS+QDXZ82/N2Ij9UDiBaZooisywEjPfP9y4jE9dMQ+n1UqJU7p+M1l/IM6zuwfQdIOLF1RPmDtECDEzvXNlI4qqoCrpPlq2pLd+Bp7a0cdIJEkspfPMrgFiyVOvf3DaLBLUixnJbbdKUF9E4imdp7b3MxpNMRxO8rttfflu0pTL9vxb5UkvpUjpJiFZhyyKSHWJU4L6IvDk9j6GQwlGoyl+v6OfeCq7NbhCiMKkjeVAiacMokmd327ryzoz/pT02H/+859z8cUX09jYyOHDhwH413/9Vx577LGp2N20ix1zEh2NJnmpfYj2AUmQJYQobCndyKyzBYq+QxhP6bxxcIQ3D/lITDIBjdNmwW1PXwjwS7lCUWR6RmO8sn9Y+iwz2LF9UN0wSWiSA0eIYqAZJtGkRo8/Ss9ojGhSI9uc6zkP7P/zP/+Tz3/+89xwww2Mjo6i6+kTUHl5Of/6r/+a693lxflzq1AUiCQ0hkIJdvYG+e22Pnb0BPLdNCGEOKlSpy0zNR3ggnlVeWzN1DJNkwc3d/PqgRFe2T/MY1t6J/3eirEEiCMS2Isi0h+I8+Cmbt485JM+ywx2wbyjy7yWNXopc0mCViGKgcOqEoprdPljdPmiJFLGSRO0n0zO52T9+7//Oz/+8Y+5+eab+da3vpV5fN26dfz1X/91rneXF267BbtFJaUb1Jc5M493+aLjOs1CCFForllWx6qWcqyqQoXHfvo3zFDxlEH7QIjDvigKEIylJl1utKrETs9oTEbsRVHpGY2OqxTR7T/7PsvL7cPsGwhRVWLnuuX1suxwGqxtq2R+TQkp3czkBBFCzHzxlIECWNR0LvyUbmRdJj3nI/aHDh1i9erVJzzucDiIRCK53t20C8ZTPLNzgISWvopycOjoz9RYXrxJqIQQxaOm1FHUQT2AVYXu0RixpE40qdMXjE/6ynelR0bsRfGpL3NxbC7Is+2z7B8MsbHDRyCW4uBQhFcPDJ9lC8VklbvtEtQLUWSO9Ft0w0QzzKz6LZlt5LpRc+fO5e2336atrW3c47///e9ZunRprnc37eIpPXPFu9RpY0lDKatay6ktdZy07J0QQojppZuwuK6UvkAchXQQM9kr35VjU/F9EtiLItJU7uKW1U0cHI7kpM8SS45f2x09TSJhIYQQJ3c2/ZYjch7Yf/7zn+fTn/408Xgc0zR58803+fWvf83dd9/NT37yk1zvbtrVlDiYV+NhW3eAvkCMc5vLWT+nkhKHZJoVQhS+wVCcNw/5sKoqFy2owusszvWZTpuFdXMq2NqVXke8fk5l1iP2MhVfFItuf5QtnaO4bBYuXlCNy372U+YX1Jaw+bAPfzSF3aqyurUiBy0VQojZyWmzsKiulI6RCAqwosmb/xH7T3ziE7hcLv7hH/6BaDTKRz7yERobG/n+97/Phz70oVzvbtopisK1y+rY2x+iucJNNKnz5LY+PrC+Jd9NE0KIU0rpBo+81ZMZWRuJJLjt/LbTvGvmeseSOlY0laGgZDVttbJEpuKL4hFJaDz2di/Jsezp4YTGzaubznq7LruFj5zfxnA4QZnLhkcGOIQQ4owZhslwOEFjWXqZVH8gnvU2puQsfNttt3HbbbcRjUYJh8PU1tZOxW7ypmMkysYOH4YBSxtKcdikzrcQovDFUjpdvii7+4KoqsLq1vJ8N2nK1ZY6T/+i4xyZii8j9qIYBOMpQrEUXf4YpmmedATo8EiE3X1Byt32Sc9wsVtVyS8khBA5kNQNunxRdvQGUFDQDTP/U/EPHTqEpmksXLgQt9uN2+0GoL29HZvNxpw5c3K9y2llmib3vHCAoVCClG7giyb5m+sW5btZQghxWlYFNh32E4qnAFCV7KZ4zRaSPE8Uk+oSB92jMYbDCQD6AunkTMcG7kOhBI9u6c3kEEpqBpctqslLe4UQYjayqQqbD/vxR9N9j+PP05OR86HmDRs28Oqrr57w+BtvvMGGDRtyvbtpl9AMhkIJHFYVm0XFbbdwjpS4E0VoJJzgT3sHef3gCCndOP0bRMEbiabwOq1UuO1Ueuxk+XkxaxwJ7CV5nigGVlWhzuvAaVMpc9moLnEQT41PdDcSSYwrhTcYSkx3M4UQYlYLxLRMfGm3qFhUJbOEarJyHthv2bKFiy+++ITHL7jgAt5+++1c727aOW0WTNJr1FK6gc2iUOeVaWiiuMRTOg9s7ubtzlFeOzDCH3YN5LtJIgcaSp00VbjwOKy47VaWy0XJCUnyPFFMEprBSDhJPGUQiKUIRFO4j0ue11juGleDfl6NZ7qbKYQQs1qFx4ZBOh9SUk+XVbdbswvVcz4VX1EUQqHQCY8HAgF0feaXQkloOmtayilz2dB0k/m18uEnio8/miR2TOmintFYHlsjcsVqVfnGzSt4escADpvKdcvq892kglTlSSfaCyU0EpqOw3r2GcSFyBd/NElrpRuPw4ppQnOFC+W4ZThep40Pn9fCgaEw5W4782tK8tRaIYSYneIpgwvnVrF/KIxCuvJI3tfYX3bZZdx99938+te/xmJJd4Z0Xefuu+/mkksuyfXupp3DaqG50o3Fkr6C0ljuzPpqihCFrtJjp9RpJRTXAGirkgtYxaLEYePWtc35bkZBK3VasajpxDWj0RR1XgnsxcxV6bHjddkywfzckwTt5W47a9sqp7NpQgghxjhtKk2VLmxjcWVThSv/5e6+/e1vc9lll7F48WIuvfRSAF566SWCwSB//OMfc727vLhlTRPbutO1kVc2y1RWUXwcVgsfWN/Czp4gLruFlTJlW8wiqqpQ4bYzHE4wEk5S580+s74QhULO50IIUfgUReHWNc1s6w6gKnDOGcSYOQ/sly1bxrZt2/iP//gPtm7disvl4uMf/zif+cxnqKwsjivBDquF9XOK42cR4mS8ThsXzq/KdzOEyIsqTzqwlwR6ohjI+VwIIQqf02bhvLlnHmNOSR37xsZG7rrrrqnYdMEwDJNYSsdtt5ywVk0IMbuZpkk0qeOyWVAl9fyMVOGxAeCLSmAvikNC0zFNxiXJE0IIUViOVC05k3N1TgL7bdu2sWLFClRVZdu2bad87cqVK3Oxy7wKxFI8uLmbYCxFndfJrWubJLmSEAJIn5AfequbwWCCMld6PXuZy5bvZoksHUmg5wtL2S8x823vDvDHPYOYmFw0v/qsRoSEEEJMjU0dPl7eP4yCwhWLazi3pTyr9+cksF+1ahX9/f3U1tayatUqFEXBNE/M4qcoSlFkxt982EcwlgJgIBhnR0+QtW0VeW6VEKIQ7OwNMBhMB4OBWIq3Dvu5ckltnlslsnV0xD6V55YIcXZM0+SFfYOZOvWvHhhmZXOZjNwLIUQBSWoGL+8fxjTBxOSFfUOck2VOlJwE9ocOHaKmpibzfbE7fup9thkLhRDFSz3u/CBT8WemyiMj9hEZsRczm6IoY/2WdGCvoCArCIUQorAoSvr8bI6dq1WFrM/VOanT1tbWhqIopFIpvva1r2EYBm1tbRPeisG61gpUBXb1BegZjTESSmBkWWdQCFGcljd6CcVTvH5wmL5AjNUtkoF6Jqp0p0fs/REZsRcz3+rWMvb0B9ndF2Rlc1nRLB/s8kXpHIlOOEtUCCFmEptF5ZymUjYf9vFWp581bRVZ53HLaQF2m83GQw89lMtNFhzTNPnj3kF6RmMEYyk03WBbT4Ct3aP5bpoQogBs6Rxl70AIgC5fjBfbh/PcInEmKjx2AEZkxF7McKZpsq07yJJ6L0sbStk7ECqKwYg/7Brgwc3dPPRWN0/t6M93c4QQ4qzohsljW/tI6QZJTeeRt7qz3kZOA3uAm2++mUcffTTXmy0Y4YTGgcEwo9EUKd1kYGwtbSQx83MHCCHO3u6+EJpuAgqGabKnL5TvJs1q/YE4A8F41u87kjxPRuzFTKcZJrHkkT6KQiypo51hYB+Kp+jyRTNZm/NFN0x29AYy9/f2h/LeJiGEOBuheIr+QJykZpLUTLr8MZKakdU2cl7ubuHChXz961/nlVdeYe3atXg8nnHPf/azn831LqeVTVXZPxhmOJxgKJSgutSB02ZhaUNpvpsmhCgAy5u8/GF3PyndxKIqLG/05rtJs9Yfdg2wvSfd+V/TVsHli2om/d4jyfNGpI69mOFsFpWVzWVs607/L6xoKsNuzX5cp2c0xiNvdZPSTbwuGx9a34LHMSVVk0/LoiqUOKyE4hoALrsFmyXnY1VCCDFtSp02FAUGQ+nBiAW1pditKtkMTeT8jPzTn/6U8vJyNm/ezObNm8c9pyjKjA/sR8dK3CV1g3K3nblVHj5+YVvePtyEEIVl/ZxK/vySuezsDTK32sO1y+vz3aRZKZ7SM0E9wJZOP5csqJ70+zMj9tEkpmlmvc5NiEJy1dI6ljSkLzI2lbvOaBtbu0ZJ6emR/mAsRftgmFVZlmLKpZtWNfLivmFM0+SShdWSyFgIMaOldINlDV6sajrh6aK6EvQsZ1flPBot9qz4LruFcrcdr8uGZhhUuu1SMkaIPIgkNBKaQYXbVnBB15VL6rhySV2+mzGr2Swqdquamcbmslmy6vgfGbHXDZNgTKNsLJmeEDNVU7kLTTcYDicodVqzTqDnto9/vcee375PbamT961tzmsbhBAiV2wWlaoSByssKihQ4bZnfcEyp4H966+/zhNPPEEymeSqq67i+uuvz+XmC0KZy8a1y+v4w+4B9g1ESFWa/GZTF7euac5MbUvphkwJE2IKtQ+EeGpHP7phMr+2hHevbCi44F7OA/llURVuOreRF9uHUFC4YvHkp+EDOKwWShxWwgmNkUhCAnsx48VTOg9s6mI4nMRlt3DrmmZqSh2Tfv+F86uIJnWGQgkW1JawsE6WIGbLNE10w8Qqnw1TRtMNLKpScH0CIU7Hoio0ljt5osMPCmd04TJngf2DDz7IBz/4QVwuFzabjX/5l3/h29/+Nn/913+dq10UjKUNXvYNhBgIxOkdjRGIpljZVEZLlZtH3urBF0nSWunmPasa5eQtxBR47eBIZnrSgcEwfYE4jWc4vTTXkprBo2/30OOPUV1i55Y1zZQU0FKd0WiSTR1+rBaF8+dW4crzqNtUaql0c9v5Z15mtcJjI5zQ8Edlnb2Y+Xb3BRkOp4/lWFJn82E/16+Y/FIhh9XC/JqSzPp2kZ0uX5Tfbusjoemsaa3gsixyfojJebl9mE2HfditKu9e2UhLpTvfTRJi0hKazt6+ECXO9Pl1Z0+Q67NczpmzqPPuu+/mk5/8JIFAAL/fzz/+4z9y11135WrzBefI+rKhUIKOkQiHRiK8edCHbyzRUqcvyq6+YJ5bKURxchyX+OlMEkFNle09AXr8MQCGw0k2dfjy3KKjNN3gwc3dbO8JsKVzlCe29ua7SQWtcmyd/UhYAnsx8x0/9d5hy+682TEc4cntfezqDfLHPYNskzK/WXl+3xDxlI5pwubDfoZCUkozl4bDCTZ2+DBNSKQM/rR3MN9NEiIrKrB3IMRAMF3NZ99gkGwnnuSsN7x3717++q//Gosl/cHxhS98gVAoxOBgcf5jNZS7sFkUVKC+zIl1gjUQ5swvEytEQbpqaR3VJXZcdguXLaqmumTy00mnWyGdBiJJnVBcI5LQiCV1+s+gDNxsUjk2/V5G7EUxWFJfyvJGL06bhdZKNxfMrcrq/cefL46U+z0T4YRGfyCOpmdXymlGO65TaBbUp8PMJ31uMdNpBjRXHJ192ljmItvKpDkL7KPRKF7v0bJOdrsdp9NJOBzO1S4y5syZw+LFi1m1ahWrVq3i/vvvB6C9vZ2LLrqIRYsWsX79enbu3Jl5z6mey9ZoNMm2rlF0w8RiUan3OplbXcL6uZWUj3UEmytcLJMyV0JMieoSBx+7cA6funw+a9sq892ccVY0eWksdwJQ6bGzrq0izy06qtRhZTicYHtPgK3doxjSEzqlzIi9lLwTRUBVFa5dXs//umI+t65tznoZzpwqTyaRk6LA3Oozm+bcMRzh3pcP8es3O/nNpm5SsyS4v3xRbWZ22erWcmpLnXluUXGpKXWwZuzz1m5VsypvKkQhcNrUcUu4Xfbskv5CjpPn/eQnP6GkpCRzX9M0fvazn1FdfbTEUK7K3d1///2sWrVq3GN33nknd9xxBxs2bODBBx9kw4YNbNy48bTPZWt7TwBFUVjSUIovnGJhXQmL69NJZDZcNIekbmSdbVYIURwcVgsfXN9KQtOxW9SCSuATSWqUu200ljuxqApqAbWtEFWOZcb3S2AvikAkoWGYJqXOM0sEWV/m5IPrW+j0Ran3Os94/fKmw360sWGogWCcjuHIrEjE11rl5n9dPh/NMAtq+VgxuXxRDRfOq8KqKqhS/lDMMAnNwGO30lThQgHsFjV/5e5aW1v58Y9/PO6x+vp6fv7zn2fuT2Ud+8HBQTZt2sQzzzwDwK233spnPvMZ9u/fj9frPelzCxYsyHpfLpuFQ8Nh9g2EcVhV2nxuDMNEHcvCKUG9ELPb4ZEIh0ei1Jc5WVRAHVabRaU/EKfbH0MhXeVDnJyM2Iti8cbBER7Y3I2uG1y7oo7rljWcUeBT53VS5z27kWbXcSWCZ1PJYFVVsEvAOaXkoomYqayqQl8gxs6eAAoKdqtKtqeLnAX2HR0dudrUpHz84x/HNE3OO+88vvWtb9HV1UVDQwNWa/pHUhSF1tZWOjs7KSsrO+lzEwX2iUSCROLo2rFgcHwSvJ7RGG8c9BFPGZQ4LQRiKQ77osyt9kzhTyyEmAm6fFEe2dKTWe+nrzBZ2lAYy3I0wyQU1xgMJlBVCMRS+W5SQZMRe1EMTNPkv185hC+SZDic5K2uUQ4PR/nweW15KeN4+eIa4imd0ViK5Y1eyVwuhBCAZhjs7gvSP5a/xNkbyDp3xJRe1orHpyYx04svvsi2bdt46623qK6u5vbbb8/p9u+++27Kysoyt5aWlnHPP793iBKnlRJn+ipzIJqaMHmeEGL26RmNjTsRd49lyC8ESU0nGEtRX+akttSZKX0lJnZkxN4ngb2Y4cIJjWhSJ6npaLqBP5rizTxV7ChxWLl1bTN/fslcLpiXXQI/IYQoVpGETjCuUeKwUOKwMBJJZZ1gNOeBva7rfOMb36CpqYmSkhIOHjwIwJe//GV++tOf5mQfra2tANhsNj73uc/x0ksv0dLSQl9fH5qmAekr1J2dnbS2tp7yuYl86UtfIhAIZG5dXV3jni932yhz2bBZVFRF4fx5lZO+4jwYivPqgWH29EspPCGKUVO5i1A8RZcvij+aHJfhNN9cNivza0uwqukpXksKaJlAIToyYu+TrPhiBlMUhfPmVpJIGaR0gzqvE4dVRYYjhBCicJQ4rNR7naR0g5Ru0lLpxpbl0pKcB/bf/OY3+dnPfsY//dM/YbfbM4+vWLGCn/zkJ2e9/UgkwujoaOb+r3/9a1avXk1tbS1r1qzhF7/4BQAPPfQQzc3NLFiw4JTPTcThcOD1esfdjnXb+W2c21zOmrYK/v6GpXz4vLZJtd0fSfLApm7eOOjjqe39bD5cOPWthRC5YVEVTMAwTQzTLKgEdS67hfetbeb8eVVcMK+K961rOf2bZrHMiL3MbBAzXJXHwTnNXlorPXhdNmpKHZw/r7AqigghxGxmt6qsbaugusRBTYmDdW0VWSdgzmlWfID77ruPH/3oR1x11VV86lOfyjx+7rnnsmfPnrPe/sDAALfeeiu6rmOaJvPmzeO+++4D4J577mHDhg3cddddeL1e7r333sz7TvVcthbUlvCVdy/DNMkq+UxvIEZSOzql4vBItOBKdQkhzk6nL4rXacM7lnm60xfNVM0oBKtbKzi3uRxFoaAy9heiSnf64nQkqRNP6bMqyZcoHknNYCiUoLXSQ2ulB8M0+cD6Fkn0K4QQBSSeMnDaLFy9tA5I99HylhX/iJ6englHwg3DIJU6+0RN8+bNY8uWLRM+t3jxYl577bWsnzsTiqKQbZ+4zpsuMXXkj1RfJjVMhSg2jWXjp943FOD/uZQBmhyvy5o5Z/siSRrLC2dZhRCTZbeqVJc6GA6lEzLVljokqBdCiALjtKlUeuyZvD61Xkd+69gDLFu2jJdeeom2tvHT0x988EFWr16d693NKNUlDm5Z3UT7YIhyt53VLeX5bpIQIsdaq9y8+9xGOn0R6rxOljeW5btJ4gwpikJ1iZ2BYILhcEICezFjvXd1E5sP+wFY21aR59YIIYQ4nqIo3Lq2mc2H/ajKmZ2rcx7Yf+UrX+H222+np6cHwzB4+OGH2bt3L/fddx+//e1vc727vBgOJfjF64cZiSRZN6eCd65omHTdzJZKt5R2EaLILagtYUFtSb6bMaG3u/w8uKkbm1Xl9ovamFNVmO0sFLWlTgaCCQaDidO/WIgC5XFYuWxRzVltwzBM/rhnkI6RCPVlTq5dVn9GNcMNw2Rr9yijsRRL6ktpKJMLZkIIAdA5EuG5XQMoKtR7nSzMMslxzpPnvec97+GJJ57gD3/4Ax6Ph6985Svs3r2bJ554gmuuuSbXu5t28ZTOD/60n9cOjrBvIMTTO/vZlKeSMUIIkY1IQuP7f2infTDMrt4g//zMvnw3qeDVedMJ9AZCU1O+VYiZYmdvkO09AUJxjfaB8Bn3fV47OMLze4d4u3OUhzZ345dykkIIQUrT+edn97F3IMSevhDffWYfZpaF7HM+Yg9w6aWX8uyzz07FpvNuNJoilNAy90NxjVhKz2OLhBBickajSaLJo+cryfZ+erXedI6EARmxF7Pc8X2dM+379IzGMt+ndJPBUIIKj/0U7xBCiOIXTuiE40djzNFokpSe58C+q6sLRVFobm4G4M033+RXv/oVy5Yt44477sj17qZdhcfG3GoPg8E4I5EkXtVK1Sk+kPyRJK8dHAHgwnlVOfnwiqd0frutj4FgnLYqN+9c0ZB1cgUhZrJ4SueV/cNEkjqrW8plecsk1Ze5KHfb2NUbRFHgysW1+W7SlArFU7zVOYoCrJtTgdue/UdebWl6xH5IRuzFDNbtj7L5sJ89fSEcVpXGchc3ntsw7n+i2x9lb//RHEDHJ9lc1uhle0+AYCyFy27h3DPME9Ra6abHnw7u7VaVem/hJRgVQojpVu624XFY2NjhRwEuW1iN3aqSTe8j54H9Rz7yEe644w4+9rGP0d/fz9VXX82KFSv45S9/SX9/P1/5yldyvctp5bBa+OgFbditCq/uH0E3DH7w/AE+f80iljaMr3dvmiYPb+khGEtXA+gPxPmzS+aedRs2dvjo8kUBaB8I01wRYJUk4hOzyLO7Btg/GAbS65Fuv2gOpWPl5cTJpXSDhbWlWBQFq6oWdWUO0zT56cuH2N4dAGBnb4D/dcWJFVtOp05G7MUMF0lo/PL1TjZ3+hgMJmitdGMCbxz0ceWS9MW9kXCCR97qQRur2hNP6Vy8oHrcdkocVj56QSv+SIoylw2X/cwy658/t5ISh5VgLMXCulLK3HLuFkKIREqnfTCMbqRLo+/qDWY9FT/na+x37NjBeeedB8BvfvMbzjnnHF599VV++ctf8rOf/SzXu8uLMpeNCredeEonoZkEYyke2dJzwutSupkJ6gECsdS4OvZnKqUbp7wvRLEbCR8NslK6SSB29qU0ZwPNMLGoCgvrSplb4yHL8qgzSiSh8+YhH+GERjih8cr+4azrwcIxa+yDMmIvZqZgPMWO3gCRhE5KN+j0RTFMk+QxfYehcCIT1AP0BSY+3h1WC/VlzjMO6iGd+XlFUxkXLaimZmxGjBBCzHa+aIrRaAqLomBRFIYjSRKp7GK8nAf2qVQKhyN9ov7DH/7ATTfdBMCSJUvo6+vL9e7ypsHrynSKVUXBZjlxKrzdqjKvxpO5X+t18FL7EC+3DxM/i3X5a1orKHWmJ1tUldhZIeW0xCyzqP5oltAKt43a0sIaeW4fCPHsroHMaHGhKHFYM+VTFAUuXVh9mnfMXBYVnLajwYfrDKbhA5ljazAkI/ZiZqry2LFZFNw2CzaLitNmwWFVWXdMKaUGr2tchvu2quJa3nR4JMKzuwbYfNif9QiYmDmGQgme2z3Aq/uHczKQJsR0qnDbqHQfWbKtUF3qwJZl5ZGcT8Vfvnw5//Vf/8W73vUunn32Wb7xjW8A0NvbS1VVVa53lzcXLahiZ1+Avf0hKtx2LlkwcRmZG1c2sm8gREo3ePXACIPBdEd/KBznltXNZ7Tvcred2y+aQyShUeq0yfp6MetcNL+aeq+TaFJnQW3JGZVcmiqHRyL8dlv6IuaOnvT/+znNhXPx7bJFNaxqLceqKme05nymcNmtvHdNE8/vHUIBrl1ed0bnytqxEfvhcAJNN7BaCudYE2Iy7FYLHzm/jed2D7C4oZTVLeXctKoJ2zHHcpnbxgfXt9A+EKbCY2NJvfcUW5xZBoNxHt3SizEW0Kd0gwvmFU9/VKTFkjoPbu7ODJz5oynetbIhz60SYvJcditfuHYRj2zpQVHgQ+tasu635LxX9+1vf5tbbrmF73znO9x+++2ce+65ADz++OOZKfozXUo32NkbZP2cSq5ZVofbbs2swzyeRVVY2uBlOJwgdkw26v7A2Y3+2Cwq5W7JIitmr3k1hVl//fgprP3BOOdQOIF9PKWzfzCMVVVY3lhW1BcGb1zZyOrWClSFM66VXeVxYFEVdMNkJJI86bleiEL2jsW1WFWFeErn0oXV44L6I6pLHFSXFN/U+MFQIhPUgyyrKVajseS42bD98ncWM9D1Kxpw2ixYVIXLFk08aHwqOQ/sr7jiCoaHhwkGg1RUHJ3mdccdd+B2F8fUrke39NA9ltG1ucLF+9e1nPY95S4bFW4b/mh6LfCcIpvmJoRIa6ty88ZBX6YjWUj/64Zh8tBb3QyOJYLr9EW5cWVjnls1tZrKzyygP8KiKtSUOOgPxukLxCWwFzPSc3sGMzOI+gNxbrugbcLgvhg1lbuwWZRM2ai2Ks9p3iFmokqPnVKnldBYubBC+uwVYjJM0+SRLd30jqYvSgViKd67JrvZ3VMyD9NisaBpGi+//DIAixcvZs6cOVOxq2mX1IxMUA/Q7Y+R1IzTTgW2WlQ+sL6Fnb1B7BaVFU2FM4InhMidhjIX71/XTJcvSp3XyZzqwulEhhJaJqgHODgUyWNrZo6mChf9wTg9/phUIBEz0qHhcOZ7fzSFP5KkdpZcpKrw2Png+lYODoWpKrGzoLb09G8SM47DauGD61vY3RfCZbOwvLF4lpOI2SGeMjJBPcDhkWjWSX9zHthHIhH+8i//kvvuuw9jLF2/xWLh4x//OP/+7/8+40ft7VaVSo+dwWAcRVGwqgq/2dSFqihcuaTmlNM93XYr6+dUTmNrhSheKd1A082zys48VRrLXTSe5UjxVPDYLaR0g919QVRF4YJ5cj6ajOYKF5sP++nyR/PdFCHOSJ3Xyb6BEAClThte16lLzO3qDbL5sA+nzcI1y+pm/NK/mlKHZOCfBbr9Mfb2B3HaLDRXuKjwzOzjVswuTptKmcuWrvykQH2ZK+vlkjmfh/X5z3+eF154gSeeeILR0VFGR0d57LHHeOGFF/jCF76Q693lRVO5k209AbZ1++kLxhgKJRgIxnlia2++myam2HA4wf97tYMf/Gk/r+4fzndzplQ0qfFWp5/dfdnX0Zxqh0ci/OjFg/zXCwd4dtdAvpszjqYbPLG1l//4YzsPbOo6qwoYuaabJgrp7PglTmtRl7vLpZaK9AXpLp8E9mJm0nWT53YP8tttfcSS2riKEccLRFM8u2uA4XCSbn+MZ3YW1jlWiIkEYime2XnMcburP99NEiIriqKgWuDJ7X08tb0f5xkkhs75iP1DDz3Egw8+yBVXXJF57IYbbsDlcvGBD3yA//zP/8z1LqdVNKFx/8YugmM16bv9cd59bnpkLpY0MAwTtYiTUc12T7zdy4vtQyQ1g0NDYebVlFBfVnzTGZOawf0buxgdywnRH4xz5eLaPLfqqBfbh+kPxEnqBind4JymsoL5O2zrDvD7HX34oylKnVYqPXauWlqX72YB6b+r1aJmEg+mdCkHNBktlelz/LHLsISYKVKawc9e7aA/EMMw4f6NXVwwr4oL509c7jKW0sclm4sktelq6qQdHAoTimvMry2hxFG81T3E5MWSOklNZySSxKoqlJ1mVooQhSaS0Pjpi4cIxNJ97x/8aT/vXd2U1TZyPmIfjUapqzuxE1tbW0s0OvNHO+KaTu9ojN7RGIOhOMF4imhCY+9AiL5AjGd2DWS9HkLMHDt6A0STOpph0uWP0R8ozo7+SCTBcDjBUCiOP5osuLXYh4Yi7BsI0TEcYWdvEK2AAtR9AyGGw0l0w2Q0mmJXbzDfTcpIT8G18tqBYTZ2jEgSqUlqPjJiL1PxxQyk6QaDoTgJTSeh6fijqUxZMNM0T6j3XVvqoLUyfcwrCqw9pt798VK6QV8gRiQxfcH/pg4fj73dyx/3DPI/b3aOqzgkZq8Kt43eQJyDQ2HaB8PIGJuYaYLxJL5wkmhSI5rUGA4lsu7f5vwy54UXXshXv/pV7rvvPpzO9AhaLBbja1/7GhdeeGGudzftyl12fJEUw+EkigJlLhsuu0pTuYsSh5XdfUHqy5ySYKlItVW52dMXIqHptFV5qCzS9Vtuu4V9/SGCY9llSx2FdeW73G0lpRskNSNdZ7yAPsCbK10opJdtlLlstFUXTl6ReErnj7sHOeyLoqLw7K4B3n1ucWfFz4UjU/G7/TGZlSVmHJtVpcxlZTCUwDTBaVNIaga/39HHYChBJKGzpL6U61fUp6eCqgq3rG6iNxDDZbNQdZISePGUzv0bu/BFktitKresbpqW3CL7Bo4mAgzFNfoCsYItfyqmjy+axBi7UGWzqgyHk/lukhBZKbFb0UyTI9daddPEalHJpkB6zgP773//+1x33XU0Nzdnathv3boVp9PJ008/nevdTbtOX5RQIj1FwjTTU9Y0g3FTwRIFtKZW5JZpmoyOfXgMheJFO9UrmtRprfLQH4hjsyh4XYU11TEc1xiNptANg/5AHNcp1otON6/TxmAoPjYt0MBdQG3rGY3SMRLBOhaYbu0ezW+DZoiGcicWNR0MDYTip0ySKkShMYGRSCqTU0M3TJorXLzdFch8hu3pD7GkwcvcsSoeqqpkZqqcTPtAGF8kHTwlNYO3Ov3TEthXl9gztegtqkLFDE/sJ3JD002GQgkcY5+5/cHinFEpilcspY8boU/pJkk9z1nxV6xYQXt7O7/85S/Zs2cPAB/+8Ie57bbbcLlmfmcontTRDQNlbMDGNE0uXVjD9p5RIgkdVYFt3aO83TXK+fOqZOS+yOwfitBQ7sIwTayqwq6+4EnXKc5kXqeNSo89c8Gq0Gp3945dcFBVCynNoD8YP+mo0nTbfNhPdYkDzTCxqApvdwW4ell9vpsFQKXbjs2q4gsnUYCWysKZTTAVNN2gfTCMosCi2tIzHmm3WVTaKt0cHI5wYDAigb2YUeLJFKG4hgUwSHcW9w6EuHBeNeFjptBn+9/hsqskUjqBWAqX3TJtF1ivWFyL02YhGE9xTlOZZD4XALjsFpbUl9IfiGO1qCxtkHJ3YmYJJ7RxSY11w8w6efWUDMO53W4++clPTsWm866+zInbZiWhpUftSx02LphXyerWcoKxFE/u6MMfST/3/N5B5lZ5KHMX56jubFRT6mAwmMCCgkVVCrKkWS54HFbes6qRtzpHcdksXLKgsC5euGyWTPkli6pgK6Cp0c0VLhRFwWZJt6mhvHAuirjsVloqXPjDSVQVFtQW9/TVx7f2cngkvS6+vTZ8VssOFtaVcHA4ndvhkoWF9f8gxKnYrRacNpWwbmCaYFNhQbUnU/4tnNBY2lBKW1V2F/pqSpz4oin6AzHcDstJy8kZhomipDM+54LdqnLZopqcbEsUj+oSB1cuqWXzYT92q8q1BXJBXYjJqnDZUEjPsgJQlfT5TstiLn5OAvvHH3980q+96aabcrHLvDGAWq8TwzSJpXSShsG3f7+HT1+5gFqvk2NzHJgmJHQdsI3dNxkKJ3BYLJlgfyiUIKkbNHidsm5zBvjsOxby4xcPMhpLcc2yuqJOPtZY5oLWdBBdaLXiP3ReC/e9dpiUZrCqtZz5taX5blLGNcvq6Q/E2XzYz6K6Ej64tiXfTcoIJzRGwumMwaqq0DNavMng4ik9E9QD7B8Mn1Vi04W1pTy9c4D2wfDpXyxEAXHYrKxuLee1/SMopkl9mQu7zYrTZuETl85FM0xsluxzKR/2RWgoc9IwVpHk8EiUlc3lQLq/oygKmw/7eGX/CFaLwg0rGpgzNtU/EE2R0HVqShw5C/iFuHRhDRfOq8KiKnJciRnHIF3LPppKB5MuuwUjy35LTgL7m2++eVKvUxQFXZ/Z6889Dgtel41ufxTNAItu8sYhHxXuw7xrZSPr2ip4fu8QhmmypL6UEruVTR0+bBaVbn+UfQPpaaFXLK5F0w1eak/XQp9X4+GmcxvlRFTgkppBhceO3WpBLeK/lWGYPLKlh05fNHO8FtKykjWtFSRSBv5okosXVGMpoIti/miSl9qH6BiJMhJO8O5zG2mpLIwLQOkM1nHCCQ0F6Cni8m12i0qp00poLAFkhdt2VsfJwrr07Ib9g6GctE+I6WKaJv2jCSwWBV0z8UeThBMp1rZVjJtddKxgPMWevhAum4Xljd4JBx6OTx5b5bETTWo89nYvA8E4dV4nfaOxdN/PMPnD7gE+cek83u4a5fm9g5gmmaR9wbiG2245owsMQhwrltKxWVScBZTfRojJsKgK8WOqlMRTetaDvjkJ7A2jcEpNTTVVUdB0I7PuwcQkEE3yqze6+NPeIZbUe7nt/FaqShyUuWz88o3DjISTxJI63f4oC+tKMU144+DIuO0eHIrgiyQLZp2wmNgTW3v57dZe4prBvoEgC+tKinK97WAoQacvPdppmvDWYX9BBfbP7xvi7c5RAHpH43zswraC+RD/f6928OK+YTTD4PBwhO//oZ3vfmBVvpsFpD8kNN0EE0yFcR8gxeZIZu/XD/pQFbhwftVZbe/IsoV9A+HMaKQQM0EortEfjBFPGhhANKGztz9Etz864fT5eErnNxu7MhfFBkNxrlp6Yhnj5go31y2vp30wRHWJg/PnVfFi+xD9gXRiu8MjEfyRFPVjI/rG2FrRNw6OcGTZ6K7eIAPBOP5oep3+e1c3UVtgOV3EzPHMzn529gaxqgrvPKeeBQU0m0+I0xkYjY1bY68ZEMuylGjOLo3+8Y9/ZNmyZQSDJ9ZsDgQCLF++nJdeeilXu8sbfzSJxaKMjdqqKMBoNEVC0+gYjvD83kH+tGeQSo+dYCzFQDA+9qGVZDSWymzHabPgOSaTvkVVCiYwESf35I4+9g+F6fRFeP2gj0MFVt89V1z28TMSPI7COjb3D4R5u8vPGwdH6BiOMBzOphjI1Hp53xBxzUAzIKGbvHnIl+8mZTht6bW2qgIWJV1apZhVlTh418oG3nlOQyYnw5laUFuC3aISiKUyF72EmAmcVoVoUufIZTwDiCQ0Xj0wMuHrfZFkJqgHxi1pOd6yRi/vWdWUmTl17LRRh9XC0oZ0YGVVFa5YXJtuj83CSDjB4ZEIA8EYg6H0+TuW1Hm9gM6XYmYZDMXZ2RsgltKJpXReHpsRK8RMkdAmmHaf5QrCnPXq/vVf/5VPfvKTeL0nZqEsKyvjzjvv5F/+5V+49NJLc7XLvHBYLAwE4gwEE+iGic2Szpjsj+qkdAOLqvDwlh6uW1FPndeZGYmHdGZxr8uG3apy3bI6LKrCc7sHSWg6F86vGhfoQ3o69MHhCKoCc6s9MkJUAIZDCZJjo5xRU2OgSMuplLlsXLeijo2HfDhtFq5ZduJoTT69emCYt7tGMc10Cco7r5iX7yZlhBOpcfcjyeyutk6lMqcNt91CMJYCFCpKijux557+IH/aM4SqwFVL684qWaDDamF5k5ctnaNs6Rwt6vwaorgkJyiZdNgXRTvJ0sgKtx2nzUJ8rHTvkRH3yVjXVknHSJRgLEWd18l71zQBY0lOLSqabhCIJnl+3xCqolBdYqPC4+DIuEYhJUIVM4tFUdjbH6JnNIZVVSXJqZhxvM4Tx9ttNpVkFqvYcxbYb926lW9/+9snff7aa6/lu9/9bq52lzcdw2GGwwm0savSSR3UlE5SS2d9VZV0QL67L4TXaaO10o3Nks6g3lbl4c8vmTtuex9Yf/LEWk9s6+Xg2Ijw8kYv1y6XDJ/5VulxMBJJgmnisFlPWGNYTJbUe1lSX5jlYgaDcWyqgkF6euf+/hCtBbKOPZEafwY+tiZpvo1Gk8RTBiYmpgmBaOFcdMi1lG7w6JYeOkfSeSJCcY0vXLvorLa5uqViLLD3c/Pqphy1VIipFYidOKPJqioMBOPjlpW8emCYXb1Byt123nlOPQcGw7jsFtbPqZz0vsrcNv6/i+YQTel47JZxAxKGYfLwWz08vWsA0zRxOyxYVRWrqmBV0zMhLyqwCixi5kikdAZDCfzRFKqi0BcozoEXUbz2D584C9gfTuDJIlrPWWA/MDCAzXby0R+r1crQ0FCudpc3Cc0gnhzfUU/pJsdeZE4ZBvOqPXgcVsrddqwWBauqprOMT1I0qbG7L0hfII4CaIbBNcvqZNQ+z25Z3cQDb3WRTBnMqfZwbnNFvps0K3ndNjpGIhgm2Jwq9QVUdtB23JIaq1o4yaASuk4wnhqr3mFmZhMVI0032NkbzMywiSQDZFkO9gSrW8vhFdjc6T/7BgoxTeKpEw98TTc5MBTh6Z39XL+igc6RKG8cHCGeMhiNJvHYLbzznIZx7zFNk+f3DtExEqHe6+TqZXUTJrtTVYWSY2YgjoQTbO0eJZ4y6PRFcNksjAKRhE65y851y+tZWUA5XMTMFBxbPuIeW0oYSczsZN1i9il3nRhHlzqsGFkkns9ZYN/U1MSOHTtYsGDBhM9v27aNhoaGCZ+bSdqq3Rw//qab4LCma2k7bBZWt5TjcVoZDifo9kd5u2uU2lIHi+pK+I8/tmO3qrxzRQMtlSevGWtTVfYPhjPr3DRDkjUVgg+e10JDuZPRWIrz51RRXsQj9gXNTCd+M02IazqlzsJZK76wpoR9A0evujZXFk4iKF0zSWkGR2blJrXi7fgoikKZy8qu3iCKonBOU1m2S9VOcN7c9Mjlzt4gI+GEJDsVM8JEOVKSmoHXaWN3X4h3LKllY8cIf9wziGGml2JVHPfZtrM3wG+39XFgMMy8Gg+j0RRlbhsXzT/5CLthmDy3e5Cfv94BwLxqD0PhJGtay9nYYWICt65tlqBe5ER1iYNgLMlgKImqKMyvKYxZfEJMlt1y4rnaULIbHMrZUNINN9zAl7/8ZeLx+AnPxWIxvvrVr3LjjTfmand5k9INJoqvU7qJZqbX0bvtVg4NhfnO03t4/cAIdotKMJ7i568dJqWbRBI6z+4aOOV+krpBW5WHcreNCredpnIX5tkON4mzpqAQiKUYCibQZlE1iELTPhhGRUFV0hmcXz5QOElyKkscWBRQSJ9gqzyFE/wlDINjc7Mcv+62mNgtaroiScogmtQZjabOuixindfJsgYvpgnP7535M9DE7OCwWk9Yux7TDDZ2+BgMxdndF2RTh59wXGM0miSa1DIZ7FO6wYv7hvj5a4cZCMQJxFKZJYLRU4yIdvmifPeZvfzw+f30B+MkNIMuf4zWShdLGrx84tJ53Pfn5/H+dSdfjihENobCCXQjnc9BVRVGo8U7I00Up/gEyfPyUsce4B/+4R94+OGHWbRoEZ/5zGdYvHgxAHv27OEHP/gBuq7z93//97naXd44rRZcNpVI8sSgzjDSU1t39I4SjGsE4ynimk4qYlBT4iB5zFpb/TR/KLfdwrwaT2Y6W1uVW0bsC8C3ntrNQ291o+kmD27u5jd3XkB1aeGMyOZSIJZiZ28Al83CyubygqoVb2KiH7nQZYDHWjhZ+xXAMI8mMs3ynDyl/MdVDyjma4XpJQcmVR47ipKubZzKQXm/dyypZVdfkD/sHuDWtc05aKkQU6vEYZlwtkokoXNwKMJbnaPYrSo1pQ5SuklzpStTxvWxt3vZ2RPg0HAEl03FME0GgnFaK92sbC476T5fbB8intKxWhQSKYOkZmDYTc5tqeD6FZIvSORecmw2mtue7g8UczlXUZwCkRPzQiQ1nQly6p1Uzkbs6+rqePXVV1mxYgVf+tKXuOWWW7jlllv4u7/7O1asWMHLL79MXV1hZdY+E16XnRXN5Sf84gzzaMk604CukQhzKt2UOKzoBjSUOTPJ7yyqwmWLak65H0VRuPGcBmpK7NSXOeWDsEA8uqWHQEwjktTpGInw2629+W7SlIindB7Y1MUbB308v3eI53afeobJdFta58VptWC3qFSX2AuqVu2+gWCmE20CB4fC+WzOOA67lWMvzxTOpZrcK3Gkk1t6HFbcdis1pQ6slrP/iY+ci5/bPVjUOQpE8YgktEzC32M5bemeTELTqfQ4qC9z4XFYWNbg5dIFNaR0gy5flBKHlRKnldFYCtOEtko3dquKP5quAGKaJn/Y3c9dT+7mqe19mdmFJQ4rtaVOakodtFa6+eC6Fq4tsAorong0VbhYUONGN00sqsIFcyef9FGIQmCzTZyzJBs5XZja1tbGk08+id/vZ//+/ZimycKFC6moKJ4EYyYmS2pL2d0TIHjMNDS7RUEBekdj9CvgtFlZNzd9ZbqhzMU7ltRSU+pgT3+QEoeVltNk8DZNk99u72MonO44/n5HP+9dI6ND+RaKHy1lZpjQ6S/Oetb+6Pg6xl3+wsou+86VDSQ0nXBCZ3VrOY0VhZM8b9/A+EC+L3ji8qR8mV/txmYhUzplorW3xcJqUfmzi+fyrd/vwaIofPLSeTmZ9bSiqYzljV529gZ5+K1uPnFp4ZRaFGIiKf3E6hdWVaHO68RuVbl0QQ1VJQ76g3Gayl3UlB5dPlRVYmcknGRZvZfe0SiVJQ7c9nTXsdMXxWlV+MendvNq+wiqqvDU9j5GIgmuXFLHE1t7WVhXwo3nNnDVkjrs1sJJJCqKj9Om0u2PE4imUIFhufAqZpocTKOckoxTFRUVrF+/fio2nXcWFP60d3BcUA/pqfL9gfjYWnuTpKZTVeJgcV0pI5EkPaMx/t9rHWzq8KMqCh8+v4Wbzj15uaRoUmcweHTabKcvOq4sjciP42d2uW3FGRhVuO247RaiYxFgYxZ1jKfDzp4Ab3cHMAyTQCzFl29clu8mZaSOWyNlFtBswKFwimOr8RXzVEXTNPnnZ/cxMHZh5V+e3cf/+7PzcrLt285v4+8e2c6PXjzIRy9ow1mk5wFRHCZMyGSYVJfYufOyeSxvSk+pn6he/S2rm9jY4cMw0lP0/7R3iHKXjTqvk1+83sG27gCBaApFSc9GDCnwxkEfH71gDndeNg/dMLFOkDlfiFx748AIPaMxtLFcWC/tK5zcO0JMRoX7xHOw22FFS0z+IpWcbbM0FI5PWBvz0FAEu9WCMVYfWjNMhoIxfvFGJw9s6uYbv93J0zv6gXTd7Ue3nHoKt8tmodx9tOxBndcpQX0BOP5aWneBjWTnitNm4f3rWljdWs5F86u4usCmTz72di+6kc6qPBCM86s3OvPdpIyUcVwd+wJax35gMDTuGE4VcfK8/mCc7mNm1OwfDBFL5qYKwK1rm2gqdzEYSvBfLxzIyTaFmCqj4RM/pwygYyTKxQuqOTAUZv9g6IQkTf5IktFoissW1lDhcdA7Gqe21IE/muSNg8O8cdBHOK5hQKbShmHCvJoSIL2kUIJ6MV0SukFcM9AMSOkQTKRO/yYhCsgr+wdPeGx/fyirbRROjagZQjdMJkqGrpkwMjbtx6KAw6oS10zCY9OZDRMGQgm6/FHUsdJLp6KqCreubWbzYT8WRWHdnOJZziBmhkqPnSsW1+a7GRPSDCOTlE6BnCRFy5XUibNeC4Y+wZTcYlXtcWBRFIYj6ZlPDV4nLntuRtYdVgtffOcSPvvrLfz7H/dz+aIaVrfKOVoUpvbBifN8pHSDp7b3sXds+dC8Gg/vWZWeSbi7L8gzOwcwTJOaUgfD4QSvtg+wsTOYeb/NomCaJiqgKFDitHLtsjo+fcX8Kf+ZhDheqd02LjG1VsTlXEVxik9wMcqGDky+7yKBfbYUBZsVTtU/1k3QDQNME1WBYEwjldKOWbNssq3bz0AwTp335FOcvU4bVxZoYDVbeZ0qwfjRIHLdHEnOkhfHrEMygUX1hZM8z26BWIH2J0xzNo2emVSW2DMXXKtKHTktGfrulQ08vbOf323r4xP/bxO/+dSFzB8bqRSikFR7J85BousGv3ijk9pSB21VHg4ORYgldVx2C1s6RzFMk6Rm8MCmTrZ2B094f0o3cVhVPFaFG89t4lOXzaelyj3VP44QE3pia/e4+/HZcx1bFImVrZVA17jHqsvcwOQP5tnUy8sJiwKJSfx+oymTNw6l1/cE4ymGouOnwsU1+NrjO0+bMTua1HI2fVScvQvmV2NV08dBpdvKpYur892kWen48sm/fvNwfhoyAe8xS2gAJkhymjcDweJcOjKRcFxjIJhAVUBVoMcfz+nSA0VR+NZ7z2F5o5eRSJJb//NVXm6XNZ2i8JzbWjXh46G4TjCW4q1OP6/sHyaS1DIJ7iwqhBMpHtw8cVAP6f+rq5fW8qOPr+ebt5wjQb3Iqxf2nTiNWYiZZE7ViYnVvW57VtsooC7nzNA+EJqwHuxEfBGN/mCcMpcNLXXiuwaCcR4/plxaly/Kn/YOsqMnAMDrB0e454WD3PPiAbZ2jeag9eJseexWPA4rDqtKudtOOC4XXQpBnz+S7yZkjITHT6VKFc4qAUYjhZOhf6qpqkI0kS5NGUnqRJMpsqwac1qlThv/78/O49yWckajKT760zf44oPb6A/Mnt+zKHwnOz/qwN7+IJGEhqpAfyDOpg4fmw/5eHpbL798rYOh8MnXKb9/bTP//uE1nD9v4gsHQkwnvZDXwQkxCb/b0nXCYx2Dgay2IVPxs9Q1OvnyZrGkhmZAnxafcErQUDiBZSwhXn8gzsNv9WCMTRUNJzT+uHuAntEYiqKg6SYrm8tQFIVIQuPwSJRyt43G8uzKfOmGyc7eACndYHljmWRzztLGDh/BWPqP2emL0jcaY3njqfMliKm3am55vpuQUUjJ8o63p3/ikbdiZBgGobHEXgChqHZi9sscqC5xcP8dF/CN3+7il290cv+mLh7Z0sN71zTx4fNaM+dtIfIlGD95RuWUAf5Iih3JUVJd8Pttfeic+l/FAvz442t4x7KGXDdViDM2t9rJcI9cVBUz14GhE/toA8EEDV7bBK+emAT2WTKzGKBNaRDTTn4FMZbUObclHRT2BWKZoB6g1x9lc6efbl+MhGZwaCjMF65dRDSp8es3OzPr9a9ZVseKsUR8e/tDvH5wBIdV5epldVSXOE7Y5yNvdfP7nf3ohsnq1go+feUCLLkexipi/kgq0+HRDdjeM8rVy+rz2qapsqs3yMYOHy6bhWuW1VHhyW460FRSGN/xbPLK2ubJsM6if3V/NMmxkyU00snCpoLTZuGbt5zDzaub+M7v9/Jmh4//2djF/2zsYnFdKTevbuLqpbUsqC2RIF9Mu97TzCAxSC8fnIz3r23kO+9fnYNWCZFbrdWlbJTAXsxg/tiJF2GTyTgw+T6uBPZZMo3JT/U53StjSZ3f7+hjIJDgmd399PhjtFa6WVRXSo3XyWg0yWAogQkEYil+s6mTVS2VxyThgz39IVY0lRFOaDw9FrADPLWjn49d0HbCPu99tYP9Y8sJ9g2EeP+6ZhrKshv1nwlM0+SPewbZNxBiaYM3q+zuoXiKaFKnusRxwkUP87ikbSXOyV9Fm0kC0RTP7hrIXGx6emc/HzqvNc+tOur4Lmj7wKlzVYi0A0PZTemayTqHTywRE57gQzOX1s+p5DefupCNHT5+9UYnT27vY+9AiG//fg/f/v0eWipdnNtczrJGL03lLmpLndR6HVR7HHhdVgn6xZToGTnz86MCeGwKN65q4lu3npu7RgmRY+1Dk59RK0Qh6uk/MQ9SNJZd2UYJ7LMUTuZuLmc4qfP41j7eOOijyx8jpZscGo7gsCq8fmCYA8ecpEzgu0/v4bHPXEY4oWFTFRw2C5WedGAZT+l0jkTY0x/CalG4eH46qVtfIEZKM2mucKGbJvsHQ5kEUv3BON0jkXGBfTihEU/pVHnsM7qT+fzeIf7rhQPEUzp/2jOIVVW5ZOHpE93tHwzzu229aIZJS6Wb965uGleH9/hA32UtzqUMsZTO/sEQ27pHcdosXLeisGcl7OwZzXcTZgT/LOr3xJInXlpVp6mm9vo5layfU8n/vWk5v9vWxzO7+nl1/whdvhhdvhi/3dZ3wnusqkKlx06lx05ViZ0qj4NKj53qEjv1ZS4ay500l7upL3NmEpwJMRlmNlMNj2FT4aMXzOH/XL8Yl126i6Kw7egtnFw7QpwJ3wQTTroCIWDyy57kTJ2lUlduf2XhhE4sGeVIsuZYyuDJHf0YE3wOD4U1Ht3STTyl0xNOcsnCai5ZUJN+0jTZ1hNgNJpCUWBnX5BX9w/zxiEfAE3lLqJJjcSxC4ANMI4Z+9zaNcq9rx4iqRmcP7eKj1/YNmOD+xf3DbCpw49JesThtYPDkwrs/7Crn1+8fphQXGNdaxnnzalkTvXRLJXx4+ql9weLM1JKaBrP7u4nnjJRAM3o4/PXLM53s05qn1ypn5SRRL5bMH1e3z9ywmN7u4O0TmNlxDKXjY+c38pHzm8lktDYdNjPzt4A+/pDDAQTDITiDAYThBMammEyGEowGDr1H0lRoLbUQYXbjt2qYrOo2CzK2Nej37tsFjwOKx5H+muJw4rbbqXEceRxKx67FddxeVbM4+bDTFQhUFUULBYFq6pgURUsY/ePvN40TYxjv2JimmCY478e+d4w03s9OiNKQVXSlQdUBRQUFCX9s6uKcvQr6dcce19VFBirhHCy9xumiWGAbproholhmOjm0a/acdUTlLFtKUe+H2sfx3w8KmN3jnxkKpn3KuPuj3/N+Bef7L3jH5t4f0c4rOoJn9uJWPbVMCzA7z93KfNrvVm/V4h8KKA8tUKckdEJHjs0OAAsmvQ2ZlVg397ezu23387w8DBlZWX87Gc/Y/ny5Vlto3Mk91cEj6/AlDrFxfW3OkcpdVqJpzQODIUJxVNUlTgYCiUJRpMEY0kUFAaDcX6z8TC/3d6PYcLCWg9XLK47YXuHhyOcPy99ceDnrx+mbzR9uejpnf1cvKCaBbWnX9dhGCYDoTgum4XyLMsyTJVfvt6Z6Z6awH+/fJC/uW7Jad/3naf3Zv4eLx/08/r+QeZUz808bxrj/1jRZPYfJdu6R+nxx2ipdGfyI0y3/kCc+zd2oqrw4fVtVJeOz8fw5LZ0UA/p31/nSGEHzgWcr07kSZ/Pd8JjRipKvj72PA4rly+q4fJFNSc8F0/p+KNJRsJJRiJJfJFE5vvhUIK+QJze0Rg9o+mcKwPBBAPBWXSVRkza/m++E6tlfGD/yoHsyoAtrnPz9P++MpfNEkIIcQZ27gJunvzrZ1Vgf+edd3LHHXewYcMGHnzwQTZs2MDGjRuz2sbh09Sdn2o7ewMkNZOkptMxEqWmxMHHL5qDgsFwJEV6QNmkZzTGrr6ja0z3DkRY1XJiR/DRt3r5wHlzgHTn8gjdMElop5++Zxgmj77dw+GRKIoCVy+ty1uweqzj4+3YJBMDHX+R5f8+sYsPXXA0sC9z2RiJHl3vsqguu9GMnb0Bntud7mTt6Q9ht6osqst+CDGW1Hnj0AiabrK2rSKrxHa6bvDZX2/hwFAIUHjzoI+ff+KC414z/m+fMiR0FjPLmwdPPN/tONjLnMrCyRVxhNNmoaHMddp8J6ZpMhJJ0uOPEYynSOkGSc0gpZtohkFKM0nqBindIJbSiSQ0IgmdcEJLf5888piWeSyeMsaN+o4fWT5xxNgkPcquG+mbNolzg3rMSPuxo+hHHueY59M/Z/pnNc2j+8uM9HP0uaP3J/FLngRVSS+3UpX07chMA3PsBz/2/rHJbnO1/6ny/OHJT8Xf9ZWrcLudU9gaIYQQk7U7y9fPmsB+cHCQTZs28cwzzwBw66238pnPfIb9+/ezYMGCca9NJBIkEkc7hcHg0fIDkVR2SQxyzTBMTNPEalFJajrBeIrBYJz9QxEUBSxj0w0n6my9vG/ohMfObTw6zfz6FfU8tLkbTTdZVF8yqdH6gVCcw2OjuaYJmzp8BRHY58rxZepvWt3I42/3oRkmjWWOCUffTuX4abaDwcQZBfZPbOulx5+eXnloOMKGi+dgm+T64cFQgr39wUzHdHtPgHhy/A/aOZr91E0hCsnoBI/9z+t+blxXeIH9ZCmKQnWJY8KKJ/lyZLq9ZqSvph4JijPT1qdpOdfJpv8fewHAME1MAxSV9PKBsSA+/TV3bTUnCPrNiZ474TUnv1hw7P0jrzt+23BiHpjJ+tvr5vGpK5ee0XuFEEIUhlkT2Hd1ddHQ0IDVmv6RFUWhtbWVzs7OEwL7u+++m6997WsTbqe10gMHT8y2PF2qS5xohkE4oWG3qrjtVqpLHSxr8uJxWIklNRQU6r1ODgyNXzYwr9LBcChJ4phewJ9dcXTdxo0rG1lcV0o0qbOwrgTHJBLDuWwWFOVoB8NdIAl2Lpvn5cWDRy/IvHNp5RltZ0H1+JGLv7l2CQ1lLkajSa5eVk9DeXYVBeZVe9jaNYpppjvAc6rdZ9SugWPKF4UTGtGETpl7coG9y2bJXBgCsFksJ0zdbKkovkoJQpTJQGTOKYqCRQGLmt9EokfaMX7OQX6Mm+lwQnPy377jdXzrXflughBCiByQ1LoT+NKXvkQgEMjcurq6Ms99/Zapr99adYr+0T++ZzmrW8tZ1uBlw0Vz+dD6FrxOG/OqS/nidYtYUFPCiiYv//rBVSe89747L+V3//tS1rWVs7S+hHtvX0ONd3wAt7CulHNbyicdoJe77Vy9tI4Kt42mchfXLDtxHX8+/OwTl/DBdY20VTi47YJmfvjxC07/JuDKheMvAPz2Ly8dd9/tsHLHZfP5P9cvZU1rRdbtaqvy8IF1LVy2qJoPrm+hueLMAvt5NUdnU1SXOihxTv6CSpnbxs2rGqkqcVBV4uCD65rHZf4H+POL51PjsaWTUQHvXD75coH58Os/k7rKk/Gja6Yxc1yeTRSsPPZ/JYARs89Cz8SPd3zrXRLUCyFEgdj39WtOeCzbc7RimoW5Ouyzn/0sjz/+OIcPH2bLli2sWrUKOHUCvFM99/rrr3PxxRczf/58ysrKuPfee7n66qt5+eWXTxixP57f76eyspKdO3fi9XoZHo1w4w9fzzxvA45M0C+xQ3isVPIV8zzoFgevt/s42QT+n35sDUuayjk8FOSVA8Osn1OFalEpc9p4dlc/f9zVz76BKHOrXfz3/3c+Nlt2oyKPbulmKBjjzy9dgHqGU/RmG384Ts9ojGWN5QX7O9MNk30DQVK6yeL60knNrjhWUtPZ2RtEVWB5YxlWi0pXVxcXXXQR27dvp7y8nGAsxfN7B6hwO7hkYXXBVUh4/w9eYDCk8c33LuGSRU35bs44F9z1XOb71//uqjy25ER/9i/PsWtswsf3b2zg/JXL8tugKfT7HXv5v493A/DrD89j7ty5JxznQhSj44/zY89JUHjnJSHOxKmO89/duYqqqqo8tk6I7P3o2df5743pGdffuKGFa1YtIhgMsnz5cnw+HxUVpxlUNAvUCy+8YHZ1dZltbW3mli1bMo9feeWV5r333muapmk+8MAD5rp16yb93OLFi817773XfOCBB8z58+eba9eunVRb3nzzTZP0Mja5yU1ucpOb3OQmN7nJTW5yk5vcpu325ptvnjZmLdgR+yPmzJnDo48+yqpVqxgcHGTBggX4fD6sViumadLQ0MDLL7+M1+s97XOvvfYan/jEJxgeHqajo4NHH32Ud73rxCkOxyfP8/v9zJkzh66uLrxeL92+KI9v7cU00+vn3rWygbaqk8x1E2KG6O7uZvny5ZnjXBQfwzD5zeYuRkLpaUVzazzccE5Dnls1veQ4F8XENE0e3NzN4Fj5w6YKFzevbpLjXMwKxx7nDreH+zd2EYppACxv8nLF4sJeRijEZASDQVpaWiY1Yl8Ymc4m6VQJ8MrKyk773PLly3nttdcAOO+883C5Jk4QdrLkeV6vF6/Xy8hAAof76BrnkaSFc+SDU8xwRzp/R45zUXwCsRQRw45zrDziYFyZdX9rOc5FMYkldYK6DafHBsBIEjwlpXKci1nh2OM8YtpIqU6cY+Nsg3FVjn1RVCyW0y+7leR5EzhV8jyAeu/41Mqnqz0shBCFwGO3UHpMosV6SRMvxIzmtKlUuG2Z+zWljlOWvAtEUxgTlMMVYqYrd9lxHpOHSvrmYjaaUSP2LS0t9PX1oWlaZrp9Z2cnra2teL3eM3puIg6HA4fj5HWCF9aVcv0Kky5flKYKF4vrZ0+maSHEzGW1qLx/bQubO31YVZX1c86sDKQQojAoisJ71zazucOPonDK/+k/7Brgkz/fxIfWt3D3e1dOYyuFmHouu4X3rW1ma9cobruFdfL5JmahGTViX1tby5o1a/jFL34BwEMPPURzczMLFiw44+fO1NIGL9cur2d5Y9nZ/2BCCDFNytw23rGkjssW1eCy57f2uBDi7HmdNq5cUssVi2vxOE4+XvPTlw9hmvDrN7tO+hohZrKaUgdXL6vjogXV2K0zKsQRIicKdsT+zjvv5He/+x39/f1cd911lJaWsn//fu655x42bNjAXXfdhdfr5d57782850yfE0IIIYQoZglNz3xvGGbBlnMVQghxZgo2sL/nnnsmfHzx4sWZBHi5ek4IIYQQopglNCPzfSiuUXbM2nwhhBAzn8xTEUIIIYQocsF4KvO9P5rMY0uEEEJMBQnshRBCCCGKXDiuZb73SWAvhBBFRwJ7IYQQQogiF0keXWMfiKZO8UohhBAzkQT2QgghhBBFLKUbJI9ZYx9Jaqd4tRBCiJlIAnshhBBCiCIWSYwP5KPHjN4LIYQoDhLYCyGEEEIUsfBxgX1MAnshhCg6EtgLIYQQQhSxSGJ8IC8j9kIIUXwksBdCCCGEKGLHr6mPpSSwF0KIYiOBvRBCCCFEEWssc/EP71pKicMKQEyS5wkhRNGRwF4IIYQQoojVlzn5xKXz+MSlcwGZii+EEMVIAnshhBBCiFnAbbcAkjxPCCGKkQT2QgghhBCzgMuenoovI/ZCCFF8JLAXQgghhJgFXLb0iH1UkucJIUTRmbLAPplMsnfvXjRNErQIIYQQQuTb0an40jcTQohik/PAPhqN8ud//ue43W6WL19OZ2cnAH/5l3/Jt771rVzvTgghhBBCTIJrLLCXqfhCCFF8ch7Yf+lLX2Lr1q08//zzOJ3OzONXX301999/f653J4QQQgghJuHIVHypYy+EEMXHmusNPvroo9x///1ccMEFKIqSeXz58uUcOHAg17sTQgghhBCT4BwL7BMpI88tEUIIkWs5H7EfGhqitrb2hMcjkci4QF8IIYQQQkyfIyP2cRmxF0KIopPzwH7dunX87ne/y9w/Esz/5Cc/4cILL8z17oQQQgghxCQ4belunwT2QghRfHI+Ff+uu+7ine98J7t27ULTNL7//e+za9cuXn31VV544YVc704IIYQQQkzCkan4cc3ANE2ZSSmEEEUk5yP2l1xyCW+//TaapnHOOefwzDPPUFtby2uvvcbatWtzvTshhBBCCDEJTms6sNcNk5Ru5rk1QgghcinnI/YA8+fP58c//vFUbFoIIYQQQpwBh+3oeE5c07Fbcz6+I4QQIk9yfkZ/8sknefrpp094/Omnn+app57K9e6EEEIIIcQkOKwqR2bfyzp7IYQoLjkP7P/2b/8WXT/xw8I0Tf72b/8217sTQgghhBCToCgKjrFReil5J4QQxSXngX17ezvLli074fElS5awf//+XO9OCCGEEEJMkpS8E0KI4pTzwL6srIyDBw+e8Pj+/fvxeDy53p0QQgghhJikTGZ8GbEXQoiikvPA/j3veQ+f+9znOHDgQOax/fv384UvfIGbbrop17sTQgghhBCTdLTknYzYCyFEMcl5YP9P//RPeDwelixZwty5c5k7dy5Lly6lqqqK7373u7nenRBCCCGEmKQja+xlKr4QQhSXnJe7Kysr49VXX+XZZ59l69atuFwuVq5cyWWXXZbrXeVNPKXz5iEfKd1gTWsFFR57vpskhBCTMhpNsvmwH6tF5bw5lbjslnw3SYgZTdMNNnb4CSc0VjR5aShz5btJp3RkxD6WlMBeCCEKSTCeYnOHHxQ4b04lHkd2ofqU1LFXFIVrr72Wa6+9dio2n3e/3dZHly8KwMGhCBsunoPNIrVghRCFTdMNHtzcTSiuATAQiPOB9S15bpUQM9uf9g6xoycAwL6BEB+7sA2v05bnVp2cc6yWfVyTNfZCCFEoTNPkoc3djEZTAPT4Y3z0grastpGTwP7f/u3fuOOOO3A6nfzbv/3bKV/72c9+Nhe7zKuBYDzzfTihEY5rMmovhCh4kaSeCeoB+o85lwkhzsyx/0dJzcAXThZ0YC9Z8YUQovDEU0YmqAcYCiXQDTOrbeQksP/e977HbbfdhtPp5Hvf+95JX6coSlEE9nOqPOwbCAFQXWLH6yrcD3AhhDii1GGlptTBUCgBwJxqqVQixNmaV+1heOx/yuOwUOt15LlFp3ZkKn5CAnshhCgYTptKQ5mTvkD6YnFrpRuLqmS1jZwE9ocOHZrw+2J1/Yp6WipdJDWD5Y1lWf/ShRAiH1RV4X1rm9nZG8Cqqixv9Oa7SULMeBfNr6LSYyec0FhUV4rbPiWrHHNGyt0JIUThURSFW9Y0saMniKrAiqayrLeR00+fVCrFkiVL+O1vf8vSpUtzuemCYlEVVjaX57sZQgiRNafNwtq2ynw3Q4iioSgKSxtmzkWyzBp7GbEXQoiC4rBaWNtWccbvz2nGN5vNRjwuazaFEEIIIQqRwyp17IUQohjlPJX7pz/9ab797W+jadrpXyyEEEIIIabN0XJ3MhVfCCGKSc4Xgm3cuJHnnnuOZ555hnPOOQePZ3xypocffjjXuxRCCCGEEJNwtNydjNgLIUQxyXlgX15ezq233prrzQohhBBCiLMk5e6EEKI45Tywv/fee3O9yRklnNAYjSapKXVk1rEJIWaXeEpnOJyg0mMv+AzZQhQCfyRJLKVT73WiSqWZKXW03J1MxRfFxTBM+oNxnDYLlR57vpsjxLTLWY/TMAy+853v8Pjjj5NMJrnqqqv46le/isvlytUuCl5fIMbDb/WQ1Ay8LhsfXN9CiUM69ULMJsF4it9s7CIU13DYVN63pplarzPfzRKiYG3vDvDcngFME9qq3Ny8qkmC+ykkWfFFMTIMk8e29tAxHEVR4B1LaqWClZh1cpY875vf/CZ/93d/R0lJCU1NTXz/+9/n05/+dK42PyNs7QqQ1NJXwIOxFPsGQnlukRBiuu3pCxGKp5OHJlIG23sCeW6REIVt02Efppn+/vBIlMFQIr8NKnKZOvayxl4UkcFQgo7hKACmCZs6/HlukRDTL2eB/X333ccPf/hDnn76aR599FGeeOIJfvnLX2IYs2eql9tuOeV9IUTxO/7/3iXnASFOyXPMchVFOboGXEyNTLk7mYoviojLZkFVjs70kT64mI1yFth3dnZyww03ZO5fffXVKIpCb29vrnaRMWfOHBYvXsyqVatYtWoV999/PwDt7e1cdNFFLFq0iPXr17Nz587Me071XK6cP6+SRXWllLttrGmrYHFdac73IYQobMsbvaxqKafcbWNJfSnr51Tmu0lCFLRrltXRVOGi0mPnmmV1lLlt+W5SUZOp+KIYlbltXLOsjkqPnaZyF9cur893k4SYdjlbAK5pGk7n+HWkNpuNVCqVq12Mc//997Nq1apxj915553ccccdbNiwgQcffJANGzawcePG0z6XKw6rhXetbMjpNoUQM4uiKFy5pDbfzRBixqjw2PnAupZ8N2PWODIjIiaBvSgyyxq9LGv05rsZQuRNzgJ70zTZsGEDDocj81g8HudTn/rUuFr2U1XHfnBwkE2bNvHMM88AcOutt/KZz3yG/fv34/V6T/rcggULpqQ9QgghhBCFRrLiCyFEccpZYH/77bef8NhHP/rRXG3+BB//+McxTZPzzjuPb33rW3R1ddHQ0IDVmv6RFEWhtbWVzs5OysrKTvrcRIF9IpEgkTiavCcYDE7ZzyGEEEIIMV2cUsdeCCGKUs4C++msX//iiy/S2tpKKpXiH/7hH7j99tv5xje+kbPt33333Xzta1/L2faEEEIIIQqBrLEXQojilLPkedOptbUVSK/h/9znPsdLL71ES0sLfX19aFq6zJRpmnR2dtLa2nrK5ybypS99iUAgkLl1dXVNzw8mhBBCCDGFjpa7k6n4QghRTHIe2EciEb785S9z0UUXsWDBAubNmzfulovtj46OZu7/+te/ZvXq1dTW1rJmzRp+8YtfAPDQQw/R3NzMggULTvncRBwOB16vd9xNCCGEEGKmc46Vu9MNk5Quwb0QQhSLnE3FP+ITn/gEL7zwAh/72MdoaGhAOaamZC4MDAxw6623ous6pmkyb9487rvvPgDuueceNmzYwF133YXX6x23POBUzwkhhBBCzAYO29ExnXhKx2aZkZM3hRBCHCfngf1TTz3F7373Oy6++OJcbxqAefPmsWXLlgmfW7x4Ma+99lrWzwkhhBBCzAYOq4qigGmmS96VOm35bpIQQogcyPll2oqKCiorK3O9WSGEEEIIcZYURclMx5eSd0IIUTxyHth/4xvf4Ctf+QrRaDTXmxZCCCGEEGdJMuMLIUTxyflU/H/+53/mwIED1NXVMWfOHGy28VO83nrrrVzvUgghhBBCTFI6M36KuIzYCyFE0ch5YH/zzTfnepNCCCGEECJHjpa8kxF7IYQoFjkP7L/61a/mepNCCCGEECJHHFaZii+EEMVmSmqcjI6O8pOf/IQvfelL+Hw+ID0Fv6enZyp2J4QQQgghJikzYi9T8YUQomjkfMR+27ZtXH311ZSVldHR0cEnP/lJKisrefjhh+ns7MzUnBdCCCGEENPPlQnsZcReCCGKRc5H7D//+c+zYcMG2tvbcTqdmcdvuOEGXnzxxVzvbkY5OBTm12928tDmbvyRZL6bI4SYAqZp8sr+YX7x+mGe2z2ApsuImChcmzp8/PKNwzy1vY+ErLeeNY5kxY9JYC+KSPtAiF+90ckjW7oJxFL5bo4Q0y7ngf3GjRu58847T3i8qamJ/v7+XO9uxogmNX63rY/+QJxOX5Qnd/Tlu0lCiCmwuy/Em4d8DIUSbOsOsPmwP99NEmJCh0civNQ+zGAwwZ7+EK/uH8l3k8Q0OTIVPyGBvSgSwXiKp3b0MxCM0zEc5emdszfmELNXzgN7h8NBMBg84fF9+/ZRU1OT693NGLGkjmaYmfuhuJbH1gghpkoonjruvvyvi8J0/LEZjMsI12wha+xFsYkmdHTpZ4tZLueB/U033cTXv/51Uql0B0FRFDo7O/niF7/IrbfemuvdzRiVHjtzqt2Z+6tayvPXGCHElFlS78VtT3ea7VaV5U3ePLdIiInNq/FQ5rIBYFEVVjaX57dBYtocmYova+xFsagpddBU4crcl362mI1ynjzvn//5n3nf+95HbW0tsViMyy+/nP7+fi688EK++c1v5np3M4aiKLzn3Ca6/FEcVgv1Zc7Tv0kIMeOUuW187MI2BoIJqkrseJ22fDdJiAm57VY+cn4rfYE45S4bFR57vpskponDKnXsRXGxqAq3rmmm2x/FZbNQ65V+tph9ch7Yl5WV8eyzz/Lyyy+zbds2wuEwa9as4eqrr871rmYcVVVoq/LkuxlCiCnmtluZW53z06sQOee0WZhbLZ9Ls43LLlPxRfGxSD9bzHJT1vO85JJLuOSSS6Zq83nliyTZ2OHDZlE4f24VHod04IUQR+3qDXJ4JEJdmZPVLeUoipLvJglRFAKxFG8e8gFw/rxKmRFzhpxjI/aSFV8IIQpHIJrizQ4fCunPuNIsP+OmJCJ97rnn+N73vsfu3bsBWLp0KZ/73OeKYtRe0w0e2NRF+0CIuGawpy/EX1y5IN/NEmJWSWoGGzt8RJM6K5vLqCugKXcHh8KZbLx7+kNYFIVzZa2fmAaabrCxw08onmJ5UxlN5a7Tv2kGMU2Th9/qZjSazuHT44+y4eK5eW7VzFTiTHf/wpJgTBSRwVCcrV0BXDYL6+dWZJacCDETGIbJg291Exwr1dgXiPGxC+dktY2cJ8/74Q9/yPXXX09paSl/9Vd/xV/91V/h9Xq54YYb+MEPfpDr3U27aEpnd1+QLn+MoVCCl/cP45Oa9EJMq+d2D/DmIR87egI8uLmbSKJwOqdDocS4+4PH3RdiqrzYPsTrB0fY2Rvkkbe6CUSLK8t9UjcyQT2AP5oipctU8jPhHQvspRKCKBaxpM5Dm3vY0RNgY4ePZ3cN5LtJQmQloRmZoB5gOJwcV+lhMnI+Yn/XXXfxve99j8985jOZxz772c9y8cUXc9ddd/HpT38617ucViV2K+ox02rLXDaGwwkqJemQENNmIBjPfJ/UDHyRZMEsiZlT7eGNQz50w0RR0pnHhZgO/YGjF5FSuslwJEGZu3imqjusFloq3XT5ogC0VrqxWXI+PjErHJneKSXBRLEYjSXHVXnoD8RP8WohCo/LbqGp3EXPaAyAOdVuLGp2Szlz3hMeHR3l+uuvP+Hxa6+9li9+8Yu53t20U1WFW9c28/jbvagqNFe4aZAM90JMqznVHvydowCUOq3UlDry26Bj1HmdfGh9C13+GHVeB80V7tO/SYgcmFPtzlz0ctst1BfQEpVcec+qRnb3BQFY1iClJM+U1zU2Yh+TEXtRHCo9drwuW+aYlovqYia6ZU0Tu3qDqIrC0obSrN+f88D+pptu4pFHHuFv/uZvxj3+2GOPceONN+Z6d3lx8YJqakodBGIpFtSUZJ3YQAhxdi5fVENNqYNoUmdJfSlOW2Gto6v1OqXUjph2F82vptJjJxTXWFRbWjCzWHLJZlFZ2Vye72bMeF4ZsRdFxmG18MH1LezpC+K0WVjeKBf+xMxjs6hnlZcp55/6y5Yt45vf/CbPP/88F154IQCvv/46r7zyCl/4whf4t3/7t8xrP/vZz+Z699NmUV32V1GEELmhKArLG8vy3QwhCs6SeunMitMrlTX2ogiVOKysm1OZ72YIkTc5D+x/+tOfUlFRwa5du9i1a1fm8fLycn76059m7iuKMqMDeyGEEEKImejIiH00qaPpBlbJVSCEEDNezgP7Q4cOATA8PAxAdXV1rndRcHTDpGMkgt2i0lIp62mFmO1C8RT9gTjVJQ4qJLGmOEOxpE7PaJQyl72g8kiIme9IuTtIT8eX85QoBind4PBINJOETIjZJqeB/ejoKH//93/P/fffj9/vB6CiooIPfehD/OM//iPl5eW53F1BMIx0Xd1ufzqD4XlzK7l4QfFfzBBCTMwfSfI/G7uIp3SsqsIta5okgZ7IWiSh8es3OwnFNVRF4V0r61lQK0vARG7YLCpuu4VoUpfAXhQF3TB5aHM3fWPZ8C9eUM15c2VavphdchbY+3w+LrzwQnp6erjttttYunQpALt27eJnP/sZzz33HK+++ioVFRW52mXeJDSdLZ2jhOIp5lZ76PbHiCU1wgmNNw75xgX2Kd3gwFAYm0VlTqWb3kAch1WVxFpCFKl9AyGGw3EGg+kymHv6QgUV2IdjSX6zuQeHVeVD65uxWAor8eBst38wzJ6+IBZVySQ2S2g6z+8dor7MRUmeEuLphsn+wTAWVWF+jQdFya4Ez7F6R2OMRlO0VbmLMsHfTFHqtBJN6rLOXhSFoVCCbn8UfzSFVVXY3hOQwF7MOLGkzo9e3I9VVfnkJfOw27Pro+XsE/XrX/86drudAwcOUFdXd8Jz1157LV//+tf53ve+l6td5oWmG/zkpUO83D6MYZo0lrvw2C0cGApjmDAcTtAfiFNf5sQwTB55q4ee0RimaRLXDFxj2bsncyUxmtR4u3MUVVVY1VJecJm/hRAnCidS/H5HP/GUjs2iFtQoq67r/Nl9m+nxp+uAv3pghB/ctibPrRKQTmL24KZuHns7fdHFJF2nvbrEwY7eAFUeB0m9g/evbZn2afmmafLY2z0cHkkfN0sbvFy/ov6MtrWzN8CzuwYwzXSiq4+c3yrBfZ6UOm0MBBMS2Iui4LCmg/mBYAJVAYdN8kaImee9P3yF7rE+2jO7BnjsM5dk9f6cHfWPPvoo3/3ud08I6gHq6+v5p3/6Jx555JFc7S5vhsNJ2gdCGKYJwEg4gctuweOwUuG2M7e6hPbBEJDuqPWMpqfox1I6O3oCme281ek/5X4Mw+TBzd28ccjHawdGeHxr7xT9REKIXNrWHSShGeiGSUo32N4zmu8mZewfimSCeqCg2jabJTWD32zs4tld/QyHE/giSVRFwW5RMUyTSred1ko3iZTBzt7A6TeYY5GkngnqAfb2hzDHPgOztacvxJG3hhMaXcccj2J6lbnSCfRGoxLYi5kvENMIxzWSmkFSMxgMJvLdJCGy0jEczgT1AIeGI4SzLEmas8vkfX19LF++/KTPr1ixgv7+/lztLm9KndZ00pkAGKaJCcyrKcFtP/qrrHCn16q57BYcNpVEyhhbz2YlltRQVeW0Iy6xlM6h4QhdvigK6dF70zTPavqjEMUiFE/x5PY+gjGNSxdWs6ShcEp8qSo4rCoOa/q6qaWA/mfry5w4rCrRpA5ApayrzRvTNNnc6WdHTxBVMRkKJcZKkCkkNAOAVa3lLKn38sc9g4BJOJFC088soD4bTuvR9dgA5W7bGX8WVXrsdPrSHRdFgXKXHIP5UlOS7ocMhSQAEjOfZhjopommG1jUo+dRIWaKuhInNquFRCr9Weu2q5Q4rQSTk99GzgL76upqOjo6aG5unvD5Q4cOUVk589e6eBxW7rh0Hr98o5MtnX4q3XaGQ3HmVLkZjiRZXFfK8sZ0kOGwWrhldRNvHvJhs6h4nTbeODSC1aKeNsGeTVXo8kUzayz7AnEJ6oUYc99rh3mpfQjTTM9+ueuWFVR4CiNr+C2rmtjc4WcwlKDcZePD57fmu0kZZS47N6xo4KEt3VhVlQ+fVzhtm02GQnEe2tzD83sHQYG51R6CMY1FdV5SenqmxzXL6rl5dRM2VcUXTfL0jn4iSY2t3aOUOK1cMK9q2tprtajcsrqJ1w6OYFEVLjmLBLFHPvv80SRLG7zUl0m+mXyp9UpgL4qH12UlGNMYjaewAJzhrCIh8sXltPLe1U08/FY3igK3ndeSXPq9hwAAfnRJREFU9TZyFthfd911/P3f/z3PPvssdvv4K/CJRIIvf/nLXH/99bnaXV61Vnm4aH4VKd2gxGElGNd4sX2I1koPu/qCrGgqy4yENZS5eM+qJvyRJHv7Q6xsLgdgV2+QSxfWnHQfmmmyqK6U/kAcRYHGcpeM2AsxZldvIPOZ7YskOTgcYW2BBPatVR6+cfMKDo9EqS9zsqiucNbYh+IpDg5HqPe6UBR4u2uUj5zflu9mzSo7egI8vKWbtztH8UeT1JQ46A/EWd1azprWSi5fXMOqlnJsx9QVn1/jwW23UFvqQFEUNnX4pjWwB6j1OnnPqqaz3o7dqnLlktoctEicrSMj9oOheJ5bIsTZ6xtNoBsmNlVBURR8kSyGOYUoAPGUjsdh5b1rxgbJFRXdyO4CVU6T561bt46FCxfy6U9/miVLlmCaJrt37+aHP/whiUSCn//857naXV693TXKH3YPsm8gRIXbjsOqZALuWFJnV2+QSxaOH9GwWVVURcmszT9dIjy33cqKprJM525Va7kE9UKMmVvtYTic/tAucVhpriiserVtVR7aqjz5bsYJkprB/qEwkUR6JpAhIxrT7q1OPxZFwaoqKCgkdQOvqnDBvIkTqm7vDvD0zn529wXxOm0sri/FbbfloeWi2BwZsR+UEXtRBGwWFVVVMv1rVZXkeWJmsVlUuvxResZKqM+t9mBRs4v9chbYNzc389prr/EXf/EXfOlLX8ok1lEUhWuuuYb/+I//oKUl+ykFhWhTh49Kj43Gcie+SJI5VV6sFgXTNGkfDBNJpmipcNFWfbRjX+KwcvWyWl47MILdqnLtstNnFD5vTgXDoQQWFda0zvwygULkyv938Vw8TivBqMY7ltZS5y2swH5b9yiHhiM0lLlYP6eioC7KOSwqw0kdVVGk0sY0eG73AE9u76Op3MWn37EAt92K225lTrUHu1XlnKZybjq3gaWNZRO+f2OHD4uqsLCulC5fFI/Dyo0rG6b5pxDFqLY0vQxCkoyJYtBU4WJhrYdt3aPYLZazWjIkRD6kdINShxXDNFEUcNst+RuxB5g7dy5PPfUUfr+f9vZ2ABYsWFAUa+uPldQMXjkwgt2isK61gj+7dB6bD/v5yUuH2N4zigL8ac8Q999xIdXHJMlb3ljG/GoPVlXFaj31lUTdMHlkSy/hsZG1x9/u4WMXzpnCn0qImaOqxMEnL55H0jDGJa4sBPsHwzy3exCAg0MRrBalYC7MOW0qfcE4o7EUCjAYLO4puOG4xlM7+lAVeNc5DTin8ViJJFJ89ldbeOXACKqSzkDuiyT5m+uX8IddA1SX2Ln9ojksP0lAf4TbbiEQS1HhtlPlcfCh9a0MRxJ0HfYxr7qECo8d0zTZ0x8iltJZXFcq5eOmyP7BMIFYkvk1JZS7Z37Sv6axmU6dvqgs9RMznqYb7O4LMRrVUBWNrV2nrj4lRKGxWVR6R6N0+9OJ06tLHPkbsT9WRUUF55133lRsOu8iCY3HtvbQ449hGCaRhM7nr1vCVUvr+OrjO9B0ExOTvtEYv9vWw+0Xz8u896cvHeTZ3QPYLCqfuGQuly8++TrDeErPBPUAI5GkfPAKMebNQyP84E8HiKd0LlpQxV9dtSjfTcoYCScYDicYjSYpcdoYCRfOOr9Dw2EC0SSmCSbQG4jlu0lT6mtP7MxkYH+rc5Rv3nLOlO8zqel8/7l2fvX6YYJxDcMEq6oQSersGQhR5rJx69qJk8xO5Nrl9Ty7q59YUmf93EoODod5fu8QAG8c8nHb+W1s6fSzpXMUgLc7R/noBW3YT3PxWGRn82E/L+5L/97fPOTnoxe0Uuqc2Usi2qrcqEq67OBQKEGtVxIZipnr9YMjDIcTaIaBgsKWrtF8N0mIrKR0g9cO+ogk0lnxI/uHsx6xl0/+LO3oDeAfC7Ih3VHe0RMgGk0RSegkdSOd1dgwsVmPTnPt8kd5ZtcAKc0gltT5+euHT7kft91CS6U7c39hbakE9WLaxZI6Kb3wSsb84vVOQvEU8ZTOq/tH2NEz/bW9T0ZVFDZ2+NjWHWBzh4+4ll0N0qmk6ybGWFBvAkbh/WlzxhdO0umLYpgmhmmyfzBMcgrLH8XjcX760gHuuG8Tv3j9MJGkzpHKdIZpYpom82s8GMd9SGu6kcl5MJFKj50Prm9lw8VzWd5YxsGhSOa5RMqgdzTGgWMeC8RSDIenZmp1+mK2dsLPkKvtmqfI+XCq56bDwaFw5vt4Sqd3dObPdnFYj/Yzjj2GhJiJbBaFpGagGZAyTOKanu8mCZGVw8MRYsmjx204rhHNVx372WJ+dQnxlEEkOdZBTMHfP7KdfQMhYqn0YypQ4rCwsHZ88qwuX5SRSAJVUVhYW3LK/SiKws2rGtk7EMKiKiyqLZzM2mJ2eG73ANu6A9gsCjec08C8mlMfs9Op0xdhZ08QwzQpcRbWaax9MIRVTefcsKgKBwej+W5SRmuVh2NjsixneM0oXqeVSELjsC89pW1BTcmUjWJ//bFt/PdrXZn7douCpptYxn6/HoeVFY2lVHsc3PdaB7eubabUaePwSIQnt/cRTxnMrfZw07mNqKf5o9R6HZlZCKqiUFVip7bUQTCWAsBhUyl3534kOZzQeGhzN75IkuoSO+9b24LLfvY5GkLxFA9t7sYfTVFd6uB9a5rHbTeW1Hl8aw99gThzqjy8a2XDuIoB06XW66R7LKGRRU3/3ovBgpoSDo9E2dUX5ML501tp4f9v777jo6jWBo7/Zks2vZLeCSS00EEQFBARK2AvXCVWLNh9LVe9iF7btXsvNryC2AVsFwVRBKUpvYcSSIWQkF43ye7O+8eSJZsESCDJpDzfzyeanZ2deXZymJkz55znCNGSPEwGx8NUsD+AE6IjCfQyORpfwP5/Nxc9Fc2o27evO+IO4fjNWq3tWcXUbUuwYW+BqJ1X22pTMVdZyS42H1vP3np0Kga97pTjL4VoDbmlZrZn2VvBa6wqq/bntauKfXJ2CTXHaqjFlRayCivoF94+/q1UVFtIyS2jxmqv2Oe3Uuvp6diQVuB0rjJbOm9W/CqrDaNewctkAAUUnYK1hXufrN17hBvmbmqwvNqqYlBAAfqGe3PP2B7szC4F7PO3r03JI7+8ht/35VJlsdEn1JvUvHIO5pXR4xQPcc+O64ZRr6OoopqEEG+CvFy5oG8wvu5GKqqtDIz0bZW8E1szihzTR+WVVbM1s6hFKoJbMooorLA/lMgrrWJ7VhFn1ZnKb2N6gaN1PDWvnB2HijXJWTG6RzdMBh1FFTX0DvWim2f7mF7zTA2J8WP5nlzWp+Zz6+hYrcMR4rR9vd65J6zU60VHY662OtcnVahpZkGWin0zVVtVKuod5MZujUvNVjamFVBYUcOalDz+SjnqtF5FjY0PVx1k0sAwR2ba+mw2lfSCCvSKQlSAe6PrCNEa9PWGfZyqFbGtVdWrkH69Pp0L+7WPTOG/7M6l+lizgcWm8vveXI0jOi6vpHOPqa9LRcVkNBDpb2/9NbRgGTZXW7nkzRUcKDjxQ5vB0b7EB3szNMYffy8TZJdSUlnDvpxStmQU4e/hgoJCZbWV7OJKovw90DVhuJVepzSYw95k0HNOz8Az/l4nU//wNTehz4nU307915Z63f6bO96wpTR23DuD2u+09kA+5hqrzJQhOqz1qQVahyDEGSksb3hPYbE1r2IvY+ybKcjLhEsTugGqwJ7sEtak5KGqUNXIWJ9DhZWs3p93wm38uCOb77YcYtHmLJYn55xJ2EI0S4CniRHdA9DrFDxMes7rdeJEj+1BiE/7me5uf26p0+uc0vYzFldv6Do37Z4mI1cMDkOvU9DrFK4dHom+BbpwL9iQwcgXlp20Ut87xJORcYEEeJoI9DKRGO5LlL87afnluBr1BHi4kF1sJtDLBVejHgWFvmHexHZzHr5lrrHy864jfL0h87TySFhtKiv35vLVhgz+Opjf7M/XNTjaj3BfNxQFIvzcGBDZMj1khkT7EebriqJApL87/SN8G7zv42YfWmA/lu2jZ05nMSDClzAfV0rNFn7cnq11OEKcNpNRqjSiY6tuJPFRc9OrSYt9Mx0trSLY243yo2XUHn4XvYLFpjqNXdXrYGisP/tz7Alp4kO92ZzlfMO/N6eUXqHeje6notrChrQCDhwtQ4d9fON5vYLOOIFeeZWFtQfyqbHaGBrjd8LeAkKMjAtgRHf/dpm00ddVT5H5+MOyywc3Pct4a3M36qjbblB/6I6WvLvYNGjXDI3i0sQwFAXczrB7+so9uTz13Xayik4+tOLcnt2I9HMn1MeVmG4eDIvxR69TuHJIBOVVNeSX12Cx2SitsmAy6rmgbzCXDwzHvZG/zR/7jrL7cAlgn8Ggm6eJEJ+mn7M3pR/Pln+4yIyvuwsJIaeXr8XVqOeaYZEtPjuLq1HPtcOiTrhdb1cj086OoaLagoeLod31Huro9DqFqSOieeXnvby2bC8T+gbj3cGz/Yuu6dz4QNL+zNI6DCFOm0cjeWt06GjOIMKudZfXAsqrLFTVWOyDJ49V5Kutzl0D3fTQM8SLqhqV1fuPkldeTah3w/F4+3JKCfWxL7cdy+DpZtSjKAoKsDmjkMJjYxrNFluL3EzNX5fGz7uOYLGqDI7y46lL+8i0SM1QXFnDr7tzKKuyMCjKt0HrUmfTHiv1AIpOB9gr9noFDhe1ny7mfUK9ySo66ngd5dd+Hp41p1LYGew9Usr/th1Gp4PJA8OJO408Ect2HeaOT7accr2zIj2ICfIjxNfee+S8XkENpg8bmxDM/7YfBguc0zOQnGIzRRXVrDuYT2peOTVWlXPjuzlyqxQfS4gHoKr21835G9b9fGOvT2R9agEb0grwcNFzcf9QpwfArXVOONl29TqlVaeWKyyvZvGObEoqa0gM9+Hc+NYd1tDe3Do6li/WZ5BVWMk9n21mzk1DpUu+6HBCpKFKdHA6XcP6WHMzA0mNrpmMBh155dWcaJifh1GHDYWCihrmrDpIlcXGkeJK/kwtbLCuj6uBZbtyKDXX8O7vKfzfgm28tmwf5horldVWrFaVimor5morFqsNWwvMTfX5XxnsPFTMniMl/LDtMDnF7Sdjd0uqttj4fush3l15gMXbD2NpRtKstLxytmcVNToF1W97csgoqKCgvJrf9uS22rRS7YXWU0ydSN0KilWF7HZUsd9Rr8t0akH7ie33fV1nSE+N1ca7K1PYkFbAXwcLeG/lgWaV5/UpR4h5/MeTVuqNwOTEIJKfvZCXrx2Gt7uRnBIzcYEejc4JHhXgzl1j4riwXzC/JuewKaOQTelFzFuTRmFFNeYaK7/uznVkc+4X7uPohufjZiTKv3m5VnqHejlyC7ga9aecjQUgr6yKNSl5VFtsFFbUsDy5/eSIaC1/7D9KXmkV1RYbm9ILySzonNfFE3E16nl36hBcjTpW7c/j1o83UGpu+BDIXGNt1rVUiLa0Yk/nP1eJzu1IUcNpR22W6mZtQ1rsm6mwvJqqk8yFXH5syrvcYjMVrlYKKk7cQpJfXk1RZTVLd2bzwe8HqayxYtQfxWKzYrHYOHC0NrM2ZBVWcqjI7DS3fXMVV9RwpMRM7XW51FxDRkElkQHHb/bS8sqpqLbSPdCjQz+xX5+Wz887j1BqtuDtZiDI08TwJiQ+2phWwK/JOVRbbIT6uHHjyGin41Bedbz7t6pCRZUV2k+y+Bb1x75clu3OwdNk4MaRMYT7tp9x7PUfrK3an8ud43pqE0w9R0qcT8LNnIK0VWXmn3o2js6istrK4aJKiipq7FnxAYu1aRX7mMd/bNJ6PUO9CPP35K3l++gb5oNJr8PFw4WsokqKK2rwaWTaOZ1OYXtWsSOW8ioL1VYbtc8cbKrqSBjXO9SbAA8XSsw1RPi5n/CcvCWjkLUH8jHqFS7qF+q4TkT4ufO3EdHklVUR4uPapFbvmnoVt/qvO6Pqetf06i7wnetLjPDho6Rh3P7xRtak5HPx26u4bXR33Fz07MgqZn1qgWP63cFRvlw2IIzL+ofh59E5pv0THd+2QyVahyDEGWnsoXJepYVubk1vh5eKfTOVmGtO2FpfV7WNk1bqAUrNFpIPl7IprZDiY3f/1VYrCzdlYa6y1MmsbZ8i6dN1qXQP8iK7yExplYXxvYMY2T2gSV0jC8qr+WJ9BjV1bmytKniajt8oLtt1hK83ZlJjtdE71JuHL0jQZL7glvDXwTx+2nnE8bpPmE+TKva/Jucw54+DWFUI9zExNiGQnsHHx6QOifZj2a4cbKpKuK8bYb6ds+vXkZJK/rk4mUNFleh1CkeKKnnz+sFah3VCKUfazwW9ffZxsNt88MTJOjsbD5OB/PJqDhVWAPYEesZTDDtqaoW+VmpeOeYaK908Tew+XIKbi55eId5U1djYl1vKkCg/pzHhe46UsHBjJpszirCpKgadDgWIDfAgo6CCUB9XzukZiGed8fZB3q6Ntv7XKquy8Pu+o6gqVFtg2e4cp2nL/DxcmlX5CvF2JSHEi71HSjHoFM6O69asY9IRjegewA/bDlNtsREd4E5MgMepP9QJnR3Xjc9vH8E9n28ms6CSmT/sarCO1aayIa2QDWmFPLd4N3GBnniaDHi7GQnwcCHUx5UQHzcCvUwogFVVUVUVq+3471UWG2VmC+VVFlyNerxcDXi6GvByNdp/NxkcszDUPvByzOus2me8UFXn3wF0iv3fuU6xP0BTaL/Dydqrur2a6h5z6i2t/3dxXqY2XFZnRbXeNpz3f5Jt1FlvQIRPg79tddd7Hic6mfKahi1Bze2s3aUq9vv372fatGnk5eXh4+PDvHnz6Nu3b7O2kdWCXfSsKhzIa9jtIq+s4QMBiw0+XJXGiDh/sovNFJRX8+OObC5NDOXJS3qjKAr/25rFB3+k4mHS888piWxKy+exb+0X5lGxfgzt3vAGbdW+HAZE+QOweHs2pcceMGzJKGJ/Til9wk6dgbii2sK+nDLcXfTEB59eYqaW9u6Kg06v3/5lL/eM63HKz733+/HPHSqu4uM1B/jnFQMdy3qHehPq40p5tZUQb9dmT/lktan8tieXw0WVRPq7MTY+SJNkUFsyC/nirwwU4KaRMfStl2l6c2oh+3PLHBfSX9p5d9ycCrmiN0VqSXt+7NCySs01HDhae35VSc4ubdAyW6u5FfpalTU2DuZVcDCvAqMOTEY9ReXV5JZV8dHqA1hVhYRgT246O4Zzewby2s972ZdTRkllNWVVVgx6e6u6W5k9U35VjY3f9+XyzeYshkT7Ex/swQ/bsrGpMGlAKCOPVbJLzDX8siuH8moLPQO9UFWw2GwcPFqOxabSO8SLMF83bKpKTIBHg3PMyRLgKYrChD7BVFZbKKyo4VBRJXGBHqdVQUrJLWPdwXxc9Arn9Qom0Ovkc7/nl1WxPDmXKouVEd0DnB6qtqZIf3duOycWc7UNbzfDKb9rYXk1vybnYK6xMjw24LQTEp6OQ0WV/L73KCoqY+IDifBr2alwB0T6suT+c/jsrwzWHsjHZlOJD/ZieKwfg6P8qLLYWLY7h2+3ZLHzUAl7jpSeeqNCtLCU5y/C0J4y0wrRAv7ad7jBsjKzSlAznjV3qYr99OnTueOOO0hKSmLhwoUkJSWxYcOGZm0j46h2LYNWIDm7hFKzFatqH3//255czusVRKSvGw8v2OHoQnjDh3+SW3q8S/Ca1EKCG0ng90dKHjPOt/9ed55nnaI0KaletcXGVxsy7d1dgZwYc6vPp9wU9aY5p+o0631frD/kVLGvXwFIe+mSZm1vS0ahY9qqgvJq/D1MDIz0bXZceWVVrNiTi8WmcnZcANHNaGGqsdiY9cNuMgsqUBQ4mFfOgjvPdlpna2a+09Px8urmzaMphNZumfNLg2V/Je8i1s/PadnpVurrq7GBtcrKX2nO+VS2ZBaz5attdfOtOn1mf245GfkVx7rgH1/nu62HMejAzahHBX7YeojeoV6c0zOQvTn2ypSnycC7Kw9QWlmNVbWPw4/0c+f5H3dTbbVRWW3D38OFBybEO6as3HmomJV7c1EUhYl9g+kRdLxSWm2xsWRnNr/sziEtr5wgb5N9Wj5PE33CGp/Bpf5ns4vNRPu7c07PQJbsyObA0TL25ZQyb00aVw6J4KohEfi6N96DYMnOIxwtrXL8HubrhkcjswXsPFTMugP5uBh0XNA3mFAfNyxWG0t2HiGjoIJwXzcuSgzBdJLpHbdlFrHjUDHebkZGdvc/ljOlmoRgLyL83NiUUYi7i57zegU7pturtXTXEY4U26exXLrzCGG+Jx7mUFRRzcwfdrEvp5TYbh48cVHv0x5Sp6oq/9t2mMpj5+Mfth3mznPjWvzhsJerkTvHxHHnmLhG3791dCy3jo7l4NEyDhVVUmq2UFJZQ15ZFdnFZo4Um8krr0YBdIo9+aGiKOgVBZ0OjHodXq5GPFz0mGuslJot9m2Yayirsrfk1/47qPvNah+42Fvi7b/plOPTQdlUjvUOsM9SZGunOWLau0aPuXKK952WNVyzdlnj64HCifcjvS5EV/FLSsPG4/8sXsvr085p8ja6TMU+NzeXjRs3smzZMgCuvPJKZsyYQUpKCj16OLfkVlVVUVV1PClaScnxyvx7azLbJuATsKnHa6iqqmLQK+SWmtmcXuA0LvBoacNkC7/vO9pg2UV9gh2/33BWFB+vTaPaamNotB/du5168PjRsipHpR7sLTTtoWLfUk5VnY15/MdmVe7rV5AbS9DXFD9uz6bg2IwJi7dnc+vo2CbnRCiqrObg0TJHl7v9uWUNWjJXShIa0cFtbmRK7hs/y2D1jOMV++4tVKmvdbLnhyerYlSdYOy/xWY/Z6gqGPUK+3PLKa60EOZrn3f8aGkV+WVVKIo9f0BZVQ25pWbKq6xUWqzoAKtq47+rDjIsxg8Xg47lybnHKjwqP+/KcarYb84o5EBuGSm5ZZSaa7CpKtUWG2VVp86mvzG9gIPHekjsOVKKh0lPfnk1aXnlFFfWoFMUNqUXEuhlYvLA8Ea3UVF9/HxotamYa6wNKvZlVZbj36EKft55hKRRsWzLKiYl155DIjWvnE3phSccRnCk2Mxvx85xR0ur2HmoGLdj58+N6QX8vs+K/7HhC8t2HeHqoZFOn6973rapKpXV1hNW7N9ZeYCNaYWAyrbMIub8cZBnp/RrdN1TsdpUR6UeoKrGhsWm4qLRFIDdAz3pfhozTQghhGiaXw81b/2OOYD6NGRmZhIaGorBYL9JUBSFqKgoMjIyGqz74osv4uPj4/iJjIxssI5WogM8CfVxxWTQ4WrUE+nnxtlx3Yj2d05s1siMCYzt4Ue49/GWEhcFrh3e3fF6aIw/z03pxzOT+nLr6O5NagXwdTM6tex38zx5V8u2Mj7eeTz9Zf1O72HDyO6nHorQHH3DvB0VcHcXPX1CT94KdiJldW4sqy22kyZ0rM+o1+FeZ65M90YeCEQGtGz3TiHao/YwgKMpVTIVe48qnaJisdoI9nZ1dL9XjiUG1B9rwVQBvV5xXNx1iuKooNeOSa5ls6lOY2qrLTZsquqYdtWm2q+VTcmmX/8cZNTrCPdzdeSk8XQ1YLWpJxwOAfYcJrW6B3o4Ktd11RyLsf5+62+35iSJEsvqPVCtW1Gvsdqw1BnUWH9dgMF14owOcD/pdc8+Ze3xWIoqm5fhuC6DXsfAKF/H6/4RPjJdrRBCCAe5IjTiiSeeoLi42PGTmXm8lf6vx8a0+v5D3JUT3uy9ce0gLk4MZdKAMP5xaV9evXogQd6uXDYokt7BHhgUMOrgxrOiCXR3/vO+NvUslj44hrvPjeXGEZH88shY3F2dW0N83V0I9XFrctc+D5OByweF0yvEi0FRvkyo0wNAS3OSzuLaIeHE+Lnyt7MieHvqsCZ97ulLEhy/exrhiztGn3T9F66JalZc3TxNTDs7mquGRHDTyJjTzig8qE73/R5Bnni7Nr3zja+7C5MGhBHu506EnztXD41ocHP41nVDnF5Ht6O52Buz8PoYrUPoEJo7dKQja+y71l/29pWJLbY/fzeFHt1OPXOEAph04Oumx8tVRzcvI14mPZ4uugYXZBe9Qqi3K/7uRnzdXQjwMJEY7kOojxsT+gRx44hoAjxcMOgUTC4Ghsb4MTIugAv6BNu7sbsYCPKyJ+QL8DThatRzdlw3FMVe4R+bEOTUzXVApC++7i6E+7kR5e/GkCg/pp4VhZ/HqR/YDozwdST983EzkhjhS9LIGC7uH0KPIE/83F2I6ebOiJMkMR0S7c/fRkRzzbBILusf1mgXXD8PF8ewAEXB0SrfP8IH32OzEHi5Gk46xCnS341unvZzr05RuKR/qOOBa2w3TxIjjj/QbWw7g6P8uHFkNFcPjWDKwPCTXi8v7R+K97HWfDejnmuHnVlDwbiEIK4fHsX1w6MY37t9XG+FaA+u8dU6AiHOTFPuW05FUdvrRNVNdN999/HDDz+Qnp7Oli1bGDhwYKPrvfHGGzz88MPExsZy3nnnMXv2bKKioli9enWDrvj1FRYW4u/vz65du/D29ib9aDnXzvmz0XU9XKC8GtyAO87rzs7MAnbllBPqaqPcoiO9oIbaTv4jgH8+PIYaq4qXi47yaismo46KahveJj1phWVsSjnKVxszuHZ4LNeeFdvoPuvallGIt5uR2GPd4yxWe+uGy0nGGormmfjacoqrYN4V4fTq1UuzOI6WVFFjtRHq69rsMWg2m40dh4rR6xT6hfsC9l4tZ599Njt27MDX15eKKgufrEsl3NeVSwe2n14rtca9uJxKFd6dHM6gvtr9HRoz4oXljt///Pt4DSNpqKysjPPf/gtof7G1NFVVGfnib8Dx71q/nC/dmMkzy/Y1+KwLYNDZz+lRAR5YVPB2M6IoCr7uRnoEe1Fdo6LoVKL8PBke64/ZqrI7q4jVKbl4uhiptkGkv4kBUX6k5VWgQ8HX3QU3Fz3dPE1YbSo5pZVE+LpzuLiCiip7t/vcUjN+7ibC/VxRFB1+Hi5k5pcT5GXC39NEWZUVT5MevU4hr9RMal45oT7uuJsM+LgZMFts1FhsVFRbsaESWS/BWpXFigKNXhcsVhulVVbKqqpx0ekJ9mn6Q71qi5VSsxUfNwOGYzOq2GwqxZU11Fht+LgbTzruvTkKK2ow6hWnGQQsVpvj2BhOMaNLjcVGTqkZD5MRP3cj1RYrFdU2vI49JD1SbMbVqCfA88ync8sqrODA0XL6hHgReJIZDlpS/XIuRGfU4Hz+136eWW7vidvZr2+ic3r+heX879jvtWW4pKSEvn37UlBQgF+9PEH1dfiK/R9//EH37t0ZPXo03333XaMV+9TUVEaNGkVMTAy333473377LUFBQWzdupWNGzeech8bNmxg+PDhrRC9EEIIIYQQQghxYuvXr2fYsJP3QO7wyfPOPffcU66zcOFCJk2axIMPPkhSUhIZGRkUFxezbt26RtevnzwvKMieTTgzM5NLXl9HoYaPQgZF+pJZUIHZYsHNqGdYbADTx8RRVG7m5nmbHOMZXQwKqnp8nKFOga9uH8E/f0omt9Sezddk0PPJLWfh1wItEu1N/5k/O42fNSiw9ZmJp/zcA19uYddhe9Z6naLwylX96R95/OlYv5k/O62vB7bNOvV2W9qCjZnkltjLqJuLjhtHxmA8RQtVLZtN5ZM/0ygz25Mw+bobmDoihqysLPr27UtmZiYLtx3l9V9TnD63U4PveSL1/w7QfuKT2NqHYTN/prLesp2zJjqV89UHSnn0u52axHc6FMDNaM+RodfrqLZYKauywrF5wo0GHW5GHS4GHeYaKzbAx9VIQogn/7pqIEa9jk/WpVFeZf+3H+Bp5Lrh0Y7t7z5czNJdR1i87TAV1RZcDXoCvEy8fGV/Fm7KYk+2PRu/m4uOB86PJyHkeI6QHVlF/LEvz/F6XK9Aft2dy/rUfHJKzbgY9PQN9SYmwON4xnMFEiN82J5pP+fuySkh0NNEgIcJF6PCjSNi2JdTyqpj21VVlUqLlb3ZpfakcQYdF/YL4YrBEezPKWXZrhzH/sckdHP0RqqvoKyKrzZkOcbqZxSUk3PsfGpTVRKCvRyZ+2O6uXNJ/zD+2HeUHVn2OPcfLSHMxx0PFwNGg0K4rxtpefZsxnqdwvXDo/A5NizgvZUH+HbL8X1d1j+M+86Pb/ofvZ5P/0yjuMI+7t/LzcCNI6Ib7bFVt5yf/Vrj9zqnouPEeSgMOjAZdVRbVGw2FUWB+GAv+oR64+VmxNWgx2qzYbbY8HCx32qG+rhyxZAIrv9gHal59kSHOkXHv67uz+gezc+D89mfaRQdOxaernpuHBGjyfSxbW3hxkxHeXVz0fG3ETFdNtdC3XLu7X16OYuEaO9KSkqIjIw8ZQ9z6AQV+6bIyMggOjqahIQE1q1bx+7du7nwwgtJTGx8fOWLL77IrFmzGiz39vam2MVd08QEZsUFTCp6vQ2rTsFqcKNaMbH1SCnUic127Nqmq/MX3pVfQ4nNiMHV3hXSChRa9ER3xpOhyfnvZIMmnfQLqg0YXI9PHXeoXGF0nc/pTM5dWtUmbrelVeKCq4fREYPB5IG3e+NZmRt8ttqKRe9G7dc0Ax6eXo7v4e3tzer09AbftT1dNOvHBu0nPomtfagyNTxX939hFatnDADs3/vzLTsaPSbtmVUHVoMBo4sei2pBcbF331dU7E9wXfTUAKpRRa+AajRQoZpQXNxxcdFjNbhRm5KjAvDy8nJUDCuzzVgNrtgMbugVG4pBT7VioKjGQLnqgtHNftKwAmZMTmWnSleJq8fxJHtFVgNmxQXVxc1+zVEUrAZXCix6Qn2O5yLIr9I7PmfRV2MzuOLqYf+bKC7umKk+/r7NxuH8ChSTO0bs574ymwve3t5U5VY77b9KcT1h2c41l+Lifvw8n59jdny3KouVEpuRkGPbqsSIt7c3lRQ7tl+TV4NqdMP1WO6BIovOad9Wgyve3vbt5Zjt/+5qy+IRs+60/83VWG1UKa6Oc3cN4Orh2ejwhrrn8zMp4ye631EUqAb0JgVs9pSMlYoL1XpXMLrg6u5CZY0Vc1k1AR72v3eFYv/uRRYDetPx43+gyMbFzTwmVpuKuc6xsGA/Fk2dHaYjq6h3/Te6Nv3639nULeed9VomRC29/tTnt675iO8UTpY878oBrZ/1Xa+cOFNylL87LnodKAqeJiNBXiZiAz24eliY0zz0fh5Gp4RqRr3CZf3DnbKwB3q50iekc54IfV2dC3+IV9N6JQyLOd467+FiYPQppu7rFajNxbRn8PEpqkJ9XB3jQpvCzUVPVJ15lOOCPNHXa+V4/ALn+Yv1nb8RRHQyTUlC8+I1I9oqnBahV+xz13u6GjDoFHzcjRh1CgadvU5vMuhwM+rx8zDi7qJHp1Nwd9HTI9gLP3f7sgi/45XqnkFeTq29PQI98XMz2VubFQWDXiHEx0S/cB96h3o7rkvdvEz0CHbOlN8j0AvdsW0ZdAr9w32JC/LE02RAryi4uejx9zQxLMbf8Rl3Fz3DY/0dnwvyMuF3rKU80MuEv4cLPYM9He+7GvQMifLDw2Q/v/u6G+kdaj8Xdg/0dFwDdYpCj5Nk8g/zdXMam183oZ+Pq5Heda6L8cfOtfF1zrlhfm6OhHjdPF0YUCfBnrebkZA6eQlG9Qi0X7OxZ7Uf3ePEyQNPxajX0T3weIU4ppt7i+UsaMyJGr8VQK/TEXEsv4uigEGnI9LfnUg/N8fUf54mAz3rlJP4Y1MrDow6fp11ddFzSWJIs2PT6xTi6vyNo/zdu0SlHs7s+i+EaN+OFJtZnpzDgo2nN716hx9jXysmJuaEY+xfeeUVDhw4wHvvvQfATz/9xAsvvMDq1aubtO2SkhJ8fHwoLi7G29ubmBac+9jTpOesWD9yis1kFZkZE9+NixLDWLEnh+TDpew8XIINe9eK7bMmUmWxsWRHNjmlVfQJ82JotD8Bx6ba2ZVVzBPf7cDXzcicvw0E4NZPtlBitvDaVf3pGeKN1Wrlkz8zKDVb+NtZ0Z2yG36tMS8vJ6PQTFw3N3595Lwmf27BxkwOFVYwZVA4Md0a3hzW/v27ucHGmdpkGVdVlX05ZdRYbcQHezW7G57FamNvTik6RSE+2Au9TiErK4vIyEhHOV+4IZ1Zi/fgZdKz9u/nt9I3OX11/x22t2zvHSU2aH/xtaTGvmv9cv7Gsg289VvuGe3HXQ+jegYS5OPKjswiDuaVUl5tb03zMSmMiQ8ko6iKaosFVHulyGazUmVT8HU1EObjSlm1FaNOR2lVDen5FYT6mDi3ZxCZxZXklVZhVVUSw3w4KzYAs8VKUUUNwd6uFFdWszG9CE+THn8PE1H+7vi5G8ksrCC7yEyEvzsT+wbjarTf/Nf+29frFOKDvBp0Xc4tMXMgt5RNmUUYdTquGBxBoJeJGquNPw/kU1BRzYjuAQQ3kgQup8TMkWIz4X5udPM0UW2xsSWjkIyCcrxdjfQK9SY6wIPMggoKK6qJ6eaBt6uR3BIzR0rMhPq4UlRRQ5XFRs/g4y3RtduN8HPD192FnYeKSM+voGewF71Cjj+cOFpaRXZxJSHergSdIkldWZWFg0fL8HEzEh3gwV8H88kqrGBE924EeLqwP6cMNxe90wOCjPwKiiqriQ5w52hpFZXV9jhdjXpS88opM1voHuiBh8m5orVm/1E2phcwMMqPc3sGNjvZaV1Wm8reI/YhEQkhXg0eytaqX85Pdt9iAFxdFLxd9RRWWInwdWPK4AjS8ivwczOQXlhBcUU1vUK8KSivoqTKyvheQVw5JJKPVh8k+UgpQyL9GBYbQPdAD0rMNeSWVBHp746nycC+nFJcDDp6BnmiKAqqqvL+7wdIL6jgxhHR9Ak7vWllrTaVfTmljuETp0qY2Fmc6fW/M6lfzoXoqDILKvjnj7tZtjsHVbU/WN33z4sw6HUN6qEn0yUq9gcPHmT06NFs3ryZ4OBgJk+ezAUXXMCMGTOatO3mHFAhOiq5QIquQMq56AqknIuuQMq56Az+PJjPHfM3UmK25wzpHepNpJ8br14zAG9XY7PqoR2+/8706dP58ccfOXLkCBMnTsTLy4uUlBRuu+02Jk2axKRJk+jevTuzZs1i1KhRAIwdO5bp06drHLkQQgghhBBCiK5oW2YRSXPXY66xMSDSl1ev6u803Ka5OnzF/v333290+Ycffuj0+vbbb+f2229vi5CEEEIIIYQQQohG5ZSYufXjDZhrbJzTsxtzbhp6xrlCuu7AHCGEEEIIIYQQog2pqspji7aTV1ZNrxAv3v3bkBZJACoVeyGEEEIIIYQQog18vTGTlXuP4mLQ8e/rBznN1HImpGIvhBBCCCGEEEK0shJzDS8v3QvAIxfEn9GY+vravGKfmprK+PHjiY+P5+WXX27r3QshhBBCCCGEEG3unRUHKCivpnugBzePim3Rbbd5xf7OO++kqqqKu+66i9mzZ/PAAw+0dQhCCCGEEEIIIUSbOVxUyUdrUgH4+0W9Mepbtire5lnx161bx9q1a+nXrx9XXXUV55xzDhs3biQ+Pp5nnnmG999/n+zsbD766KO2Dk0IIYQQQgghhGhxH/xxkGqLjeGx/ozvHdTi22/zFntvb2+sVisAkZGRrFmzhgEDBlBUVITFYiErK4vU1NS2DksIIYQQQgghhGhx+WVVfLkhA4B7z+uBoigtvo82b7EfP34833zzDQMGDAAgPDyc2bNnO97/+OOP2zokIYQQQgghhBCiVcxbm4a5xkZiuA+je3RrlX20eYv9c88956jUCyGEEEIIIYQQnVVltZWP16YBcPfYuFZprQcNWuyjoqKIiopq690KIYQQQgghhBBt6odthygxW4jyd+eCviGtth9N57H/5JNPGDVqFGFhYaSnpwPw5ptv8v3332sZlhBCCCGEEKIDyS0xc8f8jcz63y6+23KI8iqL1iEJgaqqfPKnvZ57w1lR6HWt01oPGlbs3333XR566CEuvvhiioqKHAn1fH19efPNN7UKSwghhBBCCNHBZBRUsGx3DnPXpPHAV1sZ/fJvfL0hE1VVtQ5NdGHbsorZeagEF4OOa4ZGtuq+NKvY//vf/2bOnDk8+eST6PV6x/KhQ4eyY8cOrcISQgghhBBCdDARfu48O7kvt42OJcrfncKKGh5dtJ0nvtmB1SaVe6GNT4+11l+SGIq/h0ur7qvNx9jXSk1NZdCgQQ2Wm0wmysvLNYhICCGEEEII0RGF+Lhy08gYAB67qBdzVh3k1Z/38uWGTCw2lX9d2R9dK3aDFqK+UnMNi7cfBuBvI1o/x5xmLfaxsbFs3bq1wfKlS5fSu3fvtg9ICCGEEEII0eEZ9TruHtuDd6YORq9TWLgpi3//lqJ1WKKLWbLjCOYaG3GBHgyO8mv1/WnWYv/QQw9xzz33YDabUVWV9evX88UXX/Diiy/y4YcfahWWEEIIIYQQohO4sF8oL1xew2OLdvDm8n0MifZjdM/WmUNciPoWbc4C4IrBEa02xV1dmlXsb7vtNtzc3HjqqaeoqKjghhtuICwsjLfeeovrrrtOq7CEEEIIIYQQncS1w6LYnF7EVxszeXjBVn55aAzerkatwxKdXGZBBX+lFqAoMGVQeJvsU9Pp7qZOncr+/fspKyvjyJEjZGVlceutt2oZkhBCCCGEEKITmTW5LzEB7uSUVPGvpXu0Dkd0Ad9tOQTAyO4BhPu6tck+NavY//Of/yQ1NRUAd3d3goKCtApFCCGEEEII0Um5GvW8cEUiAJ/+mcHWzCJtAxKdmqqqfHOsYn/F4Ig2269mFfsFCxbQo0cPzj77bN555x3y8vK0CkUIIYQQQgjRiZ0d140rjnWJfuGnZJnfXrSaLZlFpOaV42bUc1G/kDbbr2YV+23btrF9+3bGjh3Lq6++SlhYGJdccgmff/45FRUVWoUlhBBCCCGE6IQemZiAyaBjfWoBvybnah2O6KR+2Gqf4u7CfiF4mNoupZ2mY+z79u3LCy+8wMGDB1mxYgUxMTE88MADhIS03ZMNIYQQQgghROcX5uvGraNjAfjX0j3YbNJqL1qWzaayZGc2AJf2D23TfWtasa/Lw8MDNzc3XFxcqKmp0TocIYQQQgghRCdz59g4vFwN7M8tY9nuI1qHIzqZTRmF5JRU4WUytPnUippW7FNTU3n++efp27cvQ4cOZcuWLcyaNYsjR+QfmRBCCCGEEKJlebsaSTo7BoB//5YiY+1Fi/pxu721fkLfYEwGfZvuW7N57EeMGMGGDRvo378/N998M9dffz3h4W0zx58QQgghhBCia7p5VCz/XZ3KrsMlrNx7lHG9ZHYuceZsNpWfdtgr9pcktm03fNCwxX78+PHs2LGDLVu28Mgjj0ilXgghhBBCCNHq/D1c+NuIaADeWZmicTSis9iYXkhuaRVerm3fDR80rNg///zz9OnTR6vdCyGEEEIIIbqoW0fHYtApbEgrZEdWsdbhiE6gtrV+Qp+274YPbdwV/6GHHuK5557Dw8ODhx566KTrvv76620UlRBCCCGEEKIrCfZ25ZL+oXy/9TBz16Ty+rUDtQ5JdGB1u+G3dTb8Wm1asd+yZYsj4/2WLVvactdCCCGEEEII4XDzqFi+33qY/20/zOMX9yLIy1XrkEQH5dQNv0egJjG0acV+xYoVjf4uhBBCCCGEEG1pYKQvg6J82ZJRxGd/ZvDghHitQxIdVG1r/QV9QnAxaDPaXbMx9rfccgulpaUNlpeXl3PLLbdoEJEQQgghhBCiK7l5VCwAn/2VTrXFpnE0oiNyyobfP0SzODSr2H/88cdUVlY2WF5ZWcn8+fM1iEgIIYQQQgjRlVzUL4QgLxN5ZdUs231E63BEB9QeuuGDBhX7kpISiouLUVWV0tJSSkpKHD+FhYX89NNPBAXJXJJCCCGEEEKI1mXU67h2WCQAX6zP0Dga0RH9uP0woG03fGjjMfYAvr6+KIqCoijExzccx6IoCrNmzWrrsIQQQgghhBBd0DVDI/nPihTWpOSTlldOTDcPrUMSHYTVprJkp72nh1bZ8Gu1ecV+xYoVqKrKeeedx6JFi/D393e85+LiQnR0NGFhYW0dlhBCCCGEEKILivR359yegfy+7yhfbsjk8Yt6aR2S6CA2phWQW1qFt6uBUT26aRpLm1fsx4wZA0BqaipRUVEoitLWIQghhBBCCCGEw/XDo/h931EWbsrkoQnxmnapFh1HbWv9BI274UMbV+y3b99Ov3790Ol0FBcXs2PHjhOu279//zaMTAghhBBCCNFVje8dRJCXidzSKn5NzuHiRG27VYv2z2ZTWbJT+2z4tdq0Yj9w4ECOHDlCUFAQAwcORFEUVFVtsJ6iKFit1rYMTQghhBBCCNFFGfU6x1j7z//KkIq9OKXNGYXklFThZdK+Gz60ccU+NTWVwMBAx+9CCCGEEEII0R5cOyyS2StTWJ2SR0Z+BVEB7lqHJNqxH4/NXT+hTzAmg17jaNp4urvo6GjHmPr09HTCw8OJjo52+gkPDyc9Pb0twxJCCCGEEEJ0cZH+7ow+1vL61UaZ+k6cmM2msvTY+PqL2knvDs1G+I8bN46CgoIGy4uLixk3bpwGEQkhhBBCCCG6suuHRwGwYGMWFqtN42hEe7Uls4jsYjOeJgPn9NS+Gz5oWLFXVbXRjPj5+fl4eMjckUIIIYQQQoi2dX7vYAI8XMgtrWLF3qNahyPaqSXHuuGP7x2Eq1H7bvigwXR3V1xxBWBPkJeUlITJZHK8Z7Va2b59O2effXaztrl//36mTZtGXl4ePj4+zJs3j759+zqts3LlSi666CISEhIcy9atW4ebm9sZfBshhBBCCCFEZ+Fi0HHlkAg++OMgX67PYEKfYK1DEu2MqqqOae4u6tc+uuGDBhV7Hx8fwH5AvLy8nCrWLi4ujBgxgttvv71Z25w+fTp33HEHSUlJLFy4kKSkJDZs2NBgvYSEBLZu3XpG8QshhBBCCCE6r2uHRfLBHwdZsTeX7OJKQn2kIVActy2rmENFlbi76BmbEKh1OA5tXrGfO3cuADExMTzyyCNn3O0+NzeXjRs3smzZMgCuvPJKZsyYQUpKCj169DjjeIUQQgghhBBdR1ygJ8Nj/FmfVsDCjVncO76n1iGJduSnY93wz+vVfrrhg4Zj7GfOnInJZOLXX3/l/fffp7S0FIDDhw9TVlbW5O1kZmYSGhqKwWB/RqEoClFRUWRkNMxkeeDAAQYPHsywYcN45513TrjNqqoqSkpKnH6EEEIIIYQQXcN1wyMB+GpjJjabqnE0or1QVdVRsb+knWTDr6VZxT49PZ3ExEQmT57MPffcw9Gj9uQUL7/8Mo888kiL72/w4MFkZWWxefNmvv32W9577z2+/vrrRtd98cUX8fHxcfxERka2eDxCCCGEEEKI9unixFC8XA1kFVayOiVP63BEO7HjUDFZhZW4GfWMTQjSOhwnmlXs77//foYOHUphYaHTOPvLL7+c5cuXN3k7kZGRZGdnY7FYAPtTlIyMDKKiopzW8/b2dozvj4iI4Prrr2fVqlWNbvOJJ56guLjY8ZOZmdncryeEEEIIIYTooFyNei4fFA7AVxukLiDsftxub60f1ysQN5f20w0fNKzYr1q1iqeeegoXFxen5TExMRw6dKjJ2wkKCmLw4MF8+umnACxatIiIiIgG4+uzs7Ox2exzUZaWlrJ48WIGDRrU6DZNJhPe3t5OP0IIIYQQQoiu47ph9obCZbuPkF9WpXE0Qms2m8oP2w4DMGlAmMbRNKRZxd5ms2G1Whssz8rKwsvLq1nbev/993n//feJj4/npZdeciTou+222/jhhx8Ae4U/MTGRAQMGMGLECCZMmMDNN9985l9ECCGEEEII0en0CfNmQIQPNVaVRZuztA5HaGxjeiHZxWa8TIZ21w0fNMiKX+uCCy7gzTff5IMPPgDsSe/KysqYOXMmF198cbO2lZCQwLp16xos//DDDx2/z5gxgxkzZpxZ0EIIIYQQQogu49phUWzL2sGXGzK5/ZzuKIqidUhCI99vtfcqv7BfSLvKhl9Lsxb71157jTVr1tCnTx/MZjM33HCDoxv+yy+/rFVYQgghhBBCCAHApIFhuLvoOXi0nA1phVqHIzRSbbHx47Fs+JMGtr9u+KBhi31ERATbtm3jyy+/ZPv27ZSVlXHrrbcydepUp2R6QgghhBBCCKEFT5OBy/qH8dXGTL5cn8HwWH+tQxIaWJ1ylKKKGrp5mhjZPUDrcBqlWcUewGAw8Le//U3LEIQQQgghhBDihK4dHslXGzP5cUc2Myf1xcfNqHVIoo19v9WeNO/S/qEY9Jp1ej8pTaPau3cvM2bMYPz48YwfP54ZM2awZ88eLUMSQgghhBBCCIdBkb4kBHtRZbE5xlmLrqOi2sIvu3MAmNxOu+GDhhX7RYsW0a9fPzZt2sSAAQMYMGAAmzdvJjExkUWLFmkVlhBCCCGEEEI4KIrCdcMjAfhifSaqqmockWhLy3blUFFtJcrfnYGRvlqHc0KadcV/9NFHeeKJJ3j22Wedls+cOZNHH32UK6+8UqPIhBBCCCGEEOK4yweF8+KSPSRnl7DjUDH9I3y1Dkm0kQWbMgG4YnB4u54VQbMW++zsbG666aYGy//2t7+RnZ2tQURCCCGEEEII0ZCvuwsX9QsB7K32omvILKhgTUo+igJXDYnQOpyT0qxiP3bsWFatWtVg+erVqznnnHM0iEgIIYQQQgghGnfdsCgAfth6iPIqi8bRiLawcFMWAGfHBRDh565xNCenWVf8SZMm8dhjj7Fp0yZGjBgBwJ9//smCBQuYNWsWP/zwg9O6QgghhBBCCKGVEd39iQlwJy2/gsXbD3PtsYq+6JxsNtVRsb9maKTG0ZyaZhX7u+++G4B33nmHd955p9H3wJ6swmq1tmlsQgghhBBCCFGXPYleFC8t2cO8telcMzSyXY+5Fmdm3cF8DhVV4uVqYGLfEK3DOSXNuuLbbLYm/UilXgghhBBCCNEeXDcsEjejnuTsEtYdzNc6HNGKvt5oz6UweWAYrka9xtGcmqbz2AshhBBCCCFER+Hr7sKVQ8IB+Gh1qsbRiNaSV1bFkh1HgI7RDR807IoPsGHDBlasWEFubi42m83pvddff12jqIQQQgghhBCicTePiuXTPzNYvieX1LxyYrt5aB2SaGFfbcik2mpjQKRvh5naULOK/QsvvMBTTz1FQkICwcHBTuNTZKyKEEIIIYQQoj2KC/TkvF5B/LYnl7lrUnl2cj+tQxItyGK18emf6QBMGxmtcTRNp1nF/q233uKjjz4iKSlJqxCEEEIIIYQQotluHR3Lb3tyWbAxi4cmxOPr7qJ1SKKF/JqcQ3axmQAPFy5ODNU6nCbTbIy9Tqdj1KhRWu1eCCGEEEIIIU7L2XEB9ArxorLGyry1aVqHI1rQx2vtrfXXDY/sEEnzamlWsX/wwQeZPXu2VrsXQgghhBBCiNOiKAozzusB2JPolZprNI5ItITdh+2zHegUuOGsjtMNHzTsiv/II49wySWXEBcXR58+fTAajU7vf/PNNxpFJoQQQgghhBAnd1G/UOIC93HgaDnz16Vzz7geWockztC7vx8A4JL+YYT7umkcTfNo1mJ/3333sWLFCuLj4wkICMDHx8fpRwghhBBCCCHaK71O4d7zegLw4aqDlFdZNI5InIn0/HJ+3H4YgLvGxGkcTfNp1mL/8ccfs2jRIi655BKtQhBCCCGEEEKI03Zp/1De/HUfafkVfPpnOtM7YIVQ2L3/x0FsKoxNCKRPmLfW4TSbZi32/v7+xMVJwRdCCCGEEEJ0TAa9ztEF/93fD1BcKWPtO6KcEjMLN2YBcPfYjjmkQrOK/TPPPMPMmTOpqKjQKgQhhBBCCCGEOCOXDwqnZ5AnRRU1vLMyRetwxGn492/7qbbaGBbjx/BYf63DOS2adcV/++23OXDgAMHBwcTExDRInrd582aNIhNCCCGEEEKIpjHodTxxcS9umbeRuWvSuHFENBF+7lqHJZooLa+cL9dnAvDIBQkaR3P6NKvYT5kyRatdCyGEEEIIIUSLGZcQxMjuAaw7mM+rP+/lzesGaR2SaKLXf9mHxaYyNiGQs7oHaB3OadOsYj9z5kytdi2EEEIIIYQQLUZRFP5+cW8u+89qvtt6mBvOiu6wXbq7km2ZRfywzZ4JvyO31oOGY+xrbdq0iU8//ZRPP/2ULVu2aB2OEEIIIYQQQjRbYoQP1w+PBODv3+6gymLVOCJxMlabytPf7wTseRL6hXfsKdc1a7HPzc3luuuuY+XKlfj6+gJQVFTEuHHj+PLLLwkMDNQqNCGEEEIIIYRotscv7M0vu3NIyS3j/d8Pct/4nlqHJE7gqw2ZbM8qxstk4ImLe2kdzhnTrMX+3nvvpbS0lF27dlFQUEBBQQE7d+6kpKSE++67T6uwhBBCCCGEEOK0+LgbefrSPgD857cU9h4p1Tgi0ZijpVX86+c9ADw4IZ4gL1eNIzpzmlXsly5dyjvvvEPv3r0dy/r06cPs2bNZsmSJVmEJIYQQQgghxGmbNCCM83oFUW21cd8XWzDXSJf89kRVVR5ftJ2iihr6hHpz08horUNqEZpV7G02W4Mp7gCMRiM2m02DiIQQQgghhBDizCiKwstX9qebpwt7c0p5ackerUMSdXy1IZPle3Jx0et449qBGPSap51rEZp9i/POO4/777+fw4cPO5YdOnSIBx98kPHjx2sVlhBCCCGEEEKckUAvE69cNQCAeWvT+H7rIY0jEgD7ckp5dvFuAB6ZGE9CiJfGEbUczSr2//nPfygpKSEmJoa4uDji4uKIjY2lpKSEf//731qFJYQQQgghhBBnbFyvIO4cEwfAowu3sy2zSNuAurjiihrumL+RimorZ8cFcOvo7lqH1KI0y4ofGRnJ5s2b+fXXX9mzx949pXfv3px//vlahSSEEEIIIYQQLeb/JiawL6eU3/bkcvv8jSy4cyTRAR5ah9XlVFtszPhiM2n5FYT7uvHv6weh1ylah9Wi2rzF/rfffqNPnz6UlJSgKAoTJkzg3nvv5d5772XYsGH07duXVatWtXVYQgghhBBCCNGi9DqFt64bSEKwF7mlVdww5y8OFVVqHVaXYrWpPPT1Vlbtz8PVqOP9G4cQ4GnSOqwW1+YV+zfffJPbb78db2/vBu/5+Pgwffp0Xn/99bYOSwghhBBCCCFanJerkU9uG073bh4cKqrk+g/+JC2vXOuwuoQaq43/W7CNxduzMeoV3r9xKP3CfbQOq1W0ecV+27ZtXHjhhSd8/4ILLmDTpk1tGJEQQgghhBBCtJ4gL1c+u/0sovzdySio4Ip317I5o1DrsDq1imoL0z/ZxDdbDqHXKbxx7UDGxAdqHVarafOKfU5OTqPT3NUyGAwcPXq0DSMSQgghhBBCiNYV6uPGorvOJjHch4Lyaq59fx0frU5FVVWtQ+t0UnLLuHz2Wn7bk4urUccHNw7h0v5hWofVqtq8Yh8eHs7OnTtP+P727dsJDQ1tw4iEEEIIIYQQovUFepn48o4RTOwbTI1V5dnFu5k2dwPp+dI1vyVYbSqf/JnOpP+sZm9OKd08TXx221mM7x2sdWitrs0r9hdffDFPP/00ZrO5wXuVlZXMnDmTSy+9tK3DEkIIIYQQQohW52Ey8N7fhvDs5L64GHT8se8oE974g1d+3kNRRbXW4XVYfx3M54p31/L0dzupqLYysnsAP90/miHR/lqH1ibafLq7p556im+++Yb4+HhmzJhBQkICAHv27GH27NlYrVaefPLJtg5LCCGEEEIIIdqEoijcNDKGUT26MfP7XaxOyWP2igPMW5PGDWdFce2wKHoEeWodZrtXY7WxYk8uH61J5c+DBQB4mgz838QE/jYiutNNaXcybV6xDw4OZu3atdx111088cQTjjEliqIwceJEZs+eTXBw5+8qIYQQQgghhOja4gI9+eTW4fy8K4e3lu8nObuEOatSmbMqlYGRvkzoE8zYhED6hHqjKF2nknoy5horfx7MZ+Xeoyzenk1eWRUALnod1wyL4N7zehLs7apxlG2vzSv2ANHR0fz0008UFhaSkpKCqqr07NkTPz8/LcIRQgghhBBCCE0oisKF/UKY2DeYFXtz+fyvDFbsPcrWzCK2Zhbxys978XEz0j/Ch8RwH3oGexLl70GUvzvdPF06bYXfYrWRXWwms7CCjPwKdh4uZsehEpKzS6i22BzrdfN04crBEUw7O4YwXzcNI9aWJhX7Wn5+fgwbNuyMt7N//36mTZtGXl4ePj4+zJs3j759+zZY77///S8vvfQSNpuN8847j3feeeekGfqFEEIIIYQQoi0oisJ5vYI5r1cwR0urWLozm5V7j7L2QD7FlTWs2p/Hqv15Tp9xMejwd3fBz8MFfw8jvm4uuBr1uBp1x/9v0GMy6tApyrEf0OsUFEVBr1PQKwqKY5l9u7WJ+h3/p/b18Qz+ar1f1GO/1P8M2JPa1VhtVFts9v9bnV9XVFsprqyhuKLG/v/KGo6WVWG1NT5jQKiPK2MTAhnfK5gxCYEY9W2eOq7d0bRi31KmT5/OHXfcQVJSEgsXLiQpKYkNGzY4rZOamsrTTz/N5s2bCQ4OZvLkyXzwwQfcc889p7XPHQcyeO37HUwemcDGvXspd4Uxkd35Zc9BArzduPasAaDoyTqUjdVgIcLbjyqdO2a1jPLsw7y/Op/Xbzub7kF+VFts6HUKL/5vI/930WAMBh06BTakFODlrvLHljSuG5OIj5cJsP+DUlX7P5b640ZsNhVFwfHkLi8vj7wa6BXaDbD/o8rNOUJ2DQyOanz2AYvFhsHQvH8cNpuKrh2OYTlUUEm4f/Of3H2zNo0rzo5p+YCOsdpUzcf8VFdb0etBr9efcJ3conKCfD3aMKrmueGFH/n875doHUajYh7/kbSX2m9sQLuNryVNePxHBgH/Osl3ffTFH/m62P77+CDwCIPxYZG4+7ihYqBXmD8Wm54QH1dQQK8o1FhtGPVQbbFRUF5DiK8bucVVhPu7oShQY1VxMegcLQou9c6ptjo3KrXn7Nrzt009fm5v6rmi7rm//mdOtY32cD6C9nsd6QjqX/sbU7ecXxoNA3oGExcQgKtJh8ndRKSvJ9VWHYFeJlAAFfR6BZvNRlWNlYLyGkL93CkoqybI26RJOa+ruZ+Rct7xNaWcdyaBXiZuHBnDjSNjqLbY2HuklO2Hith5qJjUvHIyCyo5XFxJtcXGkRIzR0oaJibvDFz0OiL83Aj3c6N3qDf9wu29FmIC3LtMWWgqRe3gEyfm5ubSo0cPCgoKMBgMqKpKaGgoq1evpkePHo71XnnlFQ4cOMB7770HwE8//cQLL7zA6tWrT7mPkpISfHx8KC4uxtvb23FTrIWFd41keXIuuw+XEOLjysS+9qd6YM8E+efBAlwMOi5JDOX811ZQfbyXCm9eO5AHvtrqtL26N/ab0gv5z2/7qayxMjY+iDvHxjUpptX789iUXoirUcelA8IIbwddYH5LzubWjzejYr8/+fqOEQzrHnDKz/V4/EcsdV63dMXHXGPluy2HyC42E+7nxuSBYZgMJ65Yt5Z/L9/Pgk2ZKMCNI2O47ZzuZGVlERkZ6SjnCU/+RJXVfnoYHOnDN/eMbvM4T6T+v8H2VEFt7PzQnuNrT7G1tMa+a/1y3hrn83AfV7zdDVTV2CivsmJVVQZE+PDkJX1wNepZvP0wydkl5JVWgwKJ4T70DvVm56Fi9ueWEe3vzvDu/lhtKim5Zfi6GZkyKBxfd5dG97cxrYA1KflUWa2oKpgMOhLDfRjRPYDvth4it6SKKH93Jg0Mc2rRsNlUluw8wv7c0lPuozUdKqpk8bbDmGtsDI3xY1SPbm0eQ0e281AxK/bkoihwfp9geoV4n3E51wEGvf0hkfUEd4ltXc5r5Zaa+WHrYcqqLCSG+5xyCisp551DU8p5V1RlsZJbUkVRRQ0FFdUUlldTVFFNZY0Nc40Vs8VK1bHfqyw2bKqKTbX/u7D/rmK12RsNrcfeq1s1rK04K47XOL0+2Tq1S2pf6xRwMegx6hVMBh1Gvf3H5djvbkY9Pm5Gp58gbxOBnqYu/TCsfj30ZDp8i31mZiahoaEYDPavoigKUVFRZGRkOFXsMzIyiI6OdryOiYkhIyOj0W1WVVVRVVXleF1SUuL4/bWlu1r6KzTLsz/sItjbDXONlbS8cjamFRIf7IWXycjaA/mAvfK4fE+OU6Ue4D/L9zbY3jXvruLru84B4OO1aVRUWwFYsTeXsQmB9Ao9eQE6WlrFhjR7BsqKaisr9uTytxHRJ/1MW3jgq23HuwwBd3y6kS3/mHjKz1nqvW7pVtfN6YVkF9ufqB4qrGRbZjHDY9t2Co7iymq+2pjpOHF/si6Nm892/ps98tVmR6UeYHNmcZvG2FztuXW8PdHyoWRba+y7Pvr4j9w3Y4DjdWIrHY9DxWbKqw2Ya6yoKLjoFfbllPHJn+n0DPIip6SKjPwKjpSYCfJyZeehYnYdLsbVqKe8ysKBo2XUWO09uXzdXSisqGHtgXwuTmzYy6rUXMPqlDxUFfbnlGGusTI4yo/tWcUUlFeTW2K/lmUUVLDzUDGDoo7nstmfW8a+nFIACitqWHcgn4sa2Udr+21PruPasz61gIQQL7p5mto8jo6oxmpjeXIutmPn819355AQ7OW0zumUcxtQfaIa/TGH27Cc1/XHvjxKzfar9fasYuKDvYj0dz/h+lLOO76mlPOuymTQE+nvTmTXmM1NnIIMRmjEiy++iI+Pj+MnMjLS8V5ZlVXDyOxdyVScL7aqiuNkV6ux4Sh1k0zUKq/zfRpu49SdOep3+GgvHUBs9b7qCYbntLn6cTTlGLd4DPWKsE0Fa71lFTUNy4oQHd2Weq9LW3FfKrVjC4//13qshURVnc/iKvbhVcfHKNb9vN2JzhX21pVjnzu27RN95lTnH63Ok/WvG1qcFzsq+7C8un/z4+WhVmuVc+dy2rrlnJOsc6qPSDnv+JpSzoUQnaBiHxkZSXZ2NhaL/emtqqpkZGQQFRXltF5UVBTp6emO12lpaQ3WqfXEE09QXFzs+MnMzHS8N3Ny/1b4Fk33xMW9iQnwwKBTiPBzIzHchwg/N/w8XBgSbW+JMeoVxiYEUr+D94zxCQ229+MDYx2/3zA8yjE+7qxYf/qE+ZwyniBvV/pH2NdzMeg4Nz7w9L5YC5s1qc/xLkHAy1ckntZ2Vt7ZMAnjmRgU5UuAp70LYKCXiQERvi26/abw83Th0sRQFMWeNOXqIZG4uDiXlnf+NpS6QyUTgtv3PKrSWt80Xek4NfZdf6m3rLWOR6CnCyE+rgR6mPB2NWLU64gJcOf6YVGc2zOQAE8T4b5uRPi54+aip1eIN5f0DyXC3x2Twb7usBh/Bh47P3iaDIw4wVAiHzcjZx3r9RPbzYOEEHsvq4QQLy7sF4Kvuz1BbIiPK/3CnXtgxQd7ER3gXmcf2jT5nNsz0HHtGRDpQ5BX15ui6HS5GHSc0zMQRQGdojAuIahBl9XTLecG3clvEtuynNc1ukc3XI32a1ZCiBeRp8ijI+W842tKORdCdIIx9gBjx44lKSnJkTzvpZdeYuPGjU7rHDx4kNGjRzslz7vggguYMWPGKbdfXFyMr68vmZmZjrENd773M6uzwR2oOLaeCagCjMCUfh7obQo7cysoKLZxds8APHzcOHikiJy8MvaVQowL/P3agfQK9iU5eSeP/ZLH30f5MGLoQNRqMx+ty8KIlR+2HuG6c0K4dXR/9Dp70qYaqw2dojgubrXMNVYMOgXDsXGU/9ucTkZ+OfdM6ANAZbWVhetTyS2r4uELG1ZazdUWqiw2fJo5/qz+ftuDyspKVh8sYnR3X9zcmj7u/4e/0vnf7mzm3DyiVeJSVRVzjQ1Xo07TpB8FZVUoKPgde9CQlZVF3759ncr5r7uyiQhwpVdI+5uKcvDMn6kGds469RCLtvbozJ/5CbgY+Fc7jK/fzJ+B9nnsWlr979pYOa9dp654T/D0NmDSmzg7PgiDXk+/cG8CvFxx0esprqzCoNNhrlZJOVpCsIeB/Cor53QPwGB0ocpiw9tVT3GFBVDxcnPBeOym3mK1YTnWbGi12jAZ9Rj0Osw1VnTYu0HXntsrq62YDLpT3sSaa6zodfZsxzVWm+PzTTnfNHUfran2mNS/pommqbJYUVAcFcemlHMXYESsEYPBXjkfEBWAqkKfcF983E2oqorRoFBZbaOovIaUoyVE+ZgorrYxONJHk3Jeqza7dnPKi5Tzjq8p5VyIzqakpITIyEiKiorw8Tl5o2unqNjv3buXpKQk8vPz8fb2Zu7cuSQmJnLbbbcxadIkJk2aBMCcOXN46aWXAPvDgPfee69J093VJucQQgghhBBCCCHaUmZmJhERESddp1NU7FubzWbj8OHDeHl5OVo8ap+edMSnhBK7Ntp77FarlZSUFHr06HHSKfBaW3s/Tk3VGb5HZ/wOjZXzzvA92zM5vq1Pyrn25Pi2Pinn2pPj2/rqH2NVVSktLSUsLAyd7uQ9ozt8Vvy2oNPpTviExNvbu8MWbIldG+059mHDhmkdgkN7Pk7N0Rm+R2f7Dicq553he7Zncnxbn5Rz7cnxbX1SzrUnx7f11T3Gp+qCX6v9DIgWQgghhBBCCCFEs0nFXgghhBBCCCGE6MCkYn+aTCYTM2fOxGQyaR1Ks0ns2ujIsbelznKcOsP36CrfoTN8z/ZMjm/rk3KuPTm+rU/Kufbk+La+MznGkjxPCCGEEEIIIYTowKTFXgghhBBCCCGE6MCkYi+EEEIIIYQQQnRgUrEXQgghhBBCCCE6MKnYCyGEEEIIIYQQHZhB6wA6moMHD5KRkQFAVFQU3bt31zgiIYQQp0PO56IrkHIuhBBdg1Tsmyg5OZlp06aRmZlJVFQUABkZGURGRjJ37lz69u2rcYSdl9Vq5ffff3e6MRkzZgx6vV7jyJpGbqpOLjU1ldjYWABUVeW1115j1apVDBo0iCeffBKj0ahxhKdmtVr54IMP+OKLL5z+1tdddx3Tp0/vMGW1M/wtmkLO521Dzn3aknLeNqSca6uzXH/bq6qqKqdp1xYuXOi4L0hKStIuMNEome6uic466yweffRRrrzySqflCxcu5F//+hfr16/XKLKm64gXn1WrVnHDDTcQHh5OdHQ0AGlpaRw+fJjPPvuMc889V+MIT0xuqppm8ODBbN68GYDnnnuOVatWccstt/DNN98QGhrKW2+9pXGEpzZ9+nSOHDnCnXfeSUxMDGAvp++99x7BwcF88MEH2gbYRJ3hb9GUm7zOcD5vz+Tc13ZOdl2Xct66pJy3nZOV885y/W2v6t4XvPvuu7z33ntcf/31LF68mIkTJ/L0009rHGHH16IPp1TRJPHx8af1Xnuwe/duddiwYWpISIg6fPhwdfjw4WpISIg6bNgwdefOnVqHd1KJiYnqhg0bGixfv3692q9fPw0iarrhw4erCxcubLB8wYIF6rBhwzSIqH0aOHCg4/chQ4aohYWFqqqqqtlsbvd/41o9evRodLnNZjvhe+1RZ/hb3HHHHeqkSZPUn376Sd29e7e6e/du9aefflInTZqk3n777aqqduzzeUcg577W15TrupTz1iXlvPU1pZx3lutve1X3vmD48OFqVlaWqqqqWlJS0mHuC9q7pty3NJVU7Jvo7LPPVufPn69arVbHMqvVqs6bN08dOXKkhpGdWke++PTs2fO03msP5KaqaQYNGuT4ffjw4U7v1b2gtGc9e/ZUc3NzGyzPyclR4+LiNIjo9HSGv0VTbvI68vm8I5BzX+trynVdynnrknLe+ppSzjvL9be9qntfMGTIEKf3Osp9QXvXkg+nJCt+E3388cfMmzcPf39/evfuTe/evfH393csb8+KiooadMUDuOqqqyguLtYgoqaLi4vj2WefJTc317EsNzeXWbNmOcYCt1fdunXjk08+wWazOZbZbDY+/vhjAgICNIysfdm+fTv+/v74+fmxdetW8vLyALBYLFgsFo2ja5rHHnuMgQMHcvfdd/Pyyy/z8ssvc/fddzN48GCeeOIJrcNrss7wt1AUhaNHjzZYfvToUdRjI8868vm8I5BzX+trynVdynnrknLe+ppSzjvL9be92rNnD4MHD2bQoEHs37+f0tJSwJ6Hp6amRuPoOoem3Lc0lSTPa6IePXqwfPlyjh49SmZmJgCRkZEEBgZqHNmp1V58pk6dik5nf5Zjs9n45JNP2v3FZ/78+Tz++OPExcU5KhYGg4Grr76aTz75ROPoTu7jjz9m+vTp3HvvvYSGhgKQnZ3N4MGD5aaqjgMHDji99vHxAaCwsJBnn31Wi5Ca7dZbb2X8+PEsXLjQMT6qe/furFq1qt0/gKqrM/wtam/yJk+e7MjLkZ6ezg8//MCsWbOAjn0+7wjk3Nf6mnJdl3LeuqSct76mlPPOcv1tr5YsWeL0WlEUAHJycrjrrru0CKnTacp9S1NJ8rwuICUlhenTp7Np06YGF5/33nuP+Ph4jSNsmoKCAgD8/f01jqR55KZKiLaVlpbmdJMXFRXFlVdeKTd5bUzOfa2ns1zXOwMp561HyrnoKlrqvkUq9l1IR7341J/uLjo6mnPPPbfDTGHSEWcjaC8++OAD7rjjDq3DOCOLFy/m0ksv1TqMM9YZ/haibcm5r/V11Ot6ZyLlvPWdbjnvLNff9kqOb/sjXfG7kNLSUkpKShy/d4QbgNrp7sLCwpymMekI093t3r2bpKQkmQrnDBw6dEjrEM7Y999/3ykufJ3hbyE3IW1Dzn1tpyNe1zsLKedt53TLeWe5/rZXcnxbX3PvW6TFvgvoyBef/v3789FHHzF06FCn5Rs2bOCWW25hx44dGkV2ajKHsOhoioqK8PX11TqMVnP77bczZ84crcPo9OTc1/o68nW9s5By3vqaU86l50TrkuOrjWbft5xBdn7RQch0d9qQqXCaJiUlRR07dqwaGxurPvjgg2plZaXjvREjRmgYWdN9/fXXjt+PHj2qXnzxxaq3t7c6ZswYNT09XcPImsdoNKqTJk1Sf/jhB6cpsoRoDjn3tb6OfF3vLKSct76mlPOTzXW/a9eutg6505Hj27HIdHddgEx3pw2ZCqdp7r77bq666ioWLFhAXl4e48ePd0ynYjabNY6uaV588UXH70888QSJiYns3buXSZMmcf/992sYWfPExsZy7rnn8thjjxEREcHjjz/Ovn37tA7rtBw8eJCVK1eycuVKDh48qHU4XYqc+1pfR76udxZSzltfU8p5UlISjz32GNnZ2fz111/89ddfZGdn8+ijj5KUlNTGEXc+cny11dwEkVKx7wI68sVn/vz5pKenExcXh5ubG25ubsTFxZGent4hpruTOYRPLTc3l3vuuYchQ4Ywf/58LrnkEsaPH09xcbFjWpX2Tq0zomn9+vU8//zzhISE8NBDD3WoSqWHhwcPP/wwu3fvZuHCheTl5TF06FDOPfdc5s+fr3V4TZKcnMzw4cMZNWoUjz32GI899hijRo1i+PDh7Nq1S+vwuoT6575evXrh5+cn574W1JGv652FlPPW15RyLg+5Wpcc39a3ffv2E/7UNnQ1lYyx7wI6y3QhMt1d59SrVy/27NnjtOzVV1/lyy+/pLi4mP3792sUWdP17t2br7/+GlVVuemmm9i6davjvYEDBzq9bs8GDx7M5s2bnZaVl5fz5ZdfMnfuXFavXq1RZE0n417bj7rnvqioKLp166ZxRJ1HZ7mudwZSzltPU8r5qFGjuPPOOxud6/79999n7dq1Wn6FDk+Ob+vT6XTExMTQWJX80KFDVFdXN3lbUrHvQjpqBVOmu+vcLr/8cqZPn86FF17otPz111/nkUcecXpS317FxMSg0+kcJ+VVq1YRERFBcXEx48aNa1BZbq8GDRrEli1btA7jjCQkJLB3795mvydazoIFC7j66qsByMvLY9q0aaxevZrBgwfz8ccfO5JgiTPXUa/rnYGU87ZzsnIuD7lalxzf1hcbG8uaNWsICwtr8F5kZKSj7DeFVOy7kI5YwZTp7jq/qqoqAEwmU4P3Dh06RHh4eFuH1GIqKirIyclp9/kgahUUFHS4HjH1SeuC9ur2/Lj99tsJCAjggQce4PPPP2fVqlV8++23GkfYeXTE63pnIeW87TSlnMtDrtYlx7f13H///Vx99dWMHj26wXt33nkn7733XpO3JRX7LqAjVzBlujshRHNI64L26vb8GDBgAJs3b3b0sBowYADbtm3TMrxOoSNf1zsLKeetT8q5EM1j0DoA0fpuvvlmHnvssUYrmDfffHO7rmCazeYGlXqAYcOGOVp626uTJRx58sknNYhIiM6vR48eLF++XFoXNGQ2m9mxYweqqqIoitOwqY6SELO968jX9c5Cynnrk3IuRPNIVvwuoCNntJTp7oQQpyMwMJDBgwczePBgR6VeWuvbRmVlJZMnT2by5MkUFxeTlZUFQHFxsWN4hDgzHfm63llIOW99Us6FaB5pse8CaiuYjY05be8VzPnz5/P4448TFxeHxWIBwGAwcPXVV3eI6e6mT5/Ovffe26BLsEyFI0Tr2L59+wnfa+60MeL0pKWlNbrcaDSyaNGitg2mk+rI1/XOQsp565NyLkTzyBj7LqCzjDmV6e6EEKfSktPGCNFedZbruhAnI+VciOaRin0X0lErmDLdnRCiqVpy2hgh2ruOel0XojmknHc8aWlpxMbGsmXLFgYOHHjC9caOHcvAgQN588032yy2zky64nchpaWllJSUOH7vCCdGme5OCNEckyZN4uDBg41W7C+55BINIhKi9QQGBja4lsfHx7Nv3z6NIhKi5XWFcn7kyBGef/55fvzxRw4dOkRQUBADBw7kgQceYPz48VqHd1JJSUkUFRXx3XffOZZFRkaSnZ1Nt27dAFi5ciXjxo2jsLAQX19fx3rffPMNRqOxxWJJT0/n6aefZvny5ZSUlDBy5Ejee++9LtOoJhX7LqAjVzDvuecevv322w453Z1kcxWi7b311lsnfK85c8EK0Z5JLgnRFXSVcp6WlsaoUaPw9fXllVdeITExkZqaGn7++Wfuuece9uzZo3WIzabX6wkJCTnlei09vHbjxo1ER0ezePFi9Ho9d911F7feeisrVqxo0f20W6ro9IYPH64uXLiwwfIFCxaow4YN0yCipuvZs+dpvdcexMfHn9Z7QgghxMkoiqLGxsaqMTExDX6MRqPW4QnRIrpKOb/ooovU8PBwtaysrMF7hYWFqqqqanp6ujpp0iTVw8ND9fLyUq+++mr1yJEjjvVmzpypDhgwQP3vf/+rRkZGqh4eHupdd92lWiwW9eWXX1aDg4PVwMBA9Z///KfT9gH1nXfeUS+88ELV1dVVjY2NVRcsWOC0TkZGhnr11VerPj4+qp+fnzpp0iQ1NTXVsV/A6WfFihVqamqqCqhbtmxx/F73Z9q0aaqqquqYMWPU+++/X1VVVX3iiSfU4cOHNzgG/fv3V2fNmuV4PWfOHLVXr16qyWRSExIS1NmzZ5/w2L722mtqXFzcCd/vbGQ+ji6gI08XItPdCSGEEM6io6NZvXo1qampDX6Cg4O1Dk+IFtEVynlBQQFLly7lnnvuwcPDo8H7vr6+2Gw2Jk+eTEFBAb///ju//PILBw8e5Nprr3Va98CBAyxZsoSlS5fyxRdf8N///pdLLrmErKwsfv/9d15++WWeeuop/vrrL6fPPf3001x55ZVs27aNqVOnct1115GcnAxATU0NEydOxMvLi1WrVrFmzRo8PT258MILqa6u5pFHHuGaa67hwgsvJDs7m+zsbM4++2yn7UdGRjpmiti7dy/Z2dmN9q6bOnUq69ev58CBA45lu3btYvv27dxwww0AfPbZZ/zjH//g+eefJzk5mRdeeIGnn36ajz/+uMH2MjMzeeONN7jlllua8qfoFKRi3wV05Arm/PnzSUtLIy4uDjc3N9zc3IiLiyM9Pb1DTHc3b948/Pz86N27N7169cLPz8+xXAghhDgdtbkkGiO5JERn0RXKeUpKCqqq0qtXrxOus3z5cnbs2MHnn3/OkCFDOOuss5g/fz6///47GzZscKxns9n46KOP6NOnD5dddhnjxo1j7969vPnmmyQkJHDzzTeTkJDQoFv61VdfzW233UZ8fDzPPfccQ4cO5d///jcAX331FTabjQ8//JDExER69+7N3LlzycjIYOXKlXh6euLm5obJZCIkJISQkBBcXFyctq/X6x1d7oOCgggJCcHHx6fB9+zbty8DBgzg888/dyz77LPPOOuss+jRowcAM2fO5LXXXuOKK64gNjaWK664ggcffJD333/faVtZWVmMHj2aKVOm8Pe//70pf4pOQcbYdwEdeT71wMBAPvroIz766KMON91djx49WL58uWRzFUII0aIkl4ToCrpCOVebMDlZcnIykZGRREZGOpb16dMHX19fkpOTGTZsGAAxMTF4eXk51gkODkav16PT6ZyW1e0FCzBy5MgGr7du3QrAtm3bSElJcdougNlsdmpZbylTp07lo48+4umnn0ZVVb744gseeughAMrLyzlw4AC33nort99+u+MzFoulwYOCF198kfDwcN5+++0Wj7E9k4p9F9CRK5gHDhzgtttuIz09nSlTpvDCCy843hs5ciTr1q3TMLqT27p1K0lJSeh0Oj755BMeffRRVqxYQbdu3Vi8eDH9+/fXOkTRgcybN48HHniAoqIirUMRQgghRAvo2bMniqK0SIK8+tnlFUVpdFndHrynUlZWxpAhQ/jss88avNca9Yjrr7+exx57jM2bN1NZWUlmZqZjyEFZWRkAc+bM4ayzznL6XP0psA8fPkx8fDyKorR4jO2ZdMXvQgIDAxk8eDCDBw92/GOMj4/XOKqTu/vuu7nqqqtYsGABeXl5jB8/3pEJ1Ww2axzdyd1///0888wz3HfffVx88cVcd911VFRU8Pbbb/PII49oHZ44gaSkJBRFcVwQg4ODmTBhAh999FGzLoZnIiYmpsGcrtdee22nmtpHCCGE6Or8/f2ZOHEis2fPpry8vMH7RUVF9O7dm8zMTEfjHNhnvCoqKqJPnz5nHMOff/7Z4HXv3r0BGDx4MPv37ycoKIgePXo4/dS2kru4uGC1Wk+6j9ru+adaLyIigjFjxvDZZ5/x2WefMWHCBIKCggB7b4OwsDAOHjzYIJb6ebdeffVVnnnmmSYfg85CKvZdwPbt20/4096nC8nNzeWee+5hyJAhzJ8/n0suuYTx48dTXFzc7p/ClZSUMGXKFJKSklBVlRtvvBGAKVOmNOgGJdqX2iQwaWlpLFmyhHHjxnH//fdz6aWXYrFYTmubqqqe9mcB3NzcHBc3IYQQQnQOs2fPxmq1Mnz4cBYtWsT+/ftJTk7m7bffZuTIkZx//vkkJiYydepUNm/ezPr167npppsYM2ZMg+mgT8eCBQv46KOP2LdvHzNnzmT9+vXMmDEDsHeN79atG5MnT2bVqlWkpqaycuVK7rvvPrKysgB7Y8T27dvZu3cveXl51NTUNNhHdHQ0iqKwePFijh496mh9b8zUqVP58ssvWbBgAVOnTnV6b9asWbz44ou8/fbb7Nu3jx07djB37lxef/31BuvVH3ffFUjFvgsYOHAgU6ZMYfLkyQ1+8vPztQ7vpCorK51e//3vf+eaa65xarlvr+qOmxo3btwJ3xPtT20SmPDwcAYPHszf//53vv/+e5YsWcK8efNIS0tDURTHGDSwP1VXFIWVK1cCsHLlShRFYcmSJQwZMgSTycTq1as5cOAAkydPJjg4GE9PT4YNG8avv/7q2M7YsWNJT0/nwQcfdPQcAHtXfF9fX6c43333XeLi4nBxcSEhIaFBQklFUfjwww+5/PLLcXd3p2fPnvzwww+tcsxEx6UoCt99953WYZxUY//mhOiMGuuxJTq37t27s3nzZsaNG8fDDz9Mv379mDBhAsuXL+fdd99FURS+//57/Pz8OPfcczn//PPp3r07X331VYvsf9asWXz55Zf079+f+fPn88UXXzh6Ari7u/PHH38QFRXFFVdcQe/evbn11lsxm814e3sDcPvtt5OQkMDQoUMJDAxkzZo1DfYRHh7OrFmzePzxxwkODnY8OGjMVVddRX5+PhUVFUyZMsXpvdtuu40PP/yQuXPnkpiYyJgxY5g3b16DFvuMjAyys7PP8Mh0QBpOtSfaSExMjHro0KFG34uIiGjjaJpnypQp6pIlSxosf+2111RFUTSIqOkuuOACtbi4uMHyw4cPNzpPp2gfpk2bpk6ePLnR9wYMGKBedNFFTvOz1iosLHTM36qqqrpixQoVUPv3768uW7ZMTUlJUfPz89WtW7eq7733nrpjxw5137596lNPPaW6urqq6enpqqqqan5+vhoREaE+++yzanZ2tpqdna2qqqrOnTtX9fHxcezvm2++UY1Gozp79mx179696muvvabq9Xr1t99+c6wDqBEREernn3+u7t+/X73vvvtUT09PNT8/v0WPmWjfsrOz1RkzZqixsbGqi4uLGhERoV566aXqr7/+qqqqvZx8++23bRZPdHS0Yy5jd3d3ddCgQerXX3990s9YLBY1OztbrampaaMoRUeUkZGh3nzzzWpoaKhqNBrVqKgo9b777lPz8vLaPJZp06Y5yrnRaFTj4uLUWbNmnbIM5+bmquXl5W0Upejq2vr8L1qXtNh3AR15upAvv/yyQWs3wEMPPeQ01qg9+vnnnx1PM+tyd3dnwYIFGkQkzlSvXr1IS0tr1meeffZZJkyYQFxcHP7+/gwYMIDp06fTr18/evbsyXPPPUdcXJyjJd3f3x+9Xo+Xl5dj6pjGvPrqqyQlJXH33XcTHx/PQw89xBVXXMGrr77qtF5SUhLXX389PXr04IUXXqCsrIz169ef1vcXHU9aWhpDhgzht99+45VXXmHHjh0sXbqUcePGcc8992gW17PPPkt2djZbtmxh2LBhXHvttaxdu7bRdaurq9Hr9YSEhGAwSM5f0biDBw8ydOhQ9u/fzxdffEFKSgrvvfcey5cvZ+TIkY6ZddpS7bCu/fv38/DDD/PMM8/wyiuvNLpudXU1YM+H5O7u3pZhCiE6CanYdwFvvfUWo0ePbvS99j5diMlkwmQyNfpeeHh4G0fTMnx8fIiKitI6DHEaVFVtdm6H+uPfysrKeOSRR+jduze+vr54enqSnJxMRkZGs7abnJzMqFGjnJaNGjWK5ORkp2V1Z1/w8PDA29tbcjx0IXfffTeKorB+/XquvPJK4uPj6du3Lw899FCDhEm1duzYwXnnnYebmxsBAQHccccdTuMhV65cyfDhw/Hw8MDX15dRo0aRnp7ueP/7779n8ODBuLq60r17d2bNmtUgv0Ttg6v4+Hhmz56Nm5sb//vf/wB7V+TnnnuOm266CW9vb+64445Gu+Lv2rWLSy+9FG9vb7y8vDjnnHOcpl/68MMP6d27N66urvTq1Yt33nmnJQ6paKfuueceXFxcWLZsGWPGjCEqKoqLLrqIX3/9lUOHDvHkk08Cx8vX9ddfj4eHB+Hh4cyePdtpW0VFRdx2220EBgbi7e3Neeedx7Zt2xzvP/PMMwwcOJBPPvmEmJgYfHx8uO666xoMEawd1hUdHc1dd93F+eef73iIm5SUxJQpU3j++ecJCwsjISHBEV/drvhFRUVMnz6d4OBgXF1d6devH4sXL3a8v3r1as455xzc3NyIjIzkvvvuazQJmxCi85OKvRBCNFFycjKxsbGOOWHVOrkSGksWA/bKdF2PPPII3377LS+88AKrVq1i69atJCYmOlprWtqZTnUjOq6CggKWLl3KPffc06AcAg1yNoB9nuCJEyfi5+fHhg0bWLBgAb/++qtjPKTFYmHKlCmMGTOG7du3s27dOu644w7HA69Vq1Zx0003cf/997N7927ef/995s2bx/PPP3/COA0GA0aj0enfwKuvvsqAAQPYsmULTz/9dIPPHDp0iHPPPReTycRvv/3Gpk2buOWWWxwPED777DP+8Y9/8Pzzz5OcnMwLL7zA008/zccff9ysYyg6hoKCAn7++Wfuvvtu3NzcnN4LCQlh6tSpfPXVV45z9iuvvOIoX48//jj3338/v/zyi+MzV199Nbm5uSxZsoRNmzYxePBgxo8f79Tqf+DAAb777jsWL17M4sWL+f3333nppZdOGqebm5tTOV++fDl79+7ll19+caqs17LZbFx00UWsWbOGTz/9lN27d/PSSy85pvY6cOAAF154IVdeeSXbt2/nq6++YvXq1ScdvyxEXaqqNhjHLjou6dMmhBBN8Ntvv7Fjxw4efPBBx3SR2dnZDBo0CKDJSb3WrFlDUlISl19+OWBvwa/fvb8pU8f07t2bNWvWMG3aNKdtt8TUN6JzSElJQVVVevXq1eTPfP7555jNZubPn+94GPCf//yHyy67jJdffhmj0UhxcTGXXnopcXFxAI5pkQBHcqTactm9e3eee+45Hn30UWbOnNlgf9XV1bz22msUFxdz3nnnOZafd955PPzww47X9f+NzJ49Gx8fH7788kvHw6u607fOnDmT1157jSuuuAKA2NhYx4OGuv9mROewf/9+VFV1Kot19e7dm8LCQo4ePQrYezc9/vjjgL3crFmzhjfeeIMJEyawevVq1q9fT25urqPH4Kuvvsp3333HwoULueOOOwB7pXvevHl4eXkBcOONN7J8+fJGH2Kpqsry5cv5+eefuffeex3LPTw8+PDDDx1TgdX366+/sn79epKTkx3lu3v37o73X3zxRaZOncoDDzwA2OdEf/vttxkzZgzvvvsurq6uTT6GQoiOTyr2QghRT1VVFUeOHMFqtZKTk8PSpUt58cUXufTSS7npppvQ6/WMGDGCl156idjYWHJzc3nqqaeatO2ePXvyzTffcNlll6EoCk8//XSDFvSYmBj++OMPrrvuOkwmE926dWuwnf/7v//jmmuuYdCgQZx//vn873//45tvvnHKsC+6NvU0Zt9ITk5mwIABTi38o0aNwmazsXfvXs4991ySkpKYOHEiEyZM4Pzzz+eaa64hNDQUgG3btrFmzRqnyo3VasVsNlNRUeEYO/zYY4/x1FNPYTab8fT05KWXXnLK+XKqKZy2bt3KOeec06BHCth7HRw4cIBbb72V22+/3bHcYrE45l0WnVNTy/zIkSMbvK7t/r5t2zbKysoICAhwWqeystJpqEdMTIyjUg8QGhraYJjT4sWL8fT0pKamBpvNxg033OA0t3ZiYuIJK/VgL+cRERFOD63q2rZtG9u3b+ezzz5zLFNVFZvNRmpq6gkfdAghOiep2IvTkpaWRmxsLFu2bGHgwIGsXLmScePGUVhY2Gj3zvYiKSmJoqKidj+1k9DW0qVLCQ0NxWAw4Ofnx4ABA3j77beZNm2aoxv+Rx99xK233sqQIUNISEjgX//6FxdccMEpt/36669zyy23cPbZZ9OtWzcee+wxSkpKnNZ59tlnmT59OnFxcVRVVTV6szplyhTeeustXn31Ve6//35iY2OZO3cuY8eObZFjIDq+nj17oigKe/bsadHtzp07l/vuu4+lS5fy1Vdf8dRTT/HLL78wYsQIysrKmDVrlqOlvK66rYf/93//R1JSEp6engQHBzfIXdHY0IG66ne3rqs2H8CcOXM466yznN6r7cIsOpcePXqgKArJycmO3lB1JScn4+fn5+htdTJlZWWEhoY6pi6tq+79TVOGOY0bN453330XFxcXwsLCGiR/PJNyXhvr9OnTue+++xq8J7l8hOh6pGIv2p26N3heXl4kJCTw1FNPMXny5CZvo/6Dh1pvvfWWzCEvTmrevHnMmzfvlOv17t27QRbvumVr7NixjZa1mJgYfvvtN6dl9bOTjxgxwilRE9gfSiUlJTktu+uuu7jrrrtOGGNj+y8qKjrh+qJz8ff3Z+LEicyePZv77ruvQSWiqKiowYPY3r17M2/ePMrLyx3rr1mzBp1O50juBTBo0CAGDRrEE088wciRI/n8888ZMWIEgwcPZu/evfTo0eOksXXr1u2U65xM//79+fjjj6mpqWlQwQoODiYsLIyDBw8yderU096H6DgCAgKYMGEC77zzDg8++KBThfjIkSN89tln3HTTTY77i/qJI//8809H6/bgwYM5cuQIBoOBmJiYM4rLw8PjjMt5VlYW+/bta7TVfvDgwezevfuM9iGE6DwkeZ5oN+omlJk7dy7Z2dls3LiRUaNGcdVVV7Fjx44z3oePj0+77lEghBAtafbs2VitVoYPH86iRYvYv38/ycnJvP322w26IwNMnToVV1dXpk2bxs6dO1mxYgX33nsvN954I8HBwaSmpvLEE0+wbt060tPTWbZsGfv373dUiv7xj38wf/58Zs2axa5du0hOTubLL79s8lCVppoxYwYlJSVcd911bNy4kf379/PJJ5+wd+9ewD7W/8UXX+Ttt99m37597Nixg7lz5/L666+3aByi/fjPf/5DVVUVEydO5I8//iAzM5OlS5cyYcIEwsPDnYaHrFmzhn/961/s27eP2bNns2DBAu6//34Azj//fEaOHMmUKVNYtmwZaWlprF27lieffJKNGze26XcaM2YM5557LldeeSW//PILqampLFmyhKVLlwL2IS1r165lxowZbN26lf379/P9999L8jwhuiip2HdxCxcuJDEx0TGt0fnnn++YJuVMpwo61RQsjU1pVMvX19cxFdJzzz2HxWJhxYoVjveXLl3K6NGj8fX1JSAggEsvvdRp7FtsbCxgb1VSFMXRPbl2eplaY8eO5b777uPRRx/F39+fkJAQp/FvAHv27GH06NG4urrSp08ffv31VxRFke78Qoh2r3v37mzevJlx48bx8MMP069fPyZMmMDy5ct59913G6zv7u7Ozz//TEFBAcOGDeOqq65i/Pjx/Oc//3G8v2fPHsfUeXfccQf33HMP06dPB2DixIksXryYZcuWMWzYMEaMGMEbb7xBdHR0i36vgIAAfvvtN8rKyhgzZgxDhgxhzpw5jtb72267jQ8//JC5c+eSmJjImDFjmDdvnuPaIDqfnj17snHjRrp3784111xDXFwcd9xxB+PGjWPdunX4+/s71n344YfZuHEjgwYN4p///Cevv/46EydOBOy9Bn/66SfOPfdcbr75ZuLj47nuuutIT08nODi4zb/XokWLGDZsGNdffz19+vTh0UcfdSRX7d+/P7///jv79u3jnHPOYdCgQfzjH/8gLCyszeMUQrQDquiyDh8+rBoMBvX1119XU1NT1e3bt6uzZ89WS0tL1U8//VQNDQ1VFy1apB48eFBdtGiR6u/vr86bN09VVVVNTU1VAXXLli2qqqrqihUrVEAtLCxUVVVVU1JSVA8PD/WNN95Q9+3bp65Zs0YdNGiQmpSU5Nh/dHS06u3trb766qtqSkqKmpKSoqqqqgLqt99+q6qqqtbU1KhvvPGGCqjvvvuu47MLFy5UFy1apO7fv1/dsmWLetlll6mJiYmq1WpVVVVV169frwLqr7/+qmZnZ6v5+fmqqqrqtGnT1MmTJzu2M2bMGNXb21t95pln1H379qkff/yxqiiKumzZMlVVVdVisagJCQnqhAkT1K1bt6qrVq1Shw8f7hSjEEIIITqG6Oho9Y033tA6DCGEaHEyxr4Ly87OxmKxcMUVVzhaUxITE4EznyqoqVOw1J/SqNb111+PXq+nsrISm81GTEwM11xzjeP9K6+80mn9jz76iMDAQHbv3k2/fv0cCXICAgIICQk5aaz9+/d3TMPUs2dP/vOf/7B8+XImTJjAL7/8woEDB1i5cqVjO88//zwTJkw45TEQQgghhBBCiLYgXfG7sAEDBjB+/HgSExO5+uqrmTNnDoWFhU5TBXl6ejp+/vnPfzp1dz+Zbdu2MW/ePKfPT5w40TEFS60TTWn0xhtvsHXrVpYsWUKfPn348MMPnbrR7d+/n+uvv57u3bvj7e3tSHCTkZHR7OPQv39/p9d1p6zZu3cvkZGRTg8Hhg8f3ux9CCGEEEIIIURrkRb7Lkyv1/PLL7+wdu1ali1bxr///W+efPJJ/ve//wFnNlVQU6dgOdFULyEhIfTo0YMePXowd+5cLr74Ynbv3k1QUBAAl112GdHR0cyZM4ewsDBsNhv9+vVzSsDXVE2ZskYIIYQQHV9aWprWIQghRKuQin0XpygKo0aNYtSoUfzjH/8gOjqaNWvWnPFUQS05Bcvw4cMZMmQIzz//PG+99Rb5+fns3buXOXPmcM455wD2RH11ubi4ADgSzJyuhIQEMjMzycnJcSTN2bBhwxltUwghhBBCCCFaklTsu7C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DecisionTreeRegressor(random_state=1)
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" + "DecisionTreeRegressor(random_state=1)" ] }, + "execution_count": 7, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "plt=scatter_matrix(orig_auction_df,diagonal='kde',figsize=(12,7))\n", + "# a\n", "\n", - "# Combine open and close price" - ] - }, - { - "cell_type": "code", - "execution_count": 167, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " actual p(0) p(1) predicted\n", - "480 1 0.000000 1.000000 1\n", - "512 1 0.000000 1.000000 1\n", - "1664 1 0.000000 1.000000 1\n", - "1704 1 0.000000 1.000000 1\n", - "1963 1 0.000000 1.000000 1\n", - "... ... ... ... ...\n", - "1863 0 0.963370 0.036630 0\n", - "1960 0 0.979843 0.020157 0\n", - "1955 0 0.995957 0.004043 0\n", - "1952 0 0.996900 0.003100 0\n", - "1967 0 0.998912 0.001088 0\n", - "\n", - "[789 rows x 4 columns]\n", - "Classified Correctly: 76.1723700887199 %\n" - ] - } - ], - "source": [ - "# b\n", - "outcome = auction_df['Competitive?']\n", - "predictors = auction_df.drop('Competitive?',axis=1)\n", - "X = auction_df.drop(columns=['Competitive?'])\n", - "\n", - "\n", - "df_dummies=pd.get_dummies(predictors,drop_first=True)\n", - "#df_dummies.insert(0,'Intercept',[1]*len(df_dummies))\n", - "\n", - "train_X,valid_X,train_y,valid_y=train_test_split(df_dummies,outcome,test_size=0.40, random_state=1)\n", - "train_X_p = train_X\n", - "valid_X_p = valid_X\n", - "\n", - "\n", - "logit_full_p = LogisticRegression(penalty=\"l2\", C=1e42, solver='liblinear')\n", - "logit_full_p.fit(train_X, train_y)\n", - "\n", - "logit_reg_pred_p = logit_full_p.predict_proba(valid_X)\n", - "full_result_p = pd.DataFrame({'actual': valid_y, \n", - " 'p(0)': [p[0] for p in logit_reg_pred_p],\n", - " 'p(1)': [p[1] for p in logit_reg_pred_p],\n", - " 'predicted': logit_full_p.predict(valid_X)})\n", - "full_result_p = full_result_p.sort_values(by=['p(1)'], ascending=False)\n", - "print(full_result_p)\n", - "\n", - "num_corr = 0\n", - "total = 0\n", - "for index, row in full_result_p.iterrows(): \n", - " if (row['actual'] == row['predicted']):\n", - " num_corr += 1\n", - " total += 1\n", - " else:\n", - " total += 1\n", - "\n", - "inc_price_pctg = num_corr/total*100.00\n", - "\n", - "print(\"Classified Correctly:\", inc_price_pctg, \"%\")" - ] - }, - { - "cell_type": "code", - "execution_count": 130, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " actual p(0) p(1) predicted\n", - "1772 0 0.030589 0.969411 1\n", - "852 1 0.083026 0.916974 1\n", - "955 1 0.096801 0.903199 1\n", - "1836 1 0.097049 0.902951 1\n", - "1622 1 0.099306 0.900694 1\n", - "... ... ... ... ...\n", - "1081 1 0.910252 0.089748 0\n", - "348 0 0.910385 0.089615 0\n", - "1237 1 0.910617 0.089383 0\n", - "1955 0 0.940586 0.059414 0\n", - "1952 0 0.963785 0.036215 0\n", - "\n", - "[789 rows x 4 columns]\n", - "Classified Correctly: 63.37135614702155 %\n", - "When not including close price, the model is 1.202 times worse\n" - ] - } - ], - "source": [ - "# c\n", - "new_predictors = predictors.drop('ClosePrice',axis=1)\n", - "\n", - "df_dummies=pd.get_dummies(new_predictors,drop_first=True)\n", - "df_dummies.insert(0,'Intercept',[1]*len(df_dummies))\n", - "\n", - "train_X,valid_X,train_y,valid_y=train_test_split(df_dummies,outcome,test_size=0.40, random_state=1)\n", - "\n", - "logit_full = LogisticRegression(penalty=\"l2\", C=1e42, solver='liblinear')\n", - "logit_full.fit(train_X, train_y)\n", - "\n", - "logit_reg_pred = logit_full.predict_proba(valid_X)\n", - "full_result = pd.DataFrame({'actual': valid_y, \n", - " 'p(0)': [p[0] for p in logit_reg_pred],\n", - " 'p(1)': [p[1] for p in logit_reg_pred],\n", - " 'predicted': logit_full.predict(valid_X)})\n", - "full_result = full_result.sort_values(by=['p(1)'], ascending=False)\n", - "print(full_result)\n", - "\n", - "num_corr = 0\n", - "total = 0\n", - "for index, row in full_result.iterrows(): \n", - " if (row['actual'] == row['predicted']):\n", - " num_corr += 1\n", - " total += 1\n", - " else:\n", - " total += 1\n", - "\n", - "not_inc_price_pctg = num_corr/total*100.00\n", - "print(\"Classified Correctly:\", not_inc_price_pctg, \"%\")\n", - " \n", - "\n", - "print(\"When not including close price, the model is\", inc_price_pctg/not_inc_price_pctg, \"times worse\")" - ] - }, - { - "cell_type": "code", - "execution_count": 132, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "intercept -0.36315695612599685\n", - " sellerRating ClosePrice OpenPrice Category_Automotive \\\n", - "coeff -0.000046 0.088855 -0.105865 1.758587 \n", - "\n", - " Category_Books Category_Business/Industrial \\\n", - "coeff 0.557255 -0.08761 \n", - "\n", - " Category_Clothing/Accessories Category_Coins/Stamps \\\n", - "coeff 0.323714 -0.033867 \n", - "\n", - " Category_Collectibles Category_Computer ... Duration_3 Duration_5 \\\n", - "coeff 0.171399 -0.609743 ... 1.256207 -0.108202 \n", - "\n", - " Duration_7 Duration_10 endDay_Mon endDay_Sat endDay_Sun \\\n", - "coeff -0.186949 0.315695 0.280735 -0.612956 -0.468657 \n", - "\n", - " endDay_Thu endDay_Tue endDay_Wed \n", - "coeff -0.56343 -0.198906 -0.712514 \n", - "\n", - "[1 rows x 32 columns]\n" - ] - } - ], - "source": [ - "# d\n", - "print('intercept ', logit_full_p.intercept_[0])\n", - "print(pd.DataFrame({'coeff': logit_full_p.coef_[0]}, index=X.columns).transpose())\n" + "# create a regressor object\n", + "regTree = DecisionTreeRegressor(random_state = 1) \n", + " \n", + "# fit the regressor with X and Y data\n", + "regTree.fit(train_X, train_y)\n" ] }, { @@ -776,259 +463,2317 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Closing Price\n", - "The coefficient of closing price indicates that it has a positive effect on competitiveness. The coefficient is 0.089, which is considered statistically significant when using a p-value of 0.1." + "# i. Which appear to be the three or four most important car specifications for predicting the car’s price?\n", + " \n", + "Age 8.41058553e-01 \n", + "KM 5.89986658e-02\n", + "HP 5.55734179e-02\n", + "Met_Color 3.07059056e-03\n", + "Automatic 1.27158901e-03\n", + "CC 2.03786985e-03\n", + "Doors 4.24503831e-03\n", + "Tax 3.26629363e-03\n", + "Weight 3.03948295e-02 \n", + "Diesel Fuel 7.92420617e-05 \n", + "Petrol Fuel 3.91028035e-06\n" ] }, { "cell_type": "code", - "execution_count": 173, + "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Variables: sellerRating, ClosePrice, OpenPrice, currency_GBP, currency_US, Duration_3, Duration_5, Duration_7, Duration_10, Category_Automotive_1, Category_Books_1, Category_Business/Industrial_1, Category_Clothing/Accessories_1, Category_Coins/Stamps_1, Category_Collectibles_1, Category_Computer_1, Category_Electronics_1, Category_EverythingElse_1, Category_Health/Beauty_1, Category_Home/Garden_1, Category_Jewelry_1, Category_Music/Movie/Game_1, Category_Photography_1, Category_Pottery/Glass_1, Category_SportingGoods_1, Category_Toys/Hobbies_1, endDay_Mon_1, endDay_Sat_1, endDay_Sun_1, endDay_Thu_1, endDay_Tue_1, endDay_Wed_1\n", - "Start: score=1716.20, constant\n", - "Step: score=1676.05, add endDay_Mon_1\n", - "Step: score=1645.10, add ClosePrice\n", - "Step: score=1599.18, add OpenPrice\n", - "Step: score=1571.92, add Category_Health/Beauty_1\n", - "Step: score=1551.14, add currency_GBP\n", - "Step: score=1536.20, add Category_Coins/Stamps_1\n", - "Step: score=1524.50, add Category_Automotive_1\n", - "Step: score=1519.89, add Duration_5\n", - "Step: score=1515.38, add sellerRating\n", - "Step: score=1511.82, add Category_Clothing/Accessories_1\n", - "Step: score=1507.95, add Category_EverythingElse_1\n", - "Step: score=1505.33, add Category_Jewelry_1\n", - "Step: score=1503.52, add Category_Business/Industrial_1\n", - "Step: score=1501.89, add Category_SportingGoods_1\n", - "Step: score=1500.47, add Category_Pottery/Glass_1\n", - "Step: score=1500.47, unchanged None\n", - "['endDay_Mon_1', 'ClosePrice', 'OpenPrice', 'Category_Health/Beauty_1', 'currency_GBP', 'Category_Coins/Stamps_1', 'Category_Automotive_1', 'Duration_5', 'sellerRating', 'Category_Clothing/Accessories_1', 'Category_EverythingElse_1', 'Category_Jewelry_1', 'Category_Business/Industrial_1', 'Category_SportingGoods_1', 'Category_Pottery/Glass_1']\n", - "LinearRegression()\n" + "feat importance = [8.41058553e-01 5.89986658e-02 5.55734179e-02 3.07059056e-03\n", + " 1.27158901e-03 2.03786985e-03 4.24503831e-03 3.26629363e-03\n", + " 3.03948295e-02 7.92420617e-05 3.91028035e-06]\n", + "|--- Age <= 32.50\n", + "| |--- HP <= 113.00\n", + "| | |--- Age <= 21.00\n", + "| | | |--- Weight <= 1127.50\n", + "| | | | |--- KM <= 24172.50\n", + "| | | | | |--- KM <= 12828.50\n", + "| | | | | | |--- KM <= 113.00\n", + "| | | | | | | |--- Doors <= 4.50\n", + "| | | | | | | | |--- CC <= 1500.00\n", + "| | | | | | | | | |--- value: [17795.00]\n", + "| | | | | | | | |--- CC > 1500.00\n", + "| | | | | | | | | |--- value: [17900.00]\n", + "| | | | | | | |--- Doors > 4.50\n", + "| | | | | | | | |--- value: [18245.00]\n", + "| | | | | | |--- KM > 113.00\n", + "| | | | | | | |--- KM <= 3190.00\n", + "| | | | | | | | |--- value: [21125.00]\n", + "| | | | | | | |--- KM > 3190.00\n", + "| | | | | | | | |--- Age <= 16.50\n", + "| | | | | | | | | |--- KM <= 6577.50\n", + "| | | | | | | | | | |--- value: [17650.00]\n", + "| | | | | | | | | |--- KM > 6577.50\n", + "| | | | | | | | | | |--- Age <= 10.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- Age > 10.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | |--- Age > 16.50\n", + "| | | | | | | | | |--- value: [20750.00]\n", + "| | | | | |--- KM > 12828.50\n", + "| | | | | | |--- HP <= 103.50\n", + "| | | | | | | |--- Age <= 14.00\n", + "| | | | | | | | |--- Doors <= 4.00\n", + "| | | | | | | | | |--- value: [18500.00]\n", + "| | | | | | | | |--- Doors > 4.00\n", + "| | | | | | | | | |--- value: [18450.00]\n", + "| | | | | | | |--- Age > 14.00\n", + "| | | | | | | | |--- KM <= 18702.50\n", + "| | | | | | | | | |--- Weight <= 1105.00\n", + "| | | | | | | | | | |--- Doors <= 3.50\n", + "| | | | | | | | | | | |--- value: [16950.00]\n", + "| | | | | | | | | | |--- Doors > 3.50\n", + "| | | | | | | | | | | |--- value: [16868.00]\n", + "| | | | | | | | | |--- Weight > 1105.00\n", + "| | | | | | | | | | |--- value: [17200.00]\n", + "| | | | | | | | |--- KM > 18702.50\n", + "| | | | | | | | | |--- value: [16450.00]\n", + "| | | | | | |--- HP > 103.50\n", + "| | | | | | | |--- Weight <= 1110.00\n", + "| | | | | | | | |--- value: [18500.00]\n", + "| | | | | | | |--- Weight > 1110.00\n", + "| | | | | | | | |--- Weight <= 1117.50\n", + "| | | | | | | | | |--- value: [19500.00]\n", + "| | | | | | | | |--- Weight > 1117.50\n", + "| | | | | | | | | |--- value: [18990.00]\n", + "| | | | |--- KM > 24172.50\n", + "| | | | | |--- Weight <= 1102.50\n", + "| | | | | | |--- Tax <= 52.00\n", + "| | | | | | | |--- value: [15850.00]\n", + "| | | | | | |--- Tax > 52.00\n", + "| | | | | | | |--- value: [15950.00]\n", + "| | | | | |--- Weight > 1102.50\n", + "| | | | | | |--- KM <= 33813.50\n", + "| | | | | | | |--- value: [16250.00]\n", + "| | | | | | |--- KM > 33813.50\n", + "| | | | | | | |--- HP <= 103.50\n", + "| | | | | | | | |--- value: [16500.00]\n", + "| | | | | | | |--- HP > 103.50\n", + "| | | | | | | | |--- value: [16350.00]\n", + "| | | |--- Weight > 1127.50\n", + "| | | | |--- Age <= 13.50\n", + "| | | | | |--- KM <= 10920.50\n", + "| | | | | | |--- Age <= 10.00\n", + "| | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | |--- value: [22500.00]\n", + "| | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | |--- KM <= 2507.50\n", + "| | | | | | | | | |--- value: [21500.00]\n", + "| | | | | | | | |--- KM > 2507.50\n", + "| | | | | | | | | |--- value: [21950.00]\n", + "| | | | | | |--- Age > 10.00\n", + "| | | | | | | |--- value: [20500.00]\n", + "| | | | | |--- KM > 10920.50\n", + "| | | | | | |--- Age <= 10.50\n", + "| | | | | | | |--- value: [23750.00]\n", + "| | | | | | |--- Age > 10.50\n", + "| | | | | | | |--- value: [24500.00]\n", + "| | | | |--- Age > 13.50\n", + "| | | | | |--- Weight <= 1142.50\n", + "| | | | | | |--- KM <= 18654.00\n", + "| | | | | | | |--- value: [19950.00]\n", + "| | | | | | |--- KM > 18654.00\n", + "| | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | |--- KM <= 31691.50\n", + "| | | | | | | | | |--- value: [18450.00]\n", + "| | | | | | | | |--- KM > 31691.50\n", + "| | | | | | | | | |--- value: [16950.00]\n", + "| | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | |--- CC <= 1500.00\n", + "| | | | | | | | | |--- value: [17950.00]\n", + "| | | | | | | | |--- CC > 1500.00\n", + "| | | | | | | | | |--- value: [18950.00]\n", + "| | | | | |--- Weight > 1142.50\n", + "| | | | | | |--- HP <= 100.00\n", + "| | | | | | | |--- Age <= 19.50\n", + "| | | | | | | | |--- value: [19950.00]\n", + "| | | | | | | |--- Age > 19.50\n", + "| | | | | | | | |--- value: [19250.00]\n", + "| | | | | | |--- HP > 100.00\n", + "| | | | | | | |--- Doors <= 3.50\n", + "| | | | | | | | |--- value: [21950.00]\n", + "| | | | | | | |--- Doors > 3.50\n", + "| | | | | | | | |--- Doors <= 4.50\n", + "| | | | | | | | | |--- value: [20950.00]\n", + "| | | | | | | | |--- Doors > 4.50\n", + "| | | | | | | | | |--- value: [20500.00]\n", + "| | |--- Age > 21.00\n", + "| | | |--- Weight <= 1175.00\n", + "| | | | |--- HP <= 103.50\n", + "| | | | | |--- KM <= 36849.50\n", + "| | | | | | |--- Age <= 28.50\n", + "| | | | | | | |--- KM <= 32750.50\n", + "| | | | | | | | |--- KM <= 16208.50\n", + "| | | | | | | | | |--- value: [16650.00]\n", + "| | | | | | | | |--- KM > 16208.50\n", + "| | | | | | | | | |--- KM <= 31205.50\n", + "| | | | | | | | | | |--- KM <= 28353.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- KM > 28353.00\n", + "| | | | | | | | | | | |--- value: [15950.00]\n", + "| | | | | | | | | |--- KM > 31205.50\n", + "| | | | | | | | | | |--- value: [14950.00]\n", + "| | | | | | | |--- KM > 32750.50\n", + "| | | | | | | | |--- Age <= 24.50\n", + "| | | | | | | | | |--- value: [15750.00]\n", + "| | | | | | | | |--- Age > 24.50\n", + "| | | | | | | | | |--- value: [17950.00]\n", + "| | | | | | |--- Age > 28.50\n", + "| | | | | | | |--- Tax <= 52.00\n", + "| | | | | | | | |--- value: [12950.00]\n", + "| | | | | | | |--- Tax > 52.00\n", + "| | | | | | | | |--- Weight <= 1080.00\n", + "| | | | | | | | | |--- value: [12995.00]\n", + "| | | | | | | | |--- Weight > 1080.00\n", + "| | | | | | | | | |--- Doors <= 4.00\n", + "| | | | | | | | | | |--- value: [15750.00]\n", + "| | | | | | | | | |--- Doors > 4.00\n", + "| | | | | | | | | | |--- value: [14900.00]\n", + "| | | | | |--- KM > 36849.50\n", + "| | | | | | |--- Doors <= 4.00\n", + "| | | | | | | |--- KM <= 55029.50\n", + "| | | | | | | | |--- Fuel_Type_Diesel <= 0.50\n", + "| | | | | | | | | |--- value: [13950.00]\n", + "| | | | | | | | |--- Fuel_Type_Diesel > 0.50\n", + "| | | | | | | | | |--- KM <= 44348.50\n", + "| | | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | | |--- value: [13750.00]\n", + "| | | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | | |--- value: [13950.00]\n", + "| | | | | | | | | |--- KM > 44348.50\n", + "| | | | | | | | | | |--- value: [13500.00]\n", + "| | | | | | | |--- KM > 55029.50\n", + "| | | | | | | | |--- KM <= 72037.50\n", + "| | | | | | | | | |--- value: [12950.00]\n", + "| | | | | | | | |--- KM > 72037.50\n", + "| | | | | | | | | |--- value: [13750.00]\n", + "| | | | | | |--- Doors > 4.00\n", + "| | | | | | | |--- value: [15250.00]\n", + "| | | | |--- HP > 103.50\n", + "| | | | | |--- KM <= 44933.50\n", + "| | | | | | |--- Doors <= 4.00\n", + "| | | | | | | |--- Age <= 29.50\n", + "| | | | | | | | |--- KM <= 30335.00\n", + "| | | | | | | | | |--- Tax <= 52.00\n", + "| | | | | | | | | | |--- value: [16750.00]\n", + "| | | | | | | | | |--- Tax > 52.00\n", + "| | | | | | | | | | |--- KM <= 27131.50\n", + "| | | | | | | | | | | |--- value: [16250.00]\n", + "| | | | | | | | | | |--- KM > 27131.50\n", + "| | | | | | | | | | | |--- value: [15950.00]\n", + "| | | | | | | | |--- KM > 30335.00\n", + "| | | | | | | | | |--- Age <= 27.50\n", + "| | | | | | | | | | |--- value: [17495.00]\n", + "| | | | | | | | | |--- Age > 27.50\n", + "| | | | | | | | | | |--- value: [16950.00]\n", + "| | | | | | | |--- Age > 29.50\n", + "| | | | | | | | |--- value: [17950.00]\n", + "| | | | | | |--- Doors > 4.00\n", + "| | | | | | | |--- KM <= 35344.00\n", + "| | | | | | | | |--- KM <= 32252.00\n", + "| | | | | | | | | |--- Age <= 27.50\n", + "| | | | | | | | | | |--- value: [18450.00]\n", + "| | | | | | | | | |--- Age > 27.50\n", + "| | | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | | |--- value: [19950.00]\n", + "| | | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | | |--- value: [18950.00]\n", + "| | | | | | | | |--- KM > 32252.00\n", + "| | | | | | | | | |--- value: [17950.00]\n", + "| | | | | | | |--- KM > 35344.00\n", + "| | | | | | | | |--- KM <= 38063.50\n", + "| | | | | | | | | |--- value: [16500.00]\n", + "| | | | | | | | |--- KM > 38063.50\n", + "| | | | | | | | | |--- value: [15999.00]\n", + "| | | | | |--- KM > 44933.50\n", + "| | | | | | |--- Weight <= 1090.00\n", + "| | | | | | | |--- value: [13250.00]\n", + "| | | | | | |--- Weight > 1090.00\n", + "| | | | | | | |--- KM <= 52756.00\n", + "| | | | | | | | |--- value: [15500.00]\n", + "| | | | | | | |--- KM > 52756.00\n", + "| | | | | | | | |--- value: [15950.00]\n", + "| | | |--- Weight > 1175.00\n", + "| | | | |--- HP <= 100.00\n", + "| | | | | |--- KM <= 92125.00\n", + "| | | | | | |--- Weight <= 1262.50\n", + "| | | | | | | |--- Age <= 28.50\n", + "| | | | | | | | |--- value: [17950.00]\n", + "| | | | | | | |--- Age > 28.50\n", + "| | | | | | | | |--- value: [18600.00]\n", + "| | | | | | |--- Weight > 1262.50\n", + "| | | | | | | |--- value: [19000.00]\n", + "| | | | | |--- KM > 92125.00\n", + "| | | | | | |--- value: [16950.00]\n", + "| | | | |--- HP > 100.00\n", + "| | | | | |--- Tax <= 167.00\n", + "| | | | | | |--- value: [20500.00]\n", + "| | | | | |--- Tax > 167.00\n", + "| | | | | | |--- value: [22250.00]\n", + "| |--- HP > 113.00\n", + "| | |--- Age <= 5.50\n", + "| | | |--- KM <= 2000.50\n", + "| | | | |--- value: [32500.00]\n", + "| | | |--- KM > 2000.50\n", + "| | | | |--- value: [31000.00]\n", + "| | |--- Age > 5.50\n", + "| | | |--- Doors <= 4.00\n", + "| | | | |--- Age <= 25.00\n", + "| | | | | |--- value: [19950.00]\n", + "| | | | |--- Age > 25.00\n", + "| | | | | |--- KM <= 28500.00\n", + "| | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | |--- value: [22000.00]\n", + "| | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | |--- value: [21500.00]\n", + "| | | | | |--- KM > 28500.00\n", + "| | | | | | |--- KM <= 34065.50\n", + "| | | | | | | |--- value: [22750.00]\n", + "| | | | | | |--- KM > 34065.50\n", + "| | | | | | | |--- value: [22500.00]\n", + "| | | |--- Doors > 4.00\n", + "| | | | |--- KM <= 11626.50\n", + "| | | | | |--- value: [22950.00]\n", + "| | | | |--- KM > 11626.50\n", + "| | | | | |--- Tax <= 149.00\n", + "| | | | | | |--- Weight <= 1252.50\n", + "| | | | | | | |--- value: [23950.00]\n", + "| | | | | | |--- Weight > 1252.50\n", + "| | | | | | | |--- value: [23000.00]\n", + "| | | | | |--- Tax > 149.00\n", + "| | | | | | |--- value: [24950.00]\n", + "|--- Age > 32.50\n", + "| |--- Age <= 56.50\n", + "| | |--- Age <= 44.50\n", + "| | | |--- KM <= 130667.50\n", + "| | | | |--- Weight <= 1027.50\n", + "| | | | | |--- Doors <= 4.00\n", + "| | | | | | |--- KM <= 28817.00\n", + "| | | | | | | |--- Age <= 38.00\n", + "| | | | | | | | |--- KM <= 22957.50\n", + "| | | | | | | | | |--- value: [10950.00]\n", + "| | | | | | | | |--- KM > 22957.50\n", + "| | | | | | | | | |--- value: [11500.00]\n", + "| | | | | | | |--- Age > 38.00\n", + "| | | | | | | | |--- value: [11950.00]\n", + "| | | | | | |--- KM > 28817.00\n", + "| | | | | | | |--- Age <= 43.00\n", + "| | | | | | | | |--- KM <= 37160.00\n", + "| | | | | | | | | |--- KM <= 35311.50\n", + "| | | | | | | | | | |--- value: [10950.00]\n", + "| | | | | | | | | |--- KM > 35311.50\n", + "| | | | | | | | | | |--- value: [9900.00]\n", + "| | | | | | | | |--- KM > 37160.00\n", + "| | | | | | | | | |--- KM <= 41784.50\n", + "| | | | | | | | | | |--- KM <= 37699.00\n", + "| | | | | | | | | | | |--- value: [10950.00]\n", + "| | | | | | | | | | |--- KM > 37699.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | |--- KM > 41784.50\n", + "| | | | | | | | | | |--- KM <= 60227.00\n", + "| | | | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | | | | | |--- KM > 60227.00\n", + "| | | | | | | | | | | |--- value: [10950.00]\n", + "| | | | | | | |--- Age > 43.00\n", + "| | | | | | | | |--- KM <= 69148.50\n", + "| | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | |--- value: [11925.00]\n", + "| | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | |--- value: [11750.00]\n", + "| | | | | | | | |--- KM > 69148.50\n", + "| | | | | | | | | |--- value: [10950.00]\n", + "| | | | | |--- Doors > 4.00\n", + "| | | | | | |--- value: [12750.00]\n", + "| | | | |--- Weight > 1027.50\n", + "| | | | | |--- KM <= 48571.00\n", + "| | | | | | |--- CC <= 1350.00\n", + "| | | | | | | |--- value: [10500.00]\n", + "| | | | | | |--- CC > 1350.00\n", + "| | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | |--- KM <= 30314.50\n", + "| | | | | | | | | |--- value: [14950.00]\n", + "| | | | | | | | |--- KM > 30314.50\n", + "| | | | | | | | | |--- Weight <= 1042.50\n", + "| | | | | | | | | | |--- KM <= 44224.00\n", + "| | | | | | | | | | | |--- value: [10950.00]\n", + "| | | | | | | | | | |--- KM > 44224.00\n", + "| | | | | | | | | | | |--- value: [11495.00]\n", + "| | | | | | | | | |--- Weight > 1042.50\n", + "| | | | | | | | | | |--- Doors <= 3.50\n", + "| | | | | | | | | | | |--- value: [12200.00]\n", + "| | | | | | | | | | |--- Doors > 3.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | |--- Weight <= 1057.50\n", + "| | | | | | | | | |--- Weight <= 1042.50\n", + "| | | | | | | | | | |--- Doors <= 4.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 5\n", + "| | | | | | | | | | |--- Doors > 4.50\n", + "| | | | | | | | | | | |--- value: [14350.00]\n", + "| | | | | | | | | |--- Weight > 1042.50\n", + "| | | | | | | | | | |--- Weight <= 1050.00\n", + "| | | | | | | | | | | |--- value: [14950.00]\n", + "| | | | | | | | | | |--- Weight > 1050.00\n", + "| | | | | | | | | | | |--- value: [14990.00]\n", + "| | | | | | | | |--- Weight > 1057.50\n", + "| | | | | | | | | |--- Weight <= 1077.50\n", + "| | | | | | | | | | |--- Tax <= 52.00\n", + "| | | | | | | | | | | |--- value: [13950.00]\n", + "| | | | | | | | | | |--- Tax > 52.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 8\n", + "| | | | | | | | | |--- Weight > 1077.50\n", + "| | | | | | | | | | |--- KM <= 42029.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | | | | |--- KM > 42029.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | |--- KM > 48571.00\n", + "| | | | | | |--- Tax <= 203.50\n", + "| | | | | | | |--- Automatic <= 0.50\n", + "| | | | | | | | |--- Tax <= 44.00\n", + "| | | | | | | | | |--- value: [9940.00]\n", + "| | | | | | | | |--- Tax > 44.00\n", + "| | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | |--- Weight <= 1045.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- Weight > 1045.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | |--- KM <= 88422.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 8\n", + "| | | | | | | | | | |--- KM > 88422.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | |--- Automatic > 0.50\n", + "| | | | | | | | |--- KM <= 68838.50\n", + "| | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | |--- value: [13950.00]\n", + "| | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | |--- value: [14950.00]\n", + "| | | | | | | | |--- KM > 68838.50\n", + "| | | | | | | | | |--- value: [11790.00]\n", + "| | | | | | |--- Tax > 203.50\n", + "| | | | | | | |--- KM <= 93477.50\n", + "| | | | | | | | |--- value: [13500.00]\n", + "| | | | | | | |--- KM > 93477.50\n", + "| | | | | | | | |--- value: [14750.00]\n", + "| | | |--- KM > 130667.50\n", + "| | | | |--- Tax <= 137.00\n", + "| | | | | |--- value: [4750.00]\n", + "| | | | |--- Tax > 137.00\n", + "| | | | | |--- value: [9500.00]\n", + "| | |--- Age > 44.50\n", + "| | | |--- HP <= 79.00\n", + "| | | | |--- KM <= 108507.50\n", + "| | | | | |--- Age <= 50.50\n", + "| | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | |--- value: [10995.00]\n", + "| | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | |--- KM <= 84270.00\n", + "| | | | | | | | |--- Weight <= 1122.50\n", + "| | | | | | | | | |--- value: [8695.00]\n", + "| | | | | | | | |--- Weight > 1122.50\n", + "| | | | | | | | | |--- value: [8750.00]\n", + "| | | | | | | |--- KM > 84270.00\n", + "| | | | | | | | |--- value: [8950.00]\n", + "| | | | | |--- Age > 50.50\n", + "| | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | |--- Weight <= 1127.50\n", + "| | | | | | | | |--- value: [9950.00]\n", + "| | | | | | | |--- Weight > 1127.50\n", + "| | | | | | | | |--- value: [10950.00]\n", + "| | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | |--- value: [11450.00]\n", + "| | | | |--- KM > 108507.50\n", + "| | | | | |--- Age <= 55.00\n", + "| | | | | | |--- KM <= 161734.00\n", + "| | | | | | | |--- Age <= 52.50\n", + "| | | | | | | | |--- Tax <= 124.50\n", + "| | | | | | | | | |--- value: [7750.00]\n", + "| | | | | | | | |--- Tax > 124.50\n", + "| | | | | | | | | |--- value: [8250.00]\n", + "| | | | | | | |--- Age > 52.50\n", + "| | | | | | | | |--- KM <= 128153.50\n", + "| | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | | | |--- KM > 128153.50\n", + "| | | | | | | | | |--- Doors <= 4.50\n", + "| | | | | | | | | | |--- value: [9450.00]\n", + "| | | | | | | | | |--- Doors > 4.50\n", + "| | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | |--- KM > 161734.00\n", + "| | | | | | | |--- KM <= 175069.50\n", + "| | | | | | | | |--- value: [7750.00]\n", + "| | | | | | | |--- KM > 175069.50\n", + "| | | | | | | | |--- KM <= 187083.50\n", + "| | | | | | | | | |--- value: [7000.00]\n", + "| | | | | | | | |--- KM > 187083.50\n", + "| | | | | | | | | |--- Age <= 52.00\n", + "| | | | | | | | | | |--- value: [6400.00]\n", + "| | | | | | | | | |--- Age > 52.00\n", + "| | | | | | | | | | |--- value: [6500.00]\n", + "| | | | | |--- Age > 55.00\n", + "| | | | | | |--- value: [5150.00]\n", + "| | | |--- HP > 79.00\n", + "| | | | |--- Weight <= 1042.50\n", + "| | | | | |--- KM <= 88737.00\n", + "| | | | | | |--- Doors <= 3.50\n", + "| | | | | | | |--- Age <= 47.50\n", + "| | | | | | | | |--- KM <= 53657.00\n", + "| | | | | | | | | |--- KM <= 32560.50\n", + "| | | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | | | | |--- KM > 32560.50\n", + "| | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | | |--- KM > 53657.00\n", + "| | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | | |--- Age > 47.50\n", + "| | | | | | | | |--- Age <= 50.50\n", + "| | | | | | | | | |--- HP <= 91.50\n", + "| | | | | | | | | | |--- value: [11950.00]\n", + "| | | | | | | | | |--- HP > 91.50\n", + "| | | | | | | | | | |--- KM <= 33444.