{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "cd2bda25", "metadata": {}, "outputs": [], "source": [ "# Import libraries and setup matplotlib defaults\n", "from matplotlib import pyplot as pl\n", "import pandas as pd\n", "import numpy as np\n", "pl.style.use('bmh')\n", "clist = ['#377eb8', '#e41a1c', '#4daf4a', '#984ea3', '#ff7f00',\n", " '#ffff33', '#a65628', '#f781bf', '#999999']\n", "prop_cycle = pl.cycler(color=clist)\n", "pl.rcParams.update({\n", " 'axes.prop_cycle': prop_cycle,\n", " 'lines.linewidth': 2,\n", " 'font.size': 20,\n", " 'figure.figsize': [12, 8],\n", " 'figure.subplot.left': 0.125,\n", " 'figure.subplot.right': 0.95,\n", " 'figure.subplot.bottom': 0.15})" ] }, { "cell_type": "code", "execution_count": 2, "id": "048dd157", "metadata": {}, "outputs": [], "source": [ "import sys\n", "sys.path.append('../')\n", "from data_utils import *\n", "\n", "md = load_membership_data()\n", "td = load_temple_data()\n", "\n", "# deal with cases where no groundbreaking is listed, because groundbreaking date is used later\n", "missing_gr = td['Groundbreaking date'].isna() & ~td['Dedication date'].isna()\n", "td.loc[missing_gr, 'Groundbreaking date'] = td[missing_gr]['Dedication date'] - np.timedelta64(3, 'Y')\n", "\n", "# for this analysis, exclude temple temples that won't be built\n", "exclude = ['Efforts halted in 1830s', 'Efforts suspended in 2006', 'Historic site', 'Destroyed']\n", "td = td[~td['Status'].isin(exclude)]" ] }, { "cell_type": "code", "execution_count": 3, "id": "946c50a5", "metadata": {}, "outputs": [], "source": [ "most_common_size_count = td.value_counts('area').iloc[0]\n", "\n", "# Area categories\n", "td['area_cat'] = ''\n", "td.loc[td['area']>0, 'area_cat'] = '0-12000'\n", "td.loc[td['area']>12000, 'area_cat'] = '12000-20000'\n", "td.loc[td['area']>20000, 'area_cat'] = '20000-30000'\n", "td.loc[td['area']>30000, 'area_cat'] = '30000-40000'\n", "td.loc[td['area']>40000, 'area_cat'] = '40000-50000'\n", "td.loc[td['area']>50000, 'area_cat'] = '50000-70000'\n", "td.loc[td['area']>70000, 'area_cat'] = '70000-100000'\n", "td.loc[td['area']>100000, 'area_cat'] = '100000+'\n", "\n", "# Dedication decade\n", "td['ded_dec'] = 'future'\n", "td.loc[td['Dedication date'].dt.year>0, 'ded_dec'] = 'earlier'\n", "td.loc[td['Dedication date'].dt.year>=1980, 'ded_dec'] = '1980s'\n", "td.loc[td['Dedication date'].dt.year>=1990, 'ded_dec'] = '1990s'\n", "td.loc[td['Dedication date'].dt.year>=2000, 'ded_dec'] = '2000s'\n", "td.loc[td['Dedication date'].dt.year>=2010, 'ded_dec'] = '2010s'\n", "td.loc[td['Dedication date'].dt.year>=2020, 'ded_dec'] = '2020s'\n", "\n", "# region categories\n", "td['reg_cat'] = 'non-US'\n", "td.loc[td['Country']=='United States', 'reg_cat'] = 'other US'\n", "td.loc[td['Region'].isin(['Utah', 'Idaho', 'Arizona']), 'reg_cat'] = 'UT/ID/AZ'\n", "\n", "#td['area_cat'].value_counts().sort_index()\n", "#td.value_counts('ded_dec').sort_index()\n", "#td['reg2'].value_counts()" ] }, { "cell_type": "code", "execution_count": 4, "id": "b49c20ca", "metadata": {}, "outputs": [], "source": [ "# For projecting future costs, estimate sizes of announced temples. Small, medium, and large\n", "# temples are assigned to be 10,000, 20,000, and 30,000 square feet. Most of the temples are\n", "# presumed to be small, including all of those in Europe and Asia. A few are presumed medium\n", "# based on being near large population centers in countries with large church membership.\n", "small_temple_list = [\n", " 'Managua Nicaragua Temple',\n", " 'Budapest Hungary Temple',\n", " 'Dubai United Arab Emirates Temple',\n", " 'Oslo Norway Temple',\n", " 'Brussels Belgium Temple',\n", " 'Vienna Austria Temple',\n", " 'Singapore Republic of Singapore Temple',\n", " 'Kaohsiung Taiwan Temple',\n", " 'Tacloban City Philippines Temple',\n", " 'Cagayan de Oro Philippines Temple',\n", " 'Urdaneta Philippines Temple',\n", " 'Alabang Philippines Temple',\n", " 'Cody Wyoming Temple',\n", " 'Culiacán Mexico Temple',\n", " 'Vitória Brazil Temple',\n", " 'Belém Brazil Temple',\n", " 'Antananarivo Madagascar Temple',\n", " 'Santa Cruz Bolivia Temple',\n", " 'Lagos Nigeria Temple',\n", " 'Benin City Nigeria Temple',\n", " 'Kumasi Ghana Temple',\n", " 'Beira Mozambique Temple',\n", " 'Monrovia Liberia Temple',\n", " 'Nairobi Kenya Temple',\n", " 'Abidjan Ivory Coast Temple',\n", " 'San Juan Puerto Rico Temple',\n", " 'Kananga Democratic Republic of the Congo Temple',\n", " 'Auckland New Zealand Temple',\n", " 'Wellington New Zealand Temple',\n", " 'Brazzaville Republic of the Congo Temple',\n", " 'Barcelona Spain Temple',\n", " 'Birmingham England Temple',\n", " 'Cusco Peru Temple',\n", " 'San Luis Potosí Mexico Temple',\n", " 'Mexico City Benemérito Mexico Temple',\n", " 'Tampa Florida Temple',\n", " 'Knoxville Tennessee Temple',\n", " 'Missoula Montana Temple',\n", " 'Modesto California Temple',\n", " 'Busan Korea Temple',\n", " 'Naga Philippines Temple',\n", " 'Santiago Philippines Temple',\n", " 'Eket Nigeria Temple',\n", " 'Chiclayo Peru Temple',\n", " 'Buenos Aires City Center Argentina Temple',\n", " 'Huehuetenango Guatemala Temple',\n", " 'Jacksonville Florida Temple',\n", " 'Grand Rapids Michigan Temple',\n", " 'Lone Mountain Nevada Temple',\n", " 'Tacoma Washington Temple',\n", " 'Cuernavaca Mexico Temple',\n", " 'Pachuca Mexico Temple',\n", " 'Toluca Mexico Temple',\n", " 'Tula Mexico Temple']\n", "\n", "medium_temple_list = [\n", " 'Quito Ecuador Temple',\n", " 'Lima Peru Los Olivos Temple',\n", " 'Salta Argentina Temple',\n", " 'São Paulo East Brazil Temple',\n", " 'Santiago West Chile Temple',\n", " 'Fort Worth Texas Temple',\n", " 'Cleveland Ohio Temple',\n", " 'Wichita Kansas Temple',\n", " 'Austin Texas Temple',\n", " 'Maceió Brazil Temple',\n", " 'Santos Brazil Temple',\n", " 'Londrina Brazil Temple',\n", " 'Ribeirão Preto Brazil Temple',\n", " 'Prosper Texas Temple']\n", "\n", "large_temple_list = [\n", " 'La Paz Bolivia Temple']\n", "\n", "even_larger_list = []\n", "\n", "who_knows_if_it_will_get_built_list = [\n", " 'Russia Temple',\n", " \"Shanghai People's Republic of China Temple\"]\n", "\n", "# Check whether items need to be added or removed\n", "combined_list = small_temple_list+medium_temple_list+large_temple_list+even_larger_list+ \\\n", " who_knows_if_it_will_get_built_list\n", "no_area = td['area'].isna()\n", "in_lists = td['Name'].isin(combined_list)\n", "to_add_to_lists = td[no_area & ~in_lists]['Name'].to_list()\n", "to_remove_from_lists = td[in_lists & ~no_area]['Name'].to_list()\n", "\n", "if len(to_add_to_lists):\n", " print('need to add to lists:')\n", " print(to_add_to_lists)\n", "\n", "if len(to_remove_from_lists):\n", " print('need to remove from lists:')\n", " print(to_remove_from_lists)\n", " print(td[td['Name'].isin(to_remove_from_lists)][['Name', 'area']])\n", "\n", "\n", "td.loc[td['Name'].isin(small_temple_list), 'area'] = 10000\n", "td.loc[td['Name'].isin(medium_temple_list), 'area'] = 20000\n", "td.loc[td['Name'].isin(large_temple_list), 'area'] = 30000\n", "td.loc[td['Name'].isin(even_larger_list), 'area'] = 40000\n", "\n", "td['area_estimated'] = 0\n", "td.loc[td['Name'].isin(small_temple_list+medium_temple_list+large_temple_list), 'area_estimated'] = 1\n", "\n", "# estimate site size for temples that don't have lots yet.\n", "# based on previous averages, small:3 acres, medium: 6 acres, large: 10 acres\n", "lot_dict = {10000:3, 20000:6, 30000:10, 40000:10}\n", "site_idx = td['site'].isna() & ~td['area'].isna()\n", "\n", "td[site_idx][['Name', 'area', 'Announcement date']]\n", "td['site_estimated'] = 0\n", "td.loc[site_idx, 'site_estimated'] = 1\n", "\n", "td.loc[site_idx, 'site'] = td[site_idx]['area'].replace(lot_dict)" ] }, { "cell_type": "markdown", "id": "23c49d37", "metadata": {}, "source": [ "The following is some analysis of the temple data found on this [Wikipedia page](https://en.wikipedia.org/wiki/Comparison_of_temples_of_The_Church_of_Jesus_Christ_of_Latter-day_Saints). The data were extracted into a table using this [online tool](https://wikitable2csv.ggor.de/).\n", "\n", "## Temple construction time\n", "The chart below illustrates the rate at which temples are started and completed after they are announced. As of 2021, the most recent year for which all temples announced in that year have been completed is 2012, and the most recent year for which all announced temples have been started is 2017. These data points suggest that there can be a delay of up to 4 years to groundbreaking from announcement, and another 5 years to dedication after groundbreaking. The average times for these are a little less than that, but more than 3 years in both cases. On the other hand, ground has already been broken on a handful of temples announced in both 2020 and 2021." ] }, { "cell_type": "code", "execution_count": 5, "id": "6f68b1f4", "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAxwAAAIBCAYAAADDOLn5AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAACpLklEQVR4nOydeXwdVdnHv0/TpEmbNm3SkrK1UKSy7xVaVkURcGNTcUVFVORVUVxwB31FxAVceBUQxA1QkUUBRQERKEUqBcumIIUChbTZmnRJmu28f8wkvU1vlnNybyYz+X0/n/u5ycyZmWe+c+7c+8ycOceccwghhBBCCCFEMZiQdABCCCGEEEKI7KKEQwghhBBCCFE0lHAIIYQQQgghioYSDiGEEEIIIUTRUMIhhBBCCCGEKBpKOIQQQgghhBBFQwmHEGJMY2YTzOyjZrbYzNaaWY+ZOTN7LunYxMCY2fvi4+TM7Kik4xGiWJjZUTl1/X1JxzMeMLO79T2QLiYmHYAQQgzBr4FTkw5CCCGEEGHoDocQYsxiZgvZnGw8CLwJ2A/YGzgmobDGLWb2XHxV8e6kYxEiS+guicg6usMhhBjLvC7n7w865x5NLBIhhBBCBKE7HEKIscz2OX//J7EohBBCCBGMEg4hxFhmUu8fzrmOJAMRQgghRBhKOMSI6N8TjUV8wMz+bmZrzKzdzJ42sx+Y2faDrGennPWcF0871Mx+aWbPxutxZja933I1ZvZVM/uHmTWaWYeZvWxmf4rjGLLZYBzz++JeLxrNbGNOzDvHZQbtEaN/2/Z4f75rZk+YWWs874Q8yy0ysyvM7D9xubZ4f389nJ59zOxYM7vOzJ6J4243sxfN7GEzu8rM3mFmUwq97HAxsylmdk5OfeiI3/9mZmebWUWeZfrqAnBaznTX73WUZyyJHKN4HRPM7G1m9pt42Q3xup40s5vi+jdjkOXLzOwMM7vVzFaZ2SYzazazZWb2TTPbdpBlt2obbmaHm9lv4+O9yczqzOwGMzt0gHXcHR+PufGkI/McD2dmOw3DRUUcuzOzxUOVj5dZEpdvNLNJQy+x1fLTzOwUM/uZmT0au+80swYzu9+ic8isIdZxXu5+WsR74rpcH39+VpjZT8xs7iDryXeu2yf+zD0Xr6fBzP5sZm8c5v55f85ylh32swNmdnXOZzPf/C3Ok2ZWaWaft+ic0mpm683sX2b2ZTOrHOa+zTGzCyw6x9fH+7Yq/v8iM3vVEMvvadG5/NG43m2K6/3vzewEM7NhxLCjmf3QzP4bH5818b6+bzjLD7HunWKff8uZ/LM8n627B1h+gpm93cyuN7OVFp2fWs3ssXi/XzHUtvvVxUUWfS+8EO/rM2b2IzPbrt+yu8V1/el4m2ssOqfs4bm9V8fH4sV4e6vM7FozO3jYEofAzI6z6LfEMxadezeY2VNm9lMz23+IZS32e7OZPR/HuDF2vdTMLjWzE20YvzXGPc45vfQKfgHvA1z8eh1wa87//V+twGsHWM9OOeXOA74M9ORZx/ScZY4H1g6yPQc8CswdJP4pwF8HWb4l3q+74/+fG2A9z8Xz747jasmzrhNyylcAvxoidgf8HJiUZ3sTgF8OY3kHHFaoZT3rxgLgpSHW/zyw7yB1YbDXUZ7xjOoxylnPK4BHhrGeSwZYfj/gmSGWXQ+cPMDyR+WUex/wVfJ/tlw8/Yw867h7mMdkpwHODUf1W9/3c+btOcRx2zOn7MWBdXHtMGJvZoDzU7yO83LK7sbg57pm4MBhnus+CGwaZF1fL8bnbKD6McS2ru4tO8D83nryHLAL8NQgMf0LmDHE9r4AdAzj2E3Ps+wE4DtA9xDL/hmoGiSG1wPrBln+FqLviGE5HKI+DPa6O8+yc4GHhliuE/ifYdbFTw3iaxXwini5twEbByi3ATh0mNv7EgOfi7qBcwfx1lfXBilTDfxlGG6/CVie5Scz+O+D3NcOIeem8fRKPAC90v1iyx8VD8bvf49PSAfGJ+urc04qG4Hd86wn90T0SPz+b+DDwCHAIuAcYHJc/vD4ROqALuAyol6LDoy3fVfO+p4jzxdSvJ4bcsr9BziD6Av88PiEuA5oiucNeHJj84/ZFUSJVTPwFeCIeH2nAfvFZUuAO3K2ew9wOvDqOP53EF3t6p1/VZ7tnZkz/wng48BriH6cHhofl58Ca9g64Qhe1qNe7MqWX9K/Jeph6gDgzcDvc+Y1s+UP1VJgr/h1U065vfq9pnjGNKrHKKde1+eUuz+uY4tiF28EvhHXr0vyLL93jsc24EdE9ftVwGHA54CX2fw5eHWedRyVs/174/cHgPfG+30ocAGbf9i1A7v2W8fOsfNVcZmleY7HXkDpAOeGo/qtb/eceRcPcdwuySm7R2B9XAcsJvqB86bY38HAW4Er2fyDvxXYZYB1nNfPYw9wLXBCfCyPAa7LKfMUMHGIc91ioh9WTwAfiWM6OD6urTnljiz052yA+vG+ITxe3Vt2gPl3x/PXEJ2/NwDfBo6OY3or8M+c7eX93MTr+k5OuXXA94DjgP2J6v4ZwPXxsdvq/J4bK9F3ykeJEoMDgBPZ8tz/V2BCnnXsRfS5c/HxvoroO+1A4O1s/jz9Y7gO82yj93z3/px1fJGtP1s791tuOzYnml1EF5HeCSwk+s78H+DpnHW+d4i6+EC8j/8E3h3v49HANTll/kb02ekkqt8fZvO5KPciwjPknAsG2F7v74Vnier+q4i+d79GdAFlUJ8MfRGwEngsZz1/JDrnHU503vsAsCxn/lfyrONb/fycQfR52Y/oe+MMom7bW1HCMXRdTzoAvdL9YssfFQ74BfmvFHw496SVZ/5O/dZzD1AxwDZL2HzFtxt4ywDlfpyzvsvzzH9Dzvx/kOcHLNGJPvdK+HMDbOu5nDJ1DPCjJS77+ZzY3zFIue/lrPPQfvPuiaevBKYOso5JQGWhlvWoF3/Pif1jA5Q5N6fMXwYoc3VvmQLU1VE9RvH8xTnzvzrIeqz/F1Zcz59gczK84wDLbsPmhPjf9PvhxJY/KB3Rj6Z8P64+kFPmu0M4vHsYvt+Xs76jBqkjDQxwhyiug41xuXtHcOznDzF/Hzb/yLlygDLn9fP4/gHK/TynzJvyzN+p33r+DJTnKfeanDK/H2BbI/6cUZyEwxGdN/fNU2Yy8GRcZhNQk6dM7h2DZ4B5g8S0Lf1+3BJdEOhd/rPk+U6Ky30ip9y78sy/L2f+aXnmG9EPztzjOajDQfZj2MchLn97XHY1sPcAZabk7EMT/c73eeriH/q7jMvlJq5rgCXk+W5gy/Phm4dR9x8lf7J4AJs/j83kuQPF0AnHZfH8DeS5EBOXmUiUpDuiJGqnfvOfZ3NytJWXnHJTgbKQ4z6eXokHoFe6X2z5o2JN/xNav7K5tyb36jcv90TUzeA/Bk/MKXvFIOUmsTkxaaffFxtbNonIe8KOy306p9xzA5R5LqdM3h8icbnJRD+wHHmSoH5lS9l8Bevn/eb1NlW4IeCYBS87zPXvn+Pir0OUzf1C3yvP/Kt75xcgrtE+Rq/O2d4fA+J9W87yi4Yo+8acsq/uN++onHkvk+fHbVxuApvvljw0hMO7hxF/7rnhqDzzc38U5k3qiK7Y9pbZ6gptgevtxWz+YZbvosl5ObHcOMh69sgpt1XixpbnujagdpB19V4FbsgzryCfM4qXcHxikPV8NKdcvqQsN5FaEHAsexP1vBcy+pVdGpf9e7/p+w3n8wtMY/P5YkiHg6zH5zi8KqfsO4cou1dO2ff3m5dbFzcCswZYR+65zDHAnUZgnkfdd8DBg8T9xZxyWzUJY5CEA9iBzXdsvzCEnxo23+E8v9+83nV8L+SY6rXlSw+Ni0LyW+fcukHmX5Hz92CDti1xzj0zyPzcZS8bqJBzbhPR1VyIko8jeueZWQnRCR5gmRt8fIeriU46w6ET+M0g848gOsFB1BxjQJxznURNcCBq9pLLqvj9SDPbdZixFWLZ4TCs4xPz45y/XzdgqcIyWsfozTl/f8cnwJiT4vfnnXP3D1oy+vLtJe+D3zHXO+fa881wzvUQtQeH6IdDsfk9UXMziJ5jyMcZ8fta4HeF2rCZbWNmu5rZXr2veBsAM4h+GA3Grwaa4Zx7gujqLAzt8Q7n3OpB5j8Yv9eYWVW/eWP9c/brQeY9mPP3Fo4s6jzhsPjfu51zS302ama7ETXZgyE+vzF/j98Pib8Xenl9zt9XDrSwc66V6Cr5aNJ7bugk+hwNiHPuMaK7hDD4ueGvzrn6Aeb9K+fv5XEdz7etFUTN32Douv+4c+4fg8z/ac7fvoO8vpHoYhAMfQ5vJLrTAgN/z77ZzLbxjEH0QwmHKCSDnTz6z99nkHKPDLGe3mXbgYeHKJv7Q23fnL93IbqSDdEVrgFxzjUQXdkdDk855zYOMj+3R5W78vREssULODku278Xot4vwGrgUTP7nZl90Mz2MLOhPtcjWXY45B7bJUOUHej4FJPROkYHxu8dbLmfw6U3jjnDiCE30R+wxyqipiyD0RS/TwuI1wsXdXN8dfzvq/v3phP/f2T87y+dc20j2V7ck8ytZtZC1AzlKaIfGr2v83KKzxxidUN5bI7fh/I43OORb11j+XNWH583B2Kw/dqfzb9N/haw7dzP71XD+OycE5ctIzon9pLr1+e7bTTo3cdSoH0Y+9h7AWWwc8Ng4xytHWa53LJD1f1BncWJ+HPxv4P9XshHbh1YMQw/vefqgb5ndwH+a1Evbe/uf64Sw0MJhygka4aYX5fzd82ApTZ/WQ9E77INzrnuIcq+PMA2c79Yhooboh8ow2Go2EOvkkzO/cc59yuiHlzaie7enEJ0B+lxoCFOIt5ktnWXjSNZdpjkeq4bsFTEQMenmIzKMQJ6u1mtj++E+FKoOHIZLNGC6KFRGL3vht521kb0UH4uH4ynw5Z3R72wqEvh64keEj6e4SVTgzmE4XssGbTU8NeTb11j+XM2kv3K7Z74pYBtj+RKdO5xz/Xk8902GozquSG++zlkuZjh1v3hfO/2evWts4Xy803gB0TNvKcSdSzyS+Bpi7oS/7mZHYkYFuo3WBSS4TY7GoqhkojQ7Y0kvuH++B4q9tzP3LFsvmXrjXPum2b2M6LeUl5D1PPRTKImIafEr7+b2QnOubWFWrbAuAH+LiajdoxiQverN45/EvVgM1yGSqjGDM65Z8zsDqJmPu8zsy8757riPu3fFxd7YIgmj0PxOTbfhXqMqNerB4AXgQ3OuS4AM/sAm69ojmhshTFIEp+zQhASa+7n9wMMcQe7HyEJDox+fendx5fxa260oQixhDKcYxvqtddPD9ED6MP9TbHF4LLxBc1PmNklRN+VrybqAWwaUEvU69V7zex3wLudBqcdFCUcopDUesxvHLDU0PQuO8vMSoa4y5F7i7RpgL+HczVk0EHBPMhtI9sdt68NxjlXR9Qd4fcBzGx3oqu4HyVqQ3skUfvtdxRy2SHIPbazGfwHe+5gUk0DlhpdCnWM6onGa9jGzEoD7nLUEz38uO1I68kY5ydECcdsoi5dbyR6/qX3fHH5CNf/kfh9BdFDqgNdoR1w4MUxSqE+Z7nnz6HubI1oINBhkvv5G3Cw2GEuXzKCz06u323Y8i5Rf0a7fX898Eqi76X/DvRc1hhnqN8LsNmr7++F3jowgeiiwn89l98C59yzwIXAhXGz432JzlFnEu3HW4k6qPn8SLaTddSkShSSQUd8JepfvpflI9hO77LlRO19B2NRzt+5D749w+ZbwwcNtgIzqyEah6AQPJTz97EFWmcfzrknnXPfJdqn3h8gJ5lZWTGX7UfusV04RNmBjk+SFOoY/TN+L2PL/fSNY/v4oeaxQDGujv+BzVeWex8e731YvJXBH/AflPiz2/tj++Yhnt1ZELqdhCjU5yz3+Z+hkq7dh5hfCJaxuVnOqwOWL9TnN9evz3dbKD6frd59nAi8tgDbToKhRojfhs2dN/j+Xija96xzrsc597Bz7nyiux2955RTC7mdLKKEQxSSt5nZYFfActto/2UE2/lzzt8fHqhQ/EO5tylKO5t7I+m9VXp3/O+BZrbnINs7jcLdMr+T6EcUwAfNbDhXebxxzjWzuSeYMjweAh7JsjHDOj555t/uuZ1iUahjdHPO358OWP6GnL+/FBhDoem9kjqpUCuMmzT1NmU61swOZXMzkV8PkSQMRe5d/AHbr5vZ9sBbRrCdJCjU5+xZNv/YHTDpMrMDiEZ9LypxE8574n+PMrNBLwjl4V9Ed7MAThji3D4YuZ4+MFAhM5tK1IX1SMm9SzHU5yv33PD5AnX2MdrsZWaDJfmns/l71/f3wh/YfOfuk2Y21DNZQTjnnmPzQ/SFagWRWdJYScXYZRvgh/keNjazD7K5m8G7R9hE5BaiOxQAHzCzNw9Q7ntEvUtANEZC/6YE/5fz90/znZTMbA/gyyOIdQviboN7u0itAm4ys0FPVGZ2dPwjLHfaaYPdebCoa8neq24t5DSjGMmyw8E59y82J3evNbP/GWA7nyYa9RXg9oG6WhxtCnWMnHN/JxqJGOCNZvaVQZY3M9uh3+Rr2Pxl9nYz++IQMUw2s7OL/OOj987XK0bQqUA+riD6gTCBqPvb3n0YaXOqejY/0/JmM9uq9ykzm0Z0F6V8hNsaVQr1OXPOtbC5t7+3mNn8POuoAX5WkMCHx//m/P0bMxvwDrOZzTaz3i5Qcc45Nvc4VgLcaGaDdtFqZgea2fG505xzjxAN3AlR3Xl3nuUMuJShezUbDrlN4rY6Bv1iuwe4K/53EfB/8XNPeTGzUjN7f7EucI2AK2zr7p4xs/2IOjaBqNerX/qsNO6e9+fxv/OAawe7GBqff0+Kv+97p1Wb2QmDnU/NbC6b7/qtGKiciNAzHKKQPEh0R2GemV1KlBTMJHoG4LS4TBvRMwLBOOe6zex9RF0mTgRuMLOfEvVH3kh0gjmT6GFoiEbUPjfPem41sxuJBhI8BHjIzL5L1C1vebz8OUAXURea8ylMk5ILiPr7fn283SfN7AqiHw+ria5u7UB0tfFEYFeiJiaLc9ZxNfBdM/tDPP0poqYRM4jal36UzU1JLu3Xy8hIlh0uZxA1jagkSkIPIxq74CWidtnvJXowHaIvlI/kWUeSFOIYQbSfS4k+B+eb2bFEY8M8RjTY1Lbx+t9GdMX67N4F44enT47XWQX8r5m9hej4LSca66GKqC33EURtiqcCP2LLXoAKyb3A0fH+/NjMfsGWCekzIT1yOedeMLM/EfWf3/vc1dL4R18wzrmeOMZPxOtdYmbfZnO/+4cQOZ9DtG+H51vPGKZQn7MfENWrcuBuM/s60fm8jKi51ieJegpaRvQQblFxzt1pZt8hujM4D1huZpcTDR5bR3S3ajei5jJvJnqGZW3O8r80syOImujtGi//M6Ir5auIvjdmE3WH+maiQf6+AdzWL5QziTyUAz83s6OIktNG4BXA/xDVmQcZutnVUPv8opk9R9SM6HQze5yoadCmuMhG59zzOYu8m6hr2R2J7mAdFZ+j/kl0oagyjnER0TlqZuxiuD0uFpulROfPZWZ2EVHdmkTUROwcovgBPhknxb58gqiu7kd0jP8d16H7iY7fZCLXBxONa7ID0bNkvQn5NKLnyV4ys5uIOppYQfTg/Uyi430Wmy9U/DAgxvFFUiMO6pWNF1uOJvw6orsPboBXK/C6AdazU06584a57eOJvmQG2p4j+mExd5B1TAHuGGT5tUQnwHvi/58cYD3PxfPvHmbsZURXxrqHiN8R/Xh8e7/lh1qm9/UzoLRQy3rWjQVsHoV7oNfzwH6DrOPq3rIFqKujeoxy1rMrUYIx1DouGWD53YiaiQznmLUSPSibu/xROfPfN8Q+D+qb6AHJukG2v9MA54ajhuH7Df3WdcZIj3m83kqicSoGO3ZfHypethxpfKchtjlgXcPjXDecbVKAz1m8nl8Msvw6ogf6h6ofd8fznxtiW8NyQHR3uXMY9X56nmUtXr5jGMs74DMDxHBsvP8DLfcHou++YX3GhvDyvkG2k68ubUd04W04+9cO7DiCuthb7upC1X2i0cR7Boi3G/j8INsZsq4RJQ2/G6afLmDhALEO9uoGLgg95uPppSZVopB0En0pnU70A72B6OrMCqKrrns45/5aqI05524jajJ1PtHVkuY4htVE7W8/COzvnFs5yDo2EH1ZfCCOuZnoxPzfOOb9nXN3ANPjRUKutOTbbodz7iyiNtHfIboq1Uh08tpAdHfoj0RXel7hnOv/4Ox8oqtvvyVKqlYTnTA3EA0mdiVwuHPu/W7rK84jWdZnH5cS/dj+NNHV44Z4Ow1Edwo+CezmRngVu1gU4Bj1rudpojtH7wZuIuqOdRNRXXqS6Craexig6Z5z7t9EnSOcTNTM6hmiuxtdRPX1YaJjdiow2w09Nk0wLhqM6yCiq3lPEHlwBVr9n9h89XUdwxslekicc+uJelw7h+gYrif6jD9HNBr2Ec65gjWbHG0K+Dk7LX7dQ1Q3e8/dPyY6D/6xGPEPhnPu60QJ93eI7jyvJUogXiS64nwhcIDL03W3i/g60R2SrxPdKawnctNGdOf7dqLno/Z2zn17gBj+DOxBdPFhBZGXXrfvJ3r2J/g82W9bVxMlODcT3YkZtJtV59xLzrlXE32HXQX8m+iiQzfRMXyUqI6/n+jc8EIh4iwUzrlvEN0xvYEoae4g6g3st8ChzrlvjnD9rc65txLdjbiUyEczkZ91RL6uJ7qrv4NzLncAzZVE5+1PEh2Px4mOezeR438RnQf3d859ATEkFmdyQgQRN236Wfzvq51zdycXTXGIn3doJbrd+wvn3GkJhyRE5oifYVlJ9PzG5c65oR6EFkKkCDPbiaiTAoDznXPnJReNGG10h0OIoXkrm3sNuT/JQITIMB9k83fSZUkGIoQQorAo4RDjmriHkwG7fTWzVwLfjf/dyAjGBBBC5Cf+DPZ2JrHEObcsyXiEEEIUFvVSJcY7hwBXm9nvicZfeIaoHel2RA+Lf5DNvWV8MV9bYSGEP/HYFxVEvcN8hc392H89saCEEEIUBSUcQkRdi36AgQd3ckRdJn5/1CISIvv8muhh7lyucc79KYlghBBCFA8lHGK88zeiROMYYB+iq6zTiZpPvUDUE8lP3MgGKhRCDEw7Ue8/V6OkXgghMol6qQrg7rvvdpMmTRq64Bijq6uLiROVY/oib/7IWRjy5o+chSFv/shZGPLmT5qdbdy4seHoo4+e1X96OvcmYSZNmsRuu+2WdBjevPzyy2y77bZDFxRbIG/+yFkY8uaPnIUhb/7IWRjy5k+anS1btizv2GfqpWocMXXq1KRDSCXy5o+chSFv/shZGPLmj5yFIW/+ZNGZEo5xRGNjY9IhpBJ580fOwpA3f+QsDHnzR87CkDd/suhMCcc4YsaMGUmHkErkzR85C0Pe/JGzMOTNHzkLQ978yaIzJRzjiLa2tqRDSCXy5o+chSFv/shZGPLmj5yFIW/+ZNGZEo5xRHt7e9IhpBJ580fOwpA3f+QsDHnzR87CkDd/suhMCcc4Yvbs2UmHkErkzR85C0Pe/JGzMOTNHzkLQ978yaIzJRzjiLq6uqRDSCXy5o+chSFv/shZGPLmj5yFIW/+ZNGZEo5xRHl5edIhpBJ580fOwpA3f+QsDHnzR87CkDd/suhMA/+NIyoqKpIOIZXImz9yFoa8+SNnYcibP6HOnHO0tbXR2dmJmRU4qrHPxIkTaW1tTTqMVDFWnDnnKC0tpaKiYsR1VwnHOKK5uZlp06YlHUbqkDd/5CwMefNHzsKQN39CnDnnaGlpYfLkyQX50ZZGNm3axKRJk5IOI1WMFWfOOTo7O2lpaaGqqmpE9VcJxziipqYm6RBSibz5I2dhyJs/chaGvPkT4qytrY3JkydTVlZWhIjSwcSJ+qnpy1hxZmZ9dbe3LoeiZzjGEevWrUs6hFQib/7IWRjy5o+chSFv/oQ46+zspLS0tAjRpIfu7u6kQ0gdY81ZaWkpnZ2dI1rHmEw4zOwUM/uhmd1rZq1m5szsV0Mss8jMbjOzJjPbaGbLzexsMysZZJnTzOxBM1tvZi1mdreZvbHwezQ26OjoSDqEVCJv/shZGPLmj5yFIW/+hDgzs3HZjCoX51zSIaSOseasEPV4TCYcwJeA/wH2A1YNVdjM3gLcAxwB3AhcCpQBFwPXDbDMd4CrgW2BK4BfAXsDfzSz/xnpDoxFstiv82ggb/7IWRjy5o+chSFv/shZGOP9Dk8IWXQ2VhOOTwLzgWnAmYMVNLNpRAlDN3CUc+5059xniJKVJcApZnZqv2UWAecAzwD7OOc+6Zw7CzgQaAK+Y2Y7FXSPxgBZ7Nd5NJA3f+QsDHnzR87CkDd/5CyMkTbFGY9k0dmYTDicc39zzj3thndP6RRgFnCdc+6fOetoJ7pTAlsnLR+J37/hnGvOWeY5orsjk4D3B4Y/ZlE3iGHImz9yFoa8+SNnYcibP3IWxoQJY/Kn5pgmi86ysEevid//nGfePcBGYJGZ5fYvNtgyf+pXJjOM514yRoK8+SNnYcibP3IWhrz5I2dhjPdnWHo566yzqK6u5vnnnx+ybBadjY1+t0bGK+P3p/rPcM51mdmzwJ7APOBJM5sCbA+sd869nGd9T8fv84sRbJK0tLQwffr0pMNIHfLmj5yFIW/+yFkY8uZPMZwdd8mDBV1fofnT2a8a8Tq6u7uH1c3rm970JhYvXkxTU9OItzkcnn/+efbbbz/e8Y53cOmll47KNofLcJ2liSzsTVX83jLA/N7p0wPLb8WaNWs4/fTTmThxIt3d3Zx00kmcddZZ1NXVMWXKFEpKSmhtbWXWrFk0NTXhnGPWrFmsXr2ayspKANavX09tbS3fvulhuh08vXYCe9Z0s2r9BEonwDaTe3i4voT9Z3XT1mWsXGfsNqOHlesmMLXUUV3u+uav7zBe3mjsOr2HFS0TqCl3VE3aPL9lk9HYbnx6zV00LF7Mhrlz6ayqYua999Fw+GGUr15NaUsL6+bPZ8ayh1k3fz5dlVP65lesWkXJpk2snzeP6qVLadl7b9zEicxYupTGhQuZvDLK1jfOnUPNkiU0L1iAdXVRe8E3qK+vZ9q0aXR3d7NhwwZmz55NXV0dpaWlVFVV0dDQQFVVFR0dHbS1tfXNLysrY+rUqTQ2NjJjxgza2tpob2/vm/9/97xEY7sxr6qHp9dOYNvJjsqyzfvc1G6s6zTmTu3h380TmDvVUTFx8/w1GyfQ2QPbV/bweGMJu07vocTg8aYJ7DOzm7oN0c2/2VN6+Mhrd+OFF17AzKiuri7aPpWXl1NRUUFzczM1NTWsW7eOjo6OvvkVFRWUlZXR0tLCzJkzaWlpobOzs2/+UHXvu3e93LdPyxtK2LO6p2h176PH7MHKlSuLvk/9P0/19fUFP07fuPnxvJ+nYtS9/z2mhsbGxqLv02jXvWIep87OTlpbWzO1T6NxnCorK3nxxRcztU/FPk5VVVWsXLnSa58qKyvp6OjoG7G5s7OTCRMmYGZjruvTfPT09PTFPGHCBLq6uvp++wy0T/3n9w4e138+RONNdHZ2UlJS0tczU09PD11dXQCUlJTQ1dXVN7+np