From dae0884f4173593db83839951e3cc92e506bc221 Mon Sep 17 00:00:00 2001 From: Niki Laptop <2212719@stud.hs-mannheim.de> Date: Sun, 11 Jan 2026 11:49:25 +0100 Subject: [PATCH] add graph and description for fahrradpassagen for top 5 cities from 2015 on --- notebooks/bikes.ipynb | 277 +++++++++++++++++++++++++++++------------- 1 file changed, 191 insertions(+), 86 deletions(-) diff --git a/notebooks/bikes.ipynb b/notebooks/bikes.ipynb index aa66b88..6549012 100644 --- a/notebooks/bikes.ipynb +++ b/notebooks/bikes.ipynb @@ -599,85 +599,6 @@ "Da die Zählstellen zu unterschiedlichen Zeitpunkten in Betrieb genommen wurden, wurde für vergleichende Analysen ein gemeinsamer Beobachtungszeitraum definiert. Hierzu wurde für jede Zählstelle das erste Jahr mit verfügbaren Messdaten bestimmt. In der Analyse wurden ausschließlich Zählstellen berücksichtigt, die spätestens ab dem Jahr 2018 Daten aufweisen." ] }, - { - "cell_type": "code", - "execution_count": 16, - "id": "65437931", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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crU8fEBBglDVKTk5OV8Ilp4oXL07Pnj3p2bMnzz//PMOHD2fatGnGB1b3n/uM5ORcZaR3794sXbqUr7/+mo4dO+Lj40N8fPxD3zOVK1fm9u3bXL9+nYIFC2Z7fXt6erJs2TKuX79uJO3TnsVwr8zOlY+PDytXrqREiRLZJrTTZPZvxhdffIGLiwtWVjn75/FBz9W/6T570OvzXtldmz4+Ply4cAErKyuLEkAiIiIiIiIiIo9Kjsu8pJk/fz6zZs2iXbt2RhLoQQ0YMIBTp04xePBgvv/+e+Lj45kxYwaffvppuhrm2XFxceGbb77hf//7H7/++isAI0eOZM+ePQwaNIjY2FhOnz7Nl19+me4BpDlRsWJFypYty/jx4zl9+jQbNmxg+vTpue4nM82aNWPu3LkcPnyYQ4cO0b9//1wnrd588002btzIjBkzOH36NAsXLmTTpk3GDPaMLFy4kAEDBrB161YSEhI4fvw4I0eO5Pjx4/j7+wN3z21ycjJRUVH8+uuvXLt2jUqVKtGtWzd69OjB6tWrOXPmDAcOHCAsLIwNGzY81LlIU65cOQoWLMicOXP48ccfWbduXbrSIYMGDeLq1at06dKFQ4cOcfr0aZYtW0Z8fHyOxoiJieHatWs899xzmbYZM2YMoaGhdOvWjU8//RS4W39/9erVxMbGcuTIEbp27fpA3xAYO3YsX375JT/88APHjx9n/fr1Rg3zEiVKYGtrazwEM6NvcaTJyblKk/aAxp9++okdO3Zw9OhRatSoYcSzdOlSQkJCOH78OHFxcaxYsYJ3330307GbNGnCwoULiYmJ4ezZs2zcuJF33nmHpk2bGont7K7vrl27YjKZCAwM5MSJE2zcuDHd7PyszlW3bt0oVqwYbdq0Yffu3Zw5c4adO3cyePBg/vvf/2YYt4uLC/v37+fs2bP8+uuvpKSkMHDgQH777TdeffVVDh48SEJCAlu2bOH111/P0Ycamfm332e5uT4zk921+eKLL1K/fn3atm3L1q1bOXv2LHv27GHMmDG5TtyLiIiIiIiIiGQk18n0Nm3asG/fPo4fP069evVyXNIlIxUqVOCbb77h5MmTvPjii9StW5fPPvuMzz//HD8/v1z1NWHCBM6ePcuzzz5rzCKvXr06u3bt4tSpUzz//PN4e3szduxY40F+uVGgQAE+/fRTTp48SfXq1ZkyZQrvvfdervvJzPTp0ylbtizPP/88Xbt2JSgoCDs7u1z10bBhQxYsWMCMGTPw8vJi8+bNDBs2LMvyHHXq1CE5OZn+/ftTpUoVGjduzL59+1i7dq1R07hBgwb079+fzp07U7x4caZOnQrcfcBjjx49ePvtt3F3d6dt27YcPHjQooTOwyhevDgRERF8/vnnVK5cmcmTJ6dLsBYtWpSvv/6a5ORkGjdubNQAz+kHEV9++SUtW7bMdhbyqFGjmDRpEt27d+eTTz5hxowZFC5cmAYNGuDv74+vry8+Pj65PsaCBQsyevRoqlevTqNGjcifPz8rVqwA7j4Ed/bs2SxcuJDSpUvTpk2bTPvJyblKc+3aNYYNG0alSpV47bXXCAwMpE+fPgD4+vqyfv16tm7dSu3atalXrx4zZ86kfPnymY7t6+tLZGQkL730Ep6enrz55pv4+vry2WefGW2yu77NZjNfffUVR48exdvbmzFjxqQrtZLVubKzs+Obb76hXLlytG/fHk9PT3r37s3169cznakeFBRE/vz5qVy5slF2pHTp0kRHR3Pnzh1eeuklqlWrxtChQ3FycjJKPT2If/t9lpvrMzPZXZsmk4mNGzfSqFEjXn/9dSpVqkSXLl346aefKFmyZK7GEhERERERERHJiCn1/kLGWciXLx8XLlygRIkSXLlyhVdffZX9+/ezcuVKXnzxRS5evEjp0qUfaganPFqBgYGcPHmS3bt353UoT6Tq1avz7rvvWtRDF5F/p6tXr+Lo6MiG+g0olMMyPyIiIiIiudH4m115HYKIyFMv7e/7K1eu5LgccE498FRLR0dHNmzYQGBgIC1btmTmzJmPMi55QNOmTePIkSP88MMPzJkzh8jISHr27JnXYT2Rbt68SYcOHWjRokVehyIiIiIiIiIiIiJPuFxNvbu/9rbJZGLy5MnUqFGDPn368PXXXz/S4CT3Dhw4wNSpU/njjz+oUKECs2fPNkp4iKWCBQsybty4vA5DRERERERERERE/gFylUzPrCJMly5d8PDwoG3bto8iJnkI99apFhEREREREREREZFHI1fJ9B07dlCkSJEMt9WoUYOYmBg2bNjwSAITEREREREREREREXlS5CqZ3rhx4yy3Fy1alB49ejxUQCIiIiIiIiIiIiIiT5oHfgCpiIiIiIiIiIiIiMi/hZLpIiIiIiIiIiIiIiLZUDJdRERERERERERERCQbSqaLiIiIiIiIiIiIiGRDyXQRERERERERERERkWwomS4iIiIiIiIiIiIikg0l00VEREREREREREREsmGV1wGIiIg8SZ7bvAkHB4e8DkNEREREREREnjCamS4iIiIiIiIiIiIikg0l00VEREREREREREREsqFkuoiIiIiIiIiIiIhINpRMFxERERERERERERHJhpLpIiIiIiIiIiIiIiLZUDJdRERERERERERERCQbSqaLiIiIiIiIiIiIiGRDyXQRERERERERERERkWwomS4iIiIiIiIiIiIikg2rvA5ARETkSbLwnU3YWtvldRgiIiLyCA2a7p/XIYiIiMhTQDPTRURERERERERERESyoWS6iIiIiIiIiIiIiEg2lEwXEREREREREREREcmGkukiIiIiIiIiIiIiItlQMl1EREREREREREREJBtKpouIiIiIiIiIiIiIZEPJdBERERERERERERGRbCiZLiIiIiIiIiIiIiKSDSXTRURERERERERERESyoWS6iIiIiIiIiIiIiEg2lEwXEREREREREREREcmGkukiIiIiIiIiIiIiItlQMl1EREREREREREREJBtKpouIPCVOnjxJvXr1sLGxoUaNGjnaZ/z48Tluu3PnTkwmE0lJSQ8UX0BAAG3btgXAycmJiIiIHO/7sGOLiIiIiIiIiDwsq7wOQETkaRIQEEBSUhJr16411q1atYrXXnuNiRMn8vbbbz+2sceNG0ehQoWIj4/HbDY/tnEe1AcffEBqaioAp06dwt7ePo8jEhERERERERHJOSXTRUQeo8WLFzNw4EAWLFjA66+/nuv9b968ScGCBXPUNiEhgVatWlG+fPlcj/O43LlzB5PJRL58+XB0dDTWlyhRIg+jEhERERERERHJPZV5ERF5TKZOncqbb77JihUreP311y3KnKQZOnQoTZo0MZabNGnCoEGDGDp0KMWKFcPX1xcAk8nE/PnzadGiBba2tlSoUIFVq1YZ+5lMJmJiYpgwYQImk4nx48cDMHLkSCpVqoSdnR0VKlQgODiYW7duZRqzyWRK93JxcbFoEx0dTfXq1bGxsaFevXocO3bM2BYREYGTkxPr1q2jcuXKWFtbk5iYSJMmTRg6dKhFP23btiUgIMBYvnHjBiNHjqRs2bJYW1tTsWJFlixZkmGc165do0WLFjRs2NAo/bJ48WI8PT2xsbHBw8ODefPmZXqcIiIiIiIiIiK5pZnpIiKPwciRI5k3bx7r16/nhRdeyNW+kZGRDBgwgOjoaIv1wcHBTJ48mQ8++IBly5bRpUsXjh49iqenJ+fPn+fFF1/Ez8+PoKAgo8yLvb09ERERlC5dmqNHjxIYGIi9vT0jRozIcOzz588bP//555/4+flRv359izbDhw/ngw8+wNnZmXfeeQd/f39OnTpFgQIFgLuJ7ilTprB48WKKFi2a41noPXr0YO/evcyePRsvLy/OnDnDr7/+mq5dUlISrVq1wmw2s23bNuzs7Fi+fDljx45l7ty5eHt7c/jwYQIDAylUqBA9e/bMcLwbN25w48YNY/nq1as5ilNERERERERE/p2UTBcRecQ2bdrEl19+SVRUFM2aNcv1/m5ubkydOjXd+ldeeYU+ffoAEBoayrZt25gzZw7z5s3D2dkZKysrzGYzzs7Oxj7vvvuu8bOLiwtBQUGsWLEi02R62r6pqal06NABR0dHFi5caNFm3LhxNG/eHLib+H/mmWdYs2YNnTp1AuDWrVvMmzcPLy+vHB/zqVOn+Oyzz9i2bRsvvvgiABUqVEjX7sKFC3Tu3Bk3Nzc++eQTowTOuHHjmD59Ou3btwfA1dWVEydOsHDhwkyT6WFhYYSEhOQ4RhERERERERH5d1MyXUTkEatevTq//vor48aNo06dOrl+GGjNmjUzXH//DPH69esTGxubZV8rV65k9uzZJCQkkJyczO3bt3FwcMg2hnfeeYe9e/dy6NAhbG1tM42jSJEiuLu7ExcXZ6wrWLAg1atXz3aMe8XGxpI/f34aN26cZbvmzZtTp04dVq5cSf78+YG7M+gTEhLo3bs3gYGBRtvbt29b1Gm/3+jRo3nrrbeM5atXr1K2bNlcxS0iIiIiIiIi/x6qmS4i8oiVKVOGnTt38r///Q8/Pz/++OMPAPLly0dqaqpF24zqlxcqVOiRxLF37166detGy5YtWb9+PYcPH2bMmDHcvHkzy/0+/vhjZs6cyZo1ayhTpkyux7W1tcVkMlmsy+7Y70/YZ6ZVq1Z88803nDhxwliXnJwMwKJFi4iNjTVex44dY9++fZn2ZW1tjYODg8VLRERERERERCQzSqaLiDwG5cuXZ9euXVy4cMFIqBcvXtyiJjmQ7czye92fGN63bx+enp6Ztt+zZw/ly5dnzJgx1KpVCzc3N3766acsx9i7dy99+vRh4cKF1KtXL9s4fv/9d06dOpVlHEC6Y79z547Fg0urVatGSkoKu3btyrKfyZMn07NnT1544QUjoV6yZElKly7Njz/+SMWKFS1erq6uWfYnIiIiIiIiIpJTKvMiIvKYlC1blp07d9K0aVN8fX0ZOXIk77//PkuXLqV+/fp8/PHHHDt2DG9v7xz19/nnn1OrVi2ee+45li9fzoEDB1iyZEmm7d3c3EhMTGTFihXUrl2bDRs2sGbNmkzbX7hwgXbt2tGlSxd8fX25cOECAPnz56d48eJGuwkTJlC0aFFKlizJmDFjKFasGG3bts0y9mbNmvHWW2+xYcMGnn32WWbMmEFSUpKx3cXFhZ49e9KrVy/jAaQ//fQTly5dMmqxp5k2bRp37tyhWbNm7Ny5Ew8PD0JCQhg8eDCOjo74+flx48YNDh06xO+//25RykVERERERERE5EFpZrqIyGP0zDPPsHPnTn799VcmT57MkCFDGDFiBLVr1+aPP/6gR48eOe4rJCSEFStWUL16dZYuXcqnn35K5cqVM23funVrhg0bxqBBg6hRowZ79uwhODg40/YnT57k4sWLREZGUqpUKeNVu3Zti3Zpx1GzZk0uXLjAV199ZTwINDO9evWiZ8+e9OjRg8aNG1OhQgWaNm1q0Wb+/Pl07NiRN954Aw8PDwIDA/nzzz8z7G/mzJl06tSJZs2acerUKfr06cPixYsJDw+nWrVqNG7cmIiICM1MFxEREREREZFHxpR6fxFbERF54phMJtasWZPtDHB5cFevXsXR0ZGpA1dga22X1+GIiIjIIzRoun9ehyAiIiJ/k7S/769cufLIn4+mmekiIiIiIiIiIiIiItlQMl1EREREREREREREJBt6AKmIyD+AKnKJiIiIiIiIiOQtzUwXEREREREREREREcmGZqaLiIiIiIiIiIhIlu7cucOtW7fyOgwRChQoQP78+fNkbCXTRUREREREREREJEOpqalcuHCBpKSkvA5FxODk5ISzszMmk+lvHVfJdBEREREREREREclQWiK9RIkS2NnZ/e3JS5F7paamcu3aNS5dugRAqVKl/tbxlUwXERERERERERGRdO7cuWMk0osWLZrX4YgAYGtrC8ClS5coUaLE31ryRQ8gFRERERERERERkXTSaqTb2dnlcSQiltKuyb+7jr+S6SIiIiIiIiIiIpIplXaRJ01eXZNKpouIiIiIiIiIiIiIZEPJdBEREREREREREfnHatKkCUOHDs3TGHbu3InJZCIpKSlP45DHS8l0ERERERERERERkYfQoEEDzp8/j6OjY16HIo+RVV4HICIi8iTpN6kFDg4OeR2GiIiIiIiI/IMULFgQZ2fnvA5DHjPNTBcREREREREREZF/hD///JMePXpgNpspVaoU06dPt9j++++/06NHDwoXLoydnR0tWrTg9OnTxvaIiAicnJxYv3497u7u2NnZ0bFjR65du0ZkZCQuLi4ULlyYwYMHc+fOHWO/ZcuWUatWLezt7XF2dqZr165cunTJ2H5/mZe0cbZs2YKnpydmsxk/Pz/Onz+fo+MMCAigbdu2TJs2jVKlSlG0aFEGDhzIrVu3ch3Tli1b8Pb2xtbWlmbNmnHp0iU2bdqEp6cnDg4OdO3alWvXrhn7paSkEBYWhqurK7a2tnh5ebFq1aqcvUFPOSXTRURERERERERE5B9h+PDh7Nq1iy+//JKtW7eyc+dOvvvuO2N7QEAAhw4dYt26dezdu5fU1FRatmxpkYS+du0as2fPZsWKFWzevJmdO3fSrl07Nm7cyMaNG1m2bBkLFy60SCDfunWL0NBQjhw5wtq1azl79iwBAQFZxnrt2jWmTZvGsmXL+Oabb0hMTCQoKCjHx7pjxw4SEhLYsWMHkZGRREREEBERkeuYxo8fz9y5c9mzZw/nzp2jU6dOzJo1i08++YQNGzawdetW5syZY7QPCwtj6dKlLFiwgOPHjzNs2DBee+01du3alePYn1Yq8yIiIiIiIiIiIiJPvOTkZJYsWcLHH3/MCy+8AEBkZCTPPPMMAKdPn2bdunVER0fToEEDAJYvX07ZsmVZu3Ytr7zyCnA3CT1//nyeffZZADp27MiyZcu4ePEiZrOZypUr07RpU3bs2EHnzp0B6NWrlxFHhQoVmD17NrVr1yY5ORmz2ZxhvLdu3WLBggXGOIMGDWLChAk5Pt7ChQszd+5c8ufPj4eHB61atSIqKorAwMBcxfTee+/RsGFDAHr37s3o0aNJSEigQoUKxvHv2LGDkSNHcuPGDSZNmsT27dupX7++0fe3337LwoULady4cY7jfxppZrqIiIiIiIiIiIg88RISErh58yZ169Y11hUpUgR3d3cA4uLisLKysthetGhR3N3diYuLM9bZ2dkZCW6AkiVL4uLiYpGALlmypEXJlJiYGPz9/SlXrhz29vZGUjkxMTHTeO8fp1SpUhZ9ZqdKlSrkz58/0/1zGlP16tUtjsvOzs5IpN9/rD/88APXrl2jefPmmM1m47V06VISEhJyHPvTSjPTRURERERERERE5F+jQIECFssmkynDdSkpKcDdOu2+vr74+vqyfPlyihcvTmJiIr6+vty8eTNX46Smpj5UnA8S0739ZHesycnJAGzYsIEyZcpYtLO2ts5x7E8rJdNFRERERERERETkiffss89SoEAB9u/fT7ly5YC7Dxw9deoUjRs3xtPTk9u3b7N//36jzMvly5eJj4+ncuXKDzzuyZMnuXz5MpMnT6Zs2bIAHDp06OEP6CE8rpgqV66MtbU1iYmJ//qSLhlRMl1ERERERERERESeeGazmd69ezN8+HCKFi1KiRIlGDNmDPny3a1k7ebmRps2bQgMDGThwoXY29szatQoypQpQ5s2bR543HLlylGwYEHmzJlD//79OXbsGKGhoY/qsJ6omOzt7QkKCmLYsGGkpKTw3HPPceXKFaKjo3FwcKBnz56PIPp/LtVMFxERERERERERkX+E999/n+effx5/f39efPFFnnvuOWrWrGlsDw8Pp2bNmrz88svUr1+f1NRUNm7cmK60SW4UL16ciIgIPv/8cypXrszkyZOZNm3aozicJzKm0NBQgoODCQsLw9PTEz8/PzZs2ICrq+sj6f+fzJSam0I9IiIiT6mrV6/i6OjIu51aY/MQ/8kSERGR/zPm41V5HYKIiDyE69evc+bMGVxdXbGxscnrcEQMWV2baX/fX7lyBQcHh0c6rmami4iIiIiIiIiIiIhkQ8l0ERERERERERERkb+R2WzO9LV79+68Dk8yoQeQioiIiIiIiIiIiPyNYmNjM91WpkyZvy8QyRUl00VERERERERERET+RhUrVszrEOQBqMyLiIiIiIiIiIiIiEg2lEwXEREREREREREREcmGkukiIiIiIiIiIiIiItlQMl1EREREREREREREJBtKpouIiIiIiIiIiIiIZEPJdBEREREREREREZEH5OLiwqxZs/I6DM6ePYvJZCI2NhaAnTt3YjKZSEpKytO4niZWeR2AiIiIiIiIiIiI/HPUHL70bx0v5v0euWr/yy+/MHbsWDZs2MDFixcpXLgwXl5ejB07loYNGwJgMplYs2YNbdu2feTx5rRvk8mUbl3Dhg359ttvH2jcsmXLcv78eYoVK/ZA+0v2lEwXERERERERERGRp0aHDh24efMmkZGRVKhQgYsXLxIVFcXly5fzOrR0wsPD8fPzM5YLFiyYYbtbt25RoECBLPvKnz8/zs7OjzS+jNy8eTPTOJ92KvMiIiIiIiIiIiIiT4WkpCR2797NlClTaNq0KeXLl6dOnTqMHj2a1q1bA3fLsgC0a9cOk8lkLCckJNCmTRtKliyJ2Wymdu3abN++3aL/S5cu4e/vj62tLa6urixfvtxie2Z9Z8bJyQlnZ2fjVaRIEaNcy8qVK2ncuDE2NjbGOIsXL8bT0xMbGxs8PDyYN2+e0df9ZV7SREdHU716dWxsbKhXrx7Hjh0zto0fP54aNWpYtJ81a5ZF3AEBAbRt25aJEydSunRp3N3dAdizZw81atTAxsaGWrVqsXbt2gzHf5oomS4i8pAedw2yJk2aMHTo0MfS9z/FmjVr8PLyolChQnh4eLBq1aq8DklERERERESeQGazGbPZzNq1a7lx40aGbQ4ePAjcnRV+/vx5Yzk5OZmWLVsSFRXF4cOH8fPzw9/fn8TERGPfgIAAzp07x44dO1i1ahXz5s3j0qVL2fb9IEaNGsWQIUOIi4vD19eX5cuXM3bsWCZOnEhcXByTJk0iODiYyMjILPsZPnw406dP5+DBgxQvXhx/f39u3bqVq1iioqKIj49n27ZtrF+/nqtXr+Lv70+1atX47rvvCA0NZeTIkQ98rP8USqaLiNwjICAAk8mU7nXvV67+bqtXryY0NDTPxs+tiIgInJycHll/J06coFOnTnTq1ImjR48ybtw4evbsyQ8//PDIxhAREREREZGng5WVFREREURGRuLk5ETDhg155513+P777402xYsXB/5vVnjaspeXF/369aNq1aq4ubkRGhrKs88+y7p16wA4deoUmzZtYtGiRdSrV4+aNWuyZMkS/vrrr2z7zsyrr75qfACQ9iFAmqFDh9K+fXtcXV0pVaoU48aNY/r06ca69u3bM2zYMBYuXJjlGOPGjaN58+ZUq1aNyMhILl68yJo1a3J+UoFChQqxePFiqlSpQpUqVfjkk08wmUwsWrSIypUr06JFC4YPH56rPv+JVDNdROQ+fn5+hIeHW6yztrbOsG1uP8nNjbQaZEWKFHlsY+SlnNZYi4qKwtnZmTFjxgBw+/ZtSpUqxddff03FihUfd5giIiIiIiLyD9OhQwdatWrF7t272bdvH5s2bWLq1KksXryYgICATPdLTk5m/PjxbNiwgfPnz3P79m3++usvY2Z6XFwcVlZW1KxZ09jHw8PjoSaUzZw5kxdffNFYLlWqFL/88gsAtWrVMtb/+eefJCQk0Lt3bwIDA431t2/fxtHRMcsx6tevb/xcpEgR3N3diYuLy1Wc1apVs/gbPj4+3igdk6ZOnTq56vOfSDPTRUTuY21tbVGvzNnZmcKFCwN3n7Q9f/58WrduTaFChZg4caKxX1Y1yNJma69duxY3NzdsbGzw9fXl3LlzRpu0OmWLFy/G1dXV+IV0f5kXFxcXJk2aRK9evbC3t6dcuXL85z//segno9n1ERERAKSkpBAWFoarqyu2trZ4eXlZlE1JK1sTFRVFrVq1sLOzo0GDBsTHxxttjhw5QtOmTbG3t8fBwYGaNWty6NAhdu7cyeuvv86VK1eMccePH2/EHRoaSo8ePXBwcKBv374AjBw5kkqVKmFnZ0eFChUIDg62+JDi8uXLFC1aFIDly5fTtGlTRo4cafFtgeyOSURERERERP5dbGxsaN68OcHBwezZs4eAgADGjRuX5T5BQUGsWbOGSZMmsXv3bmJjY6lWrRo3b958bHE6OztTsWJF41WoUCFj270/JycnA7Bo0SJiY2ON17Fjx9i3b98Dj58vXz5SU1Mt1mU0cfDeWP7NlEwXEcml8ePH065dO44ePUqvXr2M9dnVILt27RoTJ05k6dKlREdHk5SURJcuXSz6/uGHH/jiiy9YvXp1lg/smD59OrVq1eLw4cO88cYbDBgwwEh2BwUFcf78eeM1bdo07OzsjE+0w8LCWLp0KQsWLOD48eMMGzaM1157jV27dlmMMWbMGKZPn86hQ4ewsrKyONZu3brxzDPPcPDgQWJiYhg1ahQFChSgQYMGzJo1CwcHB2P8oKAgY79p06bh5eXF4cOHCQ4OBsDe3p6IiAhOnDjBBx98wKJFi5g5c2aGxz1t2jTefvttAgMDKVeunLE+p8ckIiIiIiIi/06VK1fmzz//NJYLFCjAnTt3LNpER0cTEBBAu3btqFatGs7Ozpw9e9bY7uHhwe3bt4mJiTHWxcfHp3uGWkZ9P6ySJUtSunRpfvzxR4vke8WKFXF1dc1y33uT7b///junTp3C09MTuFuW5sKFCxYJ9Zw8QNTd3Z2jR49a1KV/mPrw/xQq8yIicp/169djNpst1r3zzju88847AHTt2pXXX3/d2Pbjjz8C/1eDDCAyMpJnnnmGNWvW0KlTJ+DuJ7tz586lbt26RhtPT08OHDhgfBXq5s2bLF26NNuaai1btuSNN94A7s7snjlzJjt27MDd3d2oswZ3f2G+++67REZGUrVqVW7cuMGkSZPYvn278TWvChUq8O2337Jw4UIaN25sjDFx4kRjedSoUbRq1Yrr169jY2NDYmIiw4cPx8PDAwA3NzdjP0dHR0wmE87OzunibtasGW+//bbFunfffdf42cXFhaCgIFasWMGIESPS7V+kSBHWrFlDr169jK/R5eaY7nXjxg2LX/pXr17NsJ2IiIiIiIj8c1y+fJlXXnmFXr16Ub16dezt7Tl06BBTp06lTZs2RjsXFxeioqJo2LAh1tbWFC5cGDc3N1avXo2/vz8mk4ng4GBSUlKMfdzd3fHz86Nfv37Mnz8fKysrhg4diq2trUUMGfX9KISEhDB48GAcHR3x8/Pjxo0bHDp0iN9//5233nor0/0mTJhA0aJFKVmyJGPGjKFYsWK0bdsWuPtt+F9++YWpU6fSsWNHNm/ezKZNm3BwcMgylq5duzJmzBj69u3LqFGjSExMZNq0acDdb/U/rTQzXUTkPk2bNrX4ylRsbCz9+/c3tt9bs+xe2dUgs7Kyonbt2sZyWl21e9uUL18+20Q6QPXq1Y2f0xLX9z49HCAxMZG2bdsSFBRkJPR/+OEHrl27RvPmzS0ecLJ06VISEhIyHaNUqVIAxhhvvfUWffr04cUXX2Ty5Mnp9s1MRudu5cqVNGzYEGdnZ8xmM++++67Fk9LvNX/+fH755ReqV6/O3r17c31M9woLC8PR0dF4lS1bNkfHICIiIiIiIk8us9lM3bp1mTlzJo0aNaJq1aoEBwcTGBjI3LlzjXbTp09n27ZtlC1bFm9vbwBmzJhB4cKFadCgAf7+/vj6+uLj42PRf3h4OKVLl6Zx48a0b9+evn37UqJECYs2GfX9KPTp04fFixcTHh5OtWrVaNy4MREREdnOTJ88eTJDhgyhZs2aXLhwga+++sqof+7p6cm8efP48MMP8fLy4sCBAxbfMM+Mg4MDX331FbGxsdSoUYMxY8YwduxYAIs66k8bzUwXEblPoUKFsnyw5eOsE5bTvgsUKGCxbDKZLD4t//PPP2ndujX169dnwoQJxvq0GmsbNmygTJkyFn3c/5DVe8dI+1Q5bYzx48fTtWtXNmzYwKZNmxg3bhwrVqygXbt2uTq+vXv30q1bN0JCQvD19cXR0ZEVK1Ywffr0DPevVKkSR44cYejQoTRv3pzjx4/n6pjuNXr0aItP7q9evaqEuoiIiIiISA7EvN8jr0PIlLW1NWFhYYSFhWXZzt/fH39/f4t1Li4ufP311xbrBg4caLHs7OzM+vXrLdZ17949274zcn+t8nvjyGxb165d6dq1a472a9KkibH88ssvZxpH//79LSYRAsa38wHjGWz3a9CgAUeOHDGWly9fToECBSzKsj5tlEwXEXlE9u3bZ/zCuL8GGdx9wvahQ4eMki5pddXubfMopKam8tprr5GSksKyZcssvl5VuXJlrK2tSUxMzLT8SU5VqlSJSpUqMWzYMF599VXCw8Np164dBQsWzHFtuD179lC+fHnGjBljrPvpp5+y3Mfa2poPPviAxYsXs3//flq0aPFAx2RtbZ1lsl1EREREREREMrd06VIqVKhAmTJlOHLkCCNHjqRTp07pyt48TZRMFxG5z40bN7hw4YLFOisrK4oVK5blflnVIIO7M73ffPNNZs+ejZWVFYMGDaJevXpGcv1RGT9+PNu3b2fr1q0kJycbM7cdHR2xt7cnKCiIYcOGkZKSwnPPPceVK1eIjo7GwcGBnj17Ztv/X3/9xfDhw+nYsSOurq7897//5eDBg3To0AG4+0l4cnIyUVFReHl5YWdnh52dXYZ9ubm5kZiYyIoVK6hduzYbNmxgzZo1GbaNjY3l2rVrlClThi1btpCSkkK1atUeyTGJiIiIiIiISO5cuHCBsWPHcuHCBUqVKsUrr7zCxIkT8zqsx0rJdBGR+2zevNmoEZ7G3d2dkydPZrlfWg2y06dPU6NGDYsaZAB2dnaMHDmSrl278r///Y/nn3+eJUuWPPL4d+3aRXJyMg0aNLBYHx4eTkBAAKGhoRQvXpywsDB+/PFHnJyc8PHxsfgKV1by58/P5cuX6dGjBxcvXqRYsWK0b9+ekJAQ4O7XvPr370/nzp25fPky48aNY/z48Rn21bp1a4YNG8agQYO4ceMGrVq1Ijg4OMP2Z8+eZeDAgVy+fBkXFxfjAa7AQx+TiIiIiIiIiOTOiBEjGDFiRF6H8bcypWZWgEdERB6ZiIgIhg4dSlJSUl6HIpm4evUqjo6OvNupNTb31aQXERGRBzPm41V5HYKIiDyE69evc+bMGVxdXZ/qh0rKP09W12ba3/dXrlzBwcHhkY6b75H2JiIiIiIiIiIiIiLyFFIyXUREREREREREREQkG0qmi4j8DQICAlTiRURERERERETkH0zJdBERERERERERERGRbCiZLiIiIiIiIiIiIvKAXFxcmDVrVl6HIX8DJdNFRERERERERETkqfHLL78wYMAAypUrh7W1Nc7Ozvj6+hIdHW20MZlMrF279rGMn9O+729369YtXn31VcqUKcOxY8ceS2z3Gj9+PDVq1Hjs4zxNrPI6ABEREREREREREfnnSJxQ7W8dr9zYo7lq36FDB27evElkZCQVKlTg4sWLREVFcfny5ccU4cO7du0aHTp04PTp03z77be4urrmdUiSAc1MFxERERERERERkadCUlISu3fvZsqUKTRt2pTy5ctTp04dRo8eTevWrYG7ZVkA2rVrh8lkMpYTEhJo06YNJUuWxGw2U7t2bbZv327R/6VLl/D398fW1hZXV1eWL19usT2zvrOLuXnz5vz8888WifTff/+dHj16ULhwYezs7GjRogWnT5829ouIiMDJyYktW7bg6emJ2WzGz8+P8+fPG2127txJnTp1KFSoEE5OTjRs2JCffvqJiIgIQkJCOHLkCCaTCZPJREREBAAzZsygWrVqFCpUiLJly/LGG2+QnJycq3HT+rz3lZNz8aRTMl1ERERERERERESeCmazGbPZzNq1a7lx40aGbQ4ePAhAeHg458+fN5aTk5Np2bIlUVFRHD58GD8/P/z9/UlMTDT2DQgI4Ny5c+zYsYNVq1Yxb948Ll26lG3fmblw4QKNGzcGYNeuXTg7O1uMdejQIdatW8fevXtJTU2lZcuW3Lp1y2hz7do1pk2bxrJly/jmm29ITEwkKCgIgNu3b9O2bVsaN27M999/z969e+nbty8mk4nOnTvz9ttvU6VKFc6fP8/58+fp3LkzAPny5WP27NkcP36cyMhIvv76a0aMGGERd1bjAkaf58+f54cffqBixYo0atQoy3PxT6AyLyIiIiIiIiIiIvJUsLKyIiIigsDAQBYsWICPjw+NGzemS5cuVK9eHYDixYsD4OTkZJG89vLywsvLy1gODQ1lzZo1rFu3jkGDBnHq1Ck2bdrEgQMHqF27NgBLlizB09PT2CezvjMzZMgQKlSowLZt27CzszPWnz59mnXr1hEdHU2DBg0AWL58OWXLlmXt2rW88sorwN066wsWLODZZ58FYNCgQUyYMAGAq1evcuXKFV5++WVj+72xms1mrKys0sU5dOhQ42cXFxfee+89+vfvz7x584z1WY0LGH2mpqbSoUMHHB0dWbhwYbbn40mnmekiIiIiIiIiIiLy1OjQoQM///wz69atw8/Pj507d+Lj42OUMclMcnIyQUFBeHp64uTkhNlsJi4uzpiZHhcXh5WVFTVr1jT28fDwwMnJ6YFjffnllzl16lS6RHPaWHXr1jXWFS1aFHd3d+Li4ox1dnZ2RkIboFSpUsZM+SJFihAQEICvry/+/v588MEHFqVYMrN9+3ZeeOEFypQpg729Pd27d+fy5ctcu3YtR+Pe65133mHv3r18+eWX2Nra5uCMPNmUTBcREREREREREZGnio2NDc2bNyc4OJg9e/YQEBDAuHHjstwnKCiINWvWMGnSJHbv3k1sbCzVqlXj5s2bjy3O7t2789FHHxEUFMSMGTNyvX+BAgUslk0mE6mpqcZyeHg4e/fupUGDBqxcuZJKlSqxb9++TPs7e/YsL7/8MtWrV+eLL74gJiaGDz/8EMDiPGQ3LsDHH3/MzJkzWbNmDWXKlMn1sT2JlEwXERERERERERGRp1rlypX5888/jeUCBQpw584dizbR0dEEBATQrl07qlWrhrOzM2fPnjW2e3h4cPv2bWJiYox18fHxJCUlWfSTUd9Z6dmzJxEREYwYMYJp06YBd8ux3L59m/379xvtLl++THx8PJUrV85x3wDe3t6MHj2aPXv2ULVqVT755BMAChYsmC7OmJgYUlJSmD59OvXq1aNSpUr8/PPPuRoPYO/evfTp04eFCxdSr169XO//pFLNdBERkXsMX7QMBweHvA5DREREREREHsDly5d55ZVX6NWrF9WrV8fe3p5Dhw4xdepU2rRpY7RzcXEhKiqKhg0bYm1tTeHChXFzc2P16tX4+/tjMpkIDg4mJSXF2Mfd3R0/Pz/69evH/PnzsbKyYujQoenKl2TUd3a6d+9Ovnz56NmzJ6mpqQwfPpw2bdoQGBjIwoULsbe3Z9SoUZQpU8biOLJy5swZ/vOf/9C6dWtKly5NfHw8p0+fpkePHkacZ86cITY2lmeeeQZ7e3sqVqzIrVu3mDNnDv7+/kRHR7NgwYIcjZfmwoULtGvXji5duuDr68uFCxcAyJ8/v1FT/p9KM9NFRERERERERETkqWA2m6lbty4zZ86kUaNGVK1aleDgYAIDA5k7d67Rbvr06Wzbto2yZcvi7e0NwIwZMyhcuDANGjTA398fX19ffHx8LPoPDw+ndOnSNG7cmPbt29O3b19KlChh0SajvnOiW7duLFu2jNGjRzNlyhTCw8OpWbMmL7/8MvXr1yc1NZWNGzemK7GSGTs7O06ePEmHDh2oVKkSffv2ZeDAgfTr1w+4W1vez8+Ppk2bUrx4cT799FO8vLyYMWMGU6ZMoWrVqixfvpywsLAcHwPAyZMnuXjxIpGRkZQqVcp4pT209Z/MlHp/MRsREZF/oatXr+Lo6MiVK1c0M11ERERERAS4fv06Z86cwdXVFRsbm7wOR8SQ1bX5OP++18x0EREREREREREREZFsKJkuIiIiIiIiIiIiIpINJdNFRERERERERERERLKhZLqIiIiIiIiIiIiISDaUTBcRERERERERERERyYaS6SIiIiIiIiIiIiIi2VAyXUREREREREREREQkG1Z5HYCIiMiTpPmC5ljZ6tejiIjkveg3o/M6BBERERG5h2ami4iIiIiIiIiIiIhkQ8l0ERERERERERERkQfk4uLCrFmz8mz8nTt3YjKZSEpKyrRNREQETk5OuerXZDKxdu1aAM6ePYvJZCI2NvaB43waKJkuIiIiIiIiIiIiT41ffvmFAQMGUK5cOaytrXF2dsbX15fo6P8roXZvovhRy2nfmbULCAigbdu2OR6vQYMGnD9/HkdHx5wHKQ9ERWFFREREREREREQkxxrOafi3jpfb54h06NCBmzdvEhkZSYUKFbh48SJRUVFcvnz5MUWYtwoWLIizs3Neh/FAbt68ScGCBfM6jBzTzHQRERERERERERF5KiQlJbF7926mTJlC06ZNKV++PHXq1GH06NG0bt0auFuWBaBdu3aYTCZjOSEhgTZt2lCyZEnMZjO1a9dm+/btFv1funQJf39/bG1tcXV1Zfny5RbbM+v7YaSkpBAWFoarqyu2trZ4eXmxatUqY3tGZV4iIiIoV64cdnZ2tGvXLsMPEr788kt8fHywsbGhQoUKhISEcPv27SxjOXnyJA0aNMDGxoaqVauya9cui+3Hjh2jRYsWmM1mSpYsSffu3fn111+N7U2aNGHQoEEMHTqUYsWK4evrC8C6detwc3PDxsaGpk2bEhkZmW3pmrygZLqIiIiIiIiIiIg8FcxmM2azmbVr13Ljxo0M2xw8eBCA8PBwzp8/bywnJyfTsmVLoqKiOHz4MH5+fvj7+5OYmGjsGxAQwLlz59ixYwerVq1i3rx5XLp0Kdu+H0ZYWBhLly5lwYIFHD9+nGHDhvHaa6+lS2Sn2b9/P71792bQoEHExsbStGlT3nvvPYs2u3fvpkePHgwZMoQTJ06wcOFCIiIimDhxYpaxDB8+nLfffpvDhw9Tv359/P39jUR9UlISzZo1w9vbm0OHDrF582YuXrxIp06dLPqIjIykYMGCREdHs2DBAs6cOUPHjh1p27YtR44coV+/fowZM+YhztjjozIvIiIiIiIiIiIi8lSwsrIiIiKCwMBAFixYgI+PD40bN6ZLly5Ur14dgOLFiwPg5ORkUR7Fy8sLLy8vYzk0NJQ1a9awbt06Bg0axKlTp9i0aRMHDhygdu3aACxZsgRPT09jn8z6zsyrr75K/vz5LdbduHGDVq1aGT9PmjSJ7du3U79+fQAqVKjAt99+y8KFC2ncuHG6Pj/44AP8/PwYMWIEAJUqVWLPnj1s3rzZaBMSEsKoUaPo2bOn0WdoaCgjRoxg3LhxmcY7aNAgOnToAMD8+fPZvHkzS5YsYcSIEcydOxdvb28mTZpktP/oo48oW7Ysp06dolKlSgC4ubkxdepUo82oUaNwd3fn/fffB8Dd3Z1jx45lm9jPC5qZLiIiIiIiIiIiIk+NDh068PPPP7Nu3Tr8/PzYuXMnPj4+REREZLlfcnIyQUFBeHp64uTkhNlsJi4uzpiZHhcXh5WVFTVr1jT28fDwwMnJ6YFjnTlzJrGxsRavtHI0AD/88APXrl2jefPmxqx7s9nM0qVLSUhIyLDPuLg46tata7EuLRGf5siRI0yYMMGiz8DAQM6fP8+1a9cyjffefqysrKhVqxZxcXFGnzt27LDo08PDA8Ai1nvPH0B8fLzx4USaOnXqZBpDXtLMdBEREREREREREXmq2NjY0Lx5c5o3b05wcDB9+vRh3LhxBAQEZLpPUFAQ27ZtY9q0aVSsWBFbW1s6duzIzZs3H1uczs7OVKxY0WKdvb29USs8OTkZgA0bNlCmTBmLdtbW1g88bnJyMiEhIbRv3z7dNhsbmwfu09/fnylTpqTbVqpUKePnQoUKPVD/TwIl00VEREREREREROSpVrlyZdauXWssFyhQgDt37li0iY6OJiAggHbt2gF3k8Nnz541tnt4eHD79m1iYmKMmdTx8fHpHpKZUd8PE7e1tTWJiYkZlnTJiKenJ/v377dYt2/fPotlHx8f4uPj0yXys7Nv3z4aNWoEYJyLQYMGGX1+8cUXuLi4YGWV87Szu7s7GzdutFj3KGrNPw4q8yIiIiIiIiIiIiJPhcuXL9OsWTM+/vhjvv/+e86cOcPnn3/O1KlTadOmjdHOxcWFqKgoLly4wO+//w7creW9evVqYmNjOXLkCF27diUlJcXYx93dHT8/P/r168f+/fuJiYmhT58+2NraWsSQUd8Pyt7enqCgIIYNG0ZkZCQJCQl89913zJkzh8jIyAz3GTx4MJs3b2batGmcPn2auXPnWtRLBxg7dixLly4lJCSE48ePExcXx4oVK3j33XezjOfDDz9kzZo1nDx5koEDB/L777/Tq1cvAAYOHMhvv/3Gq6++ysGDB0lISGDLli28/vrrWX640K9fP06ePMnIkSM5deoUn332mVGSx2Qy5eJsPX5KpouIiIiIiIiIiMhTwWw2U7duXWbOnEmjRo2oWrUqwcHBBAYGMnfuXKPd9OnT2bZtG2XLlsXb2xuAGTNmULhwYRo0aIC/vz++vr74+PhY9B8eHk7p0qVp3Lgx7du3p2/fvpQoUcKiTUZ9P4zQ0FCCg4MJCwvD09MTPz8/NmzYgKura4bt69Wrx6JFi/jggw/w8vJi69at6ZLkvr6+rF+/nq1bt1K7dm3q1avHzJkzKV++fJaxTJ48mcmTJ+Pl5cW3337LunXrKFasGAClS5cmOjqaO3fu8NJLL1GtWjWGDh2Kk5MT+fJlnoZ2dXVl1apVrF69murVqzN//nzGjBkDPFwpm8fBlJqamprXQYiIiOS1q1ev4ujoSJ0pdbCyVRU0ERHJe9FvRud1CCIi8i93/fp1zpw5g6ur6wPX0RZ5EBMnTmTBggWcO3cuw+1ZXZtpf99fuXIFBweHRxqXZqaLiDwhIiIicvwE8Ny0fRr85z//wd3dnUKFCuHt7c2uXbvyOiQREREREREReUTmzZvHwYMH+fHHH1m2bBnvv/8+PXv2zOuw0lEyXUTkEbhw4QJDhgyhYsWK2NjYULJkSRo2bMj8+fO5du1ajvro3Lkzp06desyRPn7jx4+nRo0aj6y/bdu2MWDAAEaOHMnRo0cJCAigffv26R7wIiIiIiIiIiL/TKdPn6ZNmzZUrlyZ0NBQ3n77bcaPH5/XYaWj77GLiDykH3/8kYYNG+Lk5MSkSZOoVq0a1tbWHD16lP/85z+UKVOG1q1bZ9uPra1tuoeW/N1u3bpFgQIFnqixNm/eTIMGDYwHmjRq1Ijbt29z4MABXnrppccdpoiIiIiIiIg8ZjNnzmTmzJl5HUa2NDNdROQhvfHGG1hZWXHo0CE6deqEp6cnFSpUoE2bNmzYsAF/f3/g7oNMqlWrRqFChShbtixvvPEGycnJRj/3l245cuQITZs2xd7eHgcHB2rWrMmhQ4csxl67di1ubm7Y2Njg6+ubrpbYl19+iY+PDzY2NlSoUIGQkBBu375tbDeZTMyfP5/WrVtTqFAhJk6cCMB7771HiRIlsLe3p0+fPowaNcpitvnOnTupU6cOhQoVwsnJiYYNG/LTTz8RERFBSEgIR44cwWQyYTKZLJ7Aff9Yd+7coXfv3ri6umJra4u7uzsffPCBxTFcvnyZokWLAjBlyhQ6d+7MvHnzLOK5ceMGQUFBlClThkKFClG3bl127tyZq/dRRERERERERCQrmpkuIvIQLl++zNatW5k0aRKFChXKsI3JZAIgX758zJ49G1dXV3788UfeeOMNRowYwbx58zLcr1u3bnh7ezN//nzy589PbGysxUzua9euMXHiRJYuXUrBggV544036NKlC9HRdx9Wtnv3bnr06MHs2bN5/vnnSUhIoG/fvgCMGzfO6Gf8+PFMnjyZWbNmYWVlxfLly5k4cSLz5s2jYcOGrFixgunTpxtPCb99+zZt27YlMDCQTz/9lJs3b3LgwAFMJhOdO3fm2LFjbN68me3btwPg6OiY6VgpKSk888wzfP755xQtWpQ9e/bQt29fSpUqRadOndKdk8mTJ7NkyRLat29vsX7QoEGcOHGCFStWULp0adasWYOfnx9Hjx7Fzc0tw/N748YNbty4YSxfvXo1w3YiIiIiIiIiIqBkuojIQ/nhhx9ITU3F3d3dYn2xYsW4fv06AAMHDmTKlCkMHTrU2O7i4sJ7771H//79M02mJyYmMnz4cDw8PADSJYVv3brF3LlzqVu3LgCRkZF4enpy4MAB6tSpQ0hICKNGjTIe2FGhQgVCQ0MZMWKERTK9a9euvP7668bynDlz6N27t7Fu7NixbN261ZhFf/XqVa5cucLLL7/Ms88+C4Cnp6exv9lsxsrKCmdn53THdP9YACEhIcbPrq6u7N27l88++yzDZHqRIkX49NNPadWqFdbW1sZ5Cg8PJzExkdKlSwMQFBTE5s2bCQ8PZ9KkSRme37CwMIuxRURERERERESyojIvIiKPwYEDB4iNjaVKlSrG7Oft27fzwgsvUKZMGezt7enevTuXL1/O9AGlb731Fn369OHFF19k8uTJJCQkWGy3srKidu3axrKHhwdOTk7ExcUBd8vETJgwAbPZbLwCAwM5f/68xZi1atWy6Dc+Pp46depYrLt3uUiRIgQEBODr64u/vz8ffPAB58+fz9F5uX8sgA8//JCaNWtSvHhxzGYz//nPf0hMTMxw/48//pjo6Ghq1qzJyZMnATh69Ch37tyhUqVKFse6a9eudOfsXqNHj+bKlSvG6/4SOSIiIiIiIiIi91IyXUTkIVSsWBGTyUR8fLzF+goVKlCxYkXjgaJnz57l5Zdfpnr16nzxxRfExMTw4YcfAnDz5s0M+x4/fjzHjx+nVatWfP3111SuXJk1a9bkOLbk5GRCQkKIjY01XkePHuX06dPY2NgY7TIrT5OV8PBw9u7dS4MGDVi5ciWVKlVi37592e53/1grVqwgKCiI3r17s3XrVmJjY3n99dczPSf169cnLi4ONzc3mjZtSnJyMsnJyeTPn5+YmBiLY42Li0tXf/1e1tbWODg4WLxERERERERERDKjZLqIyEMoWrQozZs3Z+7cufz555+ZtouJiSElJYXp06dTr149KlWqxM8//5xt/5UqVWLYsGFs3bqV9u3bEx4ebmy7ffu2xQNJ4+PjSUpKMkqu+Pj4EB8fT8WKFdO98uXL/J9/d3d3Dh48aLHu/mUAb29vRo8ezZ49e6hatSqffPIJAAULFuTOnTvZHhtAdHQ0DRo04I033sDb25uKFStmOZsc7tZgnzFjBhcuXODEiRN4e3tz584dLl26lO44Myo1IyIiIiIiIiLyIJRMFxF5SPPmzeP27dvUqlWLlStXEhcXR3x8PB9//DEnT54kf/78VKxYkVu3bjFnzhx+/PFHli1bxoIFCzLt86+//mLQoEHs3LmTn376iejoaA4ePGhRm7xAgQK8+eab7N+/n5iYGAICAqhXr55RkmXs2LEsXbqUkJAQjh8/TlxcHCtWrODdd9/N8njefPNNlixZQmRkJKdPn+a9997j+++/Nx6keubMGUaPHs3evXv56aef2Lp1K6dPnzZic3Fx4cyZM8TGxvLrr79aPOTzfm5ubhw6dIgtW7Zw6tQpgoODM0zcw93Ee0xMDGfPniUiIgI7Ozvc3NyoVKkS3bp1o0ePHqxevZozZ85w4MABwsLC2LBhQ5bHKiIiIiIiIvKwXFxcmDVr1iPtc/z48dSoUQOAGjVqMH78eIvtTZo0sXg2298V17+dkukiIg/p2Wef5fDhw7z44ouMHj0aLy8vatWqxZw5cwgKCiI0NBQvLy9mzJjBlClTqFq1KsuXLycsLCzTPvPnz8/ly5fp0aMHlSpVolOnTrRo0cLigZl2dnaMHDmSrl270rBhQ8xmMytXrjS2+/r6sn79erZu3Urt2rWpV68eM2fOpHz58lkeT7du3Rg9ejRBQUH4+Phw5swZAgICjNIwdnZ2nDx5kg4dOlCpUiX69u3LwIED6devHwAdOnTAz8+Ppk2bUrx4cT799NNMx+rXrx/t27enc+fO1K1bl8uXL/PGG29k2PbIkSO0aNECT09P1q1bxxdffEHhwoWBu2VnevTowdtvv427uztt27bl4MGDlCtXLstjFRERERERkafPL7/8woABAyhXrhzW1tY4Ozvj6+tLdHS00cZkMrF27drHMn52fUdERGAymbJ8dezYkaioKACioqIICgrKdRwHDx6kb9++D3oYkgFTampqal4HISIiT7bmzZvj7OzMsmXL8jqUx+bq1as4OjpSZ0odrGyt8jocERERot+Mzr6RiIjIY3T9+nXOnDmDq6urxbO3djVq/LfG0fibXblq36hRI27evElYWBgVKlTg4sWLREVFUaVKFVq3bg3cTXivWbOGtm3bPnR8Li4uDB061Jgpnl3ff/31F1euXDGW27dvT9WqVZkwYYKxrnjx4uTPnz/TMZs0aUKNGjX+tTPPM7s24f/+vr9y5cojfz6aZqaLiIiFa9euMWPGDI4fP87JkycZN24c27dvp2fPnnkdmoiIiIiIiEiWkpKS2L17N1OmTKFp06aUL1+eOnXqMHr0aCOR7uLiAkC7du0wmUzGckJCAm3atKFkyZKYzWZq167N9u3bLfq/dOkS/v7+2Nra4urqyvLlyy22Z9b3vWxtbXF2djZeBQsWxM7OzlgeNWoUHTp0sNhn6NChNGnSxGLd7du3GTRoEI6OjhQrVozg4GDunTd9f5kXk8nE4sWLadeunVE6dd26dRZ9rlu3Djc3N2xsbGjatCmRkZGYTCaSkpKMNt9++y3PP/88tra2lC1blsGDB1s8R87FxYVJkybRq1cv7O3tKVeuHP/5z3/SnYd/IiXTRUTEgslkYuPGjTRq1IiaNWvy1Vdf8cUXX/Diiy/mdWgiIiIiIiIiWTKbzZjNZtauXZvpM7zSntUVHh7O+fPnjeXk5GRatmxJVFQUhw8fxs/PD39/fxITE419AwICOHfuHDt27GDVqlXMmzePS5cuZdv34xAZGYmVlRUHDhzggw8+YMaMGSxevDjLfUJCQujUqRPff/89LVu2pFu3bvz222/A3WekdezYkbZt23LkyBH69evHmDFjLPZPSEjAz8+PDh068P3337Ny5Uq+/fZbBg0aZNFu+vTp1KpVi8OHD/PGG28wYMAA4uPjH+0JyANKpouIiAVbW1u2b9/O5cuX+fPPP/nuu+9o3759XoclIiIiIiIiki0rKysiIiKIjIzEycmJhg0b8s477/D9998bbYoXLw6Ak5MTzs7OxrKXlxf9+vWjatWquLm5ERoayrPPPmvM3j516hSbNm1i0aJF1KtXj5o1a7JkyRL++uuvbPt+HMqWLcvMmTNxd3enW7duvPnmm8ycOTPLfQICAnj11VepWLEikyZNIjk5mQMHDgCwcOFC3N3def/993F3d6dLly4EBARY7B8WFka3bt0YOnQobm5uNGjQgNmzZ7N06VKuX79utGvZsiVvvPEGFStWZOTIkRQrVowdO3Y88nPwd1MyXURERERERERERJ4aHTp04Oeff2bdunX4+fmxc+dOfHx8iIiIyHK/5ORkgoKC8PT0xMnJCbPZTFxcnDEzPS4uDisrK2rWrGns4+HhgZOT02M8mszVq1cPk8lkLNevX5/Tp09z586dTPepXr268XOhQoVwcHAwZtbHx8dTu3Zti/Z16tSxWD5y5AgRERHGNwDMZjO+vr6kpKRw5syZDMcxmUw4OztbzOD/p9IT1kREREREREREROSpYmNjQ/PmzWnevDnBwcH06dOHcePGpZtpfa+goCC2bdvGtGnTqFixIra2tnTs2JGbN2/+fYED+fLls6h9DnDr1q1H0neBAgUslk0mEykpKTnePzk5mX79+jF48OB028qVK/fIxnlSKZkuIiIiIiIiIiIiT7XKlSuzdu1aY7lAgQLpZnBHR0cTEBBAu3btgLuJ47NnzxrbPTw8uH37NjExMcYM7vj4eIuHc2bWd24UL16cY8eOWayLjY1Nl6Dev3+/xfK+fftwc3Mjf/78DzSuu7s7GzdutFh3f813Hx8fTpw4QcWKFR9ojH86lXkRERERERERERGRp8Lly5dp1qwZH3/8Md9//z1nzpzh888/Z+rUqbRp08Zo5+LiQlRUFBcuXOD3338HwM3NjdWrVxMbG8uRI0fo2rWrxWxqd3d3/Pz86NevH/v37ycmJoY+ffpga2trEUNGfedGs2bNOHToEEuXLuX06dOMGzcuXXIdIDExkbfeeov4+Hg+/fRT5syZw5AhQ3I9Xpp+/fpx8uRJRo4cyalTp/jss8+M0jhp5WRGjhzJnj17GDRoELGxsZw+fZovv/wy3QNIn1ZKpouIiIiIiIiIiMhTwWw2U7duXWbOnEmjRo2oWrUqwcHBBAYGMnfuXKPd9OnT2bZtG2XLlsXb2xuAGTNmULhwYRo0aIC/vz++vr74+PhY9B8eHk7p0qVp3Lgx7du3p2/fvpQoUcKiTUZ954avry/BwcGMGDGC2rVr88cff9CjR4907Xr06MFff/1FnTp1GDhwIEOGDKFv3765Hi+Nq6srq1atYvXq1VSvXp358+czZswYAKytrYG7tdB37drFqVOneP755/H29mbs2LGULl36gcf9JzGl3l+AR0RE5F/o6tWrODo6UmdKHaxsVQVNRETyXvSb0XkdgoiI/Mtdv36dM2fO4Orqio2NTV6HI3lg4sSJLFiwgHPnzuV1KBayujbT/r6/cuUKDg4Oj3RcZQtEREREREREREREhHnz5lG7dm2KFi1KdHQ077///r+mhEtOKJkuIiIiIiIiIiIiIpw+fZr33nuP3377jXLlyvH2228zevTovA7riaFkuoiIiIiIiIiIiIgwc+ZMZs6cmddhPLH0AFIRERERERERERERkWxoZrqIiMg9tvXf9sgfUCIiIiIiIiIi/3yamS4iIiIiIiIiIiIikg0l00VEREREREREREREsqFkuoiIiIiIiIiIiIhINpRMFxERERERERERERHJhpLpIiIiIiIiIiIiIg/IxcWFWbNm5XUYj4zJZGLt2rUP1UeTJk0YOnToI4nnSaJkuoiIiIiIiIiIiDw1fvnlFwYMGEC5cuWwtrbG2dkZX19foqOjjTaPImGcmZz2bTKZMJlM7Nu3z2L9jRs3KFq0KCaTiZ07dz6WGB+31atXExoamtdhPHJWeR2AiIiIiIiIiIiI/HPMffurv3W8QdP9c9W+Q4cO3Lx5k8jISCpUqMDFixeJiori8uXLjynCB1e2bFnCw8OpV6+esW7NmjWYzWZ+++23PIzs4RQpUiSvQ3gsNDNdREREREREREREngpJSUns3r2bKVOm0LRpU8qXL0+dOnUYPXo0rVu3Bu6WZQFo164dJpPJWE5ISKBNmzaULFkSs9lM7dq12b59u0X/ly5dwt/fH1tbW1xdXVm+fLnF9sz6zkzPnj1ZsWIFf/31l7Huo48+omfPnunajhw5kkqVKmFnZ0eFChUIDg7m1q1bxvbx48dTo0YNli1bhouLC46OjnTp0oU//vjDaNOkSRMGDx7MiBEjKFKkCM7OzowfPz7dWL/++ivt2rXDzs4ONzc31q1bZ7H92LFjtGjRArPZTMmSJenevTu//vqrxTj3lnlxcXHhvffeo0ePHpjNZsqXL8+6dev45ZdfaNOmDWazmerVq3Po0KEsz1de08x0ERGRe3zr14JCVvr1KCIij1fjb3bldQgiIiJPJbPZjNlsZu3atdSrVw9ra+t0bQ4ePEiJEiUIDw/Hz8+P/PnzA5CcnEzLli2ZOHEi1tbWLF26FH9/f+Lj4ylXrhwAAQEB/Pzzz+zYsYMCBQowePBgLl26lG3fmalZsyYuLi588cUXvPbaayQmJvLNN9/w4YcfpiuTYm9vT0REBKVLl+bo0aMEBgZib2/PiBEjjDYJCQmsXbuW9evX8/vvv9OpUycmT57MxIkTjTaRkZG89dZb7N+/n7179xIQEEDDhg1p3ry50SYkJISpU6fy/vvvM2fOHLp168ZPP/1EkSJFSEpKolmzZvTp04eZM2fy119/MXLkSDp16sTXX3+d6bHOnDmTSZMmERwczMyZM+nevTsNGjSgV69evP/++4wcOZIePXpw/PhxTCZTluctr2hmuoiIiIiIiIiIiDwVrKysiIiIIDIyEicnJxo2bMg777zD999/b7QpXrw4AE5OTjg7OxvLXl5e9OvXj6pVq+Lm5kZoaCjPPvusMSv71KlTbNq0iUWLFlGvXj1q1qzJkiVLLGaVZ9Z3Vnr16sVHH30EQEREBC1btsxwv3fffZcGDRrg4uKCv78/QUFBfPbZZxZtUlJSiIiIoGrVqjz//PN0796dqKgoizbVq1dn3LhxuLm50aNHD2rVqpWuTUBAAK+++ioVK1Zk0qRJJCcnc+DAAQDmzp2Lt7c3kyZNwsPDA29vbz766CN27NjBqVOnMj3Oli1b0q9fP9zc3Bg7dixXr16ldu3avPLKK1SqVImRI0cSFxfHxYsXsz1neUXJdBEREREREREREXlqdOjQgZ9//pl169bh5+fHzp078fHxISIiIsv9kpOTCQoKwtPTEycnJ8xmM3FxcSQmJgIQFxeHlZUVNWvWNPbx8PDAycnpoeJ97bXX2Lt3Lz/++CMRERH06tUrw3YrV66kYcOGODs7Yzabeffdd43Y0ri4uGBvb28slypVymLmPNxNpt8ruzaFChXCwcHBaHPkyBF27NhhfAvAbDbj4eEB3J0Zn5l7+yxZsiQA1apVS7fu/lieJEqmi4iIiIiIiIiIyFPFxsaG5s2bExwczJ49ewgICGDcuHFZ7hMUFMSaNWuYNGkSu3fvJjY2lmrVqnHz5s3HGmvRokV5+eWX6d27N9evX6dFixbp2uzdu5du3brRsmVL1q9fz+HDhxkzZky62AoUKGCxbDKZSElJeaRtkpOT8ff3JzY21uJ1+vRpGjVqlOlx3ttnWhmXjNbdH8uTREVhRURERERERERE5KlWuXJl1q5daywXKFCAO3fuWLSJjo4mICCAdu3aAXeTxmfPnjW2e3h4cPv2bWJiYqhduzYA8fHxJCUlWfSTUd/Z6dWrFy1btmTkyJEZ1lnfs2cP5cuXZ8yYMca6n376KVdjPCo+Pj588cUXuLi4YPUve+aYZqaLiIiIiIiIiIjIU+Hy5cs0a9aMjz/+mO+//54zZ87w+eefM3XqVNq0aWO0c3FxISoqigsXLvD7778D4ObmxurVq4mNjeXIkSN07drVYpa0u7s7fn5+9OvXj/379xMTE0OfPn2wtbW1iCGjvrPj5+fHL7/8woQJEzLc7ubmRmJiIitWrCAhIYHZs2ezZs2a3J6eR2LgwIH89ttvvPrqqxw8eJCEhAS2bNnC66+/nusPEf5plEwXERERERERERGRp4LZbKZu3brMnDmTRo0aUbVqVYKDgwkMDGTu3LlGu+nTp7Nt2zbKli2Lt7c3ADNmzKBw4cI0aNAAf39/fH198fHxseg/PDyc0qVL07hxY9q3b0/fvn0pUaKERZuM+s6OyWSiWLFiFCxYMMPtrVu3ZtiwYQwaNIgaNWqwZ88egoODc3NqHpnSpUsTHR3NnTt3eOmll6hWrRpDhw7FycmJfPme7nSzKTU1NTWvgxAREclrV69exdHRkQ31G1DoX/Y1NRER+fs1/mZXXocgIiKSrevXr3PmzBlcXV2xsbHJ63BEDFldm2l/31+5cgUHB4dHOu7T/VGBiIiIiIiIiIiIiMgjoGS6iIiIiIiIiIiIiEg2lEwXEREREREREREREcmGkukiIiIiIiIiIiIiItlQMl1EREREREREREREJBtKpouIiIiIiIiIiIiIZEPJdCE1NZX33nsPV1dXzGYzzz33HN9//31eh/XIRERE4OTklNdh5NjOnTsxmUwkJSU9sn6GDh1KkyZNst1n/Pjx1KhR46HGfdz+ae/n4+Di4sKsWbOMZZPJxNq1a/Msnkfh/vf1n3AtioiIiIiIiMi/i5LpT4GAgABMJlO61w8//JCj/RcvXkxYWBgzZ87k+++/p2HDhnTs2JE7d+7kOpZffvmFjh07UrhwYRwcHGjSpAnx8fHZ7peW+E17FS9enJYtW3L06NFcx5CdpyFJd+TIEVq3bk2JEiWwsbHBxcWFzp07c+nSJaNNgwYNOH/+PI6OjoSGhrJ69eo8jDi9vH4fmjRpYlxv1tbWlClTBn9//yfuPOXE+fPnadGiRV6Hka1PP/2U/PnzM3DgwLwORUREREREREQk15RMf0r4+flx/vx5i5erq2uO9t28eTPt27enbdu2VKhQgZdeeonTp0+TkJCQ6zhGjhzJoUOHWL9+PYcPH8510iw+Pp7z58+zZcsWbty4QatWrbh582au43ia/fLLL7zwwgsUKVKELVu2EBcXR3h4OKVLl+bPP/802hUsWBBnZ2dMJhP29vYUKVIkD6P+P6mpqdy+fTuvwwAgMDCQ8+fPk5CQwBdffEHlypXp0qULffv2fah+/+5r1tnZGWtr6791zIzcunUry+1LlixhxIgRfPrpp1y/fv1vikpERERERERE5NFQMv0pYW1tjbOzs8Urf/78BAQE0LZtW4u295f8uHz5MkWLFgVgwIABjBo1ilWrVuHs7JzrOPLly0eDBg1o2LAhzz77LK+88gru7u453r9EiRI4Ozvj4+PD0KFDOXfuHCdPnjS2z5gxg2rVqlGoUCHKli3LG2+8QXJyskUfERERlCtXDjs7O9q1a8fly5cttoWEhHDkyBFjVnJERARnz57FZDIRGxtrtE1KSsJkMrFz507g/2bPR0VFUatWLezs7GjQoIHFzPu02dbLli3DxcUFR0dHunTpwh9//GG0SUlJISwsDFdXV2xtbfHy8mLVqlU5PkfR0dFcuXKFxYsX4+3tjaurK02bNmXmzJnGBygZlUJZu3YtJpPJYt3kyZMpWbIk9vb29O7dO12CM+36CQkJoXjx4jg4ONC/f3+LZPGNGzcYPHiwMUv+ueee4+DBg8b2tPO2adMmatasibW1NR9//HGG7wPk7D1+VOzs7HB2duaZZ56hXr16TJkyhYULF7Jo0SK2b99utDt37hydOnXCycmJIkWK0KZNG86ePZvuPE2cOJHSpUsb13xO95s2bRqlSpWiaNGiDBw40CIpfenSJfz9/bG1tcXV1ZXly5enO457y7ykXcurV6+madOm2NnZ4eXlxd69ey32WbRoEWXLljXukxkzZqS7Zr788kt8fHywsbGhQoUKhISEWHwQYjKZmD9/Pq1bt6ZQoUJMnDgx03N95swZ9uzZw6hRo6hUqdIDfQNg8eLFeHp6YmNjg4eHB/PmzbPYnt35FhEREREREXkc7i/H+iT4O0rC5nXVgbygZLoYkpKSWLBgAQsXLqRDhw44ODjkuo82bdqwatUqNm/e/FCxXLlyhRUrVgB3Z1inyZcvH7Nnz+b48eNERkby9ddfM2LECGP7/v376d27N4MGDSI2NpamTZvy3nvvGds7d+7M22+/TZUqVYwZ/J07d85VbGPGjGH69OkcOnQIKysrevXqZbE9ISGBtWvXsn79etavX8+uXbuYPHmysT0sLIylS5eyYMECjh8/zrBhw3jttdfYtWtXjsZ3dnbm9u3brFmzhtTU1FzFfq/PPvuM8ePHM2nSJA4dOkSpUqXSJScBoqKiiIuLY+fOnXz66aesXr2akJAQY/uIESP44osviIyM5LvvvqNixYr4+vry22+/WfQzatQoJk+eTFxcHM2bN8/0fcjuPX7cevbsSeHChY1k761bt/D19cXe3p7du3cTHR2N2WzGz8/P4kOFqKgo4uPj2bZtG+vXr8/xfjt27CAhIYEdO3YQGRlJRESE8cEC3E24nzt3jh07drBq1SrmzZtnUc4nM2PGjCEoKIjY2FgqVarEq6++aiTCo6Oj6d+/P0OGDCE2NpbmzZunS4Tv3r2bHj16MGTIEE6cOMHChQuJiIhI1278+PG0a9eOo0ePprsX7hUeHk6rVq1wdHTktddeY8mSJdkew72WL1/O2LFjmThxInFxcUyaNIng4GAiIyOBnL9PIiIiIiIi8vT75ZdfGDBgAOXKlTMmoPr6+hIdHW20eZzJ5pz2fX+7W7du8eqrr1KmTBmOHTv2WGKTh2OV1wHIo7F+/XrMZrOx3KJFCz7//PNc9WFtbU2hQoVYunQpNWrUIF++3H3WcuLECbp27cqECRPo06cPM2fO5JVXXgEgJiaGWrVq8csvv1CsWLFM+3jmmWcAjHIlrVu3xsPDw9g+dOhQ42cXFxfee+89+vfvbySBP/jgA/z8/Izka6VKldizZ4+R3Le1tcVsNmNlZfVAM+8BJk6cSOPGjYG7CeJWrVpx/fp1bGxsgLszzyMiIrC3twege/fuREVFMXHiRG7cuMGkSZPYvn079evXB6BChQp8++23LFy40Og3K/Xq1eOdd96ha9eu9O/fnzp16tCsWTN69OhByZIlc3wcs2bNonfv3vTu3RuA9957j+3bt6ebnV6wYEE++ugj7OzsqFKlChMmTGD48OGEhoby119/MX/+fCIiIoya3YsWLWLbtm0sWbKE4cOHG/1MmDCB5s2bG8uZvQ/ZvcePW758+ahUqZIxo3nlypWkpKSwePFiY2Z/eHg4Tk5O7Ny5k5deegmAQoUKsXjxYuPDn48//jhH+xUuXJi5c+eSP39+PDw8aNWqFVFRUQQGBnLq1Ck2bdrEgQMHqF27NnC3VIqnp2e2xxEUFESrVq0ACAkJoUqVKvzwww94eHgwZ84cWrRoQVBQEPB/98n69euN/UNCQhg1ahQ9e/YE7l6noaGhjBgxgnHjxhntunbtyuuvv55lLGn3xJw5cwDo0qULb7/9NmfOnMlxOapx48Yxffp02rdvD4Crq6uR5O/Zs2eO36d73bhxgxs3bhjLV69ezVEsIiIiIiIi/3YTX+v4t4435uOcf6MfoEOHDty8eZPIyEgqVKjAxYsXiYqKsqhe8KS5du0aHTp04PTp03z77bc5/nv5fjdv3rSYmPogbt26RYECBR6qj6eVZqY/JZo2bUpsbKzxmj17dq77sLW15ZNPPiEiIoImTZpw/vx54O6MULPZbLx2796d4f7jx4+nRYsWjBo1inXr1tG/f38WLFgAwNGjR/Hw8MgykQ53Z8PGxMQQERFBpUqVjP3TbN++nRdeeIEyZcpgb29P9+7duXz5MteuXQMgLi6OunXrWuyTlrR+VKpXr278XKpUKQCLmcIuLi5GIj2tTdr2H374gWvXrtG8eXOLc7p06dJc1aifOHEiFy5cYMGCBVSpUoUFCxbg4eGRqwe25vRceXl5YWdnZ9EmOTmZc+fOkZCQwK1bt2jYsKGxvUCBAtSpU4e4uDiLfmrVqpWjuLJ7j7PTokUL47xWqVIlR/vcLzU11UjIHjlyhB9++AF7e3uj3yJFinD9+nWL96xatWoWv6xyul+VKlXInz+/sXzv9RIXF4eVlRU1a9Y0tnt4eKQrx5KRrK7T+Ph46tSpY9H+/uUjR44wYcIEi+s0rcb8ve9FTt7Xbdu28eeff9KyZUsAihUrRvPmzfnoo4+y3RfufriWkJBA7969LeJ57733jHOZ0/N9r7CwMBwdHY1X2bJlcxSPiIiIiIiIPLmSkpLYvXs3U6ZMoWnTppQvX546deowevRoWrduDdzN3QC0a9cOk8lkLCckJNCmTRtKliyJ2Wymdu3aFmVgIftyrJn1nV3MzZs35+eff7ZIpF++fNmYqW5nZ0e1atX49NNPLfZt0qQJgwYNYujQoRQrVgxfX990/d+8eZNBgwZRqlQpbGxsKF++PGFhYcb2jMq45rSEMPBYyx0/aTQz/SlRqFAhKlasmG59vnz50pUCyeohga1bt+bEiRN06tQJX19fjhw5QuvWrS2SrmXKlMlw3++//96Yxerj48O6devw9fXl119/ZfPmzdnOXoW7s02dnJxwd3fn0qVLdO7cmW+++Qa4Wwv65ZdfZsCAAUycOJEiRYrw7bff0rt3b27evGmR8M2ttFn4956rzM7TvZ/Mpf0DkpKSkuH2tDZp29Nqf2/YsCHdecztAySLFi3KK6+8wiuvvMKkSZPw9vZm2rRpREZG5vp9/zsUKlQo2zaP4j1evHgxf/31F5D+vciJO3fucPr0aWMmeHJyMjVr1sywVnnx4sWNn+8/vpzul9X18jCyu06zk5ycTEhIiDET/F5p38KAnL2vS5Ys4bfffsPW1tZYl5KSwvfff09ISEi234JJu28WLVqU7gOgtA8icnq+7zV69GjeeustY/nq1atKqIuIiIiIiPzDpU2wWrt2LfXq1csw33Lw4EFKlChBeHg4fn5+Fn9btmzZkokTJ2Jtbc3SpUvx9/cnPj6ecuXKAXfLsf7888/s2LGDAgUKMHjwYItJlpn1nZkLFy7QuHFjzGYzu3btskhgX79+nZo1azJy5EgcHBzYsGED3bt359lnn7WYFBcZGcmAAQMsytjca/bs2axbt47PPvuMcuXKce7cOc6dO2fRZvz48UyePJlZs2ZhZWXF119/nfWJ/v/uLXf8+++/06lTJyZPnmyUiQ0LC+Pjjz9mwYIFuLm58c033/Daa69RvHjxHFVoeNIomf6UK168eLoaS7GxsVkmGUuXLk1oaCjNmjXjl19+oUSJEhYzrTNTpkwZdu/ezejRowFo2LAha9as4eWXX6ZIkSIMGjQoV7EPHDiQsLAw1qxZQ7t27YiJiSElJYXp06cbybfPPvvMYh9PT0/2799vsW7fvn0WywULFuTOnTsW69KSbefPn8fb2xvA4mGkj0rlypWxtrYmMTHxkf6DUbBgQZ599lmjPE7x4sX5448/+PPPP41k5/3Hk3auevToYay7/1zB3Rm/f/31l5EI3bdvH2azmbJly1KsWDEKFixIdHQ05cuXB+4m7Q8ePGhRriWzmO9/H3LyHmcnsw97cioyMpLff/+dDh06AHc/GFq5ciUlSpTI1XMEHnS/e3l4eHD79m1iYmKM5H58fDxJSUkP1F8ad3d3i4fEAumWfXx8iI+Pz/BDuty4fPkyX375JStWrLD4psCdO3d47rnn2Lp1K35+fln2UbJkSUqXLs2PP/5It27dMmzzIOfb2to61x9iiYiIiIiIyJPNysqKiIgIAgMDWbBgAT4+PjRu3JguXboY3+JOywM5OTlZlJ/18vLCy8vLWA4NDWXNmjWsW7eOQYMG5agca2Z9Z2bIkCFUqFCBbdu2pZtEWKZMGaNEK8Cbb77Jli1b+OyzzyyS6W5ubkydOjXTMRITE3Fzc+O5557DZDIZOZx75aSMa0Yed7njJ43KvDzlmjVrxqFDh1i6dCmnT59m3LhxmT7AYNu2bRw9epQff/yRTz75hNKlS2c6ozMjw4cPZ/PmzQwcOJBjx45x+PBhdu3aRcGCBfnll1/46quvchW7nZ0dgYGBjBs3jtTUVCpWrMitW7eYM2cOP/74I8uWLUtXBmbw4MFs3ryZadOmcfr0aebOnZvuYaguLi6cOXOG2NhYfv31V27cuIGtrS316tUzHpC5a9cu3n333VzFmxP29vYEBQUxbNgwIiMjSUhI4LvvvmPOnDnGgxSzs379el577TXWr1/PqVOniI+PZ9q0aWzcuJE2bdoAULduXezs7HjnnXdISEgwyvfca8iQIXz00UeEh4dz6tQpxo0bx/Hjx9ONd/PmTXr37s2JEyfYuHEj48aNY9CgQeTLl49ChQoxYMAA470/ceIEgYGBXLt2zajFnpmM3oecvMeP0rVr17hw4QL//e9/2bdvHyNHjqR///4MGDCApk2bAtCtWzeKFStGmzZt2L17N2fOnGHnzp0MHjyY//73v5n2/aD73cvd3R0/Pz/69evH/v37iYmJoU+fPhYzvB/Em2++ycaNG5kxYwanT59m4cKFbNq0yeKrWmPHjmXp0qWEhIRw/Phx4uLiWLFiRa7vi2XLllG0aFE6depE1apVjZeXlxctW7bM8YNIQ0JCCAsLY/bs2Zw6dYqjR48SHh7OjBkzgEdzvkVEREREROTp0KFDB37++WfWrVuHn58fO3fuxMfHJ11u5H7JyckEBQXh6emJk5MTZrOZuLg4EhMTgYcrx5qZl19+mVOnTrFw4cJ02+7cuUNoaCjVqlWjSJEimM1mtmzZYsST5t54MhIQEEBsbCzu7u4MHjyYrVu3pmuT0/K89/s7yh0/SZRMf8r5+voSHBzMiBEjqF27Nn/88YfFTOR77dq1i0aNGlG9enXi4uIyrYOUGT8/P6Kiojh69CgNGzakWbNmxMfHc+DAAUJCQggICGDPnj25in/QoEHExcXx+eef4+XlxYwZM5gyZQpVq1Zl+fLlFvWd4O7DORctWsQHH3yAl5cXW7duTZf869ChA35+fjRt2pTixYsbtaY++ugjbt++Tc2aNRk6dCjvvfdermLNqdDQUIKDgwkLC8PT0xM/Pz82bNiQ4wdLVK5cGTs7O95++21q1KhBvXr1+Oyzz1i8eDHdu3cHoEiRInz88cds3LjRqKc1fvx4i346d+5sXBs1a9bkp59+YsCAAenGe+GFF3Bzc6NRo0Z07tyZ1q1bW/Q1efJkOnToQPfu3fHx8eGHH35gy5YtFC5cOMvjyOh9yMl7/CgtWrSIUqVK8eyzz9K+fXtOnDjBypUrLR52amdnxzfffEO5cuVo3749np6e9O7dm+vXr2c5A/pB97tfeHg4pUuXpnHjxrRv356+fftSokSJhzruhg0bsmDBAmbMmIGXlxebN29m2LBhFuVbfH19Wb9+PVu3bqV27drUq1ePmTNnZvjpdVY++ugjo07c/Tp06MC6dev49ddfs+2nT58+LF68mPDwcKpVq0bjxo2JiIgw7ptHdb5FRERERETk6WBjY0Pz5s0JDg5mz549BAQEMG7cuCz3CQoKYs2aNUyaNIndu3cTGxtLtWrVuHnz5mOLs3v37nz00UcEBQUZE8bSvP/++3zwwQeMHDmSHTt2EBsbi6+vb7p4sivB6uPjw5kzZwgNDeWvv/6iU6dOdOxo+RDZ+/vIaQnhnJY7vvdZjydOnPjH1k03pd5/VkRE/r+AgACSkpJYu3ZtXocij1lgYCAnT57M9AHD/wZXr17F0dGRDfUbUMhKVdBEROTxavzNrrwOQUREJFvXr1/nzJkzuLq6WkzAmvhaxyz2evTGfPzwidcZM2YwadIkY0JXwYIF+fTTT40yrwDVqlWjU6dOBAcHA3eTwc888wwBAQHMmjWL+Ph4PDw8LMq8pK2bOXOmUfI2o74zYjKZWLNmDW3btmXZsmW8/vrrTJ482Sjt4u/vT4kSJYxvdaekpODh4UHlypWNXE2TJk2oUaMGs2bNyrTv+23ZsgU/Pz8uX75MkSJFMmy7adMmWrVqxR9//GEk2seMGcOkSZOMJPv48eNZu3atRWnhWbNmMWvWLM6ePcsff/xB8eLFWbRokTEB9FHJ7NqE//v7/sqVK498gp2yBSIi/0LTpk2jefPmFCpUiE2bNhEZGWkxI19ERERERETkn+jy5cu88sor9OrVi+rVq2Nvb8+hQ4eYOnWqUR4X7pYniYqKomHDhlhbW1O4cGHc3NxYvXo1/v7+mEwmgoODjVnWYFmOdf78+VhZWTF06NB05Vgz6js73bt3J1++fPTs2ZPU1FSGDx+Om5sbq1atYs+ePRQuXJgZM2Zw8eJFKleunKtzMmPGDEqVKoW3tzf58uXj888/x9nZOcvyNPeWEB48eDD79+/PtkzO/e4td5ySksJzzz3HlStXiI6OxsHBgZ49e+aqvyeByryIiPwLHThwgObNm1OtWjUWLFjA7Nmz6dOnT16HJSIiIiIiIvJQzGYzdevWZebMmTRq1IiqVasSHBxMYGAgc+fONdpNnz6dbdu2UbZsWby9vYG7SefChQvToEED/P398fX1xcfHx6L/nJRjzajvnOjWrRvLli1j9OjRTJkyhXfffRcfHx98fX1p0qQJzs7OGc40z469vT1Tp06lVq1a1K5dm7Nnz7Jx40by5cs8NZyTEsI58bDljp80KvMiIiKCyryIiMjfS2VeRETknyCrUhoieSmvyrxoZrqIiIiIiIiIiIiISDaUTBcRERERERERERERyYaS6SIiIiIiIiIiIiIi2VAyXUREREREREREREQkG0qmi4iIiIiIiIiIiIhkQ8l0ERERERERERERyVRqampehyBiIa+uSSXTRUREREREREREJJ0CBQoAcO3atTyORMRS2jWZdo3+Xaz+1tFERERERERERETkHyF//vw4OTlx6dIlAOzs7DCZTHkclfybpaamcu3aNS5duoSTkxP58+f/W8dXMl1EREREREREREQy5OzsDGAk1EWeBE5OTsa1+XdSMl1EREREREREREQyZDKZKFWqFCVKlODWrVt5HY4IBQoU+NtnpKdRMl1EROQez23ehIODQ16HISIiIiIi8kTJnz9/niUwRZ4UegCpiIiIiIiIiIiIiEg2lEwXEREREREREREREcmGkukiIiIiIiIiIiIiItlQzXQREREgNTUVgKtXr+ZxJCIiIiIiIiLyoNL+rk/7O/9RUjJdREQEuHz5MgBly5bN40hERERERERE5GH98ccfODo6PtI+lUwXEREBihQpAkBiYuIj/2Ur8jS4evUqZcuW5dy5czg4OOR1OCJPHN0jItnTfSKSNd0jIlnL6T2SmprKH3/8QenSpR95DEqmi4iIAPny3X2MiKOjo/7jKpIFBwcH3SMiWdA9IpI93SciWdM9IpK1nNwjj2uSnB5AKiIiIiIiIiIiIiKSDSXTRURERERERERERESyoWS6iIgIYG1tzbhx47C2ts7rUESeSLpHRLKme0Qke7pPRLKme0Qka0/CPWJKTU1NzbPRRURERERERERERET+ATQzXUREREREREREREQkG0qmi4iIiIiIiIiIiIhkQ8l0EREREREREREREZFsKJkuIiL/eh9++CEuLi7Y2NhQt25dDhw4kNchiTxyYWFh1K5dG3t7e0qUKEHbtm2Jj4+3aHP9+nUGDhxI0aJFMZvNdOjQgYsXL1q0SUxMpFWrVtjZ2VGiRAmGDx/O7du3Ldrs3LkTHx8frK2tqVixIhEREY/78EQeucmTJ2MymRg6dKixTveICPzvf//jtddeo2jRotja2lKtWjUOHTpkbE9NTWXs2LGUKlUKW1tbXnzxRU6fPm3Rx2+//Ua3bt1wcHDAycmJ3r17k5ycbNHm+++/5/nnn8fGxoayZcsyderUv+X4RB7WnTt3CA4OxtXVFVtbW5599llCQ0O595GFuk/k3+Sbb77B39+f0qVLYzKZWLt2rcX2v/N++Pzzz/Hw8MDGxoZq1aqxcePGXB+PkukiIvKvtnLlSt566y3GjRvHd999h5eXF76+vly6dCmvQxN5pHbt2sXAgQPZt28f27Zt49atW7z00kv8+eefRpthw4bx1Vdf8fnnn7Nr1y5+/vln2rdvb2y/c+cOrVq14ubNm+zZs4fIyEgiIiIYO3as0ebMmTO0atWKpk2bEhsby9ChQ+nTpw9btmz5W49X5GEcPHiQhQsXUr16dYv1ukfk3+7333+nYcOGFChQgE2bNnHixAmmT59O4cKFjTZTp05l9uzZLFiwgP3791OoUCF8fX25fv260aZbt24cP36cbdu2sX79er755hv69u1rbL969SovvfQS5cuXJyYmhvfff5/x48fzn//85289XpEHMWXKFObPn8/cuXOJi4tjypQpTJ06lTlz5hhtdJ/Iv8mff/6Jl5cXH374YYbb/677Yc+ePbz66qv07t2bw4cP07ZtW9q2bcuxY8dyd0CpIiIi/2J16tRJHThwoLF8586d1NKlS6eGhYXlYVQij9+lS5dSgdRdu3alpqampiYlJaUWKFAg9fPPPzfaxMXFpQKpe/fuTU1NTU3duHFjar58+VIvXLhgtJk/f36qg4ND6o0bN1JTU1NTR4wYkVqlShWLsTp37pzq6+v7uA9J5JH4448/Ut3c3FK3bduW2rhx49QhQ4akpqbqHhFJTU1NHTlyZOpzzz2X6faUlJRUZ2fn1Pfff99Yl5SUlGptbZ366aefpqampqaeOHEiFUg9ePCg0WbTpk2pJpMp9X//+19qampq6rx581ILFy5s3DdpY7u7uz/qQxJ55Fq1apXaq1cvi3Xt27dP7datW2pqqu4T+XcDUtesWWMs/533Q6dOnVJbtWplEU/dunVT+/Xrl6tj0Mx0ERH517p58yYxMTG8+OKLxrp8+fLx4osvsnfv3jyMTOTxu3LlCgBFihQBICYmhlu3blncDx4eHpQrV864H/bu3Uu1atUoWbKk0cbX15erV69y/Phxo829faS10T0l/xQDBw6kVatW6a5j3SMisG7dOmrVqsUrr7xCiRIl8Pb2ZtGiRcb2M2fOcOHCBYtr3NHRkbp161rcJ05OTtSqVcto8+KLL5IvXz72799vtGnUqBEFCxY02vj6+hIfH8/vv//+uA9T5KE0aNCAqKgoTp06BcCRI0f49ttvadGiBaD7RORef+f98Kj+D6ZkuoiI/Gv9+uuv3LlzxyLpAVCyZEkuXLiQR1GJPH4pKSkMHTqUhg0bUrVqVQAuXLhAwYIFcXJysmh77/1w4cKFDO+XtG1Ztbl69Sp//fXX4zgckUdmxYoVfPfdd4SFhaXbpntEBH788Ufmz5+Pm5sbW7ZsYcCAAQwePJjIyEjg/67zrP5vdeHCBUqUKGGx3crKiiJFiuTqXhJ5Uo0aNYouXbrg4eFBgQIF8Pb2ZujQoXTr1g3QfSJyr7/zfsisTW7vF6tctRYRERGRf7yBAwdy7Ngxvv3227wOReSJce7cOYYMGcK2bduwsbHJ63BEnkgpKSnUqlWLSZMmAeDt7c2xY8dYsGABPXv2zOPoRJ4Mn332GcuXL+eTTz6hSpUqxvMxSpcurftE5CmgmekiIvKvVaxYMfLnz8/Fixct1l+8eBFnZ+c8ikrk8Ro0aBDr169nx44dPPPMM8Z6Z2dnbt68SVJSkkX7e+8HZ2fnDO+XtG1ZtXFwcMDW1vZRH47IIxMTE8OlS5fw8fHBysoKKysrdu3axezZs7GysqJkyZK6R+Rfr1SpUlSuXNlinaenJ4mJicD/XedZ/d/K2dk53YPeb9++zW+//Zare0nkSTV8+HBjdnq1atXo3r07w4YNM771pPtE5P/8nfdDZm1ye78omS4iIv9aBQsWpGbNmkRFRRnrUlJSiIqKon79+nkYmcijl5qayqBBg1izZg1ff/01rq6uFttr1qxJgQIFLO6H+Ph4EhMTjfuhfv36HD161OI/s9u2bcPBwcFIrtSvX9+ij7Q2uqfkSffCCy9w9OhRYmNjjVetWrXo1q2b8bPuEfm3a9iwIfHx8RbrTp06Rfny5QFwdXXF2dnZ4hq/evUq+/fvt7hPkpKSiImJMdp8/fXXpKSkULduXaPNN998w61bt4w227Ztw93dncKFCz+24xN5FK5du0a+fJbptvz585OSkgLoPhG51995Pzyy/4Pl6nGlIiIiT5kVK1akWltbp0ZERKSeOHEitW/fvqlOTk6pFy5cyOvQRB6pAQMGpDo6Oqbu3Lkz9fz588br2rVrRpv+/funlitXLvXrr79OPXTo/7V370FRXXccwL9bHssuIBJRUAqKggqIGEBbDBY1sUtNCBLTGqIG6qOJMQUy+KxaSay6sZiROmkSbaLEkreKDyIGEYySSlQWQsxKBCVYZ6sNxRGq8vz1D4dblocLgjHG72fmznDvOfec37l7LjP89nLuSQkNDZXQ0FClvLGxUUaNGiW//OUvpaioSLKysqR///6yfPlypc65c+dEq9XK4sWLxWg0ymuvvSZWVlaSlZX1vY6XqDeEh4dLQkKCss97hO53X3zxhVhbW8vatWvl7Nmzkp6eLlqtVv7+978rdfR6vfTt21f27NkjX375pURFRYmXl5dcv35dqRMRESEPPvigFBQUyLFjx8THx0diYmKU8itXroirq6vMnj1bvvrqK3n//fdFq9XKm2+++b2Ol+h2xMbGiru7u+zfv1/Onz8vu3btEhcXF1myZIlSh/cJ3U9qamrEYDCIwWAQAPLqq6+KwWCQb7/9VkS+v/shPz9frK2tJSUlRYxGo6xevVpsbGykpKSkW+NhMp2IiO57mzdvFk9PT7G1tZVx48bJ8ePH73ZIRL0OQIfbtm3blDrXr1+X559/XpydnUWr1Up0dLSYTCazdioqKuRXv/qVaDQacXFxkaSkJGloaDCrk5ubK2PGjBFbW1sZOnSoWR9E95K2yXTeI0Qi+/btk1GjRolarZaRI0fKli1bzMqbm5tl1apV4urqKmq1Wh5++GEpLS01q1NVVSUxMTHi4OAgffr0kd/+9rdSU1NjVqe4uFjCwsJErVaLu7u76PX6Oz42ot5w9epVSUhIEE9PT7Gzs5OhQ4fKihUrpK6uTqnD+4TuJ7m5uR3+HRIbGysi3+/98OGHH8rw4cPF1tZW/P39JTMzs9vjUYmIdO9ZdiIiIiIiIiIiIiKi+wvXTCciIiIiIiIiIiIisoDJdCIiIiIiIiIiIiIiC5hMJyIiIiIiIiIiIiKygMl0IiIiIiIiIiIiIiILmEwnIiIiIiIiIiIiIrKAyXQiIiIiIiIiIiIiIguYTCciIiIiIiIiIiIisoDJdCIiIiIiIiIiIiIiC5hMJyIiIiIiuk0VFRVQqVQoKiq6I+3HxcVh2rRpPWqjJzHm5eVBpVLhypUrAIDt27ejb9++XT5/yJAh2LRpU7f7vZN+CDG1va4AkJGRAW9vb1hZWSExMbFL7UycOLHLdYmIiKjnmEwnIiIiIqJ7VlxcHFQqFVQqFWxsbODq6oopU6bg7bffRnNz890O7wfBw8MDJpMJo0aNAtBxIhfoWmJ2xowZ+Oabb+5QpF3T8uVA223WrFl3Na6eevbZZ/Hkk0/iwoULWLNmzR3tq7M5cC/rbF603rZv3363wyQionuc9d0OgIiIiIiIqCciIiKwbds2NDU14dKlS8jKykJCQgI+/vhj7N27F9bWt/dnj4igqanpts//obCysoKbm1uvtKXRaKDRaHqlrZ46dOgQ/P39lf07GVdDQwNsbGzMjtXX18PW1rZX2q+trcXly5eh0+kwaNCgXmmzMw0NDXe0/d5wO/dey5dGLVJSUpCVlYVDhw4px5ycnHo1TiIiuv/wyXQiIiIiIrqnqdVquLm5wd3dHUFBQfjDH/6APXv24MCBA8qTqB0tdXLlyhWoVCrk5eUB+P/TugcOHEBwcDDUajWOHTuG5uZmbNiwAd7e3lCr1fD09MTatWvNYjh37hwmTZoErVaLwMBA/OMf/1DKvv32W0RGRsLZ2Rn29vbw9/fHJ598opSfPn0ajz32GPr06QNHR0dMmDAB5eXlZu2npKRg4MCB6NevHxYuXGiWEB0yZAjWrVuHOXPmwNHREZ6entiyZYtS3nrsFRUVmDRpEgDA2dkZKpUKcXFxiIuLw5EjR5Camqo8xVtRUdHuWne0zMu+ffswduxY2NnZwcXFBdHR0Wbl165d6zQ2ALhw4QJ+85vfoG/fvnjggQcQFRXVYd9t9evXD25ubsrm5OSE8vJyREVFwdXVFQ4ODhg7dqxZMrUrMbVcrw8++ADh4eGws7NDenq6suTO2rVrMWjQIIwYMQIAsGPHDoSEhMDR0RFubm54+umncfnyZbP+PvnkEwwfPhwajQaTJk0yG19eXh4cHR0BAJMnT1bmZFVVFWJiYuDu7g6tVouAgAC899577cbS3NyMJUuW4IEHHoCbmxuSk5PNylUqFV5//XU8/vjjsLe3x/z58zucAy1trV+/Hl5eXtBoNAgMDMTHH39sFqtKpUJOTg5CQkKg1Woxfvx4lJaWdvo5tVzP999/H+PHj4ednR1GjRqFI0eOtGu37b1XV1eH+Ph4DBgwAHZ2dggLC8OJEyc67KflS6OWzcHBAdbW1sr+hQsX8Pjjj8PFxQVOTk4IDw9HYWGhWRtnzpxBWFgY7Ozs4Ofnh0OHDkGlUiEjI6PT8RER0f2FyXQiIiIiIvrRmTx5MgIDA7Fr165un7ts2TLo9XoYjUaMHj0ay5cvh16vx6pVq/D111/j3Xffhaurq9k5K1aswKJFi1BUVIThw4cjJiYGjY2NAICFCxeirq4On332GUpKSvDKK6/AwcEBAHDx4ozsnocAAAvzSURBVEX84he/gFqtxuHDh3Hq1CnMmTNHORcAcnNzUV5ejtzcXKSlpWH79u3tlqvYuHEjQkJCYDAY8Pzzz2PBggUdJjg9PDywc+dOAEBpaSlMJhNSU1ORmpqK0NBQzJ8/HyaTCSaTCR4eHhavVWZmJqKjozF16lQYDAbk5ORg3LhxXY6toaEBOp0Ojo6OOHr0KPLz8+Hg4ICIiAjU19db7L+t2tpaTJ06FTk5OTAYDIiIiEBkZCQqKyu7fb2WLVuGhIQEGI1G6HQ6AEBOTg5KS0uRnZ2N/fv3K2NYs2YNiouLkZGRgYqKCiU5Ddz8suCJJ55AZGQkioqKMG/ePCxbtkwpb52M3rlzJ0wmE8aPH48bN24gODgYmZmZ+Oqrr/C73/0Os2fPxhdffGEWZ1paGuzt7VFQUIANGzbg5ZdfRnZ2tlmd5ORkREdHo6SkBC+99FKHcwAA1q9fj3feeQdvvPEGTp8+jRdffBGzZs0yS3wDN+f7xo0bcfLkSVhbW2POnDkWP5vFixcjKSkJBoMBoaGhiIyMRFVVVbtr3vreW7JkCXbu3Im0tDQUFhbC29sbOp0O//nPfyz211ZNTQ1iY2Nx7NgxHD9+HD4+Ppg6dSpqamoAAE1NTZg2bRq0Wi0KCgqwZcsWrFixotv9EBHRj5wQERERERHdo2JjYyUqKqrDshkzZoivr6+IiJw/f14AiMFgUMqrq6sFgOTm5oqISG5urgCQjIwMpc7Vq1dFrVbL1q1bO+yjpd2//e1vyrHTp08LADEajSIiEhAQIMnJyR2ev3z5cvHy8pL6+vpOxzd48GBpbGxUjv3617+WGTNmKPuDBw+WWbNmKfvNzc0yYMAAef311zsce8s4q6urzfoKDw+XhIQEs2Nt627btk2cnJyU8tDQUJk5c2aHsXclth07dsiIESOkublZqVNXVycajUYOHjzYYZst49FoNGJvb69shYWFHdb39/eXzZs3dzmmlvY3bdpk1k5sbKy4urpKXV1dp+MVETlx4oQAkJqaGhG5+Rn7+fmZ1Vm6dKnZdW07Fzvz6KOPSlJSkrIfHh4uYWFhZnXGjh0rS5cuVfYBSGJiolmdjubAjRs3RKvVyueff25Wd+7cuRITE2N23qFDh5TyzMxMASDXr1/vMOaW66nX65VjDQ0N8tOf/lReeeUVs3Zb33u1tbViY2Mj6enpyrH6+noZNGiQbNiwoeML1Mrq1aslMDCw0/KmpiZxdHSUffv2iYjIgQMHxNraWkwmk1InOztbAMju3bst9kdERPeHe3vxPyIiIiIiok6ICFQqVbfPCwkJUX42Go2oq6vDww8/fMtzRo8erfw8cOBAAMDly5cxcuRIxMfHY8GCBfj000/xyCOPYPr06Ur9oqIiTJgwod163K35+/vDysrKrP2SkpJO+1epVHBzc2u31MidUFRUhPnz59+yzq1iKy4uRllZmbLMSYsbN260W+qmrQ8++AC+vr7KvoeHB2pra5GcnIzMzEyYTCY0Njbi+vXr7Z5M78r1aj0PWgQEBLRbJ/3UqVNITk5GcXExqqurlRffVlZWws/PD0ajET/72c/MzgkNDb3l2ICbT0qvW7cOH374IS5evIj6+nrU1dVBq9V2Ohbg5vzoyljaKisrw7Vr1zBlyhSz4/X19XjwwQc77bP1fPf09Oy0/dZjtra2RkhICIxGY6dxlpeXo6GhAQ899JByzMbGBuPGjWt3XldcunQJK1euRF5eHi5fvoympiZcu3ZNmRulpaXw8PAwe79A2/+yICIiYjKdiIiIiIh+lIxGI7y8vAAAP/nJzRUuRUQp7+xFjPb29srPXX2pZetkeEsCvyWpOm/ePOh0OmRmZuLTTz/F+vXrsXHjRvz+97/vUvttE+0qlUppuzt17oSexl9bW4vg4GCkp6e3O69///63bNfDwwPe3t5mxxISEpCdnY2UlBR4e3tDo9HgySefbLdkTFeuV+t50Nmx//73v9DpdNDpdEhPT0f//v1RWVkJnU53W8vUtPbnP/8Zqamp2LRpEwICAmBvb4/ExMReG0tbtbW1AG4u3ePu7m5WplarO+2z7Xzvia7EebtiY2NRVVWF1NRUDB48GGq1GqGhoT3+nIiI6P7CNdOJiIiIiOhH5/DhwygpKcH06dMB/D8xazKZlDqtX0baGR8fH2g0GuTk5PQoHg8PDzz33HPYtWsXkpKSsHXrVgA3n/A9evRop4n9O6HlyeqmpqZ2x9ses2T06NE9ujZBQUE4e/YsBgwYAG9vb7PNycmp2+3l5+cjLi4O0dHRCAgIgJubW5deZnq7zpw5g6qqKuj1ekyYMAEjR45s91S4r69vu3XOjx8/brHt/Px8REVFYdasWQgMDMTQoUPxzTff9ErcHc0BPz8/qNVqVFZWtvssurJ+viWtx9zY2IhTp06Z/WdBW8OGDYOtrS3y8/OVYw0NDThx4gT8/Py63X9+fj7i4+MxdepU+Pv7Q61W47vvvlPKR4wYgQsXLuDSpUvKsc5edkpERPcvJtOJiIiIiOieVldXh3/961+4ePEiCgsLsW7dOkRFReGxxx7DM888A+DmE9Q///nPlZcbHjlyBCtXrrTYtp2dHZYuXYolS5bgnXfeQXl5OY4fP4633nqry/ElJibi4MGDOH/+PAoLC5Gbm6skEV944QVcvXoVTz31FE6ePImzZ89ix44dHb48tLcMHjwYKpUK+/fvx7///W/lieQhQ4agoKAAFRUV+O6777r0pPHq1avx3nvvYfXq1TAajcoLVrtq5syZcHFxQVRUFI4ePYrz588jLy8P8fHx+Oc//9ntsfn4+GDXrl0oKipCcXExnn766Tv6hL6npydsbW2xefNmnDt3Dnv37sWaNWvM6jz33HM4e/YsFi9ejNLSUrz77rvtXiDbER8fH2RnZ+Pzzz+H0WjEs88+a5bo7YmO5oCjoyMWLVqEF198EWlpaSgvL0dhYSE2b96MtLS0Hvf52muvYffu3Thz5gwWLlyI6urqW7641N7eHgsWLMDixYuRlZWFr7/+GvPnz8e1a9cwd+7cbvfv4+ODHTt2wGg0oqCgADNnzjT7z4opU6Zg2LBhiI2NxZdffon8/Hzld8TtLBdFREQ/TkymExERERHRPS0rKwsDBw7EkCFDEBERgdzcXPzlL3/Bnj17zNYaf/vtt9HY2Ijg4GAkJibiT3/6U5faX7VqFZKSkvDHP/4Rvr6+mDFjRrfWI29qasLChQvh6+uLiIgIDB8+HH/9618BAP369cPhw4dRW1uL8PBwBAcHY+vWrbdcQ72n3N3d8dJLL2HZsmVwdXXFCy+8AABYtGgRrKys4OfnpyxXYsnEiRPx0UcfYe/evRgzZgwmT57c7insW9Fqtfjss8/g6emJJ554Ar6+vpg7dy5u3LiBPn36dHtsr776KpydnTF+/HhERkZCp9MhKCio2+10Vf/+/bF9+3Z89NFH8PPzg16vR0pKilkdT09P7Ny5ExkZGQgMDMQbb7yBdevWWWx75cqVCAoKgk6nw8SJE+Hm5oZp06b1StydzYE1a9Zg1apVWL9+vTJfMzMzleWSekKv10Ov1yMwMBDHjh3D3r174eLiYvGc6dOnY/bs2QgKCkJZWRkOHjwIZ2fnbvf/1ltvobq6GkFBQZg9ezbi4+MxYMAApdzKygoZGRmora3F2LFjMW/ePKxYsQLAzS/ViIiIAEAlrRcNJCIiIiIiIiLqJRUVFfDy8oLBYMCYMWPudjjdkp+fj7CwMJSVlWHYsGF3OxwiIvoB4AtIiYiIiIiIiOi+t3v3bjg4OMDHxwdlZWVISEjAQw89xEQ6EREpmEwnIiIiIiIiovteTU0Nli5disrKSri4uOCRRx7Bxo0b73ZYRET0A8JlXoiIiIiIiIiIiIiILOALSImIiIiIiIiIiIiILGAynYiIiIiIiIiIiIjIAibTiYiIiIiIiIiIiIgsYDKdiIiIiIiIiIiIiMgCJtOJiIiIiIiIiIiIiCxgMp2IiIiIiIiIiIiIyAIm04mIiIiIiIiIiIiILGAynYiIiIiIiIiIiIjIAibTiYiIiIiIiIiIiIgs+B8GIRnJz4eKJwAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "station_coverage = (\n", - " df.groupby(\"counter_site\")\n", - " .agg(\n", - " first_year=(\"year\", \"min\"),\n", - " last_year=(\"year\", \"max\"),\n", - " n_observations=(\"year\", \"count\")\n", - " )\n", - " .reset_index()\n", - ")\n", - "\n", - "station_coverage.sort_values(\"first_year\")\n", - "valid_stations = station_coverage[\n", - " station_coverage[\"first_year\"] <= 2018\n", - "][\"counter_site\"]\n", - "\n", - "df_common = df[\n", - " (df[\"counter_site\"].isin(valid_stations)) &\n", - " (df[\"year\"] >= 2018)\n", - "]\n", - "plt.figure(figsize=(10, 6))\n", - "sns.histplot(station_coverage[\"first_year\"], bins=range(2013, 2026))\n", - "plt.xlabel(\"Startjahr der Zählstelle\")\n", - "plt.ylabel(\"Anzahl der Zählstellen\")\n", - "plt.title(\"Jährlicher Zuwachs der Fahrradzählstellen in BaWü\")\n", - "plt.show()\n", - "\n", - "# Top 10 Zählstellen\n", - "avg_df_common = (\n", - " df_common.groupby([\"counter_site\", \"domain_name\"], as_index=False)\n", - " .agg(avg_daily_counts=(\"channels_all\", \"mean\"))\n", - ")\n", - "\n", - "# Top 10 Zählstellen basierend auf dem durchschnittlichen täglichen Fahrradverkehr\n", - "top10_common = avg_df_common.sort_values(\"avg_daily_counts\", ascending=False).head(10)\n", - "\n", - "# Visualisierung der Top 10 Zählstellen\n", - "plt.figure(figsize=(15, 6))\n", - "sns.barplot(\n", - " data=top10_common,\n", - " y=\"counter_site\",\n", - " x=\"avg_daily_counts\",\n", - " hue=\"domain_name\"\n", - ")\n", - "\n", - "plt.ylabel(\"Zählstelle\")\n", - "plt.xlabel(\"Durchschnittliche Fahrradfahrten pro Tag\")\n", - "plt.title(\"Top 10 Zählstellen mit dem höchsten durchschnittlichen Fahrradverkehr\\n(2018 und später)\")\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, { "cell_type": "code", "execution_count": 17, @@ -1223,12 +1144,187 @@ "# Poster\n", "### Einleitung\n", "Der Radverkehr gewinnt als umweltfreundliche und flächeneffiziente Verkehrsform in Städten zunehmend an Bedeutung. Um Infrastruktur und Mobilitätsangebote bedarfsgerecht planen zu können, werden in Baden-Württemberg an zahlreichen Standorten automatische Fahrradzählstationen betrieben. Im Rahmen einer explorativen Datenanalyse werten wir Zähldaten aus mehreren Städten in Baden-Württemberg aus, mit einem besonderen Fokus auf die Stadt Mannheim. Die Analyse umfasst sowohl Tageszählwerte über den Zeitraum von 2014 bis 2024 als auch stündliche Zählwerte für ausgewählte Mannheimer Stationen. Ergänzend stehen wetterbezogene Variablen wie Temperatur, Regen- und Schneehöhe zur Verfügung. Ziel ist es, zeitliche Muster und Trends im Fahrradverkehrsaufkommen zu identifizieren. Sowohl im Tagesverlauf (z.B. Berufsverkehrsspitzen) als auch über die Jahre hinweg und den Einfluss von Standortunterschieden und Witterung auf das gemessene Radverkehrsaufkommen besser zu verstehen.\n", - "\n" + "### Fahrradzählstelleninbetriebnahmen\n", + "Im nachstehenden Diagramm ist der jährliche Zuwachs an Fahrradzählstationen in Baden‑Württemberg dargestellt. Man erkennt, dass insbesondere ab etwa 2018 deutlich mehr Zählstellen in Betrieb genommen wurden. Dies verdeutlicht, dass die kontinuierliche Erfassung des Radverkehrs für immer mehr Städte an Bedeutung gewinnt und als wichtige Grundlage für Planung und Bewertung von Radverkehrsinfrastruktur genutzt wird." ] }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 51, + "id": "65437931", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "station_coverage = (\n", + " df.groupby([\"counter_site\",\"domain_name\"])\n", + " .agg(\n", + " first_year=(\"year\", \"min\"),\n", + " last_year=(\"year\", \"max\"),\n", + " n_observations=(\"year\", \"count\")\n", + " )\n", + " .reset_index()\n", + ")\n", + "\n", + "station_coverage.sort_values(\"first_year\")\n", + "valid_stations = station_coverage[\n", + " station_coverage[\"first_year\"] <= 2018\n", + "][\"counter_site\"]\n", + "\n", + "df_common = df[\n", + " (df[\"counter_site\"].isin(valid_stations)) &\n", + " (df[\"year\"] >= 2018)\n", + "]\n", + "plt.figure(figsize=(10, 6))\n", + "sns.histplot(station_coverage, x=\"first_year\", bins=range(2013, 2026),)\n", + "plt.xlabel(\"Startjahr der Zählstelle\")\n", + "plt.ylabel(\"Anzahl der Zählstellen\")\n", + "plt.title(\"Jährlicher Zuwachs der Fahrradzählstellen in BaWü\")\n", + "plt.show()\n", + "\n", + "# # Top 10 Zählstellen\n", + "# avg_df_common = (\n", + "# df_common.groupby([\"counter_site\", \"domain_name\"], as_index=False)\n", + "# .agg(avg_daily_counts=(\"channels_all\", \"mean\"))\n", + "# )\n", + "\n", + "# # Top 10 Zählstellen basierend auf dem durchschnittlichen täglichen Fahrradverkehr\n", + "# top10_common = avg_df_common.sort_values(\"avg_daily_counts\", ascending=False).head(10)\n", + "\n", + "# # Visualisierung der Top 10 Zählstellen\n", + "# plt.figure(figsize=(15, 6))\n", + "# sns.barplot(\n", + "# data=top10_common,\n", + "# y=\"counter_site\",\n", + "# x=\"avg_daily_counts\",\n", + "# hue=\"domain_name\"\n", + "# )\n", + "\n", + "# plt.ylabel(\"Zählstelle\")\n", + "# plt.xlabel(\"Durchschnittliche Fahrradfahrten pro Tag\")\n", + "# plt.title(\"Top 10 Zählstellen mit dem höchsten durchschnittlichen Fahrradverkehr\\n(2018 und später)\")\n", + "# plt.tight_layout()\n", + "# plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "4dac1f27", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "station_coverage = (\n", + " df.groupby([\"counter_site\", \"domain_name\"])\n", + " .agg(\n", + " first_year=(\"year\", \"min\"),\n", + " last_year=(\"year\", \"max\"),\n", + " n_observations=(\"year\", \"count\")\n", + " )\n", + " .reset_index()\n", + ")\n", + "\n", + "# Anzahl neuer Zählstellen pro Jahr und Stadt\n", + "year_city_counts = (\n", + " station_coverage\n", + " .groupby([\"first_year\", \"domain_name\"])\n", + " .size()\n", + " .reset_index(name=\"n_new_stations\")\n", + ")\n", + "\n", + "# Gesamtzahl neuer Zählstellen pro Jahr\n", + "year_totals = (\n", + " year_city_counts\n", + " .groupby(\"first_year\")[\"n_new_stations\"]\n", + " .sum()\n", + " .reset_index(name=\"total_new_stations\")\n", + ")\n", + "\n", + "# Gewinnerstadt pro Jahr (meiste neuen Zählstellen)\n", + "year_winner = (\n", + " year_city_counts\n", + " .sort_values([\"first_year\", \"n_new_stations\"], ascending=[True, False])\n", + " .groupby(\"first_year\")\n", + " .head(1)\n", + " .reset_index(drop=True)\n", + ")\n", + "\n", + "# Merge: Gewinner + Gesamtzahl\n", + "year_summary = year_winner.merge(year_totals, on=\"first_year\", how=\"left\")\n", + "year_summary[\"winner_share\"] = year_summary[\"n_new_stations\"] / year_summary[\"total_new_stations\"]\n", + "\n", + "years = year_summary[\"first_year\"].values\n", + "totals = year_summary[\"total_new_stations\"].values\n", + "winner_counts = year_summary[\"n_new_stations\"].values\n", + "winner_cities = year_summary[\"domain_name\"].values\n", + "\n", + "# Unterer (grauer) Teil: \"andere Städte\"\n", + "other_counts = totals - winner_counts\n", + "\n", + "fig, ax = plt.subplots(figsize=(10, 6))\n", + "\n", + "ax.bar(\n", + " years,\n", + " other_counts,\n", + " width=0.8,\n", + " color=\"lightgray\",\n", + " label=\"Andere Städte\"\n", + ")\n", + "\n", + "# Farben für Gewinnerstädte\n", + "unique_cities = np.unique(winner_cities)\n", + "colors = plt.cm.tab10(np.linspace(0, 1, len(unique_cities)))\n", + "city_to_color = dict(zip(unique_cities, colors))\n", + "\n", + "for i, (year, w_count, city) in enumerate(zip(years, winner_counts, winner_cities)):\n", + " ax.bar(\n", + " year,\n", + " w_count,\n", + " width=0.8,\n", + " bottom=other_counts[i],\n", + " color=city_to_color[city],\n", + " label=city if i == list(winner_cities).index(city) else None\n", + " )\n", + "\n", + "ax.set_xlabel(\"Startjahr der Zählstelle\")\n", + "ax.set_ylabel(\"Anzahl neuer Zählstellen\")\n", + "ax.set_title(\"Jährlicher Zuwachs der Fahrradzählstellen in BaWü\\nFarbiger Anteil = Stadt mit den meisten neuen Zählstellen\")\n", + "ax.legend(title=\"Stadt mit den meisten neuen Zählstellen\")\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "aa3676ec", + "metadata": {}, + "source": [] + }, + { + "cell_type": "code", + "execution_count": 59, "id": "ee13f17d", "metadata": {}, "outputs": [ @@ -1243,13 +1339,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_629400/3805953305.py:43: SettingWithCopyWarning: \n", + "/tmp/ipykernel_629400/1446051141.py:43: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " df_with_biggest_after_2015[\"counter_site_short\"] = df_with_biggest_after_2015[\"counter_site\"]\n", - "/tmp/ipykernel_629400/3805953305.py:49: SettingWithCopyWarning: \n", + "/tmp/ipykernel_629400/1446051141.py:49: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", @@ -1259,7 +1355,7 @@ }, { "data": { - "image/png": 