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- KM > 33444.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 5\n", + "| | | | | | | | |--- Age > 50.50\n", + "| | | | | | | | | |--- KM <= 73250.00\n", + "| | | | | | | | | | |--- KM <= 54961.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 6\n", + "| | | | | | | | | | |--- KM > 54961.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 5\n", + "| | | | | | | | | |--- KM > 73250.00\n", + "| | | | | | | | | | |--- Age <= 55.50\n", + "| | | | | | | | | | | |--- value: [10250.00]\n", + "| | | | | | | | | | |--- Age > 55.50\n", + "| | | | | | | | | | | |--- value: [11450.00]\n", + "| | | | | | |--- Doors > 3.50\n", + "| | | | | | | |--- KM <= 46239.00\n", + "| | | | | | | | |--- Age <= 53.50\n", + "| | | | | | | | | |--- value: [10500.00]\n", + "| | | | | | | | |--- Age > 53.50\n", + "| | | | | | | | | |--- value: [10995.00]\n", + "| | | | | | | |--- KM > 46239.00\n", + "| | | | | | | | |--- KM <= 63379.00\n", + "| | | | | | | | | |--- KM <= 50974.50\n", + "| | | | | | | | | | |--- value: [11750.00]\n", + "| | | | | | | | | |--- KM > 50974.50\n", + "| | | | | | | | | | |--- value: [11950.00]\n", + "| | | | | | | | |--- KM > 63379.00\n", + "| | | | | | | | | |--- Age <= 53.50\n", + "| | | | | | | | | | |--- value: [9930.00]\n", + "| | | | | | | | | |--- Age > 53.50\n", + "| | | | | | | | | | |--- KM <= 74497.50\n", + "| | | | | | | | | | | |--- value: [10950.00]\n", + "| | | | | | | | | | |--- KM > 74497.50\n", + "| | | | | | | | | | | |--- value: [11950.00]\n", + "| | | | | |--- KM > 88737.00\n", + "| | | | | | |--- Age <= 54.00\n", + "| | | | | | | |--- Weight <= 1030.00\n", + "| | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | |--- Weight > 1030.00\n", + "| | | | | | | | |--- value: [7900.00]\n", + "| | | | | | |--- Age > 54.00\n", + "| | | | | | | |--- value: [10500.00]\n", + "| | | | |--- Weight > 1042.50\n", + "| | | | | |--- KM <= 2655.00\n", + "| | | | | | |--- value: [7500.00]\n", + "| | | | | |--- KM > 2655.00\n", + "| | | | | | |--- KM <= 49768.50\n", + "| | | | | | | |--- KM <= 49520.50\n", + "| | | | | | | | |--- CC <= 1350.00\n", + "| | | | | | | | | |--- value: [13750.00]\n", + "| | | | | | | | |--- CC > 1350.00\n", + "| | | | | | | | | |--- HP <= 103.50\n", + "| | | | | | | | | | |--- Tax <= 52.00\n", + "| | | | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | | | | | |--- Tax > 52.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 5\n", + "| | | | | | | | | |--- HP > 103.50\n", + "| | | | | | | | | | |--- KM <= 46145.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 6\n", + "| | | | | | | | | | |--- KM > 46145.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | |--- KM > 49520.50\n", + "| | | | | | | | |--- value: [18950.00]\n", + "| | | | | | |--- KM > 49768.50\n", + "| | | | | | | |--- KM <= 121770.00\n", + "| | | | | | | | |--- KM <= 50184.50\n", + "| | | | | | | | | |--- value: [9650.00]\n", + "| | | | | | | | |--- KM > 50184.50\n", + "| | | | | | | | | |--- CC <= 1800.00\n", + "| | | | | | | | | | |--- KM <= 101388.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 11\n", + "| | | | | | | | | | |--- KM > 101388.50\n", + "| | | | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | | | | |--- CC > 1800.00\n", + "| | | | | | | | | | |--- value: [12450.00]\n", + "| | | | | | | |--- KM > 121770.00\n", + "| | | | | | | | |--- Age <= 48.50\n", + "| | | | | | | | | |--- value: [9250.00]\n", + "| | | | | | | | |--- Age > 48.50\n", + "| | | | | | | | | |--- Weight <= 1077.50\n", + "| | | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | | | | |--- Weight > 1077.50\n", + "| | | | | | | | | | |--- value: [9900.00]\n", + "| |--- Age > 56.50\n", + "| | |--- Age <= 68.50\n", + "| | | |--- KM <= 115857.50\n", + "| | | | |--- Weight <= 1017.50\n", + "| | | | | |--- KM <= 57279.50\n", + "| | | | | | |--- KM <= 32717.50\n", + "| | | | | | | |--- Weight <= 1007.50\n", + "| | | | | | | | |--- value: [9450.00]\n", + "| | | | | | | |--- Weight > 1007.50\n", + "| | | | | | | | |--- KM <= 25089.00\n", + "| | | | | | | | | |--- value: [9500.00]\n", + "| | | | | | | | |--- KM > 25089.00\n", + "| | | | | | | | | |--- KM <= 29794.00\n", + "| | | | | | | | | | |--- value: [10000.00]\n", + "| | | | | | | | | |--- KM > 29794.00\n", + "| | | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | |--- KM > 32717.50\n", + "| | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | |--- KM <= 48490.00\n", + "| | | | | | | | | |--- Tax <= 44.00\n", + "| | | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | | | | |--- Tax > 44.00\n", + "| | | | | | | | | | |--- value: [9995.00]\n", + "| | | | | | | | |--- KM > 48490.00\n", + "| | | | | | | | | |--- Age <= 62.50\n", + "| | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | | | |--- Age > 62.50\n", + "| | | | | | | | | | |--- value: [9250.00]\n", + "| | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | |--- Age <= 66.50\n", + "| | | | | | | | | |--- KM <= 35641.50\n", + "| | | | | | | | | | |--- value: [9250.00]\n", + "| | | | | | | | | |--- KM > 35641.50\n", + "| | | | | | | | | | |--- KM <= 38000.00\n", + "| | | | | | | | | | | |--- value: [8250.00]\n", + "| | | | | | | | | | |--- KM > 38000.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | | |--- Age > 66.50\n", + "| | | | | | | | | |--- value: [7900.00]\n", + "| | | | | |--- KM > 57279.50\n", + "| | | | | | |--- KM <= 59632.00\n", + "| | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | |--- value: [7500.00]\n", + "| | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | |--- value: [7750.00]\n", + "| | | | | | |--- KM > 59632.00\n", + "| | | | | | | |--- KM <= 64132.00\n", + "| | | | | | | | |--- Age <= 65.50\n", + "| | | | | | | | | |--- KM <= 60988.50\n", + "| | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | | | |--- KM > 60988.50\n", + "| | | | | | | | | | |--- value: [8500.00]\n", + "| | | | | | | | |--- Age > 65.50\n", + "| | | | | | | | | |--- value: [9500.00]\n", + "| | | | | | | |--- KM > 64132.00\n", + "| | | | | | | | |--- KM <= 89686.50\n", + "| | | | | | | | | |--- KM <= 77542.00\n", + "| | | | | | | | | | |--- KM <= 74944.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | | | | |--- KM > 74944.50\n", + "| | | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | | | |--- KM > 77542.00\n", + "| | | | | | | | | | |--- Age <= 65.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | | | | |--- Age > 65.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | |--- KM > 89686.50\n", + "| | | | | | | | | |--- KM <= 92327.00\n", + "| | | | | | | | | | |--- value: [8750.00]\n", + "| | | | | | | | | |--- KM > 92327.00\n", + "| | | | | | | | | | |--- Doors <= 3.50\n", + "| | | | | | | | | | | |--- value: [8450.00]\n", + "| | | | | | | | | | |--- Doors > 3.50\n", + "| | | | | | | | | | | |--- value: [8750.00]\n", + "| | | | |--- Weight > 1017.50\n", + "| | | | | |--- Weight <= 1060.00\n", + "| | | | | | |--- KM <= 50556.00\n", + "| | | | | | | |--- Age <= 62.50\n", + "| | | | | | | | |--- KM <= 42607.00\n", + "| | | | | | | | | |--- Automatic <= 0.50\n", + "| | | | | | | | | | |--- KM <= 36055.50\n", + "| | | | | | | | | | | |--- value: [10900.00]\n", + "| | | | | | | | | | |--- KM > 36055.50\n", + "| | | | | | | | | | | |--- value: [10950.00]\n", + "| | | | | | | | | |--- Automatic > 0.50\n", + "| | | | | | | | | | |--- value: [10750.00]\n", + "| | | | | | | | |--- KM > 42607.00\n", + "| | | | | | | | | |--- Doors <= 3.50\n", + "| | | | | | | | | | |--- KM <= 45964.50\n", + "| | | | | | | | | | | |--- value: [9750.00]\n", + "| | | | | | | | | | |--- KM > 45964.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | |--- Doors > 3.50\n", + "| | | | | | | | | | |--- HP <= 98.00\n", + "| | | | | | | | | | | |--- value: [10500.00]\n", + "| | | | | | | | | | |--- HP > 98.00\n", + "| | | | | | | | | | | |--- value: [10450.00]\n", + "| | | | | | | |--- Age > 62.50\n", + "| | | | | | | | |--- KM <= 33557.00\n", + "| | | | | | | | | |--- Age <= 66.50\n", + "| | | | | | | | | | |--- KM <= 27917.50\n", + "| | | | | | | | | | | |--- value: [9245.00]\n", + "| | | | | | | | | | |--- KM > 27917.50\n", + "| | | | | | | | | | | |--- value: [10450.00]\n", + "| | | | | | | | | |--- Age > 66.50\n", + "| | | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | | |--- value: [10500.00]\n", + "| | | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | |--- KM > 33557.00\n", + "| | | | | | | | | |--- KM <= 46750.00\n", + "| | | | | | | | | | |--- KM <= 38033.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- KM > 38033.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | | | |--- KM > 46750.00\n", + "| | | | | | | | | | |--- CC <= 1450.00\n", + "| | | | | | | | | | | |--- value: [10495.00]\n", + "| | | | | | | | | | |--- CC > 1450.00\n", + "| | | | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | |--- KM > 50556.00\n", + "| | | | | | | |--- KM <= 86879.50\n", + "| | | | | | | | |--- KM <= 54739.00\n", + "| | | | | | | | | |--- Doors <= 4.50\n", + "| | | | | | | | | | |--- KM <= 52758.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- KM > 52758.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | |--- Doors > 4.50\n", + "| | | | | | | | | | |--- value: [7350.00]\n", + "| | | | | | | | |--- KM > 54739.00\n", + "| | | | | | | | | |--- Doors <= 4.50\n", + "| | | | | | | | | | |--- Age <= 63.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 6\n", + "| | | | | | | | | | |--- Age > 63.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 7\n", + "| | | | | | | | | |--- Doors > 4.50\n", + "| | | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 5\n", + "| | | | | | | |--- KM > 86879.50\n", + "| | | | | | | | |--- Weight <= 1037.50\n", + "| | | | | | | | | |--- Age <= 62.00\n", + "| | | | | | | | | | |--- Weight <= 1027.50\n", + "| | | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | | | | |--- Weight > 1027.50\n", + "| | | | | | | | | | | |--- value: [8750.00]\n", + "| | | | | | | | | |--- Age > 62.00\n", + "| | | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | | |--- value: [9250.00]\n", + "| | | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | |--- Weight > 1037.50\n", + "| | | | | | | | | |--- Automatic <= 0.50\n", + "| | | | | | | | | | |--- KM <= 106018.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 8\n", + "| | | | | | | | | | |--- KM > 106018.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | |--- Automatic > 0.50\n", + "| | | | | | | | | | |--- value: [9750.00]\n", + "| | | | | |--- Weight > 1060.00\n", + "| | | | | | |--- KM <= 98074.00\n", + "| | | | | | | |--- KM <= 28317.00\n", + "| | | | | | | | |--- Automatic <= 0.50\n", + "| | | | | | | | | |--- value: [10950.00]\n", + "| | | | | | | | |--- Automatic > 0.50\n", + "| | | | | | | | | |--- value: [12500.00]\n", + "| | | | | | | |--- KM > 28317.00\n", + "| | | | | | | | |--- Age <= 67.50\n", + "| | | | | | | | | |--- Weight <= 1080.00\n", + "| | | | | | | | | | |--- Age <= 66.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 12\n", + "| | | | | | | | | | |--- Age > 66.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 5\n", + "| | | | | | | | | |--- Weight > 1080.00\n", + "| | | | | | | | | | |--- Age <= 60.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | | | | |--- Age > 60.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 7\n", + "| | | | | | | | |--- Age > 67.50\n", + "| | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | |--- Weight <= 1072.50\n", + "| | | | | | | | | | | |--- value: [7750.00]\n", + "| | | | | | | | | | |--- Weight > 1072.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | |--- KM <= 58583.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- KM > 58583.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | |--- KM > 98074.00\n", + "| | | | | | | |--- Tax <= 52.00\n", + "| | | | | | | | |--- value: [8250.00]\n", + "| | | | | | | |--- Tax > 52.00\n", + "| | | | | | | | |--- Age <= 59.50\n", + "| | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | | | |--- Age > 59.50\n", + "| | | | | | | | | |--- KM <= 111484.50\n", + "| | | | | | | | | | |--- Weight <= 1087.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 5\n", + "| | | | | | | | | | |--- Weight > 1087.50\n", + "| | | | | | | | | | | |--- value: [9895.00]\n", + "| | | | | | | | | |--- KM > 111484.50\n", + "| | | | | | | | | | |--- Tax <= 141.00\n", + "| | | | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | | | | | |--- Tax > 141.00\n", + "| | | | | | | | | | | |--- value: [9450.00]\n", + "| | | |--- KM > 115857.50\n", + "| | | | |--- KM <= 138378.00\n", + "| | | | | |--- KM <= 117782.00\n", + "| | | | | | |--- KM <= 116500.00\n", + "| | | | | | | |--- value: [8000.00]\n", + "| | | | | | |--- KM > 116500.00\n", + "| | | | | | | |--- Fuel_Type_Petrol <= 0.50\n", + "| | | | | | | | |--- value: [6950.00]\n", + "| | | | | | | |--- Fuel_Type_Petrol > 0.50\n", + "| | | | | | | | |--- value: [7250.00]\n", + "| | | | | |--- KM > 117782.00\n", + "| | | | | | |--- Weight <= 1057.50\n", + "| | | | | | | |--- KM <= 125948.00\n", + "| | | | | | | | |--- Doors <= 4.50\n", + "| | | | | | | | | |--- value: [7950.00]\n", + "| | | | | | | | |--- Doors > 4.50\n", + "| | | | | | | | | |--- value: [7995.00]\n", + "| | | | | | | |--- KM > 125948.00\n", + "| | | | | | | | |--- value: [7750.00]\n", + "| | | | | | |--- Weight > 1057.50\n", + "| | | | | | | |--- Weight <= 1117.50\n", + "| | | | | | | | |--- Doors <= 4.50\n", + "| | | | | | | | | |--- Automatic <= 0.50\n", + "| | | | | | | | | | |--- value: [8750.00]\n", + "| | | | | | | | | |--- Automatic > 0.50\n", + "| | | | | | | | | | |--- value: [8600.00]\n", + "| | | | | | | | |--- Doors > 4.50\n", + "| | | | | | | | | |--- Age <= 67.00\n", + "| | | | | | | | | | |--- value: [9450.00]\n", + "| | | | | | | | | |--- Age > 67.00\n", + "| | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | |--- Weight > 1117.50\n", + "| | | | | | | | |--- KM <= 132600.00\n", + "| | | | | | | | | |--- Age <= 61.50\n", + "| | | | | | | | | | |--- value: [7500.00]\n", + "| | | | | | | | | |--- Age > 61.50\n", + "| | | | | | | | | | |--- value: [7950.00]\n", + "| | | | | | | | |--- KM > 132600.00\n", + "| | | | | | | | | |--- Weight <= 1127.50\n", + "| | | | | | | | | | |--- value: [7950.00]\n", + "| | | | | | | | | |--- Weight > 1127.50\n", + "| | | | | | | | | | |--- value: [8950.00]\n", + "| | | | |--- KM > 138378.00\n", + "| | | | | |--- HP <= 100.00\n", + "| | | | | | |--- Doors <= 3.50\n", + "| | | | | | | |--- KM <= 183542.00\n", + "| | | | | | | | |--- KM <= 147944.00\n", + "| | | | | | | | | |--- KM <= 139984.00\n", + "| | | | | | | | | | |--- value: [6900.00]\n", + "| | | | | | | | | |--- KM > 139984.00\n", + "| | | | | | | | | | |--- value: [7350.00]\n", + "| | | | | | | | |--- KM > 147944.00\n", + "| | | | | | | | | |--- Weight <= 1065.00\n", + "| | | | | | | | | | |--- value: [6950.00]\n", + "| | | | | | | | | |--- Weight > 1065.00\n", + "| | | | | | | | | | |--- value: [6900.00]\n", + "| | | | | | | |--- KM > 183542.00\n", + "| | | | | | | | |--- KM <= 197575.00\n", + "| | | | | | | | | |--- value: [7500.00]\n", + "| | | | | | | | |--- KM > 197575.00\n", + "| | | | | | | | | |--- value: [7900.00]\n", + "| | | | | | |--- Doors > 3.50\n", + "| | | | | | | |--- Age <= 63.00\n", + "| | | | | | | | |--- Age <= 58.50\n", + "| | | | | | | | | |--- value: [6950.00]\n", + "| | | | | | | | |--- Age > 58.50\n", + "| | | | | | | | | |--- value: [6900.00]\n", + "| | | | | | | |--- Age > 63.00\n", + "| | | | | | | | |--- Weight <= 1117.50\n", + "| | | | | | | | | |--- HP <= 79.00\n", + "| | | | | | | | | | |--- value: [5751.00]\n", + "| | | | | | | | | |--- HP > 79.00\n", + "| | | | | | | | | | |--- value: [5950.00]\n", + "| | | | | | | | |--- Weight > 1117.50\n", + "| | | | | | | | | |--- value: [6250.00]\n", + "| | | | | |--- HP > 100.00\n", + "| | | | | | |--- Weight <= 1057.50\n", + "| | | | | | | |--- value: [7950.00]\n", + "| | | | | | |--- Weight > 1057.50\n", + "| | | | | | | |--- value: [8450.00]\n", + "| | |--- Age > 68.50\n", + "| | | |--- KM <= 100859.50\n", + "| | | | |--- Weight <= 1067.50\n", + "| | | | | |--- KM <= 48613.50\n", + "| | | | | | |--- KM <= 46453.50\n", + "| | | | | | | |--- Age <= 72.50\n", + "| | | | | | | | |--- KM <= 16966.00\n", + "| | | | | | | | | |--- value: [7250.00]\n", + "| | | | | | | | |--- KM > 16966.00\n", + "| | | | | | | | | |--- KM <= 19772.00\n", + "| | | | | | | | | | |--- KM <= 18008.00\n", + "| | | | | | | | | | | |--- value: [8500.00]\n", + "| | | | | | | | | | |--- KM > 18008.00\n", + "| | | | | | | | | | | |--- value: [10845.00]\n", + "| | | | | | | | | |--- KM > 19772.00\n", + "| | | | | | | | | | |--- Weight <= 1035.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- Weight > 1035.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | |--- Age > 72.50\n", + "| | | | | | | | |--- Automatic <= 0.50\n", + "| | | | | | | | | |--- KM <= 45458.50\n", + "| | | | | | | | | | |--- KM <= 39056.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- KM > 39056.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | |--- KM > 45458.50\n", + "| | | | | | | | | | |--- value: [8500.00]\n", + "| | | | | | | | |--- Automatic > 0.50\n", + "| | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | |--- value: [8500.00]\n", + "| | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | |--- KM > 46453.50\n", + "| | | | | | | |--- value: [10500.00]\n", + "| | | | | |--- KM > 48613.50\n", + "| | | | | | |--- Weight <= 1025.00\n", + "| | | | | | | |--- KM <= 56607.00\n", + "| | | | | | | | |--- Age <= 78.00\n", + "| | | | | | | | | |--- value: [7750.00]\n", + "| | | | | | | | |--- Age > 78.00\n", + "| | | | | | | | | |--- value: [9500.00]\n", + "| | | | | | | |--- KM > 56607.00\n", + "| | | | | | | | |--- Weight <= 1007.50\n", + "| | | | | | | | | |--- Age <= 74.50\n", + "| | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | | | |--- Age > 74.50\n", + "| | | | | | | | | | |--- value: [7750.00]\n", + "| | | | | | | | |--- Weight > 1007.50\n", + "| | | | | | | | | |--- Tax <= 44.00\n", + "| | | | | | | | | | |--- value: [5950.00]\n", + "| | | | | | | | | |--- Tax > 44.00\n", + "| | | | | | | | | | |--- KM <= 71581.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- KM > 71581.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 6\n", + "| | | | | | |--- Weight > 1025.00\n", + "| | | | | | | |--- Age <= 71.50\n", + "| | | | | | | | |--- KM <= 82181.50\n", + "| | | | | | | | | |--- KM <= 52904.50\n", + "| | | | | | | | | | |--- value: [8750.00]\n", + "| | | | | | | | | |--- KM > 52904.50\n", + "| | | | | | | | | | |--- HP <= 98.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- HP > 98.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 5\n", + "| | | | | | | | |--- KM > 82181.50\n", + "| | | | | | | | | |--- HP <= 98.00\n", + "| | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | | | |--- HP > 98.00\n", + "| | | | | | | | | | |--- Weight <= 1042.50\n", + "| | | | | | | | | | | |--- value: [7950.00]\n", + "| | | | | | | | | | |--- Weight > 1042.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | |--- Age > 71.50\n", + "| | | | | | | | |--- KM <= 64653.50\n", + "| | | | | | | | | |--- KM <= 51263.50\n", + "| | | | | | | | | | |--- value: [7500.00]\n", + "| | | | | | | | | |--- KM > 51263.50\n", + "| | | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 7\n", + "| | | | | | | | |--- KM > 64653.50\n", + "| | | | | | | | | |--- CC <= 1450.00\n", + "| | | | | | | | | | |--- KM <= 73188.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- KM > 73188.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | |--- CC > 1450.00\n", + "| | | | | | | | | | |--- KM <= 70081.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | | | | |--- KM > 70081.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 9\n", + "| | | | |--- Weight > 1067.50\n", + "| | | | | |--- Weight <= 1109.50\n", + "| | | | | | |--- Weight <= 1077.50\n", + "| | | | | | | |--- KM <= 93453.50\n", + "| | | | | | | | |--- KM <= 62433.00\n", + "| | | | | | | | | |--- KM <= 48177.50\n", + "| | | | | | | | | | |--- Age <= 72.50\n", + "| | | | | | | | | | | |--- value: [7450.00]\n", + "| | | | | | | | | | |--- Age > 72.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | |--- KM > 48177.50\n", + "| | | | | | | | | | |--- KM <= 55138.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- KM > 55138.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | | |--- KM > 62433.00\n", + "| | | | | | | | | |--- KM <= 66396.50\n", + "| | | | | | | | | | |--- KM <= 64975.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- KM > 64975.00\n", + "| | | | | | | | | | | |--- value: [7400.00]\n", + "| | | | | | | | | |--- KM > 66396.50\n", + "| | | | | | | | | | |--- KM <= 70193.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | | | | |--- KM > 70193.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 9\n", + "| | | | | | | |--- KM > 93453.50\n", + "| | | | | | | | |--- Age <= 79.50\n", + "| | | | | | | | | |--- value: [9500.00]\n", + "| | | | | | | | |--- Age > 79.50\n", + "| | | | | | | | | |--- value: [9250.00]\n", + "| | | | | | |--- Weight > 1077.50\n", + "| | | | | | | |--- KM <= 94889.50\n", + "| | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | |--- Weight <= 1082.50\n", + "| | | | | | | | | | |--- Age <= 78.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- Age > 78.50\n", + "| | | | | | | | | | | |--- value: [8750.00]\n", + "| | | | | | | | | |--- Weight > 1082.50\n", + "| | | | | | | | | | |--- Doors <= 4.00\n", + "| | | | | | | | | | | |--- value: [10000.00]\n", + "| | | | | | | | | | |--- Doors > 4.00\n", + "| | | | | | | | | | | |--- value: [9900.00]\n", + "| | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | |--- Automatic <= 0.50\n", + "| | | | | | | | | | |--- Age <= 74.00\n", + "| | | | | | | | | | | |--- value: [9200.00]\n", + "| | | | | | | | | | |--- Age > 74.00\n", + "| | | | | | | | | | | |--- value: [9950.00]\n", + "| | | | | | | | | |--- Automatic > 0.50\n", + "| | | | | | | | | | |--- HP <= 108.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- HP > 108.50\n", + "| | | | | | | | | | | |--- value: [6900.00]\n", + "| | | | | | | |--- KM > 94889.50\n", + "| | | | | | | | |--- Age <= 76.00\n", + "| | | | | | | | | |--- KM <= 97289.50\n", + "| | | | | | | | | | |--- value: [8900.00]\n", + "| | | | | | | | | |--- KM > 97289.50\n", + "| | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | | |--- Age > 76.00\n", + "| | | | | | | | | |--- value: [6990.00]\n", + "| | | | | |--- Weight > 1109.50\n", + "| | | | | | |--- KM <= 87025.00\n", + "| | | | | | | |--- KM <= 20047.00\n", + "| | | | | | | | |--- value: [6950.00]\n", + "| | | | | | | |--- KM > 20047.00\n", + "| | | | | | | | |--- Doors <= 3.50\n", + "| | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | | |--- Doors > 3.50\n", + "| | | | | | | | | |--- KM <= 46190.00\n", + "| | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | | | |--- KM > 46190.00\n", + "| | | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | | |--- value: [7450.00]\n", + "| | | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | |--- KM > 87025.00\n", + "| | | | | | | |--- value: [6950.00]\n", + "| | | |--- KM > 100859.50\n", + "| | | | |--- Weight <= 1047.50\n", + "| | | | | |--- KM <= 144778.00\n", + "| | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | |--- Age <= 73.00\n", + "| | | | | | | | |--- value: [5950.00]\n", + "| | | | | | | |--- Age > 73.00\n", + "| | | | | | | | |--- Age <= 77.50\n", + "| | | | | | | | | |--- value: [6750.00]\n", + "| | | | | | | | |--- Age > 77.50\n", + "| | | | | | | | | |--- value: [6500.00]\n", + "| | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | |--- KM <= 103560.50\n", + "| | | | | | | | |--- KM <= 102150.00\n", + "| | | | | | | | | |--- value: [7750.00]\n", + "| | | | | | | | |--- KM > 102150.00\n", + "| | | | | | | | | |--- value: [7950.00]\n", + "| | | | | | | |--- KM > 103560.50\n", + "| | | | | | | | |--- KM <= 111118.00\n", + "| | | | | | | | | |--- Age <= 73.00\n", + "| | | | | | | | | | |--- value: [6500.00]\n", + "| | | | | | | | | |--- Age > 73.00\n", + "| | | | | | | | | | |--- Doors <= 3.50\n", + "| | | | | | | | | | | |--- value: [6750.00]\n", + "| | | | | | | | | | |--- Doors > 3.50\n", + "| | | | | | | | | | | |--- value: [6800.00]\n", + "| | | | | | | | |--- KM > 111118.00\n", + "| | | | | | | | | |--- Weight <= 1040.00\n", + "| | | | | | | | | | |--- Age <= 72.50\n", + "| | | | | | | | | | | |--- value: [7350.00]\n", + "| | | | | | | | | | |--- Age > 72.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | |--- Weight > 1040.00\n", + "| | | | | | | | | | |--- value: [6950.00]\n", + "| | | | | |--- KM > 144778.00\n", + "| | | | | | |--- Doors <= 4.50\n", + "| | | | | | | |--- Age <= 76.00\n", + "| | | | | | | | |--- value: [5600.00]\n", + "| | | | | | | |--- Age > 76.00\n", + "| | | | | | | | |--- HP <= 98.00\n", + "| | | | | | | | | |--- value: [5800.00]\n", + "| | | | | | | | |--- HP > 98.00\n", + "| | | | | | | | | |--- value: [5950.00]\n", + "| | | | | | |--- Doors > 4.50\n", + "| | | | | | | |--- value: [6750.00]\n", + "| | | | |--- Weight > 1047.50\n", + "| | | | | |--- KM <= 199116.50\n", + "| | | | | | |--- CC <= 1800.00\n", + "| | | | | | | |--- KM <= 165693.50\n", + "| | | | | | | | |--- Weight <= 1089.50\n", + "| | | | | | | | | |--- Weight <= 1080.00\n", + "| | | | | | | | | | |--- Age <= 79.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 9\n", + "| | | | | | | | | | |--- Age > 79.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | |--- Weight > 1080.00\n", + "| | | | | | | | | | |--- KM <= 110579.50\n", + "| | | | | | | | | | | |--- value: [8450.00]\n", + "| | | | | | | | | | |--- KM > 110579.50\n", + "| | | | | | | | | | | |--- value: [8500.00]\n", + "| | | | | | | | |--- Weight > 1089.50\n", + "| | | | | | | | | |--- Fuel_Type_Petrol <= 0.50\n", + "| | | | | | | | | | |--- value: [6450.00]\n", + "| | | | | | | | | |--- Fuel_Type_Petrol > 0.50\n", + "| | | | | | | | | | |--- value: [6500.00]\n", + "| | | | | | | |--- KM > 165693.50\n", + "| | | | | | | | |--- value: [5950.00]\n", + "| | | | | | |--- CC > 1800.00\n", + "| | | | | | | |--- Weight <= 1137.50\n", + "| | | | | | | | |--- Doors <= 3.50\n", + "| | | | | | | | | |--- KM <= 151254.00\n", + "| | | | | | | | | | |--- Doors <= 2.50\n", + "| | | | | | | | | | | |--- value: [7950.00]\n", + "| | | | | | | | | | |--- Doors > 2.50\n", + "| | | | | | | | | | | |--- value: [6900.00]\n", + "| | | | | | | | | |--- KM > 151254.00\n", + "| | | | | | | | | | |--- value: [8950.00]\n", + "| | | | | | | | |--- Doors > 3.50\n", + "| | | | | | | | | |--- HP <= 81.00\n", + "| | | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | | |--- value: [8500.00]\n", + "| | | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | |--- HP > 81.00\n", + "| | | | | | | | | | |--- value: [9500.00]\n", + "| | | | | | | |--- Weight > 1137.50\n", + "| | | | | | | | |--- KM <= 171460.00\n", + "| | | | | | | | | |--- Age <= 74.50\n", + "| | | | | | | | | | |--- value: [7750.00]\n", + "| | | | | | | | | |--- Age > 74.50\n", + "| | | | | | | | | | |--- value: [7950.00]\n", + "| | | | | | | | |--- KM > 171460.00\n", + "| | | | | | | | | |--- value: [6950.00]\n", + "| | | | | |--- KM > 199116.50\n", + "| | | | | | |--- Age <= 78.50\n", + "| | | | | | | |--- Weight <= 1117.50\n", + "| | | | | | | | |--- value: [6750.00]\n", + "| | | | | | | |--- Weight > 1117.50\n", + "| | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | |--- value: [5900.00]\n", + "| | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | |--- value: [6000.00]\n", + "| | | | | | |--- Age > 78.50\n", + "| | | | | | | |--- value: [6950.00]\n", + "\n", + "Index(['Age', 'KM', 'HP', 'Met_Color', 'Automatic', 'CC', 'Doors', 'Tax',\n", + " 'Weight', 'Fuel_Type_Diesel', 'Fuel_Type_Petrol'],\n", + " dtype='object')\n" ] } ], "source": [ - "# e\n", - "def train_model(variables):\n", - " if len(variables) == 0:\n", - " return None\n", - " model = LinearRegression()\n", - " model.fit(train_X[variables], train_y)\n", - " return model\n", + "feat_importance = regTree.tree_.compute_feature_importances(normalize=True)\n", + "print(\"feat importance = \" + str(feat_importance))\n", "\n", - "def score_model(model, variables):\n", - " if len(variables) == 0:\n", - " return AIC_score(train_y, [train_y.mean()] * len(train_y), model, df=1)\n", - " return AIC_score(train_y, model.predict(train_X[variables]), model)\n", + "tree_rules_2 = export_text(regTree, feature_names=list(train_X.columns))\n", + "print(tree_rules_2)\n", "\n", - "best_step_model, best_step_variables = stepwise_selection(train_X_p.columns, train_model, score_model, verbose=True)\n", - "print(best_step_variables)\n" + "print(X.columns)\n" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# ii. Compare the prediction errors of the training and validation sets by examining their RMS error and by plotting the two boxplots. How does the predictive performance of the validation set compare to the training set? Why does this occur?" ] }, { "cell_type": "code", - "execution_count": 175, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "LASSO\n", "\n", "Regression statistics\n", "\n", - " Mean Error (ME) : 0.0219\n", - "Root Mean Squared Error (RMSE) : 0.4804\n", - " Mean Absolute Error (MAE) : 0.4766\n", - "\n", - "\n", - "LASSO CV\n", + " Mean Error (ME) : 0.0000\n", + " Root Mean Squared Error (RMSE) : 1101.0597\n", + " Mean Absolute Error (MAE) : 800.4555\n", + " Mean Percentage Error (MPE) : -1.0396\n", + "Mean Absolute Percentage Error (MAPE) : 7.8185\n", "\n", "Regression statistics\n", "\n", - " Mean Error (ME) : 0.0218\n", - "Root Mean Squared Error (RMSE) : 0.4813\n", - " Mean Absolute Error (MAE) : 0.4776\n", - "Lasso-CV chosen regularization: 1.242215531068193\n" + " Mean Error (ME) : 4.9461\n", + " Root Mean Squared Error (RMSE) : 1230.7881\n", + " Mean Absolute Error (MAE) : 943.1207\n", + " Mean Percentage Error (MPE) : -1.2718\n", + "Mean Absolute Percentage Error (MAPE) : 9.4966\n" ] } ], "source": [ - "print(\"LASSO\")\n", - "lasso = Lasso(alpha=1)\n", - "lasso.fit(train_X, train_y)\n", - "regressionSummary(valid_y, lasso.predict(valid_X))\n", - "print(\"\\n\")\n", - "\n", - "print(\"LASSO CV\")\n", - "lasso_cv = LassoCV(cv=5)\n", - "lasso_cv.fit(train_X, train_y)\n", - "regressionSummary(valid_y, lasso_cv.predict(valid_X))\n", - "print('Lasso-CV chosen regularization: ', lasso_cv.alpha_)\n" + "regressionSummary(train_y, regTree.predict(train_X))\n", + "regressionSummary(valid_y, regTree.predict(valid_X))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# iii. How might we achieve better validation predictive performance at the expense of training performance?\n", + "We could obtain better validation predictive performance by making the training set smaller. In this way, we can avoid overtraining and overfitting on the data.\n" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# iv. Create a smaller tree by using GridSearchCV() with cv = 5 to find a fine-tuned tree. Compared to the full-grown tree, what is the predictive performance on the validation set?" ] }, { "cell_type": "code", - "execution_count": 176, + "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "RIDGE\n", + "Initial parameters: {'max_depth': 5, 'min_impurity_decrease': 0.001, 'min_samples_split': 10}\n", + "Improved parameters: {'max_depth': 5, 'min_impurity_decrease': 0, 'min_samples_split': 14}\n", "\n", "Regression statistics\n", "\n", - " Mean Error (ME) : 0.0172\n", - "Root Mean Squared Error (RMSE) : 0.4623\n", - " Mean Absolute Error (MAE) : 0.4303\n", - "\n", - "\n", - "BAYESIAN RIDGE\n", + " Mean Error (ME) : 0.0000\n", + " Root Mean Squared Error (RMSE) : 1101.0597\n", + " Mean Absolute Error (MAE) : 800.4555\n", + " Mean Percentage Error (MPE) : -1.0396\n", + "Mean Absolute Percentage Error (MAPE) : 7.8185\n", "\n", "Regression statistics\n", "\n", - " Mean Error (ME) : 0.0179\n", - "Root Mean Squared Error (RMSE) : 0.4607\n", - " Mean Absolute Error (MAE) : 0.4367\n", - "Bayesian ridge chosen regularization: 16.53562606806346\n", + " Mean Error (ME) : 4.9461\n", + " Root Mean Squared Error (RMSE) : 1230.7881\n", + " Mean Absolute Error (MAE) : 943.1207\n", + " Mean Percentage Error (MPE) : -1.2718\n", + "Mean Absolute Percentage Error (MAPE) : 9.4966\n" + ] + } + ], + "source": [ + "# user grid search to find optimized tree\n", + "param_grid = {\n", + "'max_depth': [5, 10, 15, 20, 25],\n", + "'min_impurity_decrease': [0, 0.001, 0.005, 0.01],\n", + "'min_samples_split': [10, 20, 30, 40, 50],\n", + "}\n", + "\n", + "gridSearch = GridSearchCV(DecisionTreeRegressor(), param_grid, cv=5, n_jobs=-1)\n", + "gridSearch.fit(train_X, train_y)\n", + "\n", + "print('Initial parameters: ', gridSearch.best_params_)\n", + "\n", + "param_grid = {\n", + "'max_depth': [3, 4, 5, 6, 7, 8, 9, 10, 11, 12],\n", + "'min_impurity_decrease': [0, 0.001, 0.002, 0.003, 0.005, 0.006, 0.007, 0.008],\n", + "'min_samples_split': [14, 15, 16, 18, 20, ],\n", + "}\n", + "\n", + "gridSearch = GridSearchCV(DecisionTreeRegressor(), param_grid, cv=5, n_jobs=-1)\n", + "gridSearch.fit(train_X, train_y)\n", + "\n", + "print('Improved parameters: ', gridSearch.best_params_)\n", + "regTree = gridSearch.best_estimator_\n", + "\n", + "regressionSummary(train_y, regTree.predict(train_X))\n", + "regressionSummary(valid_y, regTree.predict(valid_X))" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "tmp_df = toyotaCorolla_df\n", + "\n", + "toyota_b = toyotaCorolla_df\n", + "toyota_b['Price'] = pd.cut(tmp_df.Price, bins=20, labels=False, include_lowest=True)\n", + "\n", + "predictors = ['Age', 'KM', 'Fuel_Type', 'HP', 'Met_Color', 'Automatic', 'CC', 'Doors', 'Tax', 'Weight']\n", + "outcome = 'Price'\n", + "\n", + "X = pd.get_dummies(toyota_b[predictors], drop_first=True)\n", + "y = toyota_b[outcome]\n", + "train_X, valid_X, train_y, valid_y = train_test_split(X, y, test_size=0.4, random_state=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ "\n", + "Regression statistics\n", + "\n", + " Mean Error (ME) : 0.0000\n", + "Root Mean Squared Error (RMSE) : 0.0000\n", + " Mean Absolute Error (MAE) : 0.0000\n", + "\n", + "Regression statistics\n", + "\n", + " Mean Error (ME) : 0.0052\n", + "Root Mean Squared Error (RMSE) : 1.1041\n", + " Mean Absolute Error (MAE) : 0.7774\n", + "|--- Age <= 32.50\n", + "| |--- HP <= 113.00\n", + "| | |--- Age <= 21.00\n", + "| | | |--- Weight <= 1127.50\n", + "| | | | |--- KM <= 24172.50\n", + "| | | | | |--- Weight <= 1102.50\n", + "| | | | | | |--- HP <= 97.50\n", + "| | | | | | | |--- value: [8.00]\n", + "| | | | | | |--- HP > 97.50\n", + "| | | | | | | |--- Age <= 11.50\n", + "| | | | | | | | |--- value: [9.00]\n", + "| | | | | | | |--- Age > 11.50\n", + "| | | | | | | | |--- value: [10.00]\n", + "| | | | | |--- Weight > 1102.50\n", + "| | | | | | |--- KM <= 16711.50\n", + "| | | | | | | |--- Age <= 4.50\n", + "| | | | | | | | |--- value: [11.00]\n", + "| | | | | | | |--- Age > 4.50\n", + "| | | | | | | | |--- KM <= 6577.50\n", + "| | | | | | | | | |--- value: [9.00]\n", + "| | | | | | | | |--- KM > 6577.50\n", + "| | | | | | | | | |--- Age <= 16.50\n", + "| | | | | | | | | | |--- value: [10.00]\n", + "| | | | | | | | | |--- Age > 16.50\n", + "| | | | | | | | | | |--- value: [11.00]\n", + "| | | | | | |--- KM > 16711.50\n", + "| | | | | | | |--- Weight <= 1115.00\n", + "| | | | | | | | |--- KM <= 18702.50\n", + "| | | | | | | | | |--- value: [9.00]\n", + "| | | | | | | | |--- KM > 18702.50\n", + "| | | | | | | | | |--- value: [8.00]\n", + "| | | | | | | |--- Weight > 1115.00\n", + "| | | | | | | | |--- value: [10.00]\n", + "| | | | |--- KM > 24172.50\n", + "| | | | | |--- value: [8.00]\n", + "| | | |--- Weight > 1127.50\n", + "| | | | |--- Age <= 13.50\n", + "| | | | | |--- KM <= 10920.50\n", + "| | | | | | |--- Age <= 10.00\n", + "| | | | | | | |--- value: [12.00]\n", + "| | | | | | |--- Age > 10.00\n", + "| | | | | | | |--- value: [11.00]\n", + "| | | | | |--- KM > 10920.50\n", + "| | | | | | |--- Age <= 10.50\n", + "| | | | | | | |--- value: [13.00]\n", + "| | | | | | |--- Age > 10.50\n", + "| | | | | | | |--- value: [14.00]\n", + "| | | | |--- Age > 13.50\n", + "| | | | | |--- Weight <= 1142.50\n", + "| | | | | | |--- KM <= 30555.50\n", + "| | | | | | | |--- KM <= 18654.00\n", + "| | | | | | | | |--- value: [11.00]\n", + "| | | | | | | |--- KM > 18654.00\n", + "| | | | | | | | |--- value: [10.00]\n", + "| | | | | | |--- KM > 30555.50\n", + "| | | | | | | |--- Age <= 18.50\n", + "| | | | | | | | |--- HP <= 103.50\n", + "| | | | | | | | | |--- value: [9.00]\n", + "| | | | | | | | |--- HP > 103.50\n", + "| | | | | | | | | |--- value: [8.00]\n", + "| | | | | | | |--- Age > 18.50\n", + "| | | | | | | | |--- value: [10.00]\n", + "| | | | | |--- Weight > 1142.50\n", + "| | | | | | |--- KM <= 57049.50\n", + "| | | | | | | |--- Weight <= 1262.50\n", + "| | | | | | | | |--- value: [11.00]\n", + "| | | | | | | |--- Weight > 1262.50\n", + "| | | | | | | | |--- value: [12.00]\n", + "| | | | | | |--- KM > 57049.50\n", + "| | | | | | | |--- value: [10.00]\n", + "| | |--- Age > 21.00\n", + "| | | |--- Weight <= 1175.00\n", + "| | | | |--- HP <= 103.50\n", + "| | | | | |--- KM <= 36849.50\n", + "| | | | | | |--- Age <= 28.50\n", + "| | | | | | | |--- KM <= 32750.50\n", + "| | | | | | | | |--- KM <= 31205.50\n", + "| | | | | | | | | |--- KM <= 28353.00\n", + "| | | | | | | | | | |--- KM <= 16208.50\n", + "| | | | | | | | | | | |--- value: [8.00]\n", + "| | | | | | | | | | |--- KM > 16208.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | |--- KM > 28353.00\n", + "| | | | | | | | | | |--- value: [8.00]\n", + "| | | | | | | | |--- KM > 31205.50\n", + "| | | | | | | | | |--- value: [7.00]\n", + "| | | | | | | |--- KM > 32750.50\n", + "| | | | | | | | |--- Age <= 24.50\n", + "| | | | | | | | | |--- value: [8.00]\n", + "| | | | | | | | |--- Age > 24.50\n", + "| | | | | | | | | |--- value: [9.00]\n", + "| | | | | | |--- Age > 28.50\n", + "| | | | | | | |--- KM <= 27263.50\n", + "| | | | | | | | |--- Tax <= 52.00\n", + "| | | | | | | | | |--- value: [6.00]\n", + "| | | | | | | | |--- Tax > 52.00\n", + "| | | | | | | | | |--- Age <= 31.00\n", + "| | | | | | | | | | |--- value: [7.00]\n", + "| | | | | | | | | |--- Age > 31.00\n", + "| | | | | | | | | | |--- value: [8.00]\n", + "| | | | | | | |--- KM > 27263.50\n", + "| | | | | | | | |--- value: [6.00]\n", + "| | | | | |--- KM > 36849.50\n", + "| | | | | | |--- Doors <= 4.00\n", + "| | | | | | | |--- value: [6.00]\n", + "| | | | | | |--- Doors > 4.00\n", + "| | | | | | | |--- value: [7.00]\n", + "| | | | |--- HP > 103.50\n", + "| | | | | |--- KM <= 35861.00\n", + "| | | | | | |--- Doors <= 4.00\n", + "| | | | | | | |--- Age <= 29.50\n", + "| | | | | | | | |--- KM <= 33382.50\n", + "| | | | | | | | | |--- value: [8.00]\n", + "| | | | | | | | |--- KM > 33382.50\n", + "| | | | | | | | | |--- value: [9.00]\n", + "| | | | | | | |--- Age > 29.50\n", + "| | | | | | | | |--- value: [9.00]\n", + "| | | | | | |--- Doors > 4.00\n", + "| | | | | | | |--- Age <= 29.00\n", + "| | | | | | | | |--- KM <= 28408.50\n", + "| | | | | | | | | |--- Weight <= 1122.50\n", + "| | | | | | | | | | |--- value: [10.00]\n", + "| | | | | | | | | |--- Weight > 1122.50\n", + "| | | | | | | | | | |--- value: [11.00]\n", + "| | | | | | | | |--- KM > 28408.50\n", + "| | | | | | | | | |--- value: [10.00]\n", + "| | | | | | | |--- Age > 29.00\n", + "| | | | | | | | |--- value: [9.00]\n", + "| | | | | |--- KM > 35861.00\n", + "| | | | | | |--- Weight <= 1090.00\n", + "| | | | | | | |--- value: [6.00]\n", + "| | | | | | |--- Weight > 1090.00\n", + "| | | | | | | |--- Age <= 26.00\n", + "| | | | | | | | |--- value: [7.00]\n", + "| | | | | | | |--- Age > 26.00\n", + "| | | | | | | | |--- value: [8.00]\n", + "| | | |--- Weight > 1175.00\n", + "| | | | |--- HP <= 100.00\n", + "| | | | | |--- KM <= 92125.00\n", + "| | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | |--- value: [10.00]\n", + "| | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | |--- Age <= 28.50\n", + "| | | | | | | | |--- value: [9.00]\n", + "| | | | | | | |--- Age > 28.50\n", + "| | | | | | | | |--- value: [10.00]\n", + "| | | | | |--- KM > 92125.00\n", + "| | | | | | |--- value: [8.00]\n", + "| | | | |--- HP > 100.00\n", + "| | | | | |--- Fuel_Type_Diesel <= 0.50\n", + "| | | | | | |--- value: [11.00]\n", + "| | | | | |--- Fuel_Type_Diesel > 0.50\n", + "| | | | | | |--- value: [12.00]\n", + "| |--- HP > 113.00\n", + "| | |--- Tax <= 258.50\n", + "| | | |--- Age <= 20.50\n", + "| | | | |--- Weight <= 1295.00\n", + "| | | | | |--- value: [13.00]\n", + "| | | | |--- Weight > 1295.00\n", + "| | | | | |--- KM <= 19126.50\n", + "| | | | | | |--- value: [14.00]\n", + "| | | | | |--- KM > 19126.50\n", + "| | | | | | |--- value: [13.00]\n", + "| | | |--- Age > 20.50\n", + "| | | | |--- Age <= 25.00\n", + "| | | | | |--- value: [11.00]\n", + "| | | | |--- Age > 25.00\n", + "| | | | | |--- Age <= 30.50\n", + "| | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | |--- value: [12.00]\n", + "| | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | |--- value: [13.00]\n", + "| | | | | |--- Age > 30.50\n", + "| | | | | | |--- value: [12.00]\n", + "| | |--- Tax > 258.50\n", + "| | | |--- KM <= 2000.50\n", + "| | | | |--- value: [19.00]\n", + "| | | |--- KM > 2000.50\n", + "| | | | |--- value: [18.00]\n", + "|--- Age > 32.50\n", + "| |--- Age <= 56.50\n", + "| | |--- Age <= 44.50\n", + "| | | |--- KM <= 130667.50\n", + "| | | | |--- Weight <= 1027.50\n", + "| | | | | |--- Met_Color <= 0.50\n", + "| | | | | | |--- Age <= 39.00\n", + "| | | | | | | |--- KM <= 41784.50\n", + "| | | | | | | | |--- KM <= 22957.50\n", + "| | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | |--- KM > 22957.50\n", + "| | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | |--- KM > 41784.50\n", + "| | | | | | | | |--- value: [3.00]\n", + "| | | | | | |--- Age > 39.00\n", + "| | | | | | | |--- value: [5.00]\n", + "| | | | | |--- Met_Color > 0.50\n", + "| | | | | | |--- KM <= 28811.50\n", + "| | | | | | | |--- value: [5.00]\n", + "| | | | | | |--- KM > 28811.50\n", + "| | | | | | | |--- KM <= 37160.00\n", + "| | | | | | | | |--- KM <= 35311.50\n", + "| | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | |--- KM > 35311.50\n", + "| | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | |--- KM > 37160.00\n", + "| | | | | | | | |--- KM <= 63465.00\n", + "| | | | | | | | | |--- Age <= 41.00\n", + "| | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | | |--- Age > 41.00\n", + "| | | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | | |--- KM > 63465.00\n", + "| | | | | | | | | |--- value: [4.00]\n", + "| | | | |--- Weight > 1027.50\n", + "| | | | | |--- KM <= 48571.00\n", + "| | | | | | |--- CC <= 1350.00\n", + "| | | | | | | |--- value: [4.00]\n", + "| | | | | | |--- CC > 1350.00\n", + "| | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | |--- KM <= 30314.50\n", + "| | | | | | | | | |--- value: [7.00]\n", + "| | | | | | | | |--- KM > 30314.50\n", + "| | | | | | | | | |--- Weight <= 1042.50\n", + "| | | | | | | | | | |--- Age <= 38.50\n", + "| | | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | | | |--- Age > 38.50\n", + "| | | | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | | | |--- Weight > 1042.50\n", + "| | | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | |--- Weight <= 1057.50\n", + "| | | | | | | | | |--- Weight <= 1042.50\n", + "| | | | | | | | | | |--- Doors <= 4.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 5\n", + "| | | | | | | | | | |--- Doors > 4.50\n", + "| | | | | | | | | | | |--- value: [7.00]\n", + "| | | | | | | | | |--- Weight > 1042.50\n", + "| | | | | | | | | | |--- value: [7.00]\n", + "| | | | | | | | |--- Weight > 1057.50\n", + "| | | | | | | | | |--- Weight <= 1067.50\n", + "| | | | | | | | | | |--- Age <= 42.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- Age > 42.00\n", + "| | | | | | | | | | | |--- value: [6.00]\n", + "| | | | | | | | | |--- Weight > 1067.50\n", + "| | | | | | | | | | |--- KM <= 14162.50\n", + "| | | | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | | | | |--- KM > 14162.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 7\n", + "| | | | | |--- KM > 48571.00\n", + "| | | | | | |--- Tax <= 44.00\n", + "| | | | | | | |--- value: [3.00]\n", + "| | | | | | |--- Tax > 44.00\n", + "| | | | | | | |--- Tax <= 203.50\n", + "| | | | | | | | |--- Automatic <= 0.50\n", + "| | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | |--- KM <= 55000.00\n", + "| | | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | | | |--- KM > 55000.00\n", + "| | | | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | |--- KM <= 81924.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 7\n", + "| | | | | | | | | | |--- KM > 81924.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | |--- Automatic > 0.50\n", + "| | | | | | | | | |--- KM <= 56359.50\n", + "| | | | | | | | | | |--- value: [7.00]\n", + "| | | | | | | | | |--- KM > 56359.50\n", + "| | | | | | | | | | |--- Weight <= 1107.50\n", + "| | | | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | | | | |--- Weight > 1107.50\n", + "| | | | | | | | | | | |--- value: [6.00]\n", + "| | | | | | | |--- Tax > 203.50\n", + "| | | | | | | | |--- Weight <= 1187.50\n", + "| | | | | | | | | |--- value: [6.00]\n", + "| | | | | | | | |--- Weight > 1187.50\n", + "| | | | | | | | | |--- value: [7.00]\n", + "| | | |--- KM > 130667.50\n", + "| | | | |--- Tax <= 137.00\n", + "| | | | | |--- value: [0.00]\n", + "| | | | |--- Tax > 137.00\n", + "| | | | | |--- value: [3.00]\n", + "| | |--- Age > 44.50\n", + "| | | |--- KM <= 99594.00\n", + "| | | | |--- HP <= 103.50\n", + "| | | | | |--- Doors <= 4.00\n", + "| | | | | | |--- KM <= 9657.00\n", + "| | | | | | | |--- value: [2.00]\n", + "| | | | | | |--- KM > 9657.00\n", + "| | | | | | | |--- Age <= 48.50\n", + "| | | | | | | | |--- value: [3.00]\n", + "| | | | | | | |--- Age > 48.50\n", + "| | | | | | | | |--- Age <= 49.50\n", + "| | | | | | | | | |--- KM <= 33444.50\n", + "| | | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | | | |--- KM > 33444.50\n", + "| | | | | | | | | | |--- KM <= 44003.00\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | | |--- KM > 44003.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | |--- Age > 49.50\n", + "| | | | | | | | | |--- Age <= 54.50\n", + "| | | | | | | | | | |--- KM <= 51974.00\n", + "| | | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | | | |--- KM > 51974.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | |--- Age > 54.50\n", + "| | | | | | | | | | |--- KM <= 60484.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- KM > 60484.00\n", + "| | | | | | | | | | | |--- value: [5.00]\n", + "| | | | | |--- Doors > 4.00\n", + "| | | | | | |--- Age <= 53.50\n", + "| | | | | | | |--- Fuel_Type_Diesel <= 0.50\n", + "| | | | | | | | |--- KM <= 82608.00\n", + "| | | | | | | | | |--- Age <= 51.00\n", + "| | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | | |--- Age > 51.00\n", + "| | | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | | |--- KM > 82608.00\n", + "| | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | |--- Fuel_Type_Diesel > 0.50\n", + "| | | | | | | | |--- value: [3.00]\n", + "| | | | | | |--- Age > 53.50\n", + "| | | | | | | |--- HP <= 91.50\n", + "| | | | | | | | |--- value: [6.00]\n", + "| | | | | | | |--- HP > 91.50\n", + "| | | | | | | | |--- value: [5.00]\n", + "| | | | |--- HP > 103.50\n", + "| | | | | |--- KM <= 49768.50\n", + "| | | | | | |--- KM <= 49520.50\n", + "| | | | | | | |--- Weight <= 1042.50\n", + "| | | | | | | | |--- KM <= 46239.00\n", + "| | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | |--- KM > 46239.00\n", + "| | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | |--- Weight > 1042.50\n", + "| | | | | | | | |--- Age <= 51.50\n", + "| | | | | | | | | |--- Age <= 48.50\n", + "| | | | | | | | | | |--- Age <= 45.50\n", + "| | | | | | | | | | | |--- value: [6.00]\n", + "| | | | | | | | | | |--- Age > 45.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | |--- Age > 48.50\n", + "| | | | | | | | | | |--- KM <= 47686.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- KM > 47686.50\n", + "| | | | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | | |--- Age > 51.50\n", + "| | | | | | | | | |--- Age <= 54.50\n", + "| | | | | | | | | | |--- Age <= 53.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- Age > 53.00\n", + "| | | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | | |--- Age > 54.50\n", + "| | | | | | | | | | |--- value: [5.00]\n", + "| | | | | | |--- KM > 49520.50\n", + "| | | | | | | |--- value: [10.00]\n", + "| | | | | |--- KM > 49768.50\n", + "| | | | | | |--- KM <= 50184.50\n", + "| | | | | | | |--- value: [3.00]\n", + "| | | | | | |--- KM > 50184.50\n", + "| | | | | | | |--- KM <= 56676.00\n", + "| | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | |--- Weight <= 1077.50\n", + "| | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | | |--- Weight > 1077.50\n", + "| | | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | |--- KM > 56676.00\n", + "| | | | | | | | |--- KM <= 66295.00\n", + "| | | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | | |--- Age <= 50.50\n", + "| | | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | | | |--- Age > 50.50\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | | |--- Age <= 53.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- Age > 53.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | |--- KM > 66295.00\n", + "| | | | | | | | | |--- KM <= 69251.00\n", + "| | | | | | | | | | |--- Age <= 54.00\n", + "| | | | | | | | | | | |--- value: [6.00]\n", + "| | | | | | | | | | |--- Age > 54.00\n", + "| | | | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | | | |--- KM > 69251.00\n", + "| | | | | | | | | | |--- Age <= 46.00\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | | |--- Age > 46.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 7\n", + "| | | |--- KM > 99594.00\n", + "| | | | |--- KM <= 175069.50\n", + "| | | | | |--- Age <= 55.50\n", + "| | | | | | |--- Weight <= 1152.50\n", + "| | | | | | | |--- Age <= 54.50\n", + "| | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | |--- Weight <= 1129.50\n", + "| | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- Weight > 1129.50\n", + "| | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | |--- Age <= 48.50\n", + "| | | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | | |--- Age > 48.50\n", + "| | | | | | | | | | |--- KM <= 101659.50\n", + "| | | | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | | | |--- KM > 101659.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | |--- Age > 54.50\n", + "| | | | | | | | |--- value: [4.00]\n", + "| | | | | | |--- Weight > 1152.50\n", + "| | | | | | | |--- value: [5.00]\n", + "| | | | | |--- Age > 55.50\n", + "| | | | | | |--- value: [0.00]\n", + "| | | | |--- KM > 175069.50\n", + "| | | | | |--- value: [1.00]\n", + "| |--- Age > 56.50\n", + "| | |--- Age <= 68.50\n", + "| | | |--- KM <= 138378.00\n", + "| | | | |--- KM <= 74797.50\n", + "| | | | | |--- Weight <= 1022.50\n", + "| | | | | | |--- KM <= 57279.50\n", + "| | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | |--- KM <= 44527.50\n", + "| | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | |--- KM > 44527.50\n", + "| | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | |--- Age <= 59.00\n", + "| | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | |--- Age > 59.00\n", + "| | | | | | | | | |--- KM <= 38000.00\n", + "| | | | | | | | | | |--- KM <= 32717.50\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | | |--- KM > 32717.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | |--- KM > 38000.00\n", + "| | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | |--- KM > 57279.50\n", + "| | | | | | | |--- Age <= 61.50\n", + "| | | | | | | | |--- value: [2.00]\n", + "| | | | | | | |--- Age > 61.50\n", + "| | | | | | | | |--- KM <= 59632.00\n", + "| | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | |--- KM > 59632.00\n", + "| | | | | | | | | |--- KM <= 65045.00\n", + "| | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- KM > 65045.00\n", + "| | | | | | | | | | |--- KM <= 67000.00\n", + "| | | | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | | | |--- KM > 67000.00\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | |--- Weight > 1022.50\n", + "| | | | | | |--- KM <= 36461.50\n", + "| | | | | | | |--- Weight <= 1080.00\n", + "| | | | | | | | |--- Age <= 63.00\n", + "| | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | |--- Age > 63.00\n", + "| | | | | | | | | |--- Age <= 64.50\n", + "| | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- Age > 64.50\n", + "| | | | | | | | | | |--- KM <= 24766.