6dvm2Y27PkTJ06kp6dni/m9z0l0d3f3vYa7TwPN779PvesvLS3tm9/d3c2mTZsGjdk5R1dXl/c+jeQ4DbVPGzZs6HM22OdpIGysdb3VHzM7Cvgb8Gvn3LvzzH8K2BXY1Tn33zzz7wcWAgudcw+Y2XZEPV+tcs7tkKd8KdABbHLOleeLacmSJW633XYL36kcRvPqxo//+yu2ufvuUdve5MeWF23do+ntyrftwHbbbTdq2ysWchaGvI1tXnrpJTkLQN78CXHW2to66I+w8XCHo6OjY1jN0bJ+h+Oss87i2muv5ZFHHmHOnDmDlh2us9FkqLrcy7Jlyx46+uijD+o/PQvPcPTekagaYP60fuWGKj/UHZDU0lU5JekQUkkWe4soNnIWhrz5I2dhyJs/chaGc44//elPnHDCCey+++7Mnj2bPfbYgze+8Y1ceeWVPP/881RXV7N48WIAqqur+15vetOb+tZz7733cvbZZ3PIIYcwZ84ctttuOxYtWsS3vvUt2tvbt9ruhRdeSHV1Nffddx/XX389r33ta9lxxx3Zd999ufDCC9lvv/0AuPbaa7fY5jXXXLPFeu68807e9ra38YpXvILZs2dzwAEH8JWvfIWWlvw/E++++26OP/54dthhB+bNm8e73/1unnpqq1b/QzrLGlloUvUf4CCiZy4eyp1hZhOBnYEuYAWAc26Dma0CtjezbfM8x7Fr/O5XO1LAzHvvSzqEVKK+1/2RszDkzR85C0Pe/JGzMK655hrOOeccamtref3rX09NTQ319fU88cQTXHPNNZxyyil89rOf5dprr+WFF17gs5/9bN+yuXcCvv/97/P000/zqle9imOOOYZNmzbxj3/8g29961ssXryYG2+8sa8ZUy6XXnopd999N69//es5/PDDaW1t5bDDDqOlpYXLLruMvfbai+OPP76v/N57793390UXXcSFF17IjBkzeP3rX8/MmTN5/PHH+dGPfsRf//pXbr/99i2u+t98882cfvrplJWVceKJJ1JbW8sDDzzA61//evbcc89hO8viOBxZSDjuAt4FHAtc22/eEcBk4B7n3KZ+y7wnXuZn/ZY5LqdMpmg4/DC2u+XWpMNIHXV1dcydOzfpMFKFnIUhb/7IWRjy5o+chXH11VdTVlbGPffcw6xZs7aY19jYSFVVFeeeey6LFy/mhRde4Nxzz827nu985zvMnTt3qx6cvvGNb/Dd736Xm2++mZNOOmmr5e69915uv/129tlnny2mz5kzh8suu4y999477zbvvfdeLrzwQhYsWMBvf/tbqqo2N4y55ppr+J//+R8uvPBCLrjgAiB6ruFTn/oUEyZM4NZbb2X//ffvK/+FL3yBn/zkJ0OY2kxnZyeTJk0aumCKyEKTquuBBuBUM+trM2Zm5cD/xv/+uN8yvUf9i2Y2I2eZnYCzgE1snYiknopVQw7aLvIwZYqaovkiZ2HImz9yFoa8+SNnYZgZEydOzHvVvqamZtjr2WmnnfJ2F3vmmdFQa3fdlf868Xvf+96tko3hcPnllwNwySWXbJFsALzzne9k77335vrrr++b9qc//Ynm5mZOOeWULZINgHPPPXdYzz/0ksVxOMbkHQ4zOwE4If639x7mQjO7Ov67wTn3aQDnXKuZnUGUeNxtZtcRjRb+ZqIuc68HfpO7fufc/Wb2PeBTwHIzux4oA94OVAMfiwcBzBQlmzYNXUhsRb5btGJw5CwMefNHzsKQN3/kLIyTTz6Zr371qyxatIgTTjiBQw89lIMPPpiZM2d6rWfDhg1cdtll3Hrrrfz3v/9l/fr1Wzzr8PLL+UY6gAMPPDAo7qVLl1JaWsrNN9/MzTffvNX8jo4OGhoaaGpqorq6mn/9618ALFq0aKuy06ZNY++99+57TmUoNA7H6LEfcFq/afPiF8BK4NO9M5xzN5nZkcAXgZOBcuC/RAnFD/KNWO6cO8fMlgP/A3wI6AGWAd92zt1S0L0ZI6yfN49pTzyZdBipo7W1lRkzZgxdUPQhZ2HImz9yFoa8+SNnYXzoQx9i1qxZXHnllVx++eX85Cc/wcw49NBDOf/887e6G5CPzs5O3vKWt7Bs2TJ23313TjzxRGbOnNk3VsVFF11ER0dH3mW32WaboLibmpro6urioosuGrTchg0bqK6uprW1ddDt+cShcThGCefcecB5nsssBo4fsuCWy/wc+LnPMmmmeunSpENIJf3bnIqhkbMw5M0fOQtD3vyRszAmTpzIqaeeyqmnnkpLSwsPPvggt9xyC7/+9a855ZRTeOCBB4Z0e9ttt7Fs2bK8XdjW1dUNmhSE3i2YNm0aPT09rFixYtjlIRqrLR8DTc9H1pINyMYzHGKYtOT0vCCGz2j1CZ4l5CwMefNHzsKQN3/kLIzcAQ6rqqp43etex/e//33e8Y530NzczJIlSwC2GCivP88++yzAFt3k9jLcZkr96X1OYqABGA866CDWrl3Lk08Or2XIvvvuC8D999+/1bzW1lYeffTRYceWhkEhfVHCMY5wGcyYR4Ms9oddbOQsDHnzR87CkDd/5CyMu+66q2/k8FwaGhoAqKioAOhrrvbiiy9uVXbHHXcE4L77tuze/7nnnuP8888Pimv69OmYWd7tweaH0c8+++y8z4ds2LCBpTktR4477jimT5/O9ddfz8MPP7xF2QsvvLCvydV4Rb9AxxEz1KQqCN1G90fOwpA3f+QsDHnzR87C+MhHPkJ5eTkHH3wwc+bMwTnHAw88wLJly9hvv/046qijADjyyCO5+eabee9738vrXvc6ysvL2XHHHXn729/Osccey7x58/i///s/nnjiCfbZZx9efPFF/vKXv/C6171uwKRhMCorKznwwANZsmQJH/rQh9hll10oKSnhuOOOY8899+TII4/kq1/9Kl/72tdYsGABr33ta5k7dy4bNmzghRde4P777+fggw/u66mqsrKSiy++mNNPP503vOENW4zD8eSTT7Jo0aK8dz/yoSZVItU0LlyYdAipZPXq1UmHkDrkLAx580fOwpA3f+QsjC984QssWLCA5cuXc9VVV3HNNdfQ2dnJeeedx80339zXXe573vMePvnJT9La2soPfvADLrjgAn71q18BUZfEN910E6eccgr/+c9/uPzyy3n88cf59Kc/zWWXXRYc209+8hOOOeYY7rzzTi666CIuuOCCvt6mAD7xiU9w66238rrXvY4HH3yQn/zkJ9x88828/PLLvPe97+WLX/ziFut7y1vewu9+9zv23XdfbrrpJn72s58xY8YMbr/9dq8xXLI4qr3pFqE/S5YscbvttltB1nXcJQ8WZD3D4cp/fJ/pHm0IR8rkx5YXbd2j6e1X79nFq6/wsYqchSFvY5vGxkY5C0De/Alx1tra6jX+Qhbp6urK5BX7YjIWnQ23Li9btuyho48++qD+03WHQwghhBBCCFE0lHCMIzbOnZN0CKlk/fr1SYeQOuQsDHnzR87CkDd/5CyMLPa4VGyy6EwJxziiJu56TvhRW1ubdAipQ87CkDd/5CwMefNHzsLofUZDDJ8sOlPCMY5oXrAg6RBSSX19fdIhpA45C0Pe/JGzMOTNHzkLI1+XuGJwsuhMCcc4wjJYgUeD0FFKxzNyFoa8+SNnYcibP3ImRDhKOMYRVaPYQ1WWqK6uTjqE1CFnYcibP3IWhrz5I2dh9I4gLoZPFp0p4RhHNKlJVRC6je6PnIUhb/7IWRjy5o+chZHF5kHFJovOlHCMIypXrEg6hFQy3vtQD0HOwpA3f+QsDHnzR87CyOLV+mKTRWdKOMYR3ZMmJR1CKsli93TFRs7CkDd/5CwMefNHzsLQANP+ZNGZEo5xRNv22ycdQirZsGFD0iGkDjkLQ978kbMw5M0fOQujp6cn6RBSRxadKeEYR8y8976kQ0gls2fPTjqE1CFnYcibP3IWhrz5I2dhZHFMiWKTRWdKOMYRDYcflnQIqaSuri7pEFKHnIUhb/7IWRjy5o+chdHZ2Zl0CKkji86UcIwjJq7X7eAQsnilodjIWRjy5o+chSFv/shZGBq/xJ8sOlPCMY6Y+tRTSYeQSqqqqpIOIXXIWRjy5o+chSFv/shZGFnscamXCy+8kOrqau67r7BN1ovp7Pnnn6e6upqzzjqraNvIx8RR3ZpIlOYD9qfipZeSDiN1NDQ0MGXKlKTDSBVyFoa8+SNnYcibP8VwtnGvfQq6vkIz+bHlI15HV1dXppOOQnDWWWdx7bXX8sgjjzBnzpxMOtMdjnGE7nCEoata/shZGPLmj5yFIW/+yFkYWfvhPBpk0ZkSjnFEp06WQXR0dCQdQuqQszDkzR85C0Pe/JGzMLI4pkSxyaIzJRzjiPba2qRDSCVtbW1Jh5A65CwMefNHzsKQN3/kLIzeMSUeeughPvCBD7Dnnnsye/Zsdt99d0466SRuvPHGLcrfeOONvOENb2Du3Llst912HHrooVx88cVs2rRpq3Xvu+++7Lvvvqxfv54vfOEL7LXXXmy33XYcccQR3HrrrUDUpOt73/seBx10ENtuuy0HHHAAV1xxxVbruu+++6iurubCCy/kwQcf5MQTT2Tu3LnMmTOHk08+mYcffthrv5966inOOuss9tprL2bPns0rX/lKzjjjDJ5++uktylVXV3PttdcCsN9++1FdXU1tbS377rvvFuWam5v52te+xsEHH8x2223H3LlzOeGEE7jrrrvybn/dunV88YtfZM8992Tbbbfl4IMP5tJLL01sjA89wzGO0DgcYajvdX/kLAx580fOwpA3f+QsjNLSUn7+85/z6U9/mpKSEo499lh22WUX6uvreeSRR7jqqqs48cQTAfj617/OxRdfTE1NDaeccgpTpkzhjjvu4Otf/zp33XUXN9xww1a9hXV1dXHSSSexdu1ajj/+eDo6Orjhhhs47bTT+P3vf8+VV17JQw89xGtf+1omTZrEzTffzOc+9zlqamo46aSTtor3oYce4pJLLuHII4/kgx/8ICtWrOCWW27hDW94A7///e9ZuHDhkPt8xx13cNppp9HZ2cmxxx7LzjvvzEsvvcQtt9zCX/7yF/7whz/0JRSf/exnue2223jsscf48Ic/TFVVFc45pk+f3re+F154gTe96U08//zzLFy4kKOPPpqNGzfyl7/8hbe+9a1873vf47TTTusrv2nTJk488USWLVvGXnvtxVvf+lZaWlr4zne+w/333x9yGEeMEo5xRMPhh7HdLbcmHUbqqKurY+7cuUmHkSrkLAx580fOwpA3f+QsjMcee4zPfOYzTJ06lVtvvZXdd999i/mrVq0C4MEHH+Tiiy9m++2354477qA2bpXxla98hfe85z3cfvvt/PCHP+RTn/rUFsu//PLL7LPPPvzxj39k0qRJALz97W/nDW94A+9///vZeeeduf/++/uewfnoRz/KwQcfzPe///28Ccedd97Jt771Lc4444y+abfddhvvfve7+djHPsaDDz7IhAkDNxBau3YtZ5xxBhUVFdx5553stttuffOefPJJjjnmGD7xiU9w9913A3Duuefywgsv8Nhjj3HmmWcyZ84cNm3a1LcvvTG/8MILXHHFFZx88sl901taWnjTm97E5z//eY477ji22WYbAC699FKWLVvGG9/4Rq6++uq+eM8++2xe/epXDxh7MVGTqnFEaUtL0iGkkrKysqRDSB1yFoa8+SNnYcibP3IWxi9+8Qu6urr49Kc/vVWyAbD99tsD8Otf/xqAc845py/ZAJg4cSJf//rXmTBhAr/85S/zbuOCCy7Y4gf6woULmTt3LmvXruWrX/3qFg/877TTThx88ME88cQTdHd3b7WuefPmcfrpp28x7fjjj+fQQw9lxYoVLFmyZND9ve6662hpaeHcc8/dItkA2H333XnPe97D8uXL+fe//z3gOnLH4XjsscdYvHgxb3rTm7ZINiDqyODcc8+lvb2dP/7xj33Tr7nmGiZMmMD555+/RXI0d+5cPvShDw0af7HQHY5xxJSVK5MOIZVMnTo16RBSh5yFIW/+yFkY8uaPnIWxbNkyAF772tcOWm758qgL3iOOOGKrea94xSvYbrvtWLlyJS0tLVskEFVVVey8885bLTN79mxWrlzJfvvtt9W8bbfdlu7ublavXs122223xbxDDjkk7x2MQw89lMWLF7N8+XIOPfTQAfdj6dKlQJQoXHjhhVvNf+aZZ4DoGY/+CUkvub1U9a6vtbU17/oaGxv71gfRsxsrVqxg++23z+vlsMMO46KLLhow/mKhhGMcsXaffZj8/AtJh5E6GhsbqaysTDqMVCFnYcibP3IWhrz5I2dhtMStK7bddttBy7W2tgJscXcjl9raWl588UVaW1u3SDimTZuWt/zEiRMHnN87r6ura6t5vc2S8m0/N86BaGpqAqI7O4OxYcOGAefljsPRu7677767rxlWPtavX79FfAPtx0DTi40SjnHEtCeeTDqEVDJjxoykQ0gdchaGvPkjZ2HImz9yFkZvcvDyyy8PepeoNzFYs2ZN3ivzq1ev3qJcsVizZk3e6cPdfu/8e++9lz333DMoht6EKHd93/zmN/nwhz885LK5HvMx0PRio2c4xhGbapPJatOOukL0R87CkDd/5CwMefNHzsI44IADgKjnpsHYe++9gah72v6sWLGCl156iblz5xZ9AMZ//OMfebuOXbx4MQD77DP46PAHHXQQwJDPeuTS24Sr95mS3O37rm/q1KnMmzePl19+mWeffXar+fn8jgZKOMYRm2pqkg4hlbS3tycdQuqQszDkzR85C0Pe/JGzMN773vcyceJEvvOd7+R9ULq3l6p3vetdAHz3u9+loaGhb353dzdf+cpX6Onp4d3vfnfR433mmWe48sort5h22223sXjxYubNmzdkt7jvete7qKqq4qKLLuKhhx7aan5PT89WP/qrq6sBePHFF/vK9LL//vuzcOFCbrnlFn71q1/l3eYTTzxBfX193//vfOc76enp4bzzzttiXStXruTyyy8fNP5ioSZV4wiNwxGG+l73R87CkDd/5CwMefNHzsLYa6+9+Pa3v80555zDUUcdxXHHHccuu+xCU1MTjzzyCJWVlfzhD3/g4IMP5uMf/zg/+MEPOPTQQ3nzm9/M5MmTueOOO3jyySc55JBD+NjHPlb0eI8++mi+/OUvc8cdd7DXXnv1jcNRXl7OD37wg0G7xIUoebj66qt5z3vewzHHHMMRRxzBbrvtxoQJE3jxxRf55z//SVNTEy+//HLfMkcccQQ//OEPOfvss/v2e/r06X1d815++eWccMIJfPzjH+fyyy/nwAMPpKqqipdeeonHH3+cJ598kttvv51Zs2YBcNZZZ3Hbbbfxxz/+kaOOOorXvOY1tLa2cuONN7Jo0SL+9Kc/FU/gAOgOxzii4fDDkg4hldTV1SUdQuqQszDkzR85C0Pe/JGzMDo7OznttNO47bbbOOaYY1i8eDE//OEP+fOf/0x1dfUWXdCed955XHHFFcybN4/f/OY3XH755fT09PDFL36RG264YVS6Jj7wwAP5wx/+QEdHB1dccQV33nknhx9+OLfccguLFi0a1jqOPPJI7rvvPk4//XReeOEFrr76an75y1/y73//m8MPP5yf/vSnW5Q/+uij+frXv87EiRP58Y9/zDe/+U1+9KMf9c3ffvvtueuuu/jSl75ESUkJ119/PZdffjkPPvggO+ywA9/73vfYY489+spPmjSJG264gTPPPJPGxkYuu+wyFi9ezDnnnMM3vvGNwojyxJxziWw4zSxZssQN1JWZL8dd8mBB1jMcLn/8p9QseWDUtjf5seVFW/doerv6HXMH7DUjTchZGPI2tlm9erWcBSBv/oQ4a21tLfpDzmOdzs7OrUYHH4vcd999vPnNb+azn/0s5557bqKxjEVnw63Ly5Yte+joo48+qP903eEYR0xanUzPBGmnoqIi6RBSh5yFIW/+yFkY8uaPnIUxVBMksTVZdJa9PRID0rrH1iN8iqFpbm5OOoTUIWdhyJs/chaGvPkjZ2HkG+tCDE4WnSnhGEdMX168Jk5Zpka9e3kjZ2HImz9yFoa8+SNnYeSOKSGGRxadZW+PxIBsmDtXI40HsG7dOo0u64mchSFv/shZGPLmj5yF0d3d3Tdq9ljmsMMO6xvVO2nS4swH3eEYR3QWebCcrNLR0ZF0CKlDzsKQN3/kLAx580fOwlDnRP5k0ZkSjnGExuEIQ32v+yNnYcibP3IWhrz5I2dhjLXeltJAFp0p4RhHaByOMNT3uj9yFoa8+SNnYcibP3IWRmdnZ9IhpI4sOtMzHOOI8tWrkw4hlagrRH/kLAx58ydLzkZzzJefv3OnUdtWVshSXRtNstjFa7HJorPs7ZEYkNKWlqRDSCWjMbJp1pCzMOTNHzkLQ978CXHmnMtke3wfzCzpEFLHWHNWiHqshGMcsW7+/KRDSCUtStS8kbMw5M0fOQtD3vwJcVZaWprJ5jE+dHd3Jx1C6hhrzgox8rkSjnHEjGUPJx1CKpk5c2bSIaQOOQtD3vyRszDkzZ8QZxUVFWzcuJGOjo5xe6cji2NKFJux4sw5R0dHBxs3bhxxk8KxsUdiVFg3fz4VL72UdBipo6WlhSlTpiQdRqqQszDkzR85C0Pe/AlxZmZUVVXR1tZGW1vbmGsqMxps3LiRyZMnJx1GqhgrzpxzlJaWUlVVNeK6G5xwmNkUoBaYCVQAjUCDc07dOIxRuir15RLCeL8dHoKchSFv/shZGPLmT6gzMxsTPx6Torm5WV0Ke5JFZ8NOOMysBHgjcAxwOLAHsFW6Y2YtwGLgXuB3zrlnCxOqGCkahyOMrH3oRwM5C0Pe/JGzMOTNHzkLQ978yaKzIZ/hMLO5ZvZtYBVwA3AmsFe8rOV5TQfeAHwTeNrM/mpmbytK9MILjcMRhvpe90fOwpA3f+QsDHnzR87CkDd/suhswDscZjYL+DLwIaC3L7h/Ed29+Gf8dwPQDLQDM+LXTsCC+PVq4GjgNWb2JeCLzrk/FmNHxNBUrFqVdAipRO2c/ZGzMOTNHzkLQ978kbMw5M2fLDobrEnVCmAK8Czwc+Ba59zTg5Svj19PAX8BMLNJRM2w3gm8GbjJzD7jnPteAWIXnpRs2pR0CKmkpKQk6RBSh5yFIW/+yFkY8uaPnIUhb/5k0dlgTapeBN4HzHfOfW2IZCMvzrlNzrnfO+dOBnYHfsbmuyVilFk/b17SIaSS1tbWpENIHXIWhrz5I2dhyJs/chaGvPmTRWeD3eHYwxWw02jn3H+BD9p47BNujFC9dGnSIaSSWbNmJR1C6pCzMOTNHzkLQ978kbMw5M2fLDob8A5HIZON0VivGJqWvfdOOoRU0tTUlHQIqUPOwpA3f+QsDHnzR87CkDd/suhMI42PI9wYGbkybShH9kfOwpA3f+QsDHnzR87CkDd/suisIL9AzWxPoq5w58aTngNuc849Xoj1i8IwQ02qgsjirc1iI2dhyJs/chaGvPkjZ2HImz9ZdDaiOxxmVmJmlwPLicbdODN+fQtYbmaXmZnuoowRGhcuTDqEVLJ69eqkQ0gdchaGvPkjZ2HImz9yFoa8+ZNFZyO9w/EV4IPAo8AVwH+BCuBVwIfjeS8B549wO6IATF75fNIhpJLKysqkQ0gdchaGvPkjZ2HImz9yFoa8+ZNFZyNNON4HPA68yjmXO8jDjWb2e+BB4AMo4RBCCCGEEGJcMmhzJzO70cx2HKTINsA/+yUbADjn/gm0xWXEGGDj3DlJh5BK1q9fn3QIqUPOwpA3f+QsDHnzR87CkDd/suhsqOcr3gA8aWbnmlm+uyFPA6/Pl5SY2XuJmlc9NfIwRSGoWbIk6RBSSW1tbdIhpA45C0Pe/JGzMOTNHzkLQ978yaKzoRKO/YGHgAuIHgJ/Tb/5FwCziZKS68zsm2Z2sZndQzSquAMuLHTQIozmBQuSDiGV1NfXJx1C6pCzMOTNHzkLQ978kbMw5M2fLDob9BmOuFvbI83sNKKep/5qZr8BznHOveycu87MSoFvA2/rt/ga4Fzn3LXFCFz4Y11dSYeQSsws6RBSh5yFIW/+yFkY8uaPnIUhb/5k0dmwuqx1zv0ceCVwOVFi8W8z+4SZTXDO/RLYAVgEvAN4Z/z3Ds65q4sStQii6tFHkw4hlVRXVycdQuqQszDkzR85C0Pe/JGzMOTNnyw6G/YYGc65FufcmcAhRM9lXAw8ZGaLnHNdzrkHnHO/cc5dF/+ty+ljjCY1qQoii7c2i42chSFv/shZGPLmj5yFIW/+ZNGZ96B8ce9TrwI+RjSy+L1mdqWZzSx0cL6Y2RvM7C9m9qKZtZnZCjP7nZnlHfHOzBaZ2W1m1mRmG81suZmdbWYlox37aFC5YkXSIaSSadOmJR1C6pCzMOTNHzkLQ978kbMw5M2fLDoLGgXcRVxK1MzqGuD9wH/M7EOFDM4HM/sWcAtwAPBn4PvAMuAtwGIze3e/8m8B7gGOAG4ELgXKiO7cXDd6kY8e3ZMmJR1CKunu7k46hNQhZ2HImz9yFoa8+SNnYcibP1l0NqyEw8xeY2bfMLPLzOwCMzsawDlX75x7D/BqoA74sZn9w8wOKGLM+eKbDXwaWA3s4Zz7oHPuXOfcKcDrAQO+llN+GtHI6N3AUc65051znwH2A5YAp5jZqaO5D6NB2/bbJx1CKtmwYUPSIaQOOQtD3vyRszDkzR85C0Pe/Mmis6EG/iszsz8AfwU+D5wBnAv8xcxuNbNJAM65vwP7Al8A9gD+YWY/MrOqoka/mblE+/IP59ya3BnOub8B64BZOZNPif+/Lm4i1lu2HfhS/O+ZRY04AWbee1/SIaSS2bNnJx1C6pCzMOTNHzkLQ978kbMw5M2fLDob6g7H+cAbgVXAx4Hj4/cXgWPj+QDED45/C9idqGnTR4Gn4gEAi83TQAfwqv7PkpjZEcBU4I6cyb3jifw5z7ruATYCi3oTqqzQcPhhSYeQSurq6pIOIXXIWRjy5o+chSFv/shZGPLmTxadDZVwvINo8L7XO+d+5Jz7s3PuR0TJhsXzt8A596Jz7kSiRGU90QCARcU51wR8DqgFnjCzy+NBCH8L/IXoDs2HcxZ5Zfy+1Sjoce9azxKNUTKvqIGPMhPXZ+8W3WhQWlqadAipQ87CkDd/5CwMefNHzsKQN3+y6GzQgf+IRhHf4Jx7Mneic+5JM9tA9AM/L86528zsTqJmVkXHOXeJmT0HXEXU9KuX/wJX92tq1dvUq2WA1fVOn55v5po1azj99NOZOHEi3d3dnHTSSZx11lnU1dUxZcoUSkpKaG1tZdasWTQ1NeGcY9asWaxevZrKykoA1q9fT21tLYtmd9Pt4Om1E9izpptV6ydQOgG2mdzDw/Ul7D+rm7YuY+U6Y7cZPaxcN4GppY7qctc3f32H8fJGY9fpPaxomUBNuaNq0ub5LZuMxnajfdvZbJyzIxvmzqWzqoqZ995Hw+GHUb56NaUtLaybP58Zyx5m3fz5dFVO6ZtfsWoVJZs2sX7ePKqXLqVl771xEycyY+lSGhcuZPLK5wHYOHcONUuW0LxgAdbVRe3GjdTX1zNt2jS6u7vZsGEDs2fPpq6ujtLSUqqqqmhoaKCqqoqOjg7a2tr65peVlTF16lQaGxuZMWMGbW1ttLe3983fp6abxnZjXlUPT6+dwLaTHZVlm/e5qd1Y12nMndrDv5snMHeqo2Li5vlrNk6gswe2r+zh8cYSdp3eQ4nB400T2GdmN3Ubolx89pQeysvLeeGFFzAzqquri7ZP5eXlVFRU0NzcTE1NDevWraOjo6NvfkVFBWVlZbS0tDBz5kxaWlro7Ozsmz9U3du1qqdvn5Y3lLBndU/R6t7kyZNZuXJl0fep/+epvr6+4Mdpn5ruvJ+nYtS9jRs30tjYWPR9Gu26V8zjtHHjRlpbWzOxT/vP7B7WubwQdW/SpEm8+OKLo/55SvNxqqqqYuXKlZnap9E4Ths3bqShoSFT+1Ts47Rx40bWrl2byn0aCHPODTzT7Gmiq/wLnXMP5kw/mOjh6hXOuVcMuIJRxMw+C1wA/AD4EdFD7LsB3wSOAb7tnPtsXPYpYFdgV+fcf/Os635gIdF+P9B//pIlS9xuu+1WkLiPu+TBoQsViB/W3ch2t9w6atub/Njyoq17NL395MRa5s6dO2rbKxZyFoa8jW1WrlyZGWeqa2ObLNW10UTe/Emzs2XLlj109NFHH9R/+lBNqn5G1HTqT3ETpQ+Z2YXAbURNra4qfKj+mNlRwLeAPzjnPuWcW+Gc2+icWwacSPQMyjlm1ttEqvcOxkAPtU/rVy4TTH1qqxZkYhhUVY1W3wfZQc7CkDd/5CwMefNHzsKQN3+y6GyoJlUXEvUA9UGiZyQcUQICcCXR3YOxwBvj97/1n+Gc22hmDxIlHvsDK4D/AAcB84GHcsub2URgZ6ArLpsZOjNYgUeDjo6OpENIHXIWhrz5I2dhyJs/chaGvPmTRWeDJhzOuR7gw2b2HeBooAZoBP7mnPvPKMQ3XHp7k5o1wPze6b1H8C7gXUQPv1/br+wRwGTgHufcpkIGmTTttQM+ciMGoa2tLekQUoechZEVb6PdNEj4k5W6NprIWRjy5k8WnQ1r4D/n3NPOuZ84574Rv4+lZAPg3vj9Q2a2xeh2ZnYccCjQDtwfT74eaABONbODcsqWA/8b//vjokacABqHI4ws9oddbOQsDHnzR87CkDd/5CwMefMni86GlXCkgOuJxtmoBZ40s5+b2bfiQQtvJWoGdq5zrhHAOddK1JNVCXC3mf3UzC4CHiF6WPx64DejvxvFReNwhJHF/rCLjZyFIW/+yFkY8uaPnIUhb/5k0dmATarMbFr8w7ygFGO9zrkeMzseOAs4leh5jclAE9ED7j9wzv2l3zI3mdmRwBeBk4Fyoi50PxWXH7j7rpRS2pKpZ+BHjbKysqRDSB1yFoa8+SNnYcibP3IWhrz5k0Vngz3DsdLMfgBc4pxrHumGzOwYoh/3dwJfG+n6+uOc6wQuiV/DXWYx0ejp44IpK1cmHUIqmTp1atIhpA45C0Pe/JGzMOTNHzkLQ978yaKzwZpUNQNfJko8fmZmx5pZic/KzWxnM/u8mS0H/kT0LIV+9SbE2n32STqEVNI7EJsYPnIWhrz5I2dhyJs/chaGvPmTRWeD3eF4JXAm0V2J04D3AmvjLmYfApYTPXjdTNT703RgBlGXsgcBC+J1QPQMxS3A551zjxd8L8SwmPbEk0MXElsxY8aMpENIHXIWhrz5I2dhyJs/chaGvPmTRWcDJhxxE6UfmNmVRMnGB4nGsXg90cjdg9E7Vsc6ooevL3POPTRIeTEKbKrdhsoVmRpaZFRoa2tj2rRpQxcUfchZGPLmj5yFIW/+yFkY8uZPFp0NNfAfzrkNRF3E/tjM9iJKOA4FXkXUK1RuM6v1RIPqLQbuA25zzm0sdNAijE01NUmHkEra29uTDiF1yFkY8uaPnIUhb/7IWRjy5k8WnQ2ZcOTinHsMeAz4bu80M5tBNPBek3Mue0MjZgiNwxFGFvvDLjZyFoa8+SNnYcibP3IWhrz5k0VnIx6HwznX7JyrU7Ix9tE4HGFksT/sYiNnYcibP3IWhrz5I2dhyJs/WXSWlYH/xDCYlMFeD0aD8vLypENIHXIWhrz5I2dhyJs/chaGvPmTRWdKOMYRk1avSTqEVFJRUZF0CKlDzsKQN3/kLAx580fOwpA3f7LoTAnHOKJ1j92TDiGVNDePeNzLcYechSFv/shZGPLmj5yFIW/+ZNGZEo5xxPTly5MOIZXUqHcvb+QsDHnzR87CkDd/5CwMefMni86UcIwjNsydm3QIqWTdunVJh5A65CwMefNHzsKQN3/kLAx58yeLzpRwjCM6q6qSDiGVdHSoAzZf5CwMefNHzsKQN3/kLAx58yeLzpRwjCM0DkcYWewPu9jIWRjy5o+chSFv/shZGPLmTxadKeEYR2gcjjCy2B92sZGzMOTNHzkLQ978kbMw5M2fLDpTwjGOKF+9OukQUkkWu6crNnIWhrz5I2dhyJs/chaGvPmTRWcTB5phZnMKtRHn3POFWpcIp7SlJekQUklZWVnSIaQOOQtD3vyRszDkzR85C0Pe/MmiswETDuDZAm3DDbEdMUqsmz+fqU89nXQYqaOlpYXp06cnHUaqkLMw5M0fOQtD3vyRszDkzZ8sOhssEbACbaNQ6xEjZMayh5MOIZXMnDkz6RBSh5yFIW/+yFkY8uaPnIUhb/5k0dmAz3A45ybkewEnAy3AE8AHgF2A8vg1D3g/8BiwFjgpXkaMAdbNn590CKmkRU3RvJGzMOTNHzkLQ978kbMw5M2fLDrzaupkZocA1wF3ACc65/p3FPwc8JyZXQPcBPzGzI5wzv2jALGKEdJVOSXpEFJJZ2dn0iGkDjkLQ978kbMw5M0fOQtD3vzJojPfuw9fIEpSPpon2ejDOdcJnAWUxsuIMYDG4Qgji/1hFxs5C0Pe/JGzMOTNHzkLQ978yaIz34TjEGCtc27lUAWdc88RNata6B+WKAYahyOMLPaHXWzkLAx580fOwpA3f+QsDHnzJ4vOfHuPqgRKzKzcOdc+WEEzK4/LZ+++UEqpWLUq6RBSyZQpaormi5yFIW/+yFkY8uaPnIUhb/5k0ZnvHY6niJKUM4dR9sy47FO+QYniULJpU9IhpJKSkpKkQ0gdchaGvPkjZ2HImz9yFoa8+ZNFZ74Jx5VE3dxeZGZfNrOp/QuYWaWZfRH4FtEYHD8deZiiEKyfNy/pEFJJa2tr0iGkDjkLQ978kbMw5M0fOQtD3vzJojPfJlU/Ao4G3gycB3zezB4BXornbwfsB0wiSkxuAv5v5GGKQlC9dGnSIaSSWbNmJR1C6pCzMOTNHzkLQ978kbMw5M2fLDrzusPhnHNE43B8GVhHNPbGIcBJ8euQeNo64EvAW+NlxBigZe+9kw4hlTQ1NSUdQuqQszDkzR85C0Pe/JGzMOTNnyw6873DgXOuG/iGmV0MHAMcAPSmYvXAMuB251xbwaIUBcFN9D7cAlDO7I+chSFv/shZGPLmj5yFIW/+ZNFZ8C9Q59xGoiZTNxUqGFFcZqhJVRBZvLVZbOQsDHnzR87CkDd/5CwMefMni858HxoXKaZxoYZECWH16tVJh5A65CwMefNHzsKQN3/kLAx58yeLzoLucJiZAScCrwN2BCqcc0fnzJ8CHEj02Me9hQhUjJzJK59POoRUUllZmXQIqUPOwpA3f+QsDHnzR87CkDd/sujMO+Ews12BG4A9iHqigqj721zaibrD3cXMFjjnlo0oSiGEEEIIIUQq8WpSZWYzgDuAPYHlRL1VbdVZcPxg+f8RJSQnjzxMUQg2zp2TdAipZP369UmHkDrkLAx580fOwpA3f+QsDHnzJ4vOfJ/hOIeoCdWfgAXOuW8AA/VG9cf4/bWBsYkCU7NkSdIhpJLa2tqkQ0gdchaGvPkjZ2HImz9yFoa8+ZNFZ74Jx1uImk992jnXNVhB59wzwCbgFYGxiQLTvGBB0iGkkvr6+qRDSB1yFoa8+SNnYcibP3IWhrz5k0VnvgnHzkCbc+7JYZZfD0z13IYoEtY1aI4oBiDqI0H4IGdhyJs/chaGvPkjZ2HImz9ZdOabcDigZDgFzawMqCLPMx4iGaoefTTpEFJJdXV10iGkDjkLQ978kbMw5M0fOQtD3vzJojPfhONZoCzuqWoojifqBWu4d0NEkWlSk6ogsnhrs9jIWRjy5o+chSFv/shZGPLmTxad+SYctxL1PHXOYIXMbBbwHaI7IjeHhSYKTeWKFUmHkEqmTZuWdAipQ87CkDd/5CwMefNHzsKQN3+y6Mw34fgu0AycYWbfM7Mdc2ea2TZm9hHgYWAe8BLw44JEKkZM96RJSYeQSrq7u5MOIXXIWRjy5o+chSFv/shZGPLmTxadeSUczrkGop6qWoFPAM8B2wCYWQPwMnApsB3QBJzgnNtQwHjFCGjbfvukQ0glGzaoCvsiZ2HImz9yFoa8+SNnYcibP1l05nuHA+fcfcC+wLVAJ1ETKwOq4/du4DfAgc65hwoXqhgpM++9L+kQUsns2bOTDiF1yFkY8uaPnIUhb/7IWRjy5k8WnXknHADOueedc+8GpgNHAG8H3gG8Bqh2zr3DObeyYFGKgtBw+GFJh5BK6urqkg4hdchZGPLmj5yFIW/+yFkY8uZPFp1NHMnCzrl2QJfNU8LE9dm7RTcalJaWJh1C6pCzMOTNHzkLQ978kbMw5M2fLDrzusNhZleZ2fc8yl9kZlf6hyWKwdSnnko6hFRSVVWVdAipQ87CkDd/5CwMefNHzsKQN3+y6My3SdX7gFM9yr81XkaMAZoP2D/pEFJJQ0ND0iGkDjkLQ978kbMw5M0fOQtD3vzJorOgZzg8MKKxOMQYQHc4wsjilYZiI2dhyJs/chaGvPkjZ2HImz9ZdFa0hMPMJhB1masHB8YInRmswKNBR0dH0iGkDjkLQ978kbMw5M0fOQtD3vzJorNBHxo3s2lEPVHlUhIP+GcDLRYv816gHPjXyEIUhaK9tjbpEFJJW1tb0iGkDjkLQ978kbMw5M0fOQtD3vzJorOheqn6JPCVftNmEg34N1yu8AlIFA+NwxFGFvvDLjZyFoa8+SNnYcibP3IWhrz5k0VnQzWpsn4vl2da/xdEI5EvAT7gnLuq8GGLEDQORxhZ7A+72MhZGPLmj5yFIW/+yFkY8uZPFp0NeofDOXcecF7v/2bWA9Q557YrbliiGJS2tCQdQiopKytLOoTUIWdhyJs/chaGvPkjZ2HImz9ZdOY78N8vgLVFiEOMAlNWavD3EKZOnZp0CKlDzsKQN3/kLAx580fOwpA3f7LozKuXKufc+5xzZxcpFlFk1u6zT9IhpJLGxsakQ0gdchaGvPkjZ2HImz9yFoa8+ZNFZ753OPows1rgKGBHYLJz7muFCkoUh2lPPJl0CKlkxowZSYeQOuQsDHnzR87CkDd/5CwMefMni868x+Ews3Iz+zHwPHAN8C3gq/3KTDezJjPrirvQFWOATbXbJB1CKsli93TFRs7CkDd/5CwMefNHzsKQN3+y6Mwr4TCzicBtwIeADuAuYFP/cs65tcDl8fpPHnGUoiBsqqlJOoRU0t7ennQIqUPOwpA3f+QsDHnzR87CkDd/sujM9w7H6UTNqP4D7OWcex0wUNdHv43f3xgWmig0GocjjCz2h11s5CwMefNHzsKQN3/kLAx58yeLznwTjvcQjcXxMefcUF0e/QvoBvYMCUwUHo3DEUYW+8MuNnIWhrz5I2dhyJs/chaGvPmTRWe+CceeREnE3UMVdM51E3WhW+0dlSgKkzLY68FoUF5ennQIqUPOwpA3f+QsDHnzR87CkDd/sujMN+EoB9rjZGI4TAGy1xAtpUxavSbpEFJJRUVF0iGkDjkLQ978kbMw5M0fOQtD3vzJojPfhONlYIqZzRyqoJm9iihB0WhzY4TWPXZPOoRU0tzcnHQIqUPOwpA3f+QsDHnzR87CkDd/sujMN+G4O37/wGCFzGwCcAHR8x5/9Q9LFIPpy5cnHUIqqVHvXt7IWRjy5o+chSFv/shZGPLmTxad+SYc3yVKIr5kZm/OV8DMdifqOvc1RF3nfn9EEYqCsWHu3KRDSCXr1q1LOoTUIWdhyJs/chaGvPkjZ2HImz9ZdOaVcDjnHgfOBiqBG83sGWAGgJldb2ZPAI8BryNKTD7inHu+oBGLYDqrqpIOIZV0dHQkHULqkLMw5M0fOQtD3vyRszDkzZ8sOvMeadw59yPgROAFYGegDDDgJGC3+O8XgBOccz8vXKjDw8wON7Pfm9nLZrYpfv+LmR2fp+wiM7stHhV9o5ktN7OzzaxktOMeDTQORxhZ7A+72MhZGPLmj5yFIW/+yFkY8uZPFp15JxwAzrmbgXnAa4GvAD8GLgO+BhwHvMI598dCBTlczOxLwD3AEcCfiZqA/ZHoLsxR/cq+JafsjcClRMnTxcB1oxb0KKJxOMLIYn/YxUbOwpA3f+QsDHnzR87CkDd/suhsYuiCzrke4K74lThm9lbg68AdwEnOuXX95pfm/D0NuIJoTJGjnHP/jKd/mWh/TjGzU51zmUo8ylevTjqEVJLF7umKjZyFIW/+yFkY8uaPnIUhb/5k0VnQHY6xRtwr1reAjcA7+ycbAM65zpx/TwFmAdf1JhtxmXbgS/G/ZxYv4mQobWlJOoRUUlZWlnQIqUPOwpA3f+QsDHnzR87CkDd/sugsEwkHsIjoeZLbgGYze4OZfc7MPmFmC/OUf038/uc88+4hSlwWmdmk4oSbDOvmz086hFTSokTNGzkLQ978kbMw5M0fOQtD3vzJorMBm1SZWaGaSjnn3NEFWtdALIjfVwPLgL1zZ5rZPcApzrn6eNIr4/en+q/IOddlZs8CexI9p/JkUSJOgBnLHk46hFQyc+aQ41yKfshZGPLmj5yFIW/+yFkY8uZPFp0N9gzHUQXahivQegZjm/j9I8CzRA+z/wOYS/Tg+OuB37F5n3r7hx0oheydPj3fzDVr1nD66aczceJEuru7OemkkzjrrLOoq6tjypQplJSU0NrayqxZs2hqasI5x6xZs1i9ejWVlZUArF+/ntraWhbN7qbbwdNrJ7BnTTer1k+gdAJsM7mHh+tL2H9WN21dxsp1xm4zeli5bgJTSx3V5a5v/voO4+WNxq7Te1jRMoGackfVpM3zWzYZje3GiyedyPZ/+AMb5s6ls6qKmffeR8Phh1G+ejWlLS2smz+fGcseZt38+XRVTumbX7FqFSWbNrF+3jyqly6lZe+9cRMnMmPpUhoXLmTyyqjn441z51CzZAnNCxZgXV3UbtxIfX0906ZNo7u7mw0bNjB79mzq6uooLS2lqqqKhoYGqqqq6OjooK2trW9+WVkZU6dOpbGxkRkzZtDW1kZ7e3vf/H1qumlsN+ZV9fD02glsO9lRWbZ5n5vajXWdxtypPfy7eQJzpzoqJm6ev2bjBDp7YPvKHh5vLGHX6T2UGDzeNIF9ZnZTtyG6+Td7Sg8NDQ00NTVhZlRXVxdtn8rLy6moqKC5uZmamhrWrVtHR0dH3/yKigrKyspoaWlh5syZtLS00NnZ2Td/qLq3a1VP3z4tbyhhz+qeotW9xsZGGhoair5P/T9P9fX1BT9O+9R05/08FaPuPfvss2y77bZF36di172Da7sH/DwVuu49++yzzJkzZ9Q/T8Woe/vP7B7WubwQda++vp7m5uZR/zyl+TiZGQ0NDZnap9E4Ts8++yyzZ8/O1D4V+zg9++yz7LDDDqncp4Ew5/LnA2Z22oBLeVLs7nHN7CLgM0APcIBz7l858yqI7mTsACxyzi0xs6eAXYFdnXP/zbO++4GFwELn3AP95y9ZssTttttuBYn9uEseLMh6hsMP625ku1tuHbXtTX6seCObj6a3n5xYy9wMDJooZ2HImz9yFoa8jW1WrlwpZwHImz9pdrZs2bKHjj766IP6Tx/wDkcSY2iMgOb4fUVusgHgnGszs9uB04FXAUvYfAdjoJHwelO0TDWi0zgcYWSxP+xiI2dhyJs/chaGvPkjZ2HImz9ZdJaVh8b/E7+vHWB+b0LS289Yb/mtnqI2s4lED6B3ASsKFN+YQONwhJHF/rCLjZyFIW/+yFkY8uaPnIUhb/5k0VlWEo57iBKEXc0sX19ie8Xvz8XvvQ/EH5un7BHAZOB+59ymQgaZNBWrViUdQiqZMmVK0iGkDjkLQ978kbMw5M0fOQtD3vzJorOghMPMSszsnWZ2g5k9Z2Yb4tdz8bRTzayk0MEOhHOuAfgNUROpr/SL9XVED423sLkb3OuBBuBUMzsop2w58L/xvz8uctijTsmmTOVPo0ZJyahV5cwgZ2HImz9yFoa8+SNnYcibP1l05p1wmNkrgYeBXwInAHOImipVxH+fAPwaWBaXHS0+BfwX+KKZ3WNm3zGz3wF/IhpR/Azn3FoA51wrcAZQAtxtZj+NHzx/hOhh8euJEphMsX7evKRDSCWtra1Jh5A65CwMefNHzsKQN3/kLAx58yeLzgbrFncrzGw2UfOlWUAH0Q/zvwOrAAO2BY4kGsl7b6If8/s754reGM05t8bMDiYaKfxE4BBgHXAr8M3+vU05524ysyOBLwInA+VECcungB+4gbrvSjHVS5cmHUIqmTVrVtIhpA45C0Pe/JGzMOTNHzkLQ978yaIzr4QDOJ8o2VgBHO+c22rgPOCnZvY1olG/5wFfBc4cUZTDxDnXRJQwfGqY5RcDxxc1qDFEy957U776zqTDSB1NTU1Mnjw56TBShZyFIW/+yFkY8uaPnIUhb/5k0Zlvk6rjiQbye/8AyQYAzrmngQ8Q3fV4Y3h4opC4ib75pQDI4M2uoiNnYcibP3IWhrz5I2dhyJs/WXTmm3DMBDY45+4dqmBcZn28jBgDzFCTqiCyeGuz2MhZGPLmj5yFIW/+yFkY8uZPFp35JhwveS5TEi8jxgCNCxcmHUIqWb16ddIhpA45C0Pe/JGzMOTNHzkLQ978yaIz34TjD0CFmR03VMG4TAVwU0BcoghMXvl80iGkksrKyqRDSB1yFoa8+SNnYcibP3IWhrz5k0VnvgnH+cCzwFVmtmigQmZ2CHAVUa9PXwsPTwghhBBCCJFmfJ8ifjPwf8CXgXvM7F7gbqJucQG2I+oW90igFbgIeIuZbbUi59wvwkIWoWycO4fpjz6adBipY/369dTU1CQdRqqQszDkzR85C0Pe/JGzMOTNnyw68004ribqpao3gzgSOKJfmd5504HvDLIuJRyjTM2SJUmHkEpqa2uTDiF1yFkY8uaPnIUhb/7IWRjy5k8WnfkmHPcQJRwihTQvWMDsP9+edBipo76+nh133DHpMFKFnIUhb/7IWRjy5o+chSFv/mTRmVfC4Zw7qkhxiFHAurqSDiGV5GsSKAZHzsKQN3/kLAx580fOwpA3f7LozPehcZFiqvT8RhDV1dVJh5A65CwMefNHzsKQN3/kLAx58yeLzpRwjCOaFixIOoRUUl9fn3QIqUPOwpA3f+QsDHnzR87CkDd/sujM9xmOLTCzCqKHw0sHK+ec0wAQY4DKFSuSDiGVTJs2LekQUoechSFv/shZGPLmj5yFIW/+ZNGZd8JhZjOAzwGnADsPYxEXsh1ReLonTUo6hFTS3d2ddAipQ87CkDd/5CwMefNHzsKQN3+y6MyrSZWZ7QgsAz4DzCPqAneol5ptjRHatt8+6RBSyYYNG5IOIXXIWRjy5o+chSFv/shZGPLmTxad+SYDFwFzgdXAe4HtgYnOuQmDvQodtAhj5r33JR1CKpk9e3bSIaQOOQtD3vyRszDkzR85C0Pe/MmiM99k4BiiJlKnOOd+5Zx72TnXU4S4RBFoOPywpENIJXV1dUmHkDrkLAx580fOwpA3f+QsDHnzJ4vOfBOOUmCDc+7+YgQjisvE9dm7RTcalJYO2ieCyIOchSFv/shZGPLmj5yFIW/+ZNGZb8LxFFBmZnoIPIVMfeqppENIJVVVVUmHkDrkLAx580fOwpA3f+QsDHnzJ4vOfBOOy4Ey4K1FiEUUmeYD9k86hFTS0NCQdAipQ87CkDd/5CwMefNHzsKQN3+y6MzrToVz7nIzOwr4iZlNcM79uihRiaKgOxxhZPFKQ7GRszDkzR85C0Pe/JGzMOTNnyw6824a5Zx7p5l9DfiFmV0APAG8PPgi7vTQAEXh6MxgBR4NOjo6kg4hdchZGPLmj5yFIW/+yFkY8uZPFp2FDPz3SeCTRGNs7Bi/BsMBSjjGAO21tUmHkEra2tqSDiF1yFkY8uaPnIUhb/7IWRjy5k8WnXklHGb2buC78b//Be4C1gDZGxIxg2gcjjCy2B92sZGzMOTNHzkLQ978kbMw5M2fLDrzvcPxKaI7Fj8B/sc55wofkigWDYcfxna33Jp0GKmjrq6OuXPnJh1GqpCzMOTNHzkLQ978kbMw5M2fLDrz7aXqlUQJx+eUbKSP0paWpENIJWVlZUmHkDrkLAx580fOwpA3f+QsDHnzJ4vOfO9wtADlzrn1xQhGFJcpK1cmHUIqmTp1atIhpA45C0Pe/JGzMOTNHzkLQ978yaIz3zscfwOqzGxOMYIRxWXtPvskHUIqaWxsTDqE1CFnYcibP3IWhrz5I2dhyJs/WXTmm3B8DVgP/MDMfJcVCTPtiSeTDiGVzJgxI+kQUoechSFv/shZGPLmj5yFIW/+ZNGZb9LQBnwQOBJ43Mw+aGYHm9mcwV6FD1uEsKl2m6RDSCVZ7J6u2MhZGPLmj5yFIW/+yFkY8uZPFp35PsPxbM7f04DLhrGMC9iOKAKbamqSDiGVtLe3Jx1C6pCzMOTNHzkLQ978kbMw5M2fLDrzTQQsYBshy4gioHE4wshif9jFRs7CkDd/5CwMefNHzsKQN3+y6Mwr4XDO6bmNFKNxOMLIYn/YxeaFr543qnVt8mPLR21bxUR1zR85C0Pe/JGzMOTNnyw6UwIxjpiUwV4PRoPy8vKkQ0gdqmthqK75I2dhyJs/chaGvPmTRWdKOMYRk1avSTqEVFJRUZF0CKlDdS0M1TV/5CwMefNHzsKQN3+y6GxECYeZvcrMPmJmX45fHzGzVxUqOFFYWvfYPekQUklzc3PSIaQO1bUwVNf8kbMw5M0fOQtD3vzJorOg3qPM7J3A/wJ5G5iZ2bPAl5xz140gNlFgpi/PRjv30aZGvXt5o7oWhuqaP3IWhrz5I2dhyJs/WXTmfYfDzL4B/BLYiagHqpeAB+PXS/G0ecCvzex/CxapGDEbMvYA0mixbt26pENIHaprYaiu+SNnYcibP3IWhrz5k0VnXgmHmb0a+DxRUnEtsJtzbkfn3ML4tSPwSuC6uMznzeyowoYsQumsqko6hFTS0dGRdAipQ3UtDNU1f+QsDHnzR87CkDd/sujM9w7Hx4gG8vuBc+5dzrmn+hdwzj3tnHsn8COipOPjIw9TFAKNwxFGFvvDLjaqa2GorvkjZ2HImz9yFoa8+ZNFZ74Jx0KihOP8YZQ9D+gBFnluQxSJhsMPSzqEVFJXV5d0CKlDdS0M1TV/5CwMefNHzsKQN3+y6Mw34agGWpxzQz4+75xrAlqA6QFxiSJQvnp10iGkkix2T1dsVNfCUF3zR87CkDd/5CwMefMni858E44moMrMqocqGJepArLXt1dKKW1pSTqEVFJWVpZ0CKlDdS0M1TV/5CwMefNHzsKQN3+y6Mw34VhC9FzGV4ZR9rx4/Us8tyGKxLr585MOIZW06MezN6prYaiu+SNnYcibP3IWhrz5k0VnvgnHD4kSjo+Z2a/MbKvRvczsIDO7ATiL+AHzkYcpCsGMZQ8nHUIqmTlzZtIhpA7VtTBU1/yRszDkzR85C0Pe/MmiM6+Ewzn3N+ACoqTjHcBjZlZnZg+Z2WNm1gr8A3hLXOYbzrm7CxyzCERXncPI4pWGYqO6Fobqmj9yFoa8+SNnYcibP1l05j3SuHPuS2b2GPB1YBdgm/iVy3+JRhr/7chDFIWiq3JK0iGkks7OzqRDSB2qa2GorvkjZ2HImz9yFoa8+ZNFZ94JB4Bz7jrgOjPbDzgAmBXPqgeWOeceKUh0oqBobIQwstgfdrFRXQtDdc0fOQtD3vyRszDkzZ8sOvN9hmMLnHOPOOeucs59K35dpWRj7KKxEcLIYn/YxUZ1LQzVNX/kLAx580fOwpA3f7LobEQJh0gXFatWJR1CKpkyRc2DfFFdC0N1zR85C0Pe/JGzMOTNnyw680o4zGy+mV1lZp8fRtkvx2V3CQ9PFJKSTZuSDiGVlJSUJB1C6lBdC0N1zR85C0Pe/JGzMOTNnyw6873D8T7gNKBhGGXXx2VP89yGKBLr581LOoRU0tramnQIqUN1LQzVNX/kLAx580fOwpA3f7LozDfheH38/udhlL2eqGvc4zy3IYpE9dKlSYeQSmbNmjV0IbEFqmthqK75I2dhyJs/chaGvPmTRWe+CcccoMM598Iwyr4IdAA7ekclikLL3nsnHUIqaWpqSjqE1KG6Fobqmj9yFoa8+SNnYcibP1l05ptwVALtwynonHNAG1DlG5QoDm5iUC/I456oKgsfVNfCUF3zR87CkDd/5CwMefMni858E446YJqZDXnXIi5TRTQ2hxgDzFAzlyCyeGuz2KiuhaG65o+chSFv/shZGPLmTxad+SYc98bvnx1G2d4yGgFsjNC4cGHSIaSS1atXJx1C6lBdC0N1zR85C0Pe/JGzMOTNnyw68004fkT0IPhHzezrZjapfwEzm2Rm3wDOAhxw6cjDFIVg8srnkw4hlVRWViYdQupQXQtDdc0fOQtD3vyRszDkzZ8sOvNqaO2ce9DMvg18BvgCcKaZ/Q3o/XUxFzgKmBH/f4lzbnGBYhVCCCGEEEKkDO+Rxp1znwM+R/RAeDVwMnB2/DopntYOnOucO6dQgYqRs3HunKRDSCXr169POoTUoboWhuqaP3IWhrz5I2dhyJs/WXQW1JWMc+7bZnYl8FbgEKCWqKlVHfAA8DvnXPb69Eo5NUuWJB1CKqmtrU06hNShuhaG6po/chaGvPkjZ2HImz9ZdBbcd2WcUFwWv0QKaF6wgNl/vj3pMFJHfX09O+6o4WR8UF0LQ3XNHzkLIyvejrvkwVHb1uUnb5sJZ6NNVuraaJJFZ95NqkR6sa6upENIJWaWdAipQ3UtDNU1f+QsDHnzR87CkDd/suhMCcc4ourRR5MOIZVUV1cnHULqUF0LQ3XNHzkLQ978kbMw5M2fLDpTwjGOaFqwIOkQUkl9vcau9EV1LQzVNX/kLAx580fOwpA3f7LoTAnHOKJyxYqkQ0gl06ZNSzqE1KG6Fobqmj9yFoa8+SNnYcibP1l0lumEw8zeY2Yufn1wgDKLzOw2M2sys41mttzMzjazktGOt9h0T9pqnEYxDLq7u5MOIXWoroWhuuaPnIUhb/7IWRjy5k8WnWU24TCzHYEfAgN2ZmxmbwHuAY4AbiQaFb0MuBi4bhTCHFXatt8+6RBSyYYNG5IOIXWoroWhuuaPnIUhb/7IWRjy5k8WnWUy4bDo8f6fAY3ATwYoMw24AugGjnLOne6c+wywH7AEOMXMTh2diEeHmffel3QIqWT27NlJh5A6VNfCUF3zR87CkDd/5CwMefMni84ymXAAHwdeA7wfGChNPAWYBVznnPtn70TnXDvwpfjfM4sZ5GjTcPhhSYeQSurq6pIOIXWoroWhuuaPnIUhb/7IWRjy5k8WnWUu4TCz3YELge875+4ZpOhr4vc/55l3D7ARWGRmmWmMPnF99m7RjQalpaVJh5A6VNfCUF3zR87CkDd/5CwMefMni86CRxo3s4nAK4AZwKBmhvjhXzDimH4JPA98YYjir4zfn+o/wznXZWbPAnsC84AnCxlnUkx9aqtdFcOgqqoq6RBSh+paGKpr/shZGPLmj5yFIW/+ZNGZd8JhZjsD3wTeDAzn6r8L2U4gXwH2Bw5zzrUNUbb3aLYMML93+vT+M9asWcPpp5/OxIkT6e7u5qSTTuKss86irq6OKVOmUFJSQmtrK7NmzaKpqQnnHLNmzWL16tVUVlYCsH79empra1k0u5tuB0+vncCeNd2sWj+B0gmwzeQeHq4vYf9Z3bR1GSvXGbvN6GHluglMLXVUl7u++es7jJc3GrtO72FFywRqyh1VkzbPb9lkNLYbz5/6Nna8/vdsmDuXzqoqZt57Hw2HH0b56tWUtrSwbv58Zix7mHXz59NVOaVvfsWqVZRs2sT6efOoXrqUlr33xk2cyIylS2lcuJDJK58HYOPcOdQsWULzggVYVxe1GzdSX1/PtGnT6O7uZsOGDcyePZu6ujpKS0upqqqioaGBqqoqOjo6aGtr65tfVlbG1KlTaWxsZMaMGbS1tdHe3t43f5+abhrbjXlVPTy9dgLbTnZUlm3e56Z2Y12nMXdqD/9unsDcqY6KiZvnr9k4gc4e2L6yh8cbS9h1eg8lBo83TWCfmd3UbYhu/s2e0tMXj5lRXV1dtH0qLy+noqKC5uZmampqWLduHR0dHX3zKyoqKCsro6WlhZkzZ9LS0kJnZ2ff/KHq3q5VPX37tLyhhD2re4pW9xoWHkLJpk1Mamxk0uo1tO6xO9OXLy9a3atfuZLa2lrq6+sLfpz2qenO+3kqRt175pln2D5+4L73HFGMfSp23Tu4tnvAz1Oh694zzzzDTjvtNOqfp/7n8kIcp/1ndg/rXF6Iuvfyyy9TXl5e9H0qdt175fSeYZ/LR1r3Vq9eTUlJSeLn8rQdp2eeeYbtttsuU/tU7OP0zDPPMGfOnFTu00CYc27AmVsVNnsF0QPV1YARJRNrgPbBlnPO7TzsjQRiZq8C7ge+55z7bM7084CvAmc4536aM/0pYFdgV+fcf/Os735gIbDQOfdA7rwlS5a43XbbrSBxH3fJgwVZz3C4+p5vMfWpp0dte5MfW160dY+mt2vfN5/p06eP2vaKhepaGKpr/shZGPLmj5yNfdauXStvnqTZ2bJlyx46+uijD+o/3ffOw9eBGuBF4GzgD865rpGHNzJymlI9BXx5mIv13sEY6L7VtH7lUk9nBm/RjQYdHR1Jh5A6VNfCUF3zR87CkDd/5CwMefMni858Hxp/DdFdjXc4524YC8lGTCUwH9gdaM8Z7M8R3d0AuCKedkn8/3/i9/n9VxYnMDsDXUBmhkxur61NOoRU0tY2VOs80R/VtTBU1/yRszDkzR85C0Pe/MmiM987HFOBNufc4mIEMwI2AVcOMO8Aouc67iNKMpbE0+8C3gUcC1zbb5kjgMnAPc65TQWPNiE0NkIYWewPu9ioroWhuuaPnIUhb/7IWRjy5k8Wnfne4XgemBAPrDdmcM61Oec+mO8F/CEu9vN42m/i/68HGoBTzayvrZmZlQP/G//741HbiVFAYyOEkcX+sIuN6loYqmv+yFkY8uaPnIUhb/5k0ZlvwnEdUc9URxchllHFOdcKnAGUAHeb2U/N7CLgEaKHxa8HfjPwGtJHaUtmHkcZVcrKypIOIXWoroWhuuaPnIUhb/7IWRjy5k8WnfkmHBcC/wIui7vHTTXOuZuAI4kG+jsZ+BjQCXwKONX5dOGVAqasXJl0CKlk6tSpSYeQOlTXwlBd80fOwpA3f+QsDHnzJ4vOfJ/heBvwM+B84FEzux5YCqwbbCHn3C/Cwhs5zrnzgPMGmb8YOH604kmStfvsw+TnX0g6jNTR2NjY1/e0GB6qa2GorvkjZ2HImz9yFoa8+ZNFZ74Jx9VEvVT1PsPxnvg1FIklHGIz057IxIDpo86MGTOSDiF1qK6Fobrmj5yFIW/+yFkY8uZPFp35Jhz3ECUcIoVsqt2GyhWZ6eV31Ghraxt09EyxNaprYaiu+SNnYcibP3IWhrz5k0VnXgmHc+6oIsUhRoFNNTVJh5BK2tvbkw4hdaiuhaG65o+chSFv/shZGPLmTxad+T40LlKMxkYII4v9YRcb1bUwVNf8kbMw5M0fOQtD3vzJojMlHOMIjY0QRhb7wy42qmthqK75I2dhyJs/chaGvPmTRWe+z3D0YWbzgFOIRvKeFU+uB5YB1zvn1IB7jDGpsTHpEFJJeXl50iGkDtW1MFTX/JGzMOTNHzkLQ978yaIz74TDzCqA7wMfIOqtqv+o428FLjCznwKfdM61jThKURAmrV6TdAippKKiIukQUofqWhiqa/7IWRjy5o+chSFv/mTRmVeTKjObANwMnB4v+xLwa+Bb8evX8bQJRKN432Rm/RMSkRCte+yedAippLm5OekQUofqWhiqa/7IWRjy5o+chSFv/mTRme8djvcDrwXagU8AP+0/GnecYJxBdBfktfEyV408VDFSpi9fnnQIqaRGPS55o7oWhuqaP3IWhrz5I2dhyJs/WXTm+9D4e4nG4fi4c+6K/skGgIu4HPg4UXOr00YepigEG+bOTTqEVLJu3bqkQ0gdqmthqK75I2dhyJs/chaGvPmTRWe+CcfeQCfw82GU/Xlcdm/foERx6KyqSjqEVNLR0ZF0CKlDdS0M1TV/5CwMefNHzsKQN3+y6Mw34agANjrnOocq6JzrADbEy4gxgMZGCCOL/WEXG9W1MFTX/JGzMOTNHzkLQ978yaIz34TjJaDKzF4xVEEzmw9Mj5cRYwCNjRBGFvvDLjaqa2GorvkjZ2HImz9yFoa8+ZNFZ74Jxx1Ez2VcZmYDdhIcz/sJ0fMefw0PTxSS8tWrkw4hlWSxe7pio7oWhuqaP3IWhrz5I2dhyJs/WXTmm3B8i6iHqqOA5Wb2ETPbzcymmtlMMzvQzD4NPA0cGZe9qKARi2BKW1qSDiGVlJWVJR1C6lBdC0N1zR85C0Pe/JGzMOTNnyw680o44tHD3wZsBF4BXAo8DqwFVgMPEiUl28dl3q4Rx8cO6+bPTzqEVNKiH8/eqK6Fobrmj5yFIW/+yFkY8uZPFp353uHAOXcLsC/wM6CVzaON975aiMbd2DcuK8YIM5Y9nHQIqWTmzJlJh5A6VNfCUF3zR87CkDd/5CwMefMni868Ew6I7nQ45053zs0gutOxMH69wjlX7Zz7oO5sjD101TmMLF5pKDaqa2GorvkjZ2HImz9yFoa8+ZNFZ74jjW9FnFgouUgBXZVTkg4hlWz8wQ/ZeMuto7KtyY9lY4Ru1bUwOjuH7HFc9EPOwpA3f+QsDHnzJ4vOgu5wiHSisRHCkDd/5CyMLPa9XmzkLAx580fOwpA3f7LobMCEw8zmxK9t80zzeo3Oroih0NgIYcibP3IWRhb7Xi82chaGvPkjZ2HImz9ZdDZYk6pn4/d/A3v2m+aDG2I7YpSoWLUq6RBSibz5I2dhTJmipmi+yFkY8uaPnIUhb/5k0dlgiYDF7xPyTPMhZBlRBEo2bUo6hFQib/7IWRglJSVJh5A65CwMefMnS86Ou+TBUdvWNaftOmrbygpZqmu9DNikyjk3IX7tnmea12t0dkUMxfp585IOIZXImz9yFkZra2vSIaQOOQtD3vyRszDkzZ8sOlMyMI6oXro06RBSibz5I2dhzJo1K+kQUoechSFv/shZGPLmTxadeSUc8UPg23uU304PjY8dWvbeO+kQUom8+SNnYTQ1NSUdQuqQszDkzR85C0Pe/MmiM9+HuZ8DXgaGm3QsBnYM2I4oAm6iDkMI8uaPnIXhnEs6hNQhZ2HImz9yFoa8+ZNFZyFNqnwfAtdD42OEGWrmEoS8+SNnYWTxNnqxkbMw5M0fOQtD3vzJorNiP8MxGegq8jbEMGlcuDDpEFKJvPkjZ2GsXr066RBSh5yFIW/+yFkY8uZPFp0VLeEws1cAM4HsjV6SUiavfD7pEFKJvPkjZ2FUVlYmHULqkLMw5M0fOQtD3vzJorNBG1qb2VuAt/SbXGVmVw22GDAd6B1q+G/B0QkhhBBCCCFSzVBPdu4HvK/ftIo80wbiGeDLXhGJorFx7hymP/po0mGkDnnzR87CWL9+PTU1NUmHkSrkLAx580fOwpA3f7LobKiE4+5+/38VWA98d5BleoBW4HHgbuecnuEYI9QsWZJ0CKlE3vyRszBqa2uTDiF1yFkY8uaPnIUhb/5k0dmgCYdz7u/A33v/N7OvAuudc+cXOzBReJoXLGD2n29POozUIW/+yFkY9fX17LjjjkmHkSrkLAx580fOwpA3f7LozLez/J2B7mIEIoqPdelmUwjy5o+chWGmXsR9kbMw5M0fOQtD3vzJojOvhMM5t7JYgYjiU6U29UHImz9yFkZ1dXXSIaQOOQtD3vyRszDkzZ8sOvPqFtfMDjCzu8zs28Mo+/247L7h4YlC0rRgQdIhpBJ580fOwqivr086hNQhZ2HImz9yFoa8+ZNFZ77jcJwGHAksG0bZx4CjgPd6bkMUicoVK5IOIZXImz9yFsa0adOSDiF1yFkY8uaPnIUhb/5k0ZlvwvHq+P2uYZT9Y/z+Gs9tiCLRPWlS0iGkEnnzR87C6O7WI3K+yFkY8uaPnIUhb/5k0ZlvwrEj0OacG3LMdedcHdAWLyPGAG3bb590CKlE3vyRszA2bNiQdAipQ87CkDd/5CwMefMni858E45SonE2hks3MNlzG6JIzLz3vqRDSCXy5o+chTF79uykQ0gdchaGvPkjZ2HImz9ZdOabcKwCppjZK4cqGJepBF4OCUwUnobDD0s6hFQib/7IWRh1dXVJh5A65CwMefNHzsKQN3+y6Mw34fgbYMBwBv77GuDiZcQYYOL67N2iGw3kzR85C6O0tDTpEFKHnIUhb/7IWRjy5k8WnfkmHJcQNZN6q5n90sy27V/AzLY1s18BbyVqfnXJSIMUhWHqU08lHUIqkTd/5CyMqqqqpENIHXIWhrz5I2dhyJs/WXTmlXA45/4NfIroLsc7gZVmttTMfh+//gmsBN4RL/IZ59xjBY1YBNN8wP5Jh5BK5M0fOQujoaEh6RBSh5yFIW/+yFkY8uZPFp15jTQO4Jz7oZnVAd8DtgcOjF+5rALOcc79duQhikKhq85hyJs/chZGFq9qFRs5C0Pe/JGzMOTNnyw68044AJxzvzOzG4GjgUOAWqK7HnXAA8CdzrmugkUpCkJnBivwaCBv/shZGB0dHUmHkDrkLAx580fOwpA3f7LoLCjhAIgTitvjl0gB7bW1SYeQSuTNHzkLo62tLekQUoechSFv/shZGPLmTxad+T40LlKMxkYIQ978kbMwstj3erGRszDkzR85C0Pe/MmiMyUc4wiNjRCGvPkjZ2Fkse/1YiNnYcibP3IWhrz5k0VnQU2qzGwH4P3AocB2wBSiZzjy4Zxzu4SFJwpJaUtL0iGkEnnzR87CKCsrSzqE1CFnYcibP3IWhrz5k0Vn3gmHmb0LuBwoZ5AkI2eeCwtNFJopK1cmHUIqkTd/5CyMqVOnJh1C6pCzMOTNHzkLQ978yaIzryZVZnYA8DOgIn4/MZ7VBLwWeFc8vQNoAN4NvKZQwYqRsXaffZIOIZXImz9yFkZjY2PSIaQOOQtD3vyRszDkzZ8sOvO9w/GpeJmLnXPnAJgZQIdz7q64zLVmdgnwF+B/gQMKE6oYKdOeeDLpEFKJvPkjZ2HMmDEj6RBSh5yFIW/+yFkY8uZPFp35PjR+GFETqYv7Td+iaZVz7lHgLGAn4NzQ4ERh2VS7TdIhpBJ580fOwshiV4jFRs7CkDd/5CwMefMni858E45aoN0592LOtG6iJlb9+QNR06oTwkIThWZTTU3SIaQSefNHzsJob29POoTUIWdhyJs/chaGvPmTRWe+Ccd6oKfftBZgqplNzp0YDwy4CdgxPDxRSDQ2Qhjy5o+chZHFvteLjZyFIW/+yFkY8uZPFp35JhyrgMlmltu47D/x+6Lcgma2CzAV6AwPTxQSjY0Qhrz5I2dhZLHv9WIjZ2HImz9yFoa8+ZNFZ74Jx9L4PbcLmj8TPcNxgZnNBjCzmcAVRM97PDDSIEVhmJTBXg9GA3nzR87CKC8vTzqE1CFnYcibP3IWhrz5k0VnvgnHTUTJxXtypv0IWAMcCDxvZquAOuAoouZX3xhxlKIgTFq9JukQUom8+SNnYVRU5HscTgyGnIUhb/7IWRjy5k8WnfkmHH8B3gT8sneCc66ZaKyNfxJ1mbttvN4Xgbc65+4tTKhipLTusXvSIaQSefNHzsJobm5OOoTUIWdhyJs/chaGvPmTRWde43A45zqBW/NMfwI42Mx2BHYgepD8SeecRhkfQ0xfvjzpEFKJvPkjZ2HUqHcvb+QsDHnzR87CkDd/sujMd6TxfeJXZb75zrkXnHNLnHNPKNkYe2yYOzfpEFKJvPkjZ2GsW7cu6RBSh5yFIW/+yFkY8uZPFp35jjT+CNFzGbOJusgVKaKzqirpEFKJvPkjZ2F0dHQkHULqkLMw5M0fOQtD3vzJojPfhKMF6HHONRQjGFFcNDZCGPLmj5yFkcW+14uNnIUhb/7IWRjy5k8Wnfk+NP4U0SB/Y6q/LjOrMbMPmtmNZvZfM2szsxYzu8/MTjezvPtpZovM7DYzazKzjWa23MzONrOS0d6H0UBjI4Qhb/7IWRhZ7Hu92MhZGPLmj5yFIW/+ZNGZb8LxS6K7Iu8tQiwj4a1E434cDPwDuAT4PbAX8FPgt2ZmuQuY2VuAe4AjgBuBS4Ey4GLgutEKfDQpX7066RBSibz5I2dhZLErxGIjZ2HImz9yFoa8+ZNFZ75Nqi4FjgYuMbNu4GfOuZ7Ch+XNU8CbgVtz4zGzLwAPAicDJxElIZjZNKIEpRs4yjn3z3j6l4G7gFPM7FTnXKYSj9KWlqRDSCXy5o+chVFWVpZ0CKlDzsKQN3/kLAx58yeLznzvcFwJrAW6gMuBurhJ0s/N7KoBXlcWOuj+OOfucs79sX/y45yrA34S/3tUzqxTgFnAdb3JRly+HfhS/O+ZxYs4GdbNn590CKlE3vyRszBalKh5I2dhyJs/chaGvPmTRWe+dzjeBzii0cYBZgLHDrGMA0733E4h6Yzfu3KmvSZ+/3Oe8vcAG4FFZjbJObepmMGNJjOWPZx0CKlE3vyRszBmzpyZdAipQ87CkDd/5CwMefMni858E46vESUQqcDMcp83yU0uXhm/P9V/Gedcl5k9C+wJzAOeLGqQo8i6+fOpeOmlpMNIHfLmj5yF0dLSwpQpU5IOI1XIWRjy5o+chSFv/mTRme9I4+cVKY5icSHRg+O3Oeduz5neO0jAQPeseqdPzzdzzZo1nH766UycOJHu7m5OOukkzjrrLOrq6pgyZQolJSW0trYya9YsmpqacM4xa9YsVq9eTWVlNGbi+vXrqa2tZdHsbrodPL12AnvWdLNq/QRKJ8A2k3t4uL6E/Wd109ZlrFxn7Dajh5XrJjC11FFd7vrmr+8wXt5o7Dq9hxUtE6gpd1RN2jy/ZZPR2G40H7AflSueYcPcuXRWVTHz3vtoOPwwylevprSlhXXz5zNj2cOsmz+frsopffMrVq2iZNMm1s+bR/XSpbTsvTdu4kRmLF1K48KFTF75PAAb586hZskSmhcswLq6qN24kfr6eqZNm0Z3dzcbNmxg9uzZ1NXVUVpaSlVVFQ0NDVRVVdHR0UFbW1vf/LKyMqZOnUpjYyMzZsygra2N9vb2vvn71HTT2G7Mq+rh6bUT2Hayo7Js8z43tRvrOo25U3v4d/ME5k51VEzcPH/Nxgl09sD2lT083ljCrtN7KDF4vGkC+8zspm5D1Npw9pQe2ltmUnfs67GuLqoefZSmBQuoXLGC7kmTaNt++z5PE9dvYOpTT9F8wP5MfeopOquqaK+t7Ztf2tLClJUrWbvPPkx74kk21W7DppqavvmTGhvpam2lubmZmpoa1q1bR0dHR98+V1RUUFZWRktLCzNnzqSlpYXOzs6++UPVvV2revr2aXlDCXtW9xSt7m1qrualN76BSY2NTFq9htY9dmf68uVFq3v1K1dSW1tLfX09ZkZ1dXXB6t4+Nd15P0/FqHur//xn+OudeT9Pha57PV/6Yt8+l5eXU1FRUbC6d3Bt94Cfp0LXvYaGBiorK7c6RxR6n4Y6lxei7u0/s3tY5/JC1L2NGzfy4osvFn2fhjqXj/Q4vXJ6z7DP5SOte+3t7axcubLo+zQadW/P6u6g3xEhda+hoYGysrJR/zyl/ThNnjw5lfs0EDbQgOBmtgJY45w7JGfaEUCHc+6BAdc4RjCzjwPfB/4NHOqca8qZ9xSwK7Crc+6/eZa9H1gILMy3r0uWLHG77bZbQeI87pIHC7Ke4XDt786hbBTbBU5+bHnR1p1Vb3IWhrz5kxVnN525L5MmTRq17RUTefNHzsKQt7HNpk2bUuts2bJlDx199NEH9Z8+2EPjOwFz+k27m7inp7GMmZ1FlGw8Abw6N9mI6f1GH2g45Gn9ymUCjY0Qhrz5I2dhyJs/WeyvfjSQN3/kLAx58yeLzgZLODqBfB0BW55pYwYzOxv4EfAYUbKR76j9J37fqiud+LmPnYkeMl9RpDAToWLVqqRDSCXy5o+chSFv/mStnfNoIW/+yFkY8uZPFp0NlnC8AEwzswWjFcxIMbPPEQ3c9whRsrFmgKJ3xe/5etg6ApgM3J+lHqoASjZlandGDXnzR87CkDd/SkpKkg4hlcibP3IWhrz5k0VngyUcfyC6m3GvmT1oZr0/0qvN7C6P153F342+QfsuBB4CjnbONQxS/HqgATjVzPramZlZOfC/8b8/LlasSbF+3rykQ0gl8uaPnIUhb/60trYmHUIqkTd/5CwMefMni84G66XqK8DeRCOL5z78UcaWg+gNRdG70TWz04i67O0G7gU+brZVy6/nnHNXAzjnWs3sDKLE424zuw5oIhqt/JXx9N8UO+7Rpnrp0qRDSCXy5o+chSFv/syaNSvpEFKJvPkjZ2HImz9ZdDZgwuGcWw+8zsz2IBqTYjLwM6IHqc8eleiGz87xewkDx/Z34Oref5xzN5nZkcAXgZOBcuC/wKeAH7iBuu9KMS1770356lG54ZQp5M0fOQtD3vxpampi8uTJSYeROuTNHzkLQ978yaKzIcfhcM49QdTbE2b2M6DNOffzYgfmQzw+yHkByy0Gji90PGMVN9F3nEcB8haCnIUhb/5k8NrQqCBv/shZGPLmTxad+X67nQ+sL0YgovjMUHONIOTNHzkLQ978yWLTg9FA3vyRszDkzZ8sOhvsofGtcM6d75z7brGCEcWlceHCpENIJfLmj5yFIW/+rF69OukQUom8+SNnYcibP1l05pVwiHQzeeXzSYeQSuTNHzkLQ978qaysTDqEVCJv/shZGPLmTxadKeEQQgghhBBCFA0lHOOIjXPnJB1CKpE3f+QsDHnzZ/16PVYYgrz5I2dhyJs/WXSmhGMcUbNkSdIhpBJ580fOwpA3f2pra5MOIZXImz9yFoa8+ZNFZ0o4xhHNCxYkHUIqkTd/5CwMefOnvr4+6RBSibz5I2dhyJs/WXSmhGMcYV1dSYeQSuTNHzkLQ978MbOkQ0gl8uaPnIUhb/5k0ZlGmRpHVD36aNIhpBJ580fOwpA3fyaf9j42rl4zOtt6bPmobGc0qK6uTjqE1CFnYcibP1l0pjsc44gmNdcIQt78kbMw5M0fOQsji002io2chSFv/mTRmRKOcUTlihVJh5BK5M0fOQtD3vyRszCmTZuWdAipQ87CkDd/suhMCcc4onvSpKRDSCXy5o+chSFv/shZGN3d3UmHkDrkLAx58yeLzpRwjCPatt8+6RBSibz5I2dhyJs/chbGhg0bkg4hdchZGPLmTxadKeEYR8y8976kQ0gl8uaPnIUhb/7IWRizZ89OOoTUIWdhyJs/WXSmhGMc0XD4YUmHkErkzR85C0Pe/JGzMOrq6pIOIXXIWRjy5k8WnSnhGEdMXJ+9W3Sjgbz5I2dhyJs/chZGaWlp0iGkDjkLQ978yaIzJRzjiKlPPZV0CKlE3vyRszDkzR85C6OqqirpEFKHnIUhb/5k0ZkSjnFE8wH7Jx1CKpE3f+QsDHnzR87CaGhoSDqE1CFnYcibP1l0poRjHKErgWHImz9yFoa8+SNnYWTxCmqxkbMw5M2fLDpTwjGO6MxgBR4N5M0fOQtD3vyRszA6OjqSDiF1yFkY8uZPFp0p4RhHtNfWJh1CKpE3f+QsDHnzR87CaGtrSzqE1CFnYcibP1l0poRjHKH+6sOQN3/kLAx580fOwshiP//FRs7CkDd/suhMCcc4Qv3VhyFv/shZGPLmj5yFkcV+/ouNnIUhb/5k0ZkSjnFEaUtL0iGkEnnzR87CkDd/5CyMsrKypENIHXIWhrz5k0VnSjjGEVNWrkw6hFQib/7IWRjy5o+chTF16tSkQ0gdchaGvPmTRWdKOMYRa/fZJ+kQUom8+SNnYcibP3IWRmNjY9IhpA45C0Pe/MmiMyUc44hpTzyZdAipRN78kbMw5M0fOQtjxowZSYeQOuQsDHnzJ4vOlHCMIzbVbpN0CKlE3vyRszDkzR85CyOL3W4WGzkLQ978yaIzJRzjiE01NUmHkErkzR85C0Pe/JGzMNrb25MOIXXIWRjy5k8WnSnhGEeov/ow5M0fOQtD3vyRszCy2M9/sZGzMOTNnyw6U8IxjlB/9WHImz9yFoa8+SNnYWSxn/9iI2dhyJs/WXSmhGMcMSmDvR6MBvLmj5yFIW/+yFkY5eXlSYeQOuQsDHnzJ4vOlHCMIyatXpN0CKlE3vyRszDkzR85C6OioiLpEFKHnIUhb/5k0ZkSjnFE6x67Jx1CKpE3f+QsDHnzR87CaG5uTjqE1CFnYcibP1l0poRjHDF9+fKkQ0gl8uaPnIUhb/7IWRg16t3LGzkLQ978yaIzJRzjiA1z5yYdQiqRN3/kLAx580fOwli3bl3SIaQOOQtD3vzJojMlHOOIzqqqpENIJfLmj5yFIW/+yFkYHR0dSYeQOuQsDHnzJ4vOlHCMI9RffRjy5o+chSFv/shZGFns57/YyFkY8uZPFp0p4RhHqL/6MOTNHzkLQ978kbMwstjPf7GRszDkzZ8sOlPCMY4oX7066RBSibz5I2dhyJs/chZGFrvdLDZyFoa8+ZNFZ0o4xhGlLS1Jh5BK5M0fOQtD3vyRszDKysqSDiF1yFkY8uZPFp0p4RhHrJs/P+kQUom8+SNnYcibP3IWRosSNW/kLAx58yeLzpRwjCNmLHs46RBSibz5I2dhyJs/chbGzJkzkw4hdchZGPLmTxadKeEYR+hKYBjy5o+chSFv/shZGFm8glps5CwMefMni86UcIwjuiqnJB1CKpE3f+QsDHnzR87C6OzsTDqE1CFnYcibP1l0poRjHKH+6sOQN3/kLAx580fOwshiP//FRs7CkDd/suhMCcc4Qv3VhyFv/shZGPLmj5yFkcV+/ouNnIUhb/5k0ZkSjnFExapVSYeQSuTNHzkLQ978kbMwpkxRUzRf5CwMefMni86UcIwjSjZtSjqEVCJv/shZGPLmj5yFUVJSknQIqUPOwpA3f7LoTAnHOGL9vHlJh5BK5M0fOQtD3vyRszBaW1uTDiF1yFkY8uZPFp0p4RhHVC9dmnQIqUTe/JGzMOTNHzkLY9asWUmHkDrkLAx58yeLzpRwjCNa9t476RBSibz5I2dhyJs/chZGU1NT0iGkDjkLQ978yaIzJRzjCDdxYtIhpBJ580fOwpA3f+QsDOdc0iGkDjkLQ978yaIzJRzjiBlqehCEvPkjZ2HImz9yFkYWm2wUGzkLQ978yaIzJRzjiMaFC5MOIZXImz9yFoa8+SNnYaxevTrpEFKHnIUhb/5k0ZkSjnHE5JXPJx1CKpE3f+QsDHnzR87CqKysTDqE1CFnYcibP1l0poRDCCGEEEIIUTSUcIwjNs6dk3QIqUTe/JGzMOTNHzkLY/369UmHkDrkLAx58yeLzpRwjCNqlixJOoRUIm/+yFkY8uaPnIVRW1ubdAipQ87CkDd/suhMCcc4onnBgqRDSCXy5o+chSFv/shZGPX19UmHkDrkLAx58yeLzpRwjCOsqyvpEFKJvPkjZ2HImz9yFoaZJR1C6pCzMOTNnyw6U8Ixjqh69NGkQ0gl8uaPnIUhb/7IWRjV1dVJh5A65CwMefMni86UcIwjmtT0IAh580fOwpA3f+QsjCw22Sg2chaGvPmTRWdKOMYRlStWJB1CKpE3f+QsDHnzR87CmDZtWtIhpA45C0Pe/MmiMyUc44juSZOSDiGVyJs/chaGvPkjZ2F0d3cnHULqkLMw5M2fLDob9wmHme1gZleZ2UtmtsnMnjOzS8xsRtKxFZq27bdPOoRUIm/+yFkY8uaPnIWxYcOGpENIHXIWhrz5k0VnE5MOIEnMbBfgfmAb4Gbg38CrgE8Ax5rZoc65xgRDLCgz770v6RBSibz5I2dhyJs/chbG7Nmzkw4hdchZGPLmTxadjfc7HP9HlGx83Dl3gnPuXOfca4CLgVcC30g0ugLTcPhhSYeQSuTNHzkLQ978kbMw6urqkg4hdchZGPLmTxadjduEw8zmAccAzwGX9pv9VWAD8B4zmzLKoRWNmx95JOkQUom8+SNnYcibP3IWxk033ZR0CKlDzsKQN3+y6GzcJhzAa+L3vzjnenJnOOfWAYuBycAhox1Ysbj5MfVXH4K8+SNnYcibP3IWxg033JB0CKlDzsKQN3+y6Gw8JxyvjN+fGmD+0/H7/FGIZVTomjw56RBSibz5I2dhyJs/chZGl0Zo90bOwpA3f7LozJxzSceQCGZ2OXAGcIZz7qd55n8D+ALwBefcN3Pn3XbbbetefvnlvmRt2rRp9dXV1Q3FjnmkNDU1zUxDnGMNefNHzsKQN3/kLAx580fOwpA3f1LubO7RRx89q//Ecd1L1RBY/L5VRnb88cdPHeVYhBBCCCGESCXjuUlVS/xeNcD8af3KCSGEEEIIITwZzwnHf+L3gZ7R2DV+H+gZDyGEEEIIIcQQjOdnOHYB/kvULe4uuT1VmdlU4GWihGyWcy57Qz4KIYQQQggxCozbOxzOuWeAvwA7AWf1m30+MAX4xWgmG2ZWY2YfNLMbzey/ZtZmZi1mdp+ZnW5meY+XmS0ys9vMrMnMNprZcjM728xK8pTdwcy+aGa/i7fRY2bOzF4xSFwfMLOb4vKtZrbBzJ40syvM7JUDLTdajGFvV8dlBnrtVkgPPoxVZznL7mRmPzazFWbWbmaNZvYPMzunEPsfylj0FrsarJ71vg4vtI/hMBad5Sy3t5n9OieuVWb2NzN7+0BxjRZj3NuRZnZL/LncZGbPmNl3zWx6gXY/iFFydqiZXWRmS82sPt7/Z83sp4N5M7MKMzvfzP5j0TltjZn91sx2L6SDEMaqNzN7lZl908z+ZGZ1cd18sdD7H8JYdGZmpWZ2opldaWaPWfR7baOZPWpmX7PoYnpyOOfG7QvYBVhN9GD4TcA3gbvi//8D1IxyPB+Jt/0S8Os4nquAtfH064nvSuUs8xagC1gPXAl8G/h3XP53ebZxQjyvB3gGaI7/f8Ugcd0FPBnH9N14G7fF290EHJfwcRyr3q6Oy1wCnJfnNVPO8sb2eqKBNzcBv49j+yHRBYL7VNe2Kj99gPp1Xrw9BzQAk+Rsi2XeBHTG9ex3wIXAT4HGeNkrVNfyxnVGXL4DuC7exp1s/t7M+nmtDugG7iU6t3+HaNwuF69jYZ5lJgH3xWWWAt8Cronr3wbg4HFQ10K8XRLP7wD+Ff/9YpKuxrIzYLeceX+M69mlRK15kv98Jn3Qkn4BOwI/I2pC1QGsBL4PVCcQy2uIvgQn9Js+G3g+rjAn50yfBqwh+sI8KGd6OXB/XP7UfuvaATgcmBb/fzdDf8GUDzD9dfGyTyR8DMeqt6vjMjsl6SdlzuYB6+IY5ueZXypvXvF+M172e3K2VVyPx2WOzBNX74WoOfK21bbbiH4ov6rfvM/Ey16dcWefA7bLs+0vxOUfzTPv8/G83+XGRvQD1MV1cYLv/o4Db/sB+wNl8f9jKeEYc86A7YGPAlP6TS8DbomX+WFizpI+aHoN80BtrmA/zJn2gXjaz/OUf0087+9DrPduAn/MxMs3Ax1J+xmL3hjDCccYdvaLuMwbkvaQJm8DLDeR6EKKA3ZL2s9Yc0b0w7llgHl/iJc/MGlHY8lbzjbyXY2dQPSDqoMELtgl5SynfAmwMV6mJme6EV3IdMDOeZa7J5736qQdjSVvA5QdMwlHWpzlLLOIARK70XqN22c4Ukhn/J47/ORr4vc/5yl/D1GFXGRmk4oRkJkdRtSc49FirL9AjAVvx5nZ58zs02Z2gplNG3qRREnEmZmVAqcQ/Wi5LW6/+0kz+4yZvdHMykLXPUqMhbqWy1uIrrbd45z7dxHWXwiSdPY4MC0+j/VhZtsAryJqKvHECLdRLJLyNjt+X9F/hos6XnkOKAWOGME2ikWxnbmcdXfnTN8FmAM85Zx7Ns9yf+oXy1gjKW9pZiw6yxfTqKKEIwWY2UTgvfG/uZW194Htrbrudc51Ac8SXeWcV6A4TjGz88zsW2Z2I1G73Sbgfwqx/kIzVrwB/0fUPvzbwI3Ai2bWv6OCMUHCzvYCKoDHiNqG/wP4HnARUXvUp81swQjWXzTGUF3L5UPx+2VFWPeIGQPOPgm0AneY2W/ih1OvIEpE1gEnOOfaRriNgpOwt96Rj3fOE9cEok5YIGpLPmYYJWdvBaYCDzjn1g5nGzFPx+8DddGfGAl7SyVj2NkH8sQ0qmik8XRwIdGPsducc7fnTK+K3wcanLB3+vQCxXEK8Pac/58G3umc+2eB1l9okvZ2D9HD9Q8QXbXfDjgR+CrwIzPrdM5dPsJtFJoknW0Tvx9J1NzldKLOHCqJepL7LNGdj92dcw1515AcSde1LTCznYDXEj0A/ftCrruAJOrMOXevmS0Efgu8LWfWOqLn+sbqndskvd1OdIX0BDM7qN+5/2xgVvz3jBFsoxgU1ZmZ7UzUsUUX0L8nvUTOAQUiSW9pZcw5M7M3Ax8GXiS6gJcIusMxxjGzjxNVqn8D7/FdPH53hYjFOXeqc86IPjiHEmXki83sfYVYfyEZC96cc1c5537rnHveOdfunFvhnPsu8M64yDfydYWXFGPAWUnO++djf02xv88BNwAziXrJGTOMAW/5OIPo/P5z59ymAq97xIwFZ2b2OqLeX1YBBxJ1hb4LUU9V3wDujK9WjhmS9uacWwl8hajZ1GIzu9bMvm1mfyXqwXB5XHTMNI0ptrO4Cd6fiJKtTzjn7i/0NpIgBd7GHGPRmZktIuoRbQPRQ+zNnnEVDCUcY5i42c33idoRv9o519SvSG9GXEV+pvUrVxCcc61xRX8TUTdrPzazHQq5jZEwVr314py7hehHzkxgj2Jsw5cx4iz3RHhjnvm90141gm0UlDHirX9ME4H3x/+OtTtoY8KZmVUDvyG6k3aic26Zc25jfFHgU0R31hYB7w7dRqEZC94AnHPfJOpO937geKImtTOAdxDd0YXojm7iFNtZ/APwLqLmMp9wzv1fnmKJft+EMEa8pYqx6Cy+g/snom6sj3XOPTjUMsVECccYxczOBn5E1J791c65ujzF/hO/b9X2M/7RsTPRbbetHvArBM65DqLnOMqBQ4qxDV/S4C2mPn6fUsRtDIsx5Ow/OX+vzTO/NyGpGME2CsYY8tafNwHbEvV48p+hCo8mY8jZIqIfyf9wzm3MM/9v8fuBI9hGwRhD3gBwzt3snHu1c67KOVfhnDvIOXcdkVeIxppIlGI7M7NtiXr12gM4yzn3gwFCGXAbMbvG7wM94zGqjCFvqWEsOrNooNfbie6YHOOcWzycfSkmSjjGIGb2OeBi4BGiyjvQ1aK74vdj88w7ApgM3F/kJhX/3969R81V1Wcc/z6QC4GEXBASFUooVBBiBQouF2INWJCLJRgalxUQUOmyLUtYWiv1QmG5BINAqdXWasCsiggYpC20q3iBoMjFcrOgiLcEJHILITdCICS//vHbJ+8wnJnMvJnhncDzWeusec/svWfvs9+TvGfPvr22vI7YygeVLaXeJE1kaIOexf3Io4uyDEydlW+E7imnM2qiVO8tHm4evTJI9Vajmiw+UL0bA1Zn1UowO7YIr95/bjPy6IkBq7eWJO0FHEwOtb21H3l0UZa+1lnp0b+J/H/8Q5v4tvnXlH2Fyvj7Zkc2lWXEDFi9bREGsc4kHUr2bDwPHBYRt3VwKf3Xbs1cHy/9AXyafBC9g02sZU52wT1BFxvJ1HzGQtqvu74D8IYWYe8kl1pbBUx2vb0gfFpdGDkB+pqS9juusxfF+WCJ8z0aNpwkNyh7tITNdL21jLsrOX5+xHYW3xLqjFzAYV2pq8ObwnYhhwQFcJTr7cX51Ly3E3BXSTvn5Vxn5BK3vy73zikdlmmgN/4b1HqryTcYoH04BrHOgMPJJXaXAvuNdB01HioFtAEg6SRys7j15CoEdWP5FkfE/IY0xwILgLXkUqLLgGPIcX4LgHdH0y9Z0vyG0yOAqeSE3FXlvXkRcXOJuy9wN/nH5Kfk3INJ5A6gbyb/aJ8YEVd2f8W9MaD1NpMclnErcD/5APNacnf2aWS36SER8dAwLnmzDWKdlfhbkasqHUsOMbieHHZ2LDAF+EJEnN7t9fbKoNZbQ7rPAJ8idxYfiFVfBrXOJJ0FnEOOb76OnOg5DZhN+WIgImZ3f8W9McD1dkGJdyv5ALVzyWMicFZEfGYYl9sTL0WdSVpELv97J3nf1JkfEYsb0owlv+E+iHw4/T75MDmH7EU7NCJu7+5qe2eA620v4MyG8JPIh+lvNbz3NzECqxYOYp1J2pPsadmG/Dt6X12CiDh701fYByPd4vExdABnk63cdsfCmnRvISfrPUVOgryXXGN+6xb5bCqPkxviTiZXbPkhuWvxc+RqB/cDXwZe73qrrbddyP0P7iL/KK8j/0P6MfBJYILr7IV11pBmFHA6+R/nGmA18CPgBN9rbetta/ILgQD2HOm62kLqbBY59OAJcvjBSvLbxr9slc8rvd6Ao8mH52pX8cfIBspbXwn3WgefH9T0wpJzz84hl5N/ttxz3wL2dr3V1xsws4M0011nXdVXjNR95h4OMzMzMzPrG08aNzMzMzOzvnGDw8zMzMzM+sYNDjMzMzMz6xs3OMzMzMzMrG/c4DAzMzMzs75xg8PMzMzMzPrGDQ4zMzMzM+sbNzjMzMysY5IWSgpJJ490Wcxsy+AGh5mZmZmZ9Y0bHGZmZmZm1jducJiZmZmZWd+4wWFmZmZmZn3jBoeZ2TBJmi5pQ5lAO6NNvPGSVpd4h9eE7yjpPEn3lnhPS7pP0mclTWnxmVMknSTpakk/l7SqpPuZpIskvaZNmUNSlPM3S1og6RFJ6yVd3OG1j5F0tKSvSvqJpKWS1kp6UNI3JP1Rm7SLSxlmluu4SNIiSc9KWlI+89Ut0m6csCxpnKSzJT0g6RlJj0u6QtIfbKLs+0m6TNJvS55LJV0v6bg2aaIc01uEv6Be+1DmHSSdI+lOScslrZH0i5J2Vos0YySdJumHkpaVa31Q0qWSXr+J/I6QdIOkFZJWSrpN0ont0piZtRQRPnz48OFjmAfwHSCAC9vE+UCJ8xCwVVPYwcCTJTyAZ4E1DecPAXvWfOYFDXECWAE833D+OPCHNemmN8R5N7Cu/LwceA64uMPrfmdT/k8DzzScrwNObJF2cYlzQsPPTwNrG9IvAibXpF1Ywj8M3FV+XttUZ08Cu7fI+y+A9Q1xn2qqt68DW9ekq8Knt/jcjfXahzK/FVjadI+saKz/mjSvBu5piLMeWNlw/gwwu0V+H2uIt6HUUVVnFzZcz8kj/e/Phw8fW8bhHg4zs80zr7yeIGl0izinlNf5EbGhelPSrsC1wJTyOXsB44DtgBnA/wC7AN+WtHXTZy4BPgfsD0yIiInAWOAA4HpgR+BySWpT9kuA/wB2i4hJwLbAxZu43spq4GvA24FXRcR2ETEO2LV8xijgK5J+r81n/BP5MHtQRGwHjAdmkY2f6cDftUl7DjAZOIKsr/HAHwMPk/V5XnMCSQcB/0L27i8AdomIycAk4JMMNYLa5bs5hlPm3YHrgB3IBsShwLbl9z0FeAfw7aY0o8nf6xuBH5Q8xkXE9sA0stGwDfD18vmNaQ8G5pbTy4DXlDraATgf+Aiw7/CrwMxekUa6xePDhw8fW/IBjCF7EwKYVRP+Ooa+Kd6tKeyyEvaPbT77nhLnz7oo01jgpyXd25rCpjP07fXNNPW49LBeLil5/H1N2OIS9iiwQ034R0v4b2rCFpawNcAeNeHHMdSDMKYp7PsN113Xi3FuCV8FbN8U1osejuGU+aoS9gDZsOyk7j9Y0vwYGNsizj+XOF9sUUc3AKpJN6+hLk7ux73jw4ePl9/hHg4zs80QEc+Rw3AA3l8TperdWBgRi6o3JY0D5pTTi9p89oJyelgXZXoW+G45fUubqBdGQ49Lj13bQf5fiYgna97/9/K6m6TtWqRdEBG/qnn/P8mH4bHAHtWbZS7MIeX0vIhYX5N2LvnQPx44qk25h6vbMo8H3lVOz4qIVR3mc1J5/VK5F+pcXl433ldNdTQ3IqIm3bkdlsHMbKNRI10AM7OXgXnkUJOjJE2NiMcAyjCo95U4lzSlOYDswQC4vc3Ip3HldZfmAEl7AaeRQ2amkw/KzR9UO3m8uLVN2CaVB9S/Bo4E9gQmAs1Dv9rl/78t3l/S8PMkcn5HR2kjYp2kx4Gp5PClyn5k3QRwU4u0KyTdSTaS9geuaFP24ei2zAeQf6eDHF63SZJGAW8qpxdJmtsiavV7aryvqjraQPYC1ZX1N5J+S839aGbWihscZmabKSLul3QLcBA5B+DCEnQE+cC9gqZx9uSk3srUDrLZtvFE0nuAfwOqeSMbSj7VN9rjyXkCrXoIAJ7oIN9akvYmh900ln0VQxPHx5APz+3yr/3GPiLWNjTAWs2Lafdt/9qatDuW1xURsbpN2oeb4vdSt2Wu6nZFRKzoMI8pDDVka1c4azKu4efGOqpr5FWW4AaHmXXBQ6rMzHrjq+X1lIb3qp+/GRHPNMWv/v99KiLUwTGzSihpx5LfaOBK8pvwbSJickRMi4hpwD9U0VsVuMWwok59jXwgvotsWE2IiO0jYmrJvxou1m7S+kgYO9IF6MJw6q7x7/obO7m3XqJymdkrmBscZma9cRW57Og+kg6U9CrgT0vYpTXxHyuvkyVN6zKvI8kejJ8B742IOyNiXVOcTnpNhqWsPPUmcqnUYyLi+ppeg77lP0xVb8640mBrZeem+JWqcbZNi3QTh1uwNh6tPltSp5//JENl3bvL/Kprnihp2zbxavdIMTNrxQ0OM7MeiIg1wDfL6fuB48mhLfdFRN3Y/TvI/R8AZneZXfVQ/H91k77LUriHdvmZw8n/iYhY0iLOn/Qx/+G4mxzqBUMTo1+gPNRXGxbe1RS8vLzuTL0DN6dwLVT3iMhG5iaVhucd5bTb+6qqo63I/WFeRNJuQLuljs3MXsQNDjOz3qmGVb0HOLX83DxZHICy4tDV5fRTklr2CEgaVVYsqlTj+We02GfjVGD3mvd7pcp/qqSdmgMlvQF4bx/z71pELANuLKcfl1T39+/jZA/GauC/m8LuLa+zmhNJGguc0ZuSDim9RteU03MkTegw6fzyepyk2sZVRdLGSeqljm4op3/b4t46s8MymJlt5AaHmVmPRMSd5L4Zk4B9yJ27L2uT5ExgGTlE5RZJ7yoPrwBI2kPSGcD95DyNyvfIb6JnAF+QNKnE317Sx4AvkUNr+uV+cnK1gCsl7VHyHy1pNrkkb7uJ2SPl0+Tk+v2BKyTtDLn8rKRPMPQw/bmIWNmU9qryeqqkU6rfk6R9yMZJu9W4NscnyMnmrwN+IOmQqrEkaZKkoyX9V1OaS4DbyL/x10k6vawoRkm3k6Q/l7QQOL0p7dnkvfV2YH7VEJY0UdK55E7tzXVjZtaWGxxmZr01r+HnayNiaauIEbGYnHD9O+D3yZWsVktaKmkt8Ety8vceDA0HIiIeYGhH8NOApyQtIxsv55Obt325R9dTV+4NwIfJh/eZwC8lrSQbGVeTK2Wd0a/8hysibgH+iiz3HOChUm/Lgc+SDahvkDu4N5sH3E5OOr+U/D2tAO4jd94+pSZNL8r8K4Z2X9+X7IFYI2k5uUv7dTTtGVKGVc0CfsTQ7vFLJS2TtIqcP3Q58DYa7quS9maypwdySedHSh09Se7AfhE59MrMrGNucJiZ9Vbj8rd1k8VfoMzv2It8yLuF/DZ7Erm87B3kZnQHRsRNTek+Qn7bfDf5gD+K7F05AziaofkhfRER15DzRL5byjwaeBC4gNzP4eHWqUdORPwrOd/icuARcvL9CvI65kTECXWrd5WH+MOAz5M7pW8g9weZT877+Ekfy3wjuc/JXLKB8zz5+/4FOW/omJo0j5MNiuPJHpjHGdqn5edkL8hR1GzkFxGfJ+eM3Eg2IkeR9+L7IuKjvb06M3slUP1GomZmNhySjieHUS0Bdt3MpWfNzMy2eO7hMDPrrQ+V10vd2DAzM3ODw8ysZyR9gFxO9Fn6OIfCzMxsSzJqpAtgZrYlKysd3QxMAKqVgM6PiN+NXKnMzMwGhxscZmabZxSwKzmJeBG5F8fcES2RmZnZAPGkcTMzMzMz6xvP4TAzMzMzs75xg8PMzMzMzPrGDQ4zMzMzM+sbNzjMzMzMzKxv3OAwMzMzM7O+cYPDzMzMzMz65v8B0d1PcD44RRIAAAAASUVORK5CYII=\n", "text/plain": [ "<Figure size 864x576 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "an_cmpl = td['Announcement date'].dt.year.to_frame('year announced').assign(\n", " started=(~td['Groundbreaking date'].isna()).astype(int).to_frame('started'),\n", " completed=(~td['Dedication date'].isna()).astype(int).to_frame('completed'))\n", "\n", "plotdata = an_cmpl.groupby('year announced').mean()\n", "ax = (plotdata[plotdata.index>=2013]*100).plot.bar(\n", " title='progress of recently announced temples',\n", " rot=0, width=0.7, ylabel='fraction completed (%)')" ] }, { "cell_type": "code", "execution_count": 6, "id": "437fca38", "metadata": {}, "outputs": [], "source": [ "# Use temples completed since 2008 as a reference for estimating planning and construction time\n", "# set minimum date for estimated grounbreaking and dedication so they aren't in the past\n", "min_date = pd.to_datetime('2022-07-01')\n", "\n", "ref_temples = td[(td['Announcement date'].dt.year>=2008) & (~td['Dedication date'].isna())]\n", "est_times = ref_temples[['Announcement date', 'Groundbreaking date',\n", " 'Dedication date']].diff(axis=1).mean()\n", "\n", "gr_est = td['Groundbreaking date'].isna()\n", "td.loc[gr_est, 'Groundbreaking date'] = td[gr_est][\n", " 'Announcement date'] + est_times['Groundbreaking date']\n", "idx = gr_est & (td['Groundbreaking date'] < min_date)\n", "td.loc[idx, 'Groundbreaking date'] = min_date\n", "\n", "de_est = td['Dedication date'].isna()\n", "td.loc[de_est, 'Dedication date'] = td[de_est][\n", " 'Groundbreaking date'] + est_times['Dedication date']\n", "idx = de_est & (td['Dedication date'] < min_date)\n", "td.loc[idx, 'Dedication date'] = min_date\n", "\n", "td['completion_estimated'] = 0\n", "td.loc[de_est, 'completion_estimated'] = 1" ] }, { "cell_type": "markdown", "id": "696f98ac", "metadata": {}, "source": [ "## Size of temples over time\n", "The chart below shows the size (in square feet) of every temple built since 1950. The largest, Los Angeles, at over 190,000 square feet is by far the largest temple built since its completion. Only the Salt Lake temple is larger (250,000 square feet), but it includes a good deal of space that is not used as a temple in the way that the others are.\n", "\n", "The pattern over time has been a steady decline in size of temples, even well before the advent of the \"mini temple\" that was built in large numbers starting in 1998. Only a handful of temples larger than 100,000 square feet have ever been built, with the most recent one Mt. Timpanogos in the 1990s. A notable exception is the massive new 130,000 square foot Teton River temple currently under construction, the largest temple built in 40 years. The most common size of a temple is 10,700 square feet, based on a design introduced in 1998 and still used frequently to this day. At this time a total of 32 temples are this size. For comparison, a typical church meetinghouse in North America is around 15,000 square feet. Almost no temples larger than 40,000 square feet have been built outside the mountain west (Utah, Idaho, and Arizona) in the last 20 years. So, while the number of new temples announced has increased substantially in the last few years, particularly since Russell M. Nelson became president of the church, most of them are much smaller than the temples of the past. This detail is significant when examining how much the temple building program might cost." ] }, { "cell_type": "code", "execution_count": 7, "id": "369c697e", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 864x576 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from matplotlib.colors import ListedColormap\n", "cmap = ListedColormap([clist[1], clist[0], clist[8]])\n", "\n", "td_ = td[~td['area'].isna()]\n", "idict = {'UT/ID/AZ': 0, 'other US': 1, 'non-US': 2}\n", "idx = np.array([idict[r] for r in td_['reg_cat']])\n", "\n", "sc = pl.scatter(td_['Dedication date'], td_['area'], c=idx, cmap=cmap, s=40)\n", "pl.yticks([1e4,3e4,5e4,7.5e4,1e5,1.5e5], ['10,000', '30,000', '50,000', '75,000', '100,000', '150,000'])\n", "pl.ylabel('size (square feet)')\n", "pl.xlabel('dedication date')\n", "pl.xlim([pd.to_datetime('1950-01-01'), pd.to_datetime('2030-01-01')])\n", "pl.ylim(ymax=200000)\n", "pl.legend(sc.legend_elements()[0], ['UT/ID/AZ', 'other US', 'outside US'], title='location')\n", "pl.title('size of temples completed since 1950')\n", "\n", "# Annotations\n", "if True:\n", " labeldata = [\n", " ('Los Angeles California Temple', 'Los Angeles', 'left', 'top'),\n", " ('Bern Switzerland Temple', 'Bern', 'left', 'top'),\n", " ('London England Temple', 'London', 'left', 'top'),\n", " ('Hamilton New Zealand Temple', 'NZ', 'left', 'bottom'),\n", " ('Oakland California Temple', 'Oakland', 'left', 'bottom'),\n", " ('Jordan River Utah Temple', 'Jordan River', 'left', 'bottom'),\n", " ('Provo Utah Temple', 'Provo', 'right', 'bottom'),\n", " ('Ogden Utah Temple', 'Ogden', 'right', 'bottom'),\n", " ('Washington D.C. Temple', 'DC', 'left', 'bottom'),\n", " ('Bountiful Utah Temple', 'Bountiful', 'right', 'bottom'),\n", " ('Mount Timpanogos Utah Temple', 'Mt. Timp.', 'left', 'bottom'),\n", " ('Payson Utah Temple', 'Payson', 'right', 'bottom'),\n", " ('Red Cliffs Utah Temple', 'Red Cliffs', 'center', 'bottom'),\n", " ('Mexico City Mexico Temple', 'Mexico City', 'left', 'bottom'),\n", " ('Seattle Washington Temple', 'Seattle', 'right', 'top'),\n", " ('Dallas Texas Temple', 'Dallas', 'center', 'bottom'),\n", " ('Atlanta Georgia Temple', 'Atlanta', 'right', 'top'),\n", " ('Denver Colorado Temple', 'Denver', 'left', 'top'),\n", " ('Frankfurt Germany Temple', 'Frankfurt', 'left', 'bottom'),\n", " ('Portland Oregon Temple', 'Portland', 'right', 'bottom'),\n", " ('Las Vegas Nevada Temple', 'Las Vegas', 'left', 'bottom'),\n", " ('São Paulo Brazil Temple', 'São Paulo', 'right', 'bottom'),\n", " ('Tokyo Japan Temple', 'Tokyo', 'right', 'top'),\n", " ('Taipei Taiwan Temple', 'Taipei', 'center', 'top'),\n", " ('Toronto Ontario Temple', 'Toronto', 'left', 'top'),\n", " ('Vernal Utah Temple', 'Vernal', 'right', 'top'),\n", " ('San Diego California Temple', 'San Diego', 'right', 'top'),\n", " ('Hong Kong China Temple', 'HK', 'right', 'top'),\n", " ('Gilbert Arizona Temple', 'Gilbert, AZ', 'right', 'top'),\n", " ('Teton River Idaho Temple', 'Teton River', 'right', 'top')]\n", "\n", " ax = pl.gca()\n", " for label, shortlabel, halign, valign in labeldata:\n", " data = td_[td_['Name']==label][['Dedication date', 'area']].iloc[0].copy()\n", " if valign=='top':\n", " data['area'] -= 2000\n", " else:\n", " data['area'] += 2000\n", " ax.annotate(shortlabel, data, size='x-small', ha=halign, va=valign)\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "dfed40af", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 864x576 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ded_size_table = td.groupby(['area_cat', 'ded_dec']).size().reset_index().pivot(\n", " columns='area_cat', index='ded_dec').fillna(0)\n", "ded_size_table = ded_size_table.loc[\n", " ['earlier', '1980s', '1990s', '2000s', '2010s', '2020s', 'future']]\n", "ded_size_table.columns = ded_size_table.columns.get_level_values(1)\n", "ded_size_table = ded_size_table[\n", " ['0-12000', '12000-20000', '20000-30000', '30000-40000',\n", " '40000-50000', '50000-70000', '70000-100000', '100000+']]\n", "ded_size_table.columns.name = 'size (sq ft)'\n", "\n", "clist2 = ['#ffffd9', '#edf8b1', '#c7e9b4', '#7fcdbb',\n", " '#41b6c4', '#1d91c0', '#225ea8', '#0c2c84']\n", "mod_props = {'axes.prop_cycle': pl.cycler(color=clist2)}\n", "\n", "with pl.rc_context(mod_props):\n", " _ = ded_size_table.plot.bar(stacked=True, rot=0,\n", " ylabel='temples', xlabel='dedicated',\n", " title='temples built by decade (and size)')" ] }, { "cell_type": "markdown", "id": "5d804b9b", "metadata": {}, "source": [ "## Construction cost\n", "In order to estimate construction costs of the temple building program, the primary reference points are the size of the structure in square feet, and the size of the land. In quite a few cases for the most recently announced temples, these data points are missing, so they must be filled in with educated guesses in order to get the most realistic cost estimate.\n", "\n", "Guessing temple and lot sizes was done with the following assumptions:\n", " - nearly all temples outside the US, particularly Africa and Asia, are assumed to be 10,000 square feet, based on construction patterns in those regions in the last 20 years.\n", " - a handful of temples were assumed to be slightly larger, either 20,000 or 30,000 square feet if they were near large population centers in countries with relatively large numbers of church members, based on typical sizes of existing temples in those countries. This includes several temples in various South American countries.\n", " - Announced temples in Russia and China have been omitted due to ongoing uncertainty over whether they are likely to be built any time soon.\n", " - Land sizes were set at 3, 6, or 10 acres depending on the temple size, in line with patterns in the data for existing temples.\n", "\n", "The two key assumptions for computing costs were a land price of US \\\\$500,000 per acre. This one is a bit of a wild guess, and turns out to be a not particularly consequential portion of the overall cost. The key value is the construction cost per square foot. In the US, commercial construction costs can run a few hundred up to \\\\$1000 per square foot. Temples are typically built to a relatively high grade, so we choose the high end of that range at \\\\$1000. We assume that the church is paying for construction directly without borrowing, and that the construction costs are amortized roughly equally over the construction period. If groundbreaking was 2012 and dedication in 2015, the cost per square foot is divided by 4 and allocated to the years 2012, 2013, 2014, and 2015. This is all very rough, but tends to average out any estimation errors with the larger volume of construction projects during the last 20 years.\n", "\n", "A great many projects have been announced in the last few years and not been completed or in some cases even started. In order to project future costs, for those cases the average time to groundbreaking and from groundbreaking to construction for temples completed in the last 20 years have been used to compute placeholder start and completion dates. This puts the completion of some of the temples announed in 2021 into 2027 and 2028.\n", "\n", "The results of these calculations are shown in the chart below. By applying the same cost assumptions over time, we are effectively calculating costs in inflation-adjusted 2021 dollars. From these results we can see that most of the time from about 1980 to the present, the annual expenditure was between US \\\\$100 million and \\\\$200 million in most years, with the exception of the mini-temple construction surge in 1998-1999, and a new similar surge that began last year. In both cases those surges of construction led to expenditures in the \\\\$300-400 million range. The current construction boom is signficant, but because so many of the new temples are likely to be the very small ones, the total annual expenditure is in line with the last construction boom, though it is likely to stay high for several more years." ] }, { "cell_type": "code", "execution_count": 9, "id": "21d788f6", "metadata": {}, "outputs": [], "source": [ "# costs are per square foot and per acre\n", "construction_cost = 1000\n", "land_cost = 1000000\n", "\n", "date_info = td[~td['Dedication date'].isna() & ~td['Groundbreaking date'].isna() &\n", " (td['Dedication date']>pd.to_datetime('1950-01-01'))][\n", " ['Groundbreaking date', 'Dedication date', 'area',\n", " 'site', 'completion_estimated', 'site_estimated']]\n", "date_info['land_purchase'] = date_info['Groundbreaking date'].dt.year - 1\n", "\n", "date_info['years'] = date_info.apply(lambda x: range(x['Groundbreaking date'].year,\n", " x['Dedication date'].year+1), axis=1)\n", "date_info['area_amortized'] = date_info['area'] / date_info['years'].str.len()\n", "\n", "years = date_info.explode('years')[['years', 'area_amortized', 'completion_estimated']]\n", "\n", "yearly_total_ = years.groupby(['years', 'completion_estimated']).sum().reset_index().pivot(\n", " index='years', columns='completion_estimated').fillna(0)\n", "yearly_total_.columns = ['area_amortized', 'area_amortized_est']\n", "\n", "yearly_total = pd.Series(index=range(1950,2029), dtype='float64').to_frame('x').join(\n", " yearly_total_).drop(columns='x').fillna(0)\n", "\n", "land_acres = date_info[['land_purchase', 'site', 'site_estimated']].groupby(\n", " ['land_purchase', 'site_estimated']).sum().reset_index().pivot(\n", " index='land_purchase', columns='site_estimated').fillna(0)\n", "land_acres.columns = ['land', 'land_est']\n", "\n", "yearly_total = yearly_total.join(land_acres).fillna(0)\n", "yearly_total['land cost'] = yearly_total['land']*land_cost\n", "yearly_total['land cost (projected)'] = yearly_total['land_est']*land_cost\n", "yearly_total['construction cost'] = yearly_total['area_amortized']*construction_cost\n", "yearly_total['construction cost (projected)'] = yearly_total[\n", " 'area_amortized_est']*construction_cost\n", "yearly_total['total cost'] = yearly_total[['land cost', 'land cost (projected)',\n", " 'construction cost',\n", " 'construction cost (projected)']].sum(1)" ] }, { "cell_type": "code", "execution_count": 10, "id": "bf818d10", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 864x576 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# stacked area graph of the 4 components of the total\n", "ax = (yearly_total[['land cost', 'land cost (projected)',\n", " 'construction cost', 'construction cost (projected)']]/1e6).plot.area(\n", " title='estimated annual expenditure\\non temple construction',\n", " stacked=True,\n", " ylabel='cost (million USD)',\n", " xlabel='year',\n", " xlim=[1949, 2030],\n", " ylim=[0, 600], lw=1)" ] }, { "cell_type": "markdown", "id": "a472f698", "metadata": {}, "source": [ "To compare this total to the church's annual operating costs (in 2021 dollars), we use $7 billion as an estimate of the operating costs of the church. At that number, temple construction has been about 2-3% of annual operating costs since 2000, but briefly went as high as 5% in 1999. The current construction boom appears that it will take temple construction as high as 8% of annual operating expenses in the coming years." ] }, { "cell_type": "code", "execution_count": 11, "id": "7aa8e198", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 864x576 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "(yearly_total['total cost']/7e9*100).plot(\n", " title='temple construction as a fraction of\\nchurch operating budget',\n", " xlabel='year',\n", " ylabel='fraction of estimated total budget',\n", " ylim=[0, None],\n", " xlim=[1950, 2030])\n", "yt = range(1, 10)\n", "_ = pl.yticks(yt, [str(x)+'%' for x in