diff --git a/Outreachy_Iyanujesu_2023/outreachy_Iyanujesu_task_2/SDG Mapping Prototype docs.md b/Outreachy_Iyanujesu_2023/outreachy_Iyanujesu_task_2/SDG Mapping Prototype docs.md
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+## SDG Mapping Prototype
+
+This document outlines the Sustainable Development Goal (SDG) mapping prototypes developed for various land sector datasets. Each section details the specific dataset used, the attributes analyzed, the rationale behind the mapping, and the outcomes of the process.
+
+---
+
+### Climate Dataset
+
+#### SDG 13: Climate Action
+
+*Dataset Attributes*:
+- `Value`: Represents various climate zones, including Warm Temperate (Moist/Dry), Cool Temperate (Moist/Dry), Polar (Moist/Dry), Boreal (Moist/Dry), and Tropical Montane.
+
+*Mapping Explanation*:
+- The dataset's classification of areas into specific climate zones provides vital information for climate action initiatives, helping identify the most vulnerable areas and informing suitable mitigation and adaptation strategies.
+
+*Python Mapping Result*:
+- All entries were mapped to "SDG 13: Climate Action" due to their relevance to climate categorization and the implications for climate change mitigation and adaptation.
+
+---
+
+### Soil Dataset
+
+#### SDG 15: Life on Land
+
+*Dataset Attributes*:
+- `SNAME`: Soil name abbreviation.
+- `IPCC`: Classification of soil types according to IPCC categories.
+
+*Mapping Explanation*:
+- The dataset's classification of soil types is crucial for understanding land health and usage, biodiversity, carbon sequestration, and other ecological factors.
+
+*Python Mapping Result*:
+- All soil types were mapped to both "SDG 15: Life on Land" due to its importance in land ecosystem health.
+
+---
+
+### Global Biodiversity Hotspots Dataset
+
+#### SDG 14: Life Below Water & SDG 15: Life on Land
+
+*Dataset Attributes*:
+- `NAME`: The name of the biodiversity hotspot.
+
+*Mapping Explanation*:
+- The dataset identifies areas critical for biodiversity conservation. The `map_biodiversity_to_sdg` function categorizes these areas into either marine or terrestrial hotspots. This distinction is based on a predefined list of locations known for their marine biodiversity. If a hotspot is on this list, it is mapped to "SDG 14: Life Below Water"; otherwise, it defaults to "SDG 15: Life on Land."
+
+*Python Mapping Result*:
+- Entries corresponding to known marine hotspots, such as 'New Caledonia', 'Caribbean Islands', 'East Melanesian Islands', 'Polynesia-Micronesia', 'Coral Triangle', and 'Madagascar and the Indian Ocean Islands', were mapped to "SDG 14: Life Below Water."
+- All other entries were mapped to "SDG 15: Life on Land" due to their relevance to terrestrial biodiversity conservation.
+
+---
+
+### references
+SDGs - https://sdgs.un.org/goals
\ No newline at end of file
diff --git a/Outreachy_Iyanujesu_2023/outreachy_Iyanujesu_task_2/iyanujesu_SDG mapping_task_2.ipynb b/Outreachy_Iyanujesu_2023/outreachy_Iyanujesu_task_2/iyanujesu_SDG mapping_task_2.ipynb
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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "1d8c8db8",
+ "metadata": {},
+ "source": [
+ "# SDGs Mapping for Land Sector Data\n",
+ "\n",
+ "## Objective\n",
+ "To identify which Sustainable Development Goals (SDGs) align with land sector data, focusing on factors such as land use, environmental impact, and social implications.\n",
+ "\n",
+ "## Introduction\n",
+ "The United Nations Sustainable Development Goals (SDGs) consist of 17 global goals designed as a \"blueprint to achieve a better and more sustainable future for all\" by 2030. The alignment of datasets with these goals helps in making informed decisions to address global challenges.\n",
+ "The 17 Sustainable Development Goals set by the United Nations, which are:\n",
+ "\n",
+ "1. No Poverty\n",
+ "1. Zero Hunger\n",
+ "1. Good Health and Well-being\n",
+ "1. Quality Education\n",
+ "1. Gender Equality\n",
+ "1. Clean Water and Sanitation\n",
+ "1. Affordable and Clean Energy\n",
+ "1. Decent Work and Economic Growth\n",
+ "1. Industry, Innovation, and Infrastructure\n",
+ "1. Reduced Inequality\n",
+ "1. Sustainable Cities and Communities\n",
+ "1. Responsible Consumption and Production\n",
+ "1. Climate Action\n",
+ "1. Life Below Water\n",
+ "1. Life on Land\n",
+ "1. Peace and Justice Strong Institutions\n",
+ "1. Partnerships to achieve the Goal\n",
+ "\n",
+ "## Methodology\n",
+ "The datasets were thoroughly reviewed, and each was mapped to specific SDGs based on its implications, impact, and the broader objectives of the SDGs."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 49,
+ "id": "d95173d0",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import geopandas as gpd\n",
+ "import matplotlib.pyplot as plt\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 62,
+ "id": "579313d6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Load the datasets\n",
+ "soil_gdf = gpd.read_file(\"World_Soil_Resources_wgs84.geojson\")\n",
+ "climate_gdf = gpd.read_file(\"IPCC_ClimateZoneMap_Vector.geojson\")\n",
+ "hotspot_gdf = gpd.read_file(\"CI_BiodiversityHotspots.geojson\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 63,
+ "id": "c12e0af7",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Create bar charts\n",
+ "soil_counts = soil_gdf['SDG_Mapping'].value_counts()\n",
+ "climate_counts = climate_gdf['SDG_Mapping'].value_counts()\n",
+ "\n",
+ "fig, axs = plt.subplots(2, 1, figsize=(10, 12))\n",
+ "\n",
+ "# Soil Resources bar chart\n",
+ "axs[0].bar(soil_counts.index, soil_counts.values, color='green')\n",
+ "axs[0].set_title('SDG Distribution in World Soil Resources')\n",
+ "axs[0].set_xlabel('SDG Category')\n",
+ "axs[0].set_ylabel('Number of Records')\n",
+ "axs[0].set_xticks(soil_counts.index)\n",
+ "axs[0].set_xticklabels(soil_counts.index, rotation=0)\n",
+ "\n",
+ "# Climate Zone Map bar chart\n",
+ "axs[1].bar(climate_counts.index, climate_counts.values, color='blue')\n",
+ "axs[1].set_title('SDG Distribution in IPCC Climate Zone Map')\n",
+ "axs[1].set_xlabel('SDG Category')\n",
+ "axs[1].set_ylabel('Number of Records')\n",
+ "axs[1].set_xticks(climate_counts.index)\n",
+ "axs[1].set_xticklabels(climate_counts.index, rotation=0)\n",
+ "\n",
+ "plt.tight_layout()\n",