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f0b17d9G5c2dp2gsvvCByc3NN1mk8BidMmCDs7OyEt7e36N+/v3j++eeFRqORtqMs9uzZI9VPSb7++msBQFSpUkUEBQWJgQMHiueee07odDoBQLRq1UpkZ2ebLWfMf/r06UImk4k2bdqIAQMGiIYNGwoAQiaTic2bN5stV5rj1Zj32LFjhVwuF23bthWhoaGiRYsW4urVq0IIIT788EMBQPj6+ornnntODBw4UAQFBUnnSu/evYXBYDBb/8aNG4WVlZUAIOrVqydCQ0NF27ZthUwmE2+++WaR9Wac/sYbbwiZTCaVqV69egKAUCgUFrd31KhR0vnRuXNnMWDAANGqVSvpPH/jjTfMllm3bp2QyWRCJpOJFi1aiAEDBoju3buLwMBAYWVlJSZMmCCl1ev14rnnnhMAhJ2dnXjxxRdFaGioeP7556W6PnnypEn+5TmnhBBizJgx0jlqPFbq1q0rrKysxFtvvSUAiKCgILPlHpXzorzfI0FBQdL3pFwuF3Xq1BEDBw4U7dq1k/bjm2++WaayFCc+Pl46Rvfs2WMyr0+fPsWuLyUlRdqP//77b7HrMW7X119/XWw6474YNmyYePPNN8Xo0aPFu+++KzZv3mzx2lCZjPcQlo7Dzz//XNpfjRs3FqGhoaJ169ZSfc2cOdNsGeO2jxkzRqjVauHj4yMGDBggXnjhBela07dvX4vXmpIY17to0SIxZswY8dprr4mPPvpI/PPPP+XZdCHEf9dzKysrsWvXrlItc/78eREWFibc3d0FANG5c2eT77j9+/dLaWvWrCmUSqVo3Lix6N69u+jdu7eoU6eOdA3ctGmTWf56vV707NnT7B7Dx8dHqNVq8dprr5ndY8ybN6/I+7C33nrLJH/jtUcul4vmzZuLfv36iRYtWgiZTCasrKzEl19+WaY6/PLLLwUAMWTIkCLTzJ8/X9p/LVq0EKGhoaJZs2YCgHj77bfN7iOE+O/+onr16qJ79+5CqVSK5557ToSGhooGDRpI6d5//33pO7RNmzYiNDRUNGrUSNqva9asMSvPvefy+fPnhUajER4eHuLIkSNm6Y33ujVr1hQARJs2bUzqeMuWLVLaW7duifr16wsAwsnJSTz//POiV69e0veLj4+P9L18Py5fvix9J0yePLnIdJV9TyiEEGfOnBF2dnYCgPD39xe9e/cW/fr1E61atRI6nU40bNhQSlvaY7ms92KlvTctahuEEOLYsWPCyclJOi4HDBgggoODpfv6zp07i5ycnAqpy5IUde+Vmpoq2rdvLwAInU4ngoKCRN++fYW/v78AIJydncWJEydKvR7jvaNOpxNnzpwp1TJl+R1gZWUltFqtaNq0qejdu7fo3r27qFGjhvSb8ODBg2b5l+d341tvvSXatGkjAIiaNWualGfevHlm6+jbt68AIL799ttS1xUREdHjhIFxIiIiKpOtW7dKDxbuffghhBDPP/+8ACCmTp0qTfv999+FTCYTLi4uYu/evSbpT58+LapWrSoAiPDwcJN5xodoVlZW4ueff7ZYnqIC46mpqeLnn382K2Nubq6YMmWKACC6dOlill9ZA+NGxsCipYfrJZk0aZIUCLt165Y0PSMjQ/To0UN6+HPvNj7Iei3O0qVLBQDh6ekpLly4IE3Pz88XEyZMkMp7b2D89OnTQqVSCbVaLX766SeTeVevXpUepK5fv77EMly7dk14enoKAGL58uUm83777TcRExNjtsyhQ4eEnZ2dsLa2Fjdv3jSZZ3xwZ3ywl5KSIs27e/eu9JB57ty5JssV9wCxpGMpNjZWODs7C5lMJlasWCH0er00LyEhQXTs2FEA5i83GI9BAOK9994zeQHlzJkz0oO4Q4cOWVyvJWUJjJ87d04cPnzYbPrdu3fFCy+8IACIBQsWmM035u/g4GD24N14Hj/zzDNmy5XmeDXmbWdnZ7FsQhQ80LX0UPPWrVtScH7jxo0m82JjY4Wtra0AIBYvXmwyb9euXdLD4OIC4xqNRuzevdtk3oIFC6SAa1xcnMm88PBwcfnyZbP8Lly4IJ3TR48eNZnn6+srAJgEpIzi4uJMHgLv3btXCvSlpqaapT9+/LhISEgwmVaec+rnn3+WHibf+2B30aJFUv3ce818lM6L8n6PGINOlq4Z4eHhUqD+999/L3VZivPOO+9I1+R7y2oMABX18oIQQgrY/Prrr8Wup6yBcUt/np6eYseOHaXfuAesqMD46dOnhUKhEDKZTHz11Vcm83777TcpyP3nn3+azCu87a+99prIy8uT5p09e1a4uroKAGLlypVlLmtRdQpABAcHi9u3b5c5z7S0NFGlShUpsNq+fXvx4Ycfiu3bt4s7d+4Uu6zxeLj3ZYzCtmzZIu7evWtxukKhEM7OziIzM9Nk3vLly6Wg4Llz56TpeXl50ss2lu4xSnMf9vnnnwsAolatWuLUqVMm8/bu3StsbW2FUqkUUVFRRW/4PYYMGSIAiP/9738W5584cUJYWVkJKysrs5ehNm7cKL18UVRgHICoWrWqiIyMNMt7x44dAoBQq9Vmx+Lq1asFAGFtbS3Onj1rMu/ec3nq1KkCgPjoo4+K3dai7oGNDAaDFHwbNWqUyXdMXl6e9FJChw4dil1PSTIyMkSDBg0EAPH888+bXO/v9SjcE44YMUIAELNnzzYrR2Zmptk9fGmO5fLei5V0b1rUNmRnZ0vLvvrqqyYvp12+fFn4+PiY/f4Tovx1WZKi7r0GDRokAIhu3bqZ3V8tWbJEABB+fn7FHjOFXb9+XboPVCgUokuXLmL+/Pli586dJQbzS6prIYT4/vvvRXp6usk0g8Eg/ve//wkAom7dumYvUpX3d6NxX1h6cfleixcvls5jIiKiJxED40RERFQmeXl5wsPDQwAQP/74o8m8a9euSQ/4Creia9GihQBgsWWQEAUPBoGCN+oLMz5QGDlyZJHlKSowXhIvLy8hl8vNAkMPOzCemZkpPXCxFCyIjY2Vgm/3buODrNfiGFsyrFq1ymxeTk6O9JD93gcvAwYMEADEwoULLeZ77NgxAUA0adKk2PUnJSVJLc6KayVkiTGYde8DbOPDIhsbG4sPUL///nsBQHTs2NFk+v0Exo3BrLFjx1qcf/PmTWFtbS1cXV1NHooZj8EmTZpYbHX46quvCgDigw8+sJivJYUD40X9FfUgvLDIyEgBQDRr1sxsnjGfZcuWmc3Lzs4W9vb2AoC4fv26ybzSHK/GvMuyzYX98ccfAoDo16+fyfTZs2cLAKJly5YWlyv8IkhRZZo4caLFZZs2bSoAiDlz5pS6nKtWrbJ43Gu1WmFvb1+qPIzXhaJ6/Siros4pYwB7ypQpFpcztpa895r5KJ0XJSnqe8QYdGrcuLHF5YzBoU6dOt13GXbu3Cm1FrfUssvPz08AEF988UWReRhbwJfUMqy0gfHFixeLpUuXirNnz4rU1FQRFxcn/vzzT6m1tbW1dbHB1IepqMC4seeG3r17W1zO2IPFvfvQeBx6enqKrKwss+U+/fRTKTBTVoMGDRJbt24VV69eFVlZWSIqKkosX75cODs7CwCifv36FtdZkgsXLkj3E/f+NWrUSHz22WcWg0ilCYwXJzQ0VAAQ27dvN5leq1YtAUB89tlnZstkZWVJ96BlDYzr9XrpWP/7778tpjG+tHRvK/Pi1K1bVwAQf/31l8X5I0eOFABEaGioxfnGlpnFBcbvfTnDyNj7R1E9Qhh79xk9erTJ9HvP5YkTJ1pMd6+SAuPGQH2jRo1MXgox0uv1Uq8ppW19a4nxftLb29vsRa6yeFj3hF26dBEASt1S+X5ethWi+Hux8gbGjS3Uvby8LPb8sWnTJgFA2NramlyHyluXJbF073Xu3Dkhk8mEl5eXxRf/hPhvX/zyyy+lXtfhw4dFQECA2fVRLpeL1q1bi++//97icqUJjBenVatWAjDtzeV+fjeWJTBuvC8u6j6GiIjocacAERERURkoFAqEhYVh/vz5+PLLL9G3b19p3tq1a2EwGBAUFIRatWoBABISEnDs2DFoNBqEhIRYzNM4ttmhQ4cszi+8jrI6deoUdu/ejejoaGRkZEjjCOfn58NgMODSpUto3LhxufO/XydOnEBaWhpcXFwQHBxsNt/DwwMvvPACtm3bZjK9sur15s2buHLlCoD/xqYtTKlUom/fvli6dKnJdIPBgB07dgAABgwYYDHvpk2bQqfT4eTJk8jOzoZarTZLk5ubi549e+LcuXMYOHAg5s+fbzGvxMREbN++HWfPnkVSUpI0du7FixcBoMhx+5o2bQpPT0+z6bVr1waAco2DWJTt27cDKLo+qlSpAj8/P5w7dw4XL17EM888YzK/W7duFsdXvN+yhoWFWZxuPKcBQK/XIzw8HIcOHUJsbCyysrIgCl66BVB0/QKweLyqVCrUqFEDJ0+exK1bt1CtWjWzNKU5XktKk5OTgz///BPHjx/HnTt3kJOTAyEE0tLSLJbbOA7k4MGDLeYXFhZmdqxbSmPJsGHD8PfffyM8PBxTp041mZeeno4dO3bg5MmTSEhIQG5uLgAgNjbWYjmbN2+O8PBwDBs2DBMmTEDjxo0hl8strjcwMBBWVlb48ssv8cwzz0jj7JakLOdUfn6+dN0pqu4GDRpkcYzhR/G8KO/3yLBhwyzmFxYWhkWLFuHAgQPQ6/WwsrIqc5kA4MyZM+jXrx/0ej3GjRuH0NDQcuVT0d544w2Tz7a2tujUqROef/559OrVCz///DMmTpyIiIiIyilgKRjP/eHDh1ucP2rUKCxfvhz79++3uA/79+9v8TssLCwM48aNw8WLFxETEwMvL69Sl2nDhg0mn/38/ODn54cuXbqgcePGOHPmDFauXImJEyeWOk8A8Pf3x5EjR3Ds2DFs374dR48exYkTJxAfH4+IiAiMGTMGP/30E7Zv3w6lUlmmvAEgJiYG27dvx4ULF5CSkoL8/HwAwL///gug4NrRpUsXAAXn56VLlwAAQ4YMMctLrVajf//+WLZsWZnLcfLkScTExKBmzZpo0qSJxTQl3TdZYhyD2NnZ2eJ841jsRV0LBw8ejE2bNhW7jj59+phNy8/Px8GDBwEUf5z++uuv2LNnT7H5Dxo0CMuXL8cXX3wBvV6Pjz/+GE5OTsUuY4nx+t2nTx8oFOaPG+VyOdq1a4ezZ8/i0KFDqFevXpnXsXDhQvzwww/QaDTYsmVLkfVeWGXfEzZv3hy//fYbxowZg1mzZiEoKMji9aGs7uderKyM18SBAwdCpVKZze/duzccHR2RlJSEf/75B23atDGZ/zDur3/77TcIIfDiiy/C1tbWYpr27dvjt99+w6FDh9CtW7dS5duyZUv8+++/2Lt3L37//XccP34cJ06cQEpKCg4dOoRDhw5hx44dWLduXbnKfenSJfz++++4dOkS0tLSpLHajdeWyMhI1KlTB0D5fzeWlfG8MpaBiIjoScPAOBEREZXZyJEjMX/+fPz555+4desWqlSpAiGE9EBg1KhRUtro6GgIIZCVlWXxQUph8fHxFqf7+PiUuYwZGRkYOnQotmzZUmy61NTUMuddkW7evAmg+G309fU1m1ZZ9Wosr4uLC3Q6XanzTUxMlOraUtDTUvoqVaqYTBNCYPjw4di7dy+CgoKwbt06iwGwL774Am+88QYyMjKKzL+o/V69enWL0+3s7AAA2dnZJZa9tIwvGDz77LMlpo2PjzcLAD6ospb0YO/ixYvo1auXFNSwpLjzqrzlLs3xWlyaI0eOYMCAAbh+/XqRae4tt/F4t3QOFje9NGmM043rMPrll18wYsQIJCYmlrqcK1asQLdu3fD111/j66+/hq2tLZo1a4aOHTti6NChJnVes2ZNLFmyBJMnT8bYsWMxduxYeHt7o1WrVujWrRv69etnFvwq6zmVkJAg7cei9klR0x+l8+J+v0dK2vdZWVlITEyEm5tbqctkdOHCBTz//PNITk7GiBEjinxBwxgcKG7fpaenA/ivjh4UmUyGWbNm4eeff8apU6dw48aNUn0fbN26FVu3bi02Tc+ePdGzZ8+KKSj+C9IUtQ9r1qwJoOB4srQPi1rO1tYWzs7OSExMxM2bN+Hl5YUDBw5g9erVZmlLu02+vr4YMWIEPvnkE/zyyy8mgXFLAVMXFxcsXLjQbHrz5s3RvHlzAAXftydPnsTHH3+M77//Hrt27cLSpUsxefLkEstT2KxZszBnzhwpEGlJ4fOnNPcYpbnuWmK8tly+fNnivUNhRd03WZKSkgKg6POnpPu8kr7b3NzcoNVqzaYnJiZK17OSjtOSgo7NmjXDtm3bMGrUKHz55ZfYtm0bli1bVuaXbYx1PG3aNEybNq3YtGWpY6Pdu3fj3XffBQB8/vnnpXqx9VG4J5w8eTIOHDiAXbt2ITg4GNbW1mjYsCHatWuHgQMHolmzZqXKp7D7vRcrq5KuiTKZDL6+vkhKSrJ4vD2M+2vj8bdmzRqsWbOm2LRlPf7kcjk6dOiADh06ACh4KeHw4cP44IMPsHPnTqxfvx5du3ZFv379Sp2nXq/H2LFjsWrVKullBkssXSPL+ruxrIz7JSkp6b7zIiIiehQxME5ERERl9swzz+DZZ5/F/v378dVXX2HKlCnYs2cPrl69Cnt7e5NWm8aWdTqdzmKLl9LQaDRlXmbKlCnYsmULAgIC8NFHH6FZs2ZwcXGRAj6tW7fG4cOHi30QYYlxeypbZdWrUXEPlS3NK1xvRbWgLcxSsP/dd9/Fd999hzp16mDr1q0W0/zzzz945ZVXYGVlhfnz5yMkJATVq1eHVquFTCbD559/jldeeaXI/V5UK9sHwVgnffv2hY2NTbFpLbWIephlLaxv3774999/0a1bN7z99tuoU6cO7OzsYG1tjdzc3BJf1ChvuUtzvBaVJjMzEz179kRcXBxGjBiBMWPGoFatWrCzs4OVlRWioqLg7+9f5utBRSi8zlu3bmHAgAHIysrC22+/jcGDB8PHxwc6nQ5yuRx//vknOnfubFbO2rVrIzIyEn/++Sf++usvHDp0CPv378dff/2FDz74AGvWrDFpfTlu3Dj0798f27Ztw4EDB3DgwAF8//33+P777zFjxgzs379fatl1v+dUUYq6hjxK58WD+h4prDzLRkVFoWPHjrhz5w6GDRuG1atXF1mfPj4+OHHiRJEvhKSmpkoP3cvzslRZGVsHAgUP+EsTGI+IiMD69euLTePj41OhgfGHwbjvL126ZHH7yrJNxnq990UbS/l6e3tbDIwXJpPJEBgYiO+++w6ZmZnYtm0btm7dWqbA+ObNmzFz5kzodDosX74cHTt2hJeXFzQaDWQyGaZOnYp58+Y9tOuu8dri4eGBzp07F5vWxcWl1Pk6ODggPj6+xCBkUedoSUH6+7lXK4sXX3wRUVFRmD9/PhYsWIBBgwYhKioKM2bMKHUexjpu27atFJQvSt26dctUvmvXrmHgwIHQ6/WYMGGCxR4F7vWo3BNqtVrs3LkTx48fx++//y61Mv7777+xePFivPbaa/jf//5Xpjzv917sYXsY96zG469Ro0Zo2LBhsWlbtGhxX+uysrJC27ZtsWPHDjRv3hwnTpzA1q1byxQYX7p0KVauXAkPDw8sXrwYrVu3hru7u9SbwKBBg/Ddd99Vyr2p8YUfR0fHh75uIiKih4GBcSIiIiqXUaNGYf/+/Vi7di2mTJmCL7/8EkBBF3uFH+IZH3rLZDJ8+eWXDy2Yt3HjRgDADz/8gAYNGpjNN3afeC9jwMPYtfK9rl27VkElLGBsFX316tUi01iaV1n1aixvfHw8MjIyLAauLJXXxcUFGo0GWVlZWLhwYZkeOgMFLWIXLFgALy8v7NixAw4ODhbT/fjjjxBCYNy4cXj77bfN5he13ytDtWrVcPHiRbzzzjto2rRpZRenVC5cuIDTp0/Dzc0NW7ZsMesq9VGq38L27duHuLg4BAYGSteqwooqd5UqVXDhwoUiz8/izluj6OhoNGrUqMhlq1atKk375ZdfkJWVhV69elkcJqC4+lUoFOjSpYvUJXFqaioWL16MWbNm4ZVXXkGvXr1Mzld3d3eMHj0ao0ePBlCwb0eOHInDhw/j3XfflQJq5TmnnJ2doVKpkJOTg2vXrkldgFra/ns9SudFeb9HjKKjoy1ON267Wq0uVTfA966zQ4cOiI2NxZAhQ7B27dpir/+BgYHYvHkz/v77b4vzjdNtbGzMWt8/CIV7Qiiqq9t7zZw5EzNnznxAJbKsSpUquHz5Mq5cuWKxu2djy0S1Wm2xy+mi9n1aWppUB8Zzf/jw4UV2hV1axjzvrdOKCKgYu+VNSEgo03LG82fOnDl4+eWXzeZbOn+M9xgJCQlIT0+32Gq8NNddS4z3Tc7OzuXu8tgSNzc3xMfHF9nLR5UqVXDlyhVcvXq1TNfCkhS+zl65csXiNcp4nN7bA09RdDodPvzwQzz33HPo2LEjZs+ejVdffRXu7u6lWt5Yxz169MCkSZNKuSUly8rKQu/evZGQkICgoKASX+wwetTuCZs1aya1Ds/Pz8fWrVsxbNgwrFixAn379pVaI5ekMu7FjMeQ8ZiyxHjdK+3xVtGMx1+bNm2wfPnyh7JOKysrdOzYESdOnCj3NXLVqlXo3r272fzirpFl/d1YVsbrWWnPfSIiosdN5TQzISIiosdev379YGdnh4sXL+LXX3/F5s2bAZh2ow4AXl5eaNCgAdLS0vD7778/tPLdvXsXQEHLqHv98ccfRT68MD5wOH/+vNm827dv48SJExVYSqBJkybQ6XRISEjAn3/+aTY/Li7O4vTKqtdq1apJrQq/++47s/m5ubn46aefzKZbWVmhU6dOAP57EFRa27Ztw/jx42Fra4vt27cX2R0jUPx+z87Otli2B8X4koVxPNV7vfjiiwDKXh+VyVi/Xl5eFscP/eabbx52kUrFWO6ijp2iyh0UFATAfGxfo6+++qrEdX/99dfFTjeOaVu4nJaOXyEEvv322xLXZ2RnZ4eZM2fCwcEBmZmZiIqKKjZ9QEAA3nnnHQAwGfu5POeUtbU1WrVqBQBFltnS9QN4tM6L8n6PGBV1XBmPm7Zt21o8j4py+fJldOjQATExMRgyZAjWr19f4ktRxhbHBw8etNhq3Lh/QkJCYG1tXeqylNf3338PoOD49Pf3f+DrKy/jeVlUANX4gs2zzz5rcR/++OOPyMnJMZtuPO9r1apVYcEjg8EgnS/GrtBLqzSBc+NxU/glHqDk77jizp87d+5g586dZtOrVq2KGjVqALB87cjJycGPP/5ocX0llcfY48O5c+eK7X66rAIDAwEA586dszi/Xbt2AIq+Fpblul6YQqFA27ZtAZR8nJY24GrUvn17uLu7Iz8/3+Qlj9Le1xgD0hXllVdewYkTJ1C1alVs3Lix1NfNR+me8F4KhQJ9+/aVei8o/L1b2nOrPPdiJeVdFOM18YcffrDY7fmWLVuQlJQEW1tbNGnSpEx5VxTj8bdt27YKG/qosq6R//77r8kxYVTe342lKU9hZ8+eldZHRET0JGJgnIiIiMpFq9VKYw+OHDkSWVlZqF+/vsVx8mbPng0AGDFiBH755Rez+UIIHD16tMgf8uVh7Fb0008/NZkeGRmJV199tcjlnn/+eQDA/PnzkZycLE2Pj4/HsGHDpLFYK4pGo5FaUr3xxhuIjY2V5mVlZWHMmDHIysqyuGxl1CsAjB8/HgAwY8YMk2CbwWDAlClTcOPGDYvLzZgxA0qlEpMnT8b69estdkt/9uxZ6SULADh27BhCQ0Mhl8uxadMmiy1vCzPu9/Xr15u0+s/OzsZrr71WZCu+B8H4gKyoB/CTJ0+Gg4MDFi9ejEWLFiE3N9csTXR09CMVbH7mmWdgZWWFM2fOIDw83GTeL7/8giVLllROwUpgPC52795tFrz4/PPP8cMPP1hcbtSoUdDpdDh8+DCWLVtmMi88PBwrV64scd2fffaZWV0tWbIEx44dg62trcnLRMZybtq0yeRaoNfrMX36dBw6dMgs/8zMTCxevNjieJn79+9HcnIyrKyspOPxr7/+wm+//WY25q8QAr/++isA04e05T2njNeJZcuW4ciRIybzli5diqNHj1pc7lE6L8r7PWL0zz//YMGCBSbTDhw4IHWZ+8Ybb5S6LNHR0ejQoQNu3bqFoUOHliooDhR0V9yjRw/o9XqMGjXK5Ptkx44dWLduHeRyOaZMmVLqshQnIiIC27ZtM3vwbjAYsGbNGkydOhVAwfHxMALx5TVhwgQoFAps3brV7Fj7888/sWrVKgAoslVsTEwMJk2aBL1eL007f/48PvjgAwBl2/dAwcs5kZGRZtPv3LmDwYMHIyIiAtbW1hg3blyZ8l2xYgXCwsIsXluEENi8ebPU8nLgwIEm80v6jjOeP59//rnJeZySkoKwsDCpq957GcdInzlzJi5cuCBN1+v1mDRpEmJiYiwuZyzPxYsXLY5pbm1tjRkzZkAIgV69euHAgQNmafR6Pf766y+za1ZxjEHnw4cPW5w/duxYyOVyfP/99/j5559N5m3evPm+grNvvfUWgILvmd27d5vMW7duHbZt2wZra2tMmDChyDzu3r1rdj929OhRxMXFQS6Xm4xXXNI+79GjB5o1a4Zjx45hxIgRFr+XkpKSsHLlylIHZpctW4avv/4aKpUKmzdvhpubW6mWAx6de8IVK1ZYPH9v374t9dpR+Hu3pGP5fu7FStqHRenXrx+qV6+OmJgYvPnmmyb7Lzo6WjoWx40bJ3UF/rA1btwYffr0wY0bN9C7d2+LLaczMjKwYcMGxMXFlSrP9957D+PGjcPp06fN5uXn52PVqlXYtGkTgPJfI//3v/+ZnIOxsbEYNmyYxXPkfn43GstT1Es8hRm/Ezp27FhiWiIioseSICIiIiqnY8eOCQDS3yeffFJk2qVLlwqFQiEAiFq1aomuXbuKQYMGiU6dOgk3NzcBQLzzzjsmy3h7ewsAIjo6ush8Z8yYIQCIGTNmmEz/6aefhEwmEwBE/fr1xcCBA0XHjh2FtbW16Nixo2jdurUAIPbs2WOyXFJSkrReNzc30aNHD/H8888Le3t7Ub9+fdGzZ08BQKxdu9ZkuT179ggAIigoqBQ1Zyo9PV00b95cABA6nU6EhISIfv36CQ8PD+Hs7CyGDRtmcRuFeHD1Wpz8/Hzx4osvCgBCpVKJ4OBgMXDgQFGzZk2h0WjEa6+9JgCI0aNHmy27ceNGodVqBQBRtWpV8cILL4jBgweLF198UVStWlUAEAMGDJDSd+zYUQAQvr6+IiwsrMg/o8L7z9nZWfTs2VP06dNHuLm5CVtbWzFhwgQBwGQZIYRYu3atxelG0dHRAoDw9vYu1XQhhFi+fLm0T3v37i1GjRolRo0aJS5cuCCl2bt3r3BxcZGOt44dO4rBgweLbt26iZo1awoAokWLFib5hoWFWTwGS7stlhiP39L8PDDWoVwuF0FBQSI0NFQEBgYKAOL9998vMp+S8g8KCrJ4TpbmeC1N2Xv06CEACKVSKV544QUxcOBAERAQIGQymXjvvfeK3I/fffedsLKykq4loaGhol27dkImk4k33nijxO2dOHGikMlkol27diI0NFTUr19fABBWVlbixx9/NFkmLy9PNGnSRDpuunbtKvr37y+8vb2FtbW1eOedd8yuM0lJSdL+aNiwoejbt68IDQ0VrVq1kq6B06dPl9IvWbJEABB2dnaiffv2YtCgQaJXr15SPdvb24uTJ0+a5F+ec0oIIV5++WVpW9u3by9CQ0NFvXr1hJWVlVR3nTp1MlvuUTkvyvs9YjyWx48fL+Ryuahbt64IDQ0VQUFBQi6XCwBiwoQJpS6HEEI0btxYuuYOHTq0yGvh/v37zZaNi4sTfn5+AoDw9PQU/fv3F+3bt5e2benSpRbX+euvv4oWLVpIf7a2tgKAqFmzpsn0wrZs2SIACEdHR/Hcc8+JQYMGiS5duojq1atL50RoaKjIy8sr0/Y/KMZ7CEvf3atWrZL2V2BgoBg0aJBo06aNVG8zZ840W8Z4HL766qtCrVYLX19fMXDgQNG5c2ehVCoFANGrVy9hMBjKVE7j9cvPz0/06NFDDBo0SLRt21bodDoBQGi1WrFx48Yyb7/xegBAuLq6ihdeeEHaZz4+PtK8IUOGCL1eb7Lsr7/+Kl1Tu3XrJkaOHClGjRolDh48KIQQ4sqVK8LBwUEAEFWqVBF9+vQR3bt3F/b29sLT01OMHDnS4r2NXq8XISEhUt6dO3cWAwcOFL6+vkKtVosxY8YUeS43bdpUABD+/v5i8ODBYtSoUWb3QJMnT5a2q27duqJHjx5i4MCBon379lJ5P/vss1LX4e3bt4W1tbXw9PQU+fn5FtPMnTtXWmfLli3FoEGDpPu+t956S9q3hRV3f1GY8XtXJpOJtm3bikGDBknfyVZWVmLNmjVmyxivUV9//bX48MMPhZOTk+jUqZMIDQ0Vzz33nHRfOXHiRJPlTp06JeRyuZDL5eL5558XI0aMEKNGjRI///yzlObWrVuiUaNGAoCwsbERrVu3FgMHDhS9e/cWjRo1kr5Ps7KySqzb8+fPS2WpWbNmsfeBj/I9YcOGDaV72ZCQEDF48GDxwgsvCI1GIwCIjh07ml0TSzqWy3svVtK9aXHH3bFjx4STk5M0f8CAAaJLly5CrVYLAKJz584iJyenQuqyJEVtX2pqqnjuueek60ezZs1E//79Rb9+/USzZs2k6/D58+dLtR5jPRuvY126dBGDBg0SnTt3Fh4eHtK8KVOmmC1bUl0fOXJEKk+tWrVE//79RXBwsNBoNKJu3bqiV69eFu9ryvu7MScnR3h5eQkAonHjxmLYsGFi1KhRYsGCBSbpcnNzhYuLi1Cr1SIxMbFU9URERPS4YWCciIiI7osxyKNUKkVCQkKxac+cOSNefvll4efnJ9RqtdBqtaJGjRqic+fOYtmyZeLWrVsm6e8nMC6EEPv27RPPPfeccHFxEVqtVtSrV0/MmTNH5OTkFBmEE0KImzdvimHDhgk3NzehVCqFr6+vmDx5skhLSysy+HI/gXEhhMjIyBDTpk0TNWvWFEqlUri7u4vBgweL6OjoYrdRiAdTryXJzc0VCxYsEHXq1BEqlUq4uLiIXr16iTNnzogPPvigyIdEQhQ8BHvjjTdEvXr1hI2NjVCr1cLb21u0b99efPTRR+LSpUtSWuN+KumvsPj4ePHaa6+JmjVrCpVKJby8vMSQIUPExYsXi3xA9yAC43q9XsybN0/UrVtXemho6ZiLi4sT06ZNE4GBgcLW1lYolUpRtWpV0bp1azFjxgxx+vRpk/SVHRg3GAxizZo1okmTJkKn0wl7e3vRtm1b8f333wshin5YWVL+DzownpubKz7++GNRv359odVqhZOTk3jhhRfEn3/+WeKD2f3794vOnTsLOzs7odVqRePGjcWqVatKvb2fffaZaNSokdBoNMLOzk4EBwdLwaN7paWlialTpwp/f3+hVquFm5ub6Nmzp/j7778tXmfy8vLEypUrRWhoqAgICBD29vZCo9GImjVrij59+ojdu3eb5H/p0iUxc+ZM8dxzz4nq1asLtVotHB0dRYMGDcS7774rbty4YVam8pxTQhQcK1988YUIDAwUarVaODg4iBdeeEHs27dPfPXVV1KQ1JJH4bwQonzfI4Wn7969Wzz33HPSfmnatKlYt25dmcogxH/nQUl/RW1/SkqKePfdd4Wfn59QqVTCyclJBAcHi127dhW5TmOdleX6e+XKFTFx4kTRtm1bUaVKFaFWq4VKpRLVq1cXffv2Fdu3by/ztj9IxQXGhSgIXPTt21d4eHgIhUIhnJ2dRdeuXcWff/5pMX3h4/DEiRMiJCREODs7C5VKJerWrSsWL15crpcCNm/eLIYMGSLq1asnXFxchEKhELa2tqJRo0birbfeEleuXClznkIUBJG2bt0qxo0bJ5o3by6qVq0qrK2tpWtIaGio2LFjR5HLG89v4wtv9x6D0dHRYvDgwaJ69epCpVIJb29v8eqrr4rbt28Xe2+Tl5cnFi1aJN1jODs7ix49eoiIiIhiz+Vr166JQYMGCU9PTymgaum6fvDgQTF48GDh7e0tVCqVsLW1Fc8884zo2bOnWL16tbh7926Z6nHQoEECgPjtt9+KTLN582bRpk0bYWNjI2xtbUXbtm3F1q1bxb59+wQA0apVK5P0ZQkY7tixQ3Tp0kU4OzsLhUIhPDw8RL9+/cTRo0ctpi8cGF+3bp3w9fUVWq1WyOVy4eDgINq1ayfWrVtn8QWOLVu2iDZt2ghbW1vpJZF792F2drZYuXKl6NChg1QmNzc30ahRI/H666+LP/74o8RtEsL03qQsf4U9CveEv/76qxgzZoxo3LixcHV1lb7P2rdvL9avXy9yc3PN1lHSsVzee7GS7k1LOu6uX78uXn/9dVGjRg2hVCqFra2taNWqlfjss88sXtsedmDcuI3ffvut6NKli3B3dxfW1tbC2dlZ1KtXT4wYMUJs2bLFYp1bkpCQIL7//nsxevRoERgYKO0PGxsbERAQIEaOHCkOHTpUZDlK+h1w+vRp0b17d+Hp6SnUarXw8/MTb7/9tkhNTS32vqa8vxvPnDkjunfvLlxdXaUXv+79/tu8ebMAIEaMGFGqOiIiInocyYSowIF/iIiIiOip17FjR+zZswc//fQTevfuXdnFIaoUMpkMACp0nNUnyciRI7F27VosWrQIb775ZmUXh6hCDB8+HOvXr8fatWsxfPjwyi4OPSTHjx9H8+bN0bt37zJ3jf7BBx9gxowZGDdunNmQHURkLjMzEzY2NtBqtcjIyKjs4jxxQkJCsH37dpw4caLEIayIiIgeVxxjnIiIiIjKLCIiwmzs39zcXMycORN79uyBm5sbunTpUkmlI6JHwb///mv20NpgMOCLL77AunXroFarERoaWkmlIyKqGM2aNcOgQYOwZcsWi2MRX7x4EUlJSWbTt23bhnnz5kEmkyEsLOxhFJXosXfkyBEAgL+/fyWX5Mlz/Phx/PrrrwgLC2NQnIiInmiKyi4AERERET1+Jk6ciIiICDRs2BCenp5ISkrCmTNnEBsbC7VajfXr10OtVld2MYmoEn388cfYuHEjGjdujCpVqiAjIwPnzp3D1atXYWVlhRUrVsDT07Oyi0lEdN8WLFiAn3/+GVOnTsWvv/5qMm/Dhg2YO3cuGjdujGrVqiEvLw+RkZGIjIwEAMycORNNmjSpjGITPTa2bt2K9evXY+fOnQCAESNGVHKJnjxTpkyBra0t5s2bV9lFISIieqAYGCciIiKiMhs9ejQ2bNiA06dP49ixYxBCwMvLCyNHjsRbb72FOnXqVHYRiaiSDRgwAKmpqfjnn38QERGB/Px8uLm5YcCAAZg4cSJatmxZ2UUkIqoQVapUQXp6usV5wcHBuHjxIo4cOYLz588jOzsbzs7OCAkJwWuvvYbg4OCHXFqix09ERAR+/fVXeHt7Y/To0Rg7dmxlF+mJs2vXrsouAhER0UPBMcaJiIiIiIiIiIiIiIiIiOiJxjHGiYiIiIiIiIiIiIiIiIjoicau1CuZwWBATEwMbG1tIZPJKrs4RERERERERERERERERESPBSEE0tLS4OXlBbm8+DbhDIxXspiYGFSrVq2yi0FERERERERERERERERE9Fi6ceMGqlatWmwaBsYrma2tLYCCnWVnZ1fJpSEiIiIiIiIiIiIiIiIiejykpqaiWrVqUsy1OAyMVzJj9+l2dnYMjBMRERERERERERERERERlVFphqwuvqN1IiIiIiIiIiIiIiIiIiKixxwD40RERERERERERERERERE9ERjYJyIiIiIiIiIiIiIiIiIiJ5oHGP8MaHX65GXl1fZxSAioiIolUrI5XzfjIiIiIiIiIiIiIjoUcTA+CNOCIHbt28jOTm5sotCRETFkMvl8PX1hVKprOyiEBERERERERERERHRPRgYf8QZg+Jubm7QarWQyWSVXSQiIrqHwWBATEwMYmNjUb16dV6riYiIiIiIiIiIiIgeMQyMP8L0er0UFHd2dq7s4hARUTFcXV0RExOD/Px8WFtbV3ZxiIiIiIiIiIiIiIioEA6G+ggzjimu1WoruSRERFQSYxfqer2+kktCRERERERERERERET3YmD8McAueYmIHn28VhMRERERERERERERPboYGCciIiIiIiIiIiIiIiIioicaA+NERERERERERERERERERPREY2Cc6BHn4+ODTz755KGsa/jw4ejZs+dDWdf9mDlzJho1alTZxSAiIiIiIiIiIiIiIqLHBAPjRGUUHx+PMWPGoHr16lCpVPDw8EDnzp1x8OBBKY1MJsPWrVsfyPofZN5Lly7FunXrpM/t27fHxIkTS1wuOjoagwYNgpeXF9RqNapWrYoePXrgwoULAICrV69CJpMhIiKizGWytL2TJk3C7t27y5wXERERERERERERERERPZ0UlV0AosdNnz59kJubi/Xr16NGjRqIi4vD7t27kZiYWNlFu2/29vZlXiYvLw+dOnWCv78/Nm/eDE9PT9y8eRM7duxAcnJyxRcSgE6ng06neyB5ExERERERERERERER0ZOHLcaJyiA5ORn79+/H/Pnz0aFDB3h7e6N58+aYMmUKunfvDqCg63MA6NWrF2QymfT58uXL6NGjB9zd3aHT6dCsWTPs2rXLJP87d+4gJCQEGo0Gvr6+2LBhg8n8ovK+l7GF9saNG/Hss89Co9GgWbNmiIqKwvHjx9G0aVPodDq8+OKLiI+Pl5Yr3JX68OHDsXfvXixduhQymQwymQxXr141W9e///6Ly5cvY8WKFWjZsiW8vb3Rpk0bzJ49Gy1btgQA+Pr6AgAaN24MmUyG9u3bAwCOHz+OTp06wcXFBfb29ggKCsKJEydK3N57u1I3GAz44IMPULVqVahUKjRq1Ai///67WX1s3rwZHTp0gFarRcOGDXH48GEpzbVr1xASEgJHR0fY2Nigbt26+O233wAA4eHhkMlk2L17N5o2bQqtVovWrVsjMjJSWr40+9fHxwezZ8/GsGHDoNPp4O3tjW3btiE+Ph49evSATqdDgwYN8Pfff5ssd+DAAWk/VqtWDePHj0dGRobFfU9ERERERERERERERETmGBgnKgNjS+WtW7ciJyfHYprjx48DANauXYvY2Fjpc3p6Orp06YLdu3fj5MmTCA4ORkhICK5fvy4tO3z4cNy4cQN79uzBpk2bsGLFCty5c6fEvIsyY8YMvP/++zhx4gQUCgUGDRqEt99+G0uXLsX+/ftx6dIlTJ8+3eKyS5cuRatWrTB69GjExsYiNjYW1apVM0vn6uoKuVyOTZs2Qa/XW8zr2LFjAIBdu3YhNjYWmzdvBgCkpaUhLCwMBw4cwJEjR+Dn54cuXbogLS2tTNu7dOlSLFq0CAsXLsTp06fRuXNndO/eHRcvXjRJ995772HSpEmIiIjAM888g9DQUOTn5wMAXn/9deTk5GDfvn04c+YM5s+fb9Yq/b333sOiRYvw999/Q6FQYOTIkdK80uxfAFiyZAnatGmDkydPomvXrhg6dCiGDRuGIUOG4MSJE6hZsyaGDRsGIQSAgoB7cHAw+vTpg9OnT+OHH37AgQMHMHbsWIt1QURERERERERERERERBYIqlQpKSkCgEhJSTGbl5WVJc6dOyeysrIqoWRUlE2bNglHR0ehVqtF69atxZQpU8SpU6dM0gAQW7ZsKTGvunXrik8//VQIIURkZKQAII4dOybNP3/+vAAglixZUqa8o6OjBQCxevVqadp3330nAIjdu3dL0+bNmyf8/f2lz2FhYaJHjx7S56CgIDFhwoQSt2P58uVCq9UKW1tb0aFDB/HBBx+Iy5cvm5Xn5MmTxeaj1+uFra2t+OWXX6RplrZ3xowZomHDhtJnLy8vMWfOHJM0zZo1E6+99prJ+gvXx7///isAiPPnzwshhKhfv76YOXOmxXLt2bNHABC7du2Spm3fvl0AKPb8LLx/hRDC29tbDBkyRPocGxsrAIhp06ZJ0w4fPiwAiNjYWCGEEKNGjRIvv/yySb779+8Xcrmc14ZHDK/ZREREREREREREREQPV3Gx1nuxxThRGfXp0wcxMTHYtm0bgoODER4ejsDAQKxbt67Y5dLT0zFp0iTUrl0bDg4O0Ol0OH/+vNSi+Pz581AoFGjSpIm0TEBAABwcHMpd1gYNGkj/d3d3BwDUr1/fZFrhFunl9frrr+P27dvYsGEDWrVqhR9//BF169bFzp07i10uLi4Oo0ePhp+fH+zt7WFnZ4f09HSzVtbFSU1NRUxMDNq0aWMyvU2bNjh//rzJtML14enpCQDS9o8fPx6zZ89GmzZtMGPGDJw+fdpsXcUtX9L+tZRHUfukcL6nTp3CunXrpN4KdDodOnfuDIPBgOjo6BLrh4iIiIiIiIiIiIiIiNiVOlG5qNVqdOrUCdOmTcOhQ4cwfPhwzJgxo9hlJk2ahC1btmDu3LnYv38/IiIiUL9+feTm5j6wclpbW0v/l8lkFqcZDIYKWZetrS1CQkIwZ84cnDp1Cs8++yxmz55d7DJhYWGIiIjA0qVLcejQIURERMDZ2fmB1Yml+jBu/0svvYQrV65g6NChOHPmDJo2bYpPP/201MuXdv+WZp8Uzjc9PR2vvPIKIiIipL9Tp07h4sWLqFmz5n3UBhERERERERERERER0dODgXGiClCnTh1kZGRIn62trc3G2z548CCGDx+OXr16oX79+vDw8MDVq1el+QEBAcjPz8c///wjTYuMjERycrJJPpbyflCUSmW51iWTyRAQECDViVKpBACLdTJ+/Hh06dIFdevWhUqlQkJCgkmakrbXzs4OXl5eOHjwoFnederUKVO5q1WrhldffRWbN2/GW2+9hS+++KLUy5a0f8srMDAQ586dQ61atcz+jPVKRERERERERERERERExWNgnKgMEhMT0bFjR3zzzTc4ffo0oqOj8eOPP2LBggXo0aOHlM7Hxwe7d+/G7du3kZSUBADw8/PD5s2bpRa/gwYNMmmt7e/vj+DgYLzyyis4evQo/vnnH7z00kvQaDQmZbCU94Pi4+ODo0eP4urVq0hISLDYujwiIgI9evTApk2bcO7cOVy6dAlr1qzBl19+KdWJm5sbNBoNfv/9d8TFxSElJQVAQZ18/fXXOH/+PI4ePYrBgweXa3snT56M+fPn44cffkBkZCTeffddREREYMKECaXe1okTJ+KPP/5AdHQ0Tpw4gT179qB27dqlXr6k/Vte77zzDg4dOoSxY8ciIiICFy9exM8//4yxY8fed95ERERERERERERERERPCwbGicpAp9OhRYsWWLJkCdq1a4d69eph2rRpGD16NJYvXy6lW7RoEXbu3Ilq1aqhcePGAIDFixfD0dERrVu3RkhICDp37ozAwECT/NeuXQsvLy8EBQWhd+/eePnll+Hm5maSxlLeD8qkSZNgZWWFOnXqwNXV1eLY31WrVoWPjw9mzZqFFi1aIDAwEEuXLsWsWbPw3nvvAQAUCgWWLVuGVatWwcvLSwqYr1mzBklJSQgMDMTQoUMxfvz4cm3v+PHj8eabb+Ktt95C/fr18fvvv2Pbtm3w8/Mr9bbq9Xq8/vrrqF27NoKDg/HMM89gxYoVpV6+NPu3PBo0aIC9e/ciKioKzz77LBo3bozp06fDy8vrvvMmIiIiIiIiIiIiIiJ6WsiEEKKyC/E0S01Nhb29PVJSUmBnZ2cyLzs7G9HR0fD19YVara6kEhIRUWnwmk1ERERERERERERE9HAVF2u9F1uMExERERERERERERERERHRE42BcSIiIiIiIiIiIiIiIiIieqIxME5ERERERERERERERERERE80BsaJiIiIiIiIiIiIiIiIiOiJxsA4ERERERERERERERERERE90RgYJyIiIiIiIiIiIiIiIiKiJxoD40RERERERERERERERERE9ERjYJyIiIiIiIiIiIiIiIiIiJ5oDIwTEREREREREREREREREdETjYFxeuz5+Pjgk08+qdA8Z86ciUaNGgEAGjVqhJkzZ5rMb9++PSZOnPjQy0XFy8zMRJ8+fWBnZweZTIbk5GQA/+2LiIgIyGQyXL16VVrm6tWrkMlkiIiIqJQyP2rKUx+Fz5eKsG7dOjg4ONx3PjKZDFu3bgXA/UxERERERERERERE9LRjYJwqXHx8PMaMGYPq1atDpVLBw8MDnTt3xsGDB6U0hQNWFa2kvNetWweZTFbsX9++fbF7924AwO7duzFp0qQyl+P48eN4+eWXy7sZj6yigqDlCTwOHz4cPXv2rLCyrV+/Hvv378ehQ4cQGxsLe3t7AP/ti3r16iE2NhbVqlWrsHVWlujoaAwaNAheXl5Qq9WoWrUqevTogQsXLgAofyC4WrVqiI2NRb169R5AqYmIiIiIiIiIiIiIiCqHorILQE+ePn36IDc3F+vXr0eNGjUQFxeH3bt3IzExsbKLBgAYMGAAgoODpc+9e/dGvXr18MEHH0jTXF1dYWVlBQBwdnYu13pcXV3vr6BUarm5uVAqlbh8+TJq165tFtQtvC88PDzue316vR4ymQxyeeW8W5SXl4dOnTrB398fmzdvhqenJ27evIkdO3ZIreTLy8rKqkLqiIiIiIiIiIiIiIiI6FHCFuOPESEEMnPzK+VPCFGqMiYnJ2P//v2YP38+OnToAG9vbzRv3hxTpkxB9+7dARR0aw0AvXr1gkwmkz5fvnwZPXr0gLu7O3Q6HZo1a4Zdu3aZ5H/nzh2EhIRAo9HA19cXGzZsMJlfVN6FaTQaeHh4SH9KpRJarVb6/O6776JPnz4my0ycOBHt27c3mZafn4+xY8fC3t4eLi4umDZtmkk93duVukwmw+rVq9GrVy9otVr4+flh27ZtJnlu27YNfn5+UKvV6NChA9avX2/SJTgAHDhwAM8++yw0Gg2qVauG8ePHIyMjw2S9c+fOxciRI2Fra4vq1avj888/N6uHB83YHfYff/yB2rVrQ6fTITg4GLGxsQAKWp6vX78eP//8s9RSPzw8HABw48YN9O/fHw4ODnByckKPHj1Muj83tjSfM2cOvLy84O/vj/bt22PRokXYt28fZDKZtL8s9SDg4OCAdevWmUy7cuUKOnToAK1Wi4YNG+Lw4cNm27Jt2zbUqVMHKpUK169ft9ilfs+ePTF8+HDpc2n2x6FDh9CoUSOo1Wo0bdoUW7duLba197///ovLly9jxYoVaNmyJby9vdGmTRvMnj0bLVu2BAD4+voCABo3bmxSHwCwevVq1K5dG2q1GgEBAVixYoU0796W5uHh4ZDJZNi9ezeaNm0KrVaL1q1bIzIy0mLZgIIW+p06dYKLiwvs7e0RFBSEEydOmKRJTk7GK6+8And3d6jVatSrVw+//vqrSZqijp3SrqMkZ8+exYsvvgidTgd3d3cMHToUCQkJ0nyDwYB58+bB19cXGo0GDRs2xKZNm8q0DiIiIiIiIiIiIiIiejSwxfhjJCtPjzrT/6iUdZ/7oDO0ypIPF51OB51Oh61bt6Jly5ZQqVRmaY4fPw43NzesXbsWwcHBUsvs9PR0dOnSBXPmzIFKpcJXX32FkJAQREZGonr16gAKAqIxMTHYs2cPrK2tMX78eNy5c6fEvB+E9evXY9SoUTh27Bj+/vtvvPzyy6hevTpGjx5d5DKzZs3CggUL8PHHH+PTTz/F4MGDce3aNTg5OSE6Ohp9+/bFhAkT8NJLL+HkyZNmXbhfvnwZwcHBmD17Nr788kvEx8dj7NixGDt2LNauXSulW7RoET788ENMnToVmzZtwpgxYxAUFAR/f/8HVh+WZGZmYuHChfj6668hl8sxZMgQTJo0CRs2bMCkSZNw/vx5pKamSmV3cnJCXl4eOnfujFatWmH//v1QKBSYPXs2goODcfr0aSiVSgAFXdzb2dlh586dAABPT0+8++67OHv2LDZv3iylK6333nsPCxcuhJ+fH9577z2Ehobi0qVLUCgU0rbMnz8fq1evhrOzM9zc3Eqdd3H7IzU1FSEhIejSpQu+/fZbXLt2rcTx611dXSGXy7Fp0yZMnDjR4nF+7NgxNG/eHLt27ULdunWl+tiwYQOmT5+O5cuXo3Hjxjh58iRGjx4NGxsbhIWFFVs/ixYtgqurK1599VWMHDnSZHiEwtLS0hAWFoZPP/0UQggsWrQIXbp0wcWLF2FrawuDwYAXX3wRaWlp+Oabb1CzZk2cO3fOZDuKO3ZKs46SJCcno2PHjnjppZewZMkSZGVl4Z133kH//v3x119/AQDmzZuHb775BitXroSfnx/27duHIUOGwNXVFUFBQSWug4iIiIiIiIiIiIiIHh0MjFOFUigUWLduHUaPHo2VK1ciMDAQQUFBGDhwIBo0aADgv26tHRwcTLpsbtiwIRo2bCh9/vDDD7FlyxZs27YNY8eORVRUFHbs2IFjx46hWbNmAIA1a9agdu3a0jJF5f0gVKtWDUuWLIFMJoO/vz/OnDmDJUuWFBsYHz58OEJDQwEAc+fOxbJly3Ds2DEEBwdj1apV8Pf3x8cffwwA8Pf3x9mzZzFnzhxp+Xnz5mHw4MFS4NTPzw/Lli1DUFAQPvvsM6jVagBAly5d8NprrwEA3nnnHSxZsgR79ux56IHxvLw8rFy5EjVr1gQAjB07VuqyXqfTQaPRICcnx2RfffPNNzAYDFi9ejVkMhkAYO3atXBwcEB4eDheeOEFAICNjQ1Wr15tEgDXarVQKpXl2veTJk1C165dARS8wFC3bl1cunQJAQEB0rasWLHC5BgtreL2x7fffguZTIYvvvgCarUaderUwa1bt4o9jqpUqYJly5bh7bffxqxZs9C0aVN06NABgwcPRo0aNQD8dy44Ozub1MeMGTOwaNEi9O7dG0BBy/Jz585h1apVxQbG58yZIwWD3333XXTt2hXZ2dnSMVdYx44dTT5//vnncHBwwN69e9GtWzfs2rULx44dw/nz5/HMM88AgFRuo+KOndKsoyTGFwPmzp0rTfvyyy9RrVo1REVFwdvbG3PnzsWuXbvQqlUrqYwHDhzAqlWrGBgnesTl6HOglCul7xEiIiIiIiIiIiIiBsYfIxprK5z7oHOlrbu0+vTpg65du2L//v04cuQIduzYgQULFmD16tUmXUzfKz09HTNnzsT27dsRGxuL/Px8ZGVl4fr16wCA8+fPQ6FQoEmTJtIyAQEBcHBwKO9m3ZeWLVuaPHBv1aoVFi1aBL1eX2RLdePLAUBBYNfOzk5q8R4ZGSkF/I2aN29u8vnUqVM4ffq0SRfyQggYDAZER0dLLwkUXo9MJoOHh4dJy/rCNmzYgFdeecVs+o4dO/Dss89aXKa0tFqtFNgEClp1F1UOo1OnTuHSpUtmrX6zs7Nx+fJl6XP9+vXL3Cq8OIXrzNPTE0BB1/3GwLhSqTRJU968790fkZGRaNCggUmA+d79bsnrr7+OYcOGITw8HEeOHMGPP/6IuXPnYtu2bejUqZPFZTIyMnD58mWMGjXKJPCen58Pe3v7Um9D4fox9uZQWFxcHN5//32Eh4fjzp070Ov1yMzMlM7liIgIVK1aVQqKW1LSsVPSOkpy6tQp7NmzBzqdzmze5cuXkZeXh8zMTLO6zM3NRePGjUu1DiJ6+LLzsxGTEYPb6bdho7SBu9YdjmpHqKzMe7AhIiIiIiIiIiKipwsD448RmUxWqu7MHwVqtRqdOnVCp06dMG3aNLz00kuYMWNGsYHxSZMmYefOnVi4cCFq1aoFjUaDvn37Ijc39+EVHIBcLjcbUz0vL69C8ra2tjb5LJPJYDAYSr18eno6XnnlFYwfP95sXuEAZVnW0717d7Ro0cJsepUqVSymt7OzQ0pKitl04zjohQOslspR0nj16enpaNKkidn48cB/raCBghcLSsPSOi3tz8JlNb7wULjONBqNWcvD0h4r97vfi2Jra4uQkBCEhIRg9uzZ6Ny5M2bPnl1kYDw9PR0A8MUXX5jt85KGHSipfgoLCwtDYmIili5dCm9vb6hUKrRq1Uo6lzUaTYnbVtKxU9I6SpKeno6QkBDMnz/fbJ6npyfOnj0LANi+fbvZuWBpiAgiqlz5hnzEZ8bjeup1pOWlwVZpi5ScFCRkJkBrrYWbxg0uWhfYKm0hl8kru7hERERERERERERUCR6PKCs99urUqYOtW7dKn62traHX603SHDx4EMOHD0evXr0AFASurl69Ks0PCAhAfn4+/vnnH6lldWRkpBSQLS7vsnB1dZWCYkYRERFmgbqjR4+afD5y5Aj8/PzKPa65v78/fvvtN5Npx48fN/kcGBiIc+fOoVatWuVahyW2tralGpPZyN/fHzdv3kRcXBzc3d2l6SdOnIBarbbYgrgoSqXSbF8FBgbihx9+gJubG+zs7EqdV1FcXV0RGxsrfb548SIyMzPvO19Leev1epw9exYdOnQodR7+/v745ptvkJOTIwVc793vpSGTyRAQEIBDhw4BgNSavnD9uru7w8vLC1euXMHgwYPLvI7SOnjwIFasWIEuXboAAG7cuIGEhARpfoMGDXDz5k1ERUUV22r8ftZRksDAQPz000/w8fGRxpEvrE6dOlCpVLh+/Tq7TSd6hAkhkJidiJtpN5GQVRAE97DxgEwmgw46GIQBmXmZuJp6FTfTb8JeZQ8PGw84qBygVpgPBUFERERERERERPQgZOdnIzU3FUnZSXDVusJJ7VTZRXoqsckMVajExER07NgR33zzDU6fPo3o6Gj8+OOPWLBgAXr06CGl8/Hxwe7du3H79m0kJSUBKBgve/PmzYiIiMCpU6cwaNAgkxap/v7+CA4OxiuvvIKjR4/in3/+wUsvvWTW+tRS3mXRsWNH/P333/jqq69w8eJFzJgxwyxQDgDXr1/Hm2++icjISHz33Xf49NNPMWHChDKvz+iVV17BhQsX8M477yAqKgobN27EunXrAPzXQvedd97BoUOHMHbsWERERODixYv4+eefMXbs2HKvt6w6d+4Mf39/hIaG4tChQ7hy5Qo2bdqE999/HxMmTCjTiwE+Pj44ffo0IiMjkZCQgLy8PAwePBguLi7o0aMH9u/fj+joaISHh2P8+PG4efNmmcvbsWNHLF++HCdPnsTff/+NV1991ewlh/Lq2LEjtm/fju3bt+PChQsYM2aM2YsaJTEe5y+//DLOnz+PP/74AwsXLgSAIsfGjYiIQI8ePbBp0yacO3cOly5dwpo1a/Dll19K55mbmxs0Gg1+//13xMXFSa38Z82ahXnz5mHZsmWIiorCmTNnsHbtWixevLj8FXEPPz8/fP311zh//jyOHj2KwYMHm5ynQUFBaNeuHfr06YOdO3ciOjoaO3bswO+//15h6yjJ66+/jrt37yI0NBTHjx/H5cuX8ccff2DEiBHQ6/WwtbXFpEmT8MYbb2D9+vW4fPkyTpw4gU8//RTr168vU30Q0YORlpuGyKRInIk/g5TcFLhp3WCvsje5dsplcuiUOnjoPGCvskdabhr+TfgXJ+JO4FLSJSRlJ8Eg7r8HDyIiIiIiIiIiontl5WchLiMOFxIv4J+4f3A6/jSupFxBdn52ZRftqcXAOFUonU6HFi1aYMmSJWjXrh3q1auHadOmYfTo0Vi+fLmUbtGiRdi5cyeqVasmjde7ePFiODo6onXr1ggJCUHnzp0RGBhokv/atWvh5eWFoKAg9O7dGy+//DLc3NxM0ljKuyw6d+6MadOm4e2330azZs2QlpaGYcOGmaUbNmwYsrKy0Lx5c7z++uuYMGECXn755TKvz8jX1xebNm3C5s2b0aBBA3z22Wd47733APzXdXODBg2wd+9eREVF4dlnn0Xjxo0xffp0eHl5lXu9ZaVQKPDnn3+ievXqCA0NRb169TBjxgxMmDABH374YZnyGj16NPz9/dG0aVO4urri4MGD0Gq12LdvH6pXr47evXujdu3aGDVqFLKzs8vVgnzRokWoVq0ann32WQwaNAiTJk2CVqstcz6WjBw5EmFhYRg2bBiCgoJQo0aNMrUWBwq6pv/ll18QERGBRo0a4b333sP06dMBwGTc8cKqVq0KHx8fzJo1Cy1atEBgYCCWLl2KWbNmSceMQqHAsmXLsGrVKnh5eUkB85deegmrV6/G2rVrUb9+fQQFBWHdunXw9fW9j5owtWbNGiQlJSEwMBBDhw7F+PHjzc7Tn376Cc2aNUNoaCjq1KmDt99+u0w9PZRmHcXx8vLCwYMHodfr8cILL6B+/fqYOHEiHBwcIJcXfDV++OGHmDZtGubNm4fatWsjODgY27dvr9C6IqKyy9Hn4GrKVZyOP41babfgoHaAi8YFVvIShoSwsoaTxgnuNu5QWClwPfU6Iu5E4HT8acSmxyIrP+shbQERERERERERET2pjMHw84nncSLuBM4knEFsZiyUVkp42HhAJedQnZVJJkoa8JceqNTUVNjb2yMlJcUs6JednY3o6Gj4+voWGSCjJ9ucOXOwcuVK3Lhxo7KLQg/Rhg0bMGLECKSkpJSpFTRVLl6ziR4svUGP+KyCccRTc1Nhp7KDjbXNfeWZb8hHam4qcvJyoLHWwFXrCheNC+yV9iUG2omIiIiIiIiIiAAgMy8TqbmpSMxKRHJOMrLzs2Elt4KNtQ00Co1JD4dx6XEIcA6Al+7hNXh80hUXa70XxxgneoSsWLECzZo1g7OzMw4ePIiPP/74oXaTTpXjq6++Qo0aNVClShWcOnUK77zzDvr378+gOBERCsYRT8pJws20m4jPjIdaoYa7jTvksvvv+EghV8BJ7QShEsjKz8LNtJu4lXYLdko7eOg84KhyhNa6YnoZISIiIiIiIiKiJ4elYLjCSgGtQms23B89OhgYJ3qEXLx4EbNnz8bdu3dRvXp1vPXWW5gyZUplF4sesNu3b2P69Om4ffs2PD090a9fP8yZM6eyi0VEVOky8jJwM+0mbmfchgEGuGhdoJBX/O2rTCaD1loLrbUW+YZ8pOWm4XzieWgUGrhoXApakavsH8i6iYiIiIiIiIjo8WAMhidkJSAlJ0UKhttY2zAY/phgV+qVjF2pExE9GXjNJqo4ufpc3M64jRtpN5Cdnw0HtQPUiod/XmXmZSI9Nx0AYKu0hYeNBxzVjvfdhTsRERERERERET36hBDIzM9Eas7/B8NzU5Cdlw1rhTV01jqorFRlDoazK/WKx67UiYiIiOixYxAGxGfG40baDSRnJ8NWZQsPnUellcfYilxv0CMtLw0X7l6AWqGGs9oZrlpX2KvsYS23rrTyERERERERERFRxSocDI/Pikdqbipy8nOgsFJAZ62Do9qxsotI94GBcSIiIiKqdMnZybiZfhN3Mu/A2soa7rqKGUe8IljJreCgcoCDygFZ+Vm4nXkbsRmxBa3ItQWtyHVKXWUXk4iIiIiIiIiIykEIgYy8DKTm/n8wPCcVOfocKK2UsLG2YTD8CcLAOBERERFVmsy8TMSkxyAmIwZ6gx7OGudHeixvjUIDjUIDvUGP9Lx0RCZFQmWlgpPaCW5aNzioHdiKnIiIiIiIiIjoEVc4GH4n8w5Sc1ORq8+FykoFrbUWThqnyi4iPQCP7lNHIiIiInpi5RnycDv9Nm6m30RmXmaljSNeXlZyK9ir7GGvskd2fjbis+JxO+M2dEodPLQecNI4QWetK/M4U0RERERERERE9GAIIZCel17QMjwz3iQYrlMWjBlOTzYGxomIiIjooTEIAxKzEnEj7QbuZt+FjdIG7jbuj3UAWa1QQ61QwyAMSM9Nx6XkS7BOs5ZakTuqHGFtxVbkREREREREREQPm0EYCoLhOalIyEr4LxiuUMFWaQullbKyi0gPEQPjRERERPRQpOSk4GZawTjiVnIruNs8OuOIVwS5TA47lR3sVHbI0ecgMTsRcRlx0Fnr4GbjBie1E+yUdo/1SwBERERERERERI+6wsHw+Mx4pOWlMRhOAIAn50kkPbV8fHzwySefVHYxTMhkMmzduvWBrmPmzJlo1KjRA13Hg3L16lXIZDJEREQ8kPyHDx+Onj17PpC8Hxf79u1Dq1atoNPpUKNGDfzvf/+r7CIR0VMsKz8LV5Kv4HT8acRlxsFR7QhnjfMTFRS/l8pKBReNC9xs3CBkAleSryDiTgTOJJzB7YzbyNHnVHYRiYiIiIiIiIieGAZhQEpOCm6k3kDEnQicjDuJC3cvICM/A7ZKW3jqPOGkdmJQ/Cn35D6NpEoTHx+PMWPGoHr16lCpVPDw8EDnzp1x8OBBKc2DDByXNu970+Xl5SE0NBRVqlTB2bNnH0jZnjQzZ86ETCYz+wsICKjUci1duhTr1q2r1DKURXh4OGQyGZKTkyskv4SEBHTv3h1NmjRBREQEVqxYgffeew/79u2rkPyJiEor35CPmPQYnL5zGldSrkCtUMPdxv2p6lZcLpPDVmkLD50H7FR2SMpJwtmEszgZdxJXUq4gJScFBmGo7GISERERERERET12CgfDT8adRMSdCEQlRSErPwt2Kjt46jzhqHZkMJwk7EqdKlyfPn2Qm5uL9evXo0aNGoiLi8Pu3buRmJhY2UUrUmZmJvr06YOLFy/iwIED8PX1LVc+ubm5UCrv7wKbl5cHa+vHJ2BQt25d7Nq1y2SaQlH0pSU3N/eBlUWv10Mmk8He3v6BraMylfb4Onz4MNLT07Fo0SKoVCqo1WrUqVMHv//+O9q1a/cQSkpETzshBBKzE3Ez7SYSshKgtdbCw8bjqe9CXGmlhIvGBQZhQGZeJqKTo3FDfgP2Knt42HjAQeUAtUJd2cUkIiIiIiIiInpk6Q16pOelIyUnBfGZ8UjPS0e+IR9qhRr2KvunqkEGlR1bjD9OhAByMyrnT4hSFTE5ORn79+/H/Pnz0aFDB3h7e6N58+aYMmUKunfvDqCg63MA6NWrF2QymfT58uXL6NGjB9zd3aHT6dCsWTOzgOudO3cQEhICjUYDX19fbNiwwWR+UXmXVOZOnTohJibGJCiemJgotSDXarWoX78+vvvuO5Nl27dvj7Fjx2LixIlwcXFB586dzfLPzc3F2LFj4enpCbVaDW9vb8ybN0+aL5PJ8Nlnn6F79+6wsbHBnDlzsG7dOjg4OJjks3XrVosBha+//ho+Pj6wt7fHwIEDkZaWJs0zGAyYN28efH19odFo0LBhQ2zatKnEOikLhUIBDw8Pkz8XFxdpvo+PDz788EMMGzYMdnZ2ePnll6V5Fy5cQOvWraFWq1GvXj3s3btXmmdsRb19+3Y0aNAAarUaLVu2NGnNb6ynbdu2oU6dOlCpVLh+/bpZV+rt27fH+PHj8fbbb8PJyQkeHh6YOXOmST6WWr4XTrN69WrUrl0barUaAQEBWLFihTTP2DX85s2b0aFDB2i1WjRs2BCHDx+W0ly7dg0hISFwdHSEjY0N6tati99++w1Xr15Fhw4dAACOjo6QyWQYPny4VG5Lx9fixYtRv3592NjYoFq1anjttdeQnp4urSsxMRE6nQ4qlQp79uxBYGAg+vfvj2HDhpnsu+K2iYiovNJy0xCZFIkz8WeQkpsCN60b7FX2T31QvDC5TA6dUie1Ik/NTS1oRX7nJC4lXUJydjJbkRMRERERERER/T+9QY/k7GRcS7mGk3dOSs9Qsg3ZcFA7wEPnAQe1A4PiVCK2GH+c5GUCc70qZ91TYwClTYnJdDoddDodtm7dipYtW0KlUpmlOX78ONzc3LB27VoEBwfDysoKAJCeno4uXbpgzpw5UKlU+OqrrxASEoLIyEhUr14dQMHY0TExMdizZw+sra0xfvx43Llzp8S8i3L79m0EBQVBp9Nh7969JsHo7OxsNGnSBO+88w7s7Oywfft2DB06FDVr1kTz5s2ldOvXr8eYMWNMuoovbNmyZdi2bRs2btyI6tWr48aNG7hx44ZJmpkzZ+Kjjz7CJ598AoVCgb/++qv4iv5/ly9fxtatW/Hrr78iKSkJ/fv3x0cffYQ5c+YAAObNm4dvvvkGK1euhJ+fH/bt24chQ4bA1dUVQUFBpVpHRVi4cCGmT5+OGTNmmEyfPHkyPvnkE9SpUweLFy9GSEgIoqOj4ezsbJJm6dKl8PDwwNSpUxESEoKoqCipVX1mZibmz5+P1atXw9nZGW5ubhbLsH79erz55ps4evQoDh8+jOHDh6NNmzbo1KkTBgwYgODgYClteHg4hg4dijZt2gAANmzYgOnTp2P58uVo3LgxTp48idGjR8PGxgZhYWHScu+99x4WLlwIPz8/vPfeewgNDcWlS5egUCjw+uuvIzc3F/v27YONjQ3OnTsHnU6HatWq4aeffkKfPn0QGRkJOzs7aDQak3Lfe3zJ5XIsW7YMvr6+uHLlCl577TW8/fbbFgPby5Ytw8CBAzFx4kST6aXdJiKi0srR5yAmPQYx6THIzs+Gk4ZjNpWG0koJZ40zhBDIyMvA9dTruJl+Ew4qB7hr3eGgdoBGoSk5IyIiIiIieqoYhAEGYYCAgBDC5LP0fyFgQKH/F05faHq+yIfeoIfBYEA+/v//wgC9QQ8AsFXZwk5pB41CA61Cy8ATET0U+YZ8pOf+f8vwrIKW4Xqhh1qhhqPaEQo5Q5xUdjxqqEIpFAqsW7cOo0ePxsqVKxEYGIigoCAMHDgQDRo0AAC4uroCABwcHODh4SEt27BhQzRs2FD6/OGHH2LLli3Ytm0bxo4di6ioKOzYsQPHjh1Ds2bNAABr1qxB7dq1pWWKyrsoEyZMQI0aNbBz505otVqTeVWqVMGkSZOkz+PGjcMff/yBjRs3mgTG/fz8sGDBgiLXcf36dfj5+aFt27aQyWTw9vY2SzNo0CCMGDGixPLey2AwYN26dbC1tQUADB06FLt378acOXOQk5ODuXPnYteuXWjVqhUAoEaNGjhw4ABWrVpVYYHxM2fOQKfTmUwbMmQIVq5cKX3u2LEj3nrrLenz1atXAQBjx45Fnz59AACfffYZfv/9d6xZswZvv/22lHbGjBno1KkTgIIgcdWqVbFlyxb0798fQEHX8ytWrDA5dixp0KCBFJj38/PD8uXLsXv3bnTq1AkajUYKRl++fBmvv/465s6dK613xowZWLRoEXr37g0A8PX1xblz57Bq1SqTIPKkSZPQtWtXAMCsWbNQt25dXLp0CQEBAbh+/Tr69OmD+vXrAyjYF0ZOTk4AADc3N7OeAiwdX4WD3D4+Ppg9ezZeffVVi4FxJycn7Ny5E7du3UKVKlVM6rU020REVBK9QY/4rHhcT72O1NxU2Kns4KB2qOxiPXZkMhl0Sh10Sh3yDflIzU1FQkICNNYauGpd4aJxgb3SHlby4l/6IyIiIiKiyiMFqGEwC1Ybg9GlDWLrhR56g77gX/H/QWuRXxCwFgWBawhIywAwWZcx74KCAUImpP8DAGT//39ZQa9WMhT0oCiH/L8eFVHQ81dqeiquG65DIVdAbaWGrdIW9ip7aK210Cg0UFup2UsYEVWIfEM+0nLTkJyTjISsBKTnpsMAAzQKDYPhVCF4BD1OrLUFLbcra92l1KdPH3Tt2hX79+/HkSNHsGPHDixYsACrV6+Wuoi2JD09HTNnzsT27dsRGxuL/Px8ZGVl4fr16wCA8+fPQ6FQoEmTJtIyAQEBZoHEsujWrRu2bt2KVatW4Y033jCZp9frMXfuXGzcuBG3bt1Cbm4ucnJyzALohctjyfDhw9GpUyf4+/sjODgY3bp1wwsvvGCSpmnTpuUqv4+PjxQUBwBPT0+pBf2lS5eQmZkpBXeNcnNz0bhxY4v5zZ07F3PnzjWbfu7cOanV/r38/f2xbds2k2l2dnYmn4vaPmPAHih4qaJp06Y4f/58kWmcnJzg7+9vkkapVEovXRTn3jSF68ooJSUF3bp1Q9euXTF58mQAQEZGBi5fvoxRo0Zh9OjRUtr8/HyzscwLr8PT0xNAQff/AQEBGD9+PMaMGYM///wTzz//PPr06VOqcls6vnbt2oV58+bhwoULSE1NRX5+PrKzs5GZmWl2fM6dOxc9e/ZE/fr1sX79eoSEhJRpm4iIiiKEQFJOEm6k3UB8Zjw0Cg3HEa8gCrkCTmonCJVAVn4WbqbdxM20glbkxrHItWW4NyMiIiIiepoVDhJbakFdZBDbQuDaGKzORz4MBoMUuDag4P/GvExaZxdad+H/AwBkKAg+/3+A2lhe43SZTFZk0FoOOWRyGRRQSEFsk7SF/l9R8g35yNHnIDE7EXEZcYAMUFmpYGNtA3uVPXTWOmgUGmgUGr7US0SlVjgYbhwzXAgBrbUWThonBsOpQvFoepzIZKXqzvxRoFar0alTJ3Tq1AnTpk3DSy+9hBkzZhQbGJ80aRJ27tyJhQsXolatWtBoNOjbty9yc3MfWDmHDh2K7t27Y+TIkRBC4M0335Tmffzxx1i6dCk++eQTaTzniRMnmpXHxqb4fRIYGIjo6Gjs2LEDu3btQv/+/fH888+bjPV9bx5yufy/G+T/l5eXZ5a3sTtxI5lMBoOh4E1Q45jT27dvN2kpDMBiF/cA8Oqrr0otsQvz8iq6C3+lUolatWoVOR8ouY7uh0ajKdUNfnF1BRS8CDFgwADY2dnh888/l6Yb6/GLL75AixYtTPK4t6v+wuswlsm4jpdeegmdO3fG9u3b8eeff2LevHlYtGgRxo0bV2y57627q1evolu3bhgzZgzmzJkDJycnHDhwAKNGjUJubq5ZYNzd3R0HDx7E3Llz0atXLxw8eBA+Pj6l3iYiIksy8jJwM+0mbmfchgEGuGpd+SPlAZDJZNBaa6G11ko/Es8lnoNGoYGLxqWgFbnKnnVPRERERI+lwgFnkwB0BXcFrofeLFhtXL9JEFyIglbVoiAoLfD/AWohk4LWAKQgtMVA9f/Ps5JbQSFTmAWrCwetH0cKuQIKuQI21gXPqwzCgFx9LjLyMnA3+y4MwgCllRJqhRoOKgd2v05ERcoz5JkEwzPyMqRguLPGmc866IHhkUUPRZ06dbB161bps7W1NfR6vUmagwcPYvjw4ejVqxeAgoCkscttoKB1eH5+Pv755x+pK/XIyEgkJyeb5GMp7+KEhYVBLpdjxIgRMBgMUvfpBw8eRI8ePTBkyBAABQHOqKgo1KlTp9R5G9nZ2WHAgAEYMGAA+vbti+DgYNy9e1fqQvterq6uSEtLQ0ZGhhQYjYiIKNM669SpA5VKhevXr5e623QnJ6ciy/QgHDlyBO3atQMAad+OHTvWLI2xtXpSUhKioqJMus+vKG+88QbOnDmDv//+G2q1Wpru7u4OLy8vXLlyBYMHD76vdVSrVg2vvvoqXn31VUyZMgVffPEFxo0bB6WyYAze0hy3//zzDwwGAxYtWgS5vOBH1MaNG4tdRi6X4/3338cXX3yBvXv3okWLFhW2TUT0dMnV5+J2xm3cSLuBbH02HNWOUFlZftmKKpZCroCj2hFCFLQiN47nbqu0hYeNBxzVjtLDKSIiIiKi8qrIrsDzxf+3qi5nV+CFg9j30xW4cZpcLocVrArSWmhhXdGtq58GcpkcaoUaasV/z9Jy9bnI1mfjVvoti92vaxQaaK217H6d6CmUZ8hDak4qkrOTkZCdgMy8TAghoFEWNABgTxP0MDAwThUqMTER/fr1w8iRI9GgQQPY2tri77//xoIFC9CjRw8pnY+PD3bv3o02bdpApVLB0dERfn5+2Lx5M0JCQiCTyTBt2jSTFr3GrshfeeUVfPbZZ1AoFJg4caI0NnRxeZdk6NChkMvlCAsLgxACkydPhp+fHzZt2oRDhw7B0dERixcvRlxcXJkD44sXL4anpycaN24MuVyOH3/8ER4eHsV2Ad+iRQtotVpMnToV48ePx9GjR7Fu3boyrdfW1haTJk3CG2+8AYPBgLZt2yIlJQUHDx6EnZ1dhY0jnZ+fj9u3b5tMk8lkcHd3L3HZ//3vf/Dz80Pt2rWxZMkSJCUlYeTIkSZpPvjgAzg7O8Pd3R3vvfceXFxc0LNnzwopu9HatWuxYsUKbNmyBTKZTNoenU4HnU6HWbNmYfz48bC3t0dwcDBycnLw999/IykpyaSXgeJMnDgRL774Ip555hkkJSVhz549UoDf29sbMpkMv/76K7p06QKNRmM2brtRrVq1kJeXh08//RQhISE4ePCgyXjuhV26dAk3btxAzZo18c8//yA2NhaNGjUCgArZJiJ6eugNeiRkJeBG2g0k5yQXBGPVHpVdrKfSva3I03PTceHuBWgUGjirneGidYGDyoFvVhMRERE9QR5mV+B6oZfW+SR2BU4PntJKCaWVEnbKgqEWi+p+XavQwkHtABtrG2gVWna/TvSEytPnITXXNBgOAGprNZw1zjzv6aHjEzOqUDqdDi1atMCSJUtw+fJl5OXloVq1ahg9ejSmTp0qpVu0aBHefPNNfPHFF6hSpQquXr2KxYsXY+TIkWjdujVcXFzwzjvvIDU11ST/tWvX4qWXXkJQUBDc3d0xe/ZsTJs2zSSNpbxLY/DgwZDL5Rg6dCgMBgPef/99XLlyBZ07d4ZWq8XLL7+Mnj17IiUlpUx1YmtriwULFuDixYuwsrJCs2bN8Ntvv0mtfS1xcnLCN998g8mTJ+OLL77Ac889h5kzZ+Lll18u07o//PBDuLq6Yt68ebhy5QocHBwQGBhosi/u17///iuNp22kUqmQnZ1d4rIfffQRPvroI0RERKBWrVrYtm0bXFxczNJMmDABFy9eRKNGjfDLL79ILawryt69e6HX69G9e3eT6TNmzMDMmTPx0ksvQavV4uOPP8bkyZNhY2OD+vXrY+LEiaVeh16vx+uvv46bN2/Czs4OwcHBWLJkCQCgSpUqmDVrFt59912MGDECw4YNK/JFiIYNG2Lx4sWYP38+pkyZgnbt2mHevHkYNmyYWdqEhASMHDkSMTEx8PLywrx586Tx7Stim4jo6ZCcnYyb6TdxJ/MOrK2s4W7j/th2+/ekUcgVcFA7wAEOyMrPQmxmLGIy/r8VubagFblOaflFKyIiIiKqPLn6XCRmJUoBboPBAD30D7QrcAEhBZif5q7A6eErqvv1zPxMJKUkQUDAWm4NtUINe5U97KztCl4GZvfrRI+tPH0eUnJTkJydjMSsRGTkZwAAtNZauGhd+B1ClUom7h3ImB6q1NRU2NvbIyUlBXZ2dibzsrOzER0dDV9fX5OunYmeBuHh4ejQoQOSkpKKbV1P9KjgNZueNJl5mbiVfguxGbEwCAMc1Y5shfwY0Bv0SM9LR2ZeJlRWKjhrnOGqcYWD2gHWcj5UIiIiIqps2fnZiEqKwp2MO5DJZWXqCtykVTW7AqcniLH79ez8bOgNeqn7dZ21DvZqe2gVWna/TvSIy9XnIjU3FUnZSVIwXAZZQa8Q1loGwwuJS49DgHMAvHRelV2UJ0ZxsdZ78ekmEREREUny9Hm4nXEbN9NvIjMvEw5qB5Px4ujRZiW3gr3KHvYqe2TnZyMuMw63M25DZ62TxiLXWev4MImIiIioEmTmZeJi0kUkZCXAzcaN3ccS/b97u1/XG/TI1mfjbs5dxGXGQSaTQWWlgkahgYPaATprHbtfJ3oEGIPhd7Pv4m7WXWTmF3STbmNtAzetG4Ph9EhiYJyIiIiIYBAGJGYl4kbaDdzNvgsbpQ3cbdwZQH2MqRVqqBVqGIQB6bnpuJh0EdZW1nBWO8NV6wpHlSO7JiQiIiJ6SDLyMhB1Nwp3c+7CzYbBAqLiWMmtYCO3Met+PSs/C8kpyabdryvtYadk9+tED0uOPgepOf8fDM++i8y8TMhlcmittXDVuvL7jR55DIwT0SOpffv24EgPREQPR0pOCm6mFYwjbiW34jjiTxi5TA47lR3sVHbI0ecgITsBsRmxsFXawk3rBmeNM2ytbfkSBBEREdEDkp6bjsi7kUjOSWZQnKgc5DK59OKvkbH79ZiMGNxIu8Hu14keIIvBcLm8oGU4v9foMcPAOBEREdFTKis/CzFpMYjJiEGeIQ9Oaie+Xf+EU1mpoNKoClqR56XjSvIV3Ei7AUeVI9y0bnBUO0JppazsYhIRERE9MVJzUxF5NxJpuWkMHhBVIHa/TvRgZednm3STnpWfxWA4PREYGCciIiJ6yuQZ8hCfGY8bqTeQlpcGe5U9nKydKrtY9BDJZXLYKe1gp7RDrj5Xeniks9bBzcYNzmpn2Cnt2LKCiIiI6D6k5KQg8m4kMvIy4KZ1470V0QNU2u7XVVYqOKgc2P06kQVZ+VlIzUlFUnYSErMTkZWfBSu5FXTWOtip+IyAngwMjBMRERE9JYQQSMxOxM20m0jISoDWWgsPGw/+sHnKKa2UcNG4wCAMyMzLRHRKNG6k3oCD2gHuWnc4qh2hslJVdjGJiIiIHit3s+8i6m4UsvXZcNW68p6b6CErqfv1m2k3YSW3gspKBZ21Dg5qB3a/Tk8lYzDc2E164WC4vcqe5wI9cRgYJyIiInoKpOWm4WbaTcRlxEEml8FN68bu48iEXCaHTqmDTqlDrj4XKTkpSMgseIHCTVMwFrmdyo7dpRERERGVICErAVF3o5An8uCqda3s4hDR/yuq+/WknCTcyboDGdj9Oj0dMvMykZqbisSsRCTnJCM7P7ug1wVrGwbD6YnHwDgRERHREyxHn4OY9BjEpMcgJz8HjhqOIU0lU1op4axxhhACGXkZuJZ6DTfSb8BBVdCK3EHtAI1CU9nFJCIiInrkxGfGIyopCgZhgIvGpbKLQ0TFYPfr9DSxFAxXWCkYDKenDgPjRERERE+gfEM+ErIScD31OlJzU2GnsoOD2qGyi0WPGZlMJrUiz9PnIS03DYlZidAoNHDRusBV4wo7pR1bTxAREREBuJ1xGxeTLkIuk8NJ41TZxSGiMiqu+/XYjFjcTLsppWH36/Q4MAbDE7ISkJKTwmA4EQD2g0iPPR8fH3zyySeVXQxcvXoVMpkMERERAIDw8HDIZDIkJydXarkepnvroKzu3ZcymQxbt261mPf91u/w4cPRs2dPAICDgwPWrVtX6mWfxn1LRI8PIQTuZt/Fv4n/4t+Ef5En8uBh4yG9Af8kS8xKxJoza7D478U4eOsgcvW5lV2kJ4q1lTWcNE5wt3GHwkqBm2k3EXEnAqfiTyEmPQaZeZmVXUQiIiKiShObHovIu5GwklvxhVSiJ4ix63VXrSs8dB5w1jjDSm6F5JxkRCVFISI+AifiTuDknZO4knIFdzLvID03HXqDvrKLTk8hY69vsemxOBN/BifunMDZ+LNIzE6EWqGGu407XDQu0Cg0DIrTU4stxqnCxcfHY/r06di+fTvi4uLg6OiIhg0bYvr06WjTpg2AgoDnli1bpMBkRSpt3pYu/G3atMGBAwfKtd5q1aohNjYWLi6PfzdZv//+O1588UXExsbCw8NDmu7p6QmVSoWrV69K065evQpfX1/s2rUL7du3v686OH78OGxsLAduKrp+ly5dCiEEACAqKgq2trYVki8RUWVKz03HrfRbuJ1xGwICLloXKORP/u1ejj4Hv17+Fdsub0OOPgcAcOz2MWgUGrT0bIl2VdshwCmAP/oqiEwmg411QXeD+YZ8pOWm4VziuYJW5BoXuGhc4KByYCtyIiIieioIIXAr/RYuJV+CSqGSxi4moifTvd2vCyGQo89Blv7/u18XAtZW5t2vaxQaDmtGD4QQApn5mUjNSUV8VjxSc1ORk58DhZUCOmsdHNWOlV1EokfKk/+klB66Pn36IDc3F+vXr0eNGjUQFxeH3bt3IzExsbKLZmbt2rUIDg6WPiuVlm9O8vLyYG1d/LgxVlZWJkHkByU3N7fIclaUtm3bQqFQIDw8HAMHDgQAnD9/HllZWcjMzMTVq1fh4+MDANizZw9UKhXatGlz33Xg6upa5LyKqF+9Xg+ZTAa5XA57e3tpupub233lS0RU2XL1ubidcRs30m4gW58NR7UjVFaqyi7WAyeEwMGYg/j2/Le4m30XAODv6I8A5wAcvHUQCVkJ2HNjD/bc2AM3rRuerfIsnq36LDxsHvz39dNCIVfAUe0IIQSy8rNwK/0WYtJjYKe0g4fOA44qR2ittZVdTCIiIqIHQgiBG2k3cDn5MrTWWuiUusouEhE9ZDKZ7L/u1///Z3iuPhc5+hzEZsTiRtoNWMms2P06VShjy/DU3P8PhuekIkefA6WVEjbWNgyGExWDXak/RoQQyMzLrJQ/Y8vakiQnJ2P//v2YP38+OnToAG9vbzRv3hxTpkxB9+7dAUAKqPbq1QsymUz6fPnyZfTo0QPu7u7Q6XRo1qwZdu3aZZL/nTt3EBISAo1GA19fX2zYsMFkflF5F8XBwQEeHh7Sn5OTk9Rl9w8//ICgoCCo1WppPatXr0bt2rWhVqsREBCAFStWSHkV1Y34wYMH0aBBA6jVarRs2RJnz56V5s2cORONGjUySf/JJ5+YlNvY5fecOXPg5eUFf39/AMChQ4fQqFEjqNVqNG3aFFu3br2vbswLM9Z/eHi4NC08PBxt27ZFmzZtzKa3bNkSarXarA6aNm2KhQsXSml79uwJa2trpKenAwBu3rwJmUyGS5cuASi+W/zy1O+6devg4OCAbdu2oU6dOlCpVLh+/Trat2+PiRMnmuTTs2dPDB8+XPqck5ODd955B9WqVYNKpUKtWrWwZs0ai2XLzMzEiy++iDZt2kjdqxd3rBARVRS9QY+4jDicij+FqKQoKOQKeNh4PBVB8YtJFzH94HQsP7kcd7PvwkXjggmBEzCz9UyEBoRiWcdlmN5qOtpXaw+1lRp3Mu/gp4s/YeKeiZhxcAZ2X9uNjLyMyt6MJ4ZMJoPWWgt3G3c4aZyQrc/G+cTzOHnnJC7cvYCErATkG/Iru5hEREREFcYgDLiaehWXki9Bp9QxKE5EEqWVErZKW7hqXeGp84SzxhkKuYLdr9N9EUIgPTcdMekxOBV/CifvnMS5xHNIzUmFjdJGOtbUCnVlF5XokcYW44+RrPwstPi2RaWs++igo6Vq7aPT6aDT6bB161a0bNkSKpX5g/njx4/Dzc1Naq1tZVXQzWZ6ejq6dOmCOXPmQKVS4auvvkJISAgiIyNRvXp1AAVB4piYGOzZswfW1tYYP3487ty5U2Le5fHuu+9i0aJFaNy4sRQcnz59OpYvX47GjRvj5MmTGD16NGxsbBAWFlZkPpMnT8bSpUvh4eGBqVOnIiQkBFFRUSW2QC9s9+7dsLOzw86dOwEAqampCAkJQZcuXfDtt9/i2rVrZoHe+9WhQwds2rRJ+rxnzx60b98eer0ee/bskYLI4eHhGDlypMU8goKCEB4ejkmTJkEIgf3798PBwQEHDhxAcHAw9u7diypVqqBWrVrlLmdJ9ZuZmYn58+dj9erVcHZ2LnXr8GHDhuHw4cNYtmwZGjZsiOjoaCQkJJilS05ORteuXaHT6bBz505otdpyHytERGWRlJ2Em2k3EZ8VD6WVEu427pDLnvx3HhOzEvHdhe9w4FbB0CcqKxV61uqJrjW6mnRLJ5fJUce5Duo418GIeiNw/PZx7Lu5D2fizyAyKRKRSZFY9+86NHFvgqCqQWjg2oBdf1cQhVwBB7UDHOCArPws3M64LbUid9cWBM6fhjHviYiI6MmlN+hxLe0aopOjYa+2h0ahqewiEdEjzEpuBa1cKz1fZ/frVFpCCKTnpRe0DM8s6CY9V58LlZUKNkobOFk5VXYRiR47DIxThVIoFFi3bh1Gjx6NlStXIjAwEEFBQRg4cCAaNGgA4L/uso2ttY0aNmyIhg0bSp8//PBDbNmyBdu2bcPYsWMRFRWFHTt24NixY2jWrBkAYM2aNahdu7a0TFF5FyU0NNQkeP7NN99ILbgnTpyI3r17S/NmzJiBRYsWSdN8fX1x7tw5rFq1qthg54wZM9CpUycAwPr161G1alVs2bIF/fv3L7F8RjY2Nli9erXUhfrKlSshk8nwxRdfQK1Wo06dOrh16xZGjx5d6jxL0qFDB8ydOxexsbHw9PTE3r17MXnyZOTn5+Ozzz4DAFy5cgXXr19Hhw4dLObRvn17rFmzBnq9HmfPnoVSqcSAAQMQHh6O4OBghIeHIygo6L7KWVL95uXlYcWKFSbHVkmioqKwceNG7Ny5E88//zwAoEaNGmbpbt++jQEDBsDPzw/ffvuttH/Ke6wQEZVGZl4mbqbfxO2M2zAIg/Tm+ZMuR5+DXy7/gm2XtiHXkAsACKoahIEBA0vsIkxlpULbKm3Rtkpb3M26iwO3DmDfzX24mX4TR2KP4EjsEdir7NG2Slu0q9oO3nbeD2OTngoahQYahQZ6gx5peWmITIqEOk0NZ7UzXLWusFfZw1pe+pcFiYiIiCpbviEfV1Ou4mrqVTiqHdkyj4jKrLzdrxt/X7H79SebQRgKguE5qUjISvgvGK5QwVZpy5cliO7Tk/8U9QmiUWhwdNDRSlt3afXp0wddu3bF/v37ceTIEezYsQMLFizA6tWrTbqqvld6ejpmzpyJ7du3IzY2Fvn5+cjKysL169cBFIxxrVAo0KRJE2mZgIAAODg4lHezsGTJEinwCQCenp6Ij48HUNANuFFGRgYuX76MUaNGmQSf8/PzTcaqtqRVq1bS/52cnODv74/z58+XqZz169c3GVc8MjJS6j7cqHnz5sXmMXfuXMydO9ds+rlz56QW+YW1bt0aSqUS4eHhaNiwIbKyshAYGAiDwYD4+HhER0cjPDwcGo0GLVu2tLjOZ599FmlpaTh58iQOHTqEoKAgtG/fHh999BEASMH2+1FS/SqVSumljNKKiIiAlZVViUH7Tp06oXnz5vjhhx+kFyzu51ghIipOnj5PGkc8Kz8LDmqHp+IhnMVxxJ38EVYnDDUczF9aKomTxgnda3VHSM0QXE29ir039v4fe3ceH1ddNX78M/ueTNYmadKm+wJdqBQKtCnwAy0gArLJ3gdBRRAQkVVwYd+VB0RlR1T0UaksigoCacu+tAJtkzZdkrRJs8y+3+33x5ChoSvQZjqZ8369+koz987Nd7Y7997zPeewdNNSwukwz699nufXPs8o3yjmN8znkLpD8Dv9u/kRFSeL2YLf4cfv8JNSU3QnuumKd+G1eanx1FDmLMNr88oFHiGEEELs1RRdYW1oLZ3RTspd5UXRwkgIMTTsFnuuBDtkK1OktTShdIieZLZiqtPixGV14Xf68dq8uKwu3Fa3VD8bBrYMhvcmeokqUQmGD2OGYaAber6HUbQkMF5ABno3FgKn08mRRx7JkUceyXXXXcd5553Hj3/84x0Gxi+//HL+/e9/c+eddzJ+/HhcLhcnnXQSmUxmj42zpqZmqzLeA4Fxj+eTEp8DPbEffPBBDjxwcDn7L1Ku3Ww2b9W/XVGUrdbbciyf13e+851tZqnX1dVtc323280BBxzAyy+/TCAQYO7cuVgsFiwWCwcffDAvv/wyL7/8MocccsigoP2W/H4/M2bM4JVXXuH111/nyCOPpKmpiVNPPZXW1lZWr179hTPGd8bl2noW5c6ed5dr1yaCHHPMMfzlL39hxYoVTJs2Ddhz7xUhRPHSDZ3+ZD/tkXZC6RAeu4ca786rogwHq4OreeKjJ1gdWg1ApauSM6ecyYG1B37hAKrJZGJM6RjGlI7hzKlnsqxnGc2dzbzX8x7t0XZ+u+K3/G7l75hRNYN59fPYf8T+ciK6mwxkRuiGTiwTozXYit1iz2WRlznKsFkki1wIIYQQexdFU2gLt9EZ6aTCXSHHhkKIPerzlF93WV24bW7ZPxUI3dCJZqLZYHiyl2gmiqIrOK1OCYYPQwklwYd9H7KsZxnv9bzH5ftfTr2vPt/DKkoSGBdDYurUqSxatCj3u81mQ9O0QessXbqUhQsXcsIJJwDZAOP69etzyydPnoyqqrz77ru5UuotLS2EQqFB29nWtr+oESNGUFdXx9q1aznjjDM+033feOONXEZ2MBiktbU1V/69qqqK7u5uDMPIXeBftmzZTrc5adIknnzySdLpdK6P+9tvv73D+5SXl1Ne/tl6jhx22GE89dRTBINBDj300NztTU1NvPLKK7z66qt85zvf2eE25s+fz8svv8xbb73FTTfdRHl5OVOmTOGmm26itraWiRMnfqYxfdqOnt/tqaqqoqurK/f7QKn3gZLw06ZNQ9d1Xn311UEVBT7t1ltvxev18v/+3//jlVdeYerUqV/ovSKEEJ8WTofpjHbSk+jBarZS7akuij7ifck+nlr11E77iO8uVrOV/Wv2Z/+a/YllYry26TUWdy5mdWg17/e8z/s97+O2uplTN4em+iYmlU2SzObdwGwyU+IoocRRQkpN0ZvspTvejdfupcZdQ5mrDJ/NJ8+1EEIIIfIuo2VYE1zDpvgmKt2VMolPCDHktlV+XdEUUlpqu+XXBzLKpfz63mPLYHhPooeYEkPVVZxWJyWOEgmGDyOGYbAhsoHlvctZ1rOM1mArmvFJ3Ordze9y3Pjj8jjC4iWBcbFb9ff3c/LJJ3Puuecyffp0fD4f77zzDrfffjvHHffJh7yxsZGXXnqJQw45BIfDQVlZGRMmTOCvf/0rxx57LCaTieuuuw5d/6ScxKRJk1iwYAHf/va3eeCBB7BarVx66aVbZfdua9u7w09/+lMuvvhiSktLWbBgAel0mnfeeYdgMMhll1223fv97Gc/o6KighEjRnDttddSWVnJ8ccfD2R7cPf29nL77bdz0kkn8cILL/CPf/yDkpKSHY7l9NNP59prr+Vb3/oWV111Fe3t7dx5550Au/Ug57DDDuOGG26gu7ubyy+/PHf7/PnzueOOO4hGo9vtLz7g0EMP5X//93+pqqpi8uTJudvuu+8+Tj755C88xh09v9tz+OGHc9lll/H8888zbtw47r777kETLBobGznnnHM499xzuffee5kxYwYbNmygp6dnq6z7O++8E03TOPzww3nllVeYPHny536vCCHEgKSaZFN0ExvjG1F1lXJneVFcfPt0H3ETJuY3zOfUSafutI/47uK1e/ly45f5cuOX2RTbxOLOxSzeuJi+ZB//af8P/2n/D9Xuaprqm5g3ch4jPCOGZFzD3aAsciVGW6gNa9RKmaOManc1Zc4yuUAghBBCiLxIa2lWB1fTHe+myl2F1SyXU4UQewebxYbNYttu+XUTJhwWR678usfqwW1zS/n1IabpGjElRjgdpjfROygYXuooLYrrPcUilonxQd8HLO9dzvKe5QTTwUHLaz21zKyeyWjfaI4ee3SeRinkSE7sVl6vlwMPPJB77rmHtrY2FEWhoaGB888/n2uuuSa33l133cVll13Ggw8+yMiRI1m/fj1333035557LgcffDCVlZVceeWVRCKRQdt/9NFHOe+885g/fz4jRozgxhtv5Lrrrhu0zra2vTucd955uN1u7rjjDn74wx/i8XiYNm0al1566Q7vd+utt3LJJZewevVqZs6cybPPPpsrPT5lyhR++ctfcvPNN3PDDTdw4okncvnll/Ob3/xmh9ssKSnh2Wef5YILLmDmzJlMmzaN66+/ntNPP31Q3/Ev6qCDDsLhcGAYxqDe7gceeCCKouD1enPZ+9szb948dF0fVDL90EMP5Re/+MWgLPTPa0fP7/ace+65LF++nLPPPhur1cr3v//9rQL8DzzwANdccw3f/e536e/vZ9SoUYPew1u65557BgXHP+97RQghFF2hN9FLe6SdmBKj1FFaMG1Uvgjd0Hlt42v8ftXu6SO+u9R56zh18qmcPOlkVvavpLmzmTe73qQn0cOfW//Mn1v/zOTyyTTVNzGndk5RvFZ7mtlkpsReQom9hIyWIZAOsDmxGZ/NR5WnigpnBSX2Esl2EEIIIcSQSKpJVgdX05PokaC4EGKv95nKr9v9+Bw+3Fa3lF/fAzRdI5qJZoPhyWwwXNd1HDYHfqdfvk+GCd3QWR9en8sKXx1aPah3uMPiYJ+KfZhZPZMZVTNyyRWbY5txWBz5GnbRMxmfbrQrhlQkEqG0tJRwOLxVlnAqlWLdunWMGTNmtwY7xfD0u9/9jv/5n/8hHA7vco9sIcTuI/ts8UUYhkF/qp/OaCf9yX7cNjc+e3GUkF4dXM3jHz3OmtAaYPf2Ed8TUmqKt7vfprmzmQ/7PsQgeyhtM9uYXTObefXzmF45XWbf70a6oRNX4sSVOFaTFb/Tzwj3CMqcZXIiKYQQQog9JqEkaA220p/sp8pdJcd3QohhYaD8ekpNoepqrvy6x+ahzFGGyybl1z8vVVeJZWKDguGaoeGyuvDYPBIMHyaimSj/7f1vNiu8dznhdHjQ8pHekcysnsnMqplMKp+0zUknm2ObmVwxmTpv3VANe9jbUaz10+STKESBeuKJJxg7diwjR45k+fLlXHnllZxyyikSFBdCiAITyUTYGN1Id7wbs9lcNBfdttVH/IQJJ3D0mKP36pnqTquTefXzmFc/j/5kP0s2LqG5s5mNsY28tuk1Xtv0Gn6Hn0NGHkJTfROjS0bne8gFz2wy47P78Nl9ZLQM4XSYvkQfbpubalc1Fa4KShwlmE3mfA9VCCGEEMNEXInTEmghmApS7amW4wwhxLCxvfLrA8HcgfLrTouTMleZlF/fCVVXiWaihNIh+pJ9xDIxdHRcVhdlzjIJhg8DuqGzNrQ2lxW+JrQmlyQB4LQ42bdy31xWeJW7Ko+jFbtCPpVCFKju7m6uv/56uru7qa2t5eSTT+amm27K97CEEELsopSaoivexcbYRjJqhjJXcfRQ3hv6iO8uFa4Kjht/HF8b9zXWhteyuHMxSzcuJZQO8fza53l+7fM0ljQyr34eh4w8BL/Dn+8hFzy7xU6FqwLDMIgrcdZH1tMZ66TUUUqNpwa/w4/TKlU7hBBCCPH5RTNRWgItRNIRCYoLIYa97ZVfT2kp1ofXS/n1bdgyGN6b6CWuxNENHbfNTbmrXILhw0AkHcllhC/vXU40Ex20vMHXwMyqmcyszmaFy2teWKSUep5JKXUhhBgeZJ8tdpWqq/QmeumIdhDJRIq6j/jk8smcPfXsvPYR391UXWVZzzKaO5t5d/O7aIYGZLOeZ1TNoKm+iS+N+FLRXkDYExRNIZqJktEyuKwuqt3ZLPJSR6lcyBZCCCHEZxJOh2kJtBBTYlS7q6WMsBgWDMNA0RVSaoqUliKtZoOeW/4/91NLk1IH//TYPEwun8yUiilUuirz/XBEHuyo/Lrf4c9llA/n8uuKrgwKhieURC4Y7ra5JTBa4HRDZ01oDct7slnha8NrB2WFu6wuplVOy2WFV7gqvtDfk1Lqu5+UUhdCCCGE2MsYhkEgFaAz2klfsg+nzUmNp2bYnjRu6dN9xKtcVZwx5Yy9to/4F2E1W9m/Zn/2r9mfaCbK65tep7mzmTWhNbzf8z7v97yP2+rmoLqDaKpvYmLZxGH3HAw1m8VGuascwzBIqAk6oh10RDvwO/yM8IzIXagRQgghhNiRUCpES6CFpJaUoLjIC93QyWiZXAByW0HqHQWzd7RsywDP5/FS+0sAVLoqmVI+hSkVU5hcPplaT618VorAZyq/7izDY8uWX3dZXQUdMFZ0hUg6knucCSWBYRi47C4qXBVSWr7AhdIhlvdkM8L/2/tfYkps0PLRJaNzWeETyiYU9HtZDCYZ43kmGeNCCDE8yD5b7EgsE6Mz1kl3vBugaPpM9SX7+MPKP7B001Ig23fp+AnH7/V9xPeEjbGNLO5czOLOxfSn+nO3j3CPoKm+iXn186h2V+dxhMOLqqtEMhEyagan1Umlq5IqdxWl9lK5eCGEEEKIrQRSAVoCLaS1tPQGFTs1EBTc5QD2tpZvZ709zWa24bQ6s0HMgZ8W56D/O6yDb+tL9rEysJJ14XXohj5oe6WOUqaUT8lllDf4GqRqUxHasvx6Wk2DAVaLFYfFQam9lBJHScGUX1c0hUgmQigVoi/VR0JJAOCyuaTPeoHTdI3VodXZrPDeZawLrxu03G11M71qOjOrZzK9ajrlzvI9NhbJGN/9PkvGuATG80wC40IIMTzIPltsS0bL0BXrojPWSUpLUeYsw2Fx5HtYe1xKTfFs27M82/ZswfcR3910Q2dF/wqaO5t5s+vNQRe/ppRPoam+iQNrD5QM593EMAySapJoJooJEyX2Emq8NZQ5yuQ5FkIIIQSQnczZEmhBM7QvXBpV7F1UXf0kk3pXg9O7kIWt6MoeH/ung9S5YPW2bttGoDu3zpa3W51fKGidVJO0BltZ1b+KlYGVrAmtQdXVQevkyq5/nFXeWNIogcQitWX5dc3QMGPGYXHgtXv3uvLriqYQzoQJpUL0J/uJq3EA3DY3HptHJnsUsEAqkMsK/6DvA+JKfNDyMaVjclnh4/3jh2x/JYHx3U8C4wVEAuNCCDE8yD5bbEnTNXqT2T7i4XQYn92H1+7N97D2uGLpI767pNQUb3W/xeLOxXzY92GuvKHNbGN2zWzm189nWtU0OQnfTVRdJZaJkVSTuKzZ0neVrkr8Dn9RVHAQQgghxNZ6Ej20BlsxMPZoZpjYvlz/613od70rWdhbLtMMbY+O3YQJp3XbweqBQPS2gtPb/LnFfe0We0GcA2S0DG2hNlYGVrKyfyWtwdatst4dFgeTyiflssrH+cft9RnDYs/QDT37GVU/mVxit9hxWVz4HX68du+Qll/PaBkimQjBVJD+ZD8JNZsZPlAGvhA+g2Jrqq7SGmxlWc8ylvcuZ0Nkw6DlXpt3UFa43+HPyzglML77SWC8gEhgXAghhgfZZwvIXtQJpUN0RDvoTfTisDoodZQWxQlVMfUR3xP6kn0s3biUVztfZVNsU+72MkcZc0fOpam+iYaShjyOcHhJqkmi6SgAPruPEe4RlLvK8dg8eR6ZEEIIIYZKd7yb1mArFrMlbxfGC8mnSyXvNAt7i2zsHWVm747+1ztjMVm2XTb8M2Rabyv4bTPb5FxnC6qusj68npWBlawKrGJVYNVW2Zk2s43x/vFMrshmlU8sm4jTKtdQitGW+5SMmsEwDCzm7Gd1T5VfHwiGB1IBAsmABMOHif5kfy4Q/kHfByTVZG6ZCRNjS8cyszqbFT7OP26veJ0lML77SWC8gEhgXAghhgfZZ4uEkqAz1klXrAsDo6j7iJ8w4QSOGnOUZAJ8DoZhsDa8lubOZl7b+BpRJZpb1ljSSFN9E4eMPIRSR2keRzl8aLpGVImSVJI4rU4qnBXZXuSOUmxmW76HJ4QQQog9wDAMuuJdrA6uxm6xU+LY8cXTQjOQlbmr/a63GazeTvb2nmYz27addb2twPV2Atjb6p1dDOdleyPd0OmIdrCyPxsoXxlYSTgdHrSO2WRmTOmYXOn1SWWTiqLamti2gfLraS2NqqvZqgwWJx67J9cO67OWX09raSLpj4PhqQAJJYHZZM5uS4LhBUnVVVYFVuV6hXdEOwYt99l9zKiawcyqbFb43vg9L4Hx3U8C4wVEAuNfXGNjI5deeimXXnppXv7+K6+8wmGHHUYwGMTv929znccee4xLL72UUCi0y9s1mUw8/fTTHH/88axfv54xY8bw/vvvM3PmzN0y7r3Jtp6fn/zkJyxatIhly5Z95tf48zzfQnxRss8uXoqm0B3vpiPaQUJNUOYsK4oZ79JHfM9TdZX3e96nuaOZ93rey5WCNJvMzKyaSVN9E7NGzJIJCLtJSk0RyUQwDOOTLHJnNotcMoGEEEKI4cEwDDqjnawJrcFlc+Gz+/I2loH+1zvrcb2jMuLbWi8v/a93sUT49tYbWCa9qIe3gUkpqwKrWNm/kpWBlfQl+watY8JEg6+BKRVTcuXX/U5/fgYs8i5Xfv3jrHIAh9Wx0/Lr2wyGm814bB5cVpcEwwtQb6KXZb3LWN6znA/7PiSlpXLLTJgY7x+fywofUzpmr3+NJTC++32WwLhMlxO7XW9vL9dffz3PP/88mzdvpqysjBkzZnD99ddzyCGHAIODvrvbrm57e+stXLiQUCjEokWLdunvHXzwwXR1dVFaKplb27Nw4UIef/xxAGw2G6NGjeLss8/mmmuuwWrd9m7o8ssv53vf+x4Ab7/9Nh6PlDYVQuxddEOnL9lHR6SDYCqI1+Gl1lub72Htcbqhs3TjUv6w6g+D+oifs885jCkdk+fRDS9Ws5XZNbOZXTObSCbC65tep7mjmbZwG+/1vMd7Pe/hsXk4qO4gmuqbmOCfIAHcL2AgG0k3dKKZKK3BVhwWB+XOcqrd1fgdfmwWySIXQgghCpVu6HRGO2kLteG2ufOWlbohsoF73r2H7nj3Hv07A/2vP2um9c6WFUr/a7H3MZlM1HnrqPPWcfiow4FssGtlYCWr+rMZ5V3xLtqj7bRH2/nn+n8CUOupzQbJPy6/XuWuyufDEENoy8xuGFx+fUN0A4ZhYDVbc+XXvXYvMSVGIBkgqSZzwfBqT7XstwqMoimsDKzMlUjfGNs4aHmpvZQZ1dms8GlV0/I60U0UHgmMi93uxBNPJJPJ8PjjjzN27Fg2b97MSy+9RH9/f76HtkfY7XZqamryPYzPJZPJYLcPTZbZggULePTRR0mn0/z973/nwgsvxGazcfXVV29zfa/Xi9ebPUmtqpIDXiHE3iWcDtMZ7WRzYjM2s40R3hFFcZIlfcTzp8Rewlcav8JXGr/CxuhGmjc2s7hzMYFUgBc3vMiLG16kxlNDU30Tc0fOpdpdne8hFyyzyUypo5RSRykpNUVvspfueDdeu5cadw1lrjJ8Np+854UQQogCohs6GyIbWBdeh8/uywVZhtrq4GpufevWQX2XLSbLtvtY72oW9sc/B/3fKv2vRWGocldR5a6iqb4JgFAqlCu7vrJ/JR3RDrriXXTFu/hPx38AqHRV5kqvTy6fTK2nVt7rRcJkMuUmNOPI3jZQfn1zcjMbYxsxm814bV5KHCXyvigwm+Obc1nhH/V/NKiFhwkTE8sm5rLCR5eMLorrcGLPkMB4ATEMAyOZzMvfNrl2rW9HKBRi8eLFvPLKK8yfPx+A0aNHc8ABB+TWaWxsBOCEE07ILV+/fj1tbW1cdtllvPHGG8TjcaZMmcItt9zCEUcckbtvT08P3/zmN3nxxRepqanhxhtvHPT3t7ftL0LXdW677TZ+85vf0N3dzcSJE7nuuus46aSTgG2XUn/ssce4/vrr6evr4ytf+Qpz587dart/+9vf+OlPf8qKFSuoq6vjnHPO4dprr91uBjXAqlWr+O53v8t7773H+PHjuf/++3PPM8CHH37ID3/4QxYvXozH4+HLX/4y99xzD5WVlQAceuih7LvvvlitVp588kmmTZvGyy+/zDPPPMMPfvADOjo6OOigg1i4cCELFy7cYXn4z8rhcOQmEFxwwQU8/fTTPPPMM9sNjD/wwAPceeeddHR0MGbMGH70ox9x1lln5ZaHQiGuvPJKFi1aRDgcZvz48dx666189atf3Wpbvb29HHXUUTQ0NPDUU0/hcDh2y2MSQhSfpJpkU3QTG+MbUXWVcmd5UWSQSh/xvctI30hOm3wap046lY/6P6K5o5m3ut+iO97Nn1r+xJ9a/sTUiqk01TdxYO2BuKyufA+5YG2ZRR5TYqwJrcEWtQ3KIpfPgBBCCLF303SN9eH1rIusw+/05+3Y6KO+j7j97dtJa2kmlk3k0lmX4rP7sJqtErwR4mN+p585dXOYUzcHgFgmRkuwJVd6fV14HX3JPhZvXMzijYsBKHWU5squT6mYQoOvQQJmRcRmsWGz2PAhGcOFJqNlWNG/IpcV3hXvGrS8zFGWywrft3LfvFV6EcOPBMYLiJFM0jLrS3n525PeexeTe+ezaQeyfBctWsScOXO2GYB8++23qa6u5tFHH2XBggVYLNn+QbFYjKOPPpqbbroJh8PBE088wbHHHktLSwujRo0CsiW5N23axMsvv4zNZuPiiy+mp6dnp9v+Im655RaefPJJfvWrXzFhwgSam5s588wzqaqqGhSUHvDmm2/yzW9+k1tuuYXjjz+eF154gR//+MeD1lm8eDFnn3029957L/PmzaOtrY1vfetbAFutu6Uf/vCH/PznP2fq1KncfffdHHvssaxbt46KigpCoRCHH3445513Hvfccw/JZJIrr7ySU045hf/85z+5bTz++ONccMEFLF2aDW6sW7eOk046iUsuuYTzzjuP999/n8svv/wLP28743K5tltF4Omnn+aSSy7h5z//OUcccQTPPfcc//M//0N9fT2HHXYYuq5z1FFHEY1GefLJJxk3bhwrVqzY5uvd0dHBkUceyZw5c3j44Yd3y3tCCFF8FF2hJ9FDR6SDmBLL6wW1obStPuKHNhzKqZNOlT5vewGzycy0ymlMq5zGN9Vv8lb3W7za8Sor+lfk/j3ywSMcUHsA8+rnMa1ymlwg+pzMJjMl9hJK7CWktTT9qX42xzfjtXmp9lRT7iynxC4ZCUIIIcTeRtVV1obX0h5pp8xZls0yzIP3N7/P3e/ejaIr7Fu5L5fvf3nexiJEIfHavXxpxJf40ojsNfGUmqI12Jorv74mtIZwOswbXW/wRtcbAHhsHiaXT84Gysun0FjaOKj/tBAif7piXYOywhVdyS0zm8xMKpuUywof5Rsl59hij5BvBLFbWa1WHnvsMc4//3x+9atfMWvWLObPn883vvENpk+fDnxSFtvv9w8qQT5jxgxmzJiR+/2GG27IZRVfdNFFtLa28o9//IO33nqL2bNnA/Dwww8zZcqU3H22t+3tOe2007YKlKbTaY455pjc/2+++WZefPFFDjroIADGjh3LkiVL+PWvf73NwPgvfvELFixYwBVXXAHAxIkTee2113jhhRdy6/z0pz/lqquu4pxzzslt84YbbuCKK67YYWD8oosu4sQTTwSyGdUvvPACDz/8MFdccQX33Xcf++23HzfffHNu/UceeYSGhgZaW1uZOHEiABMmTOD222/PrXPVVVcxadIk7rjjDgAmTZrEhx9+yE033bTT5+/zMAyDl156iX/+85+5HuKfduedd7Jw4UK++93vAuQqCdx5550cdthhvPjii7z11lusXLky97jGjh271XZaWlo48sgjOeGEE/j5z38uX6RCiM/MMAz6U/10RDoIpAK4bW5qPDXDfn+iGzpLNi7hDyv/QDAdBGBK+RTO3uds6SO+l3JanTTVN9FU30Rfso8lG5fQ3NHMpvgmlmxcwpKNSyhzlDG3fi5N9U00+BryPeSC5bA4cLgc6IZOXInnLrb7nX5GuEdQ5izDYZHqNEIIIUS+KbrC2tBaOqIdVLgq8lbl5Y1Nb/C/7/8vmqHxpRFf4pJZl0jFGSE+J6fVyfSq6Uyvyl5nzmgZ2kJtufLrLYEW4kqcdze/y7ub3wWyx+8TyyYypWIKU8qnMM4/Tj6DQgyRtJbmo76PclnhmxObBy0vd5YzsyobCN+3ct+8tToRxUUC4wXE5HIx6b138/a3d9WJJ57IMcccw+LFi3njjTf4xz/+we23385DDz3EwoULt3u/WCzGT37yE55//nm6urpQVZVkMkl7ezsAK1euxGq18qUvfZI1P3ny5C9U6vuee+4ZVKod4Morr0TTNADWrFlDIpHgyCOPHLROJpNhv/322+Y2V65cmSvlPuCggw4aFBhfvnw5S5cuHRR81jSNVCpFIpHAvZ3s/IHgPGQnIey///6sXLkyt82XX34515d7S21tbbkA8pbPH2SDxwMTDQZsWfp+W77zne/w5JNPbnV7LBbb7n2ee+45vF4viqKg6zqnn346P/nJT7a57sqVK3MZ9AMOOeQQfvGLXwCwbNky6uvrc49pW5LJJPPmzeP000/n5z//+Q4fjxBCbEskE2FjdCPd8W7MZjPVnuqiyLZtDbby+EeP0xZqA7J9xM+ceiYH1Bww7CcEDBeVrkqOH388x407jrZQG82dzSzdtJRgOpirADC2dCzz6udxSN0hlDhK8j3kgmQ2mfHZffjsPjJahlA6RF+iD4/NQ7W7mgpXBT67ryj2G0IIIcTeRtEU1oTWsDG6kQp3/oLir3a8yq+W/woDg4PqDuLCmRdK5qoQu5HdYs8GvCumcAInoOoqGyIbcqXXVwVWEVfifND3AR/0fQCA1WxlvH98tvx6xWQmlU2SCg5C7CaGYbApvollPctY1rOMVYFVg7LCLSYLk8snZ7PCq2ZS76uXa01iyMmRWAExmUy7VM58b+B0OjnyyCM58sgjue666zjvvPP48Y9/vMPA+OWXX86///1v7rzzTsaPH4/L5eKkk04ik8nssXHW1NQwfvz4Qbf5fD5CoRDwSaD3+eefZ+TIkYPW+yJ9qmOxGD/96U/5+te/vtUyp/PzHYjFYjGOPfZYbrvttq2W1dbW5v7v8Xg+1/a39LOf/ewzl1s/7LDDeOCBB7Db7dTV1e2wl/rOuHZhoobD4ciVYf/hD3+41esnhBDbk1JTbIpvYlNsExk1Q5mrrChmk/cl+/j9yt/z2qbXAOkjPhyYTCbGl41nfNl4zpp6Fu/3vE9zZzPv97zP2vBa1obX8uSKJ5lZPZOm+iZmVc/CZrHle9gFyW6xU+mqRDd0EkqCdeF1dEQ7KHWUUuOpwe/wy8U2IYQQYohktAyrg6vpindR6a7M2/HNv9b/i0c+fASAwxoO4/zp58uEOSH2MKvZyjj/OMb5x/HVcV9FN3Q6oh2s7F+ZyyoPp8OsCqxiVWAVrMlOeB1TOoYp5dkA+6SySdLLWIjPIKWm+LDvw1yJ9N5k76Dlla7KXFb4PpX7FEVrQrF32+sC47FYjDvuuIM333yTt956i2AwyKOPPrrNgOrKlSv5/ve/z5IlS7Db7RxzzDHcfffduXLaA3Rd58477+SBBx6gq6uLiRMncvXVV3PaaacNyTYFTJ06lUWLFuV+t9lsuazsAUuXLmXhwoW5bOtYLMb69etzyydPnoyqqrz77ru5DOeWlpZcEHtH2/4i43Y4HLS3t2+zbPq2TJkyhTfffHPQbW+88cag32fNmkVLS8tWQfmdeeONN2hqagLIPRcXXXRRbpt/+ctfaGxs/ExB50mTJvH3v/990G1vv/32Du9TXV1NdXX1Zxq7x+PZ5cc7ZcoUli5dmis1D9n3x9SpUwGYPn06nZ2dg0rEf5rZbOa3v/0tp59+OocddhivvPIKdXV1n2nMQojiouoqvYle2qPtRDNRSh2llDnL8j2sPU76iBcHm8XGAbUHcEDtAUQyEV7b+BrNnc2sDa/NlRn02DwcXHcwTfVNjPePl1nbn4PZZMZr9+K1e1E0hWgmSn+yH5fVlcsiL3WUykVxIYQQYg9JqSnWhNbQHe+myl2Vt+zsZ9Y8w+9X/R6ABY0LOHufs+X7X4g8MJvMjC4ZzeiS0SwYswDDMOiKd2WD5B9nlfcl+2gLtdEWauO5tc9hwkSDryFXen1y+WQ5NxZiC4Zh0BnrzJVHXxVYhaqrueVWs5Up5VNyWeF13jq5viD2KntdYLyvr4+f/exnjBo1ihkzZvDKK69sc73Ozk6ampooLS3l5ptvJhaLceedd/LBBx/w1ltvYbd/ktl07bXXcuutt3L++ecze/Zs/va3v3H66adjMpn4xje+sUe3WWz6+/s5+eSTOffcc5k+fTo+n4933nmH22+/neOOOy63XmNjIy+99BKHHHIIDoeDsrIyJkyYwF//+leOPfZYTCYT1113Hbqu5+4zadIkFixYwLe//W0eeOABrFYrl1566VbZw9va9ufl8/m4/PLL+f73v4+u68ydO5dwOMzSpUspKSkZFLgdcPHFF3PIIYdw5513ctxxx/HPf/5zUBl1gOuvv56vfvWrjBo1ipNOOgmz2czy5cv58MMPufHGG7c7nvvvv58JEyYwZcoU7rnnHoLBIOeeey4AF154IQ8++CCnnXYaV1xxBeXl5axZs4annnqKhx56aKte6gO+/e1vc/fdd3PllVfyzW9+k2XLlvHYY48B5O0L64c//CGnnHIK++23H0cccQTPPvssf/3rX3nxxRcBmD9/Pk1NTZx44oncfffdjB8/nlWrVmEymViwYEFuOxaLhd/97necdtppHH744bzyyiu71HteCFFcDMMgkArQEe2gL9mHy+aSPuLSR3xYK7GXsGDMAhaMWUBntJPmzmaWbFxCIBXg3xv+zb83/JtaTy1N9U3Mq59Hpasy30MuSDaLjXJXOYZhkFATtEfa6Yx14ndke5H7nX6ZKS+EEELsRkk1SWuwlb5EH9XuaizmbV8H2ZMMw+BPrX/i6dVPA3DC+BM4ZdIpw/7cQohCYTKZqPPWUeet4/BRhwPQm+jNZZOv6l/Fpvgm2qPttEfb+ef6fwJQ66nNlV6fUj6FKnfVjv6MEMNOQkkMygrvT/UPWl7trmZm1UxmVM9gn4p9pGKa2KvtdYHx2tpaurq6qKmp4Z133tmq9/GAm2++mXg8zrvvvsuoUaOAbF/kI488ksceeyzXn3jjxo3cddddXHjhhdx3330AnHfeecyfP58f/vCHnHzyybmA4Z7YZrHxer0ceOCB3HPPPbS1taEoCg0NDZx//vlcc801ufXuuusuLrvsMh588EFGjhzJ+vXrufvuuzn33HM5+OCDqays5MorryQSiQza/qOPPpp7rkeMGMGNN97IddddN2idbW37i7jhhhuoqqrilltuYe3atfj9fmbNmjXo8Wxpzpw5PPjgg/z4xz/m+uuv54gjjuBHP/oRN9xwQ26dr3zlKzz33HP87Gc/47bbbsNmszF58mTOO++8HY7l1ltv5dZbb2XZsmWMHz+eZ555hsrK7MXquro6li5dypVXXsmXv/xl0uk0o0ePZsGCBZjN25+VPGbMGP785z/zgx/8gF/84hccdNBBXHvttVxwwQVfqFz8F3H88cfzi1/8gjvvvJNLLrmEMWPG8Oijj3LooYfm1vnLX/7C5ZdfzmmnnUY8Hmf8+PHceuutW23LarXyhz/8gVNPPTUXHP+s2e5CiOErlonRGeukO94NkLcLaEOtJdDCEx89QVs420e82l3NGVPOkD7iRajeV8/pU07nG5O/wYd9H9Lc2czb3W/TFe/ijy1/5I8tf2Sfin2YVz+PA2sPlEDu52AymfDYPHhsHlRdJZKJ0NeXnYRT5a6i1lOLz+7L9zCFEEKIgpZQErQGW+lP9lPtqc5LdrZhGDyx4gn+se4fAJw2+TSOG3/cTu4lhMi3KncVVe4q5tXPAyCUDrGqf1UuWN4eaacr3kVXvIv/dPwHyJaGnlw+OVd+vdZTK+fSYlgxDIP2aHuuV3hrsBXN+KRKr81sY2rFVGZUzWBm9Uz5DIiCYjIMw8j3ILZnIDC+rVLqI0aMYP78+fzpT38adPukSZNoaGjIZZb+8pe/5MILL+Sjjz7KlWEG+MMf/sDpp5/O4sWLmTt37h7b5s5EIhFKS0sJh8OUlJQMWpZKpVi3bh1jxoz53H2nhfg8brrpJn71q1/R0dGR76EIUTBkn11Y0lqa7lg3nbFOUmqKMlcZDkt+JgMNJekjLnZFUk3yZtebLO5czEf9H+Vud1gczK6Zzfz6+exTuY+UA/0CDMMgqSaJpCO4rC4aSxup8dTIcyqEEEJ8DrFMjNZgK8FUMG9Bcd3Qeei/D+WCZv+z7//wlcavDPk4hBC7XywToyXYwqr+bKB8bXgtuqEPWqfUXprLJp9SMYUGX4Mc24uCE1fifND7QS4rfKC64IAadw0zq7NZ4VMrphbFdbQ9ZXNsM5MrJlPnldavu8uOYq2fttdljO+KjRs30tPTw/7777/VsgMOOGBQv+T3338fj8fDlClTtlpvYPncuXP3yDa3JZ1Ok06nc79/OiNaiHz45S9/yezZs6moqGDp0qXccccdud7lQggxnGi6Rm+yl45oB+F0GJ/dR413+LdYSKkpnml7hmfbnkXRFekjLnbIZXVxaMOhHNpwKL2JXpZsXEJzZzNd8S6WbFzCko1LKHeWM3fkXObXz2ekb2S+h1xwTCYTbpsbt81NJB1hZf9Kwukwo0tG47a58z08IYQQomBEMhFaA61EMpG8BcVVXeWXy37Ja5tew4SJb8/4Noc2HDrk4xBC7Bleu5cvjfgSXxrxJSB7fr06uJqVgZWs7F/JmtAawpkwb3a9yZtdbwLgsXmYXD45l1XeWNqI1VyQoRgxjBmGwfrI+mxWeO8yVgdXD5r0YTfb2adyn1xWeI1n+F8/E8WhIPfGXV1dQLbs+qfV1tYSCARIp9M4HA66uroYMWLEVmUcBu67adOmPbbNbbnlllv46U9/uqsPVYghsXr1am688UYCgQCjRo3iBz/4AVdffXW+hyWEELuNYRiE0iE6oh30JnpxWB2M8IwY9jO4pY+4+KKq3FWcMOEEjh9/PGtCa2jubOa1Ta8RSAV4pu0Znml7hrGlY2mqb+LgkQdTYt/xrFyxtRJHCS6ri03xTUTSERpLG6l2V0sZOiGEEGInwukwLYEW4ko8b9+dGS3DL977Be9ufheLycL39vsec+rmDPk4hBBDx2l1Mq1qGtOqpgHZ/UBbqC1Xen1gv/Tu5nd5d/O7QLb61sSyiUypmMKU8imM84+Tqm0iL2KZGP/t+y/Lepbx397/EkqHBi2v89QxozobCJ9SPkXep2JYKsjAeDKZBNhm/+OB8rXJZBKHw5H7uaP19tQ2t+Xqq6/msssuy/0eiURoaGjY7vpCDIV77rmHe+65J9/DEEKIPSKhJOiMddIV68LAoNJdWRQztaWPuNidTCYTE8omMKFsAmdPPZv3et6jubOZZT3LWBtey9rwWn674rfsV70fTfVN7Fe9HzaLLd/DLhg2i40R7hGE02FW9K8glA4xumQ0Tqu05hBCCCG2JZgK0hpoJaElqHJX5eX4NqWmuOudu/ig7wNsZhvf/9L3mTVi1pCPQwiRX3aLPRvwrpjCCZyApmusj6xnZf9KVgZWsiqwKluiuu8DPuj7AACr2cp4/3imlE9hcsVkJpZNxGV15fmRiOFIN3TWhdflssLXBNdg8El3ZYfFwb6V++aywqvd1XkcrRBDoyCvCrtc2S+JLUuSD0ilUoPWcblcu7ze7t7mtjgcjm0G1YUQQgixeymaQne8m45oB0k1id/pL4og06f7iLusLo4ff3xR9RE3DEOC/3uQzWLjwNoDObD2QCLpCEs3LWVx52LWhtfyzuZ3eGfzO3htXg6uO5im+ibG+cfJ67ELTCYTfqeftJamI9pBNBOlsbSRCmeFPH9CCCHEFvqT/bQEWlAMJW8X8BNKgtveuo2WYAsOi4MrZl/BPpX75GUsQoi9i8VsYZx/HOP84/jquK+iGzqd0c5c6fVVgVWE0iFWBVaxKrAK1oDZZGZMyZhcn/LJ5ZPx2r35fiiiQEUyEf7b+0lWeCQzuJ1vvbc+lxU+uWyyTGoXRacgA+MDJcsHyp9vqauri/Ly8lzwuba2lpdffnmrC6QD962rq9tj2xRCCCHE0NMNnb5kHx2RDoKpIF6Ht2j7iB/WcBinTDqlaPqIa7pGMB1E0RTMmHHanHhsnqKoEJAvJY4SjhpzFEeNOYqOaAfNnc0s6VxCMB3kXxv+xb82/Is6bx1N9U3MHTmXSldlvoe813NYsq0egqkgH/V9RIOvgXpffdFMbBFCCCF2pC/ZR0ugBd3Q83ZcEclEuOXNW1gXXofb6uaqA69iYtnEvIxFCLH3M5vMjCoZxaiSUXyl8SsYhkF3vDuXTb6yfyW9yV7awm20hdt4fu3zAIzyjcr2KP+4/HqxnNeLz043dNpCbbms8LWhtYOywp0WJ9Mqp+WC4XJeLopdQV4lHDlyJFVVVbzzzjtbLXvrrbeYOXNm7veZM2fy0EMPsXLlSqZOnZq7/c0338wt31PbFEIIIcTQCqfDdEQ76En0YDPbGOEt3j7i5+xzDo2ljfkd3BAxDINIJkJCSVDpqqTWU0taS9OT6CGQDKAbOm67G6/NO+zfD/nU4GvgjClncNrk0/ig7wMWdy7mra632BTbxFOrnuKPq/7I1IqpzG+YzwE1BxRFBYfPy2wyU+GqIKkmWRteSzgdprG0kTJnWb6HJoQQQuTN5vhmWoOtmEwmyl3leRlDMBXkpjduojPWSYm9hGsOvKZojrmFELuHyWSi1ltLrbeWw0cdDmQn/azqz/YoXxlYyabYJtqj7bRH2/nXhn8BUOOpYUp5tmT75PLJUvK6yIXTYZb3LmdZzzI+6P2AqBIdtHyUb1Q2EF41k0nlkyRhQIgtFOyn4cQTT+Txxx+no6Mj16P7pZdeorW1le9///u59Y477ji+//3v88tf/pL77rsPyF48/dWvfsXIkSM5+OCD9+g2hRBCCLHnJZQEm2Kb2BTfhKZrlDvLi6IU1Lb6iJ855Uxm18wumtLLCSVBOB3GZ/MxtWIqVe4qbObsaz/SO5JIJkIwHaQ30UtvohcAj82D2+aWIPkeYjaZmVE1gxlVM0jsm+Ct7rdo7mxmRf8KPur/iI/6P+Jhy8McUHMATQ1N7FOxj7wW2+GyunB4HPQn+/mw70NGl4ym1lube48LIYQQxaI73k1rsBWL2YLf4c/LGHoTvdz4xo1sTmymzFHGjw76ESO9I/MyFiHE8FLpqmRu/Vzm1s8FIJQO0RJoyfUpb4+00x3vpjvezcsdL+fuM7l8ci5YXuupLZrrAMVI0zXWhNawrHcZy3uWsza8dtByl9XFtMppzKyeyYyqGVS4KvI0UiH2fibDMIydrza07rvvPkKhEJs2beKBBx7g61//Ovvttx8A3/ve9ygtLaWjo4P99tsPv9/PJZdcQiwW44477qC+vp633357UB/vK664gjvuuINvfetbzJ49m0WLFvH888/zu9/9jtNPPz233p7Y5s5EIhFKS0sJh8OUlJQMWpZKpVi3bh1jxozB6ZSMGiGE2JvJPjs/FF2hJ9FDR6SDmBLD7/TjsrryPaw9TvqIQ0bLEEwGsVvt1HnrqPPU7TADWdEVwukwgVSA/mQ/CSWB2WzGa/PisrrkAsIQ6En0sGTjEpo7m+mOd+duL3eWM69+Hk31TXJxeQfiSpxIOkK1u5rG0kZK7CU7v5MQQghR4AzDYFN8E2uCa7Bb7Xn7/tsU28SNb9xIIBWg2l3NtQdeywjPiLyMRQhRfGKZGC3BllxW+brwOjRDG7ROqb0016N8SsUUGnwNMgG5wIVSIZb1Lstmhfd9QFyJD1reWNKYywqfUDZBssILyObYZiZXTKbOK22Zd5cdxVo/ba8MjDc2NrJhw4ZtLlu3bh2NjY0AfPTRR1x22WUsWbIEu93OMcccw1133cWIEYMPTHVd57bbbuPXv/41XV1dTJgwgauvvpozzjhjq+3viW3uiATGhRBieJB99tDSDZ1AKkB7pJ1gKojb5sZn9w374GZKTfG3tr/xXNtzRd9HXNd1ajw1jPSN/MwXSNNamnA6TH+yn0AqQEpNYbVY8dq8Ut57CBiGwerQapo7m3l90+uDTu7H+cfRVN/EwXUH47P78jjKvZOma/Ql+3BYHDSWNlLjrsFituR7WEIIIcQeYRgGndFO2kJtuGwuvHZvXsbRHmnnpjdvIpwOU+et40cH/ihvpdyFEAKy1wZWB1dnS6/3r2RNaA2Krgxax2PzMKlsUq70+pjSMRI43cupusrq4OpcVvj6yPpByz02z6CscGm1VbgkML77FXxgvJhIYPyLa2xs5NJLL+XSSy/N91B2C5PJxNNPP83xxx//ubdx6KGHMnPmTH7+85/vtnGJnWtvb+eSSy6hubkZq9XKiSeeyN133y2f3yIh++yhE8lE2BjdSHe8G7PZTLmzfNjPgpY+4tkLo+FMmKSSpNJVSb2vngpnxReeDJFQEkQyEXoTvYTSIdJaGofVgdfmLZrs+3zKaBne2/weizcu5v2e99ENHQCLycKsEbNoqm9iv+r95ALOp0QzUeKZODWeGhpLG/HYPPkekhBCCLFb6YZOR6SDteG1eOyevH3XtYXauPnNm4krcRpLGrn6wKspdZTmZSxCCLE9iqbQFm5jZf9KVgVW0RJoIaWlBq3jsDiYWDYxW369Ygrj/ePlnHcvEEgGclnhH/Z9SEJNDFo+tnRsLit8vH+8TIweJiQwvvt9lsC4XGESu11vby/XX389zz//PJs3b6asrIwZM2Zw/fXXc8ghhwC7J/i7Pbu67YEL6a+//jpz5szJ3Z5Op6mrqyMQCPDyyy9z6KGH7vYx7ml//etfsdny23ty4cKFPP744wBYrVbq6+s5+eST+dnPfrbXBA139/vwtNNOw2w28/LLL6OqKueddx633347119//W7ZvhDFLqWm2BTfxKbYJhRNwe/0F8VJXEughcc/ejzXP6oY+4gPlJAusZcwtmIsVe6q3RYoddvcuG1uRrhHEFfihDNhehO9hNNhVF3FaXPitXklMLuH2C125tTNYU7dHMLpMEs3LqW5s5n1kfW83f02b3e/jc/m4+CRB9NU38TY0rFF877fEZ/dh8vqojveTTQTpbG0kWp39bCfJCSEEKI46IbO+sh61ofX47P7cNvceRnHyv6V3P727STVJBP8E7jygCvzlrUuhBA7YrPYmFw+mcnlk4Fspan1kfWsCqzKBctjSowP+j7gg74PALCarYzzj8uWXi+fwsTyiUXRmi7fVF2lJdCSywpvj7YPWu61eZleNZ2Z1TOZXjUdv8Ofn4EKMYzJFT6x25144olkMhkef/xxxo4dy+bNm3nppZfo7+/P99C20tDQwKOPPjooMP7000/j9XoJBAJ5HNkXU16+d5T0WrBgAY8++iiKovDuu+9yzjnnYDKZuO222/I9tF2WyWSw23ceeItGo7z22mu8+OKLTJ8+nVgsxpw5c3jhhRckMC7EF6TqKr2JXtoj7USVKKWO0qIoF9Wb6OUPq/4wqI/4CeNP4KgxR2Gz5Hfy01BJa2mCySBOq5Nx/nHUeetwWBx75G+ZTCa8di9eu5daTy0xJUY4FWZzYjOBZADd0HHb3XisHpmhvYeUOko5euzRHD32aNoj7SzuXMySjUsIpoP8c/0/+ef6fzLSO5Km+ibmjpxLhasi30POK6vZSo23hlA6xIr+FYTSIUaXjJaLWUIIIQqapmusC69jQ2QDfqc/b21ulvcs56537iKjZ5haMZUfzv6hfMcKIQqGxWxhnH8c4/zjOGbsMeiGzsboxmzp9Y/Lr4fSIVoCLbQEWljEIswmM2NKxuT6lE8unyyTgXaTvmQfy3qygfAP+z8kqSZzy0yYGOsfy8yqmcysnsk4/ziZ8CzEHiafsAJiGAZKWsvLv12tuB8KhVi8eDG33XYbhx12GKNHj+aAAw7g6quv5mtf+xpArkf8CSecgMlkyv3e1tbGcccdx4gRI/B6vcyePZsXX3xx0PZ7eno49thjcblcjBkzht/97neDlm9v29tzzjnn8NRTT5FMfvJl9Mgjj3DOOedste6VV17JxIkTcbvdjB07luuuuw5F+aR3y09+8hNmzpzJb3/7WxobGyktLeUb3/gG0Wg0t86hhx7KxRdfzBVXXEF5eTk1NTX85Cc/2epv9fX1ccIJJ+B2u5kwYQLPPPPMoOUffvghRx11FF6vlxEjRnDWWWfR19c36O9sWVq+sbGRG2+8kbPPPhuv18vo0aN55pln6O3t5bjjjsPr9TJ9+nTeeeedHT5fn5XD4aCmpoaGhgaOP/54jjjiCP7973/nluu6zi233MKYMWNwuVzMmDGDP//5z7nlr7zyCiaTiZdeeon9998ft9vNwQcfTEtLy6DHZjKZtvoH2aD2RRddRG1tLU6nk9GjR3PLLbfk7gdbv1cGXseHHnpoUEnsF154gblz5+L3+6moqOCrX/0qbW1tuXEMTPyoqKigp6eHfffdF6vVyh133DHoOVmyZAnz5s3D5XLR0NDAxRdfTDweRwixNcMw6E/282Hfh3zU/xEqKjWemrxljAyVlJrijy1/5LJXLuO1Ta9hwsThDYdzz2H38LXxXyuKoPjAZIhIOsJI30imV01nTOmYPRYU/zSzyUyJvYSGkgb2q96P/ar3Y6x/LGbM9CX72BzfTCwTy5X9FrvfqJJRnDH1DO4/4n6uPuBqDqk7BLvZzsbYRv6w6g9c9NJF3PTGTTR3NpNSUzvf4DDmd/gpc5axMbqRD/s+pDfRu8vH7kIIIcTeRNVV2sJteQ+Kv9X1Fre/fTsZPcN+1ftx1QFXSVBcCFHQzCYzDSUNfLnxy1wy6xIeOOIBfn7Yz/n29G/TVN9ElasK3dBpC7fx/NrnufOdOznvX+dxxatX8MgHj/D6ptcJpoL5fhgFQ9EUPuj7gN+u+C2Xv3I5F710EQ998BBvb36bpJqkxF7C3JFzuWi/i/j1l3/NTXNv4uRJJzOhbIIExYUYApIxXkDUjM5vLnk1L3/7W7+Yj82x8+wor9eL1+tl0aJFzJkzB4dj6wvYb7/9NtXV1Tz66KMsWLAAiyW73VgsxtFHH81NN92Ew+HgiSee4Nhjj6WlpYVRo0YB2fLcmzZt4uWXX8Zms3HxxRfT09Oz021vz5e+9CUaGxv5y1/+wplnnkl7ezvNzc3cf//93HDDDYPW9fl8PPbYY9TV1fHBBx9w/vnn4/P5uOKKK3LrtLW1sWjRIp577jmCwSCnnHIKt956KzfddFNunccff5zLLruMN998k9dff52FCxdyyCGHcOSRR+bW+elPf8rtt9/OHXfcwf/+7/9yxhlnsGHDBsrLywmFQhx++OGcd9553HPPPSSTSa688kpOOeUU/vOf/2z3sd5zzz3cfPPNXHfdddxzzz2cddZZHHzwwZx77rnccccdXHnllZx99tl89NFHe6RE6Ycffshrr73G6NGjc7fdcsstPPnkk/zqV79iwoQJNDc3c+aZZ1JVVcX8+fNz61177bXcddddVFVV8Z3vfIdzzz2XpUuXAtnXXNM0ADRN46STTsqVkb/33nt55pln+NOf/sSoUaPo6Oigo6Mjd7/tvVfWrFnDX/7yF/7617/mbo/H41x22WW5bPDrr7+eE044gWXLlmE2Dz5g+cMf/kBJSQn33nvvoNvb2tpYsGABN954I4888gi9vb1cdNFFXHTRRTz66KO766kWYliIZWJ0xjrpjndjMpmodlcP+yxd6SOefQ4i6QhJNUmVq4p6Xz3lzvK8ls62mC34nX78Tj/1vnoi6QiBVID+ZD898R7MZjNemxeX1SUlvvcAs8nMjOoZzKieQUJJ8GbXmzR3NrMysDJXBvBhy8McWHsgTfVNTK2YWpQXEuwWOyM8IwimgnzU/xH13npGlYwqinYTQgghhgdFV2gLtbExupFyV3nevsMWdy7mgeUPoBs6c2rncNF+F0lLHSHEsGMymajx1FDjqeGwUYcB2azmVf2rclnlm2KbaI+20x5t518b/gVAjacmW3q9IptRXuWqkvPgj/UkerJZ4b3L+bDvQ9JaOrfMhInxZeNzWeFjSscU5XmrEHsLObITu5XVauWxxx7j/PPP51e/+hWzZs1i/vz5fOMb32D69OkAVFVVAeD3+6mpqcndd8aMGcyYMSP3+w033MDTTz/NM888w0UXXURrayv/+Mc/eOutt5g9ezYADz/8MFOmTMndZ3vb3pFzzz2XRx55hDPPPJPHHnuMo48+OredLf3oRz/K/b+xsZHLL7+cp556alBgXNd1HnvsMXw+HwBnnXUWL7300qDA+PTp0/nxj38MwIQJE7jvvvt46aWXBgXGFy5cyGmnnQbAzTffzL333stbb73FggULuO+++9hvv/24+eabc+s/8sgjNDQ00NraysSJE7f5OI8++mi+/e1vA3D99dfzwAMPMHv2bE4++WQgmxF/0EEHsXnz5l1+7nbmueeew+v1oqoq6XQas9nMfffdB2R7ud988828+OKLHHTQQQCMHTuWJUuW8Otf/3pQYPymm27K/X7VVVdxzDHHkEqlcDqdg16rSy65hK6uLt5++20A2tvbmTBhAnPnzsVkMg0Kyu/ovZLJZHjiiScGbfvEE08ctM4jjzxCVVUVK1asYN999x20rLy8nNWrV7NkyRLmzp2bu/2WW27hjDPOyGXzT5gwgXvvvZf58+fzwAMP7DW914XIp7SWpivWxcbYRlJqKq8XxYaS9BHPToaIZCKU2ksZVzmOSlflXncR0ma2UeGqoMJVweiS0YTTYfqT/fSn+omkI1gtVrw2b96ym4Y7t83NYaMO47BRh9GT6GFx52IWdy6mO9FNc2czzZ3NVDgrmFc/j6b6Juq8dfke8pAymUyUu8pJqSnWR9YTyURoLG2k3Ll3tNgRQgghtkfRFNaE1rAxtpEKV0Xejv9f3PAiD3/wMAYGTfVNfHv6t4f95FwhhBhQ6apkbv1c5tZnr2WG0+FBPco3RDbQHe+mO97Nyx0vA1DhrMgFyadUTKHOU1c01zAyWoaVgZW5Eumb4psGLS91lDKjaka2V3jldClLL3J0Q0dHKhDm0951tVHskNVu5lu/mL/zFffQ395VJ554IscccwyLFy/mjTfe4B//+Ae33347Dz30EAsXLtzu/WKxGD/5yU94/vnn6erqQlVVkskk7e3tAKxcuRKr1cqXvvSl3H0mT56M3+//vA8LgDPPPJOrrrqKtWvX8thjj22V5Tvgj3/8I/feey9tbW3EYjFUVaWkpGTQOo2NjbmgOEBtbe2gjHYgN0FgV9fxeDyUlJTk1lm+fDkvv/wyXu/WX6ZtbW3bDYxvuc0RI0YAMG3atK1u6+np2WZg/Dvf+Q5PPvnkVrfHYrFt/j2Aww47jAceeIB4PM4999yD1WrNBZjXrFlDIpEYNCEAskHp/fbbb7tjr62tzY1zoJIAwG9+8xsefvhhXnvttVxAe+HChRx55JFMmjSJBQsW8NWvfpUvf/nL2x3vgNGjR281OWL16tVcf/31vPnmm/T19aHr2S+v9vb2rQLjp59+Oq+++iqHHnoo119/fa7H+PLly/nvf/87qAWAYRjous66desGTfIQothoukZvMttHPJKJ4LP7qPHunkk6e7PeRC+/X/V7Xt/0OpDtI/71CV9nQeOCoiiZDh/3EU8FcVqcTPRPpMZbM2Ql078Iu8VOlbuKKncVSTVJOB2mL9lHKB0imArisDjw2r1FMbEjH6rd1Zw48US+PuHrtAZbWdy5mNc2vUZ/qp9FaxaxaM0ixvvH01TfxMF1BxfVRQin1ckIzwgCqQAf9n1Ig6+Bel89NnNx7FOEEEIUlrSWZk1wDV3xLqrcVXmbGPlc23M8uTJ7zePLo7/Mwn0XSjafKAoD7aG29dPAyLXosVvse93EZbFnlTpKObD2QA6sPRCAuBKnJdDCysBKVvWvYm14Lf2pfpZsXMKSjUsAKLGX5ILkU8qnMKpk1LDal3bHu3NZ4R/1fURGz+SWmU1mJpRNyGWFjy4ZPaweu/j8NF0jpaVIqSlUTcVkMuG2umWfmkfyzBcQk8m0S+XM9wZOp5MjjzySI488kuuuu47zzjuPH//4xzsMjF9++eX8+9//5s4772T8+PG4XC5OOukkMpnMdu+zOwz0i/7mN79JKpXiqKOOGtQXHOD111/njDPO4Kc//Slf+cpXKC0t5amnnuKuu+4atN5ACe8BJpMpF0DdXevEYjGOPfZYbrvttq0ey0DQeFu23ObAzL1t3fbpsQz42c9+xuWXX77d7W+Lx+Nh/PjxQDbDesaMGTz88MN885vfzAXUn3/+eUaOHDnofp8uwb+zcb788st873vf4w9/+MOgIPqsWbNYt24d//jHP3jxxRc55ZRTOOKIIwb1Md/euD/t2GOPZfTo0Tz44IPU1dWh6zr77rvvNt+fFouFhx56iBNOOIFvfOMbeDwefvCDHxCLxfj2t7/NxRdfvNV9tgzyC1FMDMMglA7REe2gN9GbC+gM95OHlJrib21/47m251B0BRMmDht1GKdMOgW/w5/v4Q0JVVcJpAKYMVPvrWekd2TBBi9dVhcuq4sR7hEk1AThdJieRA+RTISMlsFldeG1e+WkZw8wmUxMKp/EpPJJnL3P2by3+T1e7XyV5b3LWRNaw5rQGh7/6HG+NOJLNNU3MbN6ZlG8DmaTmUpXJQklQVuwLZs9XtJIqaM030MTQgghclJqitZgKz2JnrwFxQ3D4C+r/8KfW7PXCY4bdxzfmPyNosl4FPllGEYu+Gxg7DxIvcW6O/uJAZjAZJgwTJ/8nv3DH//fyB5Pm01mTJhy7/uB3wf+D9mgqKZrmM1mnFYnTotTJgEXGY/Nw6wRs5g1YhaQ3YevDq3OlV9fHVxNJBPhre63eKv7rdx9JpVNymWVjykdU1DnY2ktzYr+FSzvWc6ynmV0J7oHLS9zlDGjegYzq2YyrWoaHtvW15RF8VF1lZSaIqWlUHUVM9n9ZrmjHL/Tj9vmxm11S7XBPCqcvZAoaFOnTmXRokW53202W64v9IClS5eycOFCTjjhBCAbAF6/fn1u+eTJk1FVlXfffTdXSr2lpYVQKDRoO9va9s6ce+65HH300Vx55ZXb7Es+0Bv72muvzd22YcOGz/Q3dpdZs2bxl7/8hcbGRqzWofsIV1dXU11d/bnvbzabueaaa7jssss4/fTTmTp1Kg6Hg/b29kFl0z+rNWvWcNJJJ3HNNdfw9a9/favlJSUlnHrqqZx66qmcdNJJLFiwgEAgQHl5+S6/V/r7+2lpaeHBBx9k3rx5ACxZsmSn9zvmmGP4+te/zksvvcQPfvADZs2axYoVK3KTBYQodnElTmc020dcR6fSvfeVzt7ddENncedinlr1VK6P+NSKqZw99eyi6iMeTodJq2mq3Nk+4mWOsmFx8dFkMuGxefDYPNR6aokqUcKpbJA8mAqiGRpuqxuPzSNlOfcAu8XOnLo5zKmbQygd4rWNr9Hc2cz6yPrcxRmf3cchdYfQVN/EmNIxw+J9tyNumxuHxUF/sp9YJsYo3yjqvHXy/hNCCJF3CSXB6uBq+pJ9VLur8/LdZBgGT658kufXPg/AqZNO5YQJJwz5OER+bDew/PH/twpOo4Mx+OdnDUqbDBMGBiaTCcPI/jRhygWftwxSA7llA0Frs8mMxWTJfV6sJitmsxkLFkxmExayy8wm86BtD2x/y21tb9mg300mzJgxMEiqSZJqkkgmQigdIpqJktEymE1mHBYHTms2UD7cJ7mLTzitTqZVTmNaZbYiqaIprA2vzfYo719JS6CFuBLnvZ73eK/nPQAcFgcTyybmssrH+8fvVRMsDMOgK96Vywpf0b8CRVdyyy0mCxPLJjKzOpsVPso3atifU4qdy2iZXEa4rutYzdZs4o9rBCWOktx1oGKpDFkIhvfVZzHk+vv7Ofnkkzn33HOZPn06Pp+Pd955h9tvv53jjjsut15jYyMvvfQShxxyCA6Hg7KyMiZMmMBf//pXjj32WEwmE9ddd92grOCBctjf/va3eeCBB7BarVx66aW4XK5BY9jWtndmwYIF9Pb2blUafcCECRNob2/nqaeeYvbs2Tz//PM8/fTTn/NZ+mIuvPBCHnzwQU477TSuuOIKysvLWbNmDU899RQPPfTQNgP7e4uTTz6ZH/7wh9x///1cfvnlXH755Xz/+99H13Xmzp1LOBxm6dKllJSUcM455+x0e8lkkmOPPZb99tuPb33rW3R3fzJrr6amhrvvvpva2lr2228/zGYz//d//0dNTU2u/P6uvlfKysqoqKjgN7/5DbW1tbS3t3PVVVdtc910Os1f/vIXZs2aRW9vL0uWLOHUU08Fsn3c58yZw0UXXcR5552Hx+NhxYoV/Pvf/871XheiGCiaQne8m/ZoOyk1hd/pL4pZktJHPNtHPJqJUuooZbx/PFWuqmEboDOZTJTYSyixl1DnrSOaiRJMB+lN9NKf7MfAwGPz4La55eLRHuB3+Dl67NEcPfZoNkQ20NzZzNKNSwmlQ7yw/gVeWP8C9d56muqbmDtyLuWu4duH22K2UO2pJpaJ0RJsIZwJ01jSWLAVGoQQQhS+uBKnNdBKIB2g2lOdl2Mh3dB55INHeLH9RQDOnno2R489esjHUax2FpTe3s9tBafh44zqLYPSZIPKxse/mEwmsouM3Bi2DDYPrDMoSD2wHDOYsgExi8mC2ZwNIA/834oVzGDl4yC1yTJoW58ORG9z2cd/59PrDfztgWX5PG+wW+yUOkqp8dSgGzpJNUlCSRBTYoRSoVzlLAMDm9mWyyofrud7Yms2iy1Xzev48cej6RobIhtygfJVgVXElBgf9H3AB30fAGA1WxnnH8eU8mzp9YnlE3FZXTv5S7tXSk3xUf9H2azw3mX0JAa3PC13lmcD4VUz2bdyX9w295COT+xdDMMgo2dIqknSahrDMLBZsvu8kd6RlNhLchnhwz35p5DJKyN2K6/Xy4EHHsg999xDW1sbiqLQ0NDA+eefzzXXXJNb76677uKyyy7jwQcfZOTIkaxfv567776bc889l4MPPpjKykquvPJKIpHIoO0/+uijnHfeecyfP58RI0Zw4403ct111w1aZ1vb3hmTyURlZeV2l3/ta1/j+9//PhdddBHpdJpjjjmG6667jp/85Cef6fnZHerq6li6dClXXnklX/7yl0mn04wePZoFCxZgNu/dF9atVisXXXQRt99+OxdccAE33HADVVVV3HLLLaxduxa/38+sWbMGvVd2ZPPmzaxatYpVq1ZRV1c3aJlhGPh8Pm6//XZWr16NxWJh9uzZ/P3vf889T7v6XjGbzTz11FNcfPHF7LvvvkyaNIl7772XQw89dKt1NU3jhhtuYNWqVZSWlvK1r32NH/3oR0C2V/qrr77Ktddey7x58zAMg3HjxuUC50IMd7qh05fsoz3STigVwueQPuLFMls0paYIpUI4rU4mlk2kxlOzV80K39MsZgt+px+/00+Dr4FIJkIwGaQ32UtPvAez2YzX5sVldRXNJImhNLpkNGdNPYvTJ5/OB30f0NzZzNvdb9MZ6+T3q37PH1b9gX0r92V+/Xz2r9l/2E7U8dq9OK1OeuI9RDNRxpSOodqdn2CEEEKI4hXLxGgJtBBKh/IWFNd0jQeWP8CSjUswYeL86edz+KjDh3wc+fJ5g9LbDFIzuNy3iU8yoQd6U8PHQeqPM6cHgtQDAeEtA8e5n58KSg9kNm/5z2K2DMqUHsiczgWVdxCUHhSI/lRQ+tP33RuC0nsbs8mcq5RVRRVGiUFKS5FQEiTUBKFUiJgSoz/Tj2ZouexJp8VZNOfAInsePNY/lrH+sRwz9hh0Q2djdGM2UP5xn/JgOkhLoIWWQAuLWIQJE2NKx+R6lE8qn4TP7tut4zIMg02xTSzrXcaynmWsDKxE1dVPxm2yMLl8ci4rvN5bL+fpRUw3dNJampSaIqNmMDBwWB24LC5qS2vx2ry4rW5cVpdMBCogJmPLoxQx5CKRCKWlpYTD4a2ylVOpFOvWrWPMmDE4ncPzAp0QQgwXss/esVAqRGesk55EDzaLDb/DP+wvLKTUFH9b8zeeW/tJH/HDRx3OyZNOLqo+4sFUEBMmajw11PvqpefWFjJahkgmQl+yj/5kPyk1hdVixWvzDtvg7N4ioSR4o+sNmjubWRVYlbvdaXFyYO2BNNU3MaViyrDdT4XTYVJqijpvHaN8oyTrQQghxJCIZCK0BFqIZqJUuavy8j2raAr3vn8vb3e/jcVk4cKZF3LwyIOHfByQDdB/uq/0DgPWuxDI3rJ39JY9pD9d3nsg2LytoDSwVTZzLkN6y8D0Fr8PBKlzweftZEBvKyi9rXLhWwW0t+h/LQqDoikk1AQJJZErv57W0iiagslkwmF14LQ4cVgc8toWKcMw2JzYzMr+jwPlgVVbZWsDNPgamFI+hckVk5lSPoUy586rw35aUk3yUd9HLOtZxrLeZfQl+wYtr3RV5rLC96ncZ8iz1sXeQzf0bH9wNUVGy2T3VxYHHpuHMkcZHrsnFwiXfdfeZUex1k+TwHieSWBcCCGGB9lnb1tCSbAptolN8U1oukaZs2zYzxDfXh/xc/Y5h9Elo/M8uqGhGzqhdAhFU6h0VdLga8Dv8MtJww6k1BThdJi+ZB/BdJC0msZuseO1e4squz4fNsc3s3jjYpo7mwddiKl0VTKvfh7zRs6jzlu3gy0UpoyWIZAM4LP7aCxtpMpVJZ9RIYQQe0w4Hc71m61y5+c7J62lueudu/hv73+xmq1cOutS9q/Zf8jHAdCf7EfTtVx22ZZ9pT8dCDabzJjJBp9NmLJB6C2D0h//32KyfJJdvY0M6C23vd2S3jtYJsQXoelaLlAeV+MEk0GSWpKMlsEwDOxWO06LE6fVOWwnp4qd60v2sSqwilX9q1gZWMnG2Mat1qnx1GRLr1dMYXL55G2exxiGQUe0g+W9y1nWs4xVgVVohpZbbjVbmVI+JZcVXuepk/1ckVJ1NRsI11IomoLZZMZldeG1efE7/dkWeFa3JC8UAAmMFxAJjAshxPAg++zBFF2hJ9FDe6SduBLH7/QXxYzbVYFVPPHRE7k+4iPcIzhz6pnsP2L/ojnJimaixNKxXNnwSlellJP6jBJKtj9fT7KHcDpMRsvgsrrw2DzDfmJJPhmGQWuwlVc7X+WNTW+QUBO5ZRPKJtBU38RBtQcNq97chmHkJrHU++oZVTIKh8WR72EJIYQYZgKpAK2BVlJaikpXZV6OixNKgtvfvp1VgVU4LA4u3/9yplVNG/JxGIZBX7IPp8XJ+LLxOC3OXQpSCzHcGIaR7VP+cbA8mA4Sz8RJaSl0Q8/27P04UC59eovXwKSqgT7lGyIbshUwtlDhrMgFyb02L//t/S/LepcRSAUGrVftrmZmVTYQPrViqgQ6i1RGy5DSshnhuq5nWz1YnPgcPvwOP26rG7fNLQkKBUgC4wVEAuNCCDE8yD47Szd0+pP9dEQ7CKQCeOwefDbfsL+Y05vo5Xcrf8cbXW8AxdtHPJgK4ra6afA1MMIzQk4kviDDMIgpsWyQPJHtC63qKi5bdvayTDjYczJahnc3v0tzZzPLe5fnSpxazVZmVc9ifsN8ZlTNGDYX6dJamkAyQJmjjMbSRipcFfkekhBCiGGiL9lHa6AVxchWEsqHWCbGLW/eQlu4DZfVxVUHXMWk8klDPo6BoLjL6mJS2ST8Tv+Qj0GIvVlaS5NUssHycDpMJBMhpaZQDRWzyYzD4sBpdWI324f9NQaxbXElTmugNdenfG1o7aBM8C3ZzDamVkzNlUiv8dTI+6bIGIZBRs/kSqNjgNVixWFx4Hf6KbWX4rK6cNvc2MzFce1uOJPAeAHZlcB4Y2MjLtfwz7ITQohClkwmWb9+fVEHxsPpMJ3RbB9xi9lCmbNs2JdAkz7i2bJTgWQAi9mS7SPurZd+xXuAbuhEM1FCqRA9yR5imRiGYeC2u/HYPMP+s5ZPoVSIpZuW0tzZzIbIhtztJfYSDhl5CE31TTSWNBb8RRbd0LNZFQY0lDTQ4G0omok9Qggh9ozeRC+twVZ0Q6fcVZ6XMYRSIW568yY6oh34bD6umXMNY0rHDPk4dEOnN9GLz+5jYtlESh2lQz4GIQqNqqu5jPJYJkYoHSKpZsuvmzBly69bs33K5XyoOKXUFGtCa3J9ymOZWC4YPrViqkzWLzK6oWczwgcC4YDdYsdtdeN3+PHavXhsHlxWlyQaDEMSGC8gO3qxNE2jtbWV6upqKioka0MIIfZm4XCYTZs2MX78eGy24gokpNQUm+Kb2BjdiKqr+J3+YX/yoRs6zZ3N/HHVH3N9xPep2Iez9zm7uPqIp0IoukK1u5p6b71kvQwRVVeJZCIEk0H6kn3E1TgmTHjs2d5XhR6g3ZttiGygubOZJRuXEE6Hc7c3+Bpoqm/ikJGHUO7Mz4X/3SWpJgmlQlS6KmksaZTPtRBCiM+lO97N6uBqzCZz3r5L+pJ93PjGjXTHuylzlHHNnGto8DUM+Th0Q6c33kupo5SJ5RPx2X1DPgYhhgPd0EmpKRJqgngmni2/rsTJaBl0Q8dqsUr5dSGKyMA+IaWmyOjZCTMOiwOPzZMLhA/0B5fJM8OfBMYLyM5erK6uLkKhENXV1bjdcqFTCCH2Rrqus2nTJmw2G6NGjSqafbWqq/QmemmPtBNVopQ6SosiU7jY+4gbhkFUiRJPxylzltFQku0jLicZ+aFoCuFMmP5kP/3JfhJqAqvZitfuxWWVikN7iqZr/LfvvzR3NvNO9zsougKACRPTq6Yzr34es2tmF2y/7oG2GFazldG+0dR6a+XiohBCiF3WFeuiNdiKzWLLW2Z0d7ybG9+4kb5kH5WuSn4050fUeGqGfBy6odOT6KHcUc7E8ol4bJ4hH4MQw9lAoDyhJAhnwkTTUVJaCk3XMJvNOK1OnBbnsJ+8L0QxUHU1GwjXUqiaislkwmlx4rV7KXOW5fqDOy3Oorg+JwaTwHgB2dmLZRgG3d3dhEKhoR+cEEKIXWY2mxkzZgx2+/A/2TIMg/5UP53RTvqSfbhtbkrsJcP+oLMn0cPvV/6+qPuIJ9Uk4VQYt81NvbeeGk9N0Tz2QpBSU4TTYfqSfdkyg0oSu9WO1+4t2ABtIYgrcd7Y9AbNG5tpCbTkbndZXRxYeyBN9U1MLp9ckJNHYpkYsUyMEZ4RjC4ZLRluQgghdsgwDDbGNrImtAaH1UGJfccXJfeUjkgHN715E6F0iFpPLdfOuTYv/c01XaMn0UOlq5KJZROLYhKxEPmm6AoJJUFSTRLJRAilQ9lsUi0zuE+5xV6Qx+dCFBNFU0hp2YxwVVexmrNVIUocJdnkHGu2tZxMfBEggfGCsqsvlqZpKIoyhCMTQgjxWdjtdszm4X9SFc1E2RjbSFesC7PZTJmjbNj35UmpKRatWcTza58f1Ef8lEmnFE1vQEVTCKQCWM1W6jx11Hnr5MLeXi6hJIhkImxObCacDpPRMjitTrw2r0xm2IO6490s7lzM4o2L6Un05G6vclUxr34eTfVNeclW+yJUXSWQDGC32BlTOoYaT41cRBRCCLEVwzDoiHbQFmrDbXPjtXvzMo61obXc/ObNxJQYo3yjuGbONfgd/iEfx0B1rWp3NRPLJuK0Ood8DEKIbNWGpJrM9ilXYgRTQZJqkrSWxsDAZrblssqH+7UNIfZmhmGg6ApJNUlKTWEYBjaLDYfFgd/hp8RegtuWzQi3meWahtiaBMYLyGd5sYQQQoihpugKGS1DWksTTofZFNtESk1R7iof9jMyB/qIP7XqKULpECB9xBt8DUUzGWC4MAyDuBInnAmzOb6ZaCaKpms4bU48No+Ux95DDMNgVWAVizsX83rX6yTVZG7ZxLKJNNU3Mad2Tt6CBp9HJBMhkUlQ561jdMlomRwjhBAiRzd0NkQ2sC68Dp/dl7fviFWBVdz21m0k1STj/OO4+oCr8/JdOxAUr/HUMKFsglTuEWIvYhgGKS1FQkmQUBOEUiFiSoyUmkIztGxG6seBcplQLMSeYxgGaS1NSk1lJ6oYBnaLHZfVRZmjLNsf3ObGbXXLpBWxSyQwXkAkMC6EECLfdEMnraXJaJlcEDyuxklkEtnb9QyqrqIbOiWOkqLoi7eyfyW/XfFb6SOeiVPmKGNUySgqXBWSJVrgdEMnmokSTofpSfQQzUQxDAO3PVt+TF7fPSOjZXin+x2aO5tZ3rscg+zpl81sY3bNbE6fcnpeyrt+Hoqm0J/qx2v10ljaSLW7uij2iUIIIbZP0zU2RDewLrSOUmcpLqsrL+P4oPcD7nznTtJaminlU7jigCvyMhZFU+hL9jHSO5Jx/nHDfjKxEMOBoim5PuUD5dfTWhpFUzCZTDisDpwWJw6LQ459hficdEPP9QfPqJnsZ8viyAbCnWV4bdlAuMvqkmsT4nORwHgBkcC4EEKIoaJoCmktnQuCp7QU8UycuBpH1VUUXUEzNAAsJgs2sw2bxZb9abYVxQmg9BHP9hEPpUJ4bB4afA2McI8omsdeTFRdJZqJEkwH6U30ElfimDDhsXvkRHQPCqaCLN24lObOZtqj7UB2P/M/+/4P80bOK4j9rGEYufL8A9njUh5WCCGKk6qrrA+vZ31kPWXOsrx9H7zT/Q4/f+/nqLrKjKoZXLb/ZXnJ0s5oGfoT/dSX1DOudJwcQwtRoDRdywXK42qcYDJIUkuSVtMA2K12nBYnTqtTzpuE2A5N10hpKZJqElVTMWHCaXXisXsoc5ThtmUn6DstzoI4DxZ7PwmMFxAJjAshhNidNF0jo3+S+Z3W0tmTOSWenfGsKyi6gmEYmEwm7Gb7oOB3sZYnSqpJ/rbmb4P6iP+/Uf+PkyedXDSlw6WPePFSNIVwJkwgFaA/2U9CSWA2m/HavLisLjlJ3UPWhdfxyAePsDq0GoDZNbM5f9r5lDgK45wgraUJJAP4HX4aSxupcFbIe0UIIYqIoiusDa2lM9pJmassb+XCl25cyv3L7kc3dA6oOYDv7fe9vASk01qaYDJIva+ecf5x0q5GiGHEMIxsn/KPg+XBdJB4Jk5KS6EbOjaLLRcol8++KFaKppDSUqTUFKquZtsSWJz47D78Tj9ua7Y/uLQXEXuKBMYLiATGhRBCfFaGYaDoyqDy50ktSSwTy87E1FUyWgbDMDAwsJgt2Cy2bBDcbMNqtkrw4mPSRzz7HARTQTRdo9pdTb2vvmgmA4itpbU04XSY/mQ/gVSAlJrCarHitXklK3gP0HSNZ9c+y/+1/B+aoVFqL+X86eezf83++R7aLhnYfxiGQb23noaSBikZK4QQRUDRFNrCbXRGOqlwV+Rt3/+f9v/w4H8fxMBg3sh5fGfGd/Iy0TelpgimgjSWNDKmdEzRTjYWopiktTRJJRssD6fDRNIRUloK1VAxm8w4LA6cVid2s12uv4hhKaNlcqXRdV3PBsKtTvx2PyWOklx/cKmeIoaKBMYLiATGhRBCbI+ma7ng98DPhJIgpsRy2d+aoWFgYMKUC35bzVbsFruU9NqJlf0reWLFE6wLrwOyfcTPmnoWXxrxpaI4cTUMg2gmSkJJUOYso8HXIH3ExSADPfZ6E725PnsOqwOvzSvBz91sfXg99y+7n45oBwDz6+dzzj7nFEzVhoGAQIWzgsbSRsqcZfkekhBCiD0ko2VYHVxNV7yLSldl3i54/33t33lixRMAHDH6CM7d99y8HMcmlASRdIQx/jGM9o2WoLgQRUrV1VxGeSwTI5QOkVSTZLQMJkzZ8uvWbJ9yOecWhcYwDNJampSWIq2m0Q0du8WO2+qm1FGKz+7LBcKlaoLIFwmMFxAJjAshRHEzDGNQ6fOMliGpJIkq0VzwO6NlMDDAAKvFmit7brfY5YDzc5A+4tkLeOF0GK/NS0NJA9Xuamzm4njs4rMzDIO4EiecCdOb6CWcDqPqKk6bE6/NK/uh3UTRFP7U+ieea3sOA4NKVyUXzLiAfSr3yffQdolu6PQn+7GYLIzyjaLOVyf7FSGEGGbSWjobFI91Ue2pzssxgGEYPL3maf7U8icAvjr2q5wx5Yy8TGyNK3FimRhjS8cyqmSUBLuEEDm6oZNSUyTUBPFMPFt+XYmT0TLoho7VYpXy62KvNfD+TWkpMmoGAKfVicvqwu/047NlA+Euq0u++8ReQwLjBUQC40IIURwGypsP9P3OaBniSjzX+1vVVVRdBcBsNmezvrfo/y0Hml+c9BHPZviEUqFP+oj76nBZXfkeligguqETzUQJp8P0JHqIZqLoho7b7sZr88q+ajdYFVjFL5f9kp5EDwBHjTmK0yafVjBZ+nElTiQdodpdTWNpIyV2OccRQojhIKkmWR1cTU+ihyp3Vd6C4r9f9XuebXsWgJMnnszXJ3w9L0HxWCZGQkkw3j+eel99UVScEkJ8MQOB8oSSIJwJE01Hs+XXdRWL2YLT6sRpcRbMcb8YPjRd+6Q/uKZiMpmwW+x4bB7KneW5bHCX1SXfd2KvJYHxAiKBcSGEGD4Gsr+3LH+eVJLZ0udqmoyeQdGUbPY32ezvLYPfMkt4z5A+4tmTnGA6iK7r1HhqqPPWFc1kALHnaLpGNBMlmA7Sk+ghrsQB8Ng8uG1uCZJ/AUk1yZMrnuSl9pcAqPPWceHMCxnnH5fnke0aTdfoS/bhsDhoLG2kxl0jpWWFEKKAJZQErcFW+pJ9VLur87JP1w2dxz58jH9t+BcAZ009i2PGHjPk4wCIZCKk1TTj/eMZ6R0pQQIhxOei6AoJJUFSTRLJRAilQ6TUFBktM7hPubTKE7uZqqu5jHBFU7CYshMzSuwllDpKc4Fwp9WZ76EKscskMF5AJDAuhBCFZ6C8eS4DXE0TU2PElTiKpuSyv02YMJlNW5U+lxOaoSN9xA0imQgJJUGlq5J6Xz3lznJ5D4rdTtEVIukIgVSAvmQfcSWOxWzBa/PKrPIv4P3N7/Pr//6aUDqE2WTm6xO+zvHjjy+YiVTRTJR4Jk6Np4bG0kY8Nk++hySEEOIziitxWgItBFNBqj3VeTmO1HSNX//31zR3NmPCxDenfZMjRh8x5OMAci1lJvgnUOutzcsYhBDDk27oJNVktk+5EiOYCpJUk6S1NAYGdrMdh9WB0+KUSafiM8lomVwgXNd1rGYrTquTUnspJY6S7OR2q7to2guK4UkC4wVEAuNCCLF30g19UN/vtJYmqSaJK/HsDF49g6qpGBiYTCasZmsu81uyv/NvW33ET5xwIl9p/ErRHOgP9BH32Xw0lDRQ5a6Sfr9iSGS0DOF0mP5kP/2pflJqCqvFitfmlRnnn0M0E+XhDx7O7c/Glo7lwv0uZKR3ZJ5HtmtUXaUv0YfH5qGxtJFqd36CKkIIIT67aCZKS6CFSDpClacqL/tvVVe59717eav7LcwmM9+d8V3m1s8d8nEAhFIhdENnQtkEajw1eRmDEKJ4GIZBSkuRUBIk1AShVIiYEiOlptAMLRfcdFqcRXOdQ+ycYRiktTQpLUVazU6qsJltuKwuSh2llNhLchnhcu1SDCcSGC8gEhgXQoj8UjRlUPnzlJrK9ovTEiiagqIraIYGRrb395alz21mm2RB7mWSapJFaxbx97V/L+o+4sFkELvVTp23jjpPnQQjRd4k1SThdJi+ZF+uNKDD6sBr80rvvM/otY2v8fCHDxNX4tjMNk6bfBoLxiwomCBzKB0iraap89YxumQ0Lqsr30MSQgixA+F0mJZACzElRrW7Oi/nPRktw93v3M2y3mVYzVYumXUJs2tmD/k4AALJAGaTmYllE6lyV+VlDEIIoWhKrk/5QPn1tJZG0RRMJlMuo9xhccj1qiKhG3o2EK6myKgZDAwcVgcui4syVxlemxe31S3tzsSwJ4HxAiKBcSGE2PMGDhK3zACPq3HimXj2BELPlj83jMHZ33azHZvZJiWqCoD0Ed+6j/hI30hK7HJsIfYOhmGQULNVDHoSPUQyETJaBpfVhdfulZnquyiQDPDr//6a5b3Lgex+7oKZF1DpqszzyHZNRssQSAbw2X2MKR1DpatSLtgJIcReKJQK0RJoIakl87avTqpJ7nj7Dlb0r8ButvOD2T9gRtWMIR8HQF+yD5vJxsTyiQXznSuEKA6aruUC5XElni2/riVJq2kA7FY7TosTp9UpQdFhQtO1XFXL3IQIiwOPzUOZowyPPVsWXVqaiWIjgfECIoFxIYTYfRRNyfb8/jj4ndSSJDIJ4mocVVfJaBl0QwcTWEyWXPDbarZK9ncBW9m/ksc/epz1kfUA1LhrOHPqmUXVRzycCZNUkrk+4hXOiqJ47KIwGYZBVIkSTmWD5FElimZouK1uPDaPTEbaCcMweLH9RZ5c8SRpLY3L6mLhPgtpqm8qiM+9YRgE00E0XaPeW8+oklFSPUAIIfYigVSAlkALaS2dt8zoWCbGrW/dyprQGlxWF1fMvoIpFVOGfByGYdCb7MVlcTGpfBJlzrIhH4MQQnwWhmFk+5R/HCwPpoPEM/Fsb2lDx2ax5QLlMjm5MKi6musPrmgKFpMFp9WJ1+bF7/Tn+oNLpUBR7CQwXkAkMC6EEJ/NwMzIjJbJlUBPZBLElBgZPYOiZ8ufD9iy9LndYpcZssNIT6KH3638HW92vQl80kd8wZgFRXOCF1fiRNIRfHYfo3yjqHJXFc1jF8ODpmtEM1GC6SA9iR4SSgIDI3tyL6Xedqg73s39y+5ndXA1ALNHzOa86ecVTNuIlJoimApS7iynsbSRcmd5vockhBBFry/ZR0ugBc3QqHBV5GUM4XSYm9+8mQ2RDXhtXq4+8GrG+ccN+TgMw6A30YvH5mFS+aSC+X4VQohPS2tpkkoyV8Erko6Q0lKohorZZMZhceC0OrGb7QUx0Xa4y2gZUlqKlJpC1/VsL3mLkxJHCaWO0lxZdJlcLMRgEhgvIBIYF0KIrRmGgaIPzv5Oadne30k1mQ1+awqGYWBgYLVYcz2/bWYbVrNVDuaHsW32ER/9/zhl4imUOIrju3SgHLHT6qTOW0etp1ZmB4uCp+gKkXSEYCpIX7KPuBLHbDbjtXmlDNx26IbOs23P8qeWP6EZGiX2Es6ffn7e+q9+VrqhE0gFMGGiwddAva8em9mW72EJIURR6kn00BpsxcDI22Sl/mQ/N71xE5vimyh1lPKjA39EQ0nDkI9DN3R6E7347D4mlU+S9kRCiGFF1dVcRnksEyOUDpFUk2S0DCZM2fLr1myfcpmovGcZhkFGz2QzwtUUhmFgs9hwWBz4nX5K7aW4rC7cNrecJwmxExIYLyASGBdCFLOB8uZb9v6OKTESSmJw728MzCbzJ32/P84AlwP04qIbOq92vMpTLU8RTocB2LdyX86eejajSkbleXRDQ9VVgqkgQLaPuHckPrsvz6MSYvfLaBnC6TD9qX76k/2k1BRWixWvzSuTQLZhQ2QD979/P+3RdgCa6ptYuM9C3DZ3nke2axJKgnAqTJW7isbSRsnKE0KIIdYd76Y12IrFbMHv8OdlDJvjm7nxjRvpTfZS4azgR3N+RK23dsjHoRs6PfEe/A4/k8on4bV7h3wMQggxlHRDJ6WmSKgJ4pl4tvy6Es+1I7RarFJ+fTfRDZ20lialpsioGQwMHFYHLosLv8OP1+7FY/PgsrqkxZgQn5EExguIBMaFEMPdwOzHXPlzLUNSSRJVoqTVNIqhkNGyB4Mmw4TFYsllftstdjnoFoD0EdcNPVvuTE3l+oiXO8uL4rELkVJThNNh+pJ9BNNBUmoKh8WB1+6V8nFbUDSF/2v9P55texYDg0pXJRfMuIB9KvfJ99B2iaZr9Cf7sVvsjPKNos5bJxeDhBBiDzMMg654F6uDq7Fb7HmrvrQxupEb37iRYDpIjbuGa+dcm5f+5rqh05PoocJZwcSyiQUzwUwIIXa3gUB5QkkQzoSJpqPZ8uu6isWc7XHttDjlfGwnBiYdpNQUGT2bke+wOPDYPJQ5yvDYP+kPLsk/QnwxEhgvIBIYF0IMFwPZ3wPlz9NqOjvbVImT1tKoupore202mz8pfS7Z32IHPt1H3G11c+LEE/lK41eKZtJELBMjmolSYi9hVMkoKl2VRfPYhfi0hJLti7c5sZlIJkJGy+CyuvDavfK5+NiqwCp+ueyX9CR6ADhqzFGcNvm0grloNbDPq/HU0FjSKJl6QgixhxiGQWe0kzWhNbhsrrxVIVoXXsfNb95MNBOl3lfPtQdeS5mzbMjHoekavYleKl2VTCibIEFxIYTYgqIrJJQESTVJJBMhlA5lg71aZnCfcou9qK/vqbqaDYRrKRRNwWwy47Q48dq9lDnLcv3BnRanJDoIsZtJYLyASGBcCFFIDMPIBb4HeoAnlI+D32qajJ7J9v4m+9VitVgHlT6XoIXYVUk1yaLVi3h+3fOoulqUfcTTWppgKojT4mSkdyS13locFke+hyXEXsEwDGJKjHA6TE+ih2gmimqouK1uPDZP0Wcap9QUT654khfbXwSgzlvHhTMvZJx/XJ5HtmtUXaU/0Y/T6mRM6RhGeEYU9QU2IYTY3XRDpzPaSVuoDbfNnbdJSK3BVm5981YSaoKxpWO5+sCr8xKgV3WV3kQv1e5qJpZNlLYtQgixE7qhk1ST2T7lSoxgKkhSTZLW0hgY2M12HFYHTotzWJ+bKZpCUkuSUlNouobVbMVlceFz+Ch1lObOTwtlkrIQhUwC4wVEAuNCiL2RoiuD+n6n1TQxNUZciaNo2b7fA8FKk9m0VelzuXgtPi/pI569MBdIBTBjzvURl4xJIbZPN3SimSihVIieZA+xTAwAty07G7+Yv5Pe73mf3yz/DcF0ELPJzAnjT+CECScUzES1cDpMSk1R561jlG+UZO8JIcRuoBs6GyIbWBdeh8/uy9u+9cO+D7nj7TtIa2kmlU/iytlX5mUsA0HxWk8t48vGy0RUIYT4HAzDIKWlSCgJEmqCUCpETIllA8ZGNmA8UH7dZrHle7ify0CryIHS6IZhYLPYcFgc+B1+Sh2luKwu3DY3NnNhPkYhCpkExguIBMaFEPmiG/rg4LeWJq7GSSrJXO8bVVfRDR2zyYzVbMVmsWE3Z4PfhXJRXRSOrfqIe2o4a+pZzKqeVRQlpnRDJ5wOk1bTVLorafA1UOYoK4rHLsTuouoqkUyEYDJIX7KPuBrHhCnXu60YP0+xTIyHP3yY1ze9DsDY0rFcOPNCRvpG5nlkuyajZQgkA/jsPhpLG6lyVRXl6yiEELuDpmusD69nXWQdfqcfl9WVl3G8u/ldfv7uz1F0hWmV0/jB/j/IS5Z2RsvQn+xnpHck4/3jCzZYI4QQeyNFU3J9ygfKr6e1NKqmgolcRrnD4tgrj+8Hqmam1FQ2E94wsFvsuKwuyhxleO3e7GRsq3tYZ8ULUSgkMF5AJDAuhNjTFE0ZVP48paaIZWLE1Xiu77dmaACYTeZBpc9tZtteeXAqhhfpI/5JT91SRykNvgaqXFVyYiXEF6RoCuFMmP5kP/3JfhJqAqvZitfuzVsgIJ9e2/gaD3/4MHEljs1s47TJp7FgzIKCyKg3DINQOoSiKYz0jWR0yWjJ6BNCiM9I1VXWhtfSHmmnzFmWt3Lhr296nfvevw/N0Nh/xP5cMuuSvASkByZejfSNZJx/nGT3CSHEHqbpWi5QHlfi2fLrWpK0mgbAbrXjtDhxWp15OUfRDT2XDZ7RMwA4LU7cVjd+px+vLRsId1ldBXEOJUSxkcB4AZHAuBBid9B0jYyeyWV+p7U0CTVBPBPPBcQVXQEDMLFV8FsCcCIfEkqCv635W1H3EU+pKUKpEE6rkwZfAzWeGuk9JcQekFJThNNh+pJ9hNIhkkoSu9WO1+4tqgBrIBXg18t/zfLe5QBMrZjKBTMuoMpdleeR7Zq0liaQDFDmKKOxtJEKV0W+hySEEAVB0RXWhtbSEe2gwlWRt+PNVzpe4dfLf42BwSF1h3DBzAvyMhE2paYIpoKMKhnF2NKxRTMZVwgh9iaGYWT7lH8cLA+mg8QzcVJaCt3QsVlsuUD5nthPa7pGUk2S0lKoWvaalNPqxGP3UOYow2Pz4La5cVqckjQkRAGQwHgBkcC4EGJXGYaBoiu50ucZLUNSSxLLxEiqSVRdJaNlMAwDw2RgMVlypc9tZhtWs1UO5MReQTd0Xul4hT+2/DHXR3xa5TTOmnpWUfURD6aCmDBR46mh3lePx+bJ97CEKAoJJUE4HaYn2UM4HSajZXBanXht3qIooWoYBi+1v8RvV/yWtJbGZXVxzj7nML9+fkEcJ+iGTiAVAAMaShpo8DYUxesmhBCfl6IprAmtYWN0IxXu/AXFX1j3Ao999BgAh486nPOmnZeXjLuBiamNJY00ljbKJHEhhNiLpLU0SSUbLA+nw0TSkWzg2lAxm8zZ0utWB3az/TOfuyiaQkrLZoRruobFbMFpceKz+/A7/bitbtw2d1FNnBZiOJHAeAGRwLgQ4tM0XRvU9zujZ0hkEsSUWLYXj5Etfw5gwpTN+v44+9tusUs5H7FXW9G/gic+eqKo+4gPlAOudGX7iPsd/qJ47ELsbQzDIK7ECaVD9CR6iGaiqLqKy+bCY/MM++yx7ng3v