yt])" ] }, { "cell_type": "markdown", "id": "4668a269", "metadata": {}, "source": [ "## Temples vs. membership\n", "To put current and past temple construction activity into context it is helpful to compare temples to membership. First, we look at raw numbers. The chart below makes it clear that the current surge in temple building activity isn't the first one. After a long period of temples being built one or two at a time, there were two previous periods of high construction activity. The first was a flurry of temples announced by Spencer W. Kimball that were completed in the mid-1980s, some of them after his death. Gordon B. Hinckley famously announced in a general conference in 1999 his intention to build a large number of new smaller temples. Those new temples were completed over the next 2-3 years and then construction reverted to normal levels. Russell M. Nelson started announcing temples at a faster rate when he became president of the church, and continues to do so at a fast pace. The temples he announced are starting to be completed in 2022, so 2022 marks the start of the \"Nelson surge\" on the chart, with projected completion dates in the future for the announced temples. The Nelson surge is a much larger number of temples over a more prolonged period of time." ] }, { "cell_type": "code", "execution_count": 12, "id": "0da21094", "metadata": {}, "outputs": [], "source": [ "# calculate how many temples were using filmed endowment presentation\n", "ef = td[['Name', 'Dedication date']].copy()\n", "#ef['Dedication']<'1950-01-01'\n", "film_era = ef['Dedication date']>'1950-01-01'\n", "ef.loc[film_era, 'film_start'] = ef[film_era]['Dedication date']\n", "\n", "conversion_dates = [\n", " ['St. George Utah Temple', '1975-11-11'],\n", " ['Logan Utah Temple', '1979-03-13'],\n", " ['Manti Utah Temple', '2025-01-01'],\n", " ['Salt Lake Temple', '2025-01-01'],\n", " ['Laie Hawaii Temple', '1978-06-13'],\n", " ['Cardston Alberta Temple', '1991-03-22'], # rededication date, seems later than the others\n", " ['Mesa Arizona Temple', '1975-04-16'],\n", " ['Idaho Falls Idaho Temple', '1975-01-01'] # no exact date on this one\n", "]\n", "\n", "for temple, date in conversion_dates:\n", " ef.loc[ef['Name']==temple, 'film_start'] = date\n", "ef = ef.sort_values('Dedication date')\n", "ef['total'] = np.arange(len(ef)) + 1\n", "ef['film'] = 0\n", "for idx, row in ef.iterrows():\n", " ef.loc[idx, 'film'] = (ef.loc[:idx, 'film_start']<=row['Dedication date']).sum()\n", "ef['film_frac'] = ef['film']/ef['total']\n", "#ef.plot(x='Dedication date', y='film_frac')" ] }, { "cell_type": "code", "execution_count": 13, "id": "23882269", "metadata": {}, "outputs": [], "source": [ "bg_shade = '#d7d7e7'\n", "kimball_temples = ('1983-01-01', '1987-01-01')\n", "hinckley_temples = ('1999-01-01', '2002-01-01')\n", "nelson_temples = ('2022-01-01', '2029-07-01')\n", "filmed_endowment_transition = (ef[ef['film_frac']<=0.15].iloc[-1]['Dedication date'],\n", " ef[ef['film_frac']>=0.9].iloc[0]['Dedication date'])\n", "\n", "def dateinterp(dates, r):\n", " a, b = [np.datetime64(val) for val in dates]\n", " return a + (b-a)*r\n", "\n", "def add_bg(ax, bg='fkh', text=True, yvals={}):\n", " y_pos = lambda y: np.inner(ax.get_ylim(), (1-y, y))\n", " y_vals = {key:y_pos(0.05) for key in ('f', 'k', 'h', 'n')}\n", " y_vals.update(yvals)\n", "\n", " if 'f' in bg:\n", " ax.axvspan(*filmed_endowment_transition, color='#d7f7d7')\n", " if text:\n", " ax.annotate('transition to\\nfilmed\\nendowment', ('1958-01-01', y_vals['f']),\n", " size='x-small', ha='left', va='bottom')\n", " if 'k' in bg:\n", " ax.axvspan(*kimball_temples, color=bg_shade)\n", " if text:\n", " ax.annotate('Kimball surge',\n", " (dateinterp(kimball_temples, 0.7), y_vals['k']),\n", " size='x-small', ha='center', va='bottom', rotation=90)\n", " if 'h' in bg:\n", " ax.axvspan(*hinckley_temples, color=bg_shade)\n", " if text:\n", " ax.annotate('Hinckley surge',\n", " (dateinterp(hinckley_temples, 0.7), y_vals['h']),\n", " size='x-small', ha='center', va='bottom', rotation=90)\n", " if 'n' in bg:\n", " ax.axvspan(*nelson_temples, color=bg_shade, zorder=0)\n", " if text:\n", " ax.annotate('Nelson surge',\n", " (dateinterp(nelson_temples, 0.7), y_vals['n']),\n", " size='x-small', ha='right', va='bottom', rotation=90)" ] }, { "cell_type": "code", "execution_count": 14, "id": "7901747e", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 864x576 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = td_.groupby('Dedication date').size().sort_index().cumsum().plot(\n", " xlim=['1970-01-01', '2030-01-01'], ylim=[0, 300],\n", " title='operating temples over time',\n", " ylabel='temples',\n", " xlabel='dedication date')\n", "add_bg(ax, 'khn', yvals={'k': 140, 'h': 140})" ] }, { "cell_type": "markdown", "id": "cb7d93a0", "metadata": {}, "source": [ "The other important thing to consider when comparing temples to membership is the efficiency in space usage that resulted from the filmed endowment presentation. The filmed endowment was introduced in the 1950s with the construction of new temples in England, Switzerland, and New Zealand. All new temples built after that time used the filmed endowment, and many of the historic temples switched to filmed endowment when they underwent renovations in the late 20th century. The chart below shows the progress of the transition by illustrating the fraction of temples over time that were using filmed endowments. Rededications of historic temples were considered transition dates. Using those calculations it is apparent that the way temples were used went through its most significant change between roughly the mid 1950s and mid 1980s as the fraction of operating temples using the filmed endowment went from 10% of the total to 90% of the total." ] }, { "cell_type": "code", "execution_count": 15, "id": "9092b817", "metadata": {}, "outputs": [], "source": [ "area_time = td_[['Dedication date','area']].sort_values('Dedication date')\n", "area_time['total area (million sq ft)'] = area_time['area'].cumsum()/1e6\n", "area_time['number'] = area_time.reset_index().index+1\n", "#area_time.plot(x='Dedication date', y=['total area (million sq ft)'],\n", "# xlim=['1970-01-01', '2030-01-01'], ylim=[0, None],\n", "# ylabel='area (million sq. ft.)', legend=False)\n", "\n", "area_time['year'] = area_time['Dedication date'].dt.year\n", "year_end_vals = area_time.groupby('year')[['total area (million sq ft)', 'number']].max()\n", "\n", "ym_tmp = year_end_vals.merge(\n", " md, left_index=True, right_on='Year', how='outer').sort_values('Year')\n", "ym_tmp['date'] = pd.to_datetime(ym_tmp['Year'].apply(lambda x: f'{x+1}-01-01'))\n", "# worst case growth: 0\n", "last_idx = ym_tmp['Membership'].idxmax()\n", "last_mem_val = ym_tmp.loc[last_idx]['Membership']\n", "ym_tmp.loc[last_idx:, 'Membership (min)'] = last_mem_val\n", "# best case growth: last 20 years\n", "ref_mem_vals = ym_tmp[ym_tmp['Year'].between(2000,2021)]['Membership']\n", "growth_factor = np.mean(ref_mem_vals.values[1:]/ref_mem_vals.values[:-1])\n", "proj_years = ym_tmp.loc[last_idx:]['Year']\n", "proj_mem = (last_mem_val * growth_factor**(proj_years - proj_years.iloc[0])).round(0)\n", "ym_tmp.loc[last_idx:, 'Membership (max)'] = proj_mem\n", "\n", "ym = ym_tmp[ym_tmp['Year']>=1877].copy()\n", "ym['area'] = ym['total area (million sq ft)'].fillna(method='ffill')*1e6\n", "ym['number'] = ym['number'].fillna(method='ffill').astype(int)" ] }, { "cell_type": "code", "execution_count": 16, "id": "cef9197f", "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAzAAAAH7CAYAAAATuHpFAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAADH1klEQVR4nOydd5hkVZm4369z7knNDDPADEmJCyhBQAlizmJY14iB/eliWnd11zXuGlbXHNawroppZVdUjBhhBEUBGUByZoAZeqanp6dzqqrv98e5NV3T9Dnd93Z131tV3/s89VR33VO3vnrr1ql77jnnO6KqGIZhGIZhGIZhVAJ1aQdgGIZhGIZhGIaxUKwBYxiGYRiGYRhGxWANGMMwDMMwDMMwKgZrwBiGYRiGYRiGUTFYA8YwDMMwDMMwjIrBGjCGYRiGYRiGYVQM1oAxKh4RuV9EVEQ2l2Ff50X7UhE5a9HBGWVDRDZHn8v9accSFxE5QEQ+LyJ3ishYyTH2/mj7WSWPnTfH8zfNfk6tUc7veaUx3/FhGIYRQkQuLNYhacdSLhrSDsAwDKOaEZEDgT8D+6Udi2EYhmFUA9YDk1GsJ6B81PKVW8ju1dsa6lV4NzONl08AZwDHRrcvpBWUYRjLRw3VdzVHGr+xdjxZD4xRBajqpjLu60LgwnLtzzCAJ0f3W1T1H+cqoKqbAVm2iAzDMIyaQVXPA85LOYyyYj0whmEYS8uG6P6OVKMwDMMwjCrBGjCGYRhLS1N0P5VqFIZhGIZRLaiq3TJ0A84CdAG3C2c9b5/HgWOALwF3AaPRtuNLyrcCz8SNwd8C7AGmgd3AdcDHgI3zxHpeyeueFT32bOBnwMPAJPAQ8G3gmHn2JcBfAz8CHgAmgDFgK3At8J/A84GGOZ57fxTD5lmPb16gy02h9xSI+WnAd6MYx4Eh4Bbgs8Cj5nluMbb7o/87gHcC10f7GQFuBN4DdCQ8ljYt8P1v9jx/NfA+4GqgH3cC/jBwKfCauT6LGLEtJK77l9oZsBH4CG6Sfel7/DnwqqTvEXh/nPfHvt/78+b5LN+/kO3AacBFwIO479M9wOeB9bOeewQzdcU4sBP4P+CoBb7XDuBtwG+Z+d73A1cB7wJWLGAfDcDfRc/ZE32Wt0afzdrQ9zzh51OHq28uZt/v78247+9hC/xeFV3/FfC1KMYJYBfwC+BZC4znQOBzwN3R83dGx/t5uLoxeHzM2lfsegnoBnLR/j/uKfPEkhhyQLen3BVRmVtnPf6I9wA8A/gpsD2K9XbgQ7OPGeAk4DvAfZGfbcBXgQMX6HcNrl74Q+R2Krq/DHgT0LrA7/Km6PN4BXA50BfFcy/uO7TRs4/Y9d0C39eFxedH/3cB78XVg4PAMO73/Z/neY/nlcRxVvTYS6NjeHv0ed9Q7u9+9Lm8F/hj9LziOcidwG9w8wePm2cfievwOfw1Am+M4tldckx+DFgzT12w4N9YXP3zOOADwO9LjslhXE/914FTA3En+f3c570G9t0I/C3wS6A3imtX5OTdwMp5nl98/Quj/w/G1T3F35cB4HfAKwGJe8zv81qLebLdyn+jDA0Y3Mnl5BzPOb6k/A0LeI1x4GWBWM8rKftE4CuBfU0Az/Dspw349QLf9wFzPP9+TyWxeYH73OR5T2cF4r1knn1OA+8IuCvGdj9wKK7C9u3rRuapNDyvsWmB73/zHM99Bu5EMvS8m5inkRuILUkFXFZnwD8w9/ek9PZnYEOC9/f+OO+PMjdgcCcVec/rbiM6QQdejLtQMFe5UeD0ed7nOcCOed7nTuCMwD5W4hrJvuc/DJxAmRowuBOe6+aJeRp44wK+V+8HXjfPcfSBeeJ5Ku7Exff8n+LmUXmPj3LUS8A1UZnrPds/OGtfz/XEUHTx+Vnbzip9D8CnAnHeDPREz3sLM42ruY6t+S4WvRTXiAt5uRs4egHf5SNwF+h8+xkAHluO+m6Bx/KFJc/fhDtJ9O3/djwNPvb93XtqdMzNfv4N5fzu407g+xfg5TeB97+oOnyWvzWE66EHgIMDdUHotnnW8z69wOd9ljlO8pMcTyygAYP7Xb1tnv3uBp4U2Eex3IW4i+Sh7943k9The19rMU+2W/lvQDuu9+RdJR/yq6PHSm8bZj2vWPZm3I/UNtxJzGnAKcAbgINKyt+Ma8R8CDg3KnNi9PencFdAFffDcZon1vNKXvfK6P5S3JXNxwJn43p4CtG2XcxxUgl8tGQ/fwLOx/3YHY/L2HQ+7urbEPEaMAdHrrZF26+dw+MxQKPnPZ01x2tJ9B6LZe6I4jsZeALux670C/v3Hnebmangb8edLH4M96PwGOBFuIq3uJ+vJTiWGqP39+qS/bxrjvc/u1J+QnQMFT//LwNPiT7TF+OuWu6tJFnAFfY5Yjsm2mdxP1+YI65HLZUz9j0puQf3XXl6tJ9n4q6mFxsANwHtMd/ffiXvo/g6l/jeH+VtwPwJ9537M/Dy6HM7B/ifkjKX447ZaVxD8P9F/z8e+MwsN42e9/jkkuNkD/DvuF7Sx0bv5wPMNIKHmaNHB3cl8oqS17sed3X7sbiLIp+NXuPe6HN/xPc85ueyHndFuXhsfwt3gnsq7oTqjex7EvjKeVz/ITpObgVej6tHTwH+iX3rgTMD34PxqEwhOu6eGr3/v2amXi09sZrr+Fh0vYS7il2MY/Uc268qeb4Cn5mjTOl3+txZ284q2fbH6P7XuO/tY3Dfv1+WlPk67veoWHe/Avcb9UTc78He357A511a9/XiriA/O3q9J+N+6yai7duBdfPUFVdGfr4LPC/az1NwPZ3FMncy66o/Ceq7BR7PF5bs85ootgtLjqEXs+/36zagZY79nFdS5obo/pfR84vfxb8r13cfN6z2QWa+h1+JfJ4S7eMZwL9Esf96qerwWf6ujN7Tl6P9nBAdK6UXVy+b9fykv7Gfx41O+QKuJ+L06PWegas7HijZ3yMuOCQ5npinAYNrwD1Uss9fAS+MfD4V1+NZPJebAk727Kf4/Otwv9EPRp/N6bjv79/hvoveOnbBx3/SJ9ptaW/EGMo066ApVlKP6O6cVX6+q1YHlhzMv11AjAr8q6fcv5WUedMc24tf1mvwnCxF5TqBpjkev5/Aic182+N4n1VRXQm0zVHmKGauLE1S0sNTUmZzyX4GmaObHHc187aS/TzipGKBx9JZJa913jxl63E/Boqr/J/rKffFkn3+V8K4NpXs4/0LKF8WZ1FFWqyIP4tniAHuB7lY7l1J3mO0n2LMFyb9jOZzxSOvBP54ru8S8P2SMjtxJ5KPGG4HfLKk3HPm2N7FTIPiD3h6u4DDS8o94kQE13tRfJ1femJ+Bvv2Js37PQ54Lp4g7wCO9ZRpxw3rUNzVxs55XP+CuU8KS4dcfd/zWr8vKfOqObYL+56s+46PRddL7HtC9IJZ2zqYOWH9YXR/0xyvUWwE5YFVgWNcgS/M8fwGZhprxeFEP2TuocOlx/JfzbH9EGYah9/HM4QK13gt9kJ+ZY7t758V96s9+/lGSZlnx/0OJzyeL5wV22sXcAy9b44y583az5zDCKOyi/7uz/puvGWe97hkdfgsf9PAU+YoU8++F+0eUW8Q4ze25NisD2xvZqbhtIdZdVCS44n5GzClx+8nPGVeUlLmdqBujjKlx9H1zKoHojJHMnPh4LrEx385vkR2K/+NxTVgzi5TDG+J9leYq5KaFeN1eMYz4sZXT+H5IS/Z9smEcd7P8jVgboy2TTFHw6Sk3Pkl+/nYHNs3l2x/S2A/f1dS7hE/igv0s+DKFVfhF8s+4se8pFwzMw2dCRI0rhJUwGVxhhsbrbir5t4fkajsxVHZrUncR/soxnJh0s9oPlezto8RDb+Zo9zZJeUUzzwX3A+s98cMeAczP/oH+d5XVPaNJfuafSXyhpJjyDtUj32Hp25O+DmcXLKPl85TtrTn7NWztpW6Hieao+PZT3FY1q45th1fsp+fBPbRheu9Dh0fi66X2Hf41xdmbXtG9Pgo7ipqcR/7ed7vlnmO8YeY42JUVK60MTaGp25h35PguS6MfSHa1s8cJ4Czyn685DhsmbXt/SWv88PAPo6a5ztTetw84juc8Ji+sGSfly7wGOrlkT1E55Xs5+7Z22eVXfR3H9frWXz8EY3PBbzvstThs/x9KrCPZxA+1kqP7Ud8PxN+tseV7PN5iz2eCDRgcCMGiudht87z+Zc2hp85x/bS35fjA/v5P2bOL7uSOLIsZNXHQ6p6edwnichqETlURI4WkWNE5Bjcjwe4KzjHz7OL/9HoqJyNqg7iutXBnRjNZlt0/xwRyexq5SKyFjdZF+BXqnp/oPi3cMPwwF3ZDPGdwLZrSv6ey125KY31y75CqjqJ66IH15g5YymDmoNEzkSkg5l1Wb6nqvl5XmdzdH+QiBwQK8L0+LWq9nm23Vjy919U9da5CqnqvbihHzD3cXdudH+Vqj4wTzybS/4+vfhH9H06Lvr3F6q6DT9fmec1FkIx5mncFXkvqnoz7sQXSmKeg9+o6o7A9uKxuFpEumdte2rJ318NxDKE+7Gfk3LVS6o6huv9ANc4KKX4/x9wF6v6ZpcTkS7ccBNwV6xDfF9VfVn5So/RX6tqv6fcDSV/z3WMPj+6/6mqDs+xvZTN0X0zroHm49u+DdF3qeh2Oerq2Sz0GCo9XubiIlXNBbYv+rvPzG8+wGtEZMFrYC1hHe79bFni32ER6YgWpiw9/yp1ckK5X3MWZ+OGw4Ebeh36/EsXXw6d29ysqjcEthedCm64f2ysAVN93Dh/EYeInC0i/yciu3BXZ+7GzY25Kbr9V0nxNfPs7rZ5tu+O7rvm2FaseA8F7haRC0Xk5SJy2Dz7XG5KK/0/hgqq6gQu+wvAMSJS7ynap6q7ArvaXfL3XO7KTfE9TuC6f0NcVfL3cd5S5Wcxzh7DzAK+7y1ZyXjOGy4zVJH9yxD7chBab2bPAsuVlt3HYXQsPzb694wFOLyp5OmlDku/T1cT5npcw2MxnBzdNwITC4h79Rwxz2ah9R488liM8/5D28tZLxUbHo8WkQ0ljxcbKr+NLlRdPutxcFehi/ubrwFTjmO0tNzsY/QgYF307ysX8Fn/pOTpi/m8B+aKZ5mIcwyFGjA3+DaU8bv/B2Y+27cAt4nIB0XkKSKyYp73sVR1eOizLfvvsIgcJiKfF5H7cReL7mPf86/S39/5zr8Wy4LrENx8tGJdHPrdX0zduCCsAVN9DMxfBETkM7gfmRcx80Mdom2e7WPzbC9E93OdyP87bhxrHjfP5VW4K4V3iUiviHxDRM5cQIxLTamn3gWUfzi6rwNWeMos1BvM7a7cFN/jrgVc2Xq45O+FHEPlYjHOFtPDN993ICt4/ahqYSHlInzf2ZXMnEDEpdRh6TGzM/QkVZ1mpkckKUk/+9DnvphjccHvn3B9U856qbTh8UQAEVnJzInKZbPuz5ldHjcp+8p5Ygh5W9AxOutYXq7v+WJ+55aaOMdQqL4OnUOU5bsfXeF/Fq43D+DRuMnvvwR2i8gNIvJ+EZmrwbEkn23UA+nbVtbfYRH5G1xq8wtwWRHnY6l/exZch0Q9p8XGR+g4WvJzm6QHopFd5jvpREReAbw5+ncr8AncD85WYCQ6WUBEnojL7w77dmeWlehE+S0i8mlc5p2zcRmBunDd3a/EXUX7HvDywNCD5WTO4XJlLJ821fr+Suu89+Aygy2U+8obSsVS6vDHuBOPheI7yVrI8bPYOqgY98PMP6yzlNFFvm45WOh7X+z39k+4E482XIPkW7j6uA7X41HsvSk2YA4RkY2qupWZBsy1CxiytdSUHqNfZN9hL/PxUJljWS7m++wXegyFziHK9t1X1btF5CRcI/i5uAyIx+JOZo+Lbm8Xkb9V1dIhwxVdh0cjS76Oy8Q2hsuE9wvcCJiBaHg2IlLHzGexZOdfcxCnDkn1d98aMLXJG6L7QeCUwBjulcsUDwCqeh8ui81Hoi/vccBzcPGuxfUW3YNbvDANSq8AL2Q4UbFMAee6Eii+xx4RqZ+nF6bUwW5vqWxROjekJZrrYMSjmMlKcBOskzos/T6tDRUUkQYWXx/14a709gB3R8Op0qT0/e/Hvj2aswlddS5bvaSqUyLyB9wcg2KDpHj/u2J9oKp3iciDuGyVTxSRn+ASH8D8w8eWg9LveVeNfM/X4lLW+ig9hpL2Zpbruw9Es8ndgpW/ARCRTtx8ypfiMl61Ad8QketL5utVeh3+GtxcK3Cpxn/pKbec51+z65B7fQVFpAlYFf2b6u++DSHLLkvZsj02ur9sngmoJy1hDEFUtaCq16vqv+J6Y4rdkS9JsrsyhfWXkr9PDRUUkRZmJt7dvIDhWEtJnPdffI+l8fs4reTvBc+9KiGNqzfXM9N1/bQUXr/iiXpoi8fJySKyKlQ+QOn36WRvKccJuCuWi6E4XKUBeNIi91UO4rz/Uxa4n3LUS8UGyEHR1eK9819mlSvOgzknKlO8SpyFBsx9zJxcPSlqAKfNUtd3cY6hv3hLBSjjd9+3/2FV/Zmqvgz45+jhetzFyyJZrMPjfLbF86+BQOMF5j//KufxtOA6BBdXccJ/kt/9smENmOxSenWw2VsqGcXK3DuuMsr08aoyv24ioqw6xQl/PQl2UXS5KI9RY++G6N+niMimQPGX4ebzgOseTpM4x1JprP/PVyi6CvPqkv3/bonjKguqupuZWB8rIln5Aaw0fhDdN+LSqsYm+j4VfwCf5hnvXuR1SV5jFj8o+fudUS9vmpSevLzGVyi6Kv1i3/YlqJdKGyAvxa3ZMPtxmGnQnM1MI2eSfZN7pEI0Z+FH0b9rKc/xs1iWur5b6DG0g4QNmIhFf/cXSOn3Y+/vfkbr8DifbfH8q3meOuiCMr7mfFyGS6MM8Np5GvyvL/k71XObtCtww09pmsFHlXnfxZTGjxeRw2dvFJFG3KJG62ZvKzciskpEnhf6IovIRmZ+RL1dmwGKLg8TWXi6Rg+fie4bgW+KSOvsAiJyBPDR6N8p4o2/XgriHEs/xQ3TA5fe8jmecp/EZY0D+Eb0oxKXftwJz0LiKifvZ+bq1TdE5DGBsojIo0Tkr5c8qsris8wMO3i7iLwyVDj6nr9xjk2fj+5bgK9Gdc/s5z4VeO1iggVQ1SuYOQk/DfhC6IdaRBpF5NXi0hSXnSjF6B+if58jIi+fIwYB/pP5sxCVs166jpmhZW+L7ntV9ZZZ5You1zPTM35VBobmFfkwM/XLJ0UkOO9JRDaIiLcRUAaWur57hoicN/vBOY6hL86TJnc+Fv3dF5EnRMdjiNKGyezf/feTrTo8zm9s8fyrDc+IEhH5B1ySgxBlO56itPvfjf49AjeUf664XoS7CAJuIctUGzBZ6FY15uZ63OTRduAdIrITt8BQMX3doKqGxkyH+Dpu4lg7cIWI/AczqfGOw03wPxo3sf8Jid/BwujCrbS8XUQuwU0ivRf33tfgusUvwJ3gwL4pERfKlbhhDmuAL4rIN9l37OY9xcQFC+AbuEQDT8O5uV5EPoG7AtqMuxL5D8ykBfynaIJraqjqQ1Gqxk24qyu34E5SipXfWDGfv6rmox/By3H1ww9E5L9x62b043Lgv4GZK65bmenqjxtXTkT+iEu/+mwReStwBTPDBadV9R7P0xOjqleIyHuAD+LGhf9JRL4D/Ay36CnR48cBz8Sd7P4P8L/ljqVSUdU90Y/ZL3Enzd+IkoN8F5c+cwI3hvso3LHydNzx8/lZu/oaLknHE6IyfxKRT0X76MJN7v074AHcavBJemBLeTkuneyBuB7Gs0TkK8CfcSftHcBhuM/8+bg643DcVeul4A249RBacA7Pwh1n/VEcb8S5uYbwEKGy1UtRHXAF8GzcIsQwM1ystNxDInIXzk+xXBaGjwF7J4m/Dvgm0ApcGv3GfB83YTqH+3yPxSV1eCLu2PjanDtcfDxLXd9dA3xNRM4ALsItjXAo7hgqrtN1OzON2ESU6bt/Di4F8tW4RSlvYCb71Qbc977YMBpg1rpfWavD4/zG4r6rb8INufxq1Pj6Je6c5BDcyJdnAr/HJTbwvWa5j6d/wA2t3QD8g4gci1tK4z7c9+RFuF4+wZ0rvsq39t+yEVrl0m7p3oD3se+qpqW3C2eVnfNxz37rcZk7fPtWXCOndKXj8+bYz3kl28+a5zU3R+Xun/X4pnniKN7ywIc9+74/KrPZs30trnL07XtTnPeEa/jN528ad5IQy8cc5Ur9vH8Rx9J5gVgf4Q238vCeed7jTcDGRR7j5+BOJOba/+xjpazOgL/FLTy3kOPvPxfxHuf9bjLPSs7zvac4x8lC4lnI9yoqc2pJuflut3j2sQp34uh73sO4eRvzxrPAz2M97oR8ITFPAAcuwvX7S8pu8pR5Gm4dCF8MP8ZNqvceH9F+Fl0vlezrrbOe91pPuS/NKnda0mN8qY5lXCKYvgV+3j9L8hku9DtDjPpugcfyhSXP34i7uu97b3cAB3n2c15JubMW+NqJv/uznIZuvcDpgRgWVYcTWJ0+7rFGjN9Y4O24eTy+8n/GNcDme804v5/zvlfcRZPb5vG4G3jSYr6TSY+52TcbQpZh1E1gfynwK9wVwMUu5Fbcbx53dfG1uFb+EG5IwUO43pBnq+qr2TdP91KxFXeV5O9xY5ZvwV05ykdx3YjrdTlBVf8lyQuoGyN+YrSfW3G9O5o0YFUdVdXn4U7y/xd3dXgSV5HehrvSdIyqLupKVzlR1QtxJ0o/wnV3B1NRq+rPcVfv/hXXOzeAO/524K4WvQ73mSyqd0lVf4tbofki3I/hsg0/UdX/wv3o/zPuynEvzssEztHlwIeAx6nqfOORaxJV/SPuCvx5uLHxW3FXAKdx3+NrcMNXngMc79nHbtwx8EZcQ2YI9x29HfgP4HhVvb6MMW9X1bNxjYKvRa8zhKtzBnEN8+/g5nitU9VQZqdyxPML3NXq/8T1Pk/i3P0uiuG5LKDuL3O9NHvCvq9npbTcCPuuWJ4JVPXHuEbRm3BX+7fhvEzh6rPf45YSOAfX67SUsSxZfRfVxSfiLnz+BdcoHsX1brwT9z16wLuD+K+3mO/+f+B+j/4DN0KiOOpiGpdu+TJcj8CjVPUPeMhSHR7nN1ZVP4a7QPwj3PvNRfdX4EacnKqq863rU/bjSVXvxi1q+f+AXzNz3rkbVze/FzhUVX+zmNcpFxK1hDKFiLwQOBN30B+Hm3T4HVV9xBjhkuecBrwbl7GqBddF/DXgc+rJACUir8IdLEfhfryuBz6uqj+do+yJuEruBNyX89vAB3XWmiTReNPf4TLmnKb7LoBkGIZhGIaxaETkQqJkO6q6nGuFGEbqZHUOzLtxDZcRXK9AcLKXiDwXN651AnflaTfuSsqncK3TF83xnI/jWvgPAV/BNTheAvxERN6kqp8vKbsB17ofiMoei1tAqRXXFVjKG3HpCk+wxothGIZhGIZhlJes9sCcjWtY3I3ribkcTw+MiHRF5bpxYyX/HD3egmt0nAr8japeVPKc03DZX+4BTlLVgejxTbiJV+3AEerS9yIi/4TLaHKYusUWEZHLcA2VDo0kRs+/CfiIqn6ofEYMwzAMwzBmsB4Yo5aJNQdGRN4rIm+bv+Te8m8WkffGDUpVL1fVu3RhrasX4jLTXFRsvET7mMD15MDMyvNFinmsP1RsvETPuR83ZrOZmTUuwI2x7Cs2XiKuxaXBK01v+RXgLhaZ5cMwDMMwDMMwjLmJO4n//cA/xij/97gJZUtJMZ3rXPmoiynlThOR0oV+Qs+5dFYZcJMhe0TkoJLHToz2vQtARM7HZVl5jS4ux7phGIZhGIZhGB6qIQvZo6P7O2dviBoS9+Hm+hwCICLtuDzXIzr3Oip3RfelCwN9G9dY+Z2IfFxEfolr4HxJVTWaI/Mx3NCxGxb/lgzDMAzDMAzDmIulnsS/hplFdZaK7uh+0LO9+PiKhOVRt0jRk4CP49LL7cLNifm3qMiXcXN2PiAif4VbqfY0XBKCbwFvn52trMill16qvb29iAiqysqVK+np6WF6epr6+noA8vk8jY2N5HKuY6ehoSHR9unpaUSE+vp6crkc9fX1qCqFQmHv9rq6Ourq6sjlcjQ0NFAoFGJvFxHy+TwNDQ3k83lUde/2ODHX1dUV84VXzXsq5+cEUCgUquo9letzKh47WX1P9U315KZzSJ0gdUIhV6CuoQ7Nu5jrG+vJT+fddhEKebe9kC+AMuf2+sZ68rn8vtvr3bB4zc/sU1VpaGogP52nrj7yVJjZjkBdfZ2LaY7tIoLUl8RcmLU9hfeEQH1D/aLfU34qT31TfVW9p3J+TppXGpobMvGeGusbM1XvTU1N0dDQsKz13uWXX773PW3evFmzWpcX95mFzykLv0+z39Ncx06lv6dyfU5TU1O7zjnnnDkXMF6SBoyIdOPmkLTj1vFIk+LEtrjZCvYpr6pXM8eq9NEKtE/DNVgacEPQBnC5+w/DNXqmeGS2MgDa2tp43vOeFzO02uDBBx/kwAMPTDuMzGJ+/GTdze6m3UzXl2VZp/ivfd9uVh28KpXXzjrmJkxW/DTmG1k1lX4cpWS9zkkTcxPG/PjZsmWLd625YANGRN6HW7imlLUiMue6KnOguAXBlpJij0m3Z3vXrHLzlZ+vh2YvIrIW+DTwKVW9JpoHsx74a1X9fVTmeOBNIvI+VX1Eb1Sx1W08kp6eORvdRoT58WNu/HSu60w7hMxibsKYHz9W5/gxN2HMTzIWcvZcmppPZ/0fYjvw37jFH5eSO3AT6h+FS4G8FxFpAA7GrXJ6L7jVikVkG7BBRPafYx7M4dH9I+bUzMF/Av3MNPKOjO63lJS5DngNblXzm2bvYHo6nauwlcCOHTvYuHFj2mFkFvPjx9z4Gdo+xOpDV6cdRiYxN2HMjx+rc/yYmzBZ8aOq5ApKvuQ28z/kCgXyBR6xbSpXYDrvthU0Kq9KoQD56P/CrMcK0XMLuu/+cgUlly8wnXd/P2k/f7zzNWA+DVwY/S24RkAfcHLgOQVgSFXn7cEoE5cBL8MN4/rurG1n4FIdX6Gqk7OeUxz69fVZz3l6SRkvIvJC4FzgTFUdLz4c3TczM/enJbSf4hhA45F0dHSkHUKmMT9+zI2f5q7m+QvVKOYmjPnxY3WOn0p3U1All1cK6k64C4WSv1X3nrgXohP0Yvnx6Xx0Ms/eE/aZE3r2/j84VODWoZ2POPEvlDYmSk7089HrFxsA0/kCUzllMldgKlfY27CYqzFSmPV4bp99pm36kTxpP38zJdiAiRohexsiInIFsEtVvWPSUuBi3LorLxGRz81ayPKDUZkvznrOl3ANmHeJyCWzFrK8AJjkkQ2bvYjIalzvy3+q6pUlm26J7p8NfDP6+1nR/u5J9O4MwzAMwzBqAI1OzKfyM1f2hyfy3N8/xthknvHpArn8vifpufy+J+O5gpKPruBP5wuMTxf8vQC+/0saCVP55Tiz71uG15if+jqhoU6orxPq66Chro66OmiIHq/bZ7u7NdbX0VQ/83+duOfO/D3zWPF/9xj7PKehXmisExrq6/b+zfgD3lhjTcBQ1bMWK2chiMjzgOdF/66L7k+NVp0F14j6xyimoWjuycXAZhG5CNgNPAeXYvli4H9L96+qV4nIJ4G3AX8RkYuBJuCvgVXAm6JFLX18FtfD8s5Zj38Ht1bOF0XkFNywsbOBj801/wVc9gVjbkZGRli92oYr+DA/fsyNn8mhSTp6KvuK6FJhbsKYHz9W5/iZ7ea+vjGuvX8P/aPTDI3nGBqfZufwFH3DU0znC5nsCWiITrjropPt4t/1Uvq4O0EvPt7aVLfvyX5xW9Q4qI9O5sfGRunu7HzESf/M80pO9PfuZ+b5DXVCU0MdzQ11NDbU0Vgvsxoij2x0zLWtTkBkobNEloctW8rUgFlGjgdeNeuxQ6IbwFZKFtRU1UtE5EzgXcALcMO27sY1UD6rxVy8JajqP4jIX4A3An+LG/q2BdfY+KkvMBF5JvBS4MmqOjJrn+Mi8jTgM7h5LyO4YXjv9u2vsbHRt6nmWbt2bdohZBrz48fc+Ola3zV/oRrF3IQxP36szvFTdDMwOs2HfnYXt2wfCZavE2hqqKOpvo7GBqG5oY6Nq1pZ2d5IW1O9u0LvOxGvl322NdQJ7c31s3oD2NsY2Pv37G0y02vQ1FBH3RKe2E9MTNDSEpxtYMxBogaMiKzADY06BlgJhM7CVVVfG2f/qvp+XE9GnOf8AXhGzOd8A/hGzOf8jEAiA1W9GThnofsr5r02HklfX5+lFgxgfvyYGz/DvcOZSIWbRcxNGPPjx+ocP319fdR39vCW797CyGSepnrhiUeu4aBVrXS1NtDV0kB3WwMbVrTQ0ugaG7WEHTvJiN2AEZE3A//OzOT0+Y40BWI1YAwDsteVmTXMjx9z48fc+DE3YcyPH3Pj54E903z5V7czMplnTUcTn3rJUazpaEo7rMxgx04yYjVgROQluCFR4GYc/RLYBkyUN6zawdaB8bNqlV3pC2F+/JgbP+097WmHkFnMTRjz48fqnEcyOpnjv698kF/cvAuAw/Zr46MvPJK2Jsu+WoodO8mIe/b8luj+e8ArZ6UmNhJg68D46evry0Ru9KxifvyYGz/DvcO2locHcxPG/PixOmdftg1M8C8/uJ2dw1MAnHrICv7uiZus8TIHduwkI24D5hjckLA3WuOlPNg6MH66umzCaAjz48fc+GnptsmiPsxNGPPjp9brHFXlD3cP8Of7B9kxNMkt24eZziudLfX8/Vn7c+oR69MOMbPU+rGTlLgNmBwwqKrZSFhtVDWWYjqM+fFjbvwU8oW0Q8gs5iaM+fFT7XVOQZXRyTxD4zkGx6e5e+cYW/vH2DPm/t+2Z4I9Y/smJXryUWt4zeMPJDe2XOuaVybVfuwsFXEbMDcAjxeRLlUdWoJ4ag47cP2Mjo6yZs2