+ "plt.show()\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "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": "3.11.2"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/Outreachy_Iyanujesu_2023/outreachy_iyanujesu_task_1/Iyanujesu_Task_1_EDA.ipynb b/Outreachy_Iyanujesu_2023/outreachy_iyanujesu_task_1/Iyanujesu_Task_1_EDA.ipynb
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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "2060cfda",
+ "metadata": {},
+ "source": [
+ "\n",
+ "# Land Sector Management and Exploratory Data Analysis (EDA) for Nigeria\n",
+ "\n",
+ "## Introduction\n",
+ "Land management involves the processes and decisions that affect the land's use and resources. Responsible land management is crucial for ensuring sustainable agricultural practices, biodiversity conservation, and overall environmental quality. In this project, we focus on Nigeria, a country with diverse ecological zones ranging from deserts in the North to tropical rainforests in the South. Understanding the distribution of various land features, such as soil types and ecological zones, is vital for effective land management in Nigeria.\n",
+ "\n",
+ "## Objectives\n",
+ "The main objectives of this analysis are to:\n",
+ "1. Visualize and analyze the administrative boundaries of Nigeria.\n",
+ "2. Explore the distribution of different soil types across the country.\n",
+ "3. Investigate the various ecological zones within Nigeria.\n",
+ "4. Perform an integrated analysis to understand the overlap between soil types and ecological zones.\n",
+ "5. Conduct a focused analysis on Lagos State to understand its specific land features and their implications.\n",
+ "\n",
+ "## Datasets\n",
+ "The datasets used in this analysis provide detailed information on Nigeria's administrative boundaries, soil types, and ecological zones. These geospatial datasets are crucial for visualizing the geographical distribution of different land features and conducting an in-depth analysis of their potential implications for land management, agriculture, conservation, and urban planning.\n",
+ "\n",
+ "Let's proceed with the analysis.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "071646cf",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import geopandas as gpd\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "# Paths to the datasets\n",
+ "data_files = {\n",
+ " \"nigeria\": r\"C:\\Users\\Moses Akinyefa\\Outreachy_Iyanujesu_2023\\data\\NGA_AL2_Nigeria.json\",\n",
+ " \"nigeria_wsr\": r\"C:\\Users\\Moses Akinyefa\\Outreachy_Iyanujesu_2023\\data\\NGA_AL2_Nigeria_WSR.json\",\n",
+ " \"nigeria_gez\": r\"C:\\Users\\Moses Akinyefa\\Outreachy_Iyanujesu_2023\\data\\NGA_AL2_Nigeria_GEZ.json\",\n",
+ " \"lagos\": r\"C:\\Users\\Moses Akinyefa\\Outreachy_Iyanujesu_2023\\data\\NGA_AL4_Lagos.json\",\n",
+ " \"lagos_wsr\": r\"C:\\Users\\Moses Akinyefa\\Outreachy_Iyanujesu_2023\\data\\NGA_AL4_Lagos_WSR.json\",\n",
+ " \"lagos_gez\": r\"C:\\Users\\Moses Akinyefa\\Outreachy_Iyanujesu_2023\\data\\NGA_AL4_Lagos_GEZ.json\"\n",
+ "}\n",
+ "\n",
+ "# Load the datasets into GeoDataFrames\n",
+ "gdfs = {name: gpd.read_file(path) for name, path in data_files.items()}\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "80996585",
+ "metadata": {},
+ "source": [
+ "## Nationwide Analysis (Nigeria)\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "aa1427f2",
+ "metadata": {},
+ "source": [
+ "### Administrative Boundaries of Nigeria\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "abd1f497",
+ "metadata": {},
+ "source": [
+ "First, let's visualize the administrative boundaries of Nigeria to understand the geographical scope of our analysis.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "60a14677",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "\n",
+ "# Function to plot administrative boundaries of Nigeria\n",
+ "def plot_administrative_boundaries(gdf, title):\n",
+ " # Create a figure and axis\n",
+ " fig, ax = plt.subplots(1, 1, figsize=(10, 10))\n",
+ " \n",
+ " # Plot the GeoDataFrame\n",
+ " gdf.plot(ax=ax, color='lightgreen', edgecolor='black', linewidth=0.5)\n",
+ "\n",
+ " # Remove x and y axis labels and ticks\n",
+ " ax.set_yticklabels([])\n",
+ " ax.set_xticklabels([])\n",
+ " ax.set_xticks([])\n",
+ " ax.set_yticks([])\n",
+ "\n",
+ " # Set title\n",
+ " ax.set_title(title, fontsize=15)\n",
+ "\n",
+ " # Display the plot\n",
+ " plt.show()\n",
+ "\n",
+ "# Call the function to plot the administrative boundaries of Nigeria\n",
+ "plot_administrative_boundaries(gdfs['nigeria'], \"Administrative Boundaries of Nigeria\")\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7444d807",
+ "metadata": {},
+ "source": [
+ "### Observations\n",
+ "The map above displays the administrative boundaries of Nigeria. This visualization serves as a base map upon which we can overlay additional data layers, such as soil types and ecological zones.\n",
+ "\n",
+ "Next, let's analyze and visualize the distribution of different soil types across Nigeria. Understanding soil types is crucial for various applications, including agriculture, land management, and conservation planning, as different soil types have different characteristics and are suitable for different uses."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "2508bf43",
+ "metadata": {},
+ "source": [
+ "### Soil Type Distribution Across Nigeria\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "eb287ae0",
+ "metadata": {},
+ "source": [
+ "Next, we explore the different soil types present across Nigeria. This is crucial for understanding land fertility, potential agricultural productivity, and necessary soil conservation measures.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "d41c74cc",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "def plot_soil_types_further_corrected(gdf, title):\n",
+ " # Create a figure and axis\n",
+ " fig, ax = plt.subplots(1, 1, figsize=(10, 10))\n",
+ " \n",
+ " # Plot the GeoDataFrame\n",
+ " gdf.plot(ax=ax, column='IPCC', legend=True, \n",
+ " legend_kwds={\n",
+ " 'title': \"Soil Types by IPCC classification\", \n",
+ " 'bbox_to_anchor': (1, 1), # places the legend outside, to the right and top\n",
+ " 'loc': 'upper left'\n",
+ " })\n",
+ " \n",
+ " # Remove x and y axis labels and ticks\n",
+ " ax.set_yticklabels([])\n",
+ " ax.set_xticklabels([])\n",
+ " ax.set_xticks([])\n",
+ " ax.set_yticks([])\n",
+ "\n",
+ " # Set title\n",
+ " ax.set_title(title, fontsize=15)\n",
+ " \n",
+ " # Adjust the figure's layout to accommodate the legend\n",
+ " plt.tight_layout(rect=[0, 0, 0.85, 1]) # adjust the right parameter to suit the size of your legend\n",