1z2S1qDrQDsP2J/zp9+PqWO0jyPbNck1SShVIhKVyWNJY34nf58D0kIIfY6GS3D6uBquuJdVLoq8zaRaNGaRTy16ikAjh5zNGdNPSsvx78JJUE0E6WxtJHGkkY5dxZCiL2cqqu5jPJYJpat/qUmyWgZTJiy5det2T7ln96nZ7RMtjS6lkLXdaxmK06rE7/DT4m9JNcfXCbZCjE8SGC8gEhgXIjio+kaqqGi6VquxHlGy5BUksTUGCk1lbttYBdttVhzZc8l+1sUos3xzfxu5e94q/stoIj7iKej+J1+GnwNVLoqJUNFiL2EbuhEM1HC6TCbE5uJZqJggNvuxmPzDNsL57qh82zbs/yp5U9ohkaJvYTzpp3HAbUH5Htou0Q3dPqT/VjNVkb7RlPrrS2a7xQhhNiZlJpiTWgN3fFuqtxVedk/GobBH1v+yKI1iwA4ccKJnDTxpLycy8aVOPFMnLGlY2koaRi23+1CCDGcDfQBH2gfGUwHiStxMloG3dCxWqxouoZu6NgtdtxWN6WOUnx2H+5z8YYAAQAASURBVB6bB5fVJecLQgxTEhgvIBIYF2J40A0dVVez/ww1939N11B1lZSWIq1ms78VXckuM7IHapquAWAymT4pff5xBricrItCt60+4keMPoKTJ55clH3ER/lGMcIzQvqIC7EXU3WVaCZKMB2kN9FLTIlhxozHnr2QMhy/mzdENnD/+/fTHm0HoKm+iYX7LMRtc+d5ZLsmlokRy8QY4RnB6JLR+Oy+fA9JCCHyKqkmaQ220pfoo8pdlZfJmLqh88RHT/DC+hcAOGPKGRw77tghHwdkvyeSSpJx/nHU++plkrkQQgwjA4HygaogDqsDn82H2+YetudvQoitSWC8gEhgXIi9l2EYWwe6jWygW9EVMmqGtP5JyXNN13LB7oEAoEF2F2s2m7GarFjMFiwmS+6n1WyVAzQxLG2vj/jZU8+moaQhv4MbIlv2Ea/11lLvrS+YIJMQIkvRFMKZMIFUgP5kPwklgcVswWv34rQ4h9WFdUVT+HPrn3mm7RkMDCqcFXxn5neYVjkt30PbJaquEkgGsFvsjCkdQ42nRo6xhBBFKaEkaA220p/sp9pTnZd9oW7o/Oa/v+GVjlcAOHffc/ly45eHfBwAkUyEjJphfNl46jx1w+q7WwghhBBCZElgvIBIYFyIoWUYRi64va0M74yeIaNmSGkpMnomF+zW9Ow/w/TxLtPIBru3DHIPBLotJgtmk1lOuEXRkj7in/QRr3ZXU++tl963QgwDaS1NOB2mP9lPIBUgpaawWWx47V4cFke+h7fbtARa+OWyX7I5sRmABY0LOG3KaQXzGCOZCIlMgjpvHaNLRsuEJCFEUYllYrQGWwmmgnkLiqu6yv3L7uf1Ta9jwsQFMy+gqb5pyMcBEEqH0HSNiWUTqfHU5GUMQgghhBBiz5PAeAGRwLgQu8dA3+5BAe+Pg96KppDW0rl/uWD3xwHy3G7QBCZMWMwWrCbr1lneJktRBPWE+LykjzhEM1Fi6Rh+p59RJaOodFVKxqIQw1BCSRDJROhN9BJKh0hraRxWB16bd1i0SkipKZ5c+SQvbngRgDpPHRfudyHj/OPyPLJdo2gK/al+vFYvjaWNVLur5RhOCDHsRTIRWgOtRDIRqtxVeTkGzWgZfv7uz3mv5z0sJgsXz7qYA2sPHPJxAARTQQAm+CcwwjMiL2MQQgghhBBDQwLjBUQC40Js35Z9uxVd2SrTO6WlsuXMtXQuCD6Q3a0bOpANdBsmI5fJva0y5hK0EuKLSSgJFq1ZxN/X/T3XRuDI0Udy0qSTKLEXx3fbQB9xl9VFg6+BGk8NNost38MSQuxhhmEQV+KEM2F6E72E02FUXcVpc+K1eQt+UtCynmX8evmvCaaDmE1mThh/AidMOKEgHpdhGITTYTJaJpc97rQ68z0sIYTYI8LpMC2BFuJKnCp3VV4mA6XUFHe8fQcf9X+EzWzjsv0vY7/q/YZ8HAD9yX4sJguTyidR6arMyxiEEEIIIcTQkcB4AZHAuCg2uqGj6RqKrmQD2frgYHdaS5PW06TVdHYdXc3e5+MMbwAMMJlMmE3mbZYxt5gtEuwWYghIH/FsVmIwFcRitlDnqaPOWydle4UoUrqhE81ECafD9CR6iGai6IaO2+7Ga/MW7LFJLBPjkQ8f4bVNrwEwtnQs3535Xep99Xke2a5Ja2kCyQB+h5/G0kYqnBWSPS6EGFaCqSCtgVYSWoIqV36C4nElzq1v3crq4GqcFidXHHAFUyumDvk4APqSfdjNdiaWTaTCVZGXMQghhBBCiKElgfECIoFxMRwYhjGojPmWZc0VXdlmKXMdPRcUN5lMGBi5vt3bK2NuMVvy/VCFEB+TPuI6oVQIRc/2EW/wNVDqKM33sIQQewlN14hkIgTTQXoTvcSVOAAemwe3zV2QQfLXNr7Gwx8+TFyJYzPb+Mbkb3DUmKMK4rEYhkEgFcAwDOq99TSUNAyLkvdCCNGf7Kcl0IJiKHnLjI6kI9z85s2sj6zHY/Nw1QFXMaFswpCPwzAM+pJ9uCwuJpZPpMxZNuRjEEIIIYQQ+SGB8QIigXGxN9syk1sztFwGdy67W02T1JJk9Ay6rudKnWu6BiZyvbvN5my58kGBbunbLURBKvY+4oZhEFWixDNxyhxlNJQ0SB9xIcQOKbpCJB0hkArQl+wjoSQwm814bV5cVldBHQcFUgF+s/w3LOtdBsDUiql8Z8Z3qHZX53dguyilpgimglQ4K2gsbZSgiRCioPUl+2gJtKAbOuWu8ryMIZAKcNMbN7ExtpESewnXzrmW0SWjh3wchmHQm+jFY/MwqXySTFgVQgghhCgyEhgvIBIYF0Nty2zuQf8MFVVTSekp0mqajJbJrTsQ8M7tLkzZ3t1bBrmtpmy/7oFy5oV0kVcIsXMJJcHTa57mH+v+UbR9xJNqklAqhMfmod5bL33EhRCfWVpLE0lH6Ev2EUgFSKpJ3DZ3QV3ANwyDl9pf4rcrfktaS+Oyujhnn3OYXz+/II7/dEOnP9mP2WRmtG80db46bGbZlwshCsvm+GZag62YTKa8TfLpSfRw4xs30pPoodxZzo/m/Ig6b92Qj0M3dPoSffjsPiaWTyyacxMhhBBCCPEJCYwXEAmMi91BN/TBAe4tS5rrKiktG+xOa+nccs3QciXNAUyGCcNkDAp0f7qMuWRECjG8xZU4PYmebf7rTfai6ipQnH3EA6kAVrNV+ogLIXabpJokmArSHmnn/7N33/GR3fW9/9/nnOnqfaVd7Wq9zb1hY1PigHEIIaFciimXmG5iU5JcAqEn9xdjSALJJYkxMRBawODQkwCBUGJssI17wWzxdm9Rb9PPOd/fH2dmNNJqd7WrcjTS65mHMjNnzpz5ao1Gmnmfz+eTdtNqS7TV1Mk2R9JHdPODN2v7yHZJ0lO6nqI3n/9mNcebw13YHKWLaY3nx9WZ6lRfUx9BCoCacSR9RDtGdsixndBecw9NHtINd92g4dywOlOd+sDlHwile4hvfPWn+9WSaNHWlq2qj9Uv+RoAAAAQPoLxGkIwjuMxxhwTdFe3NC+4BeX8nApeoVLd7Zngyze+gpHdRpZlybKsWduYR+wIYTewiri+q4HMgPqzs4ff5Rm4x9Nd163XnP2aVTVHfCQ3Is/31Jnq1LqGdTVV1QmgNqSLae0f36/D6cNKRBI19TrjG1//8cR/6LYdt8n1XTXEGvTm896sp3Y/NeylzYnnexrMDiruxNXX1Kc1qTVybCfsZQHArIwxOpQ+pF0juxSLxEI7oWff+D7deNeNGiuMaW39Wr3/8verNbH0rdzLoXhbsk1bW7Zy4ioAAMAqRjBeQwjGVxdjTNCavFTJPTP4LviFSmV3wa8Ku/3gy1jBj6tlLFm2ddw25nygB6xOxhiN5cd0NHNUA5kBHc0cnRZ8D+eGZXTiX/tNsSZ1pDrUmeo85mu1zNI2xmiiMKFMMaOWRIt6G3rVlmxbFd87gHD4xld/pl97x/bWZPX4vvF9uumBm7R/Yr8k6Yp1V+i157xWddG6kFc2NxOFCaULaa2pW6O+pr6aWTeA1cMYo4MTB/XE6BNKRpOhVUbvHNmpj97zUaWLafU19ul9l71PjfGl/yzL8z31Z/rVkerQ1patSkaSS74GAAAALB8E4zWEYHxlKFdylwPuol+szOcuekXl3bxyXm5a2F1+TPWPoGVZx7Yxr2pnvhoqNAGcWNbNBq3NS8F39WV/pl8Fv3DCx8fsmDrrOtWZnB56d6W61JHqUCKSWKLvZHnKFDMay4+pPlqv3sZedaY6mT0LYMnUcvV40Svq6zu/ru/u+q6MjNoSbfqjC/9I57WfF/bS5sT1XQ1mBlUXrVNfU586U52cEAVgWfCNrwPjB7R7bLfqYnWhnbzz2OBj+ttf/a1yXk5bW7bqz5/656GspdwFa03dGm1u3rzq378AAACAYLymEIwvX9UBdtEvHhN+Z72sCm7Qxrxc+V2Z222Cud0q5djVldzlkLvcxpwP3ABU83xPQ7mhY0Lv8uV4YfyEj7dkqS3ZNmvFd2eqU02xJk6ymUXBK2gkN6KoHQ3miDf0UHkCIBS1Xj2+fXi7PvngJ3U0c1SS9Ly+5+lVZ71KcSce8srmZjQ/qrybV099jzY0buB3AYBQ+cbX3vG92ju2Vw2xhtDahT/Q/4D+7t6/U9Ev6py2c/SuS98VSiBd9IoazA6qu65bW1q2KObElnwNAAAAWH4IxmsIwfjS8o0vzw9mdJdbmFe3Nc95uaCNuVeYFob7xpdnPElBG3NjmRO2MSfsBnA85TbdlRbn2X71p/src78Hs4NTJ9ccR320/rjBd3uyXRE7skTfTe3zfE8j+RH5vs8ccQDLSi1Xj+fcnL78+Jf1o30/kiT11PXo+guv1+aWzSGvbG4KXkHD2WE1xBq0sWmj2pPtnFQGYMl5vqc9Y3u0b3yfmhPNoVVG3334bv3D/f8gz3i6uPNi/clT/iSUQLrgFTSUGdLahrXa3Ly5pk4aAwAAwOIiGK8hBOOLI1PMaLwwrqJfDKq6/YLyXjC72/M9+fIrgbglS7KCsMq27VnbmJeruwFgLvJevtLafLavnJc74eOjdlQdydnnfHemOkOrFFlJjDEaL4wrU8yoPdmudQ3r1Jpo5bUewLJS69XjD/U/pE899CmN5EdkW7ZevPnFesmWl9TECVzGGI3kR+R6rnoberW+cT2ViQCWjOu72j22WwfGD4Qait9+8Hbd/ODNMjJ6Ws/T9NYL3xrKa3jey2s4O6zehl6d0XwGo44AAAAwDcF4DSEYXxwHxg/o8eHH5ViObNuetY25YwWV3VR/ADhVvvE1nBs+bvA9mh896TFaE63qSHWoK9U1PfhOdqo50UxAu4jKc8Qbog3qbexVR6qDD9cALGu1XD0+WZjUvzz6L/rFoV9IkjY2bdRbL3yr1jWsC3llc5NzcxrJjag10aq+pj61JlrDXhKAFa7oF/XE6BN6cuJJtSZbQzsp54d7f6h/efRfJEnP6n2Wrj3/2lDeo5Rfh9c3rtcZTWfUxMlVAAAAWFoE4zWEYHxx7B/fr52jO7Wmbk3YSwFQoyYLk9MD7+zU9YHMQGW8wvEkI8lK6F0OwMuX7cl2qs5CUPAKGsmOKBaJqae+R9113cyOBVAzytXje8b2KONmaq56/JeHfqnPPvJZTRYnFbWjeuWZr9Tvbfy9mjgRrHxCnCVLvQ29WtewjhOqACyKolfUrtFdenLySbUl20J7z/DvT/y7vvz4lyVJz+t7nq4555pQXq+zblajuVFtbNyovqY+Obaz5GsAAADA8kcwXkMIxhcHwTiAkyl6RQ1kZ293PpAdULqYPuHjHctRR7LjmNC7fFkXraMjxTJRniNufKOuui6tbVirxhi/cwHUplquHh/ODeuWh27RgwMPSpLOaj1L1114nTpTneEubI4yxYzGcmPqSHWor6mvpv7tASx/eS+vXSO7dDh9WB2pjlAqo40x+rcd/6Zv7vymJOnFm1+sV2x7RSjvazLFjCYKE9rYtFEbGjfUxIlUAAAACAfBeA0hGF8cBOMAfONrND+qgcyAjmaOVi7L4fdIbkRGJ/4V2BRvqrQ376wrXaY61VXXxTzqGmCM0VhhTNlitjJHvC3RxgkLAGpeLVePG2P0k/0/0Rd//UXlvbySkaSuOfsaPav3WTXx+uz5noayQ4o5Ma1vWK/u+m7a+gKYt5yb046RHerP9Icain/p11/S9/Z8T5L0qjNfpRdtftGSr0MKundlihltat6kdQ3reN8FAACAEyIYryEE44uDYBxYHTLFzLSq76PpoxrITgXhRb94wsfHnfj0+d5VXx3JDiUiiSX6TrDQ0sW0xvPjaog1aH3D+tA+YASAxVTL1eNH0kd080M3a/vwdknSU7qeojef/2Y1x5vDXdgcTRYmNVGY0Jq6Nepr7FN9rD7sJQGoUZliRjtHdmowO6iOVEco7cJ94+szj3xGP9n/E0nS6855nZ638XlLvg5JmihMKFvManPzZq1rWFcTJ00BAAAgXATjNYRgfHEQjAMrg+u7GswOHlP1PZAJwvCJ4sQJH2/JUnuy/bjhd2OskQ9aVpiCV9BwdliJSKIyR5wTHACsZLVcPe4bX/+5+z/1te1fk+u7aog16E3nvUmXdV8W9tLmxPVdDWWGlIgktLFpo7rquqhqBHBK0sW0dgzv0HB+WJ2pzlBeQ1zf1c0P3qw7D90pS5becsFb9KzeZy35OiRpPD+uglfQlpYt6q7r5r0aAAAA5oRgvIYQjC8OgnGgNhhjNF4Yn3XOd3+mX4PZwZO2O2+INRzT6rz81ZZso0p4lfB8T8O5YUnSmro1Wlu/Vg2xhpBXBQBLp5arx/eP79dND96kfeP7JEm/tfa39LpzX6e6aF3IK5ub8fy4sm5WPfU9Wt+wXqloKuwlAagBk4VJbR/ertH8qDrrwgnFC15B/3D/P+jeo/fKsRy97aK36Wk9T1vydUjSaH5Unu9pa8tWPssBAADAKSEYryEE44uDYBxYPvJe/rjBd3+mX3kvf8LHR+3ocSu+O1OdSkaSS/SdYDkyxmgsP6acm1Nbsk29Db1qTbRSXQJgVarl6nHXd/X1HV/Xd3Z9R0ZGrYlWXXfBdTqv47ywlzYn5Y4lDbEG9TX1qSPZwe8iAMc1XhjX9uHtmihMqCPVEUoonnNz+vi9H9cjg48oakf1p0/5U13cdfGSr0OShnPDsmRpa8tWdaY6Q1kDAAAAahfBeA0hGF8cBOPA0vGNr6Hs0FTYne1Xf3rq+lh+7ISPt2SpJdGirlTXrMF3U7yJtqSYVXm+a2OsUesb16s92U6HAADQVPX4oclDSkaTNVU9vmNkhz75wCd1JHNEkvS8vufpVWe9SnEnHvLKTs4Yo9H8qIpeUWsb1mpD44aaWDeApTWWH9P24e1KF9PqSIVzEk2mmNFf/+qvtX14u+JOXO+69F06t/3cJV+HJA1lh+RYjra1blN7sj2UNQAAAKC2EYzXEILxxUEwDiwcY4zSxbSOZo4et925Z7wTHqMuWqfOVKc6kh3qSnWpIzV12ZHsqJlqNiwPeS+vkeyIEpGE1tavVXd9N8EDAMxQy9XjOTenrzz+Ff1w3w8lSd113br+wuu1pWVLyCubm7yX13B2WC3xFvU19akt2Rb2kgAsE8O5Ye0Y3qGcl1N7sj2UUHy8MK6P3v1R7R7brVQkpfdc9h5tbdm65OuQpMHsoGJ2TNtat6k10RrKGgAAAFD7CMZrCMH44iAYB05NwStoIDtwTOg9kBnQ0cxRZd3sCR/vWM60sLsr1RWE4HXBZX2sfom+E6xkru9qODcsW7a66rq0rn4d/9sCgJOo5erxh/of0qce+pRG8iOyZOnFW16sl255aU10B/GNr+HcsGSk3sZe9db31syJCQAWx2B2UNuHt8s1bmiV0SO5EX347g/r4MRBNcQa9L7L3qeNTRuXfB3GGA1mB5V0ktrWuk3NieYlXwMAAABWDoLxGkIwvjgIxoHpfONrNDeqo5mjGsgO6Gi6dJk5qoHMQPDB7Um0xFvUkepQZ6rzmKrv1kQr7c6xaHzjazw/rpybU3uqXb0NvWqJtzC7FQDmqJarxycLk/rco5/TnYfulCT1NfbprRe9Vb0NvSGvbG6yblajuVG1J9vV19hH+AOsUgOZAe0Y2SHf+GpNhlMZPZAZ0Ifv+rCOZI6oJd6iD1z+Aa1tWLvk6zDGqD/Tr/povba1bqupE7YAAACwPBGM1xCC8cVBMI7VKFPMHFPxXQ6+B7IDKvrFEz4+4SSmhd7lGd/l2zEntkTfCTClPEe8Kd6k3oZedSQ75NhO2MsCgJpUy9Xjdx26S5955DOaLE4qakf1im2v0PPPeH5NnJjnG78yQ3dD4wb11PfURNU7gIVxJH1EO0Z2yLGc0E6OOTx5WDfcdYOGckPqSHboA5d/QF11XUu+Dt/4GkgPqDHeqG2t29QQa1jyNQAAAGDlIRivIQTji4NgHCuR67sazA4eE3qXb08WJ0/4eNuy1Z5srwTela9kpzrrOtUQbaACF8tGzs1pND+qhJNQb0Ovuuq6mCMOAAvAN76Opo9q7/jemqseH8mN6JaHb9ED/Q9Iks5qPUvXXXidOlOdIa9sbiYLk5osTKoz1am+pj4CIWAVODx5WDtGdijqREM7GWn/+H59+O4Payw/pp66Hr3/8verLdm25Ovwja/+dL9aEi3a1rpNddG6JV8DAAAAViaC8RpCML44CMZRi4wxGsuPqT/br/50f3BZVf09lB2S0YlfshtjjccG36WvtkQblbZY9qrniK+pW6N1Dev40AwAFkGtVo8bY/ST/T/Rl379JeW8nBJOQtecc42e3fvsmjjBz/VdDWWHFHfi2ti0UV2pLv4+A1YgY4yenHxSu0Z3KR6JqzEWzuc9T4w+oY/c/RFNFie1oXGD3nfZ+0J5vfd8TwOZAbUl27S1ZatS0dSSrwEAAAArF8F4DSEYXxwE41hOjDHKeTmN5cc0XhjXeH5co/lRjRfGNZYfC6q+s/0ayAwo7+VPeKyYHTtu8N2Z6lQiklii7wpYWL7xNZYfU97NqyPVod6GXjXHm2si5ACAWjWteryYUVuydqrHj6aP6pMPfVLbh7dLki7uvFjXnn9tzczwHi+MK1PIqKe+RxsaNxASASuIMUYHJg7oidEnlIqmVB+rD2Udjw89rr/51d8o62a1uXmz3vPU94SyFtd3NZAZUGeqU1tatigZSS75GgAAALCyEYzXEILxxUEwjsXm+Z4mChMaK4xpPB8E3JXrhbEgBC9dH8+Pq+AX5nRcS5bakm2ztjrvTHaqKd5EUIgVp3qO+PqG9WpPtlM9BwBLqFarx33j6z93/6e+tv1rcn1XDdEGven8N+my7svCXtqcFL2ihnJDqo/Uq6+pT52pTv7OA2qcb3ztG9+nPWN71BBrCO2kl4f6H9LH7/24Cn5BZ7edrXdd+q5QAulyKL6mbo22tGxhNBIAAAAWBcF4DSEYXxwE4zhV1VXd5cru6svqau+x/Jgmi5MnbWs+U9yJqynepMZYY+WyMd6ojmSHOlId6kp1qT3ZrogdWaTvElhecm5Oo7lRJSLBHPE1dWsUc2JhLwsAVqVarh4/MH5ANz14k/aO75UkPXPtM/X6c19fE6M4yqN0Cl6hUj1OByCgNnm+p30T+7RndI+aEk2hVUb/6siv9In7PyHXd3VR50X606f8aSh/Yxe9ogazg+qu69aWli38nQ8AAIBFQzBeQwjGFwfBOKTgg4nxwvhUyF1dzT0j8B7Lj6noF0/p+JasSrhdDrurg++ZITgfcgIB13c1khuRJUvd9d1aW7+2JsILAFgNarV63PVdfWPHN/TtXd+WkVFrolV/dMEf6fyO88Ne2pwUvIKGskNqijdpY9NGtSXaqB4Haojru9o7tld7x/eqJdES2nu/Ow7eoU8+9En5xtdl3Zfp7Re9PZQTrwteQUOZIa1rXKdNTZtq5kQrAAAA1CaC8RpCML44CMZXJmOMsm72uNXcMyu7J4oTp/wc5arupliTGuONU5cztjXFm1Qfq5dt2YvwnQIrk298jeZHVfSK6kh2aF3DOuaIA8AyVMvV4ztHduqmB2/SkfQRSdJzNzxXrz7r1TVxgqIxRiO5EXnGU299r3obe6mwBGpA0S9q9+huHZw4qJZkS2jtwv9733/rs498VkZGV6y7Qm85/y2hjCfKe3mNZEe0rmGdzmg+Q1G7Nn5/AAAAoHYRjNcQgvHFQTBeO1zf1URhQuOFcY3mRzWeH5818J5XVXdVwH28am6quoHFNVGY0GR+Us2JZvU29DJHHABqQLqY1r6xfTqcPlxT1eM5N6evPP4V/XDfDyVJa+rW6K0XvlVbWraEvLK5ybk5DeeG1Z5oV19Tn1oSLWEvCcBxFL2inhh7QgfHD6ot1RbaySz/ufs/9aVff0lScELQ6859XSgncefcnEZyI+pr7FNfUx9jwgAAALAkCMZrCMH44iAYD0+5qvtEc7qrLyeLk6f8HAkncdJq7vJ1qrqBcJXniCcjycoc8VqpOgQA1Hb1+EMDD+mfH/pnDeeGZcnSize/WC/d+tKaCGp842soOyTbsrWhYYN6GnqougSWmYJX0M6RnTqcPqz2ZHsor43GGH1z5zf1bzv+TZL0wk0v1KvOfFUoHZmyblZjuTFtbNqoDY0bOAkWAAAAS4ZgvIYQjC8OgvGF5fpupT35WKE0qzs/Vrk+M/ieT1V3uXJ7tsC7vC2s1nQA5q7oFTWSG5FjO+qp61FPfY9S0VTYywIAnKZarR6fLEzq8499Xnc8eYckqa+xT2+98K3qbewNeWVzkylmNJYfU2eqU31NfWqM8Z4RWA7yXj4IxScPq7OuM5QTbowx+vLjX9Z/7P4PSdIrtr1CL9784lBC8Uwxo4nCRCUU5+R0AAAALCWC8RpCML44CMZPbLaq7tkC7/Ll6VZ1V1dunyjoro9S1Q2sFL7xNZobVdEvqjPVqXX169ScaA57WQCABVDL1eN3HbpLn33ks5ooTihiR/SKba/Q75/x+zXxN6jnexrMDiruxLWhcYO667qpxARClHWz2jmyU/2ZfnWkOkIJxX3j618e/Rf9977/liRdc/Y1ev4Zz1/ydUjBCUiZYkabmjept6E3lGAeAAAAqxvBeA0hGF8cqzEYL1d1j+XHTlrZfTpV3bZlB5XcM+ZyV1d4N8ebK9ep6gZWF2OMJooTyhQyao43q7cxmCNeC4EDAODU1Gr1+GhuVLc8fIvu779fknRm65m6/sLr1ZnqDHllczNRmFC6kNaaujXqa+pTXbQu7CUBq06mmNGOkR0azA6qM9UZykkqnu/pUw99Sj9/8ueyZOnN579ZV66/csnXIQWvSzk3p01Nm7SuYR2hOAAAAEJBMF5DCMYXx0oIxo0xyriZSpBdDruPF3yni+lTfo5kJDkVasea1RhvPKalebnqm6puAMeTdbMazY2qLlqndfXrmCMOAKtArVaPG2P00wM/1Rcf+6JyXk4JJ6FrzrlGz+59dk0EOq7vajAzqFQ0pY1NG9WZ6uRvdGCJpItpbR/erpHciDrrwvnZK3pF/eMD/6h7jtwj27L11gvfqmesfcaSr0OSxvJjKnpFbWnZop76nlDWAAAAAEgE4zWFYHxxLNdg3PXd6aH2jKC7urX5eGFcru+e0vHLVd3TQu0Zld3VlzEntkjfKYDVoOgVNZwbVsSOMEccAFapWq0e78/065MPflK/Gf6NJOmizov0lvPfUjPjP0bzo8q7efXU92hD4wYlI8mwlwSsaBOFCW0f3q7x/Lg66jpCCcXzXl5/d+/f6aGBhxSxI/qTi/9El6y5ZMnXIQUdOHzja0vLlmX3uQsAAABWH4LxGkIwvjiWKhivruqeGWpXbysH36db1T3bXO7qkLs5HlR710XrqBgBsOh842skNyLP94I54g3raiYIAQAsvFqtHveNr+/t/p6+uv2rcn1XDdEGvfG8N+rynsvDXtqcFLyChrPDaog1aGPTRrUn22ui6h2oNWP5MW0f3q7J4qQ6U52h/Jxlihn97a/+Vo8PP664E9efXfJnOq/jvCVfhyQN54Zly9aWli01M4oCAAAAKxvBeA0hGF8c8wnGXd89Ycg9c5tnvFM6vm3ZlYB7tmrumeE3Vd0AlgtjTDDftJhWa6JVvQ29aku2cUIOAEBS7VaPHxg/oJsevEl7x/dKkp659pl63TmvU32sPtyFzYExRiP5Ebmeq96GXvU29iruxMNeFrBijOZGtX14u7JeNrSTTyYLk/rI3R/RE2NPKBlJ6j1PfY+2tW5b8nVI0mB2UBErom2t29SebA9lDQAAAMBMBOM1hGB8cVQH48YYpYvpEwbd5dbm44XxeVV1l+dxV4fbM6u9qeoGsNz5xpfne3KNG1z6rlzjqugVVR+tV29jrzpTnYray78aEACwtGq1etz1XX1j5zf07Z3flpFRa6JVb7ngLbqg44KwlzYnOTenkdyIWhOt6mvqU2uiNewlATVvODes7cPblffyoYXio/lR3XjXjdo/sV8N0Qa997L36ozmM5Z8HcYYDWYHlXAS2tq6ldcYAAAALCsE4zWEYHzhfWPHN/TdJ76r/kx/pc35qVZ1O5Yz1aq8urL7OC3NqeoGUCt84wdBt+/KM17l0vM9GWMkS7JkKWJH5FiOInZEcSeuhJNQKppSR6qDOaYAgJOq1erxnSM7ddODN+lI+ogk6bkbnqtXn/VqJSKJkFd2cr7xNZwbliVLvQ29WtewjpPYgNM0mB3U9uHt8oyntmRbaGu44a4bdCR9RM3xZr3/8vert6F3yddRDsWTkaS2tWxTc6J5ydcAAAAAnAjBeA0hGF94f3ff3+lzj37umO2pSOqE1dzV1d6paIqqbgA1pzr0dk0p/PaD0FuWJBOMc3BsRxErIsd2FHfiSkaSSjgJxZyYInZEUTuqqBNVxI5U9gMA4FTVavV43svrK49/Rf+1978kSWtSa3T9Rddra8vWkFc2N5liRmO5MXWkOtTX1FczJyUAy0V/pl87RnZUukeE4Uj6iG646wYNZgfVnmzXBy7/wGmNipsv3/gayAyoIdagrS1beT0BAADAskQwXkMIxhfeo4OP6u7DdyvjZtTX2Fep+KaqG0Atm1bhXdXe3Pf9yj6O7VSqvB3bUcJJVELvctAdtaOK2qXQ245wEhAAYNHVavX4wwMP61MPfapShf2izS/Sy7a+TBE7EvbSTsrzPQ1lhxRzYlrfsF7d9d01sW4gbEfSR7RjZIcc21FzvDmUNRycOKgP3/VhjeRHtKZujT5w+QdCmeftG18D6QE1xZu0tXWrGmINS74GAAAAYC4IxmsIwfjiqJ4xDgDLmTGmEnjPbG/um6nQu1y5HbGCQLscescisUrQXQ69y7fDmIMIAMBsarV6PF1M63OPfk53PHmHJKmvsU/XX3i91jeuD3llczNZmNREYUJr6taor7FP9bH6sJcELEvGGB1OH9bOkZ2KOTE1xsP5fGbP2B7deNeNmihOaH3Der3vsveF0rrcN776M/1qjbdqa+tW1UXrlnwNAAAAwFwRjNcQgvHFQTAOYDkwxkwLu8vtzV3flWWC0NrIVKq3I1ZEUSeqeCRobx6zY9PamlcH4AAA1KJarR6/69Bd+uwjn9VEcUIRO6JXbHuFfv+M36+Jziuu72ooM6REJKGNTRvVVddVE+sGlooxRgcnDmrX6C4lo8nQKqO3D2/XR+/5qLJuVpuaNum9l703lJNZPN/TQGZAbck2bW3ZqlQ0teRrAAAAAE4FwXgNIRhfHATjABZbeZ73tPbmpeBbRpIlWcZSxIlU2pvHnXhlpnfUmV7dXd3eHACAlaxWq8dHc6O65eFbdH///ZKkba3bdP0F16urrivklc3NeH5cWTer7rpubWjcQNgFKHg9OjhxUE+MPqFUNBVaV4VHBh7Rx+79mPJeXme1nqV3XfquUH5GXd/VQGZAnalObW3ZqkQkseRrAAAAAE4VwXgNIRhfHATjAOajHHqXq7zLM70935MsSUayLCuY5V0VeiedpBKRhGJObHqFtxOttEIHAACBWqweN8bopwd+qi8+9kXlvJziTlzXnH2Nrlx/ZU2MMCl4BQ1nh1Ufq9fGpo3qSHbUxLqBxeAbX/vG92nP2B41xBpCO1nk3iP36v/d///k+q4u6LhA/+eS/6O4E1/ydZRD8TV1a7SlZUsoawAAAABOB8F4DSEYXxwE4wCOp1zZXQ67y+G370/N87Ytu1K97diOEk5C8UhcKSc1a1vziB2hJSkAAKfB8z31Z/prrnq8P9Ovmx+8WY8PPy5JuqjzIl17/rVqSbSEvLKTM8ZoND+qolfU2oa12tC4gQAMq47ne9o7tld7xveoOdGsZCQZyjp+8eQv9E8P/pN84+vSNZfqHRe9I5TXwKJX1GB2UGvr12pT8ybFnNiSrwEAAAA4XQTjNYRgfHEQjAOrjzFmqq25mQq9PePJN36lvXm5wjtiBcF3OfRORBLTwu7qNudUUgEAsLjSxbT2ju3VkfQRpaIpNcaX/3sj3/j63u7v6avbvyrXd1UfrdebznuTLu+5POylzUney2s4O6zmeLM2Nm1UW7It7CUBS8L1Xe0e26394/vVkmgJrV34T/b/RJ9++NMyMnrm2mfquguuC6XDVMEraCgzpHWN67SpeZOi9vI/OQkAAACoRjBeQwjGFwfBOLCyVIfe5QrvSmtzIxnLyJJ1bOgdTSjpJBVzYse0NS9fEnoDALA81Gr1+IGJA7rpgZu0d3yvJOkZPc/Q6899fWizik+Fb3wN54YlI/U29qq3vrcm/s2B01X0i9o9ulsHJg6oLdkWWmX093Z/T1/89RclSVetv0pvOO8NoXSgynt5jWRH1NvYqzOazlDEjiz5GgAAAID5IhivIQTji4NgHKgdvvEr7c3LYXf5uoxkKQiuI87UPO+oHVUyMjXPe2Zb8/IlAACoPbVYPe76rr6585v69q5vyze+WuIt+qML/0gXdFwQ9tLmJOtmNZobVXuyXX2NfWpONIe9JGDBFb2ido3u0pMTT6otFU4obozRt3d9W1/b/jVJ0u+f8ft6zVmvCeVk3Zyb02huVBsaN2hj08ZQqtUBAACAhUAwXkMIxhcHwTiwPPjGn1blXZ7r7RtfRsGvH0tWMMu7FHrHnbiSThB6R53o9PbmpSpvPrQBAGBlq9Xq8Z0jO/XJBz+pw+nDkqTf2fA7+t9n/e/QWjWfCt/4GsoOybEcbWjcoJ76Hk40xIpR8AraObJTh9OH1Z5sD+X1xBijW39zq777xHclSS/f+nK9ZMtLQgnFM8WMxvPj2ti8URsaNvD+CgAAADWNYLyGEIwvDoJxYPGVK7vLYXe5ytv4phJ625Y9FXo7EcXtuBLRhFJO6pi25uUAPIwWggAAYHmqxerxvJfXrY/fqh/s/YEkaU1qja6/6Hptbdka8srmZrIwqcnCpDpTnepr6lNDrCHsJQHzknNz2jW6S0fSR9SR6gjlhA/f+Pr8o5/XD/f9UJL0mrNeoz/Y9AdLvg4peF2dLExqU9Mm9Tb28v4LAAAANY9gvIYQjC8OgnHg9FXP865clkJw3/eDnSxVKrzLlwknoUQk+JpW5W1Phd7M8wYAAKeqVqvHHxl4RDc/dLOGc8OyZOmFm1+ol299eU1UYbu+q6HskOJOXBubNqor1UVFKWpS1s1qx8gODWYG1ZHqCOV/x57v6ZaHb9H/HPwfWbL0xvPeqKs2XLXk65CCE18yxYw2N2/WuoZ1vD8DAADAikAwXkMIxhcHwTgwu+rQe2Z7c0kyMrJkTQu9o3ZU8UjQ3jweiR/T1rx8yYcqAABgMdVi9Xi6mNbnH/28fv7kzyVJGxo36K0XvlXrG9eHvLK5GS+MK1PIqKe+Rx2pDlmyZFmWLAV/95VvS5p1e+W2dex2S5ZKd1duV+7j70osgEwxox0jOzSUHVJnXWcoldGu7+ofH/hH3X34btmWresuuE6/te63lnwdUvDznHfz2tKyRT11PfycAQAAYMUgGK8hBOOLg2Acq5Fv/OO2N5dR5YNJxw5C73KonYwEgXfciR/T1rx8CQAAsBzUavX43Yfv1mce/owmihOK2BFdvfVq/cGmP6iJFsZFr6jh3LBkgpMoZWnqb0tL08LvmUG4dGxIPtt2ayohn3YsW8G/j23blX1syw62W8H1yn62ZKt02yrdL7uyz2xrnRnCHy+cn7nWaffNsv14/ybVJwTMdhIBQeXCmSxMasfIDo3kRkILxQteQX9/39/rgf4HFLEjesdF79BTu5+65OuQpLH8mFzf1ZbmLequ7w5lDQAAAMBiIRivIQTji4NgHCuNb/xKlXd1m3PP9yrzvC1Z01qbx52pKu+YE5vW2rx8nZaYAACgFtVi9fhoblSffuTTuu/ofZKkba3bdN0F19X0exZjTOVv0errx9xXtU/5dvVHEdW3jaqOY6puG00/npmx70nWU7laDqVnBP1SEF4bGVnGkrHMMdtnnhAwWxA+83b1CQHHC8kr91edEGBZViXMLT+XLVuWPX2fygkApduV/SzruGs9UYh/3O0nOSFg2vdpHbt92lpmrmeBTwgYL4xrx/AOjRfG1ZHqCCUUz7pZfexXH9NjQ48pZsf0zkveqQs6L1jydUjBa49vfG1t2aquuq5Q1gAAAAAsJoLxGkIwvjgIxlFLPN+bam9eqvD2/CD0LrMtO6j0tiKKOBHF7JiS0aQSdkIxJza9rXkp9K6FCiQAAIDTVYvV48YY/ezAz/TFX39RWTeruBPXH579h3rO+udQLVwjTngCgJlxIsBJTgCY+Zhy+D7z9nFPFpjtOavWY8maen5LQeAvMy3or74vOF/AzHoSQfXt2YLw8vPNDNZn2159QkB5e7naf+YJAeWKf8u2KicAyJpxEkHpvvLjj6SPKF1MB+3/Q/i5mixM6q/v+WvtHN2pZCSpd1/6bp3VdtaSr0OShrPDsi1bW1u2qiPVEcoaAAAAgMVGMF5DCMYXB8E4wlSe412u6J553ZjgA7HyB1KO5VSqvCuV3pGkEk5iWtBdXenNB6cAAACBWqwe78/06+YHb9bjw49Lki7suFBvueAtakm0hLwyYHYnOyFg2n0nOwFg5skCJzsBYObJAidZT8yOqSXREsp7prH8mG68+0btG9+n+mi93nvZe7WpedOSr0OSBrODilpRbW3dqvZkeyhrAAAAAJYCwXgNIRhfHATjWGjl+d2VkLs69Pa9YyoxHNuRYzuyFVR6x5xY8GXHlHASlTnf5UC8Ovgm9AYAADg1tVg97htf39/zfX31N19V0S+qPlqvN573Rj2t52lhLw3AaRjODuuGu2/QoclDaoo36f2XvV/rG9cv+TqMMRrIDijpJLWtdRsn3AAAAGDFIxivIQTji4NgHCdjjAnC7llC7vK26tmC5Vbm5epux3YUtaNKOklFI1HF7Fil4rscdjuWU5njTVtzAACAxVeL1eMHJw7qpgdv0p6xPZKkp/c8XW849w2qj9WHvDIAc3U0fVQfvvvD6s/0qy3Rpvdf/n711Pcs+TqMMRrIDKguWqdtrdvUFG9a8jUAAAAAS41gvIYQjC8OgvHVyTe+fOPL9d2p0Lsq6Da+kbFMZdZexI7ItmzZlh2E2lbQxjwWiSluxxV1otNanM8MvansBgAAWH5qsXrc9V19a+e39K1d35JvfLXEW/RHF/yRLui8IOylATiJJyee1A133aCR/Ii6Ul36wOUfCGWet298DWQG1BBr0LbWbWqM8RkTAAAAVgeC8RpCML44CMZXjuqgu3Jppm5LqsycsyyrElyXK7xjdiwIu+2YYpGYIlYp4C61Mq/cLlWBAwAAYGWoxerxXSO7dNODN+lw+rAk6Xc2/I7+91n/W4lIIuSVAZjN3rG9+vDdH9ZEYULrGtbp/Ze9P5TW5b7x1Z/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" ] @@ -1328,6 +1424,7 @@ " x=\"year\",\n", " y=\"channels_all\",\n", " hue=\"city_station\",\n", + " errorbar=\"ci\"\n", ")\n", "ax.set_ylabel(\"Fahrradpassagen\", fontsize=14)\n", "ax.set_xlabel(\"Jahr\", fontsize=14)\n", @@ -1335,14 +1432,22 @@ " title=\"Stadt mit Stationsname\"\n", ")\n", "ax.tick_params(labelsize=12)\n", - "\n", "ax.set_title(\n", " \"Verlauf der gezählten Fahrradpassagen ab 2015 – Top-5-Städte (größte Zählstation je Stadt)\",\n", " fontsize=16\n", ")\n", - "plt.tight_layout()\n", "plt.show()" ] + }, + { + "cell_type": "markdown", + "id": "d02dd550", + "metadata": {}, + "source": [ + "Im obigen Diagramm ist der Verlauf der gezählten Fahrradpassagen an ausgewählten Zählstationen in Baden‑Württemberg ab 2015 dargestellt. Betrachtet werden nur Städte, in denen mindestens eine Zählstation vor 2016 in Betrieb genommen wurde, um einen möglichst langen Zeitraum abdecken zu können. Für jede dieser Städte wurde die Zählstation ausgewählt, die im Jahr 2015 den höchsten Mittelwert der gezählten Fahrradpassagen aufweist. Die frühen Zählstationen liegen typischerweise an zentralen Verkehrsknotenpunkten, sodass vor allem die wichtigsten Radverkehrsachsen der jeweiligen Städte berücksichtigt werden. Wie zu erkennen ist, weist Freiburg an der betrachteten Zählstation über den gesamten Beobachtungszeitraum hinweg die höchsten Fahrradpassagen auf.\n", + "\n", + "In mehreren Städten ist zudem um das Jahr 2020 ein deutlicher Einbruch sichtbar, der mit den Einschränkungen während der Covid‑19‑Pandemie in Verbindung stehen dürfte. In den Folgejahren ist teilweise eine Erholung oder sogar ein erneuter Anstieg der Fahrradpassagen zu beobachten, was auf eine langfristig wachsende Bedeutung des Radverkehrs hinweisen kann." + ] } ], "metadata": {