atMPILObHj7nxMzUyBZbxdU7MTRjz46cS65xcvsCukWl2Dk3SNzK1t3EyNJ5jaCLH4Hgu+ts9Nt/6LCvbGnnu8Ws5dL82DlzZytruZgC29lWem+WkEo+dLBC3AfNJ4EzcavX/Xv5wag9bB8bPunXr5i9Uw5gfP+bGT/eG7rRDyCzmJoz58bMcdY7qzAr1k7kCk9OFmb+jW+/gJHfvHGVoIrd3W+n9VE73/p2LuWJke1O9S3vc2sC6rmaOWt/JyvZGulsbWN3exPoVzXNm1LL6OIz5SUasBoyq/kRE3gv8q4go8BlVHV+a0GoDm8Tvp7e31ya2BTA/fsyNn8FtgzYR24O5CWN+/CxFnTM6mecnN+7g0pt2MjieYzJX3iF8dQIr2xtZ29lMT2cTK9oaZ9ZlaXV/d0cNls6WBhrr6xK9jtXHYcxPMuKmUb4s+nME+BDwHhG5FRgOPE1VdcELO9Yalv/bj/VOhTE/fsyNn/pGSxziw9yEMT9+ylnnDE/k+NH1vfzohh2MTO47zLyhXmhpqHMr1TfUPeLvle2NHL62nTUdTTQ11NHcUEdTtJr93v/r3d+N9bIs5yBWH4cxP8mIO4TsrFn/twKPnec58fooawzLQuanu9uGK4QwP37MjZ/Wla1ph5BZzE0Y8+OnHHXO4Pg0P9zSy49v3MH4lOttOWZDJ39z8nqOWt9BY31dRa5Sb/VxGPOTjLgNmFcvSRQ1TC6Xm79QjbJr1y7a223hNB/mx4+58TOyc4Tmzua0w8gk5iaM+fGzmDpnYHSa7295mJ/9ZScT067hcsJBXfzNyes59oDKT7Fr9XEY85OMuHNgvrFUgdQq1gPjx65KhDE/fsyNH7uK7sfchDE/fpLUObtGprj4zw9z6U07mcq7wSonbermb05ez5HrO8sdYmpYfRzG/CQjbg+MUWZUbYSdj6mpqbRDyDTmx4+58ZObtF5fH+YmjPnxE6fO2TE0yff+/DC/vKWPXNRwOfWQFbzklPU8am3HUoWYGlYfhzE/yVhUA0ZE1gIHAm2qekV5QqotCgVbGMzH+LgluAthfvyYGz/TY5b50Ie5CWN+/Cykztm+Z4L/u/ZhfnPbLvIFRYAnHL6Kl5y8nkN62pY+yJSw+jiM+UlGogaMiPw18C7g6OghLd2XiKwAvgcI8HxVDWUpq2ks+4Qfy40exvz4MTd+bC0PP+YmjPnxE6pzHto9zkXXbufy2/spqEtffNajV/OSk9ezcXX1D8uz+jiM+UlG7KTeIvIR4H+AY4ApXONln7QYqroH6AXOBp6z6CirGFsHxk9vb2/aIWQa8+PH3PgZ3DaYdgiZxdyEMT9+5qpz7t81xkd+fjd/+82b+O1t/QA8+ag1fPmVx/JPTz+0JhovYPXxfJifZMRdB+YpwDuAQeB84IfAQ8B+cxT/BvAy4PnAdxYXZvVSV5dsYahaoKmpKe0QMo358WNu/DQ029RHH+YmjPmZm3xBGZ6u46aHhtgxNMWOoUnu2jnK1ffuAaChTnjSUWt48Un7s393S7rBpoDVx2HMTzLi1kZvxPW4vF1VL4bgQox/jMo+JnF0NYA1YPx0dlZPFpalwPz4MTd+mrssDa4PcxOm1vyoKtN5ZWI6z/hUgfHpPONTecan3d+7hqfY8sAgNz44zGSuADy8z/Mb64WnHdPDCx+7P/vVmLtSrD4OY36SEbcBc0p0/z/zFVTVUREZBGxwXwBbB8ZPf38/HR3Vl5GlXJgfP+bGz2jfKC1dtXcVeCGYmzCV7kdVGZnMs2Nokt7BSXqHJtkxOEn/yJRrlJQ0Top/5wsLyxTa1VzH+pWtrOtuZm2Xu5188ApWd9jVdauPw5ifZMRtwKwAhlR1bIHlbZGTeWhosC55HytXrkw7hExjfvyYGz9tq6s329FiMTdhKsVP/8gUd+0cZUfUQOkdmoruJxmbysfaV0Od0NpUR2tjPS2N9Xv/bm2so6OlgWM3dPKYjd00Fibo6qr8RSeXAquPw5ifZMQ9e94N7CcibfM1YkTkYKATuD9hbDWBpVH2Mz4+bj8IAcyPH3PjZ3psmtYVtTF5OC7mJkwl+NkzNs1rvn7j3oUhZ9PaWMfa7mbWdc30lPR0NtHe7BoobU11rqHSWEdrUz2N9Qsb5r1jx4DVOR6sPg5jfpIRtwFzDfCs6PZ/85T9h+j+yrhB1RLWgPEzMTGRdgiZxvz4MTd+psct86EPcxMm634mpvNcdM32vY2XZxy7H+uKjZXuJtZ2NdPV0hCau5v8ta3O8WJuwpifZMRtwPw38GzgwyJytapunV1AROqBdwJ/h5vE/6VFR1nF2Dowfiw3ehjz48fc+LG1PPyYmzBZ9vODLQ/znT9t3ztE7N3POozTD1u1bK9vdY4fcxPG/CQjVgosVf0JbgL/IcAWEfkq0A4gIm8UkS/ghoz9a/SUL6rqH8sXbvVh68D4sdzoYcyPH3Pjx9by8GNuwmTVz8ODE3zligcZm8pzxLp2/uUZy9t4AatzQpibMOYnGUlmkJ8H9AFvAl4dPabAZ6K/BSgAnwT+aZHxVT2WRtlPS0vlZrtZDsyPH3Pjp7HVen19mJswWfXz+d/eD8Cph6zgvc95VCoxWJ3jx9yEMT/JiN2AUdUc8Pci8p/Aq4BTgf1xvTk7cOu/fENVby9noNWKNWD8tLZme7Jo2pgfP+bGT2NbNk9Cs4C5CZM1P3vGpvn9XbvZ8sAQjfXCG8/ZlFosVuf4MTdhzE8yEufwVdW7gfeUMZaaxNaB8TMwYFldQpgfP+bGz1j/WOYzSaWFuQmTFT/X3DHCL/70MHfuGKWYa+zAla2sak9vzRWrc/yYmzDmJxm2CEnK2DowflavXp12CJnG/PgxN37ae9rTDiGzmJswWfDTP5Tj8z/pJV9wK93/1QFdnLSpmzMele533uocP+YmjPlJhp09p4ylUfYzPDxsq9MGMD9+zI2fyaHJil5NfSkxN2Gy4Oe31w2TL7j5Lu94+qG0NGZjvWyrc/yYmzDmJxmJGjAichRwLnAMsBIIDYxVVT0nyevUAtaA8TM1NZV2CJnG/PgxN35ykzZs1Ye5CZO2n6npApdfPwzAX5+8PjONF7A6J4S5CWN+khGrASMidbhsY2/AZRtbyGpQcy+HawC2DkwIy40exvz4MTd+sryWR9qYmzBp+7nxnnHGJ5WD1zbz6HXZumJtdY4fcxPG/CQjbg/M24ELor8vA36LyzyWL2dQtYStA+Ont7eXjRs3ph1GZjE/fsyNn8Ftg6w+1MZcz4W5CZO2n/t73ZXqEw5tSy0GH1bn+DE3YcxPMuI2YF6H61F5t6r++xLEU3NYGmU/llowjPnxY278ZC0VbpYwN2HS9HP9XWNc+ZcRAFZ1Zm/6rtU5fsxNGPOTjLi1wAG43pZPLUEsNYnIQkbh1SZNTemlxKwEzI8fc+OnoTl7J39ZwdyEScPP9l3TXPL7PVxz2xgAhx/QzKlHdi57HPNhdY4fcxPG/CQjbm3UC6xU1YmlCKYWyedt9J2PwcFBVqxYkXYYmcX8+DE3fsYHxmlblb0hOFnA3IRZTj8P7pziJ1cNcu1tYyjQ2CC84MwVPOXETpq1DjI279nqHD/mJoz5SUbcBsxPgb8TkWNU9ealCKjWsHVg/KxZsybtEDKN+fFjbvx07Jetyc9ZwtyEWS4/92yb5MPfdmu9NNTDE/6qg2ee2s2a7uj3MoPX/azO8WNuwpifZMSdgPEhYDvwJRHJXh9uBWI9MH4GBwfTDiHTmB8/5sbP+MB42iFkFnMTZrn8/PLaIfIFeOyj2/iP12/gVU9bPdN4yShW5/gxN2HMTzJi1Qiq2isiTwS+BdwnIl8EbgYenud5VyQPsbpRtSzTPixDWxjz48fc+MlP20UTH+YmzHL4GRrNc90dY4jAy560klVd2W64FLE6x4+5CWN+kpGkZlBgG3Ay8C8LLF8ZNVAK2Dowfiw3ehjz48fc+El7LY8sY27CLIefK/8yQr4AJxzeWjGNF7A6J4S5CWN+khFrCJmIHAH8EXhe9NAkrjHzQOD2YJlirUqs5e2nt7c37RAyjfnxY278DG6z4Qo+zE2Ypfajqlxxo0uVfNbxlTVK3eocP+YmjPlJRtzLGx8GVgN3AOcDf1AbA7Uo6uvr0w4hs7S3t6cdQqYxP37MjZ+mDkvZ6cPchFlqP1t3TLFjIEdXex3HHtKypK9VbqzO8WNuwpifZMRtwDweNyTshap6yxLEYxh7scZdGPPjx9z4qau3xXN9mJswS+3n+jtdkoATH91GXV1lrZFmdY4fcxPG/CQjbm3UDAxb46V8WBYyP0NDQ2mHkGnMjx9z42di0Jbx8mFuwiy1n6Ex93u4YU3l9YRZnePH3IQxP8mI24C5BWgVkcrq280wNonfT09PT9ohZBrz48fc+OlcV1lzC5YTcxNmqf1MTrsR6U2NldX7AlbnhDA3YcxPMuI2YD4HNAKvW4JYapJcLpd2CJll9+7daYeQacyPH3PjZ7RvNO0QMou5CbOUfsYnC9x4txtCtnZl5WQfK2J1jh9zE8b8JCPuOjDfFZHjgI+LyArgU6pqNb6xJFh+iDDmx4+58WNu/JibMEvlZ3K6wE+uGmR0osDhBzRz+AHNS/I6S4kdO37MTRjzk4xYDRgRuSz6cxz4V+BdInI/4YUsVVXPSRZe9dPQUHlXmpYL61YNY378mBs/NkzKj7kJUy4/0znlnu2T3LZ1gtu3TnDP9kly0XTQ5z2+GxEbQlZNmJsw5icZcc+ez5r1fzPw6Ojmw5qWAWwdGD87duxg48aNaYeRWcyPH3PjZ2j7EKsPXZ12GJnE3IRJ6ieXV+5/eIpbt05w+wMT3PXQJNO5mVMDATaua+Lxx7Zz1KbKnGJrdY4fcxPG/CQjbgPm1UsSRQ1j6fP8dHR0pB1CpjE/fsyNn+auyhues1yYmzBx/ExOFbjqllG23DnGnQ9O7p2gX+SAnkaO3NjCERtbePSBzXS0VvZvodU5fsxNGPOTjLhzYL6xVIEYhmEYhlHZ9A/m+O2WYX53wwijE4W9j69b1cBRUYPliI0tdLVVdoPFMIx0sQkYKWPrwPgZGRlh9WobzuHD/PgxN34mhybp6LErfnNhbsL4/Kgqd2+b5FfXDnPdHWMUos6WQ9c3cfYJnRx9cAsrO6v7dMPqHD/mJoz5SUbcSfyvBH6nqluXKJ6aw9aB8bN27dq0Q8g05sePufHTtb4r7RAyi7kJM5efG+8e55Ir93Bf7xQA9XXwuCPbePKJXRy6oXaG5Fmd48fchDE/yYi7DsyFwL0icr+IfENEXiMihy5BXDWDrQPjp6+vL+0QMo358WNu/Az3DqcdQmYxN2Fm+ykUlP+8pI/7eqfoaK3jWad18fG/28Drn9tTU40XsDonhLkJY36SEbdP9xrgMcBBwCuAlwOIyMPAFcDvcD00t5czSKM2qcRUmsuJ+fFjbvyYGz/mJsxsP3tG8kxNK52tdXzigg00Nca9Jlo92LHjx9yEMT/JiDuJ/3Ei0gacBpwZ3U4G1gMvAf4aQET6mGnQXKGqN5Uz6GrC1oHxs2rVqrRDyDTmx4+58dPe0552CJnF3ISZ7ad/yI0gWLOioaYbL2B1TghzE8b8JCN2jaOqY6r6G1V9j6qeAawAngj8G67RMgnsB7wA+CxwffnCrT5sHRg/1q0axvz4MTd+bJiUH3MTZraf3t2uAbO62y7EWZ3jx9yEMT/JWHSto6oTwGZgs4h0A08C3gGciFufyghg68D46eqyCbUhzI8fc+OnpbsyFwpcDsxNmFI/BVV+de0QAI8+oLbmu8yF1Tl+zE0Y85OMRTVgRGQV8ARmhpP9Fa5Xp9hwuQs3jMwwYmMppsOYHz/mxk8hX5i/UI1ibsKU+rnm1jEe3DnNqs56zjyhM8WosoHVOX7MTRjzk4xYQ8hEpEdEXiAinxWRG4GdwA+AtwInAHcAXwb+Blivqo9W1b8tc8xVhR24fkZHR9MOIdOYHz/mxs/UyFTaIWQWcxOm6CeXV35wxR4Anvv4bpoabLCF1Tl+zE0Y85OMuD0wO4BoiSoUuJko8xhusv6uMsZWE9g6MH7WrVuXdgiZxvz4MTd+ujd0px1CZjE3YYp+rrhxhJ17cqxb1cDj/8oW/gSrc0KYmzDmJxlJ04YMAx8FXgf8var+wBovybBJ/H56e3vTDiHTmB8/5sbP4LbBtEPILOYmzOC2QSanC/z4D87TuWesoL7Oel/A6pwQ5iaM+UlG3AbMz4FBoAv4Z+BqYEBEfioi7xCRk0XEZqXHwPJ/+7HeqTDmx4+58VPfaFW0D3MTpr6xnt9eN8yekTwb1zVx4hFtaYeUGazO8WNuwpifZMRdB+ZZ4s64j8NN2j8LeDzwjOimwKiI/AE3rGwzcK2q2kQPD5aFzE93tw3nCGF+/JgbP60rW9MOIbOYmzDa1szP/ugGW7zwzBXU2QW4vVid48fchDE/yUiyDoyq6g2q+hlVfb6q9uCyj70ZN6F/DHgq8CHgD8BAOQMOISLPFJFfichDIjIuIveKyPdE5FRP+dNE5OcisltExkTkLyLy1rl6kURknYj8j4jsFJEdIvJtEdnPs98PicgeEdkwX8y5XC7+G60Rdu2yUYkhzI8fc+NnZOdI2iFkFnMT5qe/H2B0osARBzVzzMGWcroUq3P8mJsw5icZZVl9SlVvBm4WkZ8CZwOvB06KNi/L0sYi8lHc+jP9wCXALuAw4LnAC0Tklar67ZLyzwW+D0wA/wvsBp4NfAo4HXhRSdk64CfA0cCFQBvwcuAwETlNVQslZU+I4ni9qm6bL27rgfFjVyXCmB8/5saP9TL4MTd+9ozkufIuN2fzhWettOHPs7A6x4+5CWN+krHYdWAOY2YNmDOBA4qbovsCcONiXmOBcawD/hGXJe2vVHVnybazgcuAfwO+HT3WBXwFyANnqeqfo8ffE5V9oYi8RFUvinZzEm5hzlep6jejsvcB748evyZ6rAH4GnC5qn51IbGr6vyFapSpKUtpGsL8+DE3fnKT1uvrw9z4+clVg0zl4ITDWzlsgy1cORurc/yYmzDmJxmxGjAicgT7NliKud+KDZYccD1RWmXgSlVdjrQuG3HD4a4ubbwAqOrlIjIM9JQ8/MLo/28WGy9R2QkReTfwW+ANQLEBszG6v6ZkH9eUbCv+/U5cr8/zFhp4oWALp/kYHx9PO4RMY378mBs/02OW+dCHuZmbvj3TbL5+GAFecOaKtMPJJFbn+DE3YcxPMuL2wNyKm6hfbLBMAdfiGiu/A/6gqmmsyHNXFMvJIrKmNKWziJwBdOKGlRV5YnT/izn2dQVuHs9pItKsqpPAA9G2xwK3R3+fGN1vjV7naODdwNtUdetCA7fsE34sN3oY8+PH3PixtU78mJu5+eGVg+QLcOqRrRzQ05R2OJnE6hw/5iaM+UlG3En8E7jMYv+KawSsUNUnqOq7VPVXKTVeUNXdwD8Ba4FbReS/ROTfReT/gF8Bvwb+X8lTHh3d3znHvnLAfbjG3SHRw9cCW4Avi8h/isjXgfdGj/85mvT/NeBPwBfixG7rwPix3OhhzI8fc+PH1jrxY24eyUN9U/zx5lHq6+Dsg23eiw+rc/yYmzDmJxlxe2C6VTWTZ9yq+mkRuR/XkDi/ZNPdwIWzhpYVL7P5fq2Kj6+I9p0XkeIE/xfjeqEuxi3iWRCRtwPH4tJLrxCRz+GSBzTiGlBv8E3oHxgY4PTTT6ehoYF8Ps+5557LBRdcQG9vL+3t7dTX1zM0NERPTw+7d+9GVenp6WHHjh10dLgVkEdGRli7di19fX2ICKtWraKvr4+uri7y+Tyjo6OsW7eO3t5eGhsb6e7uZteuXXR3dzM1NcX4+Pje7U1NTXR2dtLf38/KlSsZHx9nYmJi7/aWlhZaW1sZGBhg9erVDA8PMzU1tXd7a2srTU1NDA4OsmbNGgYHB5ment67Pc57EhEefPDBqnpP5fycVJWtW7dW1Xsq1+ekqmzfvj2z76nloBb6H+6nsbWRxrZGxvrHaO9pZ3Joktxkju4N3QxuG6SxrZGG5gbGB8bp2K+D8YFx8tP5vdubOpqoq69jYnCCznWdjPaNoqp0rutkaPsQzV1ursLk0CRd67sY7h1mamSKqdEphnuHaeluoZAvMDUytXef9Y31tK5sZWTnCK0rW8lN5pgem967vaG5geauZkb7Rmlb3cb02DTT4zPb03hPIkJ7T/ui39PE0ATje8ar6j0t9nP67s93o8CphzXRXpgiN5FL/T0N7BigoashU/XeyMgIAwMD9vs0x3uamJhg69atVfWeyvk5jYyMsGvXrqp6T+X6nEJItUwiF5F3AB8GPgt8HugFjgD+HXgK8DFVfUdU9k7gcOBwVb17jn1dBZwKnKqqf5rndQ/HJSp4j6p+QkQuwa2P82ZgKIplG/A4nUP273//ez366KOTvOWqZ2RkZO8BbjwS8+Mn6252N+1muj6da0ETQxO0dFkK3LkwN/ty90OTfPBbvTQ1Cv/x+g20FKYz4acx38iqqVVph7EPWa9z0sTchDE/frZs2XLdOeecc+Jc22KvA1OKiJwsIq8XkfdEt9eLyMmL2WfCOM4CPgr8WFXfpqr3quqYqm4Bno9rQPyDiBSHhBV7WHwDnrtmlfO9rgBfBf4CfCpqzDwX+LiqflNVL8FN7D8Zl176Edg6MH76+/vTDiHTmB8/5sbPaF8qI30rAnMzg6py8e/cMm5POamTFR315ieA1Tl+zE0Y85OMRGmUReSlwAeZyc41e/t9wLtL0hAvNc+K7i+fvUFVx0TkGlxD5gTgXuAO3CT8RwHXlZaPUiEfjMuodu88r/tG4BTghGgo2ZHR41tKyhT3fzQuRfM+NDSUZSmeqmTlypVph5BpzI8fc+OnbXVb2iFkFnMzwy33TXD7A5O0t9Tx9FPctT7z48fqHD/mJoz5SUbsHhgR+RDwLWATLhvZdlwa4WuivwU3+f07IvLBskUappiUvsezvfh4Mdl2sSHxtDnKnoFbqPKqKAPZnIjIJtyQtX9T1VuLD8+KByDY325plP1YasEw5sePufFjqYL9mBtHQZXv/W4PAM88tYv2FneqYH78WJ3jx9yEMT/JiNWAiRaFfCfuRP27wBGqeqCqnhrdDsRl+LooKvPOaHjXUnNldP+3IrJhVsxPB07HZVC7Knr4YmAX8BIRObGkbAuuZwngi/O85ldw6Zs/WvLYLdH9s0see/asbftgDRg/ExMTaYeQacyPH3PjZ3rcTkJ9mBvHn28fY2vvFCs66jnnsZ17Hzc/fqzO8WNuwpifZMQdv/QmXAauz6nqW+cqoKp3AS8VkV24IVZvxqVeXkouBn4DPAm4TUR+iJvEfyRueJkA/6yq/VGMQyJyfvS8zSJyEbAbeA6uAXYx8L++F4ueexZwUpR2mWi/d0ev/WoR6cBN4j8P1zv1iOFtYOvAhLDc6GHMjx9z48fWOvFjbiBfUH5wxR4AnnN6N82NM9c5zY8fq3P8mJsw5icZcYeQnYprwPzrAsq+HygAp8V8jdioagF4BvD3uMU2nw/8A/A44OfAU1X1M7OecwlwJm7hyhfgGmfTwNuAl8yVMQwg6uH5GPARVb1hjiKvAb6Jy3z2N8BPgXN9+7N1YPxYbvQw5sePufFja534MTfw+5tG6N2dY78VDZxx3L6ZkcyPH6tz/JibMOYnGXF7YFYBg6o6MF9BVd0tIoNEa6ksNdH6NJ+Obgt9zh9wDZ84r7ONwHtS1T3Aqxa6v7q6RSWCq2paWtJP15llzI8fc+OnsdV6fX3UupupnPKjK10j5dwzVtBQv+/ClbXuJ4TVOX7MTRjzk4y4Z8+7gW4RmTcBe1SmG5i3sVPLWAPGT2tra9ohZBrz48fc+Glss5NQH7Xu5rItw+weznPgfo2cfNQjM47Vup8QVuf4MTdhzE8y4p49/xE3n+S9Cyj7/mj/f4z5GjWFrQPjZ2DA2r4hzI8fc+NnrH8s7RAySy27GZ8s8NOrXO/LC85cQZ3II8rUsp/5sDrHj7kJY36SEbcB8zlcA+ZNIvLtknVP9iIiJ4rID4ALcPNlPrv4MKsXWwfGz+rVq9MOIdOYHz/mxk97T3vaIWSWWnbzi2uGGBkv8KgDmjnu0LmvCNeyn/mwOsePuQljfpIRqwGjqpfj1j4R3AT1m0WkV0SuE5GbRWQIuBq3Gr0AH1LVzWWOuaqwNMp+hoeH0w4h05gfP+bGz+SQd3mrmqdW3QyN5fnlNUMAvPCsFcgcvS9Qu34WgtU5fsxNGPOTjNiX/1X13SJyM/AB4FBgv+hWyt3Au1X1/xYfYnVjDRg/U1NT8xeqYcyPH3PjJzdpw1Z91KqbX107xMSU8leHtvKoA/0TimvVz0KwOsePuQljfpKRaPySql4EXCQixwOPYWal+z5giye9sDEHtg6MH8uNHsb8+DE3fmwtDz+16uaGu9xK4E89qTNYrlb9LASrc/yYmzDmJxmLSoGlqjeo6tdU9aPR7WvWeImHrQPjx3KjhzE/fsyNH1vLw08tutkzkuOhvmmaGiTY+wK16WehWJ3jx9yEMT/JsBy+KWNplP1YasEw5sePufFjqXD91KKbW+6bAODRBzXT2DD33JcitehnoVid48fchDE/ybCz55TxTZY0oKmpKe0QMo358WNu/DQ0W+ZDH7Xo5pb7XQPmmIPnP4mqRT8LxeocP+YmjPlJhrcBIyL5Mt1s1l+AfD6fdgiZZXDQhiuEMD9+zI2f8YHxtEPILLXmRlX39sAcffD8q4HXmp84WJ3jx9yEMT/JCF1OKVfXgHUxBLB1YPysWbMm7RAyjfnxY278dOzXkXYImaXW3DzUN83gaJ4VHfVsWDP/8LBa8xMHq3P8mJsw5icZoSFkB3tuLwUGcRnH/g04BzgCOBJ4IvCvwA5gD26tmIOXJvTqwHpg/NhViTDmx4+58WNX0f3Umpubi70vm1oWNJy51vzEweocP+YmjPlJhvfyv6punf2YiBwJ/BdwG/A0VR2YVeQOYLOIfBb4BfAV4KTyhVt9qGraIWQWy9AWxvz4MTd+8tN20cRHrbm55T7XIFnI8DGoPT9xsDrHj7kJY36SEXcS/3uBduC1czRe9hJtex3QET3H8GDrwPix3OhhzI8fc+PH1vLwU0tupnLKnQ9OAnDUpoVlQaolP3GxOsePuQljfpIRtwFzJjCkqjfPV1BVb8INNTs7SWC1grW8/Vhu9DDmx4+58WNrefipJTd3PzTBVE45cL9GVnTUL+g5teQnLlbn+DE3YcxPMuLOIF8JICL1qhrsSxaRBqAFaE4YW01QX7+wH45apL29Pe0QMo358WNu/DR1WMpOH7XkZu/8lwWkTy5SS37iYnWOH3MTxvwkI24PzP1AE24i/3z8Da7x8oi5NIaxEKxxF8b8+DE3furqbfkvH7Xkppg++ZhNC5v/ArXlJy5W5/gxN2HMTzLi1kb/g0uL/EUReYWvkIi8DPgioMC3k4dX/VgWMj9DQ0Nph5BpzI8fc+NnYnAi7RAyS624GRrLs3XHFA318KgDFz5Iolb8JMHqHD/mJoz5SUbcIWT/ATwTOBm4UEQ+DFwJbI+2rwceD2zANXT+BHysPKFWJzaJ309PT0/aIWQa8+PH3PjpXNeZdgiZpVbc3Br1vjz6wBaaGhd+HbNW/CTB6hw/5iaM+UlGrB4YVZ3ErfvyVVzvygbgJcDfR7eXAAdE2/4beLKqTpUz4Gojl8ulHUJm2b17d9ohZBrz48fc+BntG007hMxSK25uuT9e+uQiteInCVbn+DE3YcxPMmIvA6+qo8D5IvIB4FzgMUCx+dgHbAF+oKoPlC1KoyaxNXLCmB8/5saPufFTC25Ude/8lzgT+IvPNebG3PgxN2HMTzJiN2CKRA2UT5cvlNqkoSHxR1D1WLdqGPPjx9z4sWFAfmrBzcP9OXYP5+lsq+PA/eINYa4FP0mxOsePuQljfpJhKUVSxtaB8bNjx460Q8g05sePufEztN0mjPqoBTe33BcNH9vUQp1IrOfWgp+kWJ3jx9yEMT/JsAZMylj6PD8dHR1ph5BpzI8fc+OnucuW5vJRC26SrP9SpBb8JMXqHD/mJoz5SUai8Usi8jTghcAxuMUtQ/3QqqqHJnkdwzAMwzDKQy6v3P5AtP5LzAn8hmEYWSJWD4yINIrID4CfAa/GpVM+HNg0z83wYOvA+BkZGUk7hExjfvyYGz+TQ5Nph5BZqt3N3dsmmZxW1q9pZGVn/OuX1e5nMVid48fchDE/yYhbg/0T8DxcmuSfAZcA2wBb3Sohtg6Mn7Vr16YdQqYxP37MjZ+u9V1ph5BZqt1Ncf5L0t6XavezGKzO8WNuwpifZMSdA/MyXOPlnar6HFX9mqr+UlV/F7otQdxVg60D46evry/tEDKN+fFjbvwM9w6nHUJmqXY3e9Mnb4o//wWq389isDrHj7kJY36SEbcBswkoAJ8rfyiGsS8SM0NOrWF+/JgbP+bGTzW7GRnPc9/DU9TXwREHJZuMX81+Fou58WNuwpifZMQdQrYHaFbV8SWIpSaxdWD8rFq1Ku0QMo358WNu/LT3tKcdQmapZje3bZ1AgcMPaKa5KVkC0mr2s1iszvFjbsKYn2TErcV+B3SLyIFLEUwtYuvA+LFu1TDmx4+58WPDgPxUs5vFpE8uUs1+FovVOX7MTRjzk4y4DZgP4ibsf3QJYqlJbB0YP11dNmE0hPnxY278tHRb+lwf1epGVbl5kRP4oXr9lAOrc/yYmzDmJxmxGjCqejMuC9nTRORSETlLRKxP2VgSLMV0GPPjx9z4KeQLaYeQWarVzY6BHP2Dedpb6ti4tinxfqrVTzmwOsePuQljfpIRdx2YPPALoBt4CvBbYEhE8oGbpdkKYAeun9HR0bRDyDTmx4+58TM1MpV2CJmlWt3szT52cAt1dcknDFern3JgdY4fcxPG/CQj7gzyJDWfpVcIYOvA+Fm3bl3aIWQa8+PH3Pjp3tCddgiZpVrdFIePHb1pcUPAqtVPObA6x4+5CWN+khF3DszBCW+GB5vE76e3tzftEDKN+fFjbvwMbhtMO4TMUo1u8gXl9gcWP4EfqtNPubA6x4+5CWN+khGrB0ZVty5VILWK5f/2Y71TYcyPH3Pjp77REof4qEY3926fZHxSWbeqgTXdi0vbX41+yoXVOX7MTRjzk4xkyeCNsmFZyPx0d9twhRDmx4+58dO6cnFX4auZanSzN33ypsW/t2r0Uy6szvFjbsKYn2QkbsCIyFoR+WsR+UcReW85g6olcjnLceBj165daYeQacyPH3PjZ2TnSNohZJZqdFOcwH/MIYtPgVyNfsqF1Tl+zE0Y85OM2P3JItICfAp4zazn/1tJmRXAvUAXcLCqPri4MKsX64HxY1clwpgfP+bGj11F91NtbsYmCty7fZI6gSMOWnwDptr8lBOrc/yYmzDmJxlx0yg3AD8H/haYAi4DJmeXU9U9wH9F+3/BoqOsYlQ17RAyy9SUpewMYX78mBs/uUnr9fVRbW5ue2CCgsJhG5ppbV78iPFq81NOrM7xY27CmJ9kxK3RXgucBdwBHKOqTwZ8aUn+L7p/VrLQaoNCwRYG8zE+Pp52CJnG/PgxN36mxyzzoY9qc3PLvVH65IMX3/sC1eennFid48fchDE/yYjbgHkFoMCbFpCR7EYgDxydJLBawbJP+LHc6GHMjx9z48fW8vBTbW5uub886ZOLVJufcmJ1jh9zE8b8JCNuA+ZoXKNk83wFVTUP7AFWxY6qhrB1YPxYbvQw5sePufFja3n4qSY3fXum2TGQo7VZOHj/prLss5r8lBurc/yYmzDmJxlxGzAtwETUOFkI7cBEzNeoKerqLJO1j6am8vzoVivmx4+58dPQvLi1QKqZanJTzD521KZW6uvKs95YNfkpN1bn+DE3YcxPMuKePT8MtIvImvkKisjJuAaPLX4ZwBowfjo7O9MOIdOYHz/mxk9zV3PaIWSWanJzc3H42KbyzH+B6vJTbqzO8WNuwpifZMQ9e94c3b8mVEhE6oAP4+bL/Dp+WLWDrQPjp7+/P+0QMo358WNu/Iz2jaYdQmapFjeFgnJb1IA5pkwT+KF6/CwFVuf4MTdhzE8y4jZgPoFrlLxbRJ4zVwERORKXavmJuFTLn1lUhFVOQ4N1yftYuXJl2iFkGvPjx9z4aVvdlnYImaVa3NzfO8XoRIGeFQ3st7J8iWKqxc9SYHWOH3MTxvwkI1YDRlVvAd4KdAA/FJF7gJUAInKxiNwK3Aw8GdfQeb2qPlDWiKsMS6Psx1ILhjE/fsyNH0uF66da3Nx8X3nTJxepFj9LgdU5fsxNGPOTjNiX/1X18yLyIK5n5eCSTeeW/P0ALtXyTxYZX9VjDRg/ExOW/yGE+fFjbvxMj9tJqI9qcVOcwH9MmdInF6kWP0uB1Tl+zE0Y85OMROOXVPVHIvIT3KKWpwH743pzdgB/BH6rqja5YwHYOjB+LDd6GPPjx9z4sbU8/FSDm/HJAndvm0QEjtxY3h6YavCzVFid48fchDE/yUicAktVC6p6map+UFUvUNU3qOr7VfWX1nhZOLYOjB/LjR7G/PgxN35sLQ8/1eDmjgcmyBfgkP2baG8pb5bLavCzVFid48fchDE/ybAcviljaZT9tLSU9+phtWF+/JgbP42t1uvroxrc3FJMn1zm4WNQHX6WCqtz/JibMOYnGXb2nDLWgPHT2lr+H+Bqwvz4MTd+GtvsJNRHNbgpTuAvZ/rkItXgZ6mwOsePuQljfpJhZ88pY+vA+BkYGEg7hExjfvyYGz9j/WNph5BZKt1N/1COh/tztDQJh6wv/6KTle5nKbE6x4+5CWN+kmENmJSxdWD8rF69Ou0QMo358WNu/LT3tKcdQmapdDfF7GNHHNRCQ72Uff+V7mcpsTrHj7kJY36SYQ2YlLE0yn6Gh4fTDiHTmB8/5sbP5NBk2iFklkp3c8sSDh+DyvezlFid48fchDE/ybAGTMpYA8bP1NRU2iFkGvPjx9z4yU3asFUfleymoMqtSziBHyrbz1JjdY4fcxPG/CTDGjApY+vA+LHc6GHMjx9z48fW8vBTyW4e2DHF8HiB1V31rFu1NEOTK9nPUmN1jh9zE8b8JMMaMClj68D4sdzoYcyPH3Pjx9by8FPJborzX44+uBWR8s9/gcr2s9RYnePH3IQxP8mwBkzKWBplP5ZaMIz58WNu/FgqXD+V7ObmqAGzVPNfoLL9LDVW5/gxN2HMTzK8/cwicka5XkRVryjXvqqNpbpSVg00NTWlHUKmMT9+zI2fhmbLfOijUt1MThe466EJBDhq49I1YCrVz3JgdY4fcxPG/CQjVBttBrQMr6HzvE5Nk8/n0w4hswwODrJixYq0w8gs5sePufEzPjBO26q2tMPIJJXq5o4HJsnl4eB1TXS01S/Z61Sqn+XA6hw/5iaM+UlGaPzSA4HbOCDRLQ/sAHZGfxcfH4vKPrhEsc+JiDxBRL4vIg+LyGR0/ysRecYcZU8TkZ+LyG4RGRORv4jIW0XkEb8AIrJORP5HRHaKyA4R+baI7OeJ4UMiskdENswXr60D42fNmjVph5BpzI8fc+OnY7+OtEPILJXq5pb7Xfrko5dw+BhUrp/lwOocP+YmjPlJhrcBo6qbVPXg2Tfgk0Aj8BvgiUCHqq5X1f2BduBs4FdRmU9Ez1kWROTdwBXAGcAvgE8APwFWAmfNKvvckrI/BP4TaAI+BVw0q2xdtJ/nARcDlwIvAX4cbSstewLwDuAfVHXbfDFbD4yfwUGbMBrC/PgxN37GB8bTDiGzVKqb0gn8S0ml+lkOrM7xY27CmJ9kxLr8H/VifBr4pqq+evZ2VZ0Gfgf8TkS+DnxGRO5W1V+UI9h5YnsR8AFcw+pcVR2etb2x5O8u4Cu4HqOzVPXP0ePvAS4DXigiL1HVYkPmJOBE4FWq+s2o7H3A+6PHr4keawC+Blyuql9dSNyq5RilV51YhrYw5sePufGTn7aLJj4q0c2ekRwP9U3T1CgctqF5SV+rEv0sF1bn+DE3YcxPMuKmwPoH3JyWdyyg7D9F9/8Y8zViE/WCfBQ3bO2lsxsvsLdxVeSFQA9wUbHxEpWZAN4d/fuGkvIbo/trSh67ZtY2gHcChwHnLzR2WwfGj+VGD2N+/JgbP7aWh59KdFPsfTniwGYaG5Y2KUwl+lkurM7xY27CmJ9kxG3AHA8MqmrffAVVdSewBzghflixOQ04GPg5MCAizxSRfxKRt4jIqXOUf2J0P1fP0BW4htBpIlK8nPVAdP/YknInRvdbAUTkaFzj559VdetCA7eWtx/LjR7G/PgxN35sLQ8/lejm5mUaPgaV6We5sDrHj7kJY36SEXcGeRPQIiJdqjoUKigi3UAXMJE0uBicFN3vALYAx86K5QrghSUNr0dH93fO3pGq5qLhYUcDhwC3AddG+/2yiJwGtAEvjx7/czTp/2vAn4AvxAm8vn7pMsZUOu3t7WmHkGnMjx9z46epw1J2+qg0N6q6dwL/Uq7/UqTS/CwnVuf4MTdhzE8y4jZgbgZOBv4F+Od5yr4TqAduShBXXIrZwF4P3Ac8CbgaN7zrE8BTge8xM5G/2A/uu5xUfHwFgKrmReTZuAn+L8YNo7sY+HtVLYjI23GNpuOAFSLyOeC5uEQGvwLe4JvQ39/fz+mnn05DQwP5fJ5zzz2XCy64gN7eXtrb26mvr2doaIienh52796NqtLT08OOHTvo6HAZYUZGRli7di19fX2ICKtWraKvr4+uri7y+Tyjo6OsW7eO3t5eGhsb6e7uZteuXXR3dzM1NcX4+Pje7U1NTXR2dtLf38/KlSsZHx9nYmJi7/aWlhZaW1sZGBhg9erVDA8PMzU1tXd7a2srTU1NDA4OsmbNGgYHB5ment67Pc57amlp4cEHH6yq91TOz0lV2bp1a1W9p3J9Tk1NTWzfvj2z76nloBb6H+6nsbWRxrZGxvrHaO9pZ3Joktxkju4N3QxuG6SxrZGG5gbGB8bp2K+D8YFx8tP5vdubOpqoq69jYnCCznWdjPaNoqp0rutkaPsQzV2uE3lyaJKu9V0M9w4zPTZNc0czw73DtHS3UMgXmBqZ2rvP+sZ6Wle2MrJzhNaVreQmc0yPTe/d3tDcQHNXM6N9o7StbmN6bJrp8ZntabwnEaG9p33R72lk5wgNzQ0V85768w0MjRbobqujY3qc/nuGl/RzGh8cp7W7NfXPaWDHAA1dDZmq9/r7+6mvr7ffpzne09DQ0D7Pr4b3VM7Pqb+/H6Cq3lO5PqcQEmcSuYi8DPgW7gT+QuAjqnrXrDKH4ea/vCZ66OWq+t0Fv0gCROQ/gLcDBeAxqnpjybZWXE/LAcBpqvpHEbkTOBw4XFXvnmN/VwGnAqeq6p/mee3DgRuB96jqJ0TkElxD6c3AEPB5YBvwOJ1D9ubNm/W4446L/6ZrgK1bt7Jx48b5C9Yo5sdP1t3sbtrNdH06w0f77+ln9aGrU3ntrFNpbi69eoj/vWyA049t5/xnLX0q1qz4acw3smpqVdph7EPW65w0MTdhzI+fLVu2XHfOOeecONe2WD0wqvqdaE7J3wHnAeeJyE7cCTrAemBt9LcAn1/qxkvEQHR/b2njBUBVx0Xkl8Brcb1Hf2Smh8U3I7HY7AsO+BURAb4K/AX4VNSYeS6uMVPMVtYJfBOXXvqy2fuwSfx+enp60g4h05gfP+bGT+e6zrRDyCyV5uaW+6L1XzYt/fAxqDw/y4nVOX7MTRjzk4y4k/hR1TcCrwDuxTVS1gKPiW7rosfuwfW8vLl8oQa5I7rf49lebOAUZzkWyz9qdsEoFfLBQA73HkO8ETgFeI2qFoAjo8e3lJS5Lro/eq4d5HK5eV6idtm9e3faIWQa8+PH3PgZ7RtNO4TMUklupnLKHQ9OAsszgR8qy89yY3WOH3MTxvwkI9Ey8Kr6HeA7InI8ruFSbD72AVtU9YayRLdwrsA1OA4XkSZVnZq1/Zjo/v7o/jLgZcDTgNk9RGfgJulfoaqTvhcUkU3Ah4F/U9Vbiw9H96XJ+Jfn0lgVYmvkhDE/fsyNH3Pjp5Lc3PXgBNM55cD9GuluX55kMJXkZ7kxN37MTRjzk4zYPTClqOoNqvo1Vf1odPtaCo0XVHUX8L+4IWHvLd0mIk/GTeIfZCZt8sXALuAlInJiSdkW4IPRv1+c52W/AtyFW3+myC3R/bNLHnv2rG370NCQqA1ZE1i3ahjz48fc+LFhQH4qyc0t97sEn8csU+8LVJaf5cbqHD/mJoz5ScaiGjAZ423A3cC7ROQKEfm4iHwPuBTIA+er6h6AKAX0+bgsaZtF5L+jRAA34CbvX4xrEM2JiJyPm6j/GlXdOwYsSgjwQ+DVIvJ/IvLfwHtwi15ePte+bB0YPzt27Eg7hExjfvyYGz9D24MZ8GuaSnJzy971X5avk7+S/Cw3Vuf4MTdhzE8yEl3+F5Eu4HXAk4EDgVZVPXTW9ucBqqrfKkOc86KqO0XkFNxiks8HHgcMAz8D/n12NjFVvUREzgTeBbwAN9TrblxD6LNzZQwDEJENwMdwGdhumKPIa6LXLaZR/ilwgW9/tg6Mn2KKPWNuzI8fc+OnmN7WeCSV4mZoNM/WHVM0NgiPOmD5Yq4UP2lgdY4fcxPG/CQjdgMmykL2fdzk/eKcj31OzlV1SETeAhwvIvep6u8XHekCUNXduAbI2xZY/g/AM2K+xjai9WE82/cAr4qzT8MwDMNYKLdGw8cedUAzTY3VNJDCMAxjYcSq+UTkAFyPwjrc0KxXMJPhazZfwjVwXrCYAKudfD6fdgiZZWRkJO0QMo358WNu/EwOeXOT1DyV4ubmKH3yMYcsb46YSvGTBlbn+DE3YcxPMuJeunk7sBL4pqo+K8pGNjvjV5FLo/uzEsZWE9g6MH7Wrl07f6Eaxvz4MTd+utaHVzeuZSrBjaruncB/9Kblm8APleEnLazO8WNuwpifZMRtwDwdN1zsvfMVVNWHgHHcmiqGB1sHxk9fX1/aIWQa8+PH3PgZ7h1OO4TMUglutvdPMzCcp6utjgP2W94LYJXgJy2szvFjbsKYn2TEbcAcCIyq6gMLLD/OzOKRhhELEZm/UA1jfvyYGz/mxk8luJnJPtZK3TLHWwl+0sLc+DE3YcxPMuI2YCaBZhGZ93ki0o6b7L4nfli1g60D42fVqlVph5BpzI8fc+Onvac97RAySyW4ubnYgNm0/GskV4KftLA6x4+5CWN+khG3AXMnLnPZsQso+4Jo/zfFDaqWsHVg/Fi3ahjz48fc+LFhQH6y7iaXV+54YPnXfymSdT9pYnWOH3MTxvwkI24D5hJcZrH3hAqJyKNxa6Uo8L1EkdUItg6Mn64umzAawvz4MTd+WrqX/8S3Usi6m7u3TTI5rWxY08jKzuXvvc+6nzSxOsePuQljfpIRtwHzGeAB4Pki8n0ReUJxHyLSLiIni8hHgGuBHuA24GvlDNioHSzFdBjz48fc+CnkC2mHkFmy7mZv+uQUel8g+37SxOocP+YmjPlJRqwGjKqO4jKRPYBb7X4zsCbaPAT8EZdquQO4F3iOqtoYqQB24PoZHR1NO4RMY378mBs/UyO+zPdG1t2UTuBPg6z7SROrc/yYmzDmJxmxl/BV1duA44APA9twQ8pKbzuBjwKPVdV7yxdqdWLrwPhZt25d2iFkGvPjx9z46d7QnXYImSXLbkbG8tz/8BQN9fDoA5tTiSHLftLG6hw/5iaM+UlG7AYMgKoOqeq7VfUg4CDgFOBU4BBV3V9V36mqg+UMtFqxSfx+ent70w4h05gfP+bGz+A2q5p9ZNnNrVsnUODwA5ppbkr0071osuwnbazO8WNuwpifZCx6FmC0YOVDZYilJrH8336sdyqM+fFjbvzUN1riEB9ZdjOTPjm9pdWy7CdtrM7xY27CmJ9kpHMZx9iLZSHz091twxVCmB8/5sZP60pbW9hHVt2oKrfcn+4EfsiunyxgdY4fcxPG/CQjcQ+MiBwAHAOsBILNR1X9ZtLXqXZyuVzaIWSWXbt20d5uC6f5MD9+zI2fkZ0jNHemM4ci62TVzY6BHP2DeTpa6zhoXVNqcWTVTxawOsePuQljfpIRuwEjIqcCnwJOivE0a8B4sB4YP3ZVIoz58WNu/NhVdD9ZdVMcPnbUphbqUhx2nFU/WcDqHD/mJoz5SUasBoyIPB74NVC8BHQ3sAOwXMAJUdW0Q8gsU1OWsjOE+fFjbvzkJq3X10dW3dwSrf9ydIrDxyC7frKA1Tl+zE0Y85OMuD0wHwKagauAl6rqA+UPqbYoFGxhMB/j4+Nph5BpzI8fc+NneswyH/rIoptcXrltq+uBOSbFCfyQTT9ZweocP+YmjPlJRtwGzGMBBf5GVR9cgnhqDss+4cdyo4cxP37MjR9by8NPFt3c9/AkE1PKulUNrO