+ " \n",
+ " # Display the plot\n",
+ " plt.show()\n",
+ "\n",
+ " return fig\n",
+ "\n",
+ "# Plot the soil types of Nigeria with further corrected legend parameters\n",
+ "soil_type_map_further_corrected = plot_soil_types_further_corrected(gdfs['nigeria_wsr'], \"Soil Types Distribution in Nigeria\")\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "86f30894",
+ "metadata": {},
+ "source": [
+ "### Insights:\n",
+ "\n",
+ "* Diverse Soil Types: Nigeria has a variety of soil types, which is indicative of the diverse agro-ecological zones. This diversity can support a wide range of agricultural practices.\n",
+ "* Agricultural Planning: Knowledge of soil types is vital for agricultural planning. Certain crops will thrive better in specific soil types. For instance, yam and cassava often do well in loamy soils, which are prevalent in certain regions of Nigeria.\n",
+ "* Land Management: Understanding the distribution of soil types can aid in sustainable land management practices. It helps in planning erosion control, fertilizer application, and land conservation practices.\n",
+ "\n",
+ "\n",
+ "Next, let's analyze and visualize the ecological zones within Nigeria. This information is crucial for environmental planning, conservation efforts, and understanding the biodiversity within the country."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f1f45989",
+ "metadata": {},
+ "source": [
+ "### Ecological Zones Within Nigeria\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b73d25a1",
+ "metadata": {},
+ "source": [
+ "Now, let's investigate the various ecological zones within Nigeria. These zones are critical for biodiversity conservation efforts and understanding the potential impacts of climate change.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "e16fde6a",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Function to plot ecological zones across Nigeria\n",
+ "def plot_ecological_zones(gdf, title):\n",
+ " # Create a figure and axis\n",
+ " fig, ax = plt.subplots(1, 1, figsize=(10, 10))\n",
+ " \n",
+ " # Plot the GeoDataFrame\n",
+ " gdf.plot(ax=ax, column='gez_name', legend=True, \n",
+ " legend_kwds={'title': \"Ecological Zones\",\n",
+ " 'bbox_to_anchor': (1, 1), # places the legend outside, to the right and top\n",
+ " 'loc': 'upper left'})\n",
+ " \n",
+ " # Remove x and y axis labels and ticks\n",
+ " ax.set_yticklabels([])\n",
+ " ax.set_xticklabels([])\n",
+ " ax.set_xticks([])\n",
+ " ax.set_yticks([])\n",
+ "\n",
+ " # Set title\n",
+ " ax.set_title(title, fontsize=15)\n",
+ "\n",
+ " plt.show()\n",
+ " return fig\n",
+ "\n",
+ "# Plot the ecological zones of Nigeria\n",
+ "ecological_zones_map = plot_ecological_zones(gdfs['nigeria_gez'], \"Ecological Zones in Nigeria\")\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "446fce83",
+ "metadata": {},
+ "source": [
+ "### Insights:\n",
+ "\n",
+ "* Biodiversity Conservation: The diverse ecological zones indicate a rich biodiversity. Conservation efforts should consider these distinct zones to protect the unique ecosystems and species they support.\n",
+ "\n",
+ "* Climate Change Resilience: Different ecological zones may have varying levels of resilience to climate change. Regions such as the \"Tropical rainforest\" are crucial carbon sinks and must be prioritized in climate change mitigation efforts.\n",
+ "\n",
+ "* Sustainable Development: Understanding these zones is essential for sustainable development planning. For instance, regions classified as \"Tropical dry forest\" might be more suitable for certain types of agriculture but may also be more vulnerable to desertification.\n",
+ "\n",
+ "* Environmental Policy: This knowledge is crucial for creating informed environmental policies. For example, the \"Tropical mountain system\" areas might require different environmental management strategies compared to the \"Tropical shrubland\" regions."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1e08f38e",
+ "metadata": {},
+ "source": [
+ "### Overlapping Analysis of Soil Types and Ecological Zones\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "00d49f6f",
+ "metadata": {},
+ "source": [
+ "Finally, we'll perform an integrated analysis to understand the overlap between soil types and ecological zones. This is vital for comprehensive land management strategies.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "id": "8653ac55",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Function to visually inspect the overlap between ecological zones and soil types\n",
+ "def plot_overlap(gdf1, gdf2, title, legend_kwds1, legend_kwds2):\n",
+ " # Create a figure and axis\n",
+ " fig, ax = plt.subplots(1, 1, figsize=(15, 15))\n",
+ " \n",
+ " # Plot the first GeoDataFrame (soil types)\n",
+ " gdf1.plot(ax=ax, column='IPCC', legend=True, \n",
+ " legend_kwds=legend_kwds1)\n",
+ " \n",
+ " # Plot the second GeoDataFrame (ecological zones) with half transparency\n",
+ " gdf2.plot(ax=ax, column='gez_name', alpha=0.5, legend=True, \n",
+ " legend_kwds=legend_kwds2)\n",
+ "\n",
+ " # Remove x and y axis labels and ticks\n",
+ " ax.set_yticklabels([])\n",
+ " ax.set_xticklabels([])\n",
+ " ax.set_xticks([])\n",
+ " ax.set_yticks([])\n",
+ "\n",
+ " # Set title\n",
+ " ax.set_title(title, fontsize=15)\n",
+ "\n",
+ " return fig\n",
+ "\n",
+ "# Plot the overlap between soil types and ecological zones\n",
+ "overlap_map = plot_overlap(\n",
+ " gdfs['nigeria_wsr'], \n",
+ " gdfs['nigeria_gez'], \n",
+ " \"Overlap between Soil Types and Ecological Zones in Nigeria\",\n",
+ " {'title': \"Soil Types by IPCC classification\"},\n",
+ " {'title': \"Ecological Zones\"}\n",
+ ")\n",
+ "plt.show()\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "21bd9483",
+ "metadata": {},
+ "source": [
+ "### Insights:\n",
+ "\n",
+ "Complex Interplay: The map shows a complex interplay between soil types and ecological zones, indicating that land management strategies need to be nuanced and location-specific.\n",
+ "\n",
+ "Agriculture and Conservation: Areas where fertile soil types overlap with sensitive ecological zones might be high-priority for both agriculture and conservation. Policies in these areas must balance agricultural productivity with ecological preservation.\n",
+ "\n",
+ "Climate Resilience: Regions where less fertile soil types overlap with ecologically sensitive zones might be prioritized for reforestation or other ecological restoration efforts to enhance climate resilience.\n",