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- KM > 24766.50\n", + "| | | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | |--- Weight > 1080.00\n", + "| | | | | | | | |--- value: [5.00]\n", + "| | | | | | |--- KM > 36461.50\n", + "| | | | | | | |--- KM <= 73918.50\n", + "| | | | | | | | |--- Weight <= 1095.00\n", + "| | | | | | | | | |--- Weight <= 1060.00\n", + "| | | | | | | | | | |--- Age <= 62.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 6\n", + "| | | | | | | | | | |--- Age > 62.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 6\n", + "| | | | | | | | | |--- Weight > 1060.00\n", + "| | | | | | | | | | |--- Weight <= 1067.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 5\n", + "| | | | | | | | | | |--- Weight > 1067.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 6\n", + "| | | | | | | | |--- Weight > 1095.00\n", + "| | | | | | | | | |--- CC <= 1450.00\n", + "| | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- CC > 1450.00\n", + "| | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | |--- KM > 73918.50\n", + "| | | | | | | | |--- Age <= 61.00\n", + "| | | | | | | | | |--- value: [5.00]\n", + "| | | | | | | | |--- Age > 61.00\n", + "| | | | | | | | | |--- value: [3.00]\n", + "| | | | |--- KM > 74797.50\n", + "| | | | | |--- Weight <= 1060.00\n", + "| | | | | | |--- KM <= 109011.50\n", + "| | | | | | | |--- Weight <= 1017.50\n", + "| | | | | | | | |--- KM <= 77542.00\n", + "| | | | | | | | | |--- KM <= 74944.50\n", + "| | | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | | |--- KM > 74944.50\n", + "| | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | |--- KM > 77542.00\n", + "| | | | | | | | | |--- KM <= 80541.50\n", + "| | | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | | |--- KM > 80541.50\n", + "| | | | | | | | | | |--- Age <= 65.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | | | | |--- Age > 65.50\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | |--- Weight > 1017.50\n", + "| | | | | | | | |--- HP <= 98.00\n", + "| | | | | | | | | |--- KM <= 85935.50\n", + "| | | | | | | | | | |--- Age <= 60.50\n", + "| | | | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | | | | |--- Age > 60.50\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- KM > 85935.50\n", + "| | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | |--- HP > 98.00\n", + "| | | | | | | | | |--- KM <= 88573.50\n", + "| | | | | | | | | | |--- KM <= 80628.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- KM > 80628.00\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- KM > 88573.50\n", + "| | | | | | | | | | |--- KM <= 92863.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- KM > 92863.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | |--- KM > 109011.50\n", + "| | | | | | | |--- Weight <= 1027.50\n", + "| | | | | | | | |--- Age <= 66.00\n", + "| | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | |--- Age > 66.00\n", + "| | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | |--- Weight > 1027.50\n", + "| | | | | | | | |--- value: [2.00]\n", + "| | | | | |--- Weight > 1060.00\n", + "| | | | | | |--- KM <= 96824.00\n", + "| | | | | | | |--- KM <= 94549.00\n", + "| | | | | | | | |--- KM <= 74937.50\n", + "| | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | |--- KM > 74937.50\n", + "| | | | | | | | | |--- KM <= 76991.50\n", + "| | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- KM > 76991.50\n", + "| | | | | | | | | | |--- Age <= 67.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 5\n", + "| | | | | | | | | | |--- Age > 67.50\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | |--- KM > 94549.00\n", + "| | | | | | | | |--- value: [5.00]\n", + "| | | | | | |--- KM > 96824.00\n", + "| | | | | | | |--- Weight <= 1112.00\n", + "| | | | | | | | |--- Tax <= 52.00\n", + "| | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | |--- Tax > 52.00\n", + "| | | | | | | | | |--- Weight <= 1080.00\n", + "| | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- Weight > 1080.00\n", + "| | | | | | | | | | |--- Age <= 67.50\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | | |--- Age > 67.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | |--- Weight > 1112.00\n", + "| | | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | | |--- KM <= 124696.50\n", + "| | | | | | | | | | |--- value: [1.00]\n", + "| | | | | | | | | |--- KM > 124696.50\n", + "| | | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | | |--- HP <= 91.00\n", + "| | | | | | | | | | |--- Doors <= 4.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- Doors > 4.50\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- HP > 91.00\n", + "| | | | | | | | | | |--- value: [2.00]\n", + "| | | |--- KM > 138378.00\n", + "| | | | |--- HP <= 100.00\n", + "| | | | | |--- Doors <= 3.50\n", + "| | | | | | |--- KM <= 183542.00\n", + "| | | | | | | |--- KM <= 147944.00\n", + "| | | | | | | | |--- KM <= 139984.00\n", + "| | | | | | | | | |--- value: [1.00]\n", + "| | | | | | | | |--- KM > 139984.00\n", + "| | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | |--- KM > 147944.00\n", + "| | | | | | | | |--- value: [1.00]\n", + "| | | | | | |--- KM > 183542.00\n", + "| | | | | | | |--- value: [2.00]\n", + "| | | | | |--- Doors > 3.50\n", + "| | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | |--- Fuel_Type_Diesel <= 0.50\n", + "| | | | | | | | |--- value: [1.00]\n", + "| | | | | | | |--- Fuel_Type_Diesel > 0.50\n", + "| | | | | | | | |--- value: [0.00]\n", + "| | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | |--- value: [1.00]\n", + "| | | | |--- HP > 100.00\n", + "| | | | | |--- value: [2.00]\n", + "| | |--- Age > 68.50\n", + "| | | |--- KM <= 100859.50\n", + "| | | | |--- Weight <= 1037.50\n", + "| | | | | |--- KM <= 19772.00\n", + "| | | | | | |--- KM <= 18008.00\n", + "| | | | | | | |--- value: [2.00]\n", + "| | | | | | |--- KM > 18008.00\n", + "| | | | | | | |--- value: [4.00]\n", + "| | | | | |--- KM > 19772.00\n", + "| | | | | | |--- KM <= 78844.50\n", + "| | | | | | | |--- Tax <= 44.00\n", + "| | | | | | | | |--- value: [1.00]\n", + "| | | | | | | |--- Tax > 44.00\n", + "| | | | | | | | |--- Age <= 71.50\n", + "| | | | | | | | | |--- Weight <= 1012.50\n", + "| | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- Weight > 1012.50\n", + "| | | | | | | | | | |--- Age <= 70.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | | | | | |--- Age > 70.50\n", + "| | | | | | | | | | | |--- value: [1.00]\n", + "| | | | | | | | |--- Age > 71.50\n", + "| | | | | | | | | |--- Weight <= 1025.00\n", + "| | | | | | | | | | |--- KM <= 77293.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 4\n", + "| | | | | | | | | | |--- KM > 77293.00\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- Weight > 1025.00\n", + "| | | | | | | | | | |--- Age <= 75.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- Age > 75.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 3\n", + "| | | | | | |--- KM > 78844.50\n", + "| | | | | | | |--- KM <= 82389.00\n", + "| | | | | | | | |--- value: [1.00]\n", + "| | | | | | | |--- KM > 82389.00\n", + "| | | | | | | | |--- KM <= 89906.00\n", + "| | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | |--- KM > 89906.00\n", + "| | | | | | | | | |--- KM <= 94415.00\n", + "| | | | | | | | | | |--- value: [1.00]\n", + "| | | | | | | | | |--- KM > 94415.00\n", + "| | | | | | | | | | |--- value: [2.00]\n", + "| | | | |--- Weight > 1037.50\n", + "| | | | | |--- Weight <= 1042.50\n", + "| | | | | | |--- Age <= 78.50\n", + "| | | | | | | |--- value: [4.00]\n", + "| | | | | | |--- Age > 78.50\n", + "| | | | | | | |--- value: [3.00]\n", + "| | | | | |--- Weight > 1042.50\n", + "| | | | | | |--- Automatic <= 0.50\n", + "| | | | | | | |--- KM <= 19473.00\n", + "| | | | | | | | |--- value: [1.00]\n", + "| | | | | | | |--- KM > 19473.00\n", + "| | | | | | | | |--- KM <= 57947.50\n", + "| | | | | | | | | |--- Weight <= 1072.50\n", + "| | | | | | | | | | |--- Age <= 76.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 7\n", + "| | | | | | | | | | |--- Age > 76.50\n", + "| | | | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | | |--- Weight > 1072.50\n", + "| | | | | | | | | | |--- Weight <= 1094.50\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | | |--- Weight > 1094.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | |--- KM > 57947.50\n", + "| | | | | | | | | |--- KM <= 68615.00\n", + "| | | | | | | | | | |--- Age <= 70.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | | |--- Age > 70.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 9\n", + "| | | | | | | | | |--- KM > 68615.00\n", + "| | | | | | | | | | |--- KM <= 69971.50\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | | |--- KM > 69971.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 13\n", + "| | | | | | |--- Automatic > 0.50\n", + "| | | | | | | |--- Age <= 75.50\n", + "| | | | | | | | |--- Age <= 73.50\n", + "| | | | | | | | | |--- KM <= 65035.50\n", + "| | | | | | | | | | |--- Age <= 70.50\n", + "| | | | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | | | |--- Age > 70.50\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | |--- KM > 65035.50\n", + "| | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | |--- Age > 73.50\n", + "| | | | | | | | | |--- value: [4.00]\n", + "| | | | | | | |--- Age > 75.50\n", + "| | | | | | | | |--- KM <= 33482.00\n", + "| | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | |--- KM > 33482.00\n", + "| | | | | | | | | |--- HP <= 108.50\n", + "| | | | | | | | | | |--- Tax <= 77.00\n", + "| | | | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | | | |--- Tax > 77.00\n", + "| | | | | | | | | | | |--- truncated branch of depth 2\n", + "| | | | | | | | | |--- HP > 108.50\n", + "| | | | | | | | | | |--- Weight <= 1087.50\n", + "| | | | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | | | |--- Weight > 1087.50\n", + "| | | | | | | | | | | |--- value: [1.00]\n", + "| | | |--- KM > 100859.50\n", + "| | | | |--- Weight <= 1047.50\n", + "| | | | | |--- Met_Color <= 0.50\n", + "| | | | | | |--- KM <= 146096.50\n", + "| | | | | | | |--- value: [1.00]\n", + "| | | | | | |--- KM > 146096.50\n", + "| | | | | | | |--- value: [0.00]\n", + "| | | | | |--- Met_Color > 0.50\n", + "| | | | | | |--- KM <= 133318.50\n", + "| | | | | | | |--- KM <= 111118.00\n", + "| | | | | | | | |--- KM <= 103560.50\n", + "| | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | |--- KM > 103560.50\n", + "| | | | | | | | | |--- value: [1.00]\n", + "| | | | | | | |--- KM > 111118.00\n", + "| | | | | | | | |--- value: [2.00]\n", + "| | | | | | |--- KM > 133318.50\n", + "| | | | | | | |--- value: [1.00]\n", + "| | | | |--- Weight > 1047.50\n", + "| | | | | |--- KM <= 199116.50\n", + "| | | | | | |--- CC <= 1800.00\n", + "| | | | | | | |--- Weight <= 1089.50\n", + "| | | | | | | | |--- KM <= 165693.50\n", + "| | | | | | | | | |--- Weight <= 1072.50\n", + "| | | | | | | | | | |--- KM <= 102961.50\n", + "| | | | | | | | | | | |--- value: [1.00]\n", + "| | | | | | | | | | |--- KM > 102961.50\n", + "| | | | | | | | | | | |--- truncated branch of depth 8\n", + "| | | | | | | | | |--- Weight > 1072.50\n", + "| | | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | |--- KM > 165693.50\n", + "| | | | | | | | | |--- value: [1.00]\n", + "| | | | | | | |--- Weight > 1089.50\n", + "| | | | | | | | |--- value: [1.00]\n", + "| | | | | | |--- CC > 1800.00\n", + "| | | | | | | |--- Met_Color <= 0.50\n", + "| | | | | | | | |--- Weight <= 1145.00\n", + "| | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | |--- Weight > 1145.00\n", + "| | | | | | | | | |--- value: [1.00]\n", + "| | | | | | | |--- Met_Color > 0.50\n", + "| | | | | | | | |--- Age <= 73.00\n", + "| | | | | | | | | |--- KM <= 148802.00\n", + "| | | | | | | | | | |--- value: [1.00]\n", + "| | | | | | | | | |--- KM > 148802.00\n", + "| | | | | | | | | | |--- Weight <= 1132.50\n", + "| | | | | | | | | | | |--- value: [3.00]\n", + "| | | | | | | | | | |--- Weight > 1132.50\n", + "| | | | | | | | | | | |--- value: [2.00]\n", + "| | | | | | | | |--- Age > 73.00\n", + "| | | | | | | | | |--- value: [3.00]\n", + "| | | | | |--- KM > 199116.50\n", + "| | | | | | |--- value: [1.00]\n", "\n" ] } ], "source": [ - "# f\n", - "print(\"RIDGE\")\n", - "ridge = Ridge(alpha=1)\n", - "ridge.fit(train_X, train_y)\n", - "regressionSummary(valid_y, ridge.predict(valid_X))\n", - "print(\"\\n\")\n", + "# create a regressor object\n", + "regTree_2 = DecisionTreeRegressor(random_state = 1) \n", + " \n", + "# fit the regressor with X and Y data\n", + "regTree_2.fit(train_X, train_y)\n", "\n", - "print(\"BAYESIAN RIDGE\")\n", - "bayesianRidge = BayesianRidge()\n", - "bayesianRidge.fit(train_X, train_y)\n", - "regressionSummary(valid_y, bayesianRidge.predict(valid_X))\n", - "print('Bayesian ridge chosen regularization: ', bayesianRidge.lambda_ / bayesianRidge.alpha_)\n", - "print(\"\\n\")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Best Model\n", - "RIDGE: Lowest ME (0.0172), lowest MAE (0.4303), second lowest RMSE (0.4623)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# g\n", - "The biggest concern with using Bayesian Ridge Regression is that the underlying model assumes a linear relationship. This linear relationship is not able to capture the logistic regression fit and accurately map all outcomes, as indicated by the high MAE and RMSE." - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# h\n", - "The best-fitting models and the best predictive models can often differ due to many factors. A model that fits very well to the training data may be overfitted, leading to poor results when predicting future, unknown data. The best predictive model on the test data set may be too simplistic, and fail to properly represent data with abnormal or unique behavior unseen from the model found in the training set. Various errors are a good indicator of where a best-fit model may differ from the best predictive model." + "regressionSummary(train_y, regTree_2.predict(train_X))\n", + "regressionSummary(valid_y, regTree_2.predict(valid_X))\n", + "\n", + "tree_rules = export_text(regTree_2, feature_names=list(train_X.columns))\n", + "print(tree_rules)" ] }, { "cell_type": "code", - "execution_count": 178, + "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " actual p(0) p(1) predicted\n", - "480 1 0.000000 1.000000 1\n", - "1661 1 0.000000 1.000000 1\n", - "1962 1 0.000000 1.000000 1\n", - "1704 1 0.000000 1.000000 1\n", - "1664 1 0.000000 1.000000 1\n", - "... ... ... ... ...\n", - "1863 0 0.962442 0.037558 0\n", - "1960 0 0.978774 0.021226 0\n", - "1955 0 0.995925 0.004075 0\n", - "1952 0 0.996922 0.003078 0\n", - "1967 0 0.998845 0.001155 0\n", + "Initial parameters: {'max_depth': 5, 'min_impurity_decrease': 0.001, 'min_samples_split': 10}\n", + "Improved parameters: {'max_depth': 10, 'min_impurity_decrease': 0.007, 'min_samples_split': 14}\n", "\n", - "[789 rows x 4 columns]\n", - "Classified Correctly: 75.66539923954373 %\n" + "Regression statistics\n", + "\n", + " Mean Error (ME) : -0.0000\n", + "Root Mean Squared Error (RMSE) : 0.7722\n", + " Mean Absolute Error (MAE) : 0.6005\n", + "\n", + "Regression statistics\n", + "\n", + " Mean Error (ME) : 0.0318\n", + "Root Mean Squared Error (RMSE) : 0.9191\n", + " Mean Absolute Error (MAE) : 0.7104\n", + "|--- Age <= 32.50\n", + "| |--- HP <= 113.00\n", + "| | |--- Age <= 21.00\n", + "| | | |--- Weight <= 1127.50\n", + "| | | | |--- KM <= 24172.50\n", + "| | | | | |--- value: [9.58]\n", + "| | | | |--- KM > 24172.50\n", + "| | | | | |--- value: [8.00]\n", + "| | | |--- Weight > 1127.50\n", + "| | | | |--- Age <= 13.50\n", + "| | | | | |--- value: [12.25]\n", + "| | | | |--- Age > 13.50\n", + "| | | | | |--- value: [10.43]\n", + "| | |--- Age > 21.00\n", + "| | | |--- Weight <= 1175.00\n", + "| | | | |--- HP <= 103.50\n", + "| | | | | |--- KM <= 36849.50\n", + "| | | | | | |--- value: [7.47]\n", + "| | | | | |--- KM > 36849.50\n", + "| | | | | | |--- value: [6.11]\n", + "| | | | |--- HP > 103.50\n", + "| | | | | |--- KM <= 35861.00\n", + "| | | | | | |--- value: [9.09]\n", + "| | | | | |--- KM > 35861.00\n", + "| | | | | | |--- value: [7.62]\n", + "| | | |--- Weight > 1175.00\n", + "| | | | |--- value: [9.62]\n", + "| |--- HP > 113.00\n", + "| | |--- value: [13.67]\n", + "|--- Age > 32.50\n", + "| |--- Age <= 56.50\n", + "| | |--- Age <= 44.50\n", + "| | | |--- KM <= 130667.50\n", + "| | | | |--- Weight <= 1027.50\n", + "| | | | | |--- value: [4.40]\n", + "| | | | |--- Weight > 1027.50\n", + "| | | | | |--- value: [5.47]\n", + "| | | |--- KM > 130667.50\n", + "| | | | |--- value: [1.50]\n", + "| | |--- Age > 44.50\n", + "| | | |--- KM <= 99594.00\n", + "| | | | |--- HP <= 103.50\n", + "| | | | | |--- value: [3.75]\n", + "| | | | |--- HP > 103.50\n", + "| | | | | |--- KM <= 49768.50\n", + "| | | | | | |--- KM <= 49520.50\n", + "| | | | | | | |--- value: [4.86]\n", + "| | | | | | |--- KM > 49520.50\n", + "| | | | | | | |--- value: [10.00]\n", + "| | | | | |--- KM > 49768.50\n", + "| | | | | | |--- value: [4.22]\n", + "| | | |--- KM > 99594.00\n", + "| | | | |--- KM <= 175069.50\n", + "| | | | | |--- Age <= 55.50\n", + "| | | | | | |--- value: [3.00]\n", + "| | | | | |--- Age > 55.50\n", + "| | | | | | |--- value: [0.00]\n", + "| | | | |--- KM > 175069.50\n", + "| | | | | |--- value: [1.00]\n", + "| |--- Age > 56.50\n", + "| | |--- Age <= 68.50\n", + "| | | |--- KM <= 138378.00\n", + "| | | | |--- KM <= 74797.50\n", + "| | | | | |--- Weight <= 1022.50\n", + "| | | | | | |--- value: [2.76]\n", + "| | | | | |--- Weight > 1022.50\n", + "| | | | | | |--- value: [3.32]\n", + "| | | | |--- KM > 74797.50\n", + "| | | | | |--- value: [2.78]\n", + "| | | |--- KM > 138378.00\n", + "| | | | |--- value: [1.31]\n", + "| | |--- Age > 68.50\n", + "| | | |--- KM <= 100859.50\n", + "| | | | |--- value: [2.19]\n", + "| | | |--- KM > 100859.50\n", + "| | | | |--- value: [1.60]\n", + "\n" + ] + } + ], + "source": [ + "# user grid search to find optimized tree\n", + "param_grid = {\n", + "'max_depth': [5, 10, 15, 20, 25],\n", + "'min_impurity_decrease': [0, 0.001, 0.005, 0.01],\n", + "'min_samples_split': [10, 20, 30, 40, 50],\n", + "}\n", + "\n", + "gridSearch = GridSearchCV(DecisionTreeRegressor(), param_grid, cv=5, n_jobs=-1)\n", + "gridSearch.fit(train_X, train_y)\n", + "\n", + "print('Initial parameters: ', gridSearch.best_params_)\n", + "\n", + "param_grid = {\n", + "'max_depth': [3, 4, 5, 6, 7, 8, 9, 10, 11, 12],\n", + "'min_impurity_decrease': [0, 0.001, 0.002, 0.003, 0.005, 0.006, 0.007, 0.008],\n", + "'min_samples_split': [14, 15, 16, 18, 20, ],\n", + "}\n", + "\n", + "gridSearch = GridSearchCV(DecisionTreeRegressor(), param_grid, cv=5, n_jobs=-1)\n", + "gridSearch.fit(train_X, train_y)\n", + "\n", + "print('Improved parameters: ', gridSearch.best_params_)\n", + "regTree = gridSearch.best_estimator_\n", + "\n", + "regressionSummary(train_y, regTree.predict(train_X))\n", + "regressionSummary(valid_y, regTree.predict(valid_X))\n", + "\n", + "tree_rules = export_text(regTree, feature_names=list(train_X.columns))\n", + "print(tree_rules)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "feat importance = [8.34116999e-01 6.49751986e-02 4.89798659e-02 4.35859661e-03\n", + " 9.71243610e-04 1.66871248e-03 3.21335501e-03 1.23398252e-02\n", + " 2.86637608e-02 5.42556408e-04 1.69886849e-04]\n", + "feat importance = [0.89325319 0.03900886 0.05005252 0. 0. 0.\n", + " 0. 0. 0.01768544 0. 0. ]\n", + "Index(['Age', 'KM', 'HP', 'Met_Color', 'Automatic', 'CC', 'Doors', 'Tax',\n", + " 'Weight', 'Fuel_Type_Diesel', 'Fuel_Type_Petrol'],\n", + " dtype='object')\n" ] } ], "source": [ "# i\n", - "logit_full_1 = LogisticRegression(penalty=\"l1\", C=1e42, solver='liblinear')\n", - "logit_full_1.fit(train_X, train_y)\n", + "# RT\n", + "feat_importance = regTree_2.tree_.compute_feature_importances(normalize=True)\n", + "print (\"feat importance = \" + str(feat_importance))\n", + " \n", + "# GridSearchCV\n", + "feat_importance = regTree.tree_.compute_feature_importances(normalize=True)\n", + "print (\"feat importance = \" + str(feat_importance))\n", "\n", - "logit_reg_pred_1 = logit_full_1.predict_proba(valid_X)\n", - "full_result_1 = pd.DataFrame({'actual': valid_y, \n", - " 'p(0)': [p[0] for p in logit_reg_pred_1],\n", - " 'p(1)': [p[1] for p in logit_reg_pred_1],\n", - " 'predicted': logit_full_1.predict(valid_X)})\n", - "full_result_1 = full_result_1.sort_values(by=['p(1)'], ascending=False)\n", - "print(full_result_1)\n", + "print(X.columns)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Top Predictors\n", + "Full-tree: GridSearchCV:\n", + "Age Age\n", + "KM HP\n", + "HP KM\n", + "Weight Weight\n", "\n", - "num_corr = 0\n", - "total = 0\n", - "for index, row in full_result_1.iterrows(): \n", - " if (row['actual'] == row['predicted']):\n", - " num_corr += 1\n", - " total += 1\n", - " else:\n", - " total += 1\n", + "# Structure\n", + "Rather than being a tree that is heavily leaned, using bins leads to a tree that appears relatively balanced.\n", "\n", - "pctg_1 = num_corr/total*100.00\n", - "print(\"Classified Correctly:\", pctg_1, \"%\")" + "# Size\n", + "Using bins leads to a tree that is significantly smaller.\n", + "\n", + "# Explain why \n", + "Using bins reduces the number of variables. Since price is now sorted into a finite number of categorical bins rather than a continuous value, the number of variables can be greatly reduced to fit the outcome prediction." ] }, { "cell_type": "code", - "execution_count": 189, + "execution_count": 37, "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 189, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "[1.60344828]\n", + "[1]\n", + "(0 (5.7, 6.65]\n", + "1 (5.7, 6.65]\n", + "2 (5.7, 6.65]\n", + "3 (6.65, 7.6]\n", + "4 (5.7, 6.65]\n", + " ... \n", + "1431 (1.9, 2.85]\n", + "1432 (3.8, 4.75]\n", + "1433 (1.9, 2.85]\n", + "1434 (1.9, 2.85]\n", + "1435 (0.95, 1.9]\n", + "Name: Price, Length: 1436, dtype: category\n", + "Categories (20, interval[float64, right]): [(-0.019, 0.95] < (0.95, 1.9] < (1.9, 2.85] < (2.85, 3.8] ... (15.2, 16.15] < (16.15, 17.1] < (17.1, 18.05] < (18.05, 19.0]], array([-0.019, 0.95 , 1.9 , 2.85 , 3.8 , 4.75 , 5.7 , 6.65 ,\n", + " 7.6 , 8.55 , 9.5 , 10.45 , 11.4 , 12.35 , 13.3 , 14.25 ,\n", + " 15.2 , 16.15 , 17.1 , 18.05 , 19. ]))\n" + ] } ], "source": [ - "# j\n", - "sns.regplot(x='ClosePrice', y='Competitive?', data=auction_df, logistic=True)\n" + "# ii. Predict the price, using the smaller RT and CT, of a used Toyota Corolla with the specifications listed in Table 9.10.\n", + "sample_car = pd.DataFrame(columns=X.columns)\n", + "# sample_car.loc[0] = [77, 117000, 'Petrol', 110, 'No', 5, 100, 'No', 3, 'Yes', 'No' 'No', 'No', 'No', 'Yes']\n", + "sample_car.loc[0] = [77, 117000, 110, 0, 0, 1, 5, 100, 50, 0, 1]\n", + "\n", + "fullClassTree = DecisionTreeClassifier(random_state=1, min_samples_leaf=50, max_depth=7)\n", + "fullClassTree.fit(train_X, train_y)\n", + "\n", + "RT_pred = regTree.predict(sample_car)\n", + "CT_pred = fullClassTree.predict(sample_car)\n", + "\n", + "print(RT_pred)\n", + "print(CT_pred)\n", + "\n", + "tmp_df = toyotaCorolla_df\n", + "print(pd.cut(tmp_df.Price, bins=20, retbins=True))\n" ] }, { @@ -1036,17 +2781,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# j\n", - "This plot alone does not give much insight into a good cutoff value. The logistic regression model is multi-variate, and many variables have differing coefficients. Using PCA, plotting more variables, and varying cutoff values to obtain error rates are necessary to experimentally find a good cutoff value. Using the default of 0.5 suffices for this problem, since the error rates are not abnormally high. Adjusting the cutoff value will alter both the true negative and false positive error rates." - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# k\n", - "An auction that lasts 10 days contributes most strongly to a competitive auction. The ending day has multiple candidates that all negatively contribute to a competitive auction." + "# iii Compare the predictions in terms of the predictors that were used, the magnitude of the difference between the two predictions, and the advantages and disadvantages of the two methods.\n", + "\n", + "Regression Tree with bins: $9,120\n", + "Classification Tree with bins: $6,650\n", + "\n", + "In this instance, the Regression Tree performed better since it was better trained. Our regression model made use of GridSearchCV to find parameters that functioned well for this given set. This is opposed to the Classification Tree, which did not have any additional tuning.\n", + "\n", + "Each tree functions in different ways, and the application and underlying data will determine which tree is best for which situation.\n" ] } ], diff --git a/ToyotaCorolla.csv b/ToyotaCorolla.csv new file mode 100644 index 0000000..4f4a630 --- /dev/null +++ b/ToyotaCorolla.csv @@ -0,0 +1,1437 @@ +Id,Model,Price,Age_08_04,Mfg_Month,Mfg_Year,KM,Fuel_Type,HP,Met_Color,Color,Automatic,CC,Doors,Cylinders,Gears,Quarterly_Tax,Weight,Mfr_Guarantee,BOVAG_Guarantee,Guarantee_Period,ABS,Airbag_1,Airbag_2,Airco,Automatic_airco,Boardcomputer,CD_Player,Central_Lock,Powered_Windows,Power_Steering,Radio,Mistlamps,Sport_Model,Backseat_Divider,Metallic_Rim,Radio_cassette,Parking_Assistant,Tow_Bar +1,TOYOTA Corolla 2.0 D4D HATCHB TERRA 2/3-Doors,13500,23,10,2002,46986,Diesel,90,1,Blue,0,2000,3,4,5,210,1165,0,1,3,1,1,1,0,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +2,TOYOTA Corolla 2.0 D4D HATCHB TERRA 2/3-Doors,13750,23,10,2002,72937,Diesel,90,1,Silver,0,2000,3,4,5,210,1165,0,1,3,1,1,1,1,0,1,1,1,0,1,0,0,0,1,0,0,0,0 +3,TOYOTA Corolla 2.0 D4D HATCHB TERRA 2/3-Doors,13950,24,9,2002,41711,Diesel,90,1,Blue,0,2000,3,4,5,210,1165,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +4,TOYOTA Corolla 2.0 D4D HATCHB TERRA 2/3-Doors,14950,26,7,2002,48000,Diesel,90,0,Black,0,2000,3,4,5,210,1165,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +5,TOYOTA Corolla 2.0 D4D HATCHB SOL 2/3-Doors,13750,30,3,2002,38500,Diesel,90,0,Black,0,2000,3,4,5,210,1170,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +6,TOYOTA Corolla 2.0 D4D HATCHB SOL 2/3-Doors,12950,32,1,2002,61000,Diesel,90,0,White,0,2000,3,4,5,210,1170,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +7,TOYOTA Corolla 2.0 D4D 90 3DR TERRA 2/3-Doors,16900,27,6,2002,94612,Diesel,90,1,Grey,0,2000,3,4,5,210,1245,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +8,TOYOTA Corolla 2.0 D4D 90 3DR TERRA 2/3-Doors,18600,30,3,2002,75889,Diesel,90,1,Grey,0,2000,3,4,5,210,1245,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +9,TOYOTA Corolla 1800 T SPORT VVT I 2/3-Doors,21500,27,6,2002,19700,Petrol,192,0,Red,0,1800,3,4,5,100,1185,0,1,3,1,1,0,1,0,0,0,1,1,1,1,0,0,0,1,1,0,0 +10,TOYOTA Corolla 1.9 D HATCHB TERRA 2/3-Doors,12950,23,10,2002,71138,Diesel,69,0,Blue,0,1900,3,4,5,185,1105,0,1,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +11,TOYOTA Corolla 1.8 VVTL-i T-Sport 3-Drs 2/3-Doors,20950,25,8,2002,31461,Petrol,192,0,Silver,0,1800,3,4,6,100,1185,1,1,12,1,1,1,1,1,0,1,1,1,1,0,0,0,0,1,0,0,0 +12,TOYOTA Corolla 1.8 16V VVTLI 3DR T SPORT BNS 2/3-Doors,19950,22,11,2002,43610,Petrol,192,0,Red,0,1800,3,4,6,100,1185,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,1,0,0,0 +13,TOYOTA Corolla 1.8 16V VVTLI 3DR T SPORT 2/3-Doors,19600,25,8,2002,32189,Petrol,192,0,Red,0,1800,3,4,6,100,1185,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,1,0,0,0 +14,TOYOTA Corolla 1.8 16V VVTLI 3DR T SPORT 2/3-Doors,21500,31,2,2002,23000,Petrol,192,1,Black,0,1800,3,4,6,100,1185,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,0 +15,TOYOTA Corolla 1.8 16V VVTLI 3DR T SPORT 2/3-Doors,22500,32,1,2002,34131,Petrol,192,1,Grey,0,1800,3,4,6,100,1185,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,0 +16,TOYOTA Corolla 1.8 16V VVTLI 3DR T SPORT 2/3-Doors,22000,28,5,2002,18739,Petrol,192,0,Grey,0,1800,3,4,6,100,1185,0,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,1,0,0,0 +17,TOYOTA Corolla 1.8 16V VVTLI 3DR T SPORT 2/3-Doors,22750,30,3,2002,34000,Petrol,192,1,Grey,0,1800,3,4,5,100,1185,0,1,3,1,1,1,1,1,1,1,1,1,1,0,1,0,1,1,0,0,0 +18,TOYOTA Corolla 1.6 VVTI Linea Terra Comfort 2/3-Doors,17950,24,9,2002,21716,Petrol,110,1,Blue,0,1600,3,4,5,85,1105,0,0,18,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +19,TOYOTA Corolla 1.6 16v L.SOL 2/3-Doors,16750,24,9,2002,25563,Petrol,110,0,Grey,0,1600,3,4,5,19,1065,0,0,3,1,1,1,1,1,1,1,1,1,1,0,1,0,0,0,0,0,0 +20,TOYOTA Corolla 1.6 16V VVT I 3DR TERRA 2/3-Doors,16950,30,3,2002,64359,Petrol,110,1,Grey,0,1600,3,4,5,85,1105,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +21,TOYOTA Corolla 1.6 16V VVT I 3DR TERRA 2/3-Doors,15950,30,3,2002,67660,Petrol,110,1,Blue,0,1600,3,4,5,85,1105,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,1 +22,TOYOTA Corolla 1.6 16V VVT I 3DR SOL AUT4 2/3-Doors,16950,29,4,2002,43905,Petrol,110,0,Grey,1,1600,3,4,5,100,1170,0,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,0 +23,TOYOTA Corolla 1.6 16V VVT I 3DR SOL 2/3-Doors,15950,28,5,2002,56349,Petrol,110,1,Black,0,1600,3,4,5,85,1120,0,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,1 +24,TOYOTA Corolla 1.6 16V VVT I 3DR SOL 2/3-Doors,16950,28,5,2002,32220,Petrol,110,1,Black,0,1600,3,4,5,85,1120,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +25,TOYOTA Corolla 1.6 16V VVT I 3DR SOL 2/3-Doors,16250,29,4,2002,25813,Petrol,110,1,Grey,0,1600,3,4,5,85,1120,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +26,TOYOTA Corolla 1.6 16V VVT I 3DR SOL 2/3-Doors,15950,25,8,2002,28450,Petrol,110,1,Blue,0,1600,3,4,5,85,1120,0,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,1 +27,TOYOTA Corolla 1.6 16V VVT I 3DR SOL 2/3-Doors,17495,27,6,2002,34545,Petrol,110,1,Blue,0,1600,3,4,5,85,1120,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,0,1,1,0,0,0 +28,TOYOTA Corolla 1.6 16V VVT I 3DR SOL 2/3-Doors,15750,29,4,2002,41415,Petrol,110,1,Black,0,1600,3,4,5,85,1120,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,0 +29,TOYOTA Corolla 1.6 16V VVT I 3DR SOL 2/3-Doors,16950,28,5,2002,44142,Petrol,110,0,Grey,0,1600,3,4,5,85,1120,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,0 +30,TOYOTA Corolla 1.6 16V VVT I 3DR SOL 2/3-Doors,17950,30,3,2002,11090,Petrol,110,1,Blue,0,1600,3,4,5,85,1120,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +31,TOYOTA Corolla 1.4 VVTI Linea Terra 2/3-Doors,12950,29,4,2002,9750,Petrol,97,1,Silver,0,1400,3,4,5,19,1100,1,1,12,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +32,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,15750,22,11,2002,35199,Petrol,97,1,Blue,0,1400,3,4,5,85,1100,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,1,0,0,1 +33,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,15950,27,6,2002,29510,Petrol,97,1,Black,0,1400,3,4,5,85,1100,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +34,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,14950,26,7,2002,32692,Petrol,97,1,Grey,0,1400,3,4,5,85,1100,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +35,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,15500,22,11,2002,41000,Petrol,97,1,Grey,0,1400,3,4,5,85,1100,0,0,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +36,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,15750,26,7,2002,43000,Petrol,97,0,Grey,0,1400,3,4,5,85,1100,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +37,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,15950,25,8,2002,25000,Petrol,97,0,Grey,0,1400,3,4,5,85,1100,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +38,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA 2/3-Doors,14950,23,10,2002,10000,Petrol,97,1,Blue,0,1400,3,4,5,85,1100,1,1,3,1,1,1,0,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +39,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA 2/3-Doors,15750,32,1,2002,25329,Petrol,97,1,Green,0,1400,3,4,5,85,1100,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +40,TOYOTA Corolla 1.4 16V VVT I 3DR 2/3-Doors,14750,27,6,2002,27500,Petrol,97,0,Blue,0,1400,3,4,5,85,1100,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,1,1,0,0,0,0 +41,TOYOTA Corolla 1.4 16V VVT I 3DR 2/3-Doors,13950,22,11,2002,49059,Petrol,97,0,Blue,0,1400,3,4,5,85,1100,0,1,3,1,1,1,0,0,1,0,0,0,1,0,0,1,1,0,0,0,0 +42,TOYOTA Corolla 1.4 16V VVT I 3DR 2/3-Doors,16750,27,6,2002,44068,Petrol,97,1,Red,0,1400,3,4,5,85,1100,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +43,TOYOTA Corolla 1.4 16V VVT I 3DR 2/3-Doors,13950,22,11,2002,46961,Petrol,97,0,Blue,0,1400,3,4,5,85,1100,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,1,1,0,0,0,0 +44,TOYOTA Corolla 2.0 D4D 90 5DR TERRA COMFORT 4/5-Doors,16950,27,6,2002,110404,Diesel,90,0,Red,0,2000,5,4,5,234,1255,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +45,TOYOTA Corolla 2.0 D4D 90 5DR TERRA COMFORT 4/5-Doors,16950,22,11,2002,100250,Diesel,90,0,Red,0,2000,5,4,5,234,1255,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +46,TOYOTA Corolla 2.0 D4D 90 5DR SOL 4/5-Doors,19000,23,10,2002,84000,Diesel,90,0,Red,0,2000,5,4,5,234,1270,0,1,3,1,1,1,1,1,1,0,1,1,1,0,0,0,1,0,0,0,0 +47,TOYOTA Corolla 2.0 D4D 90 5DR TERRA 4/5-Doors,17950,27,6,2002,79375,Diesel,90,1,Grey,0,2000,5,4,5,234,1255,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +48,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,15800,22,11,2002,75048,Petrol,97,1,Blue,0,1400,5,4,5,85,1110,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,1 +49,TOYOTA Corolla 2.0 D4D 90 5DR TERRA COMFORT 4/5-Doors,17950,22,11,2002,72215,Diesel,90,1,Grey,0,2000,5,4,5,234,1255,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +50,TOYOTA Corolla 1.8 16V VVTLI 5DR T SPORT 4/5-Doors,21950,31,2,2002,64982,Petrol,192,1,Grey,0,1800,5,4,6,100,1195,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,1,0,0,0 +51,TOYOTA Corolla 2.0 D4D 90 5DR TERRA COMFORT 4/5-Doors,17950,22,11,2002,62636,Diesel,90,1,Grey,0,2000,5,4,5,234,1255,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +52,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA 4/5-Doors,15750,30,3,2002,57086,Petrol,97,1,Grey,0,1400,5,4,5,85,1110,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,1,0,0,0 +53,TOYOTA Corolla 1.6 16V VVT I 5DR SOL AUT4 4/5-Doors,20500,26,7,2002,56000,Petrol,110,1,Blue,1,1600,5,4,5,100,1180,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,0 +54,TOYOTA Corolla 1.8 VVTL-i T-Sport 4/5-Doors,21950,27,6,2002,49866,Petrol,192,1,Green,0,1800,5,4,5,100,1195,0,1,13,1,1,0,1,0,0,0,1,1,1,1,0,0,0,1,1,0,0 +55,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA AUT4 4/5-Doors,15500,25,8,2002,49163,Petrol,110,0,Green,1,1600,5,4,5,100,1165,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,1,1,0,0,0,0 +56,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,13250,32,1,2002,45725,Petrol,110,1,Black,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,1 +57,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA 4/5-Doors,15250,28,5,2002,43210,Petrol,97,0,Grey,0,1400,5,4,5,85,1110,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +58,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,15250,26,7,2002,43000,Petrol,97,0,Grey,0,1400,5,4,5,85,1110,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +59,TOYOTA Corolla 1.6 16V VVT I 5DR SOL AUT4 4/5-Doors,18950,23,10,2002,39704,Petrol,110,1,Blue,1,1600,5,4,5,100,1180,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +60,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,15999,30,3,2002,38950,Petrol,110,1,Red,0,1600,5,4,5,85,1130,0,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,0 +61,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,14950,22,11,2002,37400,Petrol,97,1,Black,0,1400,5,4,5,85,1110,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +62,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,16500,27,6,2002,37177,Petrol,110,0,Red,0,1600,5,4,5,85,1130,0,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +63,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,18750,31,2,2002,36544,Petrol,110,1,Blue,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,1 +64,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,17950,30,3,2002,33511,Petrol,110,1,Blue,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,0 +65,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,17950,27,6,2002,32809,Petrol,97,1,Black,0,1400,5,4,5,85,1110,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,1 +66,TOYOTA Corolla 1.6 VVT-I 5DR LINEA SOL 4/5-Doors,16950,26,7,2002,32181,Petrol,110,1,Blue,0,1600,5,4,5,19,1075,0,1,12,1,1,0,1,1,1,1,1,1,1,0,1,0,0,0,0,0,0 +67,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,18950,28,5,2002,30993,Petrol,110,1,Black,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +68,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,14950,22,11,2002,30400,Petrol,97,1,Grey,0,1400,5,4,5,85,1110,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +69,TOYOTA Corolla 2.0 D4D 110 5DR SOL 4/5-Doors,22250,22,11,2002,30000,Diesel,110,1,Grey,0,2000,5,4,5,234,1275,1,1,3,1,1,1,1,1,1,1,1,1,1,0,0,1,1,0,0,0,0 +70,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA 4/5-Doors,15950,25,8,2002,29719,Petrol,97,1,Black,0,1400,5,4,5,85,1110,1,1,3,1,1,1,0,0,1,1,0,1,1,0,0,1,1,0,0,0,0 +71,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA 4/5-Doors,15950,28,5,2002,29206,Petrol,97,1,Grey,0,1400,5,4,5,85,1110,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +72,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,12995,32,1,2002,29198,Petrol,97,1,Grey,0,1400,5,4,5,85,1060,1,1,3,1,1,1,1,0,1,1,0,1,1,0,0,0,1,1,0,0,0 +73,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,18950,28,5,2002,28817,Petrol,110,1,Grey,0,1598,5,4,5,85,1130,1,1,3,1,1,1,1,1,0,1,1,1,1,0,1,0,1,0,0,0,0 +74,TOYOTA Corolla 1.4 16V VVT I 5DR 4/5-Doors,15750,23,10,2002,28227,Petrol,97,1,Grey,0,1400,5,4,5,85,1110,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,1,1,0,0,0,0 +75,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,19950,28,5,2002,28000,Petrol,110,0,Black,0,1600,5,4,5,85,1130,1,0,3,1,1,1,1,1,0,1,1,1,1,0,1,0,1,1,0,0,0 +76,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA COMFORT 4/5-Doors,16950,23,10,2002,28000,Petrol,110,1,Grey,0,1600,5,4,5,85,1115,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +77,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,18750,31,2,2002,25266,Petrol,110,1,Grey,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +78,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA 4/5-Doors,18450,27,6,2002,23489,Petrol,110,0,Silver,0,1600,5,4,5,85,1115,0,1,3,1,1,1,0,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +79,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA 4/5-Doors,16895,29,4,2002,22575,Petrol,110,1,Grey,0,1600,5,4,5,85,1115,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,0,0,0,0,0 +80,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA 4/5-Doors,14900,30,3,2002,22000,Petrol,97,1,Grey,0,1400,5,4,5,85,1110,1,1,3,1,1,1,0,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +81,TOYOTA Corolla 1.6 5drs 1 4/5-Doors,18950,25,8,2002,20019,Petrol,110,1,Blue,1,16000,5,4,5,100,1180,0,0,3,1,1,1,1,1,0,1,1,1,1,0,0,0,0,0,0,0,0 +82,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA 4/5-Doors,17250,29,4,2002,20000,Petrol,110,1,Grey,0,1600,5,4,5,85,1115,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +83,TOYOTA Corolla 1.4 16V VVT I 5DR 4/5-Doors,15450,25,8,2002,17003,Petrol,97,1,Grey,0,1400,5,4,5,85,1110,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,1,1,0,0,0,0 +84,TOYOTA Corolla 1.6 16V VVT I 5DR SOL AUT4 4/5-Doors,17950,31,2,2002,16238,Petrol,110,1,Blue,1,1600,5,4,5,100,1180,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,1,0 +85,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,16650,25,8,2002,15414,Petrol,97,1,Grey,0,1400,5,4,5,85,1110,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +86,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,17450,28,5,2002,8537,Petrol,110,1,Grey,0,1600,5,4,5,85,1130,0,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,0 +87,TOYOTA Corolla 1.4 VVTI (Nw type) 4/5-Doors,14900,30,3,2002,7000,Petrol,97,1,Silver,0,1400,5,4,5,85,1100,0,0,12,1,1,0,1,0,0,0,1,0,1,1,0,0,0,0,1,0,0 +88,TOYOTA Corolla 2.0 D4D 90 3DR TERRA COMF BNS 2/3-Doors,17950,20,1,2003,66966,Diesel,90,1,Blue,0,2000,3,4,5,210,1245,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +89,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,15950,19,2,2003,51884,Petrol,97,1,Grey,0,1400,3,4,5,85,1100,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +90,TOYOTA Corolla 2.0 D4D 110 3DR SOL 2/3-Doors,21950,19,2,2003,50005,Diesel,110,1,Grey,0,2000,3,4,5,234,1265,1,1,3,1,1,1,1,1,1,1,1,1,1,0,0,1,1,0,0,0,0 +91,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,16450,20,1,2003,48110,Petrol,97,1,Black,0,1400,3,4,5,85,1100,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +92,TOYOTA Corolla 2.0 D4D 90 3DR SOL BNS 2/3-Doors,22250,20,1,2003,37500,Diesel,90,1,Black,0,2000,3,4,5,234,1260,0,1,3,1,1,1,1,1,1,1,1,1,1,0,0,1,1,0,0,0,0 +93,TOYOTA Corolla 2.0 D 4D Linea Sol 3 Doors 2/3-Doors,19950,16,5,2003,34472,Diesel,90,1,Grey,0,1995,3,4,5,234,1260,0,0,3,1,1,1,1,1,0,1,1,1,1,0,0,0,0,1,0,0,0 +94,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,15950,20,1,2003,33329,Petrol,97,1,Grey,0,1400,3,4,5,85,1100,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +95,TOYOTA Corolla 1.6 16v VVT-i Linea Sol 2/3-Doors,18900,20,1,2003,31850,Petrol,110,0,Black,0,1600,3,4,5,85,1120,0,1,20,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +96,TOYOTA Corolla 2.0 D4D Linea Sol 3 Doors 2/3-Doors,19950,17,4,2003,30351,Diesel,90,1,Blue,0,1995,3,4,5,234,1260,0,0,3,1,1,1,1,1,0,1,1,1,1,0,0,0,0,0,0,0,0 +97,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,15950,19,2,2003,29435,Petrol,97,1,Black,0,1400,3,4,5,85,1100,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +98,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,15950,19,2,2003,25948,Petrol,97,1,Blue,0,1400,3,4,5,85,1100,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +99,TOYOTA Corolla 1.6 16V VVT I 3DR SOL 2/3-Doors,18750,11,10,2003,24500,Petrol,110,1,Blue,0,1600,3,4,5,85,1120,0,0,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,1,0,0,0 +100,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,17450,18,3,2003,23902,Petrol,97,1,Grey,0,1400,3,4,5,85,1100,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,1,0,0,0 +101,TOYOTA Corolla 1.6 16V VVT I 3DR SOL 2/3-Doors,18990,20,1,2003,23175,Petrol,110,1,Grey,0,1600,3,4,5,85,1120,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,0 +102,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,16250,19,2,2003,19200,Petrol,97,1,Blue,0,1400,3,4,5,85,1100,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,1,0,0,0 +103,TOYOTA Corolla 1.4 VVT-i Sol 2/3-Doors,18500,13,8,2003,18000,Petrol,71,0,Grey,0,1400,3,4,5,85,1125,0,1,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +104,TOYOTA Corolla 1.6 16V VVT I 3DR TERRA COMFORT 2/3-Doors,18500,11,10,2003,16123,Petrol,110,1,Grey,0,1600,3,4,5,85,1105,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,1,1,1,0,0,0 +105,TOYOTA Corolla 1.6 16V VVT I 3DR TERRA COMF AUT 2/3-Doors,19450,11,10,2003,14635,Petrol,110,1,Blue,1,1600,3,4,5,100,1155,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +106,TOYOTA Corolla 1.4 16V VVT I 3DR TERRA COMFORT 2/3-Doors,16950,19,2,2003,13748,Petrol,97,1,Green,0,1400,3,4,5,85,1100,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +107,TOYOTA Corolla 1.6 VVT-i Linea Terra Comfort 2/3-Doors,18800,14,7,2003,11500,Petrol,110,1,Blue,0,1600,3,4,5,69,1045,0,0,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +108,TOYOTA Corolla 1.4 16V VVT I 3DR 2/3-Doors,17450,17,4,2003,10000,Petrol,97,1,Grey,0,1400,3,4,5,85,1100,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +109,TOYOTA Corolla 1.6 16V VVT I 3DR TERRA COMFORT 2/3-Doors,17950,20,1,2003,7187,Petrol,110,1,Blue,0,1600,3,4,5,85,1105,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +111,TOYOTA Corolla VERSO 2.0 D4D SOL (7) BNS MPV,32500,4,5,2004,1,Diesel,116,0,Grey,0,2000,5,4,5,283,1480,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,0 +112,TOYOTA Corolla VERSO 2.0 D4D SOL (7) MPV,31000,4,5,2004,4000,Diesel,116,1,Grey,0,2000,5,4,5,283,1480,0,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,0 +113,TOYOTA Corolla VERSO 2.0 D4D SOL (7) MPV,31275,4,5,2004,1500,Diesel,116,1,Grey,0,2000,5,4,5,283,1480,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +114,TOYOTA Corolla VERSO 2.0 D4D LINEA SOL MPV,24950,8,1,2004,13253,Diesel,116,1,Grey,0,2000,5,4,5,234,1320,0,0,3,1,1,1,1,1,0,1,1,1,1,0,0,0,0,0,0,0,0 +115,TOYOTA Corolla VERSO 2.0 D4D LINEA SOL MPV,24950,8,1,2004,13253,Diesel,116,1,Grey,0,2000,5,4,5,234,1320,0,0,3,1,1,1,1,1,0,1,1,1,1,0,0,0,0,0,0,0,0 +116,TOYOTA Corolla 2.0 D4D 116 5DR LUNA 4/5-Doors,22950,7,2,2004,10000,Diesel,116,1,Silver,0,2000,5,4,5,234,1270,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,1,0,0,0 +117,TOYOTA Corolla 2.0 D4D 90 WAGON SOL Stationwagen,24990,8,1,2004,6000,Diesel,90,1,Grey,0,2000,5,4,5,234,1280,1,1,3,1,1,1,1,1,1,0,1,1,1,0,0,1,1,1,0,0,0 +118,TOYOTA Corolla 2.0 D4D 90 5DR SOL 4/5-Doors,21950,8,1,2004,10841,Diesel,90,1,Grey,0,2000,5,4,5,234,1270,0,1,3,1,1,1,1,1,1,1,1,1,1,0,0,0,1,0,0,0,0 +119,TOYOTA Corolla 1.6 16V VVT I 3DR TERRA COMFORT 2/3-Doors,17900,7,2,2004,1,Petrol,110,1,Grey,0,1600,3,4,5,85,1105,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +120,TOYOTA Corolla 2.0 D4D 90 5DR TERRA COMFORT 4/5-Doors,19250,20,1,2003,63000,Diesel,90,1,Blue,0,2000,5,4,5,234,1255,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +121,TOYOTA Corolla 2.0 D4D 110 5DR EXEC BNS 4/5-Doors,22250,17,4,2003,57313,Diesel,110,1,Blue,0,2000,5,4,5,234,1275,1,1,3,1,1,0,1,1,1,1,1,1,1,0,1,0,1,1,0,0,0 +122,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA COMFORT 4/5-Doors,18950,13,8,2003,57037,Petrol,110,0,Silver,0,1600,5,4,5,85,1115,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +123,TOYOTA Corolla 2.0 D4D Linea Terra Comfort 4/5-Doors,19950,19,2,2003,51099,Diesel,90,1,Silver,0,2000,5,4,5,234,1255,0,0,3,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +124,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA 4/5-Doors,16350,14,7,2003,40010,Petrol,110,1,Black,0,1600,5,4,5,85,1115,1,1,3,1,1,1,0,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +125,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,18950,20,1,2003,39115,Petrol,110,1,Blue,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,1 +126,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,16950,17,4,2003,36012,Petrol,110,0,Red,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,0 +127,TOYOTA Corolla 1.6 16V VVT I 5DR EXEC 4/5-Doors,21750,16,5,2003,36000,Petrol,110,1,Black,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,0 +128,TOYOTA Corolla 1.6 VVT-i Linea Sol 4/5-Doors,15950,20,1,2003,36000,Petrol,110,1,Blue,0,1600,5,4,5,19,1075,0,1,3,1,1,0,1,0,0,0,1,1,1,1,0,0,0,1,1,0,1 +129,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,16500,20,1,2003,35000,Petrol,97,1,Blue,0,1400,5,4,5,85,1110,0,0,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +130,TOYOTA Corolla 1.4 16V VVT I 5DR SOL 4/5-Doors,17950,17,4,2003,33740,Petrol,97,1,Blue,0,1400,5,4,5,85,1135,0,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,0 +131,TOYOTA Corolla 1.6 vvt-i nw model comfort airco 5drs 4/5-Doors,15850,13,8,2003,33477,Petrol,110,1,Black,0,1600,5,4,5,19,1075,0,0,3,1,1,1,1,0,1,1,1,1,1,0,0,0,0,0,0,0,0 +132,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,16250,20,1,2003,32627,Petrol,97,1,Grey,0,1400,5,4,5,85,1110,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +133,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,15950,20,1,2003,29797,Petrol,97,1,Blue,0,1400,5,4,5,85,1110,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +134,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,16250,19,2,2003,29441,Petrol,97,1,Blue,0,1400,5,4,5,85,1110,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +135,TOYOTA Corolla 1 6-16v VVT-i Linea Terra Comfort Airco 5drs 4/5-Doors,15950,13,8,2003,29371,Petrol,110,1,Black,0,1600,4,4,5,19,1105,0,0,24,1,1,1,1,0,1,1,1,1,1,0,0,0,0,0,0,0,0 +136,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,16500,20,1,2003,29000,Petrol,97,0,Blue,0,1400,5,4,5,85,1110,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +137,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,16500,19,2,2003,27821,Petrol,97,0,Grey,0,1400,5,4,5,85,1110,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +138,TOYOTA Corolla 1.4 16V VVT I 5DR SOL 4/5-Doors,18450,19,2,2003,27371,Petrol,97,0,Black,0,1400,5,4,5,85,1135,0,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +139,TOYOTA Corolla 1.6 terra comfort 5drs airco 4/5-Doors,16250,13,8,2003,25170,Petrol,110,1,Black,0,1600,5,4,5,19,1105,0,0,24,1,1,1,1,0,1,1,1,1,1,0,0,0,0,0,0,0,0 +140,TOYOTA Corolla Luna 5drs D4D116 PK 4/5-Doors,23000,11,10,2003,25000,Diesel,116,1,Grey,0,2000,5,4,5,64,1320,0,0,3,1,1,1,1,0,1,1,1,1,1,0,0,0,0,1,0,0,0 +141,TOYOTA Corolla 1.6i 16V VVT I SOL + Navigatie 4/5-Doors,19900,20,1,2003,23000,Petrol,110,1,Blue,0,1600,5,4,5,85,1130,0,0,3,1,1,1,1,1,0,1,1,1,1,0,0,0,0,0,0,0,0 +142,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,16450,20,1,2003,22588,Petrol,97,1,Silver,0,1400,5,4,5,85,1110,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +143,TOYOTA Corolla 1.8 VVTL-i T-Sport 3-Drs 4/5-Doors,23950,19,2,2003,21684,Petrol,192,1,Silver,0,1800,5,4,5,19,1185,0,1,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,1,1,0,0 +144,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,19950,13,8,2003,21428,Petrol,110,1,Black,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,0 +145,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA COMF 4/5-Doors,18500,16,5,2003,20629,Petrol,110,1,Grey,0,1600,4,4,5,85,1090,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +146,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,18950,15,6,2003,20270,Petrol,110,1,Blue,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +147,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA 4/5-Doors,16450,16,5,2003,20105,Petrol,97,0,Black,0,1400,5,4,5,85,1110,1,1,3,1,1,1,0,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +148,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA COMF AUT 4/5-Doors,20500,20,1,2003,20000,Petrol,110,0,Blue,1,1600,5,4,5,100,1165,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +149,TOYOTA Corolla 1.6 16V VVT I 5DR EXEC BNS 4/5-Doors,24500,13,8,2003,19988,Petrol,110,1,Grey,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,0 +150,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,19450,19,2,2003,18328,Petrol,110,0,Grey,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,0 +151,TOYOTA Corolla 1.6 16V VVT I SEDAN SOL AUT4 4/5-Doors,20950,14,7,2003,17896,Petrol,110,1,Silver,1,1600,4,4,5,85,1150,0,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +152,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,17200,20,1,2003,17300,Petrol,97,1,Grey,0,1400,5,4,5,85,1110,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +153,TOYOTA Corolla 1.6 16V VVT I 5DR SOL BNS 4/5-Doors,19950,19,2,2003,17038,Petrol,110,0,Black,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,0 +154,TOYOTA Corolla 1.4 16V VVT I 5DR LUNA BNS 4/5-Doors,18450,10,11,2003,13747,Petrol,97,1,Black,0,1400,5,4,5,85,1110,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,1,1,1,0,0,0 +155,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA COMFORT 4/5-Doors,19500,12,9,2003,13634,Petrol,110,1,Silver,0,1600,5,4,5,85,1115,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,1,1,1,0,0,0 +156,TOYOTA Corolla 1.6 16V VVT I 5DR EXEC 4/5-Doors,21750,13,8,2003,13178,Petrol,110,1,Black,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,1,0,0,0 +157,TOYOTA Corolla 1.4 16V VVT I SEDAN TERRA COMF 4/5-Doors,16868,15,6,2003,13157,Petrol,97,1,Blue,0,1400,4,4,5,85,1085,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +158,TOYOTA Corolla 1.6 16V VVT I SEDAN SOL 