5edOLQRZFFP1nB6hw/5iaM+UlG3Cxk48CQNV7Kh60D48dyo4cxP37MjR9by8NPFt3cfG+UPvng9OefZNFPVrA6x4+5CWN+khG3AbMF6BCRrqUIphapq7NM1j6amtLLtlMJmB8/5sZPQ3O6V/GzTBbd3HJ/NHws5fkvkE0/WcHqHD/mJoz5SUbcs+f/iJ7z9iWIpSaxBoyfzs7OtEPINObHj7nx09xlaXB9ZM3N6ESBe7ZPUl8HRxyUfgMma36yhNU5fsxNGPOTjFhnz6r6W+BNwDtE5CsicujShFU72Dowfvr7+9MOIdOYHz/mxs9o32jaIWSWrLm5fesEqnDohmZam9O/2JU1P1nC6hw/5iaM+UlG7P5gVf2CiKwC/g14jYhM4FIpB56i1tDx0NBgXfI+Vq5cmXYImcb8+DE3ftpWt6UdQmbJmpu96ZM3pd/7AtnzkyWszvFjbsKYn2TEuqQjIs0icgnwr8WHgFZg0zw3w4OlUfZjqQXDmB8/5saPpcL1kzU3xQUsj8nABH7Inp8sYXWOH3MTxvwkI+7l/38BngPkgG8CvwF2YgtZJsYaMH4mJibSDiHTmB8/5sbP9LidhPrIkpudA9Ps3JOjraWOg/fPxiTfLPnJGlbn+DE3YcxPMuI2YF6OWwfm9ar6tSWIp+awdWD8WG70MObHj7nxY2t5+MmSm2L2saM2tlBXJylH48iSn6xhdY4fcxPG/CQj7qzA/YFpXO+LUQZsHRg/lhs9jPnxY2782FoefrLk5pb7iuu/ZGP+C2TLT9awOsePuQljfpIRtwGzHZhSVUudVSYsjbKflpbs/HBnEfPjx9z4aWy1Xl8fWXFTKCi3bo0aMBmZwA/Z8ZNFrM7xY27CmJ9kxD17/gHQLiKnLkUwtYg1YPy0tmZj4mpWMT9+zI2fxjY7CfWRFTf3PTzF2ESB/VY0sN/KbMQE2fGTRazO8WNuwpifZMQ9e/4AcCfwVRE5eAniqTlsHRg/AwMDaYeQacyPH3PjZ6x/LO0QMktW3Nx0b5Q+OUPDxyA7frKI1Tl+zE0Y85OMuJP4nw98GXgfcLuIfA+4CXg49CRVtTkzHmwdGD+rV69OO4RMY378mBs/7T3taYeQWdJ2M51TfvT7Pfz8T0MAHHtItq7Mpu0ny1id48fchDE/yYh79nwhLgtZMSXK30S3+bAGjAdLo+xneHiYjo6OtMPILObHj7nxMzk0SUtXtq7sZ4U03dyzbZKv/qyf7f3TCPDUkzs54fBsNWDs2PFjdY4fcxPG/CQjbgPmClwDxigT1oDxMzU1lXYImcb8+DE3fnKTNmzVRxpupqYL/OCKQX557RCqsG5VA6995moOPyB7DQU7dvxYnePH3IQxP8mI1YBR1bOWKI6axdaB8WO50cOYHz/mxo+t5eFnud3c+eAEX/1ZPzsGcojAMx7XxfMe301TYzaTu9ix48fqHD/mJoz5SUY2a8kawtaB8WO50cOYHz/mxo+t5eFnudxMThX4zq938+/f3sGOgRzr1zTynleu48Vnr8xs4wXs2AlhdY4fcxPG/CTDZpCnjKVR9mOpBcOYHz/mxo+lwvWzHG5u2zrB137eT9+eHHUCzzq1i+ecvoLGBpn/ySljx44fq3P8mJsw5icZ1oBJGZHs/2ilRVNTU9ohZBrz48fc+Glotmrfx1K6GZ8s8L3LB7js+hEADtyvkdc+czWb1jUv2WuWGzt2/Fid48fchDE/yfDWRiJyb5leQ1X10DLtq+rI5/Nph5BZBgcHWbFiRdphZBbz48fc+BkfGKdtVVvaYWSSpXJz833jfP3SfvoH89TXwbNP6+ZZp3XTUF9ZF7Ds2PFjdY4fcxPG/CQjdDllU5lew7KWBbB1YPysWbMm7RAyjfnxY278dOxn6Tp9lNvN2ESBiy4b4IobXa/LxnVNvO6Zqzlwv8q84mrHjh+rc/yYmzDmJxmhs+ezly2KGsZ6YPwMDg7S3m4Lp/kwP37MjZ/xgXGaOytn2NJyUk43N949zoW/6GdgOE9DPTzv8St4+uO6qK+rrF6XUuzY8WN1jh9zE8b8JMPbgFHV3y1nILWKqnVQ+bAMbWHMjx9z4yc/bRdNfJTDzeh4nv/5zQB/uHkUgEPWN/HaZ65mw5rK7HUpxY4dP1bn+DE3YcxPMmz8UsrYOjB+LDd6GPPjx9z4sbU8/CzWzZY7x/jGL3YzOJqnsUE494xunnpSF3UV3OtSih07fqzO8WNuwpifZFgO35Sxlrcfy40exvz4MTd+bC0PP0ndjE8W+NKP+vjs9/sYHM1z+AHNfOA1+/P0U7qrpvECduyEsDrHj7kJY36SEcpCdkb055iq/nnWY7FQ1SuSPK8WqK+vTzuEzGJjQsOYHz/mxk9TR+UPZVoqkrr57XXD/OnWMZoahBeetYInPbazqhouRezY8WN1jh9zE8b8JCM0hGwzLoPYHcBRsx6Lg87zOoYxJ9a4C2N+/JgbP3X11vHuI6mb0YkCAM8+vZunnNRVzpAyhR07fqzO8WNuwpifZIRqowei2/Y5Hotze7DsUVcRloXMz9DQUNohZBrz48fc+JkYnEg7hMyS1E0u767rNTVUX69LKXbs+LE6x4+5CWN+khHKQrZpIY8Zi8Mm8fvp6elJO4RMY378mBs/nes60w4hsyR1M51zDZjGKm/A2LHjx+ocP+YmjPlJhrcHRkReKSIvWs5gapFcLpd2CJll9+7daYeQacyPH3PjZ7RvNO0QMktSN9P52mjA2LHjx+ocP+YmjPlJRmgI2YXAp0sfEJHLROR7SxmQYRSxNXLCmB8/5saPufGT1E0u6oFpqK/uBowdO37MjR9zE8b8JCM0uV55ZAPnLMDyvZWRhgbLb+DDulXDmB8/5saPDQPyk3gIWY30wNix48fqHD/mJoz5SUaoB2YIWC0izcsVTC1i68D42bFjR9ohZBrz48fc+BnabhNGfSR1M9MDU85osocdO36szvFjbsKYn2SELv9vwfW4fF1Evg2MRI83icgTgAVfarJ1YPxY+jw/HR0daYeQacyPH3Pjp7nLrkn5SOpmukaykNmx48fqHD/mJoz5SUaoAfNR4Ezgr6NbkZW49WAWiq0DYxiGYVQt01EulmqfA2MYhpEVvEPIVPVXwNnA94Hbga3RpgK2DkzZsHVg/IyMjMxfqIYxP37MjZ/Jocm0Q8gsSd0U14Gp9gaMHTt+rM7xY27CmJ9kBHtGVPVK4Mri/yJSAPpU9eClDqxWsHVg/KxduzbtEDKN+fFjbvx0ra/eleIXS1I3tbIOjB07fqzO8WNuwpifZIQm8RvLgK0D46evry/tEDKN+fFjbvwM9w6nHUJmSeqm2APTWOU9MHbs+LE6x4+5CWN+khFrboqqWoPHWDZEqvtkYLGYHz/mxo+58ZPUTbEHpqHKe2Ds2PFjbvyYmzDmJxnWIEkZWwfGz6pVq9IOIdOYHz/mxk97T3vaIWSWJG5GxvNMTtfGEDI7dvxYnePH3IQxP8mwBkzK2DowfqxbNYz58WNu/NgwID8LdTM6nufKv4zwyf/dwVs++xCjEwXqBFoaq7sBY8eOH6tz/JibMOYnGXb5P2VsHRg/XV02YTSE+fFjbvy0dLekHUJmCbkZmyhw/V1jXHP7GDffO06+4B6vEzh6UwtPfGwnzU3VfU3Qjh0/Vuf4MTdhzE8yrAFjZBZLMR3G/PgxN34KxTNv4xHMdjM+6Rot194+xk33jpOLDisROGpTCycf0cZjHt1GV1ttXIiyY8eP1Tl+zE0Y85MMa8CkjB24fkZHR1mzZk3aYWQW8+PH3PiZGpkCy9o5J1MjU0ysLHDD3eNce9soN95T0mgBjjiomZOPbOexj26ju702Gi2l2LHjx+ocP+YmjPlJhjVgUsbWgfGzbt26tEPINObHj7nx072hO+0QMsfkVIEb7xnn6lty3PSDh5iKsooJ8KgDmzn5iDZOPKKNFR21/ZNpx44fq3P8mJsw5icZtV0bZwCbxO+nt7eXjRs3ph1GZjE/fsyNn8Ftg6w+dHXaYaTO1HSBv9w7wTW3jXLD3eNMRZnEAA7b0MwpR7pGy8pO+5ksYseOH6tz/JibMOYnGVVdM4vIK4BvRv+er6r/PUeZ04B3A48DWoC7ga8Bn1PV/Kyy64BPAk8CFPg18DZV3TnHfj8EXAAcrarbAjEmeGe1gfVOhTE/fsyNn/rG2hv6VGQqp9x87/jeRsvE1Eyj5dD1TRy7ro4nnLqa1V1V/dOYmFo+dubD6hw/5iaM+UlG1dbSInIg8DlgBOjwlHku8H1gAvhfYDfwbOBTwOnAi0rK1gE/AY4GLgTagJcDh4nIaapaKCl7AvAO4PWhxgtYFrIQ3d02XCGE+fFjbvy0rmxNO4RlZTqn3HzfONfcNsb1d43t02g5eP8mTj6yjZOOaGdNdwOTw5M0W4+Ll1o7duJgdY4fcxPG/CQjVk0tIpfF3P8ksAe4Dfi1qv4x5vMTIa5b4+tAP/AD4B/nKNMFfAXIA2ep6p+jx98DXAa8UEReoqoXRU85CTgReJWqfjMqex/w/ujxa6LHGnA9OJer6lfnizWXyyV/o1XOrl27aG+3hdN8mB8/5sbPyM4Rmjub0w5jScnllVvum+Ca20fZcucY45MzjZaN65o4+Yg2Tjqijf1W7nvlsxbcLAbz48fqHD/mJoz5SUbcS01nlfytuDmOczF7mwLvE5E/Aq9Q1ftivm5c3gw8ERfvEz1lXgj0AN8sNl4AVHVCRN4N/BZ4A1BswBQHKF5Tso9rSrYV/34ncBjwvIUEaj0wfuyqRBjz48fc+KnWq+i5vHLbVjenZcud44xOzKT8PXC/Rk4+sp2Tj2hj7Sr/cI1qdVMuzI8fq3P8mJsw5icZcRswrwZWAe8BuoHLgSuB7dH2/YEnAGcDA8AHcI2XE4FzgdOA34jICao6tOjo50BEjgQ+AnxGVa8QEV8Dpvj4L+bYdgUwBpwmIs2qOgk8EG17LHB79PeJ0f3W6LWPxs2neZuqbl1IvKo6f6EaZWpqKu0QMo358WNu/OQmq6fXN19Qbt86wdW3jXHdHWP7NFoO6GncOzxs/9ULG2NeTW6WAvPjx+ocP+YmjPlJRtwGzI+Aa4Fx4Gmqes1chUTkJOCHwN8Cp6jqZ0TkfbhejU24HpIPJg3aRzR861u4xsa/zFP80dH9nbM3qGouGh52NHAIbgjctcAW4MvRxP/iHJhrgT+LSD1u6NifgC8sNOZCwRYG8zE+Pp52CJnG/PgxN36mxyo782GhoNz+wATX3D7GdbePMTw+U4euXx01Wo5sY8Oaptj7rnQ3S4358WN1jh9zE8b8JCNuA+a9uBP6Z/gaLwCqeq2IvBa4FNdb8w5VvVdE3opr2DyXJWjARPGdADxeVec7Iop9doOe7cXHVwCoal5EihP8X4zrWboY+HtVLYjI24FjgeOAFSLyOdz7bAR+Bbxhrgn9g4ODnH766TQ0NJDP5zn33HO54IIL6O3tpb29nfr6eoaGhujp6WH37t2oKj09PezYsYOODpebYGRkhLVr19LX14eIsGrVKvr6+ujq6iKfzzM6Osq6devo7e2lsbGR7u5udu3aRXd3N1NTU4yPj+/d3tTURGdnJ/39/axcuZLx8XEmJib2bm9paaG1tZWBgQFWr17N8PAwU1NTe7e3trbS1NTE4OAga9asYXBwkOnp6b3b47ynlStX8uCDD1bVeyr357R169aqe0/l+Jy6urrYvn17Zt9Ty0Et9D/cT2NrI41tjYz1j9He087k0CS5yRzdG7oZ3DZIY1sjDc0NjA+M07FfB+MD4+Sn83u3N3U0UVdfx8TgBJ3rOhntG0VV6VzXydD2IZq73HyFyaFJutZ3Mdw7DApTo1MM9w7T0t1CIV9gamRq7z7rG+tpXdnKyM4RWle2kpvMMT02vXd7Q3MDzV3NjPaN0ra6jemxaabHZ7YvxXvK5wv0Fpq56vohbtqWY3hipue6p1M44aBGTj2+i86pcVpXNFLIT9J/z3Ds91TIFRjfM74s72m+z0lEaO9pz9TnVMgVyE3kUn9PAzsGaOhqyFS9l8/nGRgYsN+nOd5TQ0MDW7durar3VM7PKZ/Ps2vXrqp6T+X6nEJInCFMInIPsFZV58zqNUf5UeBhVT0s+r8JlxVsVFVXLviFF/ZaJwNXAZ9U1XeUPP5+4H3MSqMsIncChwOHq+rdc+zvKuBU4FRV/dM8r304cCPwHlX9hIhcgpt/82ZgCPg8sA14nM4SvnnzZj3uuONiv99aYOvWrZYbPYD58ZN1N7ubdjNdn87V7P57+itiLY+CKnc/NMk1t43x5zvG2DMyk9V+7coGTjqyjVOObOeAnsaypaOvFDdpkRU/jflGVk2tSjuMfch6nZMm5iaM+fGzZcuW684555wT59oWtwdmPRBnsF4+eg4AqjolIkNAWdMtlAwduxPX47MQij0svtlTXbPK+V5bgK8CfwE+FTVmnotrzBSzlXXi1qM5G5fhbC91dXULDLf2aGqKPwSkljA/fsyNn4bm7KYJLqhy77Yprrl9lGtvH2NgeKbR0rOigZOOcI2Wg9aWr9FSSpbdZAHz48fqHD/mJoz5SUbc2qgf2F9EHreAXonH4dZfebjksQbckKyHPU9LSgfwqOjvCc8P21dE5Cu4yf1vBe7ATcJ/FHDdrNgbgIOBHHDvPK/9RuAU4IRoKNmR0eNbSsoU93801oBZMJ2dnWmHkGnMjx9z46c4tCcrqCr3bp9ptOwemmm0rO6u5+Qj2jn5yDY2rWta8oV/s+Yma5gfP1bn+DE3YcxPMuI2YH6Jy0T2dRF5mi/TlogchFuHRXHzYIo8CqgjytpVRiZxvSBz8RjcvJjf4xotxbVoLgNeBjwN+O6s55yBm6R/RZSBbE5EZBPwYeDfVPXW4sPRfWlN3+Lbh60D46e/v3/vGEnjkZgfP+bGz2jfKC1d3ipp2Xhw5xRX3TzKNbeP0j8402hZ1VnPSUe2cfIR7RyyfukbLaVkxU1WMT9+rM7xY27CmJ9kJJnE/1xcQ+RWEbkY1zAo9qjsDzweeAGuATCAW+ixyMui+7gLYgaJJuy/bq5t0RyYE4BvlM6BwU3A/yjwEhH5XMlCli3MJBj44jwv/RXgrmg/RW6J7p+NS1hQ/Lt0214aGqxL3sfKlWWdJlV1mB8/5sZP2+q21F5bVbn5vgkuvXqIW++f2Pv4io56TjqijZOPbOPQDc3ULWOjpZQ03VQC5seP1Tl+zE0Y85OMWGfPqrotWlfle7gJ8C+PbrMR4G7gRar6UMnjVwPnA79JFm75UNUhETkf15DZLCIXAbuB5+BSLF8M/K/v+dFzzwJOUtW93SiqereI/BB4tYh04Cbxn4db6PLy2fuxNMp+xsfH581CUcuYHz/mxs/02DStK5Z3QcJcXrn61lEuvXqIh/pc8oKWJuG0Y9p53FHtHHZAeo2WUtJwU0mYHz9W5/gxN2HMTzJiX/5X1b+IyLHAS3GLU54ArIk27wKux/U8/M/s4Veq+uPFhVteVPUSETkTeBeu16gF1/B6G/DZ2RnDiojIBuBjwEdU9YY5irwGGGYmjfJPgQvm2p81YPxMTEzMX6iGMT9+zI2f6fHly342NlFg8w3D/Ora4b1ZxFZ01PPkEzs564RO2luyNQdwOd1UIubHj9U5fsxNGPOTjFhplI3y84c//EGPOuqotMPIJJOTkzQ326RRH+bHT9bdpJlGOTeRo6FlaYeu9g/l+NW1Q/zuhhEmptxvzIY1jTztlC5OPbqdhvr0e1vmYjncVDJZ8ZPFNMpZr3PSxNyEMT9+QmmUs3X5qwaZnrYrWj56e3vTDiHTmB8/5sbP4LZgZvhFsXXHFF/+8S7e8cVt/PKaYSamlCM3tvC2F+/HB1+3P0/4q47MNl5gad1UA+bHj9U5fsxNGPOTjPQvpdQ4lkbZT0uLZbsJYX78mBs/ja2NZd1fcWL+L64e4pZoYn6dwOOOauNpp3SxaV3lXFkst5tqw/z4sTrHj7kJY36SkagBIyIrgGcBxwArcfM8fKiqvjbJ69QC1oDx09pqk0VDmB8/5sZPY1t5TkLnmpjf3CiceXwHTzmpizXdlXd9rFxuqhXz48fqHD/mJoz5SUbsXxgReTPw78ysbTLfeAAFrAHjwdaB8TMwMGCZOQKYHz/mxs9Y/9iiMkkVJ+b/+s/DDAzPTMx/0omdnH18B+2t9eUKddlZrJtqx/z4sTrHj7kJY36SEasBIyIvAT4d/duHW9hyG2ApFBJi68D4Wb16ddohZBrz48fc+GnvaU/0vP6hHL++dpjNNwzvnZi/fk0jTz+li8cd1U5jQ3bntiyUpG5qBfPjx+ocP+YmjPlJRtyz57dE998DXhlapd5YGJZG2c/w8LCtThvA/PgxN34mhyZjrab+wI4pLr16iGtuGyUfVVdHbmzm6ad0c+whLUgG1m8pF3Hd1Brmx4/VOX7MTRjzk4y4DZhjcEPC3miNl/JgDRg/U1NTaYeQacyPH3PjJzc5/7BVVeWW+ya4dNbE/FOObOPpp3Sxaf/KmZgfh4W4qWXMjx+rc/yYmzDmJxlxGzA5YFBV+5YimFqksdEmRfpYt25d2iFkGvPjx9z46d7Q7d1WnJj/i2uGeHDnvhPzn3xiFz0rqnvIa8iNYX5CWJ3jx9yEMT/JiJsC6wagU0RstlGZsHVg/Fhu9DDmx4+58TPXWh5jEwUuvXqQt39xG1/5aT8P7pymu72eF565gk9esIGXPmlV1TdewNY5mQ/z48fqHD/mJoz5SUbcX6RPAmcCF+AykRmLxNIo+7HUgmHMjx9z46c0FW7/UI5f/3mYzddX78T8OFia4DDmx4/VOX7MTRjzk4xYDRhV/YmIvBf4VxFR4DOqOr40odUG1TQBttw0NTWlHUKmMT9+zI2fhuaGOSfmH3FQNDH/0BbqarReamiu/l6mxWB+/Fid48fchDE/yYibRvmy6M8R4EPAe0TkVmA48DRV1XMSxlf15PP5tEPILIODg6xYsSLtMDKL+fFjbh6JqnLL/RP8+PLd3LnD1TsSTcx/2ildHFylE/PjMD4wTtuqtrTDyCzmx4/VOX7MTRjzk4y4l1POmvV/K/DYeZ6jMV+jprB1YPysWbMm7RAyjfnxY25myOWVa24b5dKr952Yf8ZxHTzlpOqfmB+Hjv0slWkI8+PH6hw/5iaM+UlG3F+uVy9JFDWM9cD4GRwcpL3dFk7zYX78mBsYnyyw+YYRfn3tELuHXT3T3V7P4w9r4Oln99DRWp9yhNljfGCc5k7rifJhfvxYnePH3IQxP8mIOwfmG0sVSK2iah1UPixDWxjz46eW3ewuTsy/YZjxyWhi/upGnnZKF6ce3c7Q1t3WePGQn7YLSiHMj59arnPmw9yEMT/JsLEDKWPrwPix3OhhzI+fWnTzUN8UP//TEFffOjMx/9EHNfP0U7r4q0Nb907Mt7U8/JibMObHTy3WOQvF3IQxP8mwHL4pYy1vP5YbPYz58VNrbvqHcrzvaw9z1c2jFBROPrKN975qHe982TqOP6xtn6xitpaHH3MTxvz4qbU6Jw7mJoz5SYa3B0ZEzoj+HFPVP896LBaqekWS59UC9fU2lMOHjQkNY3781JqbbX3T5AuwYU0jb31RDz0r/D27TR2WstOHuQljfvzUWp0TB3MTxvwkIzSEbDMug9gdwFGzHouDzvM6hjEn1rgLY3781Jqb3UM5AA5Z3xRsvADU1VvHuw9zE8b8+Km1OicO5iaM+UlGqDZ6ILptn+OxOLcHyx51FWFZyPwMDQ2lHUKmMT9+as1N/5CrR1Z1zn+taGJwYqnDqVjMTRjz46fW6pw4mJsw5icZ3l87Vd20kMeMxWGT+P309PSkHUKmMT9+as1NsQdmVff8V/I613UudTgVi7kJY3781FqdEwdzE8b8JMP6g1Mml8ulHUJm2b17d9ohZBrz46fW3OwedvXI6gX0wIz2jS51OBWLuQljfvzUWp0TB3MTxvwkwxowRmaxNXLCmB8/teamfzAaQtY9fwOm1tzEwdyEMT9+zI0fcxPG/CQj9uR6EWkCCqqam/W4AK8HzgSagV8AX1HVQjkCrVYaGiy/gQ/rVg1jfvzUkhtVLemBsSFki8HchDE/fmqpzomLuQljfpIRqwdGRP4WGAcunGPzT4DPAy8Cngt8AbhkceFVP7YOjJ8dO3akHUKmMT9+asnN8FiBXB7aW+pobpq/Sh/abhNGfZibMObHTy3VOXExN2HMTzLiDiF7enT/zdIHReTZwDOif/8X+DowDTxTRF62qAirHEuf56ejoyPtEDKN+fFTS276ixP4uxZWlzR3NS9lOBWNuQljfvzUUp0TF3MTxvwkI24D5ujo/ppZj78Ct97Lv6vqS1X1tcCbAAFeubgQDcMwDB+7oxTKq7tsOKphGIZRG8RtwOwHjKrqnlmPPzG6/0rJY9/GNWqOTxRZjWDrwPgZGRlJO4RMY3781JKbuD0wk0OTSxlORWNuwpgfP7VU58TF3IQxP8mI24BpxfWq7EVEHg2sAu5V1a3Fx1V1HNgDrFhciNWNrQPjZ+3atWmHkGnMj59achO3B6ZrfddShlPRmJsw5sdPLdU5cTE3YcxPMuI2YHYCbSKyoeSx4ryY389RvgUYTBJYrWDrwPjp6+tLO4RMY3781JKbmR6YhTVghnuHlzKcisbchDE/fmqpzomLuQljfpIRtwFzdXT/PnGsAd6IGyr2q9KCInIQrsdm+6KjNGoSl5nb8GF+/NSSm91RA2b1AoeQ1ZKbuJibMObHj7nxY27CmJ9kxG3AfA43hOy1uJ6VB4FDgG3AD2aVfUp0v2UxAVY7tg6Mn1WrVqUdQqYxP35qyU1/NIRsoT0w7T3tSxlORWNuwpgfP7VU58TF3IQxP8mI1YBR1d/hFqscBTpwC1beBTxfVWfP7ntNdP+bxQZZzdg6MH6sWzWM+fFTK25yeWVwJI8AKzoW1gNjw4D8mJsw5sdPrdQ5STA3YcxPMmJf/lfV/xKRbwHHAEPAXapaKC0jIo3AR6N/f7voKKsYWwfGT1eXTRgNYX781IqbgeE8CqzsrKehfmHDEFq6W5Y2qArG3IQxP35qpc5JgrkJY36SkWj8UpRh7NrA9mngR0mDMgywFNPzYX781Iqb3cPRBP7OhV8IKeQL8xeqUcxNGPPjp1bqnCSYmzDmJxlx58AYZcYOXD+jo6Nph5BpzI+fWnHTPxhN4O9e+LWoqZGppQqn4jE3YcyPn1qpc5JgbsKYn2TE6oERkTOSvIiqXpHkebWArQPjZ926dWmHkGnMj59acbN7OJrA37nwqrx7Q/dShVPxmJsw5sdPrdQ5STA3YcxPMuIOIduMS5kcB03wOjWDTeL309vby8aNG9MOI7OYHz+14mb3YLwUygCD2wZZfejqpQqpojE3YcyPn1qpc5JgbsKYn2TEbVg8QLgB0w2siP4eBXYliKmmsPzffqx3Koz58VMrbvqH46VQBqhvtMQhPsxNGPPjp1bqnCSYmzDmJxmxGjCqumm+MiJyKPBO4GXA+1T1m8lCqw0sC5mf7m4brhDC/PipFTdxF7EEaF3ZulThVDzmJoz58VMrdU4SzE0Y85OMsk/iV9V7VPV1wFeA/xaR08v9GtVELpdLO4TMsmuXdeCFMD9+asHN4Gie3t3xJ/GP7BxZqpAqHnMTxvz4qYU6JynmJoz5ScZSZiH7AFCP640xPFgPjB+7KhHG/PipBTc/+cMg0znlhMNb6WyzHphyYG7CmB8/tVDnJMXchDE/yViyBoyq9gGDwOOW6jWqAdW4ORFqh6kpS9kZwvz4qXY3fXumufz6YQR4wZkrYj03N2m9vj7MTRjz46fa65zFYG7CmJ9kLFkDRkSKE/rtkk2AQsEWBvMxPj6edgiZxvz4qXY3l1w5SL4Ajzu6nQN6mmI9d3rMMh/6MDdhzI+faq9zFoO5CWN+krGUQ8j+Nbq/Ywlfo+Kx7BN+LDd6GPPjp5rdbOub4qqbR6mvg+c/If7QA1vLw4+5CWN+/FRznbNYzE0Y85OMuAtZvnKeIi3AAcBzgGNxKZe/nCy02sDWgfFjudHDmB8/1ezm+1fsQYEzj+9gv5XxL4DYWh5+zE0Y8+OnmuucxWJuwpifZMRdB+ZCFraQpUTlPq2q1oAJUFe3lJ1glU1TU7yhMbWG+fFTrW7u2TbJljvHaWoQnnN6sqvhDc22rrAPcxPG/Pip1jqnHJibMOYnGXFroysIN2BywB7gJuBiVb01YVw1gzVg/HR2dqYdQqYxP36q1c3Fv9sDwJNP6mRFR7KTyeau5jJGVF2YmzDmx0+11jnlwNyEMT/JiLuQ5VlLFEfNYuvA+Onv76ejoyPtMDKL+fFTjW5uuW+c27ZO0NZSxzNO6Uq8n9G+UVq6WsoYWfVgbsKYHz/VWOeUC3MTxvwkwy7/p0xDg3XJ+1i5cmXaIWQa8+On2tyo6t7el2ec0kV7a/L1o9pWt5UpqurD3IQxP36qrc4pJ+YmjPlJhjVgUsbSKPux1IJhzI+fanNz3Z3j3PfwFF3tdTz5xMUNN7BUuH7MTRjz46fa6pxyYm7CmJ9kWAMmZawB42diYiLtEDKN+fFTTW4KBeUHUe/Lc05fQXPT4qrt6XE7CfVhbsKYHz/VVOeUG3MTxvwkwxowKWPrwPix3OhhzI+fanLzh5tH2d4/Tc+KBs46fvHjpG0tDz/mJoz58VNNdU65MTdhzE8yrAGTMrYOjJ/e3t60Q8g05sdPtbiZzimXXLkHgOc9vpuGeln0Pge3DS56H9WKuQljfvxUS52zFJibMOYnGdaASRlLo+ynpcWy3YQwP36qxc3m64fpH8qzYU0jpx7dXpZ9NrZar68PcxPG/PipljpnKTA3YcxPMuzsOWWsAeOntbU17RAyjfnxUw1uJqYK/Pgqd8X7hWetoK5u8b0vAI1tdhLqw9yEMT9+qqHOWSrMTRjzkww7e04ZWwfGz8DAQNohZBrz46ca3Pzq2iGGxwoctqGZ4w8r3w/cWP9Y2fZVbZibMObHTzXUOUuFuQljfpJhDZiUsXVg/KxevTrtEDKN+fFT6W5GxvJcevUQAC84cwUi5el9AWjvKc9QtGrE3IQxP34qvc5ZSsxNGPOTjLI2YETkGBF5vYi8RUSOKue+qxVLo+xneHg47RAyjfnxU+lufvqnIcYnlWMObuHIjeUdHz05NFnW/VUT5iaM+fFT6XXOUmJuwpifZMRqwIjIU0XkKhH5jzm2/TNwPfCfwCeBv4jIP5UnzOrFGjB+pqam0g4h05gfP5XsZmA4x2+vcz9oLzxzRdn3n5u0Yas+zE0Y8+OnkuucpcbchDE/yYjbA/Ni4BTgptIHReR44ENAPbANuD/a94dF5PRFR1nF2Dowfiw3ehjz46eS3fzo94NM55QTj2hj0/7NZd+/reXhx9yEMT9+KrnOWWrMTRjzk4y4DZhTovtfzXr8bwEBfgBsUtVDgc9Hj/3doiKscmwdGD+WGz2M+fFTqW56d09zxY0jiMC5Z6xYktewtTz8mJsw5sdPpdY5y4G5CWN+khG3AbMfMKWqO2Y9/jRAgX9X1eKYqA9G99YDE8DSKPux1IJhzI+fSnXzwyv2UFB4/LHtrF+9NL2zlgrXj7kJY378VGqdsxyYmzDmJxlxz55XAOOlD4jI/sAmoF9Vrys+rqo7gWFg7eJCnB8RWS0irxORH4rI3SIyLiKDIvJ7EXmtiMz5PkXkNBH5uYjsFpExEfmLiLxVROrnKLtORP5HRHaKyA4R+baI7OfZ74dEZI+IbFhA7PHfcI3Q1NSUdgiZxvz4qUQ3W3dMcfVtYzTUw/Mev2LJXqeh2TIf+jA3YcyPn0qsc5YLcxPG/CQjbgNmCOgWkdJcik+M7n8/R3kFliNtyYuAr+CGuF0NfBr4PnAM8N/A/8msloKIPBe4AjgD+CEu+UAT8Cngolll64CfAM8DLgYuBV4C/Hh240hETgDeAfyDqm6bL/B8Ph/rjdYSg4M2XCGE+fFTiW6+/7s9ADzxMZ2s7l66E8XxgfH5C9Uo5iaM+fFTiXXOcmFuwpifZMRtwPwlun8NQNQo+FtcQ+Xy0oIishLoAh5eZIwL4U7gOcABqvoyVX2nqr4GOAJ4EHgBcG5JbF24Bk8eOEtVX6uqbweOB/4IvFBEXlKy/5OAE4HXq+rfqep5wAdwDaYTS/bbAHwNuFxVv7qQwG0dGD9r1qxJO4RMY378VJqbOx+c4C/3jNPSJDzrtKWdKN2xX8eS7r+SMTdhzI+fSqtzlhNzE8b8JCNuA+abuIn5nxSRnwHXAE/ADSu7aFbZM6L72xYV4QJQ1ctU9Scl82+Kj/cCX4r+Patk0wuBHuAiVf1zSfkJ4N3Rv28oKb8xur+m5LFrZm0DeCdwGHD+QmO3Hhg/dlUijPnxU0luVJWLN+8B4KknddHV9ogRrGXFrqL7MTdhzI+fSqpzlhtzE8b8JCNuA+YbwHdx6ZKfDjwWmALeqKp9s8q+PLr/7aIiXDzFNF+lCeyLw95+MUf5K4Ax4DQRKeYwfSC6f2xJuWLPy1YAETka1/j5Z1XdutDgVHWhRWsOy9AWxvz4qSQ3f7lngjsfmqSjtY6nndK15K+Xn7aLJj7MTRjz46eS6pzlxtyEMT/JiDV+Sd3Z9stE5EvA43BzYn6jqveUlhORRtxaMJ8BflyeUOMTDel6ZfRvaWPl0dH9nbOfo6o5EbkPOBo4BNeDdC2wBfiyiJwGtOEaaNcCf44m/X8N+BPwhTgx2jowfiw3ehjz46eS3Fxy5R4AnnlqN63NS5+V0Nby8GNuwpgfP5VU5yw35iaM+UlGogkYqnolcGVg+zTw9qRBlZGP4Cby/1xVf1nyeLEW9vXbFR9fAaCqeRF5Nm6C/4txc34uBv5eVQsi8nbgWOA4YIWIfA54LtCIWzPnDb4J/Tt37uT888+noaGBfD7PueeeywUXXEBvby/t7e3U19czNDRET08Pu3fvRlXp6elhx44ddHS48cgjIyOsXbuWvr4+RIRVq1bR19dHV1cX+Xye0dFR1q1bR29vL42NjXR3d7Nr1y66u7uZmppifHx87/ampiY6Ozvp7+9n5cqVjI+PMzExsXd7S0sLra2tDAwMsHr1aoaHh5mamtq7vbW1laamJgYHB1mzZg2Dg4NMT0/v3R7nPeVyOZqamqrqPZXzcxoZGaGpqamq3lO5PqepqSna29sz+55aDmqh/+F+6pobuL93ChE4/fBGBh8aJDeZo3tDN4PbBmlsa6ShuYHxgXE69utgfGCc/HR+7/amjibq6uuYGJygc10no32jqCqd6zoZ2j5Ec5frRJ4cmqRrfRfDvcOM7R5jvyP2Y7h3mJbuFgr5AlMjU3v3Wd9YT+vKVkZ2jtC6spXcZI7psem92xuaG2juama0b5S21W1Mj00zPT6zvbG1kca2Rsb6x2jvaWdyaHLJ35OI0N7Tvuj31HdHH2sOX1NV76mcn9PwjmH2P3b/1N/TwI4BGroaMlXv3X333Rx44IH2+zTHe3rooYdob2+vqvdUzs/pjjvuYP369VX1nsr1OYWQah3CJCJvxvUA3Q6crqq7S7bdCRwOHK6qd8/x3KuAU4FTVfVP87zO4cCNwHtU9RMicgluvs2bcT1Unwe2AY/TOWRfeeWVeswxxyR6j9XOrl27bHJbAPPjJ+tudjftZrp+mt1DOd72n9tY0VHPp990wLK89vCOYTrXdi7La1Ua5iZMVvw05htZNbUq7TD2Iet1TpqYmzDmx8+WLVuuO+ecc06ca1uiHpgoi9frgCcDBwKtqnrorO3Pw406+1aS11gMInIBrvFyK3BOaeMlotjD4usP75pVzvc6AnwVl53tU1Fj5rm4xsw3ozKduOQHZwOXxXwrNU19/dJOZq50zI+fSnGzZ8TNKVjRsXzx1tXb4rk+zE0Y8+OnUuqcNDA3YcxPMmLXRiJyKq5X42PAU4GjcAtZ7kVVh4C3ABeKyOMXH2as+N6K6/W4GTg7ykQ2mzui+0fN8fwG4GDcpP9753m5N+JSKb8myoB2ZPT4lpIyxcU9j55rB5aFzM/Q0FDaIWQa8+OnUtwMpNCAmRicWLbXqjTMTRjz46dS6pw0MDdhzE8yYjVgROQA4KfAOtxijq8ABjzFv4RLufyCxQQYBxH5J9w8lRtwjZednqLFnpCnzbHtDNwk/atU1bsIp4hsAj4M/Juq3lp8OLpvLinaEorZJvH76enpSTuETGN+/FSKm4HhqAHTuXwNmM516Q8ByirmJoz58VMpdU4amJsw5icZcXtg3g6sBL6pqs9S1e/g0ijPxaXR/VkJY4uFiLwHN2n/OtywsV2B4hcDu4CXiEjpQpQtwAejf784z0t+BbgL+GjJY7dE988ueezZs7btQy6Xm+thA9i9e/bIP6MU8+OnUtzsGXHf/5XL2AMz2je6bK9VaZibMObHT6XUOWlgbsKYn2TEnQPzdFwGrvfOV1BVHxKRcdxwrCVFRF4F/BuQx2VHe7ObnrIP96vqhVFsQyJyPq4hs1lELgJ2A8/BpVi+GPjfwOudj2uYnaSqe1sgqnq3iPwQeLWIdOAm8Z+HW/Ty8kW/0RqjWhNMlAvz46dS3OwZXv4hZJXiJg3MTRjz48fc+DE3YcxPMuI2YA4ERlX1gXlLOsaB5ehzLjaS6oG3esr8Driw+I+qXiIiZwLvwg1zawHuBt4GfHaujGEAIrIBN//nI6p6wxxFXgMMM5NG+afABb79NTQkyqNQE1i3ahjz46dS3MxM4l++esCGAfkxN2HMj59KqXPSwNyEMT/JiDuEbBJoFpF5nyci7bh1VPbEDyseqvp+VZV5bmfN8bw/qOozVHWlqraq6rGq+ilV9c6sV9VtqrpCVd/j2b5HVV8VlWlX1ef51oABW4E1xI4dO9IOIdOYHz+V4mZvA2YZ58AMbbcJoz7MTRjz46dS6pw0MDdhzE8y4jZg7sT12hy7gLIviPZ/U9ygaglLn+enuMiRMTfmx0+luClO4l+5jA2Y4gKDxiMxN2HMj59KqXPSwNyEMT/JiNuAuQSXaWvO3ociIvJo3DArBb6XKDLDMIwqZiqnjE4UqK+DjlZbX8MwDMMwFkrcX83PAA8AzxeR74vIE4r7EJF2ETlZRD4CXAv0ALcBXytnwNWGrQPjZ2RkJO0QMo358VMJbvYMu/wfKzrqqXtk0pElY3LImx2+5jE3YcyPn0qoc9LC3IQxP8mINXNUVUdF5OnAz4HnA88r2Vw6OFZwi0A+R1VtkkcAWwfGz9q1a9MOIdOYHz+V4GZPCotYAnSt71rW16skzE0Y8+OnEuqctDA3YcxPMmKPW1DV24DjcIs4bsM1VkpvO3FrozxWVedbyb7msXVg/PT19aUdQqYxP34qwc3MBP7lzUQ43Du8rK9XSZibMObHTyXUOWlhbsKYn2Qk+uVU1SHg3cC7ReQAYH9cY2iHqt5fvvCMWmaOtXyMEsyPn0pwM5DCGjBQGW7SwtyEMT9+zI0fcxPG/CRj0Zf+VPUh4KEyxFKT2DowflatWpV2CJnG/PipBDfFHpiVy9yAae9pX9bXqyTMTRjz46cS6py0MDdhzE8yLPVNytg6MH6sWzWM+fFTCW7SmgNjw4D8mJsw5sdPJdQ5aWFuwpifZHgv/4vIQeV6EVV9oFz7qjZsHRg/XV02YTSE+fFTCW72jERZyJZxDRiAlu6WZX29SsLchDE/fiqhzkkLcxPG/CQjNH7pvjK9hs7zOoYxJ5ZiOoz58VMJbtJYxBKgkC8s6+tVEuYmjPnxUwl1TlqYmzDmJxmhIWSzs4slvdkwtQB24PoZHR1NO4RMY378VIKbmSFky3t9Z2pkallfr5IwN2HMj59KqHPSwtyEMT/J8P5yqqo1PJYBWwfGz7p169IOIdOYHz9ZdzM+WWBiSmlqENqalzcDTfeG7mV9vUrC3IQxP36yXuekibkJY36SYY2UlLFJ/H56e3vTDiHTmB8/WXczUJz/0lG/7Ck0B7cNLuvrVRLmJoz58ZP1OidNzE0Y85MMa8CkjOX/9mO9U2HMj5+suxlIaQI/QH2jJQ7xYW7CmB8/Wa9z0sTchDE/yVjU4GsRWQEcD/RED/UBN6jqnkVFVUNYFjI/3d02XCGE+fGTdTdppVAGaF3ZuuyvWSmYmzDmx0/W65w0MTdhzE8yEvXAiMhpIvIrYBfwW+Ci6PZbYJeI/EJETi1fmNVLLpdLO4TMsmvXrrRDyDTmx0/W3RR7YJZ7EUuAkZ0jy/6alYK5CWN+/GS9zkkTcxPG/CQjdgNGRN4GXAGcEz2/APQDu6O/64CnAFeKyN+XL9TqxHpg/NhViTDmx0/W3aQ5hMyuovsxN2HMj5+s1zlpYm7CmJ9kxGrAiMhTgY9Hz9uMa6h0qup+qtoDdABPBi6LynxcRJ5c1oirDFVNO4TMMjVlKTtDmB8/WXczkFIKZYDcpPX6+jA3YcyPn6zXOWlibsKYn2TE7YF5e3T/bVU9R1V/o6oTxY2qOqmqv1XVJwHfxq0D844yxVqVFAq2MJiP8fHxtEPINObHT9bd7B1ClkIPzPSYZT70YW7CmB8/Wa9z0sTchDE/yYjbgDkRN0zs7fMVjMoocFLcoGoJyz7hx3KjhzE/frLupjSN8nJja3n4MTdhzI+frNc5aWJuwpifZMRtwAgwqKo75isYldmTJKhawtaB8WO50cOYHz9ZdqOqqWYhs7U8/JibMObHT5brnLQxN2HMTzLiNmBuA7pEpHO+giLSBXRFzzE81NXZUjw+mpqa0g4h05gfP1l2MzKZZzqvtDYLLU3L//1vaF7+eTeVgrkJY378ZLnOSRtzE8b8JCPur+cXgXrgnxdQ9p+isl+IG1QtYQ0YP52d87aTaxrz4yfLbvpH3ITNNHpfAJq7mlN53UrA3IQxP36yXOekjbkJY36SEevsWVW/AXwa+GcR+ZKIbJxdRkQOEpEv4ho5n1LVb5Ul0irF1oHx09/fn3YImcb8+Mmym/5RN2w0jQxkAKN9o6m8biVgbsKYHz9ZrnPSxtyEMT/JiPULKiKXRX8OAecD54vIA8C26PH1wMaSMieUPKcUVdVzEsRbdTQ0WJe8j5UrV6YdQqYxP36y7GZ3yj0wbavbUnndSsDchDE/frJc56SNuQljfpIR9+z5rDke28hMo6WUbk95cNnJDCyNcojx8XG6urrSDiOzmB8/WXXz4O5xfnbTTiCdFMrgUuG2rrAFCefC3IQxP36yWudkAXMTxvwkI24D5tVLEkUNYw0YPxMTE/MXqmHMj5+suZmYznPRNdv5/nW95ApKR0sdjz+2I5VYpsct86EPcxPG/PjJWp2TJcxNGPOTjFgNmGgOjFFGbB0YP5YbPYz58ZMlN9fct4cvXH4/O4bc0LGnHt3D88/uoKUznYsXtpaHH3MTxvz4yVKdkzXMTRjzkwxLgZUytg6MH8uNHsb8+MmCm77hST7wk7t434/uZMfQFJvWtPLxFx/JW598MJ1t6QwfA1vLI4S5CWN+/GShzskq5iaM+UmGzSBPGUuj7KelpSXtEDKN+fGTpptcvsAlN+zgO3/axsR0gZbGOl5x6gaec9xaGurT/743tlqvrw9zE8b8+LH62I+5CWN+kpGoASMidcBp/P/2zjvOjqru/+9vdtP7poeQhCItoXcQQhdQlCK9ipQgiOBPkPaoKAj6KCBFenmoDyU8YFARQUR6FemIdEgIIb2X3fP745xhJzd7Jntvdndu+bxfr3ndvTNnZs9537nnzukwFugPZOZqzrmfl/J/agEVYOJ0767BolnIT5y83Lw+aQ6XP/IBH0xbAMC2a/bn+HGjGNS7fBYq69xDD6Ex5CYb+Ymj/DiO3GQjP6VRdAHGzL6NXwtmWGuC42ccUwEmgtaBiTNjxgzNzJGB/MTpaDezFizh+sc/5q9vfAHA0L5d+d4Oo9h8tX4dFofWMn/afM0kFUFuspGfOMqP48hNNvJTGsWuA/Mt4E58wWQO8AwwBWhs+6jVBloHJs6AAQPyjkJZIz9xOspNk3M89PpUbnjiY+YsbKS+zth/s2EcuPlwutaXZ+tqz0E9845C2SI32chPHOXHceQmG/kpjWKfns/GF17uAw5zzs1v8xjVGJpGOc6cOXPo1SufqWYrAfmJ0xFu3ps6n8v/9gFvTp4LwEar9uHEHUcxoqG8a6gXzV5Etz7qc90ScpON/MRRfhxHbrKRn9IotgAzFt8l7FgVXtoGFWDiLF68OO8olDXyE6c93cxf3MitT3/C/S9PoclB/x6dOW77kYxbuwEza7f/21YsXaRuqzHkJhv5iaP8OI7cZCM/pVFsAWYW0NU5N609IlOLaB2YOJobPRv5idMebpxzPPGfGVz92IdMm7uETgZ7bTiYI7cZQc+uldMVVGt5xJGbbOQnjvLjOHKTjfyURrGdtJ8G+pjZ4PaITC2idWDiaG70bOQnTlu7mTRzIT+579/88o//YdrcJXxlSE8uOWgM39txdEUVXkBreWQhN9nITxzlx3HkJhv5KY1if3nPB/YAzgOOa/vo1B6aRjmOphbMRn7itJWbxUubuOfFydz53CQWNzp6dqnjqG1HsMf6g6nrVP7dxVpCU+HGkZts5CeO8uM4cpON/JRGUQUY59yLZnYQcJOZrQZcCLzmnJvSLrGrASqhz3xedOlSPmtnlCPyE6ct3Pzzo1lc8bcP+HTmIgB2WmcAx2w3kv49K/shrr7CWow6ErnJRn7iKD+OIzfZyE9plJIb/Rm4EjgD2AlW+BDunHPK9SI0NmoG6hizZs2iX79+eUejbJGfOCvjZvq8xVzz2Ec89u/pAKzavxsn7jSaDVetjnn6F8xYQI+GHnlHoyyRm2zkJ47y4zhyk438lEax68D0A/4CbJbsas1pRcapptA6MHEGDhyYdxTKGvmJU4qbxibHA69M4eanPmX+4ka61nfi4C2Gs++mQ+lcVz1dPXsN1nSdMeQmG/mJo/w4jtxkIz+lUezT87nA5vhFLP8beBj4HC1kWTJqgYkza9YsevbUwmkx5CdOsW7e/mwulz3yAe9O9bPDb7FaP07YYRRD+3ZtryjmxoIZC+jau/rS1RbITTbyE0f5cRy5yUZ+SqPYAsze+HVgDnPOTWz76NQezrm8o1C2aIa2bOQnTmvdzFm4lJue/IQ/v/o5DhjUuwvjx41i6zX6Ve34tMYlqjSJITfZyE8c5cdx5CYb+SmNYgswA4GFwAPtEJeaROvAxNHc6NnIT5wVuXHO8be3pnHd4x8xc/5S6joZ+2w8lEO3Gk63znUdFMt80FoeceQmG/mJo/w4jtxkIz+lUWzH7g/Bj8pvh7jUJCp5x9Hc6NnIT5wsNx9NX8AZE97iN395j5nzlzJ2ld5cfsgYvrvdqlVfeAGt5ZGF3GQjP3GUH8eRm2zkpzSKbYG5HTjXzHZ3zj3YHhGqNerqqv+BqVTUJzQb+YnTkpuFSxr53+cmMeHFz1ja5OjTvZ5jvroqu6w3sGq7i7VEl16asjOG3GQjP3GUH8eRm2zkpzSKLcD8CtgNuN7MDnTOPdEOcRICUOFuRchPnEI3z7w3gysf/ZDP5ywGYPexg/jOtiPo0732unB2qqIZ1doauclGfuIoP44jN9nIT2kUW4A5E/gHsD7wmJk9DbwKTM46yTn389KiV/1oFrI4s2fPpn///nlHo2yRnziJm89nL+Kqv3/I0+/NBGD1gT04aefRrDusdqeDXThrIT0HqsavJeQmG/mJo/w4jtxkIz+lUWwB5mf4WciS/hbbAFtnhLcQXgWYCBrEH2fQoEF5R6GskZ84/QcM5O4XJnPbM5+yaGkT3Tt34vCtR/DNjYZQ16l2uou1RO+hvfOOQtkiN9nITxzlx3HkJhv5KY1iCzA34wskoo1YunRp3lEoW6ZPn06PHlr1OYb8tMyrn8zm4of+w+TZ/ru13VcaOG7cSAaq/z4A86bOo0tPuWgJuclGfuIoP44jN9nIT2kUVYBxzh3VTvEQYjk02V028rMsM+cv4frHP+bhN78AYFjfrpy44yg2Hd0v34iVGbpv4shNNvITR27iyE028lMaxbbAiDamvl4fQQw1q2YjP54m53jwtanc+MTHzF3USH2dsd9Ggzhk65F0qdeg40LUDSiO3GQjP3GUH8eRm2zkpzT0654zWgcmzpQpU/KOQlkjP/Du5/P4f3e+wWWPfMDcRY1sPLIPVx22PjuONBVeIsyeNDvvKJQtcpON/MRRfhxHbrKRn9IoqfrfzFYDTgV2BVYFujnn6lPH+wEn48fL/NI5p6m2Imj6vDi9etXuTFGtoZb9zFvUyC1Pf8LEf02hyUFDz84ct/1Itl+rATNjWlPtulkRXft0zTsKZYvcZCM/cWo5P14RcpON/JRG0QUYM9sHP5i/B82zkS3Tgc85N9PMdgS2B54D/rKS8RRCCJxzPP7OdK557COmzVtCJ4NvbTSEw7ceQc+uqgwQQgghaoGi+liY2TrAbUBP4CpgO+CLSPBr8AWc/VYmgtWO1oGJM3fu3LyjUNbUmp9JMxdyzv+9zQV/epdp85aw9tCe/O7gMYzfYdRyhZdac1MMi2YvyjsKZYvcZCM/cZTnxJGbbOSnNIptgTkN6Ab8xjl3OoCZxZ7AHw6v25YYt5pA68DEGTJkSN5RKGtqxc/ipU3c/cJk7nx+EksaHb261vGdbVdl9/UH0claXtOlVtyUQp/hffKOQtkiN9nITxzlOXHkJhv5KY1iR7nujO8u9t8rCuicmwrMxY+RERG0DkycqVOn5h2FsqYW/Lz04SxOuPVVbn3mU5Y0OnZZdyDXHrkBe24wOFp4gdpwUypzPpuTdxTKFrnJRn7iKM+JIzfZyE9pFNsCMxSYEwonrWEJvruZEEVjGQ+oorr9TJu7mGse+4h/vDMdgJEN3Tlpp1GsP6J1NcDV7GZlkZs4cpON/MSRmzhyk438lEaxBZh5QB8zq3fOZTYdmFl/oB+g+eEy0DowcRoaGvKOQllTjX4amxwT/zWFm5/+hAWLm+ha34lDthzOPpsMpXNd6xuMq9FNW9FzkOqUYshNNvITR3lOHLnJRn5Ko9guZK+Hc7ZoRdjD8YP4Xyw2UrWE1oGJo2bVbKrNz5uT53LyHa9z9WMfsWBxE1ut3o+rj1ifAzYfXlThBarPTVuibkBx5CYb+YmjPCeO3GQjP6VRbPX/XcBXgfPMbLdYK4yZjQN+iR8vc9vKRbG60Towcfr00YDRLKrFz5yFS7nxiY958LWpOGBw7y6csMMotlqjf8nXrBY37UG3vt3yjkLZIjfZyE8c5Tlx5CYb+SmNYgswVwPHAOOAx83s90BnADMbA4wB9sVPnVwHPAHc2WaxFTWFppjOptL9OOd4+M0vuP7xj5m1YCl1nYz9NhnKwVsOp1vnlSvYV7qb9qSpsSnvKJQtcpON/MRRnhNHbrKRn9Ioql+Gc24JsDu+W9iWwE1AUk36CnAHsD++8PIMsK9zzi1/pfLBzEaY2Q1mNsnMFpnZB2Z2SRjDkw7XxczOM7P3zWyWmT1qZptErrmrmTkz+/qK/r9u3Djz5s3LOwplTSX7+XDafE6/5y0ueuh9Zi1Yyvqr9OaKQ8fyna+uutKFF6hsN+3N4rmL845C2SI32chPHOU5ceQmG/kpjaJHkDvnPjOzbYCjgCOBzYEu4XAj8AK+YHP9igb6542ZrQE8BQwG7gfewo/v+QGwu5lt65ybFoJfCJwKTAA+wY/xedTM1nHOTU5dsxdwLXCrc+6PK4qD1oGJM3To0LyjUNZUop+FSxq5/dlJ3PvSZzQ2Ofp2r+eY7Uay87oD2nQmlkp001H0XaVv3lEoW+QmG/mJozwnjtxkIz+lUewgfgCcc0udc9c557bDT5M8BBgGdHfObe2cu7rcCy+B3+MLLyc75/Z2zp3hnNsJuBhYGzgfwPyT1fHAjc65bzvnTsF3leuDL8ik+RV+sc8ftCYCGsQf57PPPss7CmVNpfl5+t0ZHH/zq9z9wmSamhx7rj+Ya4/cgF3WG9jm00hWmpuOZNans/KOQtkiN9nITxzlOXHkJhv5KY2SCjBpnHONzrmpzrkpFVJoAcDMVgd2Az4Arig4/FP8lNGHm1lPYBDQA3guFSb5e1TqmtsDJwAnOuemtyYeM2fOLCH2tcF9992XdxTKmkrxM2XWIn72h3/z84nv8PmcxawxqAcXHbge3995NL27tc804pXiJg8m3jsx7yiULXKTjfzEUZ4TR26ykZ8406dPHxg7VlQBxszeM7Nnigj/uJm9W8z/6EB2Cq8POeeWGZnonJsDPIkvtGwFTAUWAJumgm0WXj8EMLPuwHXABOfchNZGQgWYOPfee2/eUShryt3PksYm7np+Esff8irPvjeT7l06MX7cSH538BjWGdarXf93ubvJk4kT9BAaQ26ykZ84ynPiyE028hNn9uzZg2LHiq3+HI3vHtVaRgAji/wfHcXa4fXfkePv4Fto1nLOPWJm1wAnm1lf4FN817E5NE8TfR7QAJxYTCSsRwMX/Ok/xca9Jui86cFyk0G5+3lv6nw+mbEQgO3XauC47UcyoFeXFZzVNixdWjGNwR1O4xJNHBJDbrKRnzjKc+LITTbyUxpWzCRhZtYEfOacG97K8J8AQ5xzZTdSPRRIjgWOdc5d18Lx84GzgLOccxeYWVfgZ8DB+ILKP4EfOeeeN7Mt8ZMBHIGfie2/gPH4rmf/wo+xebKleEycOHHh559//uWvQp8+faY2NDR80XYprVymT58+UC7iyE8cuYkjN3HkJhv5iSM3ceQmG/mJs2jRorX33HPP3i0da58O6ICZ9cEPkJ/RXv+jnUlGFTsA59wi4MywNQcy6wLcAPzJOXebmZ2CL+ici++GdjbwoJmt6ZybUvhP9tprL60MJoQQQgghRCvJLMCY2QbARgW7u5vZEVmnAf3ws3TVAc+vRPzak2Q6ldi8kH0KwsX4KbAKvrsZwGnAI865nwGY2dv4iQJOBH5SYlyFEEIIIYQQrLgFZh+Wf+juA9zYimsbsBi4oIR4dQRvh9e1Ise/El5jY2Qws42B04HxzrlPQ6vTcJrHxeCc+8jMvgDGrHyUhRBCCCGEqG1WVID5APhH6v04YAnwdMY5TcBs4HXgFufc2xlh8+TR8LqbmXVKz0RmZr2BbfEzj7U465qZ1eO7jj3qnLu+4HDXgvfqJiaEEEIIIUQbkFmAcc79D/A/yfswiH+6c27H9o5Ye+Oce9fMHsJ3/ToRuCx1+Fz8Ap1XO+fmRS5xJrAmsHfqmrPN7FNgdzOrd84tNbNxQG98gU4IIYQQQgixEhQ7C9mRwALn3F3tF6WOw8zWwM8eNhi4H3gT2BLYEd91bBvn3LQWzhsDvAT80Dl3RcGxk4Hf4VtungUOxbfAtDiIXwghhBBCCNF6iirAVCNmtirwc2B3YAAwGbgPONc5N72F8HX4Qs8iYJwrEGhmhp95LD2N8qmxaZSFEEIIIYQQrafmCzDtgZlZYcFGeOQmG/mJIzdx5CYb+YkjN3HkZnnMbCQwwzk3J++4lBtyE6c93LTbOjC1hJnthZ9ueia+29hrwHxlfnKzIuQnjtzEkZts5CeO3MSRmzhmdjhwKr6nSi8zuw+43jn3VK4RKwPkJk57ulELzEpgZmOBa4DN8bOzJbONPQAc75ybnFfc8kZuspGfOHITR26ykZ84chNHbuKY2UDgt8Dh+FlppwJD8TO1fg6cAPzRObc4t0jmhNzE6RA3zjltJWz4GcieByYBpwDbATvha22agP8DNgthO+UdX7kpn01+5EZu5EduymOTmxX6OQiYC1wLrJHafyF+yYx3gIPyjqfclNfWEW5yT2SlbUkGBvwIWAp8v+D4WOCukPHdAfQJ+y3vuMuN/JTrJjdyIz9yIzflteGHGTwLzAFGFHhrwC8n0Qg8h59ptWb8yE3+bjohisI1L3i5Pb6p+WH4cnYynHOvAb8GXgQOAI4M+6u+r57cZCM/ceQmjtxkIz9x5CaO3GQTZlTthC/ATQZmmFnnxJvzs7TeCtwLbAYcG/ZXvR+5idORblSAKQEz6wXUhW1W2J2W/zJwSfj7KDNbLZxnHRTF3JCb5UmnTX48ZtaQPCik9skNYGYDzKx7+NvCq9wEzGw9MzvFzBrCe5Of5bFm5CaC3HjMrL7gfafwQNkT6IPvZjfEObfEzL58bnTOfQxchZ/0YF8z2zScX1V+CpGblklNdtEhblSAiWBmXcxsUMjglsE5Nxf4At9MdmCyO3V8KfAI8Af8jCZfD/urovRtZl3NbIyZjTSzEeljte4GwMx6mtmVZvaDsCv9xa1pP2bWy8xuByYAa6ePyY31MrMLgL8CV0Jz2mrdDYCZ9Taz3+NnhjoZX8OH89S0HzPrbmbfMLNdzGwX+NKL3Pjfq2Fm1ju1z0Dfq5DnnA1cYmbnmdne0Nw65ZybATwWgh+ZPpbiJXx+vhqwTQhT8X6Cmx0ixzrVuJseZnaMmY03s2PNbHXwaTOzuo5yowJMC5jZicDfw/YfM7vUzNYOx7qEYLeH12+a2eDwwaV9fo4f/LcE2CCpUa10zOwk4Em8m7eAh81s93AsKT3XpBsAMxsGvA0cD5xmZgOcc41m1inV4lCTfszsR8Bn+IeAF4AZqWO17ua7wIfAd/HN7rMTJ7XuBr68d6bgHzKbgFHA8HCscwhWk37M7GR8oe4u4M/AQ2Z2gflFmhNq1c0P8P3snwHeMbPfm9nYggelWnVzJPAR8GP8Q+ZZwL1mdpWZbZQKeg+wGNjDzNYJ56Yr5WYAj+MLfsnxZVrXKw0z+w5+oPnfkofzApL7pxbdnIy/b64Efg9cDbxoZoclQcJr+7txZTDgp1w2YCt8ZrcEeB14Av9Q0YTPADunwq6KL2HOB06IXG9z/NRxr+WdtjZwsy1+ppbFwF/wzX83BDfvsuwsEzXlpiBdg/EPoJ8FN/8d9lsqTE35AfYI90gj8L/hfe9I2JpyE9JzREjPn4B9gP5y82V6vp66d+7Czw51S/hu7VfLfoDVgfuBBfj+5GcDp+MrlmYB+9Swm3WAR8N98zBwG/C3cN/8p8DNqFpyE9KzKzAtpPub+Oltd8RXTDbhW52GpvzcHfb/vOA6yVIcG+KfDV7PO20r6WUocH64bxaENF+WEX6VGnIzKvx+z8K3nJwUfq8uCumfBgzuSDe5SymXLfwwvoKvyToeWDXsHwm8GT6Eo1PhuwDHAYuAp4AxYX9d6sOpA97A1xwO7sj0tKGXOvx0eO/hm/y+l7gJx68Mbg6tNTcRX+PwtRP7Bi+LgfXDsfpa8oPvB3tz8PAscFj63im8z2rJTUiHAX1DWl5J0poRvpbcjKL5gfNxfA1x8kB1Xtj/7fC+pr5XKUe/wNcSnwuMSu0/PPg5tRbvnZCWy/EPoD+h+be8E34K1/n4Csp9w/7uteKG5pmgbsRX1G5acHwt4I/h/rk2lfa98S1RHwB7hP31NOfbffEFvAdDvlZxs22F78gZNP9eHYR/9msEtomcY8C3asBNr/Cdmgv8ChhZcPy+4O20jnSTu5hy2IBB+JaXGSxbM5P8MCYPoxMKzhsN3BmO3dzCdYeFD+/Z5FqVtuGnvPsffC3orqn9SUb4nZD+fQrOq3o3EV+bhQxvKH56zmXuG5p/EKveD76Lz+0hjT9M3zv4wk1fYAMK1lbA94mtajeptIwL6TwgvK8DxuBrSH+In/1oeCrDX6MW3OBbpd7Dd29Zp+BYMv7lyhbOq/rvVUjHmiGNT6T2JXnLOPzg2D1r1M3YkMZHUvuS78+a+G52TfjCSlIoronvVUhLP/zv+SSgZ9hXnzr+FWBhcDEu7BtCc8XBK8DAgmueGI6dlXf6VsJLF+D7+Cmze4d9/y+k649Al8h5DTXgZt2QhgsL9ncPr98Mx38a3qenTG43N7mLKZctZGr7pd5/WRoEtgiSL01/OOHvTfBN0k3AT4FBYf+awKX4Wo5D8k7fSrrZBWhoYf/GwL+SGxPoVnC86t204OTb+FaXXvgH9U9D+r8ZjndJha16P/iHqY/x3Q5H4x8EjsXX2MzCVxo8h39Y7xzOsVpwE9LzXwX3xxH48UFLwv4m4FXgpHC8Uw25WY9lu+0mFUpb4mvRr8PX5lnBeVXvBz+gfCa+S0fa0br42sxJ4bu3QepYTXyv8LW+TcDF4X23JP3h9dpwfD6ha0s1u2HZ5xXD/zY9j29RGtJSWJor355MHetLc037s8B44KvAacD7IZ9aPe/0luomvO8P9C14//eQ5oMzrtO7BtyMB4ZFjn03pP37LVyn3dzkLimHD6Wu4H2X8DosiF6uCQv4WpB/TuSaO9I85uE9fGn9eXxN/G3AgLzTXaKbFt+HL/Uh+H6yTfiuZW/jxwwdRKoPf7W4ifho6V4Zj28S/Up4nww6fjEVZkjq752qwU/GvdIb+Dn+x/98mltk3gYm4mtBkwf1/yI8NFTTvdPSfUPzg8L4kL5dgJ3xhd9k3YkD8Q/pSW3odtXmJuKn8MexsICyXUj3sxnXrAo/MTf4Gfxex3d7+j5+Fp/x+IqC5Ps1Nfx9I7BeDbhJ8pydaC74JzXE6ULepfjWlKX4yrc1q9DNGOAb+B4BgwqO9ab5oXzrAndJIa8TvpWmCdgrde4gfAFwZjiWjBN5khV0gS2XLctNQbjku3YAYZxG1udf7W4oyJcLHP04pHXXyHXbxU3uwjrwgxmGf5C6BN9neI8izj07yP5aeN/Sg+vmwO/Cl/4NfEnz0LaIezm5wTezHhp8TMXX1BwAXBzSPodUd6FKd9NaP6kv8tn4Vpd0S8tjNNfq3Y+vdUg32Vesn1a62RDfypLcM8cDnYGu4fh4fCvNJ4RxDTXkJumCeSu+sPIkqZZMfAvDz0KYp6vFTWv9RM7rHO6Xz4G1M8JVrJ9W3jsn4Asq6QeCqfhuGZuE438K+++sFTf49SeeDuk+PbW/O3AwMA84B7gp/L1XwfmV7GYIfrKLeal74jl8xWJdKtyZ4di9LVwj+S1LumpewvKVCtvgW9LPAHbPO91t5YaC1qrU30nF29mRa6fPq1Y3dRnnP4x/7lmlI93kLq6DPpwz8LWYs/HdVpIa34tJDdhr4bzkg/tj+sOJ3eTJMVIDKst9K8UNvn/+qS2kfQ/8Q8XjFAzyqkQ3pfgJmf1b+H7GSZeoTcM5jeE6t+Inh6j6eyeESwYQ/xXYIrU/qe3rgR8Y2ETzrG31Bf+rWt2sQvMPxpeDIFm2ANyZ5trQHVr4XxXlprV+Inmy4R9QH8TXlK/WUphK9lPEvVOHHx+1D35w+t+BEQXXWgc/qcgiYMdKv3dW4GZsCNMZ2D917Hf47ipX43/Hn8XXNCcVk0eE8yo9zxmDb3X6NPg4Ad/FcA6+temsVNj++O67X9aat5D+7UKY2xIfeaexI9wUnJc8A24T8pvpZFSaVOJWqpvU+QNC2AnhfYdNUpC7vA74cM4JH8L/4Qca9cR313gwfHn/QnM3spaayLqGzPLukKGlS+WdC8JGS6jluBXrpqUbk2VnahmO7042hYKSeKW5KcFP8nob8ErqGkfg+6MnP6Z/jvyvivJTjJsQfiS+WbrwRzK5d/YI571Ug24uCvvnEMa6pI4l4z5uwvfZ37mS3RTrp6U8OexPZkr6evo+qqV7J3Vv9MB3b7mUZbsn1uF/v24L9863asVNCH8mzWMQk2lx7waGh+NJ995zK/2+CXH+RUjPCTR3nesK7E7z78/uLN/t59mC6yQP7WuH449R+RMXtMbN11ZwjQtDuBtS+9bFj8nrmnca83ID7BDCnFKwfwR++vZ2K9DkLq8dPxTDT8X5Pr50ObTg+KZhfxPw67CvpQLMbhQMTsIPZtsf3xWmb95pzdHNl1NMpvZNwnfvWK4FplK2Uvykjj2KXyPnq/iavib8mIYz8bWgSwkDaykoAFfCtjJuItdLHsKSzPL2lu61SthKdYOvDf0i7L+IMIaMZbsZPhqOb5l3OjvST+G9QPPD1Wkh3EntHe9yd4PvLtZEmOYf//CRrmj7ezi+W97p7Cg3qWPD8T0Gvk2Yzj517HvhnH3aM/4d5KgPfgmINwq8Jd+XpMvYc8DosK878HLY/7MWrrkFy95vFTf9b6luCs5Pvmdr4sdMNQH74Z//3saPkVqvvdNRbm5ofv47P4RJlovoh69geAR4gIxxRisd/7wFtvOHk9TqXtPCB9MHv4poUsJMHioLB7P9Fl97s154vx2+SXoRvkmxIh/UV8ZN6hrprnTd8HPuNwE/yTt9OfnpATyU2j8ZX2uzSTieTBn4XN7py+veSX2vCmfGSfoYV0Rf87Z0E44dFvZ9ge93nHQ/TPfbv7Mj01IufgrznbAv+S6dEwtTadtK3DtJ4f+Fguv1wK+fsxD4Q97py+G+yWw1wFcKfEaFPnyGNCQP1/3xa3T8m1QBL3W8O80TPPyY5oqjbfAtU0vw44mSmde2D34+BzbLO50d7Ga5Lqipv0/BV0JOD+FnAuPzTmtebkKYV/BjNwfgF4O/DN+9c7keBW29daKKMLPC9IwIr0vCayfAATjnZuNn43Dh2C/C/sbkcuF1HP4D6mVmZ+DXRPk+vpZ9pHPuozZORrvQxm4I75vCtTfED6o8BZ/p3Rb2GxXCSvo5L7wuxA8efQU/l/zhwJnOuZfCeVfg+6M/a4F2SEqb05b3jgs5Xure2QC/QNaB+EGE97dLItqJNrpvcM7diq8sqcfPGnWJmR0N/BL4Df4H88bwPyvivoG2z3dSaf93eN2+MEyl0BZuwrEH8V3INjGzK81snJnthK89vRDfpfea8D8r4t5pi++Vc25p5Nrrm9llwNb4qZbfaMOotytmto2ZbWlmm0JzPoqvUH0B3/qWuMI512RmnZxzC/APlkvwXYV6h+NP4SdReQ0/C+SrZvYq/jd8a3z+82JHpG1laUM3fcP1LH0dM9sEWB9/7/XDjxcZ5Jy7qv1Tt3K0tZvUddfBr7s0DzgaP3bmRPwC1g3OucvbNWF5lwTboCS5B352py9reGmu5d0YX3JczPIrh44B3gFuoHkw4KbJNcLrCHztxOv4KYKb8DXsa3ZE2srVTdhWx/c/vhifwTUB9xD6F1fC1sZ+tgjH1ghe+qXCdyJVo553uvO8d8LrKHzFwK/wze9N+B/MIR2RtnJ0E473wa94ncws1YT/YXiAFro2lOvWnvdOKuyIcI2nKFgcrZy3drx3dsE/jCT3TfL3nyvl3mnnPMfC9S8BnglhriU15X85b/iJGl6meZaoRuAKYKNwvCdwfUjX8RnXScaOHZfaZ/gxiheH++Uf+DF3a+Sd7jzdsGzLy6k0T0v+AC1MHlKOWzu6Sb6jB+BbpJLv3cN04PNx7oJX4oMZji/tNeGbgfcK+wt/6G4OYf6KfzgYgq/tfQDfxWcVfOtBE3BkwbnJFKdNIYP8Rt7pLiM3v0ld/0kqZLrAdvRzVAv/p+L6DHfQvXMZzd2lnq2Ue6cj3ITzV8H3P98N2DjvdJebn3CNsfgf1eVm1irHrT3d0PyQvhW+9eFy/ID+7fNOd95uUueugh/8PxdfgGn1Mgo5uxmML2glhfVr8BU/n1NQ8UNzN9R/UVAwo/mBc4/UeUk3skLPyy1aXY5bR7oJ50+ncn6r2t1N2P+T1Lkd/p3KXXSJH84WNM9v/wa+BHg3zYNf0/1jh4YPMFnZega+FDqT8NAJnBSOHRPeJzfvSHw/vuVWFy3XrQPdNADHAOPyTnOZ+anIAegdfO8Mxte0Zs76Uk5bB7ipuMKu/JSNm4qdIaoD3HRKXWd1YKu801yEmwH4ruoz8N1L100d2xlf+TOZMLV6SGOy5tjpLVyvDl/wnwvcnvaTnJ93msvVTSVtHeQmvTDsUbmlNW/ZJXw4dfi+8k34WqbV8IOM5gPHFoRNMq9R+Bkj7sDX9JwD9EqFOyFc7+j0/yn8oMp960A3FZPR5eGnEreOvncq6R7SfSM/ciM3OfjZHV9Au5zlJ9DpQXOL1G6p/V/DFwKnATvS/ByTVB6tH86ZkHf6KskNlfV71SFuysFJ7rJL/ID2JDXzA7AvvqnscUL/OyKlZ1qYrzt80E2kZnap1E1u5Edu5EZ+ymeTG7kp0c3qwA8JBTSaC3HJ60UhrfsUnPfbsP8ZYO/U/mHAdfjxEBXRHV5u5CYzrXlHYCU+pK6pv/viZ+hpAn66gvPSa5b0Ao7FdxO7Nu80yY385L3JjdzIj9zITXlsQJ+MY/cET6PTPsID5yXh2Dz8uKhzgFvx3e9upx3X5pCb/LdacZN7BNrwA9sSP13k28C2YV+s5qYHvi/gb8I5/yTMIlWNm9zIj9zIjfyUzyY3crOSjrrjp799rSU/QBf8sgbv4B9IF+InSDg777jLjdy0WXryjkAbfjDd8AsxNeEHMHUJ++sLwvXFrxQ/Dd/X9hYqZNYNuZEfuSmfTW7kR27kpoPdJGMIN8R3tft9S25S4QcAG+Cnre+bd/zlRm7acksSVRWY2VeACfimsBOcc/ekjplLPkmzo4B1gDucc//KI64djdxkIz9x5CaO3GQjP3HkJo7cZGNm38VPk7u/c25Can8foNE5N8/M6lwFLvC6sshNnGpzU20FmDr82i3XAH8ADnbOLTCzQ4Aezrnrco1gjshNNvITR27iyE028hNHbuLITTZmdgt+DZwG59xcM+sCbA3sD8x3zp2eawRzRG7iVJubqirAAJjZEHymtwd+RpKewOH4lYnXdc59lmP0ckVuspGfOHITR26ykZ84chNHblrGzIYCTwOvOue+aWYbA98AjsMv2HmOc+6X6ZaqWkFu4lSlm7z7sLXVRmpOavwCi/PxfWib8Cvwjsw7jnJTnpv8yI3cyI/clMcmN9legF2Di6vxrVTPh/cT5UZuaslNfbRkU2E455yZDcI3hR2NHwj4MnCqc+6xPOOWN3KTjfzEkZs4cpON/MSRmzhy0zIuPIUC24TXzYCjgPeAXZ1zj+QRr3JAbuJUs5uqKcCEvnzHAb8AZuEH/l2db6zKA7nJRn7iyE0cuclGfuLITRy5iWNm9cDo8HY08CPn3GW5RaiMkJs41eqmqsbAmNn++KnfznfOLcw7PuWE3GQjP3HkJo7cZCM/ceQmjtzECW7WAn7jnFuUd3zKCbmJU41uqq0AUzmDjzoYuclGfuLITRy5yUZ+4shNHLmJIzdx5CZONbqpqgKMEEIIIYQQorrplHcEhBBCCCGEEKK1qAAjhBBCCCGEqBhUgBFCCCGEEEJUDCrACCGEEEIIISoGFWCEEEIIIYQQFYMKMEIIIYQQQoiKQQUYIYQQQgghRMWgAowQQgghhBCiYlABRgghhBBCCFExqAAjhBBCCCGEqBhUgBFCCFHWmNloM2syM2dmYzPC9TKzuSHcbgXHBpnZBWb2aggzz8xeM7Pzzawhcr0GMzvSzCaY2VtmNiec94aZXWRmwzPi68zMhfdbmdk9ZjbZzBrN7JKV0CGEEDWPCjBCCCHKGufcB8DD4e13MoIeCPQEPk6Fx8y+CrwFnAGMBToDBowBzgJeNrO1W7jeWcBNwL7A2kAT0BVYFzg1nLdBVtzN7ADgcWA/oDvQmBVeCCHEilEBRgghRCVwXXg9zMw6R8IkhZubnHNNAGY2CpgINIRrrIMvSPTEF2YeBFYF7jWzuoLrfQpcCGwC9HbO9cUXYDYD/gIMAm43M8uI9/XA/cBqzrl+QA/gklakVwghRARzzuUdByGEECITM+sCfIIvNOztnLu/4PhawNuAA9Zwzr0f9t8KHApc6pz7QeS6zwEbAvs75+5pZXy6Ai8B6wE7OOceSx0bDbwf3j4JbJ8UqIQQQqw8aoERQghR9jjnFgO3hLdHtxAkaX35e6rw0h3YP+y/KOO6SaFl1yLiswj4a3i7bUbQ36rwIoQQbUt93hEQQgghWsl1wA+BPc1siHNuCkDo+nVECHN9KvxmQJfw97MZPb26h9dVCw+Y2TrAScD2wGigF378TJoWB/MHns44JoQQogRUgBFCCFEROOfeNLOngG2Aw4DfhkO74wsRs4B7U6cMS/09pBX/okf6jZkdBNyMH/QPfhD/LGBReN8LP5amZ8Y1p7bi/wohhCgCdSETQghRSVwbXtOzkSV/3+GcW5Dan/zGzXDOWSu2HZITzWxQ+F+dgTvxrTndnHP9nXNDnXNDgYuT4LHIOuc065gQQrQxKsAIIYSoJO4CZgNjzGxzMxsI7BWO3VAQdkp47W9mQ4v8P3vgW1jeAA5xzr3onFtSEKY1rTpCCCHaGBVghBBCVAzOufnAHeHt0fgZxroArznnni8I/gKwNPy9b5H/akR4faWlQfhh6uSdirymEEKINkAFGCGEEJVG0o3sIODY8Pf1hYGcc3OACeHtOWYWbTExs3oz65XaNSu8jo2s83IssEZRsRZCCNEmqAAjhBCionDOvQi8DPQDxgCLgVsjwc8ApuMH9D9lZvuENVwAMLM1zewU4E38OJeEh/FryowFLjWzfiF8HzM7DbgCmNZmiRJCCNFqVIARQghRiVyX+nuic+6LlgI55z7Az1I2CVgdP0vZXDP7wswWAu/gB+OviS+wJOe9DVwS3p4EzDCz6fjC0K+BR4Cr2jA9QgghWokKMEIIISqR9HTJhYP3lyGMjVkH+DHwFDAH33qzAD9O5lfA5s65xwrO+yFwHPBP/NTJ9fiWn1OAr9M8vkYIIUQHYs65FYcSQgghyggzOxTfbexTYJSmKxZCiNpBLTBCCCEqkfHh9QYVXoQQorZQAUYIIURFYWbfBb6K79alcShCCFFj1OcdASGEEGJFmNkI4AmgN9AQdv/aOTcpv1gJIYTIAxVghBBCVAL1wCigCXgfvxbMr3KNkRBCiFzQIH4hhBBCCCFExaAxMEIIIYQQQoiKQQUYIYQQQgghRMWgAowQQgghhBCiYlABRgghhBBCCFExqAAjhBBCCCGEqBhUgBFCCCGEEEJUDP8f57VC3UdLf38AAAAASUVORK5CYII=\n", "text/plain": [ "<Figure size 864x576 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax1 = ef.plot(x='Dedication date', y='film_frac', ylim=[0, 1],\n", " xlabel='year',\n", " ylabel='temples using filmed endowment',\n", " title='transition to the filmed endowment presentation',\n", " yticks=np.linspace(0, 1, 6),\n", " legend=False,\n", " xlim=['1920-01-01', '2020-01-01'])\n", "ax1.set_yticklabels(['0%', '20%', '40%', '60%', '80%', '100%'])\n", "add_bg(ax1, 'f', False)\n", "\n", "m_t = ym[['Membership', 'Membership (min)', 'Membership (max)']].divide(ym['number'], 0)\n", "m_t.index = ym['date']\n", "m_t.columns = ['historical', 'projected (min)', 'projected (max)']\n", "#ax2 = m_t[['historical']].plot(xlabel='year', ylim=[0, None], legend=False)\n", "#add_bg(ax2)\n", "\n", "m_a = ym[['Membership', 'Membership (min)', 'Membership (max)']].divide(ym['area'], 0)\n", "m_a.index = ym['date']\n", "m_a.columns = ['historical', 'projected (min)', 'projected (max)']\n", "#ax3 = m_a[['historical']].plot(ylabel='members per square foot',\n", "# xlabel='year', ylim=[0, 3], legend=False)\n", "#add_bg(ax3)" ] }, { "cell_type": "markdown", "id": "cb122364", "metadata": {}, "source": [ "With that context, the chart below shows the church membership per square foot of operating temple space over time. The region at the right of the graph is based on best and worst case projections for membership growth. Best case growth is a continuation of growth rates since 2000, worst case is membership stays at 2022 levels for the rest of the decade.\n", "\n", "We can see two distinct eras in the data. Pre-1950, there were roughly 1.0 (or fewer) church members per square foot of temple space. During the transition phase where the filmed endowment was introduced, this number increases significantly, reaching a new level around 2.5 members per square foot. This number was able to increase because the filmed endowment made more efficient use of space in the temples. Remarkably, that number stayed relatively stable between 2.5 and 3.0 members per square foot up to 2020, through the surges in construction activity in the Kimball and Hinckley eras. Those construction surges mainly had the effect of keeping up with membership growth more than anything else." ] }, { "cell_type": "code", "execution_count": 17, "id": "27588737", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "<Figure size 864x576 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "lw_default=2\n", "#ax1 = m_t['historical'].plot(ylim=[0, None])\n", "#ax1.fill_between(m_t.index, m_t['projected (min)'], m_t['projected (max)'],\n", "# color=clist[1], lw=lw_default)\n", "#ax1.legend(['historical', 'projected'], loc='upper left')\n", "#add_bg(ax1, 'fkhn', yval=0.65)\n", "\n", "pl.figure()\n", "ax2 = m_a['historical'].plot(ylabel='members/sq. ft.', ylim=[0, 3],\n", " title='membership vs. temple area over time')\n", "ax2.fill_between(m_a.index, m_a['projected (min)'], m_a['projected (max)'],\n", " color=clist[1], lw=lw_default)\n", "ax2.legend(['historical', 'projected'], loc='upper left')\n", "add_bg(ax2, 'fkhn')" ] }, { "cell_type": "code", "execution_count": 18, "id": "f69fabff", "metadata": {}, "outputs": [], "source": [ "#total_area = td['area'].sum()\n", "#total_area, total_area*2.5\n", "## result: 9.5M sq ft, 24M members" ] }, { "cell_type": "markdown", "id": "311a0335", "metadata": {}, "source": [ "The new construction boom under President Nelson is projected to take us, by the end of the 2020s, into a new era where the membership relative to temple space is at levels not seen since the 1970s when a majority of temples were using live actors to present the endowment. At historical temple usage levels (2.5 members per square feet), the estimated 9.5 million square feet of announced temple capacity would be enough to serve nearly 24 million members, a number that the church is not likely to reach any time soon.\n", "\n", "This has various significant possible implications for the future. We can expect many of the temples, especially in areas with low membership population, to have relatively sparse schedules. It's possible this is a deliberate choice, bringing temples close to people with the understanding that not all of them will be open with a full schedule every day of the week. A second implication is that there will be an expectation from members to use the temples, and to help staff the temlpes. We can likely expect an increase of messaging in general conference on this subject over the next decade." ] }, { "cell_type": "code", "execution_count": 19, "id": "abf066ca", "metadata": { "tags": [ "javascript" ] }, "outputs": [ { "data": { "text/html": [ "<script>\n", "code_show=true; \n", "function code_toggle() {\n", " if (code_show){\n", " $('div.input').hide();\n", " } else {\n", " $('div.input').show();\n", " }\n", " code_show = !code_show\n", "} \n", "$( document ).ready(code_toggle);\n", "</script>\n", "<form action=\"javascript:code_toggle()\">\n", "<input type=\"submit\" value=\"show/hide source code\"></form>" ], "text/plain": [ "<IPython.core.display.HTML object>" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Setup show/hide source code box\n", "from IPython.display import HTML\n", "\n", "HTML('''<script>\n", "code_show=true; \n", "function code_toggle() {\n", " if (code_show){\n", " $('div.input').hide();\n", " } else {\n", " $('div.input').show();\n", " }\n", " code_show = !code_show\n", "} \n", "$( document ).ready(code_toggle);\n", "</script>\n", "<form action=\"javascript:code_toggle()\">\n", "<input type=\"submit\" value=\"show/hide source code\"></form>''')" ] } ], "metadata": { "jekyll": { "description": "analysis of the publicly available data", "layout": "post", "permalink": "/temples/", "title": "What does temple construction cost?" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.13" } }, "nbformat": 4, "nbformat_minor": 5 }