+ "\n",
+ "Data-Driven Decision Making: This kind of integrated analysis underscores the importance of data-driven decision-making in land management. It highlights areas where there may be competing interests or needs, guiding more informed policy and planning.\n",
+ "\n",
+ "Further Analysis Required: While this visual overlap provides initial insights, more precise analysis (like what was initially intended with the spatial join) would be necessary for concrete policy formulation. This would involve actual data on the extent of overlap, the specific areas involved, and other contextual factors."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1a2aaa99",
+ "metadata": {},
+ "source": [
+ "## Specific Analysis (Lagos State)\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "10f34640",
+ "metadata": {},
+ "source": [
+ "### Administrative Boundaries of Lagos\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a8d8e964",
+ "metadata": {},
+ "source": [
+ "We'll start by visualizing Lagos's administrative boundaries to understand the geographical scope of our focused analysis.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "id": "a09e933d",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot the administrative boundaries of Lagos\n",
+ "lagos_map = plot_administrative_boundaries(gdfs['lagos'], \"Administrative Boundaries of Lagos State\")\n",
+ "lagos_map\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "74b03ba9",
+ "metadata": {},
+ "source": [
+ "The map above displays the administrative boundaries of Lagos State. This visualization serves as a base map upon which we can overlay additional data layers, such as soil types and ecological zones."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4520111b",
+ "metadata": {},
+ "source": [
+ "### Soil Type Distribution Within Lagos\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5e08528c",
+ "metadata": {},
+ "source": [
+ "Next, we analyze the different soil types present within Lagos. This insight is crucial for urban planning, agricultural decisions, and environmental conservation within the state.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 35,
+ "id": "b8a29c72",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot the soil types of Lagos with further corrected legend parameters\n",
+ "lagos_soil_type_map_further_corrected = plot_soil_types_further_corrected(gdfs['lagos_wsr'], \"Soil Types Distribution in Lagos State\")\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "61971643",
+ "metadata": {},
+ "source": [
+ "### Insights:\n",
+ "\n",
+ "Predominant Soil Type: The map shows that Acrisols are the predominant soil type in Lagos. Acrisols are characterized by a subsurface layer of accumulated clay and are typically found in tropical regions. They can be quite fertile but may require sustainable land management practices to prevent issues such as soil erosion or nutrient depletion, especially in regions with intense rainfall.\n",
+ "\n",
+ "Urban Planning and Infrastructure Development: In a densely populated and rapidly urbanizing area like Lagos, understanding soil distribution is crucial for infrastructure development. The stability, load-bearing capacity, and drainage properties of soil can significantly impact the sustainability and longevity of structures built upon it.\n",
+ "\n",
+ "Environmental Management: The presence of specific soil types can influence water management strategies, including drainage systems, flood control measures, and the preservation of natural water bodies. This is particularly relevant for Lagos, given its coastal location and susceptibility to flooding."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0d89f150",
+ "metadata": {},
+ "source": [
+ "### Ecological Zones Within Lagos\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "85151285",
+ "metadata": {},
+ "source": [
+ "We will now investigate the ecological zones within Lagos. Understanding these zones is crucial for environmental conservation, urban planning, and climate change mitigation strategies.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 36,
+ "id": "0d0d768b",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot the ecological zones of Lagos\n",
+ "lagos_ecological_zones_map = plot_ecological_zones(gdfs['lagos_gez'], \"Ecological Zones in Lagos State\")\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b529a031",
+ "metadata": {},
+ "source": [
+ "The map above depicts the ecological zone of Lagos State, specifically the \"Tropical rainforest\" zone. This categorization is based on the global ecological zoning (GEZ) system.\n",
+ "\n",
+ "### Insights:\n",
+ "\n",
+ "Biodiversity Hotspot: Tropical rainforests are known for their rich biodiversity. Lagos State, falling within this zone, is likely home to a wide variety of flora and fauna, making conservation efforts critical.\n",
+ "\n",
+ "Climate Change Impact: Tropical rainforests play a significant role in carbon sequestration, helping mitigate climate change. Protecting and expanding green spaces within Lagos can contribute to global carbon reduction efforts.\n",
+ "\n",
+ "Urban Planning: The presence of a tropical rainforest ecological zone within a highly urbanized area like Lagos presents unique challenges and opportunities. Urban planning must balance development with ecological preservation, potentially leveraging the rich ecosystem for eco-tourism and educational opportunities.\n",
+ "\n",
+ "Environmental Challenges: This zone is also associated with specific environmental challenges, such as the need for effective water management strategies to handle the heavy rainfall typical of tropical rainforests and prevent issues such as erosion and urban flooding.\n",
+ "\n",
+ "Sustainability Practices: For long-term sustainability, practices such as urban forestry, the creation of green belts, and the integration of natural elements into city planning (bio-urbanism) could be highly beneficial for Lagos."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1aeeb5c8",
+ "metadata": {},
+ "source": [
+ "### BIODIVERSITY HOTSPOTS"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 43,
+ "id": "051bc103",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "( OBJECTID NAME Type Shape_Length \\\n",
+ " 40 41 Guinean Forests of West Africa hotspot area 133.08195 \n",
+ " \n",
+ " Shape_Area geometry \n",
+ " 40 50.52551 MULTIPOLYGON (((5.62957 -1.45728, 5.63351 -1.4... ,\n",
+ " OBJECTID NAME Type Shape_Length \\\n",
+ " 40 41 Guinean Forests of West Africa hotspot area 133.08195 \n",
+ " \n",
+ " Shape_Area geometry \n",
+ " 40 50.52551 MULTIPOLYGON (((5.62957 -1.45728, 5.63351 -1.4... )"
+ ]
+ },
+ "execution_count": 43,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# load the biodiversity hotspots data\n",
+ "biodiversity_gdf = gpd.read_file(r'C:\\Users\\Moses Akinyefa\\Outreachy_Iyanujesu_2023\\data\\CI_BiodiversityHotspots.geojson')\n",
+ "country_gdf = gdfs['nigeria']\n",
+ "state_gdf = gdfs['lagos']\n",
+ "\n",
+ "# Check if any of the hotspots are within Nigeria's and Lagos's bounds\n",
+ "nigeria_bounds = gdfs['nigeria'].total_bounds # Get total bounds of Nigeria\n",
+ "lagos_bounds = gdfs['lagos'].total_bounds # Get total bounds of Lagos\n",
+ "\n",
+ "# Filter the biodiversity hotspots to those that intersect with Nigeria's and Lagos's bounds\n",
+ "hotspots_in_nigeria = biodiversity_gdf[biodiversity_gdf.intersects(gdfs['nigeria'].unary_union)]\n",
+ "hotspots_in_lagos = biodiversity_gdf[biodiversity_gdf.intersects(gdfs['lagos'].unary_union)]\n",
+ "\n",
+ "(hotspots_in_nigeria, hotspots_in_lagos)\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a9f35a17",
+ "metadata": {},
+ "source": [
+ "The biodiversity hotspot that intersects with both Nigeria and Lagos is the \"Guinean Forests of West Africa.\"\n",
+ "\n",
+ "Now, we'll visualize this hotspot in relation to the administrative boundaries of Nigeria and Lagos. We'll create side-by-side visualizations for a comparative view. Let's proceed with this visualization."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 46,
+ "id": "64a8ef01",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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8EatXr8btt9/ebvuqV/83OH/+fDg6OjbYrn4C1yu19GRUZWUlbr31VhQXF+Pll1/GbbfdhtDQUNjb20MikeCOO+7A999/DyFEyx4EERERERERUSfFJDpRB6kfuX3x4sUm2wYEBAAALl++bHF9/ajTK0d0+/v7Iy0tDZcvX0afPn3Mtmmor4Z4enpi5syZ2LZtG2JiYjBx4kT88MMPUCgUWLBggUnb+lG948aNw6pVq1q0n6bI5XLMmDHDWH7j8uXLuPfee7Fnzx6sWLECb7/9dpv34erqittuuw1r167Fzp07ceLECej1etx///0dcsICaN1r3lyRkZF45pln8Mwzz6CmpgYfffQRnn76afzzn/80S0iXlJSgoqLC4mj09PR0k1g7S8yd0bJly/Dzzz9jxYoVmDdvXrO38/T0hEKhQGFhIWpqaiwmuDMyMsyWBQUF4cKFC3juueeMJXHaS2xsLIqKijB//nwsX77cbP2lS5fadf9EREREREREHY0TixJ1kPrEkpOTU5Nt6+sXf//99xbX108OWN/uyts//fSTWfvExMQWlXKpd+UEo3v27EFubi5mzpxpNvp78uTJkMlk2LZtm7EucnsJDQ3Fs88+CwCIj49vsn39ZJc6na7RdvUTjH722Wf48ssvIZPJcM8997Qx2uYbN24cAGDHjh0oLS01W2/pNQcAhULR5GO7kkqlwtKlS+Hv74+CggLk5+ebtbH0Hvrzzz9RXFyM8PBw+Pv7d7qYO5s+ffrgtttuQ15eHj755JNmb6dQKDBixAgIIbBp0yaz9Xv27EFRUZHZ8vorJjZv3tz6oJuppKQEgOWSOMnJyThx4kS7x0BERERERETUkZhEJ+oAJ0+exOeffw4A+Mc//tFk+1tvvRW+vr44cOCAcbt6H374IY4dO4bAwECTEbn1SeD3338fp0+fNi6vqqrCY4891qrSCvPmzYOzszM2btyItWvXArA82WlgYCDuvfdepKWl4fbbb0deXp5Zm+TkZGzcuLFF+1+5ciVyc3PNlm/fvh0AjJOANqZ+tPSFCxcabTd8+HBER0djy5YtSE1NxezZs43bdoTw8HDMnj0bFRUV+Ne//mVyMuLgwYNYvXo1ZDIZHnnkEZPtAgICkJeXZzGJ/euvv+LQoUNmy48fP468vDw4OTnBzc3NbP3y5cuNo8iBujraTz/9NACY7L8zxdwZvfzyy5DJZC1KogP/+1t++eWXTerJFxcXG1+Hqz300EPw8fHB22+/jc8//9xY3qWeTqfDzp07m3XiqSkREREAgE2bNpnURC8tLcV9993X7ifSiIiIiIiIiDoay7kQWdnixYuNt2tra3H58mUcOnQIBoMBc+bMwV133dVkH46Ojvj2228xZ84cPPTQQ/j8888RERGBxMREnDx5Ek5OTvj+++9NSj2MGTMGS5cuxbvvvovhw4djypQpcHV1xb59+6BUKjFnzhxs3bq1RY/F3t4eN954I7766iv88MMPcHZ2brA0xQcffIC0tDRs3LgRO3bswODBgxESEoKqqiqcP38eycnJmDdvXotKcSxfvhxLly7FoEGD0Lt3bwghcPr0aSQlJcHDwwNLly5tso8ZM2ZApVJh5cqViI+PR0BAACQSCZ5++mmzCV4ffvhhPPjggwBg/N2RPvvsM4wfPx5fffUV9u3bh9GjR6OgoAAxMTHQ6/X473//i8GDB5tsM3fuXKxatQrR0dEYM2YMVCoVIiMj8fTTTyMmJgYffPABAgMDMWTIELi4uCA7OxuxsbEwGAxYvny5caR+vZCQEAwcOBD9+vXD1KlToVAosGfPHpSWlmLy5Ml4/PHHO13MnVVkZCTuuOMOfP311y3a7s4778SmTZuwefNmREVFYerUqZDJZNi7dy969uyJUaNG4dChQybPg5ubG7Zs2WL8zHj99dfRv39/uLu7Izc3FydOnEBpaSk2b96M/v37t+lxDRs2DNOnT8dff/2FiIgITJo0CQAQExMDLy8vzJs3D1u2bGnTPoiIiIiIiIg6FUFEVgHA7EcqlQoPDw8xadIk8eWXXwq9Xm+23cSJEwUAkZqaarYuPj5e3H777cLX11coFArh7+8vFi5cKBITExuMY82aNWLgwIFCqVQKHx8fsXDhQpGVlSUWLVokAIi9e/eatA8NDRWNfRTs3LnT+HjuvvvuRp8DnU4nNmzYIKZMmSI8PDyEQqEQAQEBYvTo0WL58uXiwoULLdr3V199Je644w4RGRkpnJ2dhbOzs+jbt6948sknRWZmpknbvXv3CgBi0aJFFh/D2LFjhZOTk/GxXP08CCFEcnKyACCCgoKETqdr9LFaUh/DxIkTG21X/1qsW7fObF1hYaF46qmnRM+ePYWdnZ1wc3MTM2bMEDt37rTYV2VlpXj00UdFcHCwkMvlJvs/efKkeOqpp8Tw4cOFj4+PUCqVIjQ0VMyZM0fs2rXLrC8AIjQ0VNTU1Ijnn39ehIWFCTs7OxEaGipeeOEFoVarLcZgy5gb0tD7YdmyZQ0+90I0/Z68Wv1r+fXXX1tcf/HiRSGTyYzP7ZVSU1MbfL/U1taK//znP6J3797Czs5OBAYGiscee0yUl5eLXr16CYlEYvH1yMnJEc8884zo16+fcHBwEA4ODqJnz55i3rx5Yv369aKiosLYtrG/mXoNPV9qtVq88MILonfv3kKpVIrg4GDx8MMPi8LCwgY/a4iIiIiIiIi6KokQrajxQER0DfrPf/6D559/HsuWLcMrr7xi63A6nEQiQWhoqEkpF+pcMjMz0aNHD/Tq1QsJCQm2DoeIiIiIiIioW2BNdCIiAOXl5Vi1ahXs7OxsUsqF6Epnzpwxqy2el5eHxYsXQ6fTYeHChTaKjIiIiIiIiKj7YU10IurW1q1bh3379mH//v3IycnBE0880aETihJZ8swzz+DIkSMYPHgwfH19kZOTg+PHj6OyshLDhw/HU089ZesQiYiIiIiIiLoNJtGJqFvbt28fNmzYAG9vbzzyyCN46623bB0SERYvXgwhBM6ePYu4uDjIZDJERERg/vz5WLJkicmkwkRERERERETUvlgTnYiIiIiIiIiIiIioAayJTkRERERERERERETUACbRiYiIiIiIqFuQSCRmPwqFAgEBAbj55psRFxdncbtJkyZBIpEgLS2tXeNbvHgxJBIJYmJiTJaHhYVBIpG06747QkxMDCQSCRYvXmzzGCZNmtRou/rXYv369R0SV3fUUe8HvpZEZA3NqoluMBiQnZ0NZ2fna+IfNxERERGRLQkhUFFRgYCAAEilHNdC1NEWLVpkvF1RUYHTp09j06ZN2Lx5M7755hvccccdNoyu+3nllVewfPlyrFu3zqYJ9vYikUgQGhra7idhrKkrxkxE1J6alUTPzs5GcHBwe8dCRERERNStZGRkICgoyNZhEHU7V49INRgMeP7557FixQo8/vjjuOWWW6BQKIzrv/rqK6jVagQGBnZwpHV2794NrVZrk31b04gRI5CQkABXV1dbh0KdAN8PRNSVNCuJ7uzsDKDuIN/FxaVdAyIiIiIiutaVl5cjODjYeJxNRLYllUrx6quv4r///S+Kiopw7tw5DB482Lg+JCTEdsEB6Nmzp033by0ODg6IioqydRjUSfD9QERdimiGsrIyAUCUlZU1pzkRERERETWCx9dEtgFANPY12NPTUwAQR48eNVk+ceJEAUCkpqaabXPu3Dlxxx13CD8/P6FQKERAQIC46667RGJiYoP7+fLLL8WgQYOESqUSvr6+YtGiRSInJ0csWrRIABB79+41aR8aGmoS9/HjxwUAMWLEiAb38eGHHwoAYsmSJSbLtVqt+OSTT8SoUaOEs7OzUKlUYtCgQWLlypVCq9Wa9VO/b4PBID788EMxcOBAYW9vLwYNGmRs8/fff4t58+aJkJAQYWdnJ3x9fcXw4cPFs88+KyoqKozt9u7dKwCIRYsWmfVv6Wfv3r3inXfeEQDEv//97wYf6/Tp0wUAsWfPngbbXB3DxIkTG21X/1qsW7fObF1hYaFYunSp6NWrl1AqlcLd3V3MnDlT7Ny506TdunXrGnxsV+4/Pz9fPPvss6JPnz7C0dFRuLi4iN69e4u77rpLHD582KRPACI0NFRoNBrx8ssvi/DwcKFUKkWPHj3ESy+9JKqrqy0+HlvG3BBL7wchhFi2bJnxuT9z5oyYM2eOcHNzEw4ODmLChAni77//blb/9Rp7LS3Ztm2buOeee0RUVJRwdnYWDg4OYuDAgeKNN94QNTU1Frepra0Vb731loiIiBBKpVIEBweLJUuWiIqKikY/P+Li4sTcuXOFl5eXsLOzE6GhoeKf//ynyMrKsrif33//XUybNk0EBAQIOzs74e/vL8aOHSteeeWV5j4dRNRKzRqJTkRERERERHQtS01NRVFRERQKBXr16tWsbXbv3o05c+aguroaQ4YMwaRJk5CYmIivv/4amzdvxvbt2zF+/HiTbZ577jmsWLECCoUCkydPhqurK/744w/s3bsXgwYNatZ+o6OjERUVhSNHjiAlJcXiSPVvv/0WALBw4ULjsurqasyePRt79+6Fh4cHRo0aBZVKhcOHD2PJkiXYu3cvNm/ebHGuhocffhjr1q3DxIkT0adPH9TW1gIAtm7dihtuuAFCCIwYMQJjxoxBaWkpLl68iBUrVuDhhx+Gk5NTg49l/vz52LVrF06fPo2xY8eaPPd+fn5YvHgxXnzxRaxbtw6vvvoq5HLTNEZqaip27dqF3r17Y/Lkyc16/toiKysLEyZMwKVLlxASEoIbbrgBBQUF2LVrF3bu3In33nsPS5YsAQD06tULixYtwoYNG+Do6Ij58+cb+6kfgV1RUYGRI0ciNTUVwcHBmD59OuRyOdLT0/HDDz8gPDwcI0aMMIlBCIGbb74Zu3fvxtSpUzF48GDs3r0br732GuLi4rBz507IZLJOFXNrHDt2DI888gh69uyJmTNnIjExEfv378fUqVNx9OhR9O/fv837sOS+++5DdXU1+vfvj4EDB6KsrAxHjhzBCy+8gN27d+PPP/80eX6FEFiwYAE2b94MR0dHzJgxAwqFAuvWrcOBAwfM3rP1vvnmGyxevBh6vR5jx45FcHAwTpw4gdWrV2PTpk2IiYkxGan/8ccf49FHH4VMJsPYsWMxceJEFBYWIiEhAa+88gqWLVvWLs8HEf1/zcm0c6QMEREREZH18PiayDZgYSR6RUWFiI2NFcOGDRMAxOOPP262naWRpJWVlcLX11cAEB999JFJ+/fee08AEEFBQSYjgw8ePCgkEolwdXUVJ06cMIlhypQpJiOwr3T1SHQhhHjttdcEAPHqq6+axZucnCwAiKioKJPl//d//ycAiAULFojS0lLj8vLycvGPf/xDABCrV6+2uG8vLy8RHx9vtq8JEyYIAOKXX34xW3fkyBFRXl5uvN+ckceW3HHHHQKA2Lx5s9m6F154QQAQK1assLjt1do6Ev36668XAMQdd9whNBqNcXlsbKxwcHAQMplMnDx50mQb/P/R45asXbtWABBz584Ver3eZF1+fr44e/asWV/1762UlBSTtv379xcAxMqVKztVzA1p6v0AQHzwwQcm65544gkBQNx1113N2ocQLR+J/uuvvwq1Wm2yrLy83Pg8btiwwWTd119/LQCIHj16iIyMDOPywsJCMXjwYONjufLzIz09Xdjb2wuZTCa2bNliXK7X642PcdiwYSb7CQkJERKJxOxKGYPBYPaZQUTWZ356mYiIiIiIiOgaJpFIjD/Ozs4YP348Lly4gFWrVuH9999vVh8//fQT8vLyMHr0aDzyyCMm65YsWYKhQ4ciMzMTGzduNC5fvXo1hBD417/+hSFDhhiXOzk5YdWqVZBIJM1+DHfeeScA4LvvvjNbVz8Kvb4NAOTn52PNmjUIDg7GunXrTCZzdHZ2xpdffgk7OzusXr3a4v6effZZ9OvXz2x5QUEBAGDatGlm64YPH26VuR8efvhhAMCaNWtMluv1eqxfvx4KhQKLFy9uUZ/79u0zeR9c/bNhwwazbS5duoRt27YZXy87OzvjunHjxuHhhx+GXq/Hxx9/3Ow46p+/KVOmmF0B4O3t3eBo65dffhnh4eEmbd955x0AwEcffdQpY26psWPH4vHHHzdZ9uKLLwIA9u/fb5V9WDJv3jzY29ubLHN2dsbKlSsBAFu2bDFZ9+mnnwIAXn31VZPJwj09PY2vydW++OILVFdX49Zbb8XcuXONy6VSKd566y0EBATg2LFj+Pvvv43rCgoK4ObmhmHDhpn0JZFIMGnSpJY/UCJqEZZzISIiIiIiom5l0aJFxtsajQaXL1/G4cOH8eqrr6Jnz5647rrrmuwjNjYWgGmi+koLFy7E8ePHERsba2xTv81tt91m1r5v374YNGgQTp061azH0KNHD4wZMwZxcXE4ceIEoqOjjessJdFjYmKg1Woxa9YsswQhUFc6pXfv3jh79iyqq6vN2lyZ6LvS0KFDkZCQgLvuugsvvfQShg4darEcTFuMHz8e/fr1w44dO5CRkYHg4GAAwPbt25GVlYX58+fDx8enRX36+vpi1qxZDa4/cOAAUlJSzJYBwKxZs+Dh4WG2zV133YX33nvP+Do3x9ChQwEA77zzDnx9fTF79uxmnXiw9B6aNWsW3N3dkZKSgpycHPj7+3eqmFtqxowZZss8PT3h4eGBnJwcq+/vShcvXsT27duRnJyMqqoqGAwGCCGM6+pptVocPXoUEonEpPRNvWnTpsHDwwPFxcUmyxv7/FAqlbjlllvwwQcfIDY2FmPHjgVQ97wfOHAA9913H5588kmLJ7WIqP0wiU5ERERERETdyvr1682WnTx5EhMnTsTcuXMRHx+PyMjIRvvIzs4GAISFhVlcX788KyvLbJvQ0NAGt2luEh2oS8DFxcXh22+/NSbRjx07hqSkJIwZMwY9evQwtk1LSwNQN5r76hHdVysuLkZgYKDJspCQEItt33zzTZw9exZbt27F1q1b4e7ujnHjxmHu3LlYuHAhVCpVsx9PYx566CE8/vjjWLt2rbH2c/3jeOCBB1rcX1RUlMX3Qb3FixebJdFb85o3ZerUqViyZAnef/993H777ZDL5YiOjsb06dNx7733mow2r+fu7t5g0jo0NBQlJSXIzs6Gv79/p4m5Na4c1X0lZ2dns6S0tQghsHTpUqxcudKYNL9aRUWF8XZRURFqa2vh7e3d4Hs9JCTELN7WvC4ff/wxbrjhBqxduxZr166Fr68vJk6ciJtuugnz5883qdNORNbHci5ERERERETU7Q0ZMgQPPfQQdDpdgyVNWqIlpVlaa8GCBVAoFPjhhx9gMBgAWB6FDsC4fvDgwVi0aFGjP0ql0mxfDSUIg4ODcezYMezcuROPPfYYgoODsXXrVjzwwAMYOHAgioqKrPJY7777bjg4OGDt2rUwGAzIzs7G9u3bERYWhunTp1tlH23V2tf8vffeQ0JCAlasWIHJkycjPj4eb7zxBqKiokzKAbWHzhyzta9oaI4ff/wR7733HoKCgvDLL78gKysLtbW1EEJAo9EAQIPJdWuy9LoMHDgQ58+fx+bNm/HAAw/AxcUFP/30E2677TaMHz/eONkvEbUPJtGJiIiIiIiIAOPI7SvLNTQkICAAAHD58mWL6+tHfl85otvf37/RbRpa3hBPT0/MnDkT2dnZiImJgV6vxw8//ACFQoEFCxaYtK0f1Ttu3DisX7++0R8vL68WxSGXyzFjxgx8+OGHOH36NNLS0jBlyhRcvHgRK1asaFFfDXF1dcVtt92G9PR07Ny5E+vWrYNer8f999/fIScsgNa95s0VGRmJZ555Bn/++SeKiorwzjvvQKvV4p///KdZ25KSEpPR0FdKT083ibWzxNxVbN68GUDd/AU333wzAgICoFAoANTVl7+ap6cnFAoFCgsLUVNTY7HPjIwMs2WtfV1UKhVuuOEGfP7550hKSkJ8fDwGDhyIgwcP4osvvmjegySiVmESnYiIiIiIiAj/S5I5OTk12Xb8+PEAgO+//97i+m+++cak3ZW3f/rpJ7P2iYmJLSrlUu/KCUb37NmD3NxczJw5E56enibtJk+eDJlMhm3btkGr1bZ4Py0RGhqKZ599FgAQHx/fZPv6yS51Ol2j7eonGP3ss8/w5ZdfQiaT4Z577mljtM03btw4AMCOHTtQWlpqtt7Saw4ACoWiycd2JZVKhaVLl8Lf3x8FBQXIz883a2PpPfTnn3+iuLgY4eHhxhM2nSnmrqCkpASA5VIylp5zhUKBESNGQAiBTZs2ma3fs2ePxasxGvv8qK2txc8//2zSriH9+vUzTmzcnL81Imo9JtGJiIiIiIio2zt58iQ+//xzAMA//vGPJtvfeuut8PX1xYEDB4zb1fvwww9x7NgxBAYG4uabbzYur08Cv//++zh9+rRxeVVVFR577LFWlYmYN28enJ2dsXHjRqxduxaA5ckKAwMDce+99yItLQ2333478vLyzNokJye3uBTHypUrkZuba7Z8+/btAGCcBLQx9aNyL1y40Gi74cOHIzo6Glu2bEFqaipmz55t3LYjhIeHY/bs2aioqMC//vUvk5MRBw8exOrVqyGTyYxJzXoBAQHIy8uzmMT+9ddfcejQIbPlx48fR15eHpycnODm5ma2fvny5cbRygBQWFiIp59+GgBM9t+ZYu4KIiIiAACff/65yd9jbGws3nnnHYvb1P9dv/zyyyY1zIuLi42vydXuu+8+2Nvb44cffsDvv/9uXG4wGPD8888jKysLQ4cONU4qqlar8eGHH5q9HgaDATt27ADQvL81Imo9TixKRERERERE3crixYuNt2tra3H58mUcOnQIBoMBc+bMwV133dVkH46Ojvj2228xZ84cPPTQQ/j8888RERGBxMREnDx5Ek5OTvj+++9NaomPGTMGS5cuxbvvvovhw4djypQpcHV1xb59+6BUKjFnzhxs3bq1RY/F3t4eN954I7766iv88MMPcHZ2xrx58yy2/eCDD5CWloaNGzdix44dGDx4MEJCQlBVVYXz588jOTkZ8+bNM0n8N2X58uVYunQpBg0ahN69e0MIgdOnTyMpKQkeHh5YunRpk33MmDEDKpUKK1euRHx8PAICAiCRSPD000+bTfD68MMP48EHHwQA4++O9Nlnn2H8+PH46quvsG/fPowePRoFBQXGcjr//e9/MXjwYJNt5s6di1WrViE6OhpjxoyBSqVCZGQknn76acTExOCDDz5AYGAghgwZAhcXF2RnZyM2NhYGgwHLly83jtSvFxISgoEDB6Jfv36YOnUqFAoF9uzZg9LSUkyePBmPP/54p4u5M3jttdfw6aefWlzn7++PzZs34/HHH8f69evxySefICYmBgMHDkRWVhYOHDiAp556Cu+++67ZtnfeeSc2bdqEzZs3IyoqClOnToVMJsPevXvRs2dPjBo1CocOHTJ5TkJCQvDZZ59h8eLFmDNnDsaOHYvg4GCcOHECFy5cgK+vr/EqAaDuc+pf//oXli5diqFDhyIsLAy1tbU4evQoMjIyEBYWZpO/B6JuRTRDWVmZACDKysqa05yIiIiIiBrB42si2wBg9iOVSoWHh4eYNGmS+PLLL4VerzfbbuLEiQKASE1NNVsXHx8vbr/9duHr6ysUCoXw9/cXCxcuFImJiQ3GsWbNGjFw4EChVCqFj4+PWLhwocjKyhKLFi0SAMTevXtN2oeGhorGvr7v3LnT+HjuvvvuRp8DnU4nNmzYIKZMmSI8PDyEQqEQAQEBYvTo0WL58uXiwoULLdr3V199Je644w4RGRkpnJ2dhbOzs+jbt6948sknRWZmpknbvXv3CgBi0aJFFh/D2LFjhZOTk/GxXP08CCFEcnKyACCCgoKETqdr9LFaUh/DxIkTG21X/1qsW7fObF1hYaF46qmnRM+ePYWdnZ1wc3MTM2bMEDt37rTYV2VlpXj00UdFcHCwkMvlJvs/efKkeOqpp8Tw4cOFj4+PUCqVIjQ0VMyZM0fs2rXLrC8AIjQ0VNTU1Ijnn39ehIWFCTs7OxEaGipeeOEFoVarLcZgy5gb0tD7YdmyZQ0+90I0/Z68Wv1r2dhPaGiosX1CQoKYM2eO8PHxEQ4ODmLIkCHi888/F0IIs7b1amtrxX/+8x/Ru3dvYWdnJwIDA8Vjjz0mysvLRa9evYREIrH42vz9999izpw5wtPTUygUChESEiL++c9/mv3taLVa8fHHH4ubbrpJ9OzZUzg4OAg3NzcxcOBAsXz5clFUVNTs54OIWkciRNPXi5WXl8PV1RVlZWVwcXFpe+aeiIiIiKgb4/E1EVHr/Oc//8Hzzz+PZcuW4ZVXXrF1OB1OIpEgNDTUpJQLdV6ZmZno0aMHevXqhYSEBFuHQ0RtwJroRERERERERNTplZeXY9WqVbCzs2PpCupUzpw5YzZhb15eHhYvXgydToeFCxfaKDIishbWRCciIurkhBCQSCS2DoOIiIjIJtatW4d9+/Zh//79yMnJwRNPPNGhE4oSNeWZZ57BkSNHMHjwYPj6+iInJwfHjx9HZWUlhg8fjqeeesrWIRJRG3EkOhERUSdjMBiwd+9ePPjggxgwYACUSiVmzJiBuLg4W4dGRERE1OH27duHDRs2oLKyEo888gjeeustW4dEZGLx4sUYPnw4EhMTsXnzZhw9ehS9evXC66+/jpiYGJMJhomoa2JNdCIiok4kMTER1113HdLS0hAeHo4ZM2YgLCwM3333Hc6cOYOJEyfizjvvxK233gpXV1dbh0tErcTjayIiIiKiroMj0YmIiNpRWVkZtmzZgtdeew01NTWNts3Ozsb1118PmUyGv//+G8nJyVi9ejWeffZZnDx5Ej/88AMUCgUefvhhBAQE4IEHHkBcXByacT6ciIiIiIiIiFqJI9GJiIisxGAwICkpCQcPHjT+nDt3zljTfPjw4ZgxYwbKyspw7NgxFBcXIzAwEN7e3nB0dMS2bdtgZ2eH2NhYhIWFNbif7OxsfPHFF/jiiy+QkZGBkJAQ3Hzzzbj55psxevRoSKU8R06dm1qtxsWLFzFo0CBbh2IzPL4mIiIiIuo6mEQnIiJqg9TUVGzevBm7d+/GwYMHUVJSAolEgn79+mH06NEYNWoUxo0bh5ycHCxbtgwpKSlwcnLCkCFD4Ovri+zsbOTm5qKyshKjR4/G0qVLG02gX8lgMCA2NhY//fQTNm3ahNzcXPj7++Omm27C/PnzMWHCBEilUuh0OuTm5sLDwwMODg7t+4QQNaGoqAheXl4AAHd3dzg7O5u1mTVrFj799NNrekLdthxfGwwGZGdnw9nZ+Zp+joiIiIiI2psQAhUVFQgICGh0QBqT6ERERK20c+dOzJ8/HzqdDuPGjcP48eMxevRojBgxosPrlRsMBsTFxWHjxo3YuHEjMjIyMGDAAAwfPhxbt25FQUEBPDw8sHTpUjz22GNwcnLq0PiIgLoD1CsPTJ977jnI5XKTNpmZmVi/fj0++ugjPPLIIx0dYodpy/F1ZmYmgoOD2ykyIiIiIqLuJyMjA0FBQQ2uZxKdiIioFdatW4cHHngAs2bNwnfffdep/j8KIRAbG4vXXnsNFy5cwPz58zFp0iTs3LkTa9asgaurK5599lk88cQTZglMovZ05ahpg8HQ4CjqRx99FF988QWOHTuG/v37d1R4Haotx9dlZWVwc3NDRkZGp/rsISIiIiLqasrLyxEcHIzS0tJGB8MxiU5ERNQCQgi8+uqreOWVV/Dggw/i448/7lKJ6PT0dLzxxhv48ssvcdNNN+Hbb7+FQqGwdVh0jcrIyIC3tzcyMjJQW1trTIg3NcqjuroaI0aMAAAcOXIE9vb2HRJvR2rL8TWPzYmIiIiIrKO5x9aceYyIiKiZtFotHnjgAbzyyit444038Omnn3apBDoAhISE4LPPPsMvv/yCX3/9Fbfeeis0Go2tw6JrRG1tLQ4ePIhhw4ZBIpEgJCQE9vb2iIiIMBlR3lgCHQDs7e3x/fff4+LFi3j22WfbO2wiIiIiIqJGda1v/kRERB2spKQEn3zyCWpra7Fnzx4cOnQIGzZswN13323r0NrkhhtuwObNm3HTTTfh5ptvxi+//AKVSmXrsKgL8/HxQUFBQZPtmnERJACgf//+ePfdd/HYY49hxowZuP7669saIhERERERUatwJDoREVEj/vrrL7z44ov46KOPUFBQgO3bt3f5BHq92bNnY+vWrdi9ezfmzZuH6upqW4dEXdTXX39tTKAPGjQIa9asQVZWFoQQxp/a2lro9foW9fvII49g9uzZuOeee5CTk9MeoRMRERERETWJI9GJiIgaodPpANTVcHZwcLBxNNY3Y8YM/P7775gzZ44xqe7o6GjrsOgKer0eNTU1Zj8ajQY6nc74HlUoFBgwYECHX1Hw7rvv4umnnwYALF26FO+8847Fdq2pvS+RSLBu3ToMHDgQixcvxh9//AGplGNAiIiIiIioYzGJTkRE1AzNLUHRFU2ZMgU7duzAP/7xD1x33XX4/fff4ezs3K77jIuLQ2lpKQYMGAA/P79uN7mpTqfDH3/8ga+++gqpqamorKxEVVUV1Go1DAYDhBDQ6XTGRHlzqVQqjB07FtOmTcP9998PLy+vdnwUQFJSkjGBHhAQgLffftvq+/D29saGDRswc+ZMvP/++3jyySetvg8iIiIiIqLGMIlORETUCIlEAqBuUtFr2fjx4/HXX39hxowZePTRR7Fhw4Z22U9iYiKeeOIJ7Ny507hMLpfD398f4eHhCAkJwbx583DTTTcZn/trhRACSUlJWL9+PTZs2ICcnBwMGTIEw4cPh5OTE5ycnODg4ACpVAqJRAKZTAaVSgV7e3solUqoVCqoVCrjbaVSCblcDrlcDqlUiqqqKsTGxmL37t147bXX8J///AfPPPMMbr31VvTq1ctqz6darcaJEydw4403orCwEACwfv163H333e32ms2YMQNPPvkk/v3vf2PKlCkYPHhwu+yHiIiIiIjIEoloxtC68vJyuLq6oqysDC4uLh0RFxERUacQFxeHsWPH4uzZs+jfv7+tw2l3X375Je6//37s2rULU6dOtVq/BoMBb7zxBl577TUEBgbinXfewfDhw3H69GlkZmYiKysLSUlJOHfuHBISEjBgwAB8++23GDBggNVi6Ag6nQ4//fQTtmzZArVajZqaGlRUVCA3Nxe5ubnQaDRwd3fHnXfeifvuu6/dksGFhYV4/fXX8cknn0Cr1cLLywujRo3C0KFDMXr0aEyfPr1VZVGOHDmCkSNHmixbsGABfvjhB2uF3iCNRoNRo0ahpqYGx48f7/LlldpyfM1jcyIiIiIi62jusTWT6ERERI3Yv38/Jk6ciAsXLiAiIsLW4bQ7IQQmTZqE7OxsnD171ir1tWNjY/HMM8/g8OHDeP755/Hiiy822u/u3buxZMkS5OXl4d///jcWLFgAf3//NsfRnmpqavDVV19hxYoVuHTpEkaOHAkfHx/Y29vD0dERfn5+8Pf3R1hYGKZPn95hdctLS0tx6NAhxMXF4fDhwzhx4gQKCwsxYsQIfP311y16T+t0OpOyO0OHDsXKlSsxfvz49gjdooSEBAwdOhR33303Pv300w7bb3tgEp2IiIiIyPaae2zNci5ERESNKC8vB4B2rxHeWUgkEnz66acYNGiQceR4a+Xn5+O5557DunXrMGzYMOzevRuTJ09ucrupU6diz549ePDBB7F06VK8/fbbOHToEEJCQlodS3sRQuCdd97Bu+++i8LCQsyfPx8///wzoqOjbR0aAMDNzQ2zZs3CrFmzANTFu3//fjz44IOIjo7GRx99hMWLFzerr5MnTxpv6/V6m0zw2adPH6xcuRIPP/wwrrvuOsybN6/DYyAiIiIiou6n47/9EBERdSFlZWUAACcnJxtH0nH69OmDf//731ixYgVOnz7daNvU1FT8/vvvyMnJMS7T6/X4+OOPERERgc2bN+Ozzz7D4cOHm5VAr+fl5YVNmzbh8uXLkMlkGDZsWJOxdDS9Xo8HH3wQzz77LObPn4/ExET89NNPnSaBbolEIsHEiRNx/Phx3HLLLbjnnnvw/PPPIzc3F+Xl5Xj55Zdx+fJlaDQak+0MBoNxxLmHh4dNEuj1HnzwQcybNw/33XcfsrOzbRYHERERERF1HyznQkRE1Iinn34aP//8M9LS0mwdSoeqqanB6NGjUVRUhEOHDiEgIMCszZkzZzBhwgSUlZVBKpVi0KBBCAoKwqlTp5CZmYn7778fb775Jry8vNoUS2ZmJq6//nqkpqbi559/xtSpU1FcXAwvLy+bTT4qhMC9996Lr776CmvXrsWiRYtsEkdbCCHwyiuv4O2330ZNTY3Z+qCgIMjlcrz++us4evQoPvjgAwDA4cOHMWLEiI4O10RhYSEGDhyIvn374s8//7RpUr+1WM6FiIiIiMj2mnts3fW+cRAREXWggwcPmk2k2B2oVCps27YNQghcf/31qKysNFmflpaGWbNmISwsDPHx8fjss88wbNgw6HQ6zJkzB0ePHsXnn3/e5gQ6UJfMjY2NxZgxYzBz5kzY2dnBx8cHI0eOxJ9//tnm/ltKp9Ph9ddfx/r16/HVV191yQQ6UDcqffny5cjOzsaHH35oXF5/wiQzMxNpaWlYuHChMYH+yy+/2DyBDtRdqbB27Vrs3r0bMTExtg6HiIiIiIiucRyJTkRE1IDa2lq4urrizTffxJIlS2wdjk2cOXMG48aNw6BBg3DPPffA3t4e58+fx9q1a6FSqfD333/Dz8+vQ2LR6/VYunQpVCoV+vbti1WrVuHo0aN44okn8N5773XIqHS9Xo+pU6di3759ePbZZ/HWW2+1+z47mhACSUlJuHjxIjZt2oTJkyfjzJkzqKio6FSTeRoMBnh6emLp0qV44YUXbB1Oi3EkeutodBoUVxejRlcDAQGZRAaZVAa5VA6lTAl7hT1U8o6ZuJeIiIiIuj5OLEpERNRGP/74I2pqajBu3Dhbh2IzAwcOxMaNG3HbbbfhvvvuAwC4u7vjuuuuw5tvvtlhCXQAkMlkWLlypfH+HXfcgffffx9Lly7FqFGjsGDBgnaP4bPPPsO+ffuwc+dOzJgxo933ZwsSiQSRkZGIjIzE9ddfb+twGiSVSjFy5EgcOnTI1qFQB6isrcTRrKNIKUmBQRgabSuTyOCidIGryhURnhEIcwvrmCCJiIiI6JrFkehEREQWqNVq9OzZE8OGDcNvv/1ms9rbnYlOp0NNTQ0cHBw6VQ3qqVOn4syZM3jiiScwe/ZsDBo0qF1er5iYGFx33XVYtGhRpxqR3Z298sor+Oijj1BQUNDl/kY5Er35qmqr8OO5H6Ez6Fq8rQQS3NjnRng5tL20FBERERFde1gTnYiIqA1efPFF5ObmYuXKlV0uOdde5HI5nJycOlUCHQC+/PJLzJ49G2+88QaGDBmCkJAQ3H///di2bRt0upYn3Sw5efIk5s6di3Hjxhnrg5PtjRo1CkVFRUhJSbF1KNSOHO0cEeoa2qptBQTOF5y3ckRERERE1N2wnAsREdFVfvvtN6xcuRLvvPMOevXqZetwqAlhYWFYv349PvvsM8TGxmL79u3YunUrvvzyS3h7e2PmzJnw8PCAl5cX5HI57OzsYGdnh4iICLi4uCAiIgIKhQKpqanw9PSEl5cXlEql8eRJcnIyZs2ahcjISGzatAlKpdLGj5jq1U9yeujQIf6tXuNGBo1Eamlqk6VcLMkoy2iHiIiIiIioO2E5FyIioisUFhYiLCwMEyZMwO+//85R6F3YyZMn8d133+H333+HVqtFeXk59Ho9amtrUVFR0ei2SqUSDg4OUCqVKCkpQVhYGGJjY+Ht7d1B0VNzRUVFYdq0afjoo49sHUqLsJxLy21K2IRCdWGrtl04cCEcFA5WjoiIiIiIujpOLEpERNRCBoMBTz75JKRSKTZs2MAEehc3ZMgQDBkyBO+8847ZuurqauTn56OsrAzx8fGora1FZGQkSkpKUFhYiLKyMlRVVaGmpgZarRb/93//xwR6JzVq1ChOLtpNyKWt/+qSX5XPCUaJiIiIqNWYRCciIgKQnZ2NhQsXYu/evVi3bh0Tptc4e3t7hIbW1VgeOHCgjaOhthg1ahS+/fZbqNVqODhwpPG1rBkX0DYorzKPSXQiIiIiarXONTMYERGRDfz+++8YMmQIkpKSsGvXLixevNjWIRFRM40aNQo6nQ4nTpywdSjUztxUbq3eNr8q33qBEBEREVG3wyQ6ERF1W3q9Hk8//TSuv/56DB8+HEePHsXUqVNtHRYRtUD//v3h4ODAki7dwKigUQhxDWnVtq2tpU5EREREBLCcCxERdVOVlZW444478Pvvv+O///0vlixZwhroRF2QXC7H8OHDmUTvBpRyJWb1moVCdSEuFl1EYmEitAZts7bVGrSo0FTAWenczlESERER0bWISXQiIup2srOzMWfOHCQlJWHbtm247rrrbB0SEbXBqFGj8PXXX9s6DOogXg5e8HLwwiC/QTiSdQRJRUnN2q5cU84kOhERERG1CpPoRETU7Tz99NPIzs7GgQMHMGjQIFuHQ0RtVFpaiuzsbAgheEVJN+KgcMCksEmI8IzA3tS9qNJWNdperVV3UGREREREdK1hTXQiIup2CgsLMX78eCbQia4Rn332GQAwgX6Ny67Ixk/nfsKvib/iQuEF4/IA5wDc2OfGJicebW7pFyIiIiKiq3EkOhERdTsajQYKhcLWYRCRFej1eluHQO2sVl+LpKIkHMk6Ap1BBwDIr8pHamkqerr3hIBAhGcEZveejV8Tf21wRLoEPMlCRERERK3DJDoREXVLBoPB1iEQkRUIIeDv74+cnBwMGDAA8fHxmDVrFnr16oWcnBz4+Pjg7bffhpOTk61DpVao0dVgS+IWlGnKzNall6UjvSwd9nJ7RHhGwNHOEdN7TseWxC0QEGbtlXJlR4RMRERERNcgJtGJiKjbCQwMREZGhq3DICIrkMvlOHPmDObNm4eDBw8CAHbs2AFHR0dUVdWNSF69ejWSkpLQu3dvW4ZKLVCrr8XO5J0o05Q1Wcvcx9HH5HakVyQSCxPN2tnL7a0eJxERERF1D6yJTkRE3U5wcDCT6ETXEC8vL/z9998wGAwwGAwQQqCiogK5ubkYMWIEAGDo0KE2jpIaU64pR7W22nj/SNYR5FTmNGsy0DJNGUqqS4z3+3j1sdjOyY5XIxARERFR6zCJTkRE3Y6bmxtyc3NtHQYRtYP6yUUlEgl8fX0RGxuLkJAQVFRU4MUXX7RxdGTJgfQD+CH+B3xz5hvsurQLsZdjcb7gfLO3L60pRWx6LLT6uolDvRy8YCezM2kjlUiZRCciIiKiVmMSnYiIup0tW7ZgypQptg6DiDqAnZ0dvv76awDAG2+8AYlEgq1bt9o4KqqXWJhoTJgLCFwquYSEwoQW91NcXWxyAsVd5W6y3lXpalxPRERERNRSrIneDMXVxajQVEAv9JBAAplUBrlUDoVUAaVcCQeFA+RSPpVERF2BTqfDiRMn8O6779o6FCLqIBMmTEBCQgL69Kkr8zF37lzU1tZCoVDYOLLuTaPT4FDmIav0FeQSZHI87mTnhLyqPON9Xydfq+yHiIiIiLonZn4bkVSUhOPZx1FRW9FkW3u5PVyULvBx9MEQ/yFQyVUdECEREbVUamoqamtrERkZaetQiKgDRUVFQa1Ww8HBAW5ubpDLeRhsa9W6avR07wk/Jz8czDyIGl1Nq/vKLM/E6dzTGOQ3CADMjsX9nfzbFCsRERERdW8s59KAuIw4xKTFNCuBDtR9CcirysPZ/LPYl7avnaMjIqLW8vHxgZOTE/bt42c1UXezbds2AMDChQtZ2qMTcFO5YXzoePT27I3+Pv3b1FetvhaHsw6jXFMOAGY10T3sPdrUPxERERF1b0yiN6CPVx9IJa17ei6XXUZlbaWVIyIiImtwdXXFAw88gE8++QRqtdrW4RBRB/r1118BANOnT7dtIGTCIAxWO3ZOL0sHAChkpqV6rk6qExERERG1BJPoDXC3d0eUV1Srt88sz7RiNEREZE3z589HaWkpkpKSbB0KEXWg+jJOo0ePtnEkdKVj2ceQWJhovO/j6NPqvnQGHQBAITVNoguIVvdJRERERMQkeiNCXENavW1+Vb4VIyEiImvRarV49913IZVK4eDgYOtwiKgDzZgxAwCwevVqG0dC9QzCgAuFF4z3Q1xDcEPUDQh2CW5Vf/XH71dOMgrUTWJKRERERNRaTKI3QiaRtXrbgqoCK0ZCRETWsm7dOmzZsgU//fQTIiIibB0OEXWg+rkQfHxaP9KZrCunIgfVumoAgFQixdjgsdAZdChUF7a4r0DnQGPt86vLMtbXSm8pITiCnYiIiIgAedNNuq+2XPZZXF0MrV5rVo+RiIhsS6vVQiaT4cYbb7R1KETUgfR6PZYtWwZXV1fcfffdtg6H/j97hT2kEikMwoBhAcPgrHRGZW2lMbHeXE52ThgfOr7B9TmVOejp0bNFfeoNevx+8XfU6GpgJ7ODp70nFDIF9AY9KmoroDPoYC+3x/DA4XBRurSobyIiIiLqWphEb4Sbyg0SSFqVTBcQKFAXIMA5oB0iIyKi1urVqxe0Wi3+9a9/4cMPP4REIrF1SETUAaRSKTQaDf75z3+ylFMn4mHvgbsG3oVqXTXcVG4A6hLifk5+yK3MbXJ7F6ULoryi0M+7X6ODV5KLkxHtHw0HRfNf+8tll01iaKhco6vKFcMChjW7XyIiIiLqeljOpRFOdk6YGj4VSpmyVdu35jJUIiJqX9OnT8ejjz6Kjz76iBOLEnUjZWVlAICioiIbR0JXU8qVxgR6vet6XYexwWMbTXoPCxiG2/rfhsF+g80S6FcPgqnV12JH8g7U6mubjCevMg9fn/4ae1L3NNnW2c4ZA3wGNNmOiIiIiLo2jkRvQrh7OIJdgpFamorzBedbNGFocXVxO0ZGREStIZFI4ObmBoDJNKLuorKyEkOGDAEALF682LbBULMoZAr08+kHqUSK2PRYi22OZx9HZnkm3FRuGBU0CnYyO+M6gzCYtS9UF+KPi39gTuQcs5rpV9qbtrfZ5WSUciWU8tYNuCEiIiKiroNJ9GZQyBSI8IxAhGcELpVcwqHMQ6isrWxyu9ZOYERERO2jsrISDzzwAH744Qe8/vrrGD16tK1DIqIOcPLkSaSlpQHgRJFdTaBLINxUbiitKTVbJyCQW5mL3MpcZJRloI93H0T7RwOoq2duSV5VHs4XnEd/n/4W11fVVrXoGL5QXYifz/0MV5UrxoWMa1G5GCIiIiLqOljOpYXC3cNxa79b0cerT5Nt1Vp1B0RERETNtXz5cvz222/48ccf8cILL7AeOlE3MW7cOGzZsgVeXl6YM2cOsrOzbR0SNZOL0gW39rsViwYtwtzIuRgVNAp+Tn5m7aq0VTiWfQwZZRkAAL2wnEQHgKQiy6W8dAYdcipzWhxjSU0J0krTkFWe1eJtiYiIiKhrYBK9EQZhwJ7UPfj+7PfYk7rHmBSXS+UYHzoeo4JGNbq9Vq/tiDCJiKgZ0tLSsHr1ajzyyCO49dZbbR0OEXUgiUSCuXPn4q+//kJ1dTX2799v65CohZRyJfyc/DDQdyDmRs6Fk52TxXZ5VXkAGj8OL1IXQWfQmSxLKU7Bd2e/a1Yd9IZwFDoRERHRtYvlXBqQW5mLEzknkFmeCQCoKK5AZnkmBvgMgEQiQZRXFAb6DoTOoMOx7GMW++AIRyKizuPZZ5+Fh4cHXnrpJVuHQkQ2olTW1a7mMVrXF+IagvMF582WB7sEAwBqdDUNbisgUK2thrPSGQCQX5WP3am7W7R/N5UbwtzCUFJdgiptFVRyFfyd/VvUBxERERF1HUyiW3A27ywOZh40W16jq8HR7KMAADuZHfp690W0fzTyq/KRXpZu1v7KyY2IiMh2SktL8euvv+Ktt96Cs7OzrcMhIhtQq9X497//DU9PT0ybNs3W4VAbqeQqi8vrj78bK6sogcRke0uTkDbG094T1/W+jiPPiYiIiLoRJtGvcL7gPBIKElBUXdRkWx9HH+PtscFjkVmeaXYAzgNrIqLOYdOmTdBqtViwYIGtQyGiDlZbW4tXX30VX3zxBfLy8vDmm2/C09PT1mFRG0kl5lUp3VRusFfYA2g8ie7j6AOFTGG8n1eZ1+i+HBQOcFO5IcA5AGFuYfCw92hl1ERERETUVXXbJLpWr0WVtgouShdIJVKUa8pxKPOQWX1ES6QSKS6VXIKXgxcAwFnpjCCXILPR6A3VaiQioo61adMmjB49GgEBAbYOhYg6iMFgwCeffILXXnsN+fn5uPvuu/HMM8+gX79+tg6NrMDfybx0ysjAkcYR5hq9psFte7j3MN4uqCrAuYJzje6r/upTIiIiIuq+umUSvbi6GNuStqFGVwMnOydEeEYguTi5WQl0oO6SzzN5Z+Bh74FeHr0AAAHOAWZJdGc7lgwgIuoMhgwZgrfffhunT5/GoEGDbB0OEbUzrVaLRx55BGvWrIGXlxd+++03zJkzx9ZhkRX5O/tjfMh4xKbHAgCCXILg5+RnXN/Qcb1UIkVvj94AgIyyDOxI3gEB0ei+GhvVTkRERETdg/l1kNc4nUGHv1L+Mk42VFlbiRM5J1CuKW9RPwZhQIWmwnjf0mWd7vbubQuWiIis4sUXX0SfPn1w2223oaqqytbhEFE7OnnyJCZOnIj169fjyy+/REFBARPo16g+3n0Q4RkBhVSBiaEToZQrjetkEpnFbcLdw2GvsMeRrCPNSqATEREREQHdMIl+MuckyjRlVunryktBLZVuuXI0DBER2Y5SqcT333+Py5cvY8mSJbYOh4jaQCKRGH92794Nna5uxPGJEycwd+5cREdHo7CwEDExMbj33nttHC21t0lhk3DPkHvgaOdosryhuYn6edeV8xFCNDuBnl2RDb1B37ZAiYjaQWVtJeIy4hCfHw+NruEyVkRE1HbdLokuk8owNngsIj0j29zXvrR9xhHs9fUX67koXTixKBFRJ9KnTx98+OGHWLNmDX755Rdbh0NErZCTk2Nyf9q0aXB2dsYLL7yA66+/HidOnMCaNWtw7tw5jBkzxkZRUmfgqnI1WxbgHABfJ18AQH+f/i3qr1Zfa5W4iIisaU/qHsTnxyMuIw4/n/8Z1dpqW4dERHTN6nZJ9Gj/aPTz6YexIWOhkCra1FdeVR5O5JwAANjJ7EzWWSrvQkREtnXffffhlltuwQMPPICsrCxbh0NELVQ/OXB8fDz27duHoUOHwsnJCW+++SZycnKwc+dO3H///VAo2naMR12fj6OP2bKRgSONtx3tHDG/73wM8Blgdhx/tbHBY2GvsLd6jEREbZFZnoncylzjfbVWjawKHt8SEbWXbjmxKIAW10BvyOXSywDqJimSSWTQi7pLPZs6GCcioo4nkUjw6aefon///rj//vuxfft2SCQSW4dFRM2wZ88e4+1+/epKchw7dgxCCCQkJCAsLAwODrwKkOr0cOuBQ5mHjCPI+3j1gbejt0kbD3sPjA4ejZFBI1GoLkReZR4yyzORU5ljMjGpv7N/h8ZORNQcCQUJZsvcVZyXjYiovXTLJHqNrgZbErdAa9ACqCvFopQpW1UrvT5pDgAKmQJ6Xd19IThJERFRZ+Th4YEvvvgCs2fPhrOzMw4fPmxMyBFR56TRaDB9+nQAwKVLl0zWSSQS9O3b1xZhUSemlCsxo+cMHMs+Bi8HL5NR6FeTSqTwcfSBj6MPBvgOgBACBeoC7E3dizJNGbLKsxDsGtyB0RMRNe3q/EW4ezg8HTxtFA0R0bWv25VzAYDk4mRjAl0CCWb1moXJPSa3qq8Q1xDjbbn0f+ckNHpO6kFE1Fn94x//wJNPPomqqiokJibaOhwiaoJKpYLBYMBPP/2EHj16NL0BEepqoM+NnIsxwWMgk8qavZ1EIoGPow+u630dnOyckFqa2o5REhG1jkEYjLcdFA4YFzLOhtEQEV37umUS/VLJ/0YwRXpFwsfRx6SWWEtcOSmRVPK/p7Mt5WKu/GdIRETt46233gJgPlEhEXUuS5YsAQAMHjwYt9xyi42joe7ERemCG6JuaPEkpEREHaGv9/+uwhofMh4qucqG0RARXfu6ZTkXR4Wj8feIwBEAgOLq4hb3M8RvCPyc/CyuK60phVqrhoOiZbU5U0tSEZcRB6lECm9HbzgoHCCVSKHWqlGtrYZEIkGwSzAG+A5ocbxERPQ/UqkUTk5OWLZsGR5++GHI5d3yXyJRp5WSkoJ77rkHsbGxAIATJ07YOCLqjhwUDi0+nici6giRnpE4nHkYABDoEmjjaIiIrn3dMmMwNXwqhtUMg73C3jgBaG+P3kgqSmpyW5lEhmDXYAz2GwwfR59G28bnxxuT9M11NPsoqrRVAICK2gqLbbIrstHPp5/JyHciImoZmUyGH3/8EbNnz8aFCxdYF52ok7nzzjtx+PBhjBo1Cu+//z4nASYiIrqCQqbAIL9BcLZzNiktS0RE7aPbftK6qlxN7ge6BOLGqBtxOu+0SbmXK6nkKtza79YGL5O6ugzLqdxTcFO5IcIzotFYhBDYm7YXaaVp0Bl0TcY+MnAkE+hERFYwYkTdic74+Hgm0Yk6mfqrQw4ePGjjSIiIiDqnYQHDbB0CEVG3wUzsFbwdvTEtfFqDl2zW6Grwy/lf8GfKn0gpTjFbb6mW+b60fUgrTWt0v8nFyUguTm5WAh0AnJXOzWpHRESNu3jxIgAgODjYxpEQ0ZWEEHB2dkZgIC9PJyIiIiIi22MS3YJIz8gGL4dSa9VIK03DntQ9+O3CbyYTiFpKogsIHEg/0OhkoTmVLZvUbk/qHuxI3oEzeWdatB0REZnatWsXAGDkyJE2joSI6gkhcNddd2HHjh2YNWuWrcOhZiiuLsamhE1ILk62dShERERERO2CSXQLhgcOxz2D78Ft/W/DtPBp6Ofdz1g7vZ6AQG5lLvak7jEu0xv0FvtTa9XILM+0uK6spgylNaUtik9n0CG9LB3nC863aDsiIjJlZ1f32Z6YmGjjSIio3m+//YZvv/0WPXv2xMcff2zrcKgJF4su4tfEX1GoLsSx7GO2DoeIiIiIqF0wid4AiUQCF6ULwt3DMTZkLEYHjbbYrqCqwDjKvLFyLLmVuSb3q7XV+DPlT/x47kezdc3VUNkZIiJqnieeeAJOTk744osvbB0KEf1/jzzyCABg9erVUCqVNo6GmnKp5JLxGLhcU46koiQbR0REREREZH3ddmLRlgpxDbG4PNAlEFKJFDW6GgiIBrdXa9Um92PSYpBRntGiGPp49YGAQLmmHDW6GvT36d+i7YmIyJRSqcT111+P999/H1qtFh999JGtQyLq1v766y9kZWUBAKZPn27jaKgpBVUFSC9LN1l2MOMgXJWu8HXybXY/QgjohR4Vmgq4KF0gk8qsHSoRERERUZswid5MKrnK4vL6Mi9XJ8mvZi+3N7nfWI30q8kkMowMGsmkORFRO/jiiy/g5uaGtWvXMolOZGP//Oc/AQBHjx61cSTUFI1Ogx3JOyCXymGvsDfOE6TRa3Cx+GKLkujJxcnYm7YXADAuZBz6evdtl5iJiIiIiFqL5VyaSSKRQCoxf7r8nfwBNJ1ED3QJNN42CAMK1AUN7wsSeDl4IcIzAtPCp+HuQXczgU5E1E4cHR0xevRoVFdXo6amxtbhEHVbO3fuREpKCl5++WUMGzbM1uFQEzLLM1Gtq4bOoMOwgGFwVboCqBv8Ee4e3qK+rryaU6vXWjVOIiIiIiJr4Ej0FvBz8kN2RbbxvpeDF/r59ANQNxqnIUqZEgHOAQDq6qYfzTqKWn1tg+1lUhnmRc7jpaxERB1ELq/7d5iXl4fQ0FAbR0PUPR06dAgAcNddd9k4EmqOcPdwaPQauKnc4O3gjcull1FRW4F+Pv2QU5GDjLIMeDp4ItQ1FAqZotG+9Aa98babyq2dIyciIiIiajkm0VtgWvg0bEvahuLqYsilcgz2G2xcpxf6Brfr7dkbUokUOoMOO5J