4/5-Doors,19500,16,5,2003,13000,Petrol,110,1,Grey,0,1600,4,4,5,85,1105,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +159,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA COMFORT 4/5-Doors,18900,11,10,2003,12500,Petrol,110,1,Blue,0,1600,5,4,5,85,1115,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +160,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,19750,17,4,2003,11999,Petrol,110,1,Grey,0,1600,5,4,5,85,1130,0,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,0 +161,TOYOTA Corolla 1.6 16V VVT I 5DR SOL AUT4 4/5-Doors,19750,16,5,2003,11754,Petrol,110,0,Grey,1,1600,5,4,5,100,1180,0,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +162,TOYOTA Corolla 1.6 16V VVT I SEDAN SOL 4/5-Doors,18950,16,5,2003,11000,Petrol,110,1,Blue,0,1600,4,4,5,85,1105,1,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,0,0,0 +163,TOYOTA Corolla 1.6 16v VVTi Linea Sol 4/5-Doors,20750,17,4,2003,10000,Petrol,110,0,Silver,0,1598,5,4,5,85,1105,0,1,12,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +164,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA COMFORT 4/5-Doors,19600,9,12,2003,7650,Petrol,110,1,Silver,0,1600,5,4,5,85,1115,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,0,0,0 +165,TOYOTA Corolla 1.6 16v VVTi Terra Comfort 4/5-Doors,19500,14,7,2003,6500,Petrol,110,1,Silver,0,1600,4,4,5,85,1100,0,1,28,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +166,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,17650,11,10,2003,6155,Petrol,97,1,Blue,0,1400,5,4,5,85,1110,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +167,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,19950,14,7,2003,6000,Petrol,110,0,Blue,0,1600,5,4,5,85,1130,0,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +168,TOYOTA Corolla 1.6 16V VVT I 5DR EXEC 4/5-Doors,19950,14,7,2003,5459,Petrol,110,1,Grey,0,1600,5,4,5,85,1130,0,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,0 +169,TOYOTA Corolla 1.6 16V VVT I SEDAN SOL BNS AUT4 4/5-Doors,20950,14,7,2003,5278,Petrol,110,1,Silver,1,1600,4,4,5,85,1150,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +170,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,20500,12,9,2003,5000,Petrol,110,1,Black,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +171,TOYOTA Corolla 1.4-16v VVT-i Linea Terra Comfort NIEUW AIRCO 4/5-Doors,17795,9,12,2003,1,Petrol,98,1,Silver,0,1400,4,4,5,19,1065,0,0,36,1,1,1,1,0,1,1,1,1,1,0,0,0,0,0,0,0,0 +172,TOYOTA Corolla 1.6-16v VVT-i Linea Terra Comfort AIRCO NIEUW 5DRS 4/5-Doors,18245,9,12,2003,1,Petrol,110,1,Grey,0,1600,5,4,5,19,1075,0,0,36,1,1,1,1,0,1,1,1,1,1,0,0,0,0,0,0,0,0 +173,TOYOTA Corolla 1.6-16v VVT-i Executive B.edition 4/5-Doors,23750,8,1,2004,11000,Petrol,110,1,Blue,0,1600,5,4,5,85,1130,0,1,24,1,1,0,0,0,0,0,1,1,1,1,0,0,0,1,1,0,0 +174,TOYOTA Corolla 1.4 16V VVT I 5DR LUNA 4/5-Doors,19500,8,1,2004,10077,Petrol,97,1,Black,0,1400,5,4,5,85,1110,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,1,1,1,0,0,0 +175,TOYOTA Corolla 1.4 16V VVT I 5DR LUNA 4/5-Doors,18950,8,1,2004,10000,Petrol,97,1,Grey,0,1400,5,4,5,85,1110,0,1,3,1,1,1,1,0,1,1,1,1,1,0,1,1,1,0,0,0,0 +176,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,21950,8,1,2004,9788,Petrol,110,1,Silver,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,1 +177,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,19950,8,1,2004,8574,Petrol,110,1,Black,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,1,0,0,0 +178,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA COMFORT 4/5-Doors,18950,8,1,2004,7000,Petrol,110,0,Grey,0,1600,5,4,5,85,1115,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,1,1,1,0,0,0 +179,TOYOTA Corolla 1.6 16V VVT I 5DR TERRA 4/5-Doors,19950,7,2,2004,6250,Petrol,110,1,Grey,0,1600,5,4,5,85,1115,0,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,1,0,0,0 +180,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,21950,8,1,2004,5000,Petrol,110,1,Grey,0,1600,5,4,5,85,1130,0,1,3,1,1,1,1,1,1,0,1,1,1,0,1,1,1,1,0,0,0 +181,TOYOTA Corolla 1.6 16V VVT I 5DR EXEC 4/5-Doors,22500,6,3,2004,3000,Petrol,110,0,Black,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,0,1,1,0,0,0 +182,TOYOTA Corolla 1.6 VVT-I 5DR LINEA TERRA 4/5-Doors,18500,7,2,2004,2000,Petrol,110,0,Red,0,1600,5,4,5,19,1075,0,1,24,1,1,0,1,0,1,1,1,1,1,0,1,0,0,1,0,0,0 +183,TOYOTA Corolla 1.4 16V VVT I 5DR TERRA COMFORT 4/5-Doors,18700,7,2,2004,450,Petrol,97,1,Grey,0,1400,5,4,5,85,1110,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +184,TOYOTA Corolla 1.4 16V 5DR TERRA 4/5-Doors,21125,2,7,2004,225,Petrol,97,1,Blue,0,1400,5,4,5,85,1110,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,1,0,0,0 +185,TOYOTA Corolla 1.6 16V VVT I 5DR SOL 4/5-Doors,21500,2,7,2004,15,Petrol,110,1,Blue,0,1600,5,4,5,85,1130,1,1,3,1,1,1,1,1,1,1,1,1,1,0,1,1,1,0,0,0,0 +186,TOYOTA Corolla 1.4-16v VVT-i Linea Terra Comfort NIEUW AIRCO 4/5-Doors,17795,1,8,2004,1,Petrol,98,1,Grey,0,1400,4,4,5,19,1100,0,0,36,1,1,1,1,0,1,1,1,1,1,0,0,0,0,0,0,0,0 +187,TOYOTA Corolla 1.6-16v VVT-i Linea Terra Comfort NIEUW AIRCO 5drs 4/5-Doors,18245,1,8,2004,1,Petrol,110,1,Grey,0,1600,5,4,5,19,1075,0,0,36,1,1,1,1,0,1,1,1,1,1,0,0,0,0,0,0,0,0 +188,TOYOTA Corolla 1.9 D HATCHB SOL 2/3-Doors,6950,43,2,2001,243000,Diesel,69,0,White,0,1900,3,4,5,185,1110,0,1,3,1,1,1,1,0,0,0,1,1,1,1,1,0,1,1,1,0,0 +189,TOYOTA Corolla 2.0 D4D SEDAN SOL 4/5-Doors,9500,38,7,2001,180638,Diesel,90,0,Red,0,2000,4,4,5,210,1160,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +190,TOYOTA Corolla 2.0 D4D LIFTB SOL 4/5-Doors,11950,40,5,2001,179860,Diesel,90,1,Blue,0,2000,5,4,5,210,1205,0,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +191,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,7750,43,2,2001,178858,CNG,110,0,White,0,1600,3,4,5,197,1084,0,1,3,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,0 +192,TOYOTA Corolla 1.9 D HATCHB TERRA 2/3-Doors,11950,40,5,2001,161000,Diesel,69,1,Grey,0,1900,3,4,5,185,1105,0,1,3,1,1,1,0,0,1,1,1,0,1,0,0,0,1,0,0,0,0 +193,TOYOTA Corolla 1.8D Stationwagen,4350,44,1,2001,158320,Diesel,69,0,White,0,1800,5,4,5,64,1110,0,0,3,1,1,0,0,0,1,0,1,1,1,0,0,0,0,0,0,0,0 +194,TOYOTA Corolla 1.8D 4/5-Doors,4750,44,1,2001,131273,Diesel,69,1,Silver,0,1800,5,4,5,64,1110,0,0,3,1,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +195,TOYOTA Corolla 1.9 D LIFTB TERRA 4/5-Doors,11750,40,5,2001,130062,Diesel,69,1,Red,0,1900,5,4,5,185,1140,0,1,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,0,0,0,1 +196,TOYOTA Corolla 1.9 D WAGON TERRA Stationwagen,13250,41,4,2001,123425,Diesel,69,1,Blue,0,1900,5,4,5,185,1140,0,1,3,1,1,1,1,0,0,1,1,1,1,0,0,0,1,0,0,0,0 +197,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,11950,37,8,2001,118217,Petrol,110,1,Red,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +198,TOYOTA Corolla 1.9 D Sedan 4/5-Doors,11900,44,1,2001,110000,Diesel,69,1,Silver,0,1900,5,4,5,185,1095,0,0,6,1,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +199,TOYOTA Corolla 2.0 D4D LIFTB SOL 4/5-Doors,14750,39,6,2001,108847,Diesel,90,1,Blue,0,2000,5,4,5,210,1205,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +200,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9950,42,3,2001,105699,Petrol,97,1,Grey,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +201,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11950,39,6,2001,98823,CNG,110,1,Blue,0,1600,5,4,5,197,1119,1,1,3,1,1,1,1,0,1,1,1,0,1,0,0,0,1,0,0,0,1 +202,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11495,44,1,2001,96829,Petrol,110,1,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,0,0,1,0,0,0,1,1,0,0,0 +203,TOYOTA Corolla 1.4 VVTI Linea Terra 2/3-Doors,11250,40,5,2001,96518,Petrol,97,1,Red,0,1400,3,4,5,69,1025,0,1,12,1,1,0,1,0,0,0,0,0,1,1,0,0,0,0,1,0,1 +204,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,10500,42,3,2001,92204,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +205,TOYOTA Corolla 1.9 D HATCHB SOL 2/3-Doors,10450,35,10,2001,91456,Diesel,69,1,Red,0,1900,3,4,5,185,1110,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +206,TOYOTA Corolla 19D LB Linea Terra 4/5-Doors,12950,43,2,2001,89968,Diesel,69,1,Green,0,1900,5,4,5,185,1140,0,0,3,0,1,1,0,0,0,0,1,1,1,1,0,0,1,1,1,0,0 +207,TOYOTA Corolla 1.6 16V VVT I HATCHB SOL 2/3-Doors,11500,44,1,2001,89757,Petrol,110,1,Black,0,1600,3,4,5,69,1045,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,1,1,1,0,0,0 +208,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,12500,40,5,2001,85389,Petrol,110,1,Silver,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +209,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,10950,43,2,2001,85017,Petrol,97,0,Red,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +210,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,11450,41,4,2001,84312,Petrol,110,0,Grey,0,1600,5,4,5,85,1080,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +211,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,11950,37,8,2001,82743,CNG,110,1,Green,0,1600,5,4,5,197,1121,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +212,TOYOTA Corolla 1.9 D WAGON TERRA Stationwagen,13250,41,4,2001,81106,Diesel,69,1,Black,0,1900,5,4,5,185,1140,0,1,3,1,1,1,1,0,1,0,1,0,1,0,0,0,1,0,0,0,0 +213,TOYOTA Corolla 2.0 D4D LIFTB SOL 4/5-Doors,14750,40,5,2001,80425,Diesel,90,1,Grey,0,2000,5,4,5,210,1205,0,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +214,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA AUT4 4/5-Doors,11790,34,11,2001,78677,Petrol,110,1,Blue,1,1600,5,4,5,85,1105,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,1 +215,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11450,40,5,2001,78425,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,1 +216,TOYOTA Corolla 2.0 D4D HATCHB SOL 2/3-Doors,13500,33,12,2001,78108,Diesel,90,1,Grey,0,2000,3,4,5,210,1170,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +217,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,10950,33,12,2001,77321,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +218,TOYOTA Corolla 1.9 D HATCHB TERRA 2/3-Doors,13500,33,12,2001,75699,Diesel,69,0,Green,0,1900,3,4,5,185,1105,1,1,3,1,1,1,1,0,1,0,1,1,1,1,0,0,1,0,1,0,0 +219,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10950,41,4,2001,75697,Petrol,97,1,Silver,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +220,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10950,44,1,2001,74846,Petrol,97,1,Black,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,0,1,0,1,0,0,0,1,1,0,0,0 +221,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,12950,38,7,2001,74319,Petrol,110,1,Black,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,1 +222,TOYOTA Corolla 1.6 Terra LB 4/5-Doors,11950,43,2,2001,74285,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,0,1,6,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,1 +223,TOYOTA Corolla 1.6 HB LINEA SOL 4/5-Doors,12450,44,1,2001,74172,Petrol,110,1,Black,0,1600,5,4,5,163,1615,1,1,3,0,1,0,1,0,0,1,1,1,1,0,0,0,1,0,0,0,0 +224,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,11950,40,5,2001,73042,Petrol,110,1,Blue,0,1598,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,1,1,1,1,0,0,0,1,0,0,0,1 +225,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,14950,44,1,2001,71793,CNG,110,1,Red,0,1600,4,4,5,197,1067,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,1 +226,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,12450,35,10,2001,71200,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,1,0,1,1,0,0,0,1,0,0,0,0 +227,TOYOTA Corolla 1.6 16V VVT I WAGON BLUE Stationwagen,12950,38,7,2001,67805,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +228,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,11950,35,10,2001,65988,Petrol,110,1,Blue,0,1600,3,4,5,69,1040,1,1,3,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,0 +229,TOYOTA Corolla 1.4 16V VVT I LIFTB LUNA 4/5-Doors,11690,34,11,2001,65345,Petrol,97,1,Red,0,1400,5,4,5,85,1060,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,1 +230,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,12450,42,3,2001,64564,Petrol,110,1,Silver,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +231,TOYOTA Corolla 1.4 16V VVT I LIFTB LUNA 4/5-Doors,12750,36,9,2001,63459,Petrol,97,1,Green,0,1400,5,4,5,85,1060,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,1,0,0,0 +232,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,11925,44,1,2001,63451,Petrol,97,0,Black,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +233,TOYOTA Corolla LIFTBACK 1.6-16v Linea Luna 4/5-Doors,12950,33,12,2001,62000,Petrol,110,1,Green,0,1600,5,4,5,19,1075,1,0,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +234,TOYOTA Corolla 1.4 16V VVT I HATCHB SOL 2/3-Doors,11950,42,3,2001,61300,Petrol,97,1,Blue,0,1400,3,4,5,69,1030,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +235,TOYOTA Corolla 1.6 16V VVT I HATCHB SOL 2/3-Doors,12900,41,4,2001,61200,Petrol,110,1,Blue,0,1600,3,4,5,69,1045,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,1,0,0,0 +236,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11900,41,4,2001,61000,Petrol,110,0,Red,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +237,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11650,38,7,2001,60829,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +238,TOYOTA Corolla 1.6 VVTI Linea Terra liftback 4/5-Doors,10950,44,1,2001,60500,Petrol,110,0,Red,0,1600,5,4,5,85,1075,1,1,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0 +239,TOYOTA Corolla 1.9 D HB SOL 2/3-Doors,13950,35,10,2001,59500,Diesel,69,1,Silver,0,1900,3,4,5,64,1110,1,0,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +240,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL AUT4 4/5-Doors,13950,44,1,2001,59000,Petrol,110,0,Grey,1,1600,5,4,5,85,1110,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +241,TOYOTA Corolla 1.6 VVT-i Linea Sol 4/5-Doors,11950,40,5,2001,58954,Petrol,110,1,Green,0,1600,5,4,5,85,1080,0,1,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +242,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,10950,38,7,2001,58798,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +243,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,12450,38,7,2001,58363,Petrol,110,1,Black,0,1600,3,4,5,85,1055,0,1,3,1,1,1,1,0,1,1,1,1,1,0,1,1,1,1,0,0,0 +244,TOYOTA Corolla 1.6 16V VVT I HATCHB SOL 2/3-Doors,11950,43,2,2001,58277,Petrol,110,1,Grey,0,1600,3,4,5,69,1045,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +245,TOYOTA Corolla 2.0 D4D HATCHB TERRA 2/3-Doors,13500,33,12,2001,57711,Diesel,90,1,Green,0,2000,3,4,5,210,1165,1,1,3,1,1,1,1,0,1,0,0,0,1,1,0,0,1,0,1,0,0 +246,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,11690,33,12,2001,57269,Petrol,110,1,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,0,1,1,1,1,0,0,1,0,1,0,0 +247,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,13500,39,6,2001,56001,Petrol,110,1,Black,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,1 +248,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,11950,42,3,2001,55968,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +249,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,12900,39,6,2001,55678,Petrol,110,1,Blue,0,1600,4,4,5,69,1030,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,1,0,0,1 +250,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,13500,43,2,2001,55539,Petrol,110,1,Red,0,1600,5,4,5,85,1085,1,1,3,1,1,1,1,0,0,0,0,0,1,1,0,1,1,0,1,0,0 +251,TOYOTA Corolla 1.6 GL LB 4/5-Doors,11750,42,3,2001,55400,Petrol,110,0,Red,0,1600,5,4,5,85,1075,1,1,3,0,1,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,1 +252,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11750,33,12,2001,55350,Petrol,110,0,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,1,0,1,0,0,0,1,0,0,0,0 +253,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,10850,43,2,2001,54600,Petrol,110,0,Blue,0,1600,4,4,5,69,1030,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +254,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11750,43,2,2001,53773,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1 +255,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA AUT4 4/5-Doors,14950,42,3,2001,53719,Petrol,110,1,Grey,1,1600,5,4,5,85,1105,1,1,3,1,1,1,0,0,1,0,1,1,1,0,0,0,1,0,0,0,1 +256,TOYOTA Corolla 1.6 Terra 5-Doors Liftback 4/5-Doors,9940,39,6,2001,53644,Petrol,110,1,Green,0,1600,5,4,5,19,1075,0,0,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +257,TOYOTA Corolla 1.6-16v Linea Terra LB 4/5-Doors,12900,42,3,2001,53350,Petrol,110,0,Black,0,1600,5,4,5,85,1075,1,1,12,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +258,TOYOTA Corolla 1.6I Luna liftback 4/5-Doors,13500,38,7,2001,53000,Petrol,110,1,Silver,0,1600,5,4,5,85,1075,0,1,6,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +259,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,11750,44,1,2001,52084,Petrol,97,1,Yellow,0,1400,3,4,5,69,1025,1,1,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,1,0,0,0 +260,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,11950,44,1,2001,52000,Petrol,97,0,Black,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +261,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,13450,33,12,2001,51945,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +262,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,11950,41,4,2001,51732,Petrol,97,1,Green,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +263,TOYOTA Corolla 1.6 16V VVT I WAGON TERRA Stationwagen,12495,39,6,2001,50873,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +264,TOYOTA Corolla 1.6 Linea Terra Sedan 4/5-Doors,13500,41,4,2001,50856,Petrol,110,0,Green,0,1600,4,4,5,69,1030,0,1,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +265,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,12750,40,5,2001,50640,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +266,TOYOTA Corolla 1.4 16V VVT I LIFTB LUNA 4/5-Doors,12000,39,6,2001,50000,Petrol,97,1,Black,0,1400,5,4,5,85,1060,0,0,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +267,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,11950,38,7,2001,49500,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,1 +268,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,12495,44,1,2001,49332,Petrol,110,1,Red,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +269,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,12450,34,11,2001,49291,Petrol,110,1,Black,0,1600,3,4,5,69,1040,1,1,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +270,TOYOTA Corolla 2.0 D4D LIFTB SOL 4/5-Doors,14750,40,5,2001,48952,Diesel,90,1,Blue,0,2000,5,4,5,210,1205,0,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,1 +271,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,10950,39,6,2001,48945,Petrol,110,0,Red,0,1600,3,4,5,69,1040,0,1,3,1,1,1,1,0,1,1,0,1,1,0,0,0,1,0,0,0,1 +272,TOYOTA Corolla 1.9 D HATCHB TERRA 2/3-Doors,13500,33,12,2001,48928,Diesel,69,1,Grey,0,1900,3,4,5,185,1105,1,1,3,1,1,1,1,0,0,0,0,0,1,1,0,0,1,0,1,0,0 +273,TOYOTA Corolla 1.6 16V VVT I WAGON TERRA Stationwagen,12950,38,7,2001,48197,Petrol,110,1,Black,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +274,TOYOTA Corolla 1.9 D HATCHB TERRA 2/3-Doors,13500,35,10,2001,48052,Diesel,69,1,Grey,0,1900,3,4,5,185,1105,1,1,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +275,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,13450,34,11,2001,48011,Petrol,110,1,Blue,0,1600,4,4,5,69,1030,1,1,3,1,1,1,1,0,1,0,0,1,1,0,0,0,1,0,0,0,0 +276,TOYOTA Corolla 1.6 Terra LB 4/5-Doors,13500,43,2,2001,48000,Petrol,110,1,Red,0,1600,5,4,5,85,1075,0,0,6,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +277,TOYOTA Corolla 1.6 16V VVT I WAGON TERRA Stationwagen,11480,41,4,2001,47350,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,1 +278,TOYOTA Corolla 1.4 16V VVT I LIFTB LUNA 4/5-Doors,13450,39,6,2001,46821,Petrol,97,1,Red,0,1400,5,4,5,85,1060,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,1 +279,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,11495,39,6,2001,46694,Petrol,110,0,Red,0,1600,3,4,5,69,1040,1,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0 +280,TOYOTA Corolla 1.4 VVTI L.Terra HB 4/5-Doors,12750,43,2,2001,46515,Petrol,97,0,Red,0,1400,5,4,5,69,1025,0,0,12,1,1,0,1,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +281,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,14990,38,7,2001,46327,Petrol,110,1,Black,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,1,0,0,0 +282,TOYOTA Corolla 1.4 16V VVT I LIFTB LUNA 4/5-Doors,12950,35,10,2001,46304,Petrol,97,1,Green,0,1400,5,4,5,85,1060,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +283,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,12950,40,5,2001,45886,Petrol,110,1,Green,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,1 +284,TOYOTA Corolla 1.4 LB LINEA TERRA 4/5-Doors,12850,39,6,2001,45713,Petrol,97,1,Blue,0,1400,5,4,5,19,1085,0,1,6,1,1,0,1,0,0,1,1,1,1,0,0,0,0,0,0,0,0 +285,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA AUT4 4/5-Doors,13950,40,5,2001,45600,Petrol,110,1,Grey,1,1600,5,4,5,85,1105,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,1 +286,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11950,41,4,2001,45287,Petrol,110,1,Red,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,1 +287,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,12950,39,6,2001,45081,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +288,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11700,40,5,2001,44830,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,1,0,0,1,0,0,0,1,0,0,0,1 +289,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9950,37,8,2001,44757,Petrol,97,0,Red,0,1400,3,4,5,69,1025,0,1,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +290,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,11895,44,1,2001,44218,Petrol,97,1,Grey,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,1,1,0,0,1 +291,TOYOTA Corolla 1.6 16V VVT I WAGON BLUE Stationwagen,12950,43,2,2001,43632,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,1,0,1,0,1,0,0,0,1,0,0,0,1 +292,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,12500,36,9,2001,43427,Petrol,110,1,Green,0,1600,3,4,5,69,1040,1,1,3,1,1,1,0,0,1,1,1,1,1,0,0,0,1,1,0,0,0 +293,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,13875,39,6,2001,43254,Petrol,110,1,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,1,1,1,1,0,0,0,1,0,0,0,0 +294,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,10500,35,10,2001,43000,Petrol,110,0,White,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,1,1,0,1,0,0,1,1,1,0,0,0 +295,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,12295,33,12,2001,42823,Petrol,110,1,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +296,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,13950,42,3,2001,42560,Petrol,110,1,Silver,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +297,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,10950,38,7,2001,41754,Petrol,110,0,Red,0,1600,3,4,5,69,1040,0,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +298,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,12950,44,1,2001,41499,CNG,110,1,Green,0,1600,5,4,5,197,1103,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +299,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,12850,40,5,2001,41339,Petrol,110,1,Blue,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,1 +300,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,13995,35,10,2001,41000,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +301,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,13750,39,6,2001,40000,Petrol,110,1,Grey,0,1600,3,4,5,85,1055,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,1,0,0,1 +302,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,12750,37,8,2001,39757,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,1 +303,TOYOTA Corolla 1.6 16V VVT I HATCHB SOL 2/3-Doors,12500,41,4,2001,39659,Petrol,110,1,Green,0,1600,3,4,5,69,1045,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +304,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,13950,43,2,2001,39650,Petrol,110,0,Blue,0,1600,3,4,5,85,1055,0,1,3,1,1,1,0,0,1,0,1,1,1,0,1,0,1,1,0,0,0 +305,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,11500,39,6,2001,39524,Petrol,97,1,Grey,0,1398,3,4,5,69,1025,1,1,3,1,1,0,1,0,0,1,1,0,1,0,0,0,1,0,0,0,0 +306,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,13950,44,1,2001,39516,Petrol,97,1,Grey,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,1,1,1,0,1,0,0,0,1,0,0,0,1 +307,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,11895,41,4,2001,39439,Petrol,97,0,Grey,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +308,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9950,44,1,2001,39000,Petrol,97,1,Blue,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,0,1,0,1,1,0,0,1,1,1,0,1 +309,TOYOTA Corolla 1.6 16v VVTi Terra Comfort 2/3-Doors,13500,42,3,2001,38932,Petrol,110,1,Green,0,1600,3,4,5,69,1040,0,1,12,1,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1 +310,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,11450,37,8,2001,38812,Petrol,97,0,Red,0,1400,3,4,5,69,1025,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,1,1,0,0,0,0 +311,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,12450,42,3,2001,38665,Petrol,110,1,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,1,0,0,0 +312,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,12950,40,5,2001,38653,Petrol,110,1,Green,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +313,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,13995,44,1,2001,38461,Petrol,110,1,Grey,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,1 +314,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,11750,42,3,2001,38078,Petrol,97,0,Grey,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +315,TOYOTA Corolla 1.4 16V VVT I LIFTB LUNA 4/5-Doors,11650,39,6,2001,37782,Petrol,97,1,Red,0,1400,5,4,5,85,1060,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +316,TOYOTA Corolla 1.4 16V VVT I HATCHB SOL 2/3-Doors,9950,43,2,2001,37576,Petrol,97,0,Grey,0,1400,3,4,5,69,1030,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +317,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,13950,41,4,2001,37533,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +318,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,12950,44,1,2001,37389,Petrol,110,1,Black,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,1 +319,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10950,38,7,2001,37320,Petrol,97,1,Blue,0,1400,3,4,5,69,1025,0,1,3,1,1,1,1,0,1,1,0,0,1,1,0,0,1,0,1,0,0 +320,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9900,42,3,2001,37000,Petrol,97,1,Green,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +321,TOYOTA Corolla 1.6 SDN LINEA TERRA 4/5-Doors,11950,44,1,2001,37000,Petrol,110,0,Green,0,1600,4,4,5,19,1075,0,1,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +322,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 4/5-Doors,11990,40,5,2001,36566,Petrol,110,0,Red,0,1600,5,4,5,85,1090,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,1,1,1,0,0,0 +323,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,10750,36,9,2001,36269,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,1 +324,TOYOTA Corolla 1.6 VVTi Linea terra 4/5-Doors,13950,37,8,2001,36074,Petrol,110,1,Silver,1,1600,5,4,5,19,1075,0,1,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,1,0 +325,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,11250,44,1,2001,36066,Petrol,110,1,Black,0,1600,3,4,5,69,1040,1,1,3,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,1 +326,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,12950,39,6,2001,34599,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,1 +327,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11950,41,4,2001,34000,Petrol,110,1,Red,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,1,1,0,1,0,0,0,1,0,0,1,1 +328,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10950,42,3,2001,33623,Petrol,97,1,Grey,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +329,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,12950,33,12,2001,33591,Petrol,110,1,Red,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +330,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,12950,35,10,2001,33258,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,1,1,1,1,0,0,1,0,1,0,1 +331,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11695,43,2,2001,33113,Petrol,110,1,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +332,TOYOTA Corolla 1.6v VVT-i Linea Sol 4/5-Doors,11000,41,4,2001,33000,Petrol,110,1,Silver,1,1600,5,4,6,19,1075,0,0,3,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +333,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,13950,35,10,2001,32941,Petrol,110,1,Yellow,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +334,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11950,38,7,2001,32781,Petrol,110,0,Blue,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +335,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,11750,40,5,2001,32532,Petrol,110,1,Black,0,1600,3,4,5,69,1040,1,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +336,TOYOTA Corolla 1.4 16V VVT I LIFTB LUNA 4/5-Doors,12400,34,11,2001,32431,Petrol,97,1,Silver,0,1400,5,4,5,85,1060,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +337,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,12500,35,10,2001,32000,Petrol,110,0,Black,0,1600,3,4,5,69,1040,0,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +339,TOYOTA Corolla 1.6I LIFTBACK 4/5-Doors,12900,33,12,2001,31000,Petrol,110,1,Silver,0,1600,5,4,5,19,1075,0,1,6,1,1,0,1,0,1,0,1,1,1,0,0,0,0,1,0,0,0 +340,TOYOTA Corolla 1.6 16V VVT I HATCHB SOL 2/3-Doors,12200,41,4,2001,30989,Petrol,110,0,Green,0,1600,3,4,5,69,1045,0,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +341,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,12750,43,2,2001,30742,Petrol,110,1,Silver,0,1600,3,4,5,69,1040,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +342,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11950,42,3,2001,30190,Petrol,110,1,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,1 +343,TOYOTA Corolla Liftback 1.6 VVTI 4/5-Doors,11900,41,4,2001,29716,Petrol,116,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1 +344,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA AUT4 2/3-Doors,11950,44,1,2001,29716,Petrol,110,1,Silver,1,1600,3,4,5,85,1070,1,1,3,1,1,1,1,0,0,0,0,0,1,1,0,0,1,0,1,0,0 +345,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,14950,42,3,2001,29640,Petrol,110,0,Red,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,1,1,1,0,0,0 +346,TOYOTA Corolla 1.4 16V VVT I LIFTB LUNA 4/5-Doors,11950,41,4,2001,29056,Petrol,97,1,Grey,0,1400,5,4,5,85,1060,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,1 +347,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,12950,33,12,2001,28715,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +348,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 4/5-Doors,14950,41,4,2001,28571,Petrol,110,0,Red,0,1600,5,4,5,85,1090,1,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,1,0,0,0 +349,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,13450,40,5,2001,28362,Petrol,110,1,Blue,0,1600,3,4,5,69,1040,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,1,0,0,1 +350,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,13750,38,7,2001,28150,Petrol,110,1,Red,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +351,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,12950,43,2,2001,27301,Petrol,110,1,Grey,0,1600,3,4,5,69,1040,1,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,1 +352,TOYOTA Corolla 1.6 Terra LB Comf. 4/5-Doors,12750,33,12,2001,27240,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,0,0,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +353,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,11895,39,6,2001,27170,Petrol,97,1,Yellow,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0 +354,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,9950,42,3,2001,27141,Petrol,97,1,Green,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +355,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,12450,38,7,2001,26262,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +356,TOYOTA Corolla 1.4 16V VVT I LIFTB LUNA 4/5-Doors,12500,38,7,2001,26000,Petrol,97,1,Grey,0,1400,5,4,5,85,1060,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +357,TOYOTA Corolla 1.6 16V VVT I HATCHB SOL 2/3-Doors,14950,43,2,2001,25228,Petrol,110,1,Blue,0,1600,3,4,5,69,1045,1,1,3,1,1,1,1,0,1,0,1,1,1,1,1,0,1,0,1,0,0 +358,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,13750,39,6,2001,25062,Petrol,110,1,Green,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +359,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA AUT4 4/5-Doors,12695,39,6,2001,24723,Petrol,110,1,Green,1,1600,4,4,5,85,1060,1,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0 +360,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,14990,33,12,2001,24650,Petrol,110,1,Black,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,1,1,1,0,0,0 +361,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,12750,43,2,2001,24553,Petrol,110,1,Green,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,0,1,1,1,1,1,0,1,0,1,0,0 +362,TOYOTA Corolla 1.6 VVTi Terra Comfort 4/5-Doors,14350,41,4,2001,24475,Petrol,110,1,Red,0,1600,5,4,5,69,1030,0,1,12,0,1,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0 +363,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,12950,39,6,2001,24444,Petrol,110,1,Blue,0,1600,3,4,5,69,1040,1,1,3,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,1 +364,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,11500,35,10,2001,24011,Petrol,97,0,Grey,0,1400,3,4,5,69,1025,1,1,3,0,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +365,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,11950,41,4,2001,24000,Petrol,97,1,Grey,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +366,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,13450,40,5,2001,23616,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +367,TOYOTA Corolla 1.6 16V VVT I LIFTB LUNA 4/5-Doors,12900,38,7,2001,22865,Petrol,110,1,Silver,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +368,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,10500,41,4,2001,22780,Petrol,86,1,Green,0,1300,5,4,5,69,1035,1,1,3,1,1,1,0,0,1,0,1,0,1,1,1,1,1,1,1,0,0 +369,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10950,35,10,2001,21904,Petrol,97,0,Blue,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +370,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,11950,41,4,2001,21651,Petrol,97,0,Green,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +371,TOYOTA Corolla 1.6 VVTI Linea Terra Comfort 4/5-Doors,11450,37,8,2001,21500,Petrol,110,1,Red,0,1600,5,4,5,69,1030,1,0,12,1,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1 +372,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,13250,44,1,2001,21027,Petrol,110,1,Green,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,1 +373,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,10250,39,6,2001,18500,Petrol,110,0,Red,0,1600,4,4,5,69,1030,0,0,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +374,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,13995,35,10,2001,18000,Petrol,110,1,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,1 +375,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,11950,40,5,2001,17051,Petrol,97,0,Grey,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +376,TOYOTA Corolla 1.4 LB LINEA TERRA 4/5-Doors,13250,33,12,2001,16512,Petrol,97,1,Grey,0,1400,5,4,5,19,1085,0,1,3,1,1,0,1,0,0,1,1,1,1,0,0,0,0,0,0,0,0 +377,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,12950,40,5,2001,16325,Petrol,110,1,Silver,0,1600,5,4,5,85,1080,0,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +378,TOYOTA Corolla 1.4 16V VVT I LIFTB LUNA 4/5-Doors,11750,38,7,2001,16000,Petrol,97,1,Grey,0,1400,5,4,5,85,1060,0,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +379,TOYOTA Corolla 1.6 Linea Terra LB 4/5-Doors,11500,39,6,2001,12000,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,0,12,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +380,TOYOTA Corolla 1.4 VVTI LB 4/5-Doors,13500,43,2,2001,10000,Petrol,97,1,Blue,0,1400,5,4,5,85,1060,0,0,6,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +381,TOYOTA Corolla 1.9 D HATCHB SOL 2/3-Doors,6500,53,4,2000,216000,Diesel,69,0,White,0,1900,3,4,5,185,1110,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +382,TOYOTA Corolla 1.9 D SEDAN TERRA 4/5-Doors,6400,51,6,2000,198167,Diesel,69,0,Red,0,1900,4,4,5,185,1095,0,1,3,1,1,1,1,0,0,0,1,1,1,1,0,0,1,0,1,0,0 +383,TOYOTA Corolla 1.9 D HATCHB TERRA 2/3-Doors,7000,53,4,2000,176000,Diesel,69,0,Blue,0,1900,3,4,5,185,1105,0,1,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +384,TOYOTA Corolla 2.0 DSL SEDAN LINEA TERRA 4/5-Doors,7750,54,3,2000,174139,Diesel,72,1,Blue,0,2000,4,4,5,185,1100,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,0,0,1,0,1 +385,TOYOTA Corolla 1.9 D Sedan 4/5-Doors,8900,45,12,2000,174000,Diesel,69,1,Silver,0,1900,5,4,5,185,1095,0,0,6,1,1,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0 +386,TOYOTA Corolla 1.6 VVTi Linea terra 2/3-Doors,8500,55,2,2000,150000,CNG,110,1,Blue,0,1600,3,4,5,72,1075,0,0,6,0,0,0,1,0,0,0,0,1,1,0,0,0,0,1,0,0,0 +387,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,8950,54,3,2000,149329,Diesel,72,1,Red,0,2000,5,4,5,185,1135,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +388,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,9900,51,6,2000,146736,Petrol,110,1,Silver,0,1600,5,4,5,85,1080,0,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,1 +389,TOYOTA Corolla 1.9 D LIFTB LUNA 4/5-Doors,10250,53,4,2000,143513,Diesel,69,0,Grey,0,1900,5,4,5,185,1140,0,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +390,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,9250,48,9,2000,142130,CNG,110,0,Red,0,1600,5,4,5,197,1119,0,1,3,1,1,1,1,0,1,1,0,0,1,0,0,0,1,0,0,0,1 +391,TOYOTA Corolla 1.9 D WGN LINEA TERRA Stationwagen,7750,48,9,2000,140700,Diesel,69,1,Grey,0,1900,5,4,5,64,1110,0,1,3,1,1,0,1,0,0,1,1,1,1,0,0,0,0,0,0,0,0 +392,TOYOTA Corolla 1.9 D SEDAN TERRA 4/5-Doors,9450,54,3,2000,138394,Diesel,69,1,Silver,0,1900,4,4,5,185,1095,0,1,3,1,1,1,1,0,1,1,0,0,1,0,0,0,1,1,0,0,0 +393,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,7750,55,2,2000,137000,Diesel,72,1,Blue,0,2000,5,4,5,185,1135,0,0,3,1,1,1,1,0,0,0,1,0,1,0,0,1,1,0,0,0,0 +394,TOYOTA Corolla 1.9 D WAGON TERRA Stationwagen,8250,52,5,2000,135258,Diesel,69,1,Grey,0,1900,5,4,5,185,1140,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,1 +395,TOYOTA Corolla 1.6 16V VVT I WAGON TERRA Stationwagen,9950,49,8,2000,131364,Petrol,110,1,Black,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +396,TOYOTA Corolla 1.8D Stationwagen,4450,56,1,2000,129155,Diesel,69,0,White,0,1800,5,4,5,64,1110,0,0,3,1,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0 +397,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,9950,50,7,2000,126110,Petrol,110,0,Black,0,1600,3,4,5,85,1055,0,1,3,1,1,1,0,0,1,0,1,1,1,0,1,0,1,1,0,0,0 +398,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,9000,48,9,2000,119742,Petrol,110,1,Blue,0,1600,5,4,5,85,1080,0,1,3,1,1,1,1,0,1,1,1,1,1,1,1,0,1,1,1,0,0 +399,TOYOTA Corolla 1.9 D LB LINEA SOL 4/5-Doors,9950,53,4,2000,117913,Diesel,69,1,Blue,0,1900,5,4,5,64,1110,0,1,3,1,1,0,1,0,0,1,1,1,1,0,1,0,0,1,0,0,0 +400,TOYOTA Corolla 2.0 D4D HATCHB TERRA 2/3-Doors,12450,47,10,2000,117430,Diesel,90,1,Blue,0,2000,3,4,5,210,1165,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,1,0,0,0 +401,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,10500,55,2,2000,117175,Petrol,110,1,Green,0,1600,4,4,5,69,1035,1,1,3,1,1,1,1,0,1,0,1,0,1,0,1,0,1,0,0,0,0 +402,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,10750,54,3,2000,115558,Petrol,110,1,Blue,0,1600,4,4,5,69,1035,1,1,3,1,1,1,1,0,0,0,1,1,1,1,1,0,1,0,1,0,1 +403,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,8950,53,4,2000,115113,Petrol,97,1,Grey,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,1 +404,TOYOTA Corolla 1.9 D LIFTB TERRA 4/5-Doors,10500,54,3,2000,115046,Diesel,69,1,Blue,0,1900,5,4,5,185,1140,0,1,3,1,1,1,1,0,1,1,1,0,1,0,0,0,1,0,0,0,0 +405,TOYOTA Corolla 2.0D 4/5-Doors,5150,56,1,2000,113997,Diesel,72,1,Green,0,2000,5,4,5,64,1135,0,0,3,1,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0 +406,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,10950,49,8,2000,107859,Petrol,97,0,Blue,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +407,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9450,52,5,2000,104805,Petrol,97,1,Black,0,1400,3,4,5,69,1025,1,1,3,1,1,1,1,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +408,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,54,3,2000,103454,Petrol,110,1,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +409,TOYOTA Corolla 1.9 D WAGON TERRA Stationwagen,10950,51,6,2000,103018,Diesel,69,0,White,0,1900,5,4,5,185,1140,0,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,1 +410,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,11900,47,10,2000,102352,Petrol,110,1,Red,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +411,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,9950,50,7,2000,102030,Petrol,97,1,Green,0,1400,5,4,5,85,1060,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +412,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,11950,54,3,2000,101352,Petrol,110,0,Red,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +413,TOYOTA Corolla 1.6 16v TERRA 4/5-Doors,7900,50,7,2000,99865,Petrol,110,1,Red,0,1600,4,4,5,69,1035,0,1,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +414,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,10950,52,5,2000,99323,Petrol,110,1,Black,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,1,0,0,0 +415,TOYOTA Corolla 1.9 D LIFTB TERRA 4/5-Doors,8950,48,9,2000,98100,Diesel,69,1,Grey,0,1900,5,4,5,185,1140,0,1,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +416,TOYOTA Corolla 1.6 16V VVT I WAGON TERRA Stationwagen,11950,51,6,2000,98040,Petrol,110,0,Grey,0,1600,5,4,5,85,1080,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +417,TOYOTA Corolla 1.6 HB SOL 2/3-Doors,10900,49,8,2000,97600,Petrol,110,1,Silver,0,1600,3,4,5,69,1045,0,1,6,1,0,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +418,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,9950,55,2,2000,97234,Petrol,110,0,Blue,0,1600,5,4,5,85,1080,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +419,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,9950,51,6,2000,96135,Diesel,72,0,Black,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +420,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,10950,54,3,2000,96100,Petrol,110,1,Green,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +421,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,8950,55,2,2000,94401,Diesel,72,0,Red,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +422,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8950,55,2,2000,94122,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +423,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,10500,49,8,2000,91340,Petrol,110,1,Blue,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,1,0,0,1 +424,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,8950,53,4,2000,90200,Petrol,97,0,White,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0 +425,TOYOTA Corolla 1.9 D LIFTB TERRA 4/5-Doors,9250,53,4,2000,90097,Diesel,69,1,Red,0,1900,5,4,5,185,1140,1,1,3,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,1 +426,TOYOTA Corolla LIFTBACK 1.4 VVT-i LINEA TERRA 4/5-Doors,11500,48,9,2000,89049,Petrol,97,1,Black,0,1400,5,4,5,85,1060,0,1,12,1,1,0,1,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +427,TOYOTA Corolla 1.6 16V VVT I WAGON TERRA Stationwagen,9750,52,5,2000,89000,Petrol,110,0,Grey,0,1600,5,4,5,85,1075,0,0,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +428,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,9950,45,12,2000,87274,Petrol,110,1,Grey,0,1600,3,4,5,69,1040,1,1,3,1,1,1,0,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +429,TOYOTA Corolla 1.6 16V VVT I HATCHB SOL 2/3-Doors,11450,49,8,2000,86221,Petrol,110,0,Grey,0,1600,3,4,5,69,1045,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +430,TOYOTA Corolla 1.6 VVT-i L. Sol Wagon Stationwagen,12500,54,3,2000,84598,Petrol,110,0,Red,0,1600,5,4,5,19,1075,0,1,6,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +431,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,10500,50,7,2000,83567,Petrol,110,0,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,1 +432,TOYOTA Corolla 1.6 16V VVT I WAGON TERRA Stationwagen,12950,50,7,2000,83106,Petrol,110,1,Silver,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,0,0,1,0,0,0,1,0,0,0,1 +433,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,12200,50,7,2000,82805,Petrol,110,1,Green,0,1600,3,4,5,69,1040,1,1,3,1,1,1,1,0,0,1,0,0,1,0,0,0,1,0,0,0,0 +434,TOYOTA Corolla 1.4 16V VVT I HATCHB SOL 2/3-Doors,10950,50,7,2000,82735,Petrol,97,1,Black,0,1400,3,4,5,69,1030,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,1,0,0,0 +435,TOYOTA Corolla 1.6 LB LINEA SOL 4/5-Doors,10950,54,3,2000,81905,Petrol,110,1,Green,0,1600,5,4,5,19,1105,0,1,6,1,1,0,1,0,0,1,1,1,1,0,1,0,0,0,0,0,0 +436,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA AUT4 2/3-Doors,11290,49,8,2000,80320,Petrol,110,1,Silver,1,1600,3,4,5,85,1070,1,1,3,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,1 +437,TOYOTA Corolla 1.4 VVT-i Linea Sol HB 2/3-Doors,10750,49,8,2000,80090,Petrol,97,1,Silver,0,1400,3,4,5,69,1030,0,1,6,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +438,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,10895,53,4,2000,79800,Petrol,110,0,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +439,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11500,47,10,2000,78785,CNG,110,1,Black,0,1600,5,4,5,197,1119,1,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1 +440,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,9750,48,9,2000,78600,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,1,0,1,1,1,1,0,0,1,0,1,0,0 +441,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,10250,55,2,2000,77780,Petrol,110,0,Red,0,1600,3,4,5,69,1040,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +442,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,12500,49,8,2000,77648,Petrol,110,0,Red,0,1600,4,4,5,69,1030,1,1,3,1,1,1,0,0,0,1,1,0,1,0,0,0,1,0,0,0,0 +443,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,11950,54,3,2000,77270,Petrol,110,1,Blue,0,1600,4,4,5,69,1035,1,1,3,1,1,1,1,0,0,1,1,1,1,0,0,0,1,0,0,0,0 +444,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,10750,50,7,2000,76167,Petrol,97,1,Blue,0,1400,5,4,5,85,1060,1,1,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +445,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,11450,46,11,2000,75249,Petrol,110,1,Red,0,1600,4,4,5,69,1035,1,1,3,1,1,1,1,0,1,1,0,1,1,0,0,0,1,0,0,0,0 +446,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,11950,54,3,2000,75231,Petrol,110,1,Grey,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +447,TOYOTA Corolla 1.6 G6 HB 2/3-Doors,11750,48,9,2000,75045,Petrol,110,1,Silver,0,1600,3,4,6,85,1055,0,0,6,1,1,0,1,0,0,0,1,1,1,1,0,0,0,1,1,0,0 +448,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA AUT4 4/5-Doors,10950,50,7,2000,74849,Petrol,110,1,Red,1,1600,4,4,5,85,1060,1,1,3,1,1,1,0,0,0,0,0,1,1,0,0,0,1,0,0,0,0 +449,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,11950,55,2,2000,74715,Petrol,110,1,Grey,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +450,TOYOTA Corolla 1.9 D HATCHB TERRA 2/3-Doors,10995,49,8,2000,74656,Diesel,69,0,Silver,0,1900,3,4,5,185,1105,1,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,0 +451,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,11450,56,1,2000,74500,Petrol,97,0,Grey,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +452,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,8900,49,8,2000,74494,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,1,0,0,0,1 +453,TOYOTA Corolla 1.6 4/5-Doors,10500,50,7,2000,73634,Petrol,110,0,Blue,0,1587,5,4,5,85,1075,0,0,6,1,1,1,0,0,0,0,1,1,1,0,1,0,0,0,0,0,0 +454,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11750,47,10,2000,73403,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +455,TOYOTA Corolla 1.4 16V VVT I HATCHB SOL 2/3-Doors,11450,49,8,2000,73175,Petrol,97,1,Silver,0,1400,3,4,5,69,1030,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +456,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,12000,52,5,2000,73000,Petrol,110,0,Grey,0,1600,3,4,5,85,1055,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,1,0,0,0 +457,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA AUT4 2/3-Doors,11950,50,7,2000,72242,Petrol,110,0,Blue,1,1600,3,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +458,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9850,53,4,2000,72000,Petrol,97,1,Green,0,1400,3,4,5,69,1025,0,0,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +459,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,10950,54,3,2000,71725,Petrol,110,1,Blue,0,1600,4,4,5,69,1035,0,1,3,1,1,1,1,0,1,1,0,0,1,0,0,0,1,0,0,0,1 +460,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,10950,54,3,2000,71276,Petrol,110,0,Green,0,1600,5,4,5,85,1080,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +461,TOYOTA Corolla 1.9 D Linea Terra 2/3-Doors,8695,50,7,2000,70440,Diesel,69,1,Green,0,1900,3,4,5,185,1105,0,1,6,1,1,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +462,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,10990,53,4,2000,70239,Petrol,110,0,Blue,0,1600,3,4,5,69,1040,0,1,3,1,1,1,1,0,1,0,0,0,1,1,0,0,1,0,1,0,0 +463,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9500,55,2,2000,69813,Petrol,97,1,Silver,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,1 +464,TOYOTA Corolla 1.3 16V HATCHB G6 2/3-Doors,11950,49,8,2000,69659,Petrol,86,0,Red,0,1300,3,4,6,69,1025,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,0,0,0,0 +465,TOYOTA Corolla 1.4 16V VVT I LIFTB SOL 4/5-Doors,10750,46,11,2000,69574,Petrol,97,0,Blue,0,1400,5,4,5,85,1065,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +466,TOYOTA Corolla 1.9 D LIFTB TERRA 4/5-Doors,8750,47,10,2000,69000,Diesel,69,1,Blue,0,1900,5,4,5,185,1140,0,1,3,0,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +467,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,8750,49,8,2000,68565,Petrol,110,1,Blue,0,1600,4,4,5,69,1030,0,1,3,1,1,1,0,0,1,1,0,1,1,0,0,0,1,0,0,0,0 +468,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,11450,55,2,2000,68520,Diesel,72,1,Red,0,2000,3,4,5,185,1115,1,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0 +469,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9950,46,11,2000,68414,Petrol,97,0,Red,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +470,TOYOTA Corolla 1.6 16V WAGON LINEA LUNA Stationwagen,11950,56,1,2000,66777,Petrol,110,0,Red,0,1600,5,4,5,85,1090,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +471,TOYOTA Corolla 1.6 16V VVT I WAGON TERRA Stationwagen,13950,52,5,2000,66527,Petrol,110,1,Blue,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,1 +472,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 4/5-Doors,11250,54,3,2000,66063,Petrol,110,1,Black,0,1600,5,4,5,85,1090,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,1,0,0,0 +473,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,10900,50,7,2000,65471,Petrol,97,1,Green,0,1400,5,4,5,85,1060,0,1,3,1,1,1,1,0,0,1,0,0,1,0,0,0,1,0,0,0,0 +474,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9750,56,1,2000,65400,Petrol,97,1,Silver,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0 +475,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9950,52,5,2000,65170,Petrol,97,1,Grey,0,1400,3,4,5,69,1025,1,1,3,1,1,1,1,0,1,0,0,0,1,1,0,0,1,0,1,0,0 +476,TOYOTA Corolla 1.6 sol lb 4/5-Doors,11950,56,1,2000,65000,Petrol,110,1,Silver,0,1600,5,4,5,19,1075,0,0,6,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +477,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,10450,48,9,2000,64193,Petrol,110,1,Grey,0,1600,3,4,5,69,1040,0,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +478,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,8950,54,3,2000,64000,Petrol,97,1,Blue,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,0 +479,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,10250,54,3,2000,63792,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,0,1,1,1,1,0,0,1,0,1,0,0 +480,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,9930,53,4,2000,63635,Petrol,110,1,Blue,0,1600,4,4,5,69,1035,0,1,3,1,1,1,1,0,1,1,0,1,1,0,1,0,1,0,0,0,0 +481,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,10500,54,3,2000,63135,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +482,TOYOTA Corolla 1.6 SDN LINEA SOL 4/5-Doors,11950,54,3,2000,63123,Petrol,110,1,Silver,0,1600,4,4,5,69,1035,1,1,3,1,1,1,1,0,0,1,1,1,1,0,0,0,1,0,0,0,0 +483,TOYOTA Corolla 1.9 D Wagon Stationwagen,11500,48,9,2000,63000,Diesel,69,1,Silver,0,1900,5,4,5,185,1140,0,1,6,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +484,TOYOTA Corolla 1.6 SDN LINEA SOL 4/5-Doors,11500,55,2,2000,63000,Petrol,110,0,Green,0,1600,4,4,5,69,1035,0,1,3,1,1,0,1,0,1,0,1,1,1,0,0,0,0,0,0,0,0 +485,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,11450,54,3,2000,62987,Petrol,110,0,Red,0,1600,5,4,5,85,1080,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +486,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9900,56,1,2000,62751,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +487,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9500,54,3,2000,62519,Petrol,97,0,Black,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,0,1,0,0,1,1,0,0,1,0,1,0,0 +488,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,10500,50,7,2000,62280,Petrol,97,1,Green,0,1400,5,4,5,85,1060,0,1,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +489,TOYOTA Corolla 1.6 VVTI Linea Terra liftback 4/5-Doors,10750,50,7,2000,61672,Petrol,110,0,Blue,0,1600,5,4,5,85,1075,0,0,12,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +490,TOYOTA Corolla LIFTBACK 1.9 D Linea Terra 4/5-Doors,8950,54,3,2000,61000,Diesel,69,0,White,0,2000,5,4,5,185,1140,0,1,6,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,1 +491,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,12000,56,1,2000,61000,Petrol,110,1,Black,0,1600,3,4,5,69,1050,1,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +492,TOYOTA Corolla ! 1.6-16v vvt-i sol airco sedan 4/5-Doors,9940,53,4,2000,60558,Petrol,110,1,Blue,0,1600,4,4,5,19,1105,0,0,12,1,1,1,1,0,1,1,1,1,1,0,1,0,0,0,0,0,0 +493,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,10950,47,10,2000,60348,Petrol,110,0,Green,0,1600,4,4,5,69,1030,1,1,3,1,1,1,0,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +494,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,10750,54,3,2000,60239,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,1 +495,TOYOTA Corolla 1.4 VVTI Linea Terra 2/3-Doors,9799,51,6,2000,59000,Petrol,97,1,Silver,0,1400,3,4,5,69,1025,0,1,6,0,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +496,TOYOTA Corolla 1.4 VVT-i Linea Luna liftback 4/5-Doors,11750,51,6,2000,58761,Petrol,97,0,Silver,0,1300,5,4,5,85,1060,0,1,12,1,1,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +497,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,11950,54,3,2000,58745,Petrol,110,1,Blue,0,1600,4,4,5,69,1035,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +498,TOYOTA Corolla 1.6 16V VVT I HATCHB SOL 2/3-Doors,11250,52,5,2000,58596,Petrol,110,1,Blue,0,1600,3,4,5,69,1045,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +499,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,11750,54,3,2000,58530,Petrol,110,0,Red,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +500,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,10950,55,2,2000,58377,Petrol,110,1,Black,0,1600,3,4,5,69,1050,1,1,3,0,1,0,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +501,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,11250,56,1,2000,58142,Petrol,110,1,Green,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +502,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9950,53,4,2000,57948,Petrol,97,1,Blue,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +503,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,9700,51,6,2000,57645,Petrol,110,0,Red,0,1600,5,4,5,85,1080,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +504,TOYOTA Corolla 1.6 SDN LINEA SOL 4/5-Doors,11950,47,10,2000,57500,Petrol,110,1,Red,0,1600,4,4,5,19,1105,0,0,3,1,1,0,1,1,0,0,1,1,1,0,0,0,0,0,0,0,0 +505,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,9900,53,4,2000,57475,Petrol,110,0,White,0,1600,3,4,5,69,1040,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +506,TOYOTA Corolla 1.6 16V VVT I HATCHB SOL 2/3-Doors,9990,55,2,2000,56743,Petrol,110,0,Black,0,1600,3,4,5,69,1045,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +507,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9475,48,9,2000,56675,Petrol,97,1,Red,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +508,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11500,54,3,2000,55877,Petrol,110,1,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +509,TOYOTA Corolla 1.6 VVTI Linea Sol Sedan 4/5-Doors,11950,53,4,2000,55500,Petrol,110,1,Blue,0,1600,4,4,5,69,1035,1,1,12,1,1,0,1,0,0,0,1,1,1,1,1,0,0,0,0,0,1 +510,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,11500,55,2,2000,54900,Petrol,97,1,Red,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +511,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,10500,50,7,2000,54465,Petrol,110,0,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +512,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,10900,46,11,2000,53700,Petrol,97,1,Grey,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,1,1,1,1,1,0,0,0,1,0,0,0,0 +513,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,11700,52,5,2000,53561,Petrol,97,1,Grey,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,0,1,1,1,1,0,0,0,1,0,0,0,0 +514,TOYOTA Corolla 1.6 16v Liftback Linea So 4/5-Doors,11900,51,6,2000,53408,Petrol,110,1,Green,0,1600,5,4,5,85,1080,0,0,12,1,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +515,TOYOTA Corolla 1.6 16V VVT I WAGON TERRA Stationwagen,13950,51,6,2000,53268,Petrol,110,1,Red,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,0,1,1,0,0,0,1,0,0,0,0 +516,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10950,49,8,2000,53116,Petrol,97,1,Red,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +517,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10500,56,1,2000,52448,Petrol,97,0,Grey,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +518,TOYOTA Corolla 1.4 HB LINEA TERRA 2/3-Doors,10750,55,2,2000,52149,Petrol,97,1,Grey,0,1400,3,4,5,19,1085,0,1,12,1,1,0,0,0,0,0,0,0,1,1,0,0,0,1,1,0,0 +519,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,11950,55,2,2000,52141,Petrol,110,1,Green,0,1600,5,4,5,85,1070,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +520,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10000,56,1,2000,52000,Petrol,97,0,Grey,0,1400,3,4,5,69,1025,0,0,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +521,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,10495,48,9,2000,50967,Petrol,97,1,Grey,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +522,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,11450,50,7,2000,50400,Petrol,110,0,Grey,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +523,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9400,54,3,2000,50000,Petrol,97,1,Silver,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,1 +524,TOYOTA Corolla 1.3 G6 liftback 4/5-Doors,11950,51,6,2000,50000,Petrol,86,1,Violet,0,1300,5,4,5,69,1045,1,1,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +525,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,9650,53,4,2000,49969,Petrol,110,0,Red,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,1,0,1,1,1,1,0,0,1,0,1,0,1 +526,TOYOTA Corolla 1.6 HB LINEA TERRA 2/3-Doors,18950,49,8,2000,49568,Petrol,110,1,Grey,0,1600,3,4,5,19,1105,0,1,3,1,1,0,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0 +527,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,11450,51,6,2000,49473,Petrol,110,0,Red,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,1,0,1,1,1,1,1,0,1,1,1,0,0 +528,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,10250,52,5,2000,49432,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,1,1,0,0,0,1,1,1,1,0,0,1,0,1,0,1 +529,TOYOTA Corolla 1.6 16V VVT I HATCHB SOL 2/3-Doors,11450,48,9,2000,49417,Petrol,110,1,Red,0,1600,3,4,5,69,1045,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +530,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9950,54,3,2000,49366,Petrol,97,1,Grey,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0 +531,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,10500,56,1,2000,48731,Petrol,110,1,Black,0,1600,3,4,5,85,1055,1,1,3,1,1,1,0,0,1,0,1,1,1,0,1,0,1,1,0,0,0 +532,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,13750,54,3,2000,48370,Petrol,110,1,Green,0,1600,5,4,5,85,1080,0,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,0,0,0,1 +533,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9950,48,9,2000,48071,Petrol,97,0,Silver,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +534,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,10250,54,3,2000,47852,Petrol,110,1,Red,0,1600,4,4,5,69,1030,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,0 +535,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,10850,54,3,2000,47768,Petrol,110,0,Black,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,1,0,0,0 +536,TOYOTA Corolla 1.6 16V VVT I WAGON TERRA Stationwagen,11895,52,5,2000,47689,Petrol,110,0,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,0 +537,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,12950,53,4,2000,47451,Petrol,110,1,Black,0,1600,3,4,5,85,1055,0,1,3,1,1,1,1,0,1,1,1,1,1,0,1,1,1,1,0,0,1 +538,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,11950,50,7,2000,47219,Petrol,110,1,Grey,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +539,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,10750,56,1,2000,47211,Petrol,110,1,Green,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +540,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,9550,54,3,2000,46856,Petrol,97,0,Red,0,1400,5,4,5,85,1060,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +541,TOYOTA Corolla 1.3 Linea Terra liftback 4/5-Doors,10950,56,1,2000,46500,Petrol,86,0,Black,0,1300,5,4,5,69,1035,1,1,12,1,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +542,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,11750,52,5,2000,46449,Petrol,110,1,Red,0,1600,4,4,5,69,1035,1,1,3,1,1,1,1,0,1,1,1,1,1,0,0,0,1,0,0,0,1 +543,TOYOTA Corolla LIFTBACK 1.6 Linea terra 4/5-Doors,10950,47,10,2000,46391,Petrol,110,0,Black,0,1600,5,4,5,85,1075,0,1,12,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +544,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,12450,54,3,2000,46230,Petrol,110,1,Black,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,1,0,0,0 +545,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,10500,52,5,2000,46029,Petrol,110,1,Grey,0,1600,4,4,5,69,1030,1,1,3,1,1,1,1,0,1,0,0,0,1,1,0,0,1,0,1,0,0 +546,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10900,50,7,2000,46000,Petrol,97,0,Red,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,1,0,0,1,1,0,0,1,0,1,0,0 +547,TOYOTA Corolla 1.6 16V VVT I WAGON TERRA Stationwagen,12950,50,7,2000,45900,Petrol,110,1,Black,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,1,0,1,1,1,1,0,0,1,0,1,0,1 +548,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,10950,47,10,2000,45850,Petrol,97,0,Grey,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +549,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,12500,56,1,2000,45336,Petrol,110,1,Green,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,1,0,0,0 +550,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9950,55,2,2000,44537,Petrol,97,0,Red,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1 +551,TOYOTA Corolla 1.3 16V HATCHB G6 2/3-Doors,10750,56,1,2000,43700,Petrol,86,1,Grey,0,1300,3,4,5,69,1025,1,1,3,1,1,1,1,0,0,0,1,1,1,1,1,0,1,1,1,0,0 +552,TOYOTA Corolla 1.4 16V VVT I HATCHB SOL 2/3-Doors,12500,48,9,2000,43120,Petrol,97,1,Black,0,1400,3,4,5,69,1030,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +554,TOYOTA Corolla 1.6 Hatchback 2/3-Doors,10450,49,8,2000,41710,Petrol,110,0,Blue,0,1600,3,4,5,69,1040,1,0,12,1,0,0,0,0,0,0,1,1,1,1,0,0,0,1,1,0,0 +555,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10750,52,5,2000,41700,Petrol,97,1,Grey,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,0,1,1,1,0,0,0,1,0,0,0,1 +556,TOYOTA Corolla 1.6 VVT-i Linea Sol 4/5-Doors,12950,49,8,2000,41636,Petrol,110,1,Silver,0,1600,5,4,5,19,1105,0,1,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +557,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,10995,50,7,2000,41273,Petrol,97,0,Grey,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,1,0,1,1,1,1,0,0,1,0,1,0,1 +558,TOYOTA Corolla 1.6 16V VVT I HATCHB SOL AUT4 2/3-Doors,11950,49,8,2000,40836,Petrol,110,0,Grey,1,1600,3,4,5,85,1075,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +559,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,11250,50,7,2000,40400,Petrol,97,1,Red,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,1,0,1,1,1,0,0,0,1,0,0,0,1 +560,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 4/5-Doors,11950,47,10,2000,40361,Petrol,110,1,Black,0,1600,5,4,5,85,1090,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +561,TOYOTA Corolla 1.3 16V LIFTB G6 4/5-Doors,13750,54,3,2000,40325,Petrol,86,0,Red,0,1300,5,4,5,69,1045,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +562,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,11000,47,10,2000,40000,Petrol,110,0,Black,0,1600,5,4,5,85,1080,0,0,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +563,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,13500,50,7,2000,39706,Petrol,110,1,Grey,0,1600,5,4,5,85,1080,0,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,0,0,0 +564,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,10950,54,3,2000,39291,Petrol,110,1,Green,0,1600,3,4,5,69,1040,0,1,3,0,1,1,1,0,0,1,1,1,1,0,1,0,1,0,0,0,0 +565,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10750,54,3,2000,39000,Petrol,97,0,Grey,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +566,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,8950,47,10,2000,38900,Petrol,97,1,Grey,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +567,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,12950,51,6,2000,38403,Petrol,110,0,Blue,0,1600,3,4,5,85,1055,0,1,3,1,1,1,0,0,1,0,1,1,1,0,1,0,1,1,0,0,0 +568,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9750,56,1,2000,37461,Petrol,97,0,Grey,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +569,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10900,54,3,2000,37000,Petrol,97,1,Grey,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,1 +570,TOYOTA Corolla 1.6 16V VVT I SEDAN TERRA 4/5-Doors,10995,55,2,2000,36406,Petrol,110,1,Grey,0,1600,4,4,5,69,1035,1,1,3,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,0 +571,TOYOTA Corolla 1.4 16V VVT I LIFTB SOL 4/5-Doors,10750,48,9,2000,36005,Petrol,97,1,Black,0,1400,5,4,5,85,1065,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +572,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,10950,52,5,2000,36000,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,1,0,1,1,1,1,0,0,1,0,1,0,1 +573,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,13000,49,8,2000,36000,Petrol,110,0,Grey,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +574,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA AUT4 2/3-Doors,12950,45,12,2000,36000,Petrol,110,1,Green,1,1600,3,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +575,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11500,52,5,2000,35823,Petrol,110,0,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +576,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10950,56,1,2000,35230,Petrol,97,0,Grey,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +577,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,11710,48,9,2000,35142,Petrol,110,0,Red,0,1600,3,4,5,85,1055,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +578,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9980,49,8,2000,34890,Petrol,97,0,Blue,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,1,0,0,1,0,0,0,1,0,0,0,0 +579,TOYOTA Corolla 1.6 16V VVT I WAGON TERRA Stationwagen,12250,51,6,2000,34882,Petrol,110,1,Silver,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0 +580,TOYOTA Corolla 1.6 16V VVT I LIFTB TERRA 4/5-Doors,11500,46,11,2000,34000,Petrol,110,1,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,1,0,0,1,1,0,0,0,1,0,0,0,0 +581,TOYOTA Corolla 1.6 16v Liftback Linea Sol 4/5-Doors,11950,56,1,2000,33998,Petrol,110,0,Green,0,1600,5,4,5,85,1080,1,1,12,0,1,0,1,0,0,1,1,0,1,1,1,0,0,0,0,0,0 +582,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,11500,55,2,2000,33230,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +583,TOYOTA Corolla 1.6 16V VVT I LIFTB SOL 4/5-Doors,11900,46,11,2000,33021,Petrol,110,1,Grey,0,1600,5,4,5,85,1080,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +584,TOYOTA Corolla 1.4 16V VVT I HATCHB SOL 2/3-Doors,11930,49,8,2000,31999,Petrol,97,0,Black,0,1400,3,4,5,69,1030,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +585,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10500,52,5,2000,31579,Petrol,97,0,Red,0,1400,3,4,5,69,1025,0,1,3,1,1,1,1,0,1,1,1,0,1,0,0,0,1,0,0,0,1 +586,TOYOTA Corolla 1.4 HB Terra 2/3-Doors,8950,56,1,2000,31000,Petrol,97,0,Red,0,1400,3,4,5,69,1025,0,0,6,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +587,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,10450,46,11,2000,30806,Petrol,97,1,Red,0,1400,5,4,5,85,1060,1,1,3,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,0 +588,TOYOTA Corolla 1.3 16V WAGON LINEA TERRA Stationwagen,10500,55,2,2000,30461,Petrol,86,1,Blue,0,1300,5,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +589,TOYOTA Corolla 1.6 16V VVT I HATCHB SOL AUT4 2/3-Doors,12950,50,7,2000,29686,Petrol,110,1,Green,1,1600,3,4,5,85,1075,1,1,3,1,1,1,1,0,1,1,1,1,1,0,1,0,1,1,0,0,1 +590,TOYOTA Corolla 1.3 16V HATCHB G6 2/3-Doors,9950,55,2,2000,29650,Petrol,86,0,Red,0,1300,3,4,6,69,1025,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,0,0,0,1 +591,TOYOTA Corolla 1.6 16V VVT I HATCHB G6 2/3-Doors,12900,52,5,2000,29500,Petrol,110,1,Black,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,1,0,0,0 +592,TOYOTA Corolla 1.4 HB LINEA TERRA 2/3-Doors,9950,48,9,2000,28656,Petrol,97,0,Red,0,1400,3,4,5,19,1085,0,1,3,1,1,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0 +593,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9950,55,2,2000,27500,Petrol,97,1,Grey,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +594,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA 2/3-Doors,10950,48,9,2000,26938,Petrol,110,1,Blue,0,1600,3,4,5,69,1040,0,0,12,1,1,1,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0 +595,TOYOTA Corolla 1.4 16V VVT I LIFTB TERRA 4/5-Doors,10950,53,4,2000,26624,Petrol,97,0,Blue,0,1400,5,4,5,85,1060,0,1,3,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,1 +596,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,9950,47,10,2000,26221,Petrol,97,1,Blue,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,1,0,0,1,1,0,0,0,1,0,0,0,1 +597,TOYOTA Corolla LIFTBACK 1.4 16V VVTI TERRA 4/5-Doors,10950,50,7,2000,22648,Petrol,97,1,Grey,0,1400,5,4,5,85,1060,0,1,3,1,1,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +598,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10800,50,7,2000,22500,Petrol,97,1,Green,0,1400,3,4,5,69,1025,0,1,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +599,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10500,56,1,2000,19313,Petrol,97,0,Grey,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +600,TOYOTA Corolla 1.6 SDN LINEA TERRA 4/5-Doors,10450,50,7,2000,17619,Petrol,110,0,Green,0,1600,4,4,5,69,1030,0,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +601,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10600,51,6,2000,17069,Petrol,97,1,Green,0,1400,3,4,5,69,1025,0,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0 +602,TOYOTA Corolla 1.4 16V VVT I HATCHB TERRA 2/3-Doors,10450,48,9,2000,15000,Petrol,97,1,Red,0,1400,3,4,5,69,1025,1,1,3,1,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0 +603,TOYOTA Corolla 1.4 16V VVT I LIFTB SOL 4/5-Doors,12950,50,7,2000,10210,Petrol,97,0,Grey,0,1400,5,4,5,85,1065,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,0,1,0,0,0,0 +604,TOYOTA Corolla 1.6 16V VVT I HATCHB TERRA AUT4 2/3-Doors,11250,47,10,2000,5309,Petrol,110,1,Green,1,1600,3,4,5,85,1070,0,1,3,1,1,1,1,0,1,0,0,0,1,0,0,0,1,0,0,1,1 +605,TOYOTA Corolla 2.0 d HB Diesel 2/3-Doors,7500,50,7,2000,1,Diesel,90,1,Green,0,2000,3,4,5,64,1260,0,0,3,1,1,0,1,0,0,0,1,1,1,1,0,0,0,1,1,0,1 +606,TOYOTA Corolla 1.4 VVT-i Terra 2/3-Doors,8950,52,5,2000,31000,Petrol,97,0,Grey,0,1398,3,4,5,69,1025,0,0,3,1,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1 +607,TOYOTA Corolla 2.0 DSL SEDAN LINEA TERRA 4/5-Doors,6950,58,11,1999,205000,Diesel,72,1,Silver,0,2000,4,4,5,185,1100,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +608,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,7900,68,1,1999,204250,Diesel,72,0,Black,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +609,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,5950,68,1,1999,194545,Petrol,86,0,Red,0,1300,4,4,5,69,1000,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +610,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,7500,59,10,1999,190900,Diesel,72,1,Grey,0,2000,3,4,5,185,1115,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +611,TOYOTA Corolla 2.0 DSL LIFTB LINEA LUNA 4/5-Doors,7500,62,7,1999,183500,Diesel,72,1,Silver,0,2000,5,4,5,185,1140,0,1,3,1,1,1,1,0,0,0,1,1,1,1,1,0,1,1,1,0,0 +612,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,6900,65,4,1999,176184,Diesel,72,1,Grey,0,2000,3,4,5,185,1115,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +613,TOYOTA Corolla 2.0 DSL SEDAN LINEA TERRA 4/5-Doors,5751,67,2,1999,174833,Diesel,72,0,Red,0,2000,4,4,5,185,1100,0,1,3,1,1,1,1,0,0,0,1,0,1,0,0,0,0,1,0,0,1 +614,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6950,68,1,1999,155720,Petrol,86,1,Green,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,1,1,1,1,0,1,1,1,1,0,1 +615,TOYOTA Corolla 1.6 Linea Terra Comfort 4/5-Doors,7950,67,2,1999,155500,Petrol,110,1,Violet,0,1600,5,4,5,69,1050,0,1,6,1,1,0,0,0,0,0,1,1,1,0,0,0,0,1,0,0,1 +616,TOYOTA Corolla 2.0 DSL HATCHB LINEA LUNA 2/3-Doors,7750,59,10,1999,154783,Diesel,72,1,Black,0,2000,3,4,5,185,1120,0,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,0,0,0,0 +617,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,7950,64,5,1999,154462,Diesel,72,1,Green,0,2000,5,4,5,185,1135,0,1,3,1,1,1,1,0,0,0,0,0,1,1,0,0,1,0,1,0,0 +618,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,8250,64,5,1999,150585,Petrol,110,1,Blue,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +619,TOYOTA Corolla 2.0diesel Stationwagen,6250,67,2,1999,149000,Diesel,90,1,Blue,0,2000,5,4,5,64,1135,0,0,3,1,1,1,0,0,0,0,1,1,1,0,1,0,0,0,0,0,0 +620,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,9500,62,7,1999,147636,Diesel,72,0,White,0,2000,5,4,5,185,1135,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +621,TOYOTA Corolla 2.0D TERRA LIFTBACK 4/5-Doors,6900,59,10,1999,144521,Diesel,72,1,Grey,0,2000,5,4,5,64,1135,0,0,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +622,TOYOTA Corolla 1.6 16V G6 2/3-Doors,8450,64,5,1999,144000,CNG,110,1,Black,0,1600,3,4,6,72,1065,0,1,3,0,0,0,1,0,0,0,1,1,1,1,0,0,0,1,1,0,0 +623,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,7350,65,4,1999,140168,Diesel,72,1,Red,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +624,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,8950,68,1,1999,140000,Petrol,110,1,Black,0,1600,5,4,5,85,1085,0,1,3,1,1,1,1,0,0,0,1,0,1,0,0,1,1,0,0,0,1 +625,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,6900,60,9,1999,139800,Diesel,72,0,Black,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +626,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,59,10,1999,137050,CNG,110,1,Red,0,1600,3,4,5,197,1078,0,1,3,1,1,1,0,0,0,1,1,0,1,0,0,1,1,0,0,0,1 +627,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,8750,61,8,1999,136956,Petrol,110,0,Red,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +628,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,7950,67,2,1999,135337,CNG,110,1,Red,0,1600,5,4,5,197,1120,0,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,1,0,0,0 +629,TOYOTA Corolla 2.0 DSL HATCHB LINEA LUNA 2/3-Doors,8950,64,5,1999,133769,Diesel,72,1,Green,0,2000,3,4,5,185,1120,0,1,3,0,1,0,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +630,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,8950,58,11,1999,133405,Diesel,72,1,Blue,0,2000,5,4,5,185,1135,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +631,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,8950,65,4,1999,132807,Diesel,72,1,Green,0,2000,5,4,5,185,1135,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +632,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,7950,64,5,1999,132393,Diesel,72,0,Red,0,2000,5,4,5,185,1135,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +633,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,7750,60,9,1999,130270,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,0,1,3,1,1,0,1,0,0,0,1,1,1,1,0,0,1,0,1,0,0 +634,TOYOTA Corolla 2.0D XL Sedan 4/5-Doors,7500,59,10,1999,130000,Diesel,72,1,Grey,0,2000,4,4,5,185,1135,0,1,3,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +635,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,8950,67,2,1999,127000,Diesel,72,1,Red,0,2000,5,4,5,185,1135,1,1,3,1,1,1,0,0,0,0,0,0,1,1,0,1,1,0,1,0,1 +636,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,9800,67,2,1999,126800,Diesel,72,0,Black,0,2000,5,4,5,185,1135,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +637,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,9450,66,3,1999,126452,Petrol,110,1,Green,0,1600,5,4,5,85,1085,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +638,TOYOTA Corolla Sw 20D Linea Terra Stationwagen,8950,62,7,1999,125175,Diesel,116,0,Red,0,2000,5,4,5,185,1150,0,0,3,1,1,1,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0 +639,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,8750,68,1,1999,125000,Diesel,72,1,Green,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,1,0,0,1,0,0,1,1,0,0,0,0 +640,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,10500,61,8,1999,123000,Diesel,72,0,Blue,0,2000,5,4,5,185,1135,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +641,TOYOTA Corolla 1.3 16V WAGON LINEA TERRA Stationwagen,7995,59,10,1999,121626,Petrol,86,0,Red,0,1300,5,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +642,TOYOTA Corolla 1.6 16V WAGON LINEA LUNA Stationwagen,10450,64,5,1999,120400,Petrol,110,0,Black,0,1600,5,4,5,85,1090,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +643,TOYOTA Corolla 2.0 DSL SEDAN LINEA TERRA 4/5-Doors,9950,66,3,1999,120000,Diesel,72,0,Blue,0,2000,4,4,5,185,1100,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +644,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,9950,68,1,1999,119541,Petrol,110,0,Red,0,1600,3,4,5,85,1055,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +645,TOYOTA Corolla 1.6 VVT-i Linea Terra Comfort 4/5-Doors,8950,68,1,1999,119500,Petrol,110,1,Green,0,1600,5,4,5,85,1070,1,0,12,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +646,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7950,68,1,1999,119289,Petrol,110,1,Silver,0,1600,4,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +647,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,10950,57,12,1999,118833,Petrol,110,0,Blue,0,1600,3,4,6,85,1065,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +648,TOYOTA Corolla 2.0 DSL WAGON LINEA TERRA Stationwagen,9950,64,5,1999,118000,Diesel,72,1,Grey,0,2000,5,4,5,185,1150,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +649,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA AUT4 4/5-Doors,8600,68,1,1999,117955,Petrol,110,1,Green,1,1600,4,4,5,85,1065,1,1,3,1,1,1,1,0,0,0,1,0,1,1,0,0,0,0,1,0,0 +650,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7250,65,4,1999,117609,Petrol,86,0,Silver,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +651,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,6950,68,1,1999,117000,Diesel,72,0,Silver,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +652,TOYOTA Corolla 1.3 16V LIFTB G6 4/5-Doors,8000,64,5,1999,116000,Petrol,86,0,Black,0,1300,5,4,5,69,1045,0,0,3,1,1,1,0,0,0,0,1,1,1,0,1,1,1,0,0,0,0 +653,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9950,58,11,1999,115715,Petrol,110,0,Blue,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +654,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,9450,60,9,1999,115191,CNG,110,1,Red,0,1600,4,4,5,197,1079,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +655,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,7950,68,1,1999,115071,Petrol,110,1,Black,0,1600,3,4,5,85,1055,0,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,0,0,0,1 +656,TOYOTA Corolla 1.6 G6-R 2/3-Doors,9450,63,6,1999,115000,CNG,110,0,Red,0,1600,3,4,5,197,1109,0,1,6,1,1,0,1,0,0,0,1,1,1,0,1,0,0,1,0,0,1 +657,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,64,5,1999,114846,Petrol,110,1,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +658,TOYOTA Corolla 2.0 D Linea Terra 3d 2/3-Doors,6950,65,4,1999,114383,Diesel,90,0,White,0,2000,3,4,5,64,1260,0,1,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +659,TOYOTA Corolla 1.6 16v Liftback Linea Terra 4/5-Doors,8250,59,10,1999,113700,Petrol,110,1,Green,0,1600,5,4,5,19,1065,1,1,12,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,1 +660,TOYOTA Corolla 1.3 16V HATCHB LINEA LUNA 2/3-Doors,9950,67,2,1999,113118,Petrol,86,1,Black,0,1300,3,4,5,69,1020,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +661,TOYOTA Corolla 1.3 16V LIFTB LINEA LUNA 4/5-Doors,8250,59,10,1999,112827,Petrol,86,1,Blue,0,1300,5,4,5,69,1040,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +662,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9950,68,1,1999,112116,Petrol,110,1,Green,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +663,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,10500,66,3,1999,112000,Petrol,110,1,Black,0,1600,3,4,6,85,1065,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +664,TOYOTA Corolla 2.0 SDN LINEA TERRA DSL 4/5-Doors,7950,62,7,1999,112000,Diesel,72,0,Grey,0,2000,4,4,5,64,1135,0,1,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +665,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,9750,65,4,1999,111769,Petrol,110,0,Red,0,1600,3,4,6,85,1065,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +666,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9250,61,8,1999,110853,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +667,TOYOTA Corolla 1.6 Linea Luna 2/3-Doors,9500,68,1,1999,110287,Petrol,110,1,Black,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +668,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,62,7,1999,109547,Petrol,110,0,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,1,0,0,0 +669,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7750,63,6,1999,109230,Petrol,110,0,Grey,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +670,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9500,68,1,1999,109150,Petrol,110,0,Red,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +671,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,9950,67,2,1999,108793,Petrol,110,1,Silver,0,1600,4,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +672,TOYOTA Corolla 1.6 HB LINEA LUNA AUT 2/3-Doors,9750,64,5,1999,106784,Petrol,110,0,Blue,1,1600,3,4,5,19,1050,0,1,12,1,1,0,1,1,0,0,1,1,1,0,1,0,0,1,0,0,0 +673,TOYOTA Corolla 1.3 16V LIFTB LINEA LUNA 4/5-Doors,9750,58,11,1999,105942,Petrol,86,0,Red,0,1300,5,4,5,69,1040,1,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,1,0,0,0 +674,TOYOTA Corolla 1.3 16V Linea Terra 2/3-Doors,5950,59,10,1999,105000,Petrol,86,1,Silver,0,1300,3,4,5,19,1015,0,0,3,1,1,1,0,0,0,0,1,1,1,1,0,0,0,1,1,0,0 +675,TOYOTA Corolla 1.3 16V LIFTB G6 4/5-Doors,8500,62,7,1999,105000,Petrol,86,0,Black,0,1300,5,4,5,69,1040,0,0,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,0,0,0,0 +676,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,8495,68,1,1999,104299,Petrol,110,1,Grey,0,1600,5,4,5,85,1085,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +677,TOYOTA Corolla 1.3 16V HATCHB LINEA LUNA 2/3-Doors,9250,67,2,1999,104000,Petrol,86,0,Grey,0,1300,3,4,5,69,1020,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +678,TOYOTA Corolla 1.3 LIN. Terra 2/3-Doors,6900,68,1,1999,104000,Petrol,86,1,Green,0,1300,3,4,5,19,1015,0,0,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +679,TOYOTA Corolla 1.3 16V HATCHB G6 2/3-Doors,8950,58,11,1999,103458,Petrol,86,1,Red,0,1300,3,4,5,69,1025,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,0,0,0,0 +680,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9500,63,6,1999,103400,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +681,TOYOTA Corolla 1.3 16V WAGON LINEA LUNA Stationwagen,9250,63,6,1999,102807,Petrol,86,0,Black,0,1300,5,4,5,85,1055,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +682,TOYOTA Corolla 1.6 16V WAGON LINEA LUNA Stationwagen,9895,68,1,1999,102494,Petrol,110,0,Red,0,1600,5,4,5,85,1090,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +683,TOYOTA Corolla 2.0 LB LINEA TERRA D 4/5-Doors,9950,57,12,1999,102300,Diesel,72,1,Blue,0,2000,5,4,5,185,1135,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0 +684,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7950,61,8,1999,102106,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +685,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8750,68,1,1999,101889,Petrol,110,1,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +686,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,8250,57,12,1999,101791,Diesel,72,0,Green,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +687,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,8950,63,6,1999,101469,Petrol,110,1,Blue,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +688,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8950,68,1,1999,101001,Petrol,110,0,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +689,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8950,61,8,1999,100748,Petrol,110,0,Red,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +690,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8950,65,4,1999,100550,Petrol,110,1,Red,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +691,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,9450,67,2,1999,99781,Petrol,110,1,Grey,0,1600,5,4,5,85,1085,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +692,TOYOTA Corolla 1.3 16V HATCHB LINEA LUNA 2/3-Doors,8950,59,10,1999,98658,Petrol,86,1,Silver,0,1300,3,4,5,69,1020,0,1,3,1,1,1,1,0,0,0,1,1,1,1,1,0,1,0,1,0,0 +693,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9250,65,4,1999,98500,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,0,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +694,TOYOTA Corolla 1.3 Linea Terra sedan Comf. 4/5-Doors,8750,64,5,1999,98291,Petrol,86,0,Green,0,1300,4,4,5,69,1000,0,1,12,0,1,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +695,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,9950,61,8,1999,97648,Petrol,110,1,Beige,0,1600,3,4,6,85,1065,1,1,3,1,1,1,1,0,1,0,1,1,1,0,1,1,1,1,0,0,1 +696,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,61,8,1999,97425,Petrol,110,1,Black,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,1,1,0,1,1,1,0,1 +697,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,9900,65,4,1999,97173,Petrol,86,0,Blue,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +698,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,8950,66,3,1999,97046,Petrol,86,1,Grey,0,1300,4,4,5,69,1000,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +699,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,67,2,1999,96000,Petrol,110,1,Black,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,1,0,1,0,0,1,1,0,0,0,0 +700,TOYOTA Corolla 2.0 DSL SEDAN LINEA TERRA 4/5-Doors,12250,60,9,1999,96000,Diesel,72,0,Red,0,2000,4,4,5,185,1100,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +701,TOYOTA Corolla 1.6 Linea Terra LB 4/5-Doors,9250,67,2,1999,95750,Petrol,110,1,Green,0,1600,5,4,5,85,1070,0,1,6,1,1,0,1,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +702,TOYOTA Corolla 1.6 HB Linea Luna 2/3-Doors,10250,61,8,1999,95147,Petrol,110,1,Silver,0,1600,3,4,5,85,1050,0,1,6,0,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +703,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,68,1,1999,95000,Petrol,110,0,Red,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +704,TOYOTA Corolla 1.6-16v Linea Terra 2/3-Doors,7999,65,4,1999,95000,Petrol,110,1,Silver,0,1600,3,4,5,69,1050,0,1,6,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +705,TOYOTA Corolla 1.6 G6R HB 2/3-Doors,9900,66,3,1999,94606,Petrol,110,0,Black,0,1600,3,4,5,85,1065,0,0,6,1,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +706,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,8250,63,6,1999,94504,Petrol,86,1,Red,0,1300,4,4,5,69,1000,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +707,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10500,65,4,1999,93428,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,1,1,0,1,1,1,0,1 +708,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8450,65,4,1999,93408,Petrol,86,0,Blue,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +709,TOYOTA Corolla 1.6 16V WAGON LINEA LUNA Stationwagen,9900,68,1,1999,93296,Petrol,110,1,Silver,0,1600,5,4,5,85,1090,1,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,0,0,0,0 +710,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10500,62,7,1999,93098,Petrol,110,1,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +711,TOYOTA Corolla 2.0 DSL SEDAN LINEA TERRA 4/5-Doors,8500,67,2,1999,92922,Diesel,72,1,Green,0,2000,4,4,5,185,1100,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +712,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9500,61,8,1999,92498,Petrol,110,1,Green,0,1600,3,4,5,69,1050,1,1,3,1,1,1,1,0,0,0,0,1,1,0,0,1,1,0,0,0,0 +713,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,9450,65,4,1999,92226,Petrol,110,0,Red,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +714,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,9900,68,1,1999,91505,Diesel,72,0,Red,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +715,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8250,64,5,1999,91333,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +716,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8750,65,4,1999,91246,Petrol,86,1,Silver,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +717,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9500,58,11,1999,91000,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +718,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8450,68,1,1999,90727,Petrol,110,0,Red,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +719,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8490,62,7,1999,90000,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +720,TOYOTA Corolla 1.6 Linea Terra Sedan 4/5-Doors,8750,60,9,1999,89576,Petrol,110,0,Red,0,1600,4,4,5,69,1035,0,0,12,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,1,0,1 +721,TOYOTA Corolla 1.3 16V HATCHB G6 2/3-Doors,9750,64,5,1999,89145,Petrol,86,1,Blue,0,1300,3,4,5,69,1025,0,1,3,1,1,1,1,0,0,1,1,1,1,0,1,1,1,1,0,0,0 +722,TOYOTA Corolla 1.6 Linea Luna Wagon Stationwagen,9950,63,6,1999,89000,Petrol,110,1,White,0,1600,5,4,5,85,1085,0,0,6,1,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +723,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8500,68,1,1999,88807,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,1,0,0,1 +724,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8450,63,6,1999,88685,Petrol,110,0,Grey,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +725,TOYOTA Corolla 1.6 16V SEDAN LINEA LUNA 4/5-Doors,7900,62,7,1999,88667,Petrol,110,1,Red,0,1600,4,4,5,69,1040,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +726,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8750,57,12,1999,88480,Petrol,110,1,Green,0,1600,3,4,5,69,1050,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +727,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7950,61,8,1999,88127,Petrol,86,0,Red,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,1,0,1,1,0,1,0,0 +728,TOYOTA Corolla 1.3 16V HATCHB LINEA LUNA 2/3-Doors,6900,62,7,1999,88000,Petrol,86,0,Blue,0,1300,3,4,5,69,1020,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +729,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8150,65,4,1999,87821,Petrol,86,1,Grey,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0 +730,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA AUT3 4/5-Doors,10995,59,10,1999,87654,Petrol,86,1,Green,1,1300,5,4,5,85,1065,1,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0 +731,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8900,59,10,1999,86888,Petrol,110,1,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,0,0,1,1,0,1,1,0,1,0,0 +732,TOYOTA Corolla 1.3 16V LIFTB LINEA LUNA 4/5-Doors,9500,59,10,1999,86871,Petrol,86,1,Black,0,1300,5,4,5,69,1040,0,1,3,0,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +733,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,8950,68,1,1999,86714,Petrol,110,1,Silver,0,1600,4,4,5,69,1035,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +734,TOYOTA Corolla 1.6 G6 HB 2/3-Doors,11500,65,4,1999,85889,Petrol,110,0,Red,0,1600,3,4,6,85,1065,0,1,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,1,1,0,1 +735,TOYOTA Corolla 1.6 Terra HB 2/3-Doors,10450,62,7,1999,85000,Petrol,110,1,Silver,0,1600,3,4,5,69,1050,0,0,6,1,1,0,1,0,0,0,0,0,1,1,0,0,0,0,1,0,1 +736,TOYOTA Corolla 1.3 16V HATCHB G6 2/3-Doors,10500,60,9,1999,85000,Petrol,86,1,Black,0,1300,3,4,5,69,1025,1,1,3,1,1,1,1,0,0,1,1,1,1,0,1,1,1,1,0,0,0 +737,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,9250,68,1,1999,84976,Petrol,110,1,Silver,0,1600,4,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +738,TOYOTA Corolla 1.6 16v Linea Luna Stationwagen,10950,65,4,1999,84558,Petrol,110,1,Silver,0,1600,5,4,5,19,1120,0,1,12,1,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +739,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10450,62,7,1999,84549,Petrol,110,0,Silver,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +740,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9250,68,1,1999,84482,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +741,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8750,62,7,1999,83908,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,1,1,0,1,0,0 +742,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8750,67,2,1999,83560,Petrol,86,0,Red,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,1,1,0,0,1,1,1,0,0,1 +743,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA AUT4 4/5-Doors,9800,68,1,1999,83000,Petrol,107,1,Grey,1,1600,5,4,5,85,1100,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +744,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8250,64,5,1999,82723,Petrol,86,0,Blue,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +745,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,10450,62,7,1999,82421,Petrol,110,1,Black,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,1,0,1,1,1,0,1,1,1,1,0,0,1 +746,TOYOTA Corolla 1.6 4/5-Doors,9750,58,11,1999,82254,Petrol,110,0,Red,0,1600,5,4,5,69,1050,0,1,12,1,1,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +747,TOYOTA Corolla Linea Luna 1.6i 16V 2/3-Doors,8950,61,8,1999,82115,Petrol,110,1,Red,0,1600,3,4,5,85,1055,0,1,3,0,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +748,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7450,65,4,1999,82000,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,0,0,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +749,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,8450,68,1,1999,81965,Petrol,86,1,Black,0,1300,5,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +750,TOYOTA Corolla 1.6 HB LINEA TERRA 2/3-Doors,8250,66,3,1999,81250,Petrol,110,0,Grey,0,1600,3,4,5,19,1050,0,0,3,0,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +751,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,10950,65,4,1999,81192,Petrol,110,1,Black,0,1600,3,4,6,85,1065,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +752,TOYOTA Corolla 1.6 16V SEDAN LINEA LUNA 4/5-Doors,8950,61,8,1999,81170,Petrol,110,1,Silver,0,1600,4,4,5,69,1040,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +753,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8750,66,3,1999,81083,Petrol,86,0,Red,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +754,TOYOTA Corolla 1.6 VVTi Linea Luna 4/5-Doors,10450,61,8,1999,80714,Petrol,110,1,Black,0,1600,5,4,5,85,1075,1,1,12,0,1,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0 +755,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,10950,57,12,1999,80470,Petrol,110,0,Red,0,1600,5,4,5,85,1085,1,1,3,1,1,1,0,0,0,0,1,0,1,0,0,1,1,0,0,0,0 +756,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,8450,65,4,1999,80439,Petrol,110,1,Green,0,1600,4,4,5,69,1035,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +757,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,9950,59,10,1999,80430,Petrol,110,1,Black,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +758,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,9950,68,1,1999,80426,Petrol,110,1,Green,0,1600,3,4,5,85,1055,1,1,3,1,1,1,0,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +759,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8750,62,7,1999,80265,Petrol,86,0,Red,0,1300,3,4,5,69,1015,1,1,3,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +760,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9950,65,4,1999,80153,Petrol,110,0,Green,0,1600,5,4,5,85,1070,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +761,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9500,68,1,1999,80121,Petrol,110,0,Red,0,1600,5,4,5,85,1070,1,1,3,1,1,1,1,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +762,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,8250,65,4,1999,80086,Petrol,110,1,Red,0,1600,4,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +763,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10950,62,7,1999,80000,Petrol,110,0,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +764,TOYOTA Corolla 1.3 LB LINEA TERRA 4/5-Doors,7950,60,9,1999,80000,Petrol,86,0,Green,0,1300,5,4,5,19,1015,0,1,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +765,TOYOTA Corolla 1.3 HB LINEA TERRA 2/3-Doors,8250,65,4,1999,80000,Petrol,86,1,Black,0,1300,2,4,5,19,1015,0,1,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +766,TOYOTA Corolla 1.6 16V SEDAN LINEA LUNA 4/5-Doors,9895,67,2,1999,79858,Petrol,110,1,Green,0,1600,4,4,5,69,1040,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +767,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,9130,67,2,1999,79762,Petrol,86,1,Grey,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +768,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA AUT3 4/5-Doors,10950,59,10,1999,79660,Petrol,86,0,Green,1,1300,5,4,5,85,1065,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +769,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10500,60,9,1999,79150,Petrol,110,1,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +770,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8900,61,8,1999,79000,Petrol,110,1,Green,0,1600,3,4,5,69,1050,1,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +771,TOYOTA Corolla 1.3 16V LIFTB G6 4/5-Doors,9500,57,12,1999,78955,Petrol,86,1,Silver,0,1300,5,4,5,69,1045,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +772,TOYOTA Corolla 2.0 D Linea luna Wagon Stationwagen,10950,59,10,1999,78750,Diesel,90,1,Silver,0,1975,5,4,5,210,1155,0,0,6,0,1,0,1,0,0,0,0,1,1,1,0,0,0,0,1,0,1 +773,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7950,68,1,1999,78521,Petrol,86,0,Green,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +774,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7950,64,5,1999,78356,Petrol,86,1,Silver,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +775,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7950,65,4,1999,78076,Petrol,86,1,Grey,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +776,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA AUT4 4/5-Doors,9500,61,8,1999,78063,Petrol,107,1,Green,1,1600,5,4,5,85,1100,1,1,3,1,1,1,0,0,0,0,0,0,1,1,0,1,1,0,1,0,1 +777,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10950,67,2,1999,77821,Petrol,110,1,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +778,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,9750,68,1,1999,77695,Petrol,110,1,Grey,0,1600,4,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +779,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9750,65,4,1999,77500,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +780,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,9450,63,6,1999,77457,Petrol,110,1,Black,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,0,0,0,0 +781,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8950,68,1,1999,77029,Petrol,86,1,Black,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,1,1,0,0,0,1,0,0,0,0 +782,TOYOTA Corolla 1.3 16V Linea Terra 2/3-Doors,8950,68,1,1999,77008,Petrol,86,1,Violet,0,1300,3,4,5,69,1015,1,1,12,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +783,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8900,66,3,1999,76791,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +784,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,9950,61,8,1999,76700,Petrol,86,1,Red,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +785,TOYOTA Corolla 1.3 16V HATCHB LINEA LUNA 2/3-Doors,8750,67,2,1999,76569,Petrol,86,1,Black,0,1300,3,4,5,69,1020,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +786,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8950,59,10,1999,76162,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +787,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,8990,65,4,1999,76155,Petrol,110,1,Red,0,1600,4,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,1,0,1,0,0,0,1,0,0,0,1 +788,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8950,61,8,1999,75609,Petrol,86,1,Silver,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +789,TOYOTA Corolla 2.0 DSL HATCHB LINEA LUNA 2/3-Doors,8950,62,7,1999,75569,Diesel,72,1,Green,0,2000,3,4,5,185,1120,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +790,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,9950,67,2,1999,75429,Petrol,110,1,Black,0,1600,3,4,6,85,1065,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +791,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9900,68,1,1999,75000,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +792,TOYOTA Corolla 1.3 HB LINEA TERRA 2/3-Doors,8950,65,4,1999,75000,Petrol,86,0,Black,0,1300,3,4,5,19,1015,0,1,3,1,1,0,0,0,0,0,1,1,1,0,0,0,0,1,0,0,0 +793,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8950,62,7,1999,75000,Petrol,110,1,Blue,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +794,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA AUT4 2/3-Doors,9500,66,3,1999,74963,Petrol,107,0,Blue,1,1600,3,4,5,85,1085,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +795,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7950,68,1,1999,74889,Petrol,86,1,Black,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,1,0,0,0 +796,TOYOTA Corolla 1.6 LB LINEA LUNA 4/5-Doors,7750,68,1,1999,74875,Petrol,110,0,Red,0,1600,5,4,5,85,1070,0,1,3,0,1,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +797,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8950,63,6,1999,74747,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +798,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,11950,60,9,1999,74720,Petrol,110,1,Red,0,1600,5,4,5,85,1085,1,1,3,1,1,1,1,0,0,0,0,1,1,1,0,1,1,0,1,0,1 +799,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8950,62,7,1999,74457,Petrol,110,0,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +800,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,11950,60,9,1999,74337,Petrol,86,0,Blue,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +801,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,68,1,1999,74308,Petrol,110,0,Red,0,1600,3,4,5,69,1050,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +802,TOYOTA Corolla 1.6 Linea Terra HB 2/3-Doors,9950,64,5,1999,74193,Petrol,110,0,Silver,0,1600,3,4,5,69,1050,1,1,12,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +803,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8250,65,4,1999,74179,Petrol,110,1,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +804,TOYOTA Corolla 1.3 16V WAGON LINEA TERRA Stationwagen,8995,67,2,1999,73936,Petrol,86,1,Green,0,1300,5,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +805,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,9995,61,8,1999,73894,Petrol,110,1,Black,0,1600,3,4,6,85,1065,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,1 +806,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9250,64,5,1999,73500,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,0 +807,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,10950,64,5,1999,73376,Petrol,110,0,Red,0,1600,5,4,5,85,1070,1,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +808,TOYOTA Corolla 1.3 16V 2/3-Doors,8900,64,5,1999,73300,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,0,1,3,0,1,0,0,0,0,0,0,1,1,1,0,0,0,1,1,0,0 +809,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9500,58,11,1999,73172,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,1,1,0,1,1,1,0,0 +810,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,58,11,1999,72928,Petrol,110,1,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +811,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7950,67,2,1999,72880,Petrol,86,1,Black,0,1332,3,4,5,69,1015,0,1,3,0,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +812,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8250,63,6,1999,72522,Petrol,110,1,Green,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +813,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,9450,64,5,1999,72000,Petrol,86,1,Green,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +814,TOYOTA Corolla 1.3 HB LINEA TERRA 2/3-Doors,7950,57,12,1999,72000,Petrol,86,0,Red,0,1300,3,4,5,69,1015,1,0,3,1,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +815,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,9500,59,10,1999,71366,Petrol,110,0,Black,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +816,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,65,4,1999,71317,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +817,TOYOTA Corolla 1.6 16v Liftback Linea Terra 4/5-Doors,10950,62,7,1999,71000,Petrol,110,0,Black,0,1600,5,4,5,85,1070,0,1,12,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +818,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,60,9,1999,70954,Petrol,110,0,Green,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +819,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,9450,63,6,1999,70908,Petrol,86,0,Red,0,1300,5,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,1,1,0,0,0,1,0,0,0,1 +820,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,8000,58,11,1999,70560,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,0,3,0,1,0,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +821,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9900,67,2,1999,70552,Petrol,110,0,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +822,TOYOTA Corolla 1.6 16v VVTi Terra Comfort 4/5-Doors,8950,62,7,1999,70500,Petrol,110,1,Blue,0,1600,5,4,5,69,1035,1,1,12,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +823,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,10900,60,9,1999,70453,Diesel,72,0,Red,0,2000,5,4,5,185,1135,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +824,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,9450,59,10,1999,70218,Petrol,110,1,Green,0,1600,3,4,5,69,1050,1,1,3,1,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +825,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,8450,64,5,1999,70116,Petrol,110,1,Red,0,1600,4,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +826,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9500,65,4,1999,70068,Petrol,110,1,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +827,TOYOTA Corolla 1.6 16v Linea Luna 2/3-Doors,10500,67,2,1999,70000,Petrol,107,1,Silver,1,1587,3,4,5,19,1065,0,0,12,1,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +828,TOYOTA Corolla 1.3 16V L. TERRA COMFORT 2/3-Doors,6950,68,1,1999,70000,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,0,0,3,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +829,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,9750,68,1,1999,69103,Petrol,110,0,Red,0,1600,4,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +830,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,6950,58,11,1999,69022,Petrol,86,1,Black,0,1300,5,4,5,69,1035,1,1,3,1,1,1,0,0,0,1,1,0,1,0,0,1,1,0,0,0,0 +831,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,9650,67,2,1999,69000,Petrol,110,1,Black,0,1600,3,4,6,85,1065,0,1,3,1,1,1,0,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +832,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,9950,68,1,1999,68865,Petrol,110,1,Black,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +833,TOYOTA Corolla 1.3 16V HATCHB G6 2/3-Doors,9250,58,11,1999,68723,Petrol,86,0,Red,0,1300,3,4,5,69,1025,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +834,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8950,63,6,1999,68453,Petrol,110,1,Red,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +835,TOYOTA Corolla 1.3 16V WAGON LINEA TERRA Stationwagen,9900,63,6,1999,68238,Petrol,86,0,Red,0,1300,5,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +836,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,10995,63,6,1999,68153,Petrol,110,1,Black,0,1600,5,4,5,85,1085,1,1,3,1,1,1,0,0,0,1,0,1,1,1,0,0,1,0,1,0,0 +837,TOYOTA Corolla 1.6 Luna Liftback 4/5-Doors,10500,65,4,1999,68000,Petrol,110,0,Red,0,1600,5,4,5,85,1075,0,0,6,1,0,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +838,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8950,65,4,1999,68000,Petrol,86,1,Black,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +839,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,9750,67,2,1999,67762,Petrol,110,1,Black,0,1600,3,4,6,85,1065,0,1,3,1,1,1,0,0,0,0,1,1,1,1,1,1,1,1,1,0,0 +840,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10950,68,1,1999,67146,Petrol,110,1,Silver,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +841,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,9750,67,2,1999,67110,Petrol,86,1,Grey,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +842,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,9950,59,10,1999,67010,Petrol,110,1,Blue,0,1600,3,4,6,85,1065,1,1,3,1,1,1,1,0,0,0,1,1,1,1,1,0,1,1,1,0,1 +843,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,10500,65,4,1999,67003,Petrol,110,1,Red,0,1600,4,4,5,69,1035,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +844,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA AUT3 2/3-Doors,10400,68,1,1999,66785,Petrol,86,0,Blue,1,1300,3,4,5,69,1045,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +845,TOYOTA Corolla 3drs 13i-16V 2/3-Doors,8800,68,1,1999,66550,Petrol,86,0,Red,0,1332,3,4,5,69,1010,0,0,3,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +846,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,10500,61,8,1999,66259,Petrol,110,1,Black,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +847,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9250,62,7,1999,66082,Petrol,110,0,Green,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +848,TOYOTA Corolla 1.3 16V HATCHB S 2/3-Doors,7800,65,4,1999,66000,Petrol,86,1,Green,0,1300,3,4,5,69,1015,1,1,3,0,1,0,0,0,0,0,1,1,1,0,0,1,1,1,0,0,0 +849,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9950,61,8,1999,66000,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,1,0,0,0 +850,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,10750,63,6,1999,65896,Petrol,110,1,Red,0,1600,3,4,6,85,1065,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +851,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10950,67,2,1999,65785,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +852,TOYOTA Corolla 1.6 16V SEDAN LINEA LUNA AUT4 4/5-Doors,9950,65,4,1999,65513,Petrol,110,1,Grey,1,1600,4,4,5,85,1070,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +853,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9950,59,10,1999,65463,Petrol,110,1,Green,0,1600,5,4,5,85,1070,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +854,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,8100,68,1,1999,65400,Petrol,86,1,Blue,0,1300,4,4,5,69,1000,0,1,3,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +855,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9250,60,9,1999,65259,Petrol,110,1,Silver,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,1,0,0,1,0,0,1,1,0,0,0,1 +856,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7800,64,5,1999,65000,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +857,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9000,68,1,1999,65000,Petrol,110,0,Red,0,1600,5,4,5,85,1070,0,0,3,1,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +858,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,8950,57,12,1999,65000,Petrol,110,0,Red,0,1600,4,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +859,TOYOTA Corolla 1.3-16V Luna 2/3-Doors,8950,62,7,1999,64966,Petrol,86,0,Grey,0,1300,3,4,5,69,1020,0,0,3,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +860,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,68,1,1999,64950,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +861,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8500,60,9,1999,64914,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,0,1,3,0,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +862,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,7995,62,7,1999,64797,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +863,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8750,65,4,1999,64772,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +864,TOYOTA Corolla 1.3 16V HATCHB LINEA LUNA 2/3-Doors,9750,63,6,1999,64690,Petrol,86,0,Red,0,1300,3,4,5,69,1020,1,1,3,0,0,0,1,0,0,1,1,1,0,0,1,0,0,0,0,0,0 +865,TOYOTA Corolla 1.6 Linea Terra LB 4/5-Doors,10950,65,4,1999,64630,Petrol,110,0,Silver,0,1600,5,4,5,85,1070,0,0,6,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,1,0,0 +866,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,9750,67,2,1999,64613,Petrol,110,1,Red,0,1600,5,4,5,85,1085,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,1,0,0,1 +867,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8200,60,9,1999,64383,Petrol,86,0,Red,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +868,TOYOTA Corolla LIFTBACK 1.6 Linea Sol 4/5-Doors,8950,68,1,1999,64000,Petrol,110,0,Red,0,1600,5,4,5,85,1075,0,1,6,0,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +869,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,9500,66,3,1999,63881,Petrol,86,0,Grey,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +870,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,10950,58,11,1999,63870,Diesel,72,0,Grey,0,2000,5,4,5,185,1135,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +871,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA AUT3 4/5-Doors,9750,66,3,1999,63328,Petrol,86,0,Red,1,1300,5,4,5,85,1065,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,0 +872,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA AUT3 4/5-Doors,9950,65,4,1999,63000,Petrol,86,1,Black,1,1300,5,4,5,85,1065,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,1,0,0,0 +873,TOYOTA Corolla 1.3 16V HATCHB LINEA LUNA AUT3 2/3-Doors,10450,61,8,1999,63000,Petrol,86,0,Green,1,1300,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +874,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9850,65,4,1999,62396,Petrol,110,0,White,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,1,0,0,0 +875,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9450,62,7,1999,62377,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +876,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,10295,67,2,1999,62316,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,1,1,1,1,0,0,1,1,1,0,1 +877,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,9750,68,1,1999,62292,Petrol,110,1,Black,0,1600,3,4,6,85,1065,0,1,3,1,1,1,0,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +878,TOYOTA Corolla 1.6i Linea Terra HB 2/3-Doors,8950,65,4,1999,62225,Petrol,110,1,Green,0,1600,3,4,5,69,1050,0,0,12,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +879,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9900,68,1,1999,62222,Petrol,110,0,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +880,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,8750,66,3,1999,62135,Petrol,86,1,Green,0,1300,5,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1 +881,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,58,11,1999,62024,Petrol,110,1,Black,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +882,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8500,60,9,1999,61977,Petrol,86,1,Silver,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,1,0,0,0 +883,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,9950,62,7,1999,61930,Petrol,110,1,Red,0,1600,4,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +884,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,10950,57,12,1999,61682,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,1,1,0,0,0 +885,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,9795,68,1,1999,61568,Petrol,110,1,Silver,0,1600,4,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +886,TOYOTA Corolla 1.6 Linea Terra Comfort 4/5-Doors,8750,68,1,1999,61504,Petrol,110,1,Green,0,1600,4,4,5,69,1035,1,0,12,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +887,TOYOTA Corolla 1.6 HB Linea Terra 2/3-Doors,8250,65,4,1999,61384,Petrol,110,1,Black,0,1600,3,4,5,69,1050,0,1,12,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0 +888,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,58,11,1999,61343,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +889,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,62,7,1999,61254,Petrol,110,0,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +890,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,10500,59,10,1999,61166,Petrol,110,1,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,0,1,0,0,0,1,1,1,0,0,0,1,1,0,0,0 +891,TOYOTA Corolla 1.3 16V LIFTB LINEA LUNA 4/5-Doors,9750,62,7,1999,61149,Petrol,86,1,Black,0,1300,5,4,5,69,1040,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +892,TOYOTA Corolla 1.6 16V WAGON LINEA LUNA Stationwagen,11250,61,8,1999,61144,Petrol,110,1,Silver,0,1600,5,4,5,85,1090,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +893,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8900,59,10,1999,61127,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,1,0,1,1,0,1,1,0,1,0,1 +894,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7950,60,9,1999,61100,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,1,1,0,1,0,0 +895,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,11500,68,1,1999,61100,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,1,1,0,1,0,1,0,1 +896,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9450,57,12,1999,61000,Petrol,110,1,Green,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +897,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7995,65,4,1999,60724,Petrol,86,1,Red,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0 +898,TOYOTA Corolla 1.3 16V LIFTB G6 4/5-Doors,10995,59,10,1999,60708,Petrol,86,1,Grey,0,1300,5,4,5,69,1045,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,0,0,0,0 +899,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,61,8,1999,60532,Petrol,110,1,Red,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +900,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA AUT3 4/5-Doors,8250,67,2,1999,60000,Petrol,86,0,Grey,1,1300,4,4,5,69,1030,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +901,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8950,66,3,1999,60000,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +902,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8950,65,4,1999,60000,Petrol,86,1,Silver,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +903,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,9500,62,7,1999,59295,Petrol,86,0,Red,0,1300,5,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +904,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7500,65,4,1999,59264,Petrol,86,0,Silver,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,1,1,1,0,1,1,0,1,0,0 +905,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,63,6,1999,59000,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,1,0,1,1,0,1,0,1 +906,TOYOTA Corolla LIFTBACK 1.3i Linea Luna Liftback 4/5-Doors,9950,63,6,1999,59000,Petrol,86,1,Silver,0,1300,5,4,5,19,1035,1,1,12,0,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +907,TOYOTA Corolla 1.6 VVTi Linea Luna Lift 4/5-Doors,9750,65,4,1999,59000,Petrol,110,0,Green,0,1600,5,4,5,19,1075,0,0,12,1,1,0,1,0,0,0,1,0,1,1,0,0,0,0,1,0,1 +908,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9450,61,8,1999,59000,Petrol,110,1,Red,0,1600,5,4,5,85,1070,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +909,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9950,65,4,1999,59000,Petrol,110,0,Grey,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +910,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,9750,68,1,1999,58860,Petrol,110,1,Grey,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +911,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,65,4,1999,58829,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +912,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8250,66,3,1999,58654,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +913,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7750,65,4,1999,58300,Petrol,86,1,Green,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,1,0,1,1,0,1,0,0 +914,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,60,9,1999,58269,Petrol,110,1,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +915,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,64,5,1999,58136,Petrol,110,1,Black,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +916,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA AUT4 2/3-Doors,9450,66,3,1999,58113,Petrol,107,1,Black,1,1600,3,4,5,85,1085,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +917,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,12950,67,2,1999,58058,Petrol,110,1,Black,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +918,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,9950,58,11,1999,58000,Petrol,110,1,Black,0,1600,3,4,5,69,1050,0,1,3,0,1,0,1,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +919,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,10495,62,7,1999,58000,Petrol,110,1,Green,0,1600,3,4,6,85,1065,1,1,3,1,1,1,1,0,0,0,1,1,1,1,1,1,1,1,1,0,1 +920,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,7950,68,1,1999,57565,Petrol,86,1,Green,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +921,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA AUT4 Stationwagen,10500,63,6,1999,57413,Petrol,107,0,Red,1,1600,5,4,5,85,1115,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +922,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8950,65,4,1999,57374,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +923,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9900,62,7,1999,57179,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +924,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,9995,61,8,1999,57169,Petrol,110,1,Grey,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +925,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,9950,63,6,1999,57124,Petrol,110,1,Blue,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +926,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9950,63,6,1999,57000,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +927,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8250,67,2,1999,57000,Petrol,110,0,Grey,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +928,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,9950,63,6,1999,57000,Petrol,86,1,Green,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +929,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8950,59,10,1999,56259,Petrol,86,0,Red,0,1300,3,4,5,69,1015,0,1,3,0,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +930,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA AUT4 2/3-Doors,10950,62,7,1999,56209,Petrol,107,1,Grey,1,1600,3,4,5,85,1080,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,1,0,0,0 +931,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,9250,67,2,1999,56074,Petrol,86,0,Red,0,1300,4,4,5,69,1000,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +932,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9950,63,6,1999,55942,Petrol,110,1,Green,0,1600,5,4,5,85,1070,1,1,3,1,1,1,1,0,0,0,1,1,1,1,0,1,1,0,1,0,0 +933,TOYOTA Corolla 1.3 16V LIFTB LINEA LUNA 4/5-Doors,9995,57,12,1999,55844,Petrol,86,1,Blue,0,1300,5,4,5,69,1045,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +934,TOYOTA Corolla 1.3 16V HATCHB LINEA LUNA 2/3-Doors,8750,61,8,1999,55747,Petrol,86,0,Blue,0,1300,3,4,5,69,1020,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +935,TOYOTA Corolla 1.3 16V LIFTB G6 4/5-Doors,10950,58,11,1999,55478,Petrol,86,0,Red,0,1300,5,4,5,69,1045,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +936,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA AUT4 4/5-Doors,10350,60,9,1999,55085,Petrol,107,0,Blue,1,1600,5,4,5,85,1105,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +937,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9950,65,4,1999,55061,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +938,TOYOTA Corolla 1.3 Hatchback 2/3-Doors,8950,65,4,1999,55000,Petrol,86,1,Silver,0,1300,3,4,5,69,1015,0,0,6,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +939,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10950,57,12,1999,55000,Petrol,110,0,Black,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +940,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10950,63,6,1999,54936,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +941,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8950,68,1,1999,54875,Petrol,110,1,Silver,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +942,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8900,67,2,1999,54847,Petrol,110,0,Red,0,1600,3,4,5,69,1050,1,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +943,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,10250,60,9,1999,54554,Petrol,110,1,Black,0,1600,3,4,6,85,1065,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +944,TOYOTA Corolla 1.6 Linea Terra Sedan 4/5-Doors,9450,61,8,1999,54125,Petrol,110,1,Silver,0,1600,5,4,5,69,1035,0,1,6,1,1,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +945,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,9250,61,8,1999,54000,Petrol,110,1,Red,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +946,TOYOTA Corolla 1.6 I lb luna 4/5-Doors,10500,57,12,1999,54000,Petrol,110,1,Black,0,1600,5,4,5,85,1075,0,1,6,1,1,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0 +947,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,7350,58,11,1999,54000,Petrol,86,0,Blue,0,1300,5,4,5,69,1035,0,0,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +948,TOYOTA Corolla 2/3-Doors,10250,57,12,1999,54000,Petrol,110,1,Black,0,1600,3,4,5,19,1135,0,0,3,0,1,1,1,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +949,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10250,62,7,1999,53285,Petrol,110,1,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +950,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,11500,65,4,1999,53053,Petrol,110,1,Black,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,1,0,0,0 +951,TOYOTA Corolla LIFTBACK 1.6-16v Linea Luna 2/3-Doors,8950,68,1,1999,53000,Petrol,110,1,Green,1,1587,3,4,5,19,1075,0,1,6,1,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +952,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7750,68,1,1999,53000,Petrol,86,0,Red,0,1300,3,4,5,69,1015,0,0,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +953,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9500,64,5,1999,52968,Petrol,110,1,Red,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +954,TOYOTA Corolla 1.3 16V HATCHB S 2/3-Doors,8450,67,2,1999,52800,Petrol,86,1,Black,0,1300,3,4,5,69,1015,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +955,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,57,12,1999,52548,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,1,1,1,1,0,1,1,0,1,0,1 +956,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,8400,60,9,1999,52487,Petrol,110,1,Beige,0,1600,4,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,0,0,1,0,1 +957,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,9250,66,3,1999,52383,Petrol,86,0,Blue,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +958,TOYOTA Corolla 1.6 linea terra 4/5-Doors,8900,61,8,1999,52112,Petrol,110,1,Grey,0,1600,4,4,5,69,1035,0,0,6,1,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +959,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8750,58,11,1999,51712,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,1,1,1,1,0,0,1,1,1,0,0,0 +960,TOYOTA Corolla 1.6 Linea Luna Aut. 4/5-Doors,10950,58,11,1999,51421,Petrol,110,0,Silver,1,1600,5,4,3,85,1105,0,0,6,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +961,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,8950,61,8,1999,51235,Petrol,86,1,Red,0,1300,4,4,5,69,1000,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,0,0,1,0,1 +962,TOYOTA Corolla 1.3I LINEATERRA 2/3-Doors,8950,65,4,1999,51000,Petrol,86,1,Grey,0,1300,3,4,5,69,1015,0,0,3,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0 +963,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8895,61,8,1999,50925,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1 +964,TOYOTA Corolla ,9390,66,3,1999,50806,Petrol,86,0,Green,0,1300,3,4,5,19,1480,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +965,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8750,59,10,1999,50469,Petrol,110,1,Black,0,1600,5,4,5,85,1070,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,1,0,0,0 +966,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9750,61,8,1999,50173,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +967,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,62,7,1999,50000,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,1,0,0,0 +968,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,10950,65,4,1999,49942,Petrol,110,0,Red,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +969,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,9900,67,2,1999,49585,Petrol,110,0,Red,0,1600,5,4,5,85,1085,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,1,0,0,1 +970,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,9500,62,7,1999,49258,Petrol,110,1,Grey,0,1600,4,4,5,69,1035,0,1,3,0,1,1,1,0,0,0,0,1,1,0,0,0,0,0,0,0,1 +972,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9950,61,8,1999,49000,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +973,TOYOTA Corolla 1.6 LL HB 4/5-Doors,9950,63,6,1999,48738,Petrol,110,0,Blue,0,1600,5,4,5,85,1055,0,1,12,1,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +974,TOYOTA Corolla 1.3 16V LIFTB LINEA LUNA 4/5-Doors,10500,62,7,1999,47750,Petrol,86,1,Blue,0,1300,5,4,5,69,1040,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +975,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,9950,63,6,1999,47612,Petrol,86,0,Blue,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +976,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,10495,68,1,1999,47500,Petrol,86,1,Green,0,1300,5,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +977,TOYOTA Corolla 1.6 Linea Terra Comfort HB 2/3-Doors,9500,66,3,1999,47237,Petrol,110,0,Silver,0,1600,3,4,5,69,1050,0,1,12,0,1,0,0,0,0,0,1,1,1,0,0,0,0,1,0,0,0 +978,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8500,58,11,1999,47171,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,1,1,1,1,0,0,1,0,1,0,0 +979,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,10450,60,9,1999,47060,Petrol,110,0,Grey,0,1600,4,4,5,69,1035,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +980,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8950,65,4,1999,47014,Petrol,86,1,Grey,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +981,TOYOTA Corolla 1.3 16V HATCHB G6 2/3-Doors,9900,59,10,1999,46929,Petrol,86,1,Grey,0,1300,3,4,5,69,1025,1,1,3,1,1,1,1,0,0,0,1,1,1,1,1,1,1,0,1,0,1 +982,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,8900,63,6,1999,46000,Petrol,86,0,Green,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +983,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8745,65,4,1999,45681,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +984,TOYOTA Corolla 1.3 HB Linea Terra 2/3-Doors,8750,65,4,1999,45549,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,0,0,12,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +985,TOYOTA Corolla 1.6 GTSi HB 4/5-Doors,10750,57,12,1999,45000,Petrol,110,1,Black,0,1600,5,4,5,69,1050,0,1,6,1,1,0,1,0,0,0,1,1,1,0,0,0,0,1,0,0,1 +986,TOYOTA Corolla 1.6 GTSi HB 2/3-Doors,9750,57,12,1999,45000,Petrol,110,1,Black,0,1600,3,4,5,69,1050,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +987,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8850,65,4,1999,45000,Petrol,110,0,Green,0,1600,5,4,5,85,1075,0,0,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +988,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,7950,66,3,1999,45000,Petrol,86,1,Grey,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +989,TOYOTA Corolla 1.6 Linea Terra Sedan 4/5-Doors,9450,63,6,1999,45000,Petrol,110,1,Violet,0,1600,4,4,5,69,1035,1,1,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +990,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA AUT4 2/3-Doors,9950,61,8,1999,45000,Petrol,107,0,Red,1,1600,3,4,5,85,1085,0,0,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +991,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,8250,63,6,1999,44944,Petrol,110,1,Green,0,1600,4,4,5,69,1035,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +992,TOYOTA Corolla 1.3 HB LINEA TERRA 2/3-Doors,9950,61,8,1999,44597,Petrol,86,0,White,0,1300,3,4,5,19,1015,0,1,3,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +993,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,9995,68,1,1999,44458,Petrol,86,0,Red,0,1300,3,4,5,69,1015,1,1,3,0,1,1,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0 +994,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9950,59,10,1999,43818,Petrol,110,0,Red,0,1600,5,4,5,85,1070,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +995,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,10495,60,9,1999,43426,Petrol,110,1,Green,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1 +996,TOYOTA Corolla 1.6 Lin.Terra Aut. 4/5-Doors,7950,58,11,1999,43000,CNG,110,1,Silver,1,1600,4,4,3,72,1114,0,0,3,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +997,TOYOTA Corolla 1.6 SD TERRA 4/5-Doors,8950,68,1,1999,43000,Petrol,110,1,Silver,0,1600,5,4,5,69,1035,0,0,6,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +998,TOYOTA Corolla 1.6 16v Liftback Linea Luna 4/5-Doors,9695,57,12,1999,43000,Petrol,110,0,Green,0,1600,5,4,5,85,1075,0,0,6,1,1,0,1,0,0,0,0,0,1,1,0,0,0,1,1,0,1 +999,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7750,64,5,1999,43000,Petrol,86,0,Blue,0,1300,3,4,5,69,1015,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +1000,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9950,68,1,1999,42750,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1001,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,67,2,1999,42102,Petrol,110,1,Silver,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1002,TOYOTA Corolla 1.6 LB Linea Terra 4/5-Doors,9950,63,6,1999,41586,Petrol,110,1,Blue,0,1600,5,4,5,19,1114,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1003,TOYOTA Corolla 1.6 4/5-Doors,9900,64,5,1999,41200,Petrol,110,0,Red,0,1600,5,4,5,85,1070,0,1,6,0,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0 +1004,TOYOTA Corolla 1.3 16V HATCHB G6 2/3-Doors,10950,57,12,1999,40214,Petrol,86,0,Red,0,1300,3,4,5,69,1025,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +1005,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,8950,60,9,1999,40000,Petrol,86,1,Blue,0,1300,4,4,5,69,1000,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1006,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA AUT3 2/3-Doors,8950,66,3,1999,39222,Petrol,86,1,Red,1,1300,3,4,5,69,1045,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1007,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8250,66,3,1999,39144,Petrol,110,1,Green,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1008,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10250,62,7,1999,39000,Petrol,110,1,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1009,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8750,61,8,1999,38019,Petrol,110,1,Blue,0,1600,5,4,5,85,1070,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1010,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9750,68,1,1999,37759,Petrol,110,1,Blue,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1011,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,10950,61,8,1999,37500,Petrol,110,0,White,0,1600,5,4,5,85,1085,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1012,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,10950,60,9,1999,37111,Petrol,110,1,Red,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +1013,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,9750,62,7,1999,37000,Petrol,86,0,Red,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1014,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8900,59,10,1999,36954,Petrol,110,1,Green,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,1,1,1,1,0,1,1,0,1,0,1 +1015,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9500,60,9,1999,36943,Petrol,110,0,Red,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1016,TOYOTA Corolla 1.3 16V WAGON LINEA TERRA Stationwagen,9950,63,6,1999,36923,Petrol,86,0,Red,0,1300,5,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1017,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9950,66,3,1999,36658,Petrol,110,0,Black,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +1018,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8250,65,4,1999,36000,Petrol,86,1,Green,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1019,TOYOTA Corolla 1.6 16V HATCHB G6 2/3-Doors,10450,65,4,1999,36000,Petrol,110,1,Grey,0,1600,3,4,6,85,1065,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +1020,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,10950,62,7,1999,35512,Petrol,110,1,Black,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +1021,TOYOTA Corolla 1.3 16V HATCHB S 2/3-Doors,9250,65,4,1999,35283,Petrol,86,1,Green,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1022,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8900,68,1,1999,35000,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,1,1,0,1,0,0,1,1,0,0,0,0 +1023,TOYOTA Corolla 1.3 16V LIFTB G6 4/5-Doors,10900,57,12,1999,35000,Petrol,86,1,Blue,0,1300,5,4,5,69,1045,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,0,0,0,0 +1024,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9750,64,5,1999,34114,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1025,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,11950,58,11,1999,34000,Petrol,110,0,Black,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1026,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,7900,68,1,1999,33847,Petrol,86,1,Grey,0,1300,4,4,5,69,1000,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1027,TOYOTA Corolla 1.6 SDN LINEA TERRA 4/5-Doors,10900,57,12,1999,33535,Petrol,110,0,Red,0,1600,4,4,5,69,1035,0,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +1028,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,10450,65,4,1999,33000,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0 +1029,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,10950,59,10,1999,32150,Petrol,110,1,Blue,0,1600,5,4,5,85,1085,0,1,3,1,1,1,1,0,0,1,0,1,1,0,0,1,1,1,0,0,1 +1030,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,9950,65,4,1999,31588,Petrol,86,1,Green,0,1300,3,4,5,69,1015,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1031,TOYOTA Corolla 1.6 16V HATCHB G6 R 2/3-Doors,10750,60,9,1999,31480,Petrol,110,1,Red,0,1600,3,4,6,85,1065,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1032,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9900,57,12,1999,31307,Petrol,110,1,Green,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1033,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,10750,68,1,1999,31000,Petrol,110,1,Grey,0,1600,4,4,5,69,1035,0,1,3,0,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +1034,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10450,58,11,1999,30634,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +1035,TOYOTA Corolla 1.3 Linea Terra Comfort 4/5-Doors,9450,68,1,1999,30300,Petrol,86,1,Red,0,1300,4,4,5,69,1000,1,1,12,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +1036,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA AUT3 2/3-Doors,10750,60,9,1999,28500,Petrol,86,1,Grey,1,1300,3,4,5,69,1045,0,1,3,1,1,1,0,0,0,0,1,1,1,1,0,0,1,0,1,0,0 +1037,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10950,60,9,1999,28500,Petrol,110,0,Red,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1038,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,10000,57,12,1999,28000,Petrol,86,0,Black,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +1039,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,10500,68,1,1999,26698,Petrol,110,0,Red,0,1600,3,4,5,85,1055,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +1040,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA AUT4 2/3-Doors,12500,62,7,1999,26000,Petrol,107,0,Black,1,1600,3,4,5,85,1085,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1041,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,8950,62,7,1999,25505,Petrol,86,1,Green,0,1300,5,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +1042,TOYOTA Corolla 1.6 Luna LB 4/5-Doors,10500,58,11,1999,25000,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,0,6,1,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0 +1043,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9245,66,3,1999,22835,Petrol,110,1,Green,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1044,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,10950,59,10,1999,22705,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1045,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,9500,63,6,1999,22178,Petrol,86,1,Red,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1046,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,10900,62,7,1999,17345,Petrol,110,1,Red,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1047,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA AUT3 4/5-Doors,10950,67,2,1999,15535,Petrol,86,1,Grey,1,1300,4,4,5,69,1030,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1048,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,9450,66,3,1999,15110,Petrol,86,0,Green,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1049,TOYOTA Corolla 2.0 DSL WAGON LINEA TERRA COMM Anders,5900,73,8,1998,232940,Diesel,72,0,Grey,0,2000,5,4,5,40,1172,0,1,3,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1050,TOYOTA Corolla 2.0 DSL WAGON LINEA TERRA Stationwagen,6950,79,2,1998,218118,Diesel,72,0,Black,0,2000,5,4,5,185,1150,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1051,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,6000,78,3,1998,217764,Diesel,72,1,Green,0,2000,5,4,5,185,1135,1,1,3,1,1,1,1,0,0,0,1,0,1,0,0,0,1,0,0,0,1 +1052,TOYOTA Corolla 1.6 LB *G3* AIRCO 4/5-Doors,5250,79,2,1998,207114,CNG,110,1,Black,0,1600,5,4,5,197,1114,0,0,3,0,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1053,TOYOTA Corolla 2.0D LINEA TERRA+airco 2/3-Doors,4400,74,7,1998,203254,Diesel,72,1,Black,0,2000,3,4,5,64,1135,0,0,3,0,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0 +1054,TOYOTA Corolla 2.0 DSL SEDAN LINEA TERRA 4/5-Doors,6750,77,4,1998,200732,Diesel,72,1,Grey,0,2000,4,4,5,185,1100,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1055,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,8500,69,12,1998,197501,Diesel,72,0,White,0,2000,5,4,5,185,1135,0,1,3,1,1,1,1,0,0,0,1,0,1,0,0,1,1,1,0,0,0 +1056,TOYOTA Corolla 2.0 DSL HATCHB LINEA LUNA 2/3-Doors,6150,80,1,1998,194765,Diesel,72,0,Blue,0,2000,3,4,5,185,1120,0,1,3,0,1,0,1,0,0,0,1,1,1,1,1,0,1,0,1,0,1 +1057,TOYOTA Corolla 2.0 DSL WAGON LINEA TERRA Stationwagen,6950,76,5,1998,191620,Diesel,72,0,Black,0,2000,5,4,5,185,1150,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1058,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,5750,76,5,1998,183277,Diesel,72,0,Black,0,2000,3,4,5,185,1115,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1059,TOYOTA Corolla 2.0 DSL SEDAN LINEA TERRA 4/5-Doors,8750,78,3,1998,180378,Diesel,72,1,Red,0,2000,4,4,5,185,1100,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1060,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,6500,70,11,1998,178800,Diesel,72,0,Red,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1061,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,5950,73,8,1998,176177,Petrol,110,1,Silver,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +1062,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,6500,78,3,1998,176000,Petrol,86,0,Grey,0,1300,5,4,5,69,1035,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1063,TOYOTA Corolla 2.0 ST WGN LINEA TERRA DSL Stationwagen,10500,77,4,1998,172980,Diesel,72,1,Black,0,2000,5,4,5,64,1135,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1064,TOYOTA Corolla 2.0 DSL SEDAN LINEA TERRA 4/5-Doors,8500,77,4,1998,170000,Diesel,72,0,Red,0,2000,4,4,5,185,1100,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1065,TOYOTA Corolla 1.6 HB LINEA TERRA 2/3-Doors,7950,71,10,1998,164000,Petrol,110,1,Blue,0,1600,3,4,5,19,1050,0,0,3,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1066,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,5800,78,3,1998,161775,Petrol,86,1,Black,0,1300,3,4,5,69,1015,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +1067,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6750,80,1,1998,160000,Petrol,86,0,Blue,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1068,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,6950,78,3,1998,159968,Diesel,72,0,Red,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1069,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,5740,74,7,1998,159908,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,0,1,0,1,0,0,0,0,0,1,0,0,1,1,1,0,0,1 +1070,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6550,73,8,1998,158492,Petrol,86,0,Grey,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1071,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,8950,69,12,1998,156204,Diesel,72,1,Red,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,1,0,0,1,0,0,1,1,0,0,0,0 +1072,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,6750,73,8,1998,156169,Petrol,86,1,Silver,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,1,0,0,1 +1073,TOYOTA Corolla 1.6 3D Terra/Comf. 2/3-Doors,7950,78,3,1998,155210,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,0,0,6,0,1,0,0,0,0,0,1,1,1,0,0,0,0,1,0,0,0 +1074,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,7950,69,12,1998,155000,Diesel,72,0,Green,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1075,TOYOTA Corolla 2.0 DSL LIFTB LINEA LUNA 4/5-Doors,7450,76,5,1998,154900,Diesel,72,1,Grey,0,2000,5,4,5,185,1140,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +1076,TOYOTA Corolla 2.0 DSL WAGON LINEA TERRA Stationwagen,7750,70,11,1998,151300,Diesel,72,1,Black,0,2000,5,4,5,185,1150,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1077,TOYOTA Corolla 1.6 16v Linea Terra 4/5-Doors,6450,71,10,1998,151000,CNG,110,1,Black,0,1600,5,4,5,197,1094,0,1,6,0,1,0,1,0,0,0,1,1,1,0,0,0,0,1,0,0,1 +1078,TOYOTA Corolla 2.0D Linea Terra 2/3-Doors,7900,75,6,1998,150000,Diesel,72,1,Green,0,2000,3,4,5,64,1135,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1079,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,6900,69,12,1998,146304,Diesel,72,1,Grey,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1080,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,5600,75,6,1998,146197,Petrol,86,0,Blue,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1081,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,5950,77,4,1998,145996,Petrol,110,0,Grey,0,1600,4,4,5,69,1035,0,1,3,1,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1082,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA AUT3 2/3-Doors,6950,80,1,1998,143560,Petrol,86,1,Green,1,1300,3,4,5,69,1045,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1083,TOYOTA Corolla 2.0 DSL ,7950,71,10,1998,139145,Diesel,73,0,Black,0,2000,2,4,5,185,1115,0,0,6,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1 +1084,TOYOTA Corolla 1.3 16V WAGON LINEA TERRA Stationwagen,8950,79,2,1998,138500,Petrol,86,0,Grey,0,1300,5,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1085,TOYOTA Corolla 2.0 D Linea Terra Liftback 4/5-Doors,7950,74,7,1998,137741,Diesel,90,1,Blue,0,2000,5,4,5,185,1135,0,1,6,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +1086,TOYOTA Corolla 2.0 D Linea Terra Liftback 4/5-Doors,9500,80,1,1998,137178,Diesel,90,1,Silver,0,2000,5,4,5,185,1135,0,0,6,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +1087,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,8600,76,5,1998,134889,Diesel,72,1,Red,0,2000,3,4,5,185,1115,1,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1088,TOYOTA Corolla 2.0 ST WGN LINEA TERRA DSL Stationwagen,5950,71,10,1998,134660,Diesel,72,0,White,0,2000,5,4,5,64,1135,0,1,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1089,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7750,73,8,1998,134539,Petrol,110,0,Blue,0,1600,5,4,5,85,1070,0,1,3,0,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +1091,TOYOTA Corolla 2.0 DSL LIFTB LINEA LUNA 4/5-Doors,7950,79,2,1998,131500,Diesel,72,0,Blue,0,2000,5,4,5,185,1140,0,1,3,0,1,0,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +1092,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,6950,77,4,1998,131307,Petrol,110,1,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1093,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7250,74,7,1998,130025,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1094,TOYOTA Corolla 1.3 LB LINEA TERRA 4/5-Doors,6500,78,3,1998,130000,Petrol,86,0,Blue,0,1300,5,4,5,19,1015,0,1,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1095,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7250,77,4,1998,128960,Petrol,110,1,Red,0,1600,5,4,5,85,1070,0,1,3,0,1,0,1,0,0,0,1,1,1,1,0,1,1,0,1,0,1 +1096,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9250,80,1,1998,128351,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,0,1,3,0,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1097,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,8250,73,8,1998,128006,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,1,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,1,0,0,0 +1098,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,7250,71,10,1998,127159,Diesel,72,1,Red,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1099,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,5250,72,9,1998,126478,Petrol,110,1,Green,0,1600,4,4,5,69,1035,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0 +1100,TOYOTA Corolla 1.6 HB Terra 4/5-Doors,7900,77,4,1998,126000,Petrol,110,1,Blue,0,1600,5,4,5,69,1050,0,0,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1101,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,6900,76,5,1998,125778,Petrol,110,0,Grey,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1102,TOYOTA Corolla 1.6i-16 SPORTS TC 2/3-Doors,7900,75,6,1998,125400,Petrol,110,0,White,0,1600,3,4,5,69,1050,0,0,6,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1103,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,7250,74,7,1998,124910,Diesel,72,0,Red,0,2000,5,4,5,185,1135,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1104,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,8450,70,11,1998,124743,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,1,0,0,1 +1105,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,7950,76,5,1998,124591,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,1,1,3,0,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1106,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7950,74,7,1998,124057,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1107,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,6450,72,9,1998,123403,Petrol,110,1,Green,0,1600,3,4,5,69,1050,1,1,3,0,1,0,1,0,0,0,1,1,1,1,0,0,1,0,1,0,1 +1108,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,6650,75,6,1998,123104,Petrol,110,1,Blue,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1109,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7950,74,7,1998,123077,Petrol,86,1,Red,0,1300,3,4,5,69,1015,0,1,3,1,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1110,TOYOTA Corolla 1.3 16V LIFTB LINEA LUNA 4/5-Doors,7250,80,1,1998,122820,Petrol,86,0,Red,0,1300,5,4,5,69,1040,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1111,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7450,77,4,1998,122290,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,1,1,1,1,0,1 +1112,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7950,74,7,1998,121900,Petrol,110,1,Red,0,1600,4,4,5,69,1035,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +1113,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7250,77,4,1998,121545,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1114,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,8250,71,10,1998,120474,Diesel,72,1,Black,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1115,TOYOTA Corolla 2.0 LB LINEA TERRA DSL 4/5-Doors,8950,76,5,1998,120263,Diesel,72,1,Black,0,2000,5,4,5,64,1135,0,1,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1116,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7750,74,7,1998,120196,Petrol,110,1,Black,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +1117,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,8500,71,10,1998,120000,Petrol,110,0,White,0,1600,5,4,5,85,1085,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,1,0,0,0 +1118,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,7750,78,3,1998,120000,Petrol,110,0,Green,0,1600,5,4,5,85,1075,0,1,3,0,1,0,0,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +1119,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,5750,73,8,1998,115877,Petrol,110,0,White,0,1600,4,4,5,69,1035,0,1,3,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1120,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,6900,76,5,1998,115345,Petrol,110,1,Red,0,1600,5,4,5,85,1070,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +1121,TOYOTA Corolla 1.6 HATCHBACK 2/3-Doors,6500,71,10,1998,115157,Petrol,110,1,Black,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,1,1,0,1,0,0,0,1,1,0,0 +1122,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA AUT4 4/5-Doors,6500,78,3,1998,115000,Petrol,107,1,Red,1,1600,5,4,5,85,1100,0,1,3,0,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1123,TOYOTA Corolla 1.3 16V WAGON LINEA TERRA Stationwagen,7600,77,4,1998,114258,Petrol,86,1,Blue,0,1300,5,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1124,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,8950,73,8,1998,112963,Diesel,72,1,Red,0,2000,5,4,5,185,1135,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1125,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7450,74,7,1998,112307,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,1,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +1126,TOYOTA Corolla 1.3 16V HATCHB S 2/3-Doors,7350,72,9,1998,112000,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1127,TOYOTA Corolla 1.3 16V HATCHB S 2/3-Doors,7750,73,8,1998,111602,Petrol,86,1,Black,0,1300,3,4,5,69,1015,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +1128,TOYOTA Corolla 1.6 Linea Terra / Keuze uit 700 occasions 2/3-Doors,7460,80,1,1998,111392,CNG,110,0,Grey,0,1598,3,4,5,197,1083,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,0,1,0,0,0 +1129,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,9250,76,5,1998,110901,Petrol,110,1,Grey,0,1600,5,4,5,85,1085,1,1,3,0,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1130,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,7250,80,1,1998,110887,Petrol,110,1,Green,0,1600,3,4,5,85,1055,0,1,3,0,1,0,0,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +1131,TOYOTA Corolla 1.3 16V HATCHB S 2/3-Doors,6500,72,9,1998,110634,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,1,1,3,0,1,0,0,0,0,0,1,1,1,0,0,1,1,1,0,0,0 +1132,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,6800,80,1,1998,110000,Petrol,110,1,Grey,0,1600,4,4,5,69,1035,0,1,3,0,1,1,1,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +1133,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,8700,75,6,1998,109540,Petrol,110,0,Grey,0,1600,5,4,5,85,1085,1,1,3,1,1,1,1,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +1134,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7500,78,3,1998,109263,Petrol,110,0,Grey,0,1600,5,4,5,85,1070,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1135,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7750,71,10,1998,107516,Petrol,110,1,Black,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1136,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,7950,73,8,1998,107108,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +1137,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9950,75,6,1998,107000,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,1,0,1,0,0,1,1,1,0,0,0 +1138,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,6640,74,7,1998,106250,Petrol,110,0,Green,0,1600,5,4,5,85,1070,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1139,TOYOTA Corolla 1.3 HB LINEA TERRA 2/3-Doors,8750,71,10,1998,106150,Petrol,86,0,Black,0,1300,3,4,5,19,1015,0,1,3,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +1140,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,7750,72,9,1998,106108,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,1,0,0,0 +1141,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,5950,72,9,1998,105856,Petrol,86,0,White,0,1300,3,4,5,69,1015,0,1,3,0,1,0,0,0,0,0,0,1,1,1,0,1,1,0,1,0,0 +1142,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6750,77,4,1998,105152,Petrol,86,0,Green,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1143,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,6500,80,1,1998,105135,Petrol,110,1,Silver,0,1600,3,4,5,69,1050,0,1,3,0,1,0,1,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1144,TOYOTA Corolla 1.6 3D Terra/Comf. 2/3-Doors,8750,76,5,1998,104344,Petrol,110,1,Green,0,1600,3,4,5,69,1050,0,1,6,0,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +1145,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,7950,74,7,1998,104150,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,1,1,1,1,0,1,1,0,1,0,0 +1146,TOYOTA Corolla 1.3 16V HATCHB 2/3-Doors,6750,74,7,1998,104000,Petrol,86,1,Grey,0,1300,3,4,5,69,1010,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1147,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,7950,73,8,1998,103121,Petrol,86,1,Grey,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0 +1148,TOYOTA Corolla 1.3 Linea Terra 3 drs 2/3-Doors,7950,80,1,1998,102300,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,0,0,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1149,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA AUT4 4/5-Doors,8950,75,6,1998,102005,Petrol,107,1,Grey,1,1600,5,4,5,85,1105,0,1,3,1,1,1,0,0,0,1,1,1,1,0,1,0,1,0,0,0,0 +1150,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7750,77,4,1998,102000,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1151,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,6450,75,6,1998,101855,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,0,1,3,0,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1 +1152,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,6900,74,7,1998,101773,Petrol,110,0,Grey,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1153,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,8450,75,6,1998,101159,Petrol,110,1,Red,0,1600,5,4,5,85,1085,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +1154,TOYOTA Corolla 1.3 HB LINEA TERRA 2/3-Doors,6750,74,7,1998,101000,Petrol,86,0,Grey,0,1300,3,4,5,19,1015,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1155,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA AUT3 4/5-Doors,8050,74,7,1998,100732,Petrol,86,1,Blue,1,1300,4,4,5,69,1030,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1156,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9500,79,2,1998,100719,Petrol,110,0,Red,0,1600,5,4,5,85,1070,0,1,3,0,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1157,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7750,78,3,1998,100487,Petrol,110,0,Red,0,1600,4,4,5,69,1035,1,1,3,0,1,1,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1158,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,8500,80,1,1998,100458,Petrol,110,0,Blue,0,1600,5,4,5,85,1085,0,1,3,0,1,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1159,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7795,75,6,1998,100192,Petrol,110,1,Black,0,1600,3,4,5,69,1050,1,1,3,0,1,0,1,0,0,1,1,1,1,0,0,0,1,1,0,0,0 +1160,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,6490,80,1,1998,100123,Petrol,110,1,Black,0,1600,3,4,5,69,1050,1,1,3,0,1,0,0,0,0,0,0,0,1,1,0,0,1,0,1,0,0 +1161,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,7950,73,8,1998,99971,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,0,1,3,0,1,0,1,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +1162,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,6425,79,2,1998,99397,Petrol,86,0,Blue,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1163,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,8950,69,12,1998,99374,Petrol,86,1,Blue,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1164,TOYOTA Corolla 1.6 LB LINEA LUNA 4/5-Doors,6950,72,9,1998,99245,Petrol,110,1,Red,0,1600,5,4,5,19,1114,0,0,3,1,1,0,0,0,0,0,1,1,1,0,1,0,0,0,0,0,0 +1165,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,8750,79,2,1998,98742,Petrol,110,0,Silver,0,1600,5,4,5,85,1085,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1166,TOYOTA Corolla 1.6 16V S-uitvoering 2/3-Doors,8450,71,10,1998,98154,Petrol,110,1,Black,0,1600,3,4,5,69,1050,0,1,6,0,1,0,1,0,0,0,1,1,1,0,0,0,0,1,0,0,0 +1167,TOYOTA Corolla 1.6 16v Liftback Linea Terra 4/5-Doors,7950,77,4,1998,98000,Petrol,110,1,Green,0,1600,5,4,5,19,1065,0,0,3,1,1,0,1,0,0,0,1,1,1,0,0,0,0,1,0,0,1 +1168,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,7950,80,1,1998,97548,Petrol,86,0,White,0,1300,5,4,5,69,1035,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0 +1169,TOYOTA Corolla 1.6 LINEA TERRA 4/5-Doors,8900,78,3,1998,97534,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,0,0,3,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,1 +1170,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,8950,73,8,1998,97494,Petrol,110,1,Silver,0,1600,5,4,5,85,1085,1,1,3,1,1,1,0,0,0,1,1,1,1,0,0,1,1,0,0,0,0 +1171,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,8900,73,8,1998,97085,Petrol,110,1,Grey,0,1600,5,4,5,85,1085,1,1,3,0,1,0,0,0,0,0,1,0,1,1,0,0,1,0,1,0,1 +1172,TOYOTA Corolla 1.6 Linea Terra Sedan 4/5-Doors,7950,69,12,1998,97000,Petrol,110,0,Green,0,1600,4,4,5,69,1035,1,1,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +1173,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6495,74,7,1998,96302,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1174,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7250,78,3,1998,96000,Petrol,86,1,Black,0,1300,3,4,5,69,1015,0,0,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,1 +1175,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,9250,74,7,1998,96000,Petrol,110,1,Black,0,1600,5,4,5,85,1085,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1176,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,6650,78,3,1998,95909,Petrol,110,1,Black,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1177,TOYOTA Corolla 1.6 Terra Stationwagen,6990,79,2,1998,95700,Petrol,110,0,Red,0,1600,5,4,5,85,1085,0,0,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1178,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7750,78,3,1998,95651,Petrol,110,1,Blue,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1 +1179,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,6950,79,2,1998,95000,Petrol,86,1,Grey,0,1300,5,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1180,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7250,80,1,1998,94447,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,0,0,0,0,0,1,1,1,1,0,1,1,0,1,0,0 +1181,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,9950,80,1,1998,94079,Petrol,110,1,Grey,0,1600,5,4,5,85,1085,1,1,3,1,1,0,1,0,0,0,1,1,1,1,0,0,1,0,1,0,1 +1182,TOYOTA Corolla 1.6 Linea Terra Comfort 4/5-Doors,9250,80,1,1998,93841,Petrol,110,0,Silver,0,1600,5,4,5,85,1070,0,0,6,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0 +1183,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,7200,79,2,1998,93090,Petrol,86,1,Silver,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +1184,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8250,72,9,1998,93066,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +1185,TOYOTA Corolla 1.6 16V HATCHB GTSI 2/3-Doors,8950,79,2,1998,93039,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1186,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8250,77,4,1998,93000,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,0,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +1187,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6250,80,1,1998,92830,Petrol,86,1,Silver,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1189,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA AUT4 4/5-Doors,9900,80,1,1998,92255,Petrol,107,0,Grey,1,1600,5,4,5,85,1105,1,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1190,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,7300,80,1,1998,92096,Petrol,86,1,Red,0,1300,5,4,5,69,1035,0,1,3,0,1,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1191,TOYOTA Corolla 1.3 Linea Luna Hatchback 2/3-Doors,8950,72,9,1998,91921,Petrol,86,1,Blue,0,1300,3,4,5,69,1020,0,1,6,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1192,TOYOTA Corolla 1.3 16V HATCHB S 2/3-Doors,6500,70,11,1998,91900,Petrol,86,1,Silver,0,1300,3,4,5,69,1015,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,1,1,1,0,0,0 +1193,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7950,78,3,1998,91399,Petrol,110,1,Blue,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,1,0,1,1,0,0,1,1,0,0,0,1 +1194,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7450,75,6,1998,91082,Petrol,110,1,Silver,0,1600,3,4,5,69,1050,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1195,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,7950,71,10,1998,90370,Petrol,86,1,Blue,0,1300,5,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,1,0,0,0 +1196,TOYOTA Corolla 1.3i-16v Linea Terra 5d 4/5-Doors,8500,78,3,1998,90345,Petrol,86,1,Silver,0,1300,5,4,5,69,1035,0,0,6,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +1197,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6950,77,4,1998,90305,Petrol,86,1,Grey,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1198,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA AUT3 2/3-Doors,7950,78,3,1998,90011,Petrol,86,0,Green,1,1300,3,4,5,69,1045,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1199,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6750,77,4,1998,90000,Petrol,86,1,Green,0,1300,3,4,5,69,1015,0,1,3,0,1,0,0,0,0,0,0,0,1,1,0,0,1,0,1,0,0 +1200,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,8450,70,11,1998,89983,Petrol,110,0,Red,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1201,TOYOTA Corolla 1.6 LB LINEA TERRA 4/5-Doors,7500,78,3,1998,89953,Petrol,110,0,Green,0,1600,5,4,5,19,1114,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1202,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,8750,74,7,1998,89800,Diesel,72,1,Grey,0,2000,3,4,5,185,1115,0,1,3,0,1,0,0,0,0,0,0,0,1,1,0,0,1,0,1,0,0 +1203,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,8750,79,2,1998,89739,Petrol,86,1,Blue,0,1300,5,4,5,69,1035,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1204,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,76,5,1998,89520,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1205,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7450,75,6,1998,89507,Petrol,86,0,Green,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1206,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,9200,69,12,1998,89096,Petrol,110,1,Red,0,1600,5,4,5,85,1085,0,1,3,1,1,1,0,0,0,0,1,0,1,1,0,1,1,0,1,0,0 +1207,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,74,7,1998,88700,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1208,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,7850,72,9,1998,88500,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,0,0,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +1209,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,6950,73,8,1998,88186,Diesel,72,1,Blue,0,2000,3,4,5,185,1115,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1210,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,7200,75,6,1998,88000,Petrol,110,1,Silver,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,1,1,1,1,0,1,1,0,1,0,1 +1211,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,7450,78,3,1998,87743,Petrol,110,0,Black,0,1600,3,4,5,85,1055,0,1,3,0,1,0,0,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +1212,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6750,75,6,1998,87613,Petrol,86,0,Grey,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1213,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7500,73,8,1998,87358,Petrol,110,1,Black,0,1600,3,4,5,69,1050,1,1,3,1,1,0,0,0,0,0,1,1,1,0,1,1,1,1,0,0,0 +1214,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7450,72,9,1998,87083,Petrol,110,0,Red,0,1600,4,4,5,69,1035,1,1,3,0,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +1215,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7950,70,11,1998,87000,Petrol,110,1,Silver,0,1600,4,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1216,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7250,78,3,1998,87000,Petrol,110,1,Blue,0,1600,4,4,5,69,1035,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1217,TOYOTA Corolla 1.3 3D Linea Terra 2/3-Doors,7950,73,8,1998,87000,Petrol,86,1,Red,0,1300,3,4,5,69,1015,0,1,12,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +1218,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8250,80,1,1998,87000,Petrol,86,1,Black,0,1300,3,4,5,69,1015,0,1,3,0,1,0,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1 +1219,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8250,72,9,1998,86860,Petrol,110,0,Green,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1220,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,6750,80,1,1998,86109,Petrol,110,1,Grey,0,1600,3,4,5,85,1055,0,1,3,1,1,1,1,0,0,0,1,1,1,1,1,0,1,0,1,0,1 +1221,TOYOTA Corolla 1.3 16V LB Linea Luna 4/5-Doors,8750,79,2,1998,86000,Petrol,86,1,Green,0,1300,5,4,5,69,1040,0,0,3,0,1,0,0,0,0,1,1,1,1,0,0,0,0,0,0,0,1 +1222,TOYOTA Corolla 1.6 HB LINEA LUNA 2/3-Doors,8950,80,1,1998,86000,Petrol,110,0,Green,0,1600,3,4,5,19,1050,0,1,3,1,1,0,1,1,0,0,1,1,1,0,1,0,0,0,0,0,0 +1223,TOYOTA Corolla 2.0 DSL LIFTB LINEA TERRA 4/5-Doors,8500,70,11,1998,85864,Diesel,72,1,Green,0,2000,5,4,5,185,1135,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +1224,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8250,80,1,1998,85565,Petrol,110,0,Blue,0,1600,5,4,5,85,1070,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,1,1,1,0,0,1 +1225,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA AUT4 2/3-Doors,9450,70,11,1998,85470,Petrol,107,0,Red,1,1600,3,4,5,85,1080,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1226,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7950,73,8,1998,85200,Petrol,110,1,Silver,0,1600,3,4,5,69,1050,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1227,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,7900,70,11,1998,85000,Petrol,110,1,Blue,0,1600,3,4,5,85,1055,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +1228,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8500,73,8,1998,84988,Petrol,110,1,Black,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1229,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8250,79,2,1998,84966,Petrol,110,0,White,0,1600,5,4,5,85,1070,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +1230,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8250,76,5,1998,84472,Petrol,110,1,Black,0,1600,5,4,5,85,1070,1,1,3,0,1,0,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1 +1231,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,8950,73,8,1998,84402,Petrol,110,1,Red,0,1600,4,4,5,69,1035,1,1,3,1,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1232,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7950,74,7,1998,84123,Petrol,110,0,Black,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1233,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,6950,80,1,1998,84000,Petrol,110,0,Blue,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1234,TOYOTA Corolla 1.6 16v Liftback Linea Terra 4/5-Doors,7250,78,3,1998,84000,Petrol,110,1,Red,0,1600,5,4,5,19,1065,0,1,3,1,1,0,1,0,0,0,0,0,1,1,0,0,0,0,1,0,1 +1235,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,7750,77,4,1998,84000,Petrol,110,1,Grey,0,1600,5,4,5,85,1085,0,0,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1236,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,8700,75,6,1998,83850,Petrol,110,1,Blue,0,1600,3,4,5,85,1055,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +1237,TOYOTA Corolla LIFTBACK 1.6 Linea Terra Liftback 4/5-Doors,8950,80,1,1998,83540,Petrol,110,1,Green,0,1600,5,4,5,85,1070,1,1,12,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1238,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,6750,76,5,1998,83405,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1239,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7500,71,10,1998,83291,Petrol,110,1,Green,0,1600,5,4,5,85,1070,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1240,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7950,69,12,1998,83133,Petrol,86,0,Black,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1241,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA AUT3 2/3-Doors,8950,71,10,1998,83047,Petrol,86,1,Black,1,1300,3,4,5,69,1045,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1242,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7950,71,10,1998,82700,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,1,1,1,1,0,0,1,0,1,0,0 +1243,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7450,78,3,1998,82675,Petrol,86,0,White,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1244,TOYOTA Corolla 1.3 HB LINEA TERRA 2/3-Doors,5950,78,3,1998,82595,Petrol,86,1,Blue,0,1300,3,4,5,19,1015,0,0,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1245,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7750,75,6,1998,82256,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,1,3,1,1,0,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +1246,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6950,77,4,1998,82103,Petrol,86,1,Grey,0,1300,3,4,5,69,1015,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1247,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,8750,80,1,1998,82021,Petrol,86,1,Grey,0,1300,5,4,5,69,1035,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1248,TOYOTA Corolla 1.6 Linea Luna 4/5-Doors,8950,71,10,1998,82000,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,0,3,0,1,0,1,0,0,0,1,1,1,0,0,0,0,1,0,0,0 +1249,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7495,79,2,1998,81988,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,1,1,3,0,1,0,0,0,0,0,1,0,1,1,0,0,1,0,1,0,1 +1250,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7750,76,5,1998,81930,Petrol,110,0,Blue,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1251,TOYOTA Corolla 1.6 VVTi Linea terra 2/3-Doors,6950,70,11,1998,81663,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +1252,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7990,77,4,1998,80486,Petrol,110,1,Blue,0,1600,5,4,5,85,1070,0,1,3,0,1,0,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1 +1253,TOYOTA Corolla 1.6 16v Linea Terra 4/5-Doors,7250,78,3,1998,80000,Petrol,110,1,Blue,0,1600,4,4,5,19,1065,0,0,3,1,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1254,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6900,69,12,1998,79000,Petrol,86,0,Grey,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1255,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7750,74,7,1998,78894,Petrol,110,0,Black,0,1600,5,4,5,85,1070,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1256,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7250,78,3,1998,78689,Petrol,110,0,Grey,0,1600,4,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1257,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8950,77,4,1998,78435,Petrol,86,0,Red,0,1300,3,4,5,69,1015,0,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +1258,TOYOTA Corolla 1.6 Linea Terra HB 2/3-Doors,8500,71,10,1998,78260,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,0,0,12,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1259,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,7950,72,9,1998,78120,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +1260,TOYOTA Corolla 1.3 HB LINEA TERRA 2/3-Doors,6950,77,4,1998,77000,Petrol,86,0,Green,0,1300,3,4,5,19,1015,0,1,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1261,TOYOTA Corolla 1.6 16V HATCHB GTSI 2/3-Doors,8000,78,3,1998,77000,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,0,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +1262,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,7950,75,6,1998,76382,Petrol,110,1,Green,0,1600,3,4,5,85,1055,0,1,3,0,1,0,0,0,0,1,1,1,1,0,1,0,1,0,0,0,1 +1263,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8500,76,5,1998,76268,Petrol,86,1,Green,0,1300,3,4,5,69,1015,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1264,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7490,73,8,1998,76151,Petrol,86,1,Black,0,1300,3,4,5,69,1015,0,1,3,0,1,1,0,0,0,0,0,0,1,0,1,1,1,1,0,0,0 +1265,TOYOTA Corolla 1.6 16V HATCHB GTSI 2/3-Doors,8250,80,1,1998,76000,Petrol,110,0,Red,0,1600,3,4,5,69,1050,1,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,1,0,0,0 +1266,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9250,71,10,1998,76000,Petrol,110,1,Blue,0,1600,5,4,5,85,1070,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +1267,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,7950,72,9,1998,75840,Petrol,86,0,Blue,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1268,TOYOTA Corolla 1.6 HB LINEA TERRA 2/3-Doors,9500,77,4,1998,75799,Petrol,110,1,Black,0,1600,3,4,5,19,1050,0,0,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1269,TOYOTA Corolla 1.6 Linea Terra Comfort H 2/3-Doors,8950,72,9,1998,75525,Petrol,110,1,Blue,0,1600,3,4,5,19,1114,0,0,6,0,1,0,0,0,0,0,1,1,1,1,0,0,0,1,1,0,0 +1270,TOYOTA Corolla 1.3 Linea Terra wagon Stationwagen,8450,78,3,1998,75323,Petrol,86,1,Red,0,1300,5,4,5,69,1050,0,0,12,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1271,TOYOTA Corolla 1.6 station 1 Stationwagen,7995,79,2,1998,75322,Petrol,110,1,Green,0,1600,4,4,5,85,1115,0,0,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1272,TOYOTA Corolla 1.6 Linea Terra Sd 4/5-Doors,8750,78,3,1998,75226,Petrol,110,0,Red,0,1600,4,4,5,69,1035,0,1,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1273,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,5950,71,10,1998,75085,Petrol,86,0,Blue,0,1300,5,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1274,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8500,73,8,1998,75000,Petrol,110,0,Grey,0,1600,5,4,5,85,1075,0,0,3,0,1,0,1,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +1275,TOYOTA Corolla 1.3 16V Linea Terra 4/5-Doors,8950,69,12,1998,75000,Petrol,86,1,Blue,0,1300,4,4,5,69,1000,1,0,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +1276,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,8750,69,12,1998,75000,Petrol,86,1,Red,0,1300,4,4,5,69,1000,1,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,0,0,0,0,1 +1277,TOYOTA Corolla LIFTBACK 1.6 Linea Luna Liftback 4/5-Doors,7600,78,3,1998,74926,Petrol,110,1,Silver,0,1600,5,4,5,85,1075,0,1,6,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +1278,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7145,80,1,1998,74785,Petrol,110,1,Red,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1279,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,8450,69,12,1998,74573,Petrol,110,1,Blue,0,1600,5,4,5,85,1085,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1280,TOYOTA Corolla 1.3i LINEA TERRA 2/3-Doors,5950,75,6,1998,74567,Petrol,86,1,Red,0,1300,3,4,5,19,1015,0,0,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1281,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9000,80,1,1998,74196,Petrol,110,0,Blue,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,1,1,1,1,0,1,0,1,1,0,0,1 +1282,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7250,80,1,1998,74151,Petrol,110,1,Red,0,1600,3,4,5,69,1050,0,1,3,0,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1283,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,7400,75,6,1998,74096,Petrol,110,1,Black,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,1,1,1,1,0,0,1,1,0,0,0,0 +1284,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8800,79,2,1998,74093,Petrol,110,1,Silver,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1285,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7750,71,10,1998,74000,Petrol,110,0,Blue,0,1600,3,4,5,69,1050,0,0,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1286,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7500,75,6,1998,74000,Petrol,86,1,Black,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1287,TOYOTA Corolla 1.3 SDN LINEA TERRA AUT 4/5-Doors,8450,78,3,1998,73638,Petrol,86,1,Grey,1,1300,4,4,5,19,1015,0,1,12,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1288,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7400,75,6,1998,73460,Petrol,110,1,Blue,0,1600,5,4,5,85,1070,0,1,3,0,1,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,1 +1289,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7500,80,1,1998,73200,Petrol,110,1,Black,0,1600,5,4,5,85,1070,0,1,3,0,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +1290,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8950,76,5,1998,73116,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,1,3,0,1,0,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1291,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8950,70,11,1998,73014,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +1292,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7950,77,4,1998,72703,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1293,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,7950,79,2,1998,72328,Petrol,110,1,Silver,0,1600,5,4,5,85,1075,0,1,3,0,1,0,0,0,0,0,1,1,1,0,1,0,1,0,0,0,1 +1294,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7950,78,3,1998,72222,Petrol,110,1,Red,0,1600,5,4,5,85,1070,0,1,3,1,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1295,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA AUT4 4/5-Doors,8950,71,10,1998,72128,Petrol,107,1,Grey,1,1600,5,4,5,85,1100,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +1296,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7750,78,3,1998,72090,Petrol,110,1,Red,0,1600,5,4,5,85,1070,1,1,3,0,1,0,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1 +1297,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,8250,78,3,1998,72000,Petrol,110,1,Green,0,1600,4,4,5,69,1035,1,0,3,0,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +1298,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,7950,78,3,1998,72000,Petrol,110,0,Grey,0,1600,3,4,5,85,1055,1,1,3,0,1,0,0,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +1299,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7750,77,4,1998,71900,Petrol,86,1,Green,0,1300,3,4,5,69,1015,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1300,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8500,77,4,1998,71825,Petrol,110,0,Grey,0,1600,5,4,5,85,1075,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1301,TOYOTA Corolla 1.6 Terra LB 4/5-Doors,6950,80,1,1998,71740,Petrol,110,1,Silver,0,1600,5,4,5,85,1070,0,1,6,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,1 +1302,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7500,80,1,1998,71500,Petrol,110,1,Grey,0,1600,4,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1303,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7750,79,2,1998,71359,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1304,TOYOTA Corolla 1.3 16v linea terra ,5950,79,2,1998,71263,Petrol,86,0,Red,0,1300,3,4,5,69,1015,0,0,6,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0 +1305,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7500,78,3,1998,71186,Petrol,110,0,Green,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1306,TOYOTA Corolla 1.3 Linea Terra Hatchback 2/3-Doors,8950,72,9,1998,71054,Petrol,86,0,Red,1,1300,3,4,5,69,1045,0,1,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +1307,TOYOTA Corolla 1.6 VVTi Linea terra 2/3-Doors,7950,76,5,1998,71000,Petrol,110,1,Green,0,1600,3,4,5,69,1050,1,0,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +1308,TOYOTA Corolla 1.6 lb aut 4/5-Doors,6900,80,1,1998,70939,Petrol,110,1,Red,1,1600,5,4,5,85,1100,0,1,3,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +1309,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7450,77,4,1998,70932,Petrol,110,1,Black,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +1310,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA AUT4 2/3-Doors,8500,80,1,1998,70597,Petrol,107,1,Grey,1,1600,3,4,5,85,1080,1,1,3,1,1,1,0,0,0,1,1,0,1,0,0,1,1,0,0,0,1 +1311,TOYOTA Corolla 1.6 WGN LINEA TERRA Stationwagen,7500,73,8,1998,70482,Petrol,110,1,Red,0,1600,5,4,5,19,1075,0,1,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1312,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8750,77,4,1998,70124,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,1,1,3,0,1,0,0,0,0,0,1,0,1,1,0,0,1,0,1,0,0 +1313,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7500,76,5,1998,70039,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,1,1,3,1,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1314,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9950,80,1,1998,69904,Petrol,110,0,Blue,0,1600,5,4,5,85,1070,0,1,3,0,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1315,TOYOTA Corolla 1.3 HB Linea Terra 2/3-Doors,7950,75,6,1998,69388,Petrol,86,0,Blue,0,1300,3,4,5,69,1010,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +1316,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9950,75,6,1998,69320,Petrol,110,1,Red,0,1600,5,4,5,85,1070,1,1,3,0,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1317,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9250,78,3,1998,69000,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,0,1,0,0,0,0,1,1,1,1,0,1,0,1,0,0,0,0 +1318,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,9250,73,8,1998,68988,Petrol,86,1,Grey,0,1300,5,4,5,69,1035,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0 +1319,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,9950,79,2,1998,68945,Petrol,110,1,Grey,0,1600,5,4,5,85,1085,1,1,3,0,1,1,1,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +1320,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,5950,74,7,1998,68285,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,1,1,0,0,1,1,0,0,0,0 +1321,TOYOTA Corolla 1.6 16V LIFTBACK LINEA LUNA 4/5-Doors,7995,76,5,1998,68000,Petrol,110,1,Black,0,1600,5,4,5,85,1075,0,1,3,0,1,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,1 +1322,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA AUT3 2/3-Doors,8950,70,11,1998,68000,Petrol,86,1,Black,1,1300,3,4,5,69,1045,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1323,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,7450,75,6,1998,67451,Petrol,86,1,Red,0,1300,4,4,5,69,1000,0,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0 +1324,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,8250,76,5,1998,67266,Petrol,86,1,Blue,0,1300,5,4,5,69,1035,0,1,3,0,1,0,0,0,0,0,1,0,1,1,0,1,1,0,1,0,0 +1325,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,8500,78,3,1998,67255,Petrol,110,0,Red,0,1600,5,4,5,85,1085,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1326,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8500,70,11,1998,67100,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,1,1,0,1,1,1,0,0 +1327,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,9400,69,12,1998,67092,Diesel,72,1,Green,0,2000,3,4,5,185,1115,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +1328,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,7250,80,1,1998,66880,Petrol,110,1,Black,0,1600,3,4,5,85,1055,1,1,3,1,1,1,0,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +1329,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8950,79,2,1998,66855,Petrol,110,1,Red,0,1600,5,4,5,85,1075,0,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +1330,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9450,80,1,1998,66843,Petrol,110,1,Blue,0,1600,5,4,5,85,1075,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,0,1,1,0,0,0 +1331,TOYOTA Corolla 1.6HB 2/3-Doors,8500,74,7,1998,66718,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,0,3,0,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1332,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6750,80,1,1998,66168,Petrol,86,1,Blue,0,1300,3,4,5,69,1015,1,1,3,1,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1333,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7400,80,1,1998,65950,Petrol,110,0,Black,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1334,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8950,78,3,1998,65500,Petrol,86,1,Black,0,1300,3,4,5,69,1015,1,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1335,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,6900,80,1,1998,65307,Petrol,110,1,Blue,0,1600,3,4,5,85,1055,1,1,3,1,1,1,0,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +1336,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7750,79,2,1998,65254,Petrol,86,1,Black,0,1300,3,4,5,69,1015,1,1,3,0,1,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,1 +1337,TOYOTA Corolla 2.0 DSL HATCHB LINEA TERRA 2/3-Doors,8950,71,10,1998,65021,Diesel,72,1,Black,0,2000,3,4,5,185,1115,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1338,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,6950,75,6,1998,65006,Petrol,86,1,Green,0,1300,3,4,5,69,1015,0,1,3,0,1,0,0,0,0,0,0,0,1,1,0,1,1,0,1,0,0 +1339,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,8495,77,4,1998,64280,Petrol,110,0,Red,0,1600,4,4,5,69,1035,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0 +1340,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA AUT4 2/3-Doors,10000,75,6,1998,64000,Petrol,107,0,Green,1,1600,3,4,5,85,1085,0,1,3,0,1,0,0,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +1341,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,6999,71,10,1998,64000,Petrol,110,1,Green,0,1600,5,4,5,85,1070,0,1,3,0,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1342,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,8950,80,1,1998,64000,Petrol,110,0,Black,0,1600,3,4,5,85,1055,0,1,3,0,1,0,0,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +1343,TOYOTA Corolla 1.6 Linea Terra Sedan 4/5-Doors,8500,79,2,1998,63918,Petrol,110,0,Silver,0,1600,4,4,5,69,1035,0,1,6,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1344,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,8750,75,6,1998,63634,Petrol,110,1,Blue,0,1600,4,4,5,69,1035,0,1,3,1,1,0,1,0,0,0,1,1,1,0,0,0,1,1,0,0,0 +1345,TOYOTA Corolla Hatchback 1.6 Terra Comfort 2/3-Doors,7499,80,1,1998,63500,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,0,3,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +1346,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,9000,80,1,1998,63266,Petrol,110,1,Green,0,1600,4,4,5,69,1035,1,1,3,0,1,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0 +1347,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,77,4,1998,62595,Petrol,110,1,Green,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1348,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,6950,80,1,1998,62581,Petrol,110,0,Green,0,1600,5,4,5,85,1075,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1349,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8500,77,4,1998,62285,Petrol,110,1,Red,0,1600,5,4,5,85,1075,1,1,3,1,1,0,1,0,0,0,1,1,1,0,1,0,1,1,0,0,1 +1350,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA AUT3 4/5-Doors,8450,77,4,1998,61906,Petrol,86,1,Silver,1,1300,5,4,5,85,1065,0,1,3,1,1,1,0,0,0,0,1,1,1,0,1,1,1,0,0,0,0 +1351,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8950,74,7,1998,61700,Petrol,110,0,Blue,0,1600,5,4,5,85,1070,0,1,3,0,1,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1352,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,8250,77,4,1998,61648,Petrol,110,1,Blue,0,1600,5,4,5,85,1070,1,1,3,1,1,0,0,0,0,0,1,0,1,0,0,1,1,0,0,0,1 +1353,TOYOTA Corolla 1.3 16V Linea Terra Liftb 4/5-Doors,7950,75,6,1998,61626,Petrol,86,0,Red,0,1300,5,4,5,69,1035,0,1,6,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1354,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7450,70,11,1998,61510,Petrol,110,0,Blue,0,1600,4,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1355,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA AUT4 2/3-Doors,9000,79,2,1998,61165,Petrol,107,1,Red,1,1600,3,4,5,85,1080,1,1,3,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1356,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7150,70,11,1998,61000,Petrol,110,1,Red,0,1600,4,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +1357,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7750,76,5,1998,60833,Petrol,110,1,Blue,0,1600,4,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1358,TOYOTA Corolla 1.3 I LUNA 2/3-Doors,5845,70,11,1998,60600,Petrol,86,0,White,0,1300,3,4,5,85,1060,0,0,3,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +1359,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8500,72,9,1998,60483,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1360,TOYOTA Corolla 1.6 LB LINEA LUNA 4/5-Doors,8250,80,1,1998,60476,Petrol,110,1,Grey,0,1600,5,4,5,19,1114,0,1,3,1,1,0,1,1,0,0,1,1,1,0,1,0,0,0,0,0,0 +1361,TOYOTA Corolla 1.6 Linea Terra Comfort 2/3-Doors,9450,79,2,1998,60142,Petrol,110,0,Silver,0,1600,3,4,5,69,1050,1,1,12,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1362,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,6750,69,12,1998,60050,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1363,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8400,77,4,1998,60000,Petrol,110,1,Green,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,1,1,1,1,0,0,1,1,0,0,0,0 +1364,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7900,76,5,1998,60000,Petrol,110,0,Green,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1365,TOYOTA Corolla 1.6 16V HATCHBACK LINEA LUNA 2/3-Doors,7950,76,5,1998,59815,Petrol,110,1,Silver,0,1587,3,4,5,85,1055,0,0,6,0,1,1,1,0,0,0,1,1,1,0,1,0,0,0,0,0,1 +1366,TOYOTA Corolla 1.6 16V WAGON LINEA TERRA Stationwagen,8750,80,1,1998,59326,Petrol,110,1,Green,0,1600,5,4,5,85,1085,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1367,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9900,73,8,1998,59240,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,1,1,0,0,0,1,1,1,1,0,1,1,0,1,0,0 +1368,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,6495,71,10,1998,59164,Petrol,110,0,Blue,0,1600,4,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1369,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA AUT4 2/3-Doors,8250,70,11,1998,59017,Petrol,107,1,Green,1,1600,3,4,5,85,1080,1,1,3,1,1,1,1,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +1370,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,6900,69,12,1998,58952,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,1,0,1,1,0,1,1,0,1,0,1 +1371,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7500,74,7,1998,58454,Petrol,86,1,Grey,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +1372,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA AUT3 4/5-Doors,7950,75,6,1998,58341,Petrol,86,1,Blue,1,1300,4,4,5,69,1030,1,1,3,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1 +1373,TOYOTA Corolla LIFTBACK 1.6 Linea terra 4/5-Doors,8250,80,1,1998,58267,Petrol,110,1,Green,0,1600,5,4,5,85,1070,0,1,6,1,1,0,0,0,0,0,1,1,1,1,0,0,0,1,1,0,0 +1374,TOYOTA Corolla 1.6 VVTi Linea Luna 2/3-Doors,8950,80,1,1998,58000,Petrol,110,0,Red,0,1600,3,4,5,85,1055,0,0,6,1,1,0,0,0,0,0,1,1,1,1,0,0,0,1,1,0,1 +1375,TOYOTA Corolla 1.6 HB LINEA LUNA 2/3-Doors,9750,70,11,1998,57829,Petrol,110,0,Grey,0,1600,3,4,5,19,1050,0,1,3,1,1,0,1,1,0,0,1,1,1,0,1,0,0,0,0,0,0 +1376,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8250,80,1,1998,57787,Petrol,86,0,Blue,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1377,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8900,78,3,1998,57628,Petrol,110,0,White,0,1600,5,4,5,85,1075,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1378,TOYOTA Corolla 1.3 16V WAGON LINEA TERRA Stationwagen,8950,75,6,1998,57537,Petrol,86,1,Grey,0,1300,5,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1379,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,6750,76,5,1998,57263,Petrol,110,1,Green,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,1 +1380,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7950,75,6,1998,57144,Petrol,110,1,Green,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,1,0,0,1 +1381,TOYOTA Corolla 1.3 16V HATCHB G6 2/3-Doors,8600,69,12,1998,57096,Petrol,86,1,Blue,0,1300,3,4,5,69,1025,0,1,3,1,1,1,0,0,0,0,1,1,1,0,1,1,1,1,0,0,1 +1382,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,7750,80,1,1998,57000,Petrol,86,0,Blue,0,1300,4,4,5,69,1000,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1383,TOYOTA Corolla 1.6 16V HATCHB S 2/3-Doors,7800,73,8,1998,56566,Petrol,110,1,Black,0,1600,3,4,5,69,1050,0,1,3,0,1,0,1,0,0,0,1,1,1,0,0,1,1,1,0,0,1 +1384,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8750,73,8,1998,56307,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,1,1,3,1,1,1,1,0,0,0,1,1,1,0,0,1,1,0,0,0,0 +1385,TOYOTA Corolla 1.3 16V Linea Terra Liftb 2/3-Doors,9500,79,2,1998,56214,Petrol,86,0,Green,0,1300,3,4,5,69,1015,0,0,6,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1386,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7750,74,7,1998,56132,Petrol,110,0,White,0,1600,4,4,5,69,1035,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1387,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,9950,79,2,1998,55425,Petrol,110,0,Red,0,1600,5,4,5,85,1075,1,1,3,0,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1388,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7750,77,4,1998,54439,Petrol,86,1,Red,0,1300,3,4,5,69,1015,0,1,3,0,1,0,0,0,0,0,1,1,1,1,0,0,1,0,1,0,1 +1389,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,5950,69,12,1998,53809,Petrol,110,1,Grey,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1390,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,10950,76,5,1998,53133,Petrol,110,1,Green,0,1600,5,4,5,85,1070,1,1,3,0,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1391,TOYOTA Corolla 1.6 SDN LINEA TERRA 4/5-Doors,9450,77,4,1998,52900,Petrol,110,1,Green,0,1600,4,4,5,19,1075,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1392,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8250,80,1,1998,52700,Petrol,110,0,Red,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,0,1,1,0,0,1,1,0,0,0,1 +1393,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,9750,69,12,1998,52320,Petrol,110,0,Red,0,1600,5,4,5,85,1070,1,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +1394,TOYOTA Corolla 1.6 LB LINEA TERRA 4/5-Doors,7450,78,3,1998,52287,Petrol,110,0,Grey,0,1600,5,4,5,19,1114,0,1,3,1,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1395,TOYOTA Corolla 1.6 LL HB 4/5-Doors,8750,75,6,1998,52000,Petrol,110,0,Red,0,1600,5,4,5,19,1075,0,0,6,1,0,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0 +1396,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8750,69,12,1998,52000,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1 +1397,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA AUT4 4/5-Doors,8500,73,8,1998,52000,Petrol,110,1,Green,1,1600,4,4,5,85,1065,1,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1 +1398,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,8950,70,11,1998,51874,Petrol,86,0,Blue,0,1300,4,4,5,69,1000,0,1,3,1,1,1,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +1399,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,7500,79,2,1998,49827,Petrol,86,1,Green,0,1300,5,4,5,69,1035,0,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,0,0,0,0 +1400,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7250,69,12,1998,49640,Petrol,110,1,Red,0,1600,4,4,5,69,1035,0,1,3,1,1,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1 +1401,TOYOTA Corolla 1.6 16V SEDAN LINEA TERRA 4/5-Doors,7450,80,1,1998,49580,Petrol,110,1,Red,0,1600,4,4,5,69,1035,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0 +1402,TOYOTA Corolla 1.3 HB LINEA TERRA AUT Anders,8750,76,5,1998,49170,Petrol,86,0,Red,0,1300,3,4,5,69,1045,1,1,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1403,TOYOTA Corolla 1.6 16V HATCHB LINEA LUNA 2/3-Doors,9800,77,4,1998,48838,Petrol,110,0,Grey,0,1600,3,4,5,85,1055,0,1,3,0,1,0,0,0,0,0,1,1,1,0,1,0,1,0,0,0,0 +1404,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7500,71,10,1998,48576,Petrol,86,1,Green,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1405,TOYOTA Corolla 1.6 16V LIFTB LINEA LUNA 4/5-Doors,8950,75,6,1998,48400,Petrol,110,1,Grey,0,1600,5,4,5,85,1075,0,1,3,1,1,1,0,0,0,0,1,1,1,0,0,0,1,1,0,0,0 +1406,TOYOTA Corolla LIFTBACK 1.3i Linea Terra Liftback 4/5-Doors,8950,74,7,1998,48242,Petrol,86,1,Blue,0,1300,5,4,5,69,1035,0,1,12,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1407,TOYOTA Corolla LIFTBACK 1.6 Linea terra 4/5-Doors,7450,70,11,1998,47955,Petrol,110,1,Silver,0,1600,5,4,5,85,1070,0,1,6,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0 +1408,TOYOTA Corolla 1.6 LB LINEA LUNA 4/5-Doors,8950,71,10,1998,47633,Petrol,110,1,Green,0,1600,5,4,5,85,1075,0,0,3,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1 +1409,TOYOTA Corolla 1.3 16V LIFTB LINEA LUNA 4/5-Doors,10500,78,3,1998,47400,Petrol,86,1,Grey,0,1300,5,4,5,69,1040,1,1,3,0,1,0,0,0,0,0,1,1,1,1,1,0,1,0,1,0,1 +1410,TOYOTA Corolla 1.3 16V HATCHB 2/3-Doors,7000,73,8,1998,47360,Petrol,86,0,Grey,0,1300,3,4,5,69,1010,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1411,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8500,77,4,1998,45507,Petrol,110,1,Green,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,0,1,1,1,0,0,1,1,0,0,0,1 +1412,TOYOTA Corolla 1.3 16V LIFTB LINEA TERRA 4/5-Doors,7750,76,5,1998,45410,Petrol,86,1,Blue,0,1300,5,4,5,69,1035,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1413,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8950,70,11,1998,44850,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,0,1,3,1,1,1,1,0,0,1,0,0,1,0,0,1,1,0,0,0,0 +1414,TOYOTA Corolla 1.6 GL LB 4/5-Doors,8250,69,12,1998,44826,Petrol,110,0,Red,0,1600,5,4,5,85,1075,0,1,3,0,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,0,1 +1415,TOYOTA Corolla 1.6 16V HATCHB GTSI 2/3-Doors,9250,80,1,1998,44444,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,1,1,3,1,1,0,1,0,0,1,1,1,1,0,1,1,1,1,0,0,0 +1416,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7900,75,6,1998,43720,Petrol,110,1,Grey,0,1600,5,4,5,85,1070,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,1 +1417,TOYOTA Corolla 1.3 16V SEDAN LINEA TERRA 4/5-Doors,8500,78,3,1998,43622,Petrol,86,1,Grey,0,1300,4,4,5,69,1000,0,1,3,0,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0 +1418,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA 4/5-Doors,7950,76,5,1998,43532,Petrol,110,0,White,0,1600,5,4,5,85,1070,1,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1419,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,9950,69,12,1998,42800,Petrol,110,1,Black,0,1600,3,4,5,69,1050,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1420,TOYOTA Corolla 1.6 16V LIFTB LINEA TERRA AUT4 4/5-Doors,8750,74,7,1998,42317,Petrol,107,1,Black,1,1600,5,4,5,85,1100,1,1,3,0,1,0,1,0,0,0,1,0,1,1,1,0,1,0,1,0,1 +1421,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7500,80,1,1998,42186,Petrol,110,1,Green,0,1600,3,4,5,69,1050,0,1,3,1,1,0,0,0,0,0,0,0,1,0,1,0,1,0,0,0,1 +1422,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,6950,72,9,1998,42000,Petrol,110,1,Red,0,1600,3,4,5,69,1050,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1423,TOYOTA Corolla 1.6 LB 4/5-Doors,8950,79,2,1998,40093,Petrol,110,0,Red,0,1600,5,4,5,19,1114,0,1,6,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,1,0,0 +1424,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA AUT4 2/3-Doors,8750,79,2,1998,39800,Petrol,107,0,Green,1,1600,3,4,5,85,1080,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1425,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7750,73,8,1998,39168,Petrol,86,0,Red,0,1300,3,4,5,69,1015,1,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1426,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,8450,75,6,1998,38945,Petrol,110,1,Beige,0,1600,3,4,5,69,1050,1,1,3,0,1,0,1,0,0,0,1,1,1,0,0,0,1,1,0,0,0 +1427,TOYOTA Corolla 1.6 SDN LINEA TERRA AUT 4/5-Doors,8150,76,5,1998,36537,Petrol,110,0,Red,1,1600,4,4,5,85,1075,0,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +1428,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA AUT3 2/3-Doors,8500,78,3,1998,36000,Petrol,86,0,Green,1,1300,3,4,5,69,1045,0,1,3,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1429,TOYOTA Corolla 1.6 16V HATCHB LINEA TERRA 2/3-Doors,7600,78,3,1998,36000,Petrol,110,1,Blue,0,1600,3,4,5,69,1050,1,1,3,0,1,0,0,0,0,0,1,1,1,0,0,0,1,1,0,0,0 +1430,TOYOTA Corolla 1.3 HB LINEA TERRA AUT 2/3-Doors,7950,80,1,1998,35821,Petrol,86,0,Red,1,1300,3,4,5,19,1015,0,1,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1431,TOYOTA Corolla 1.3 3D Linea Terra 2/3-Doors,7750,73,8,1998,34717,Petrol,86,0,Red,0,1300,3,4,5,69,1015,0,1,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0 +1432,TOYOTA Corolla 1.3 Linea Terra sedan 4/5-Doors,7950,80,1,1998,34000,Petrol,86,1,Silver,0,1300,4,4,5,69,1000,1,1,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +1433,TOYOTA Corolla 1.6 Lin.Terra Aut. 2/3-Doors,9950,78,3,1998,30964,Petrol,110,0,Silver,1,1600,3,4,4,85,1080,1,1,12,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1434,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA AUT3 2/3-Doors,8950,71,10,1998,29000,Petrol,86,1,Blue,1,1300,3,4,5,69,1045,1,1,3,0,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1435,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8450,72,9,1998,26000,Petrol,86,0,White,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1436,TOYOTA Corolla 1.3 Linea Terra 4/5-Doors,8950,78,3,1998,24000,Petrol,86,1,Green,1,1300,5,4,5,85,1065,1,1,12,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1 +1437,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8450,80,1,1998,23000,Petrol,86,0,Blue,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,1,0,0,0 +1438,TOYOTA Corolla 1.3 16V HATCHB G6 2/3-Doors,7500,69,12,1998,20544,Petrol,86,1,Blue,0,1300,3,4,5,69,1025,1,1,3,1,1,1,1,0,0,0,1,1,1,0,1,1,1,0,0,0,0 +1439,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,10845,72,9,1998,19000,Petrol,86,0,Grey,0,1300,3,4,5,69,1015,0,1,3,1,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0 +1440,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,8500,71,10,1998,17016,Petrol,86,0,Blue,0,1300,3,4,5,69,1015,0,1,3,0,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0 +1441,TOYOTA Corolla 1.3 16V HATCHB LINEA TERRA 2/3-Doors,7250,70,11,1998,16916,Petrol,86,1,Grey,0,1300,3,4,5,69,1015,1,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0 +1442,TOYOTA Corolla 1.6 LB LINEA TERRA 4/5-Doors,6950,76,5,1998,1,Petrol,110,0,Green,0,1600,5,4,5,19,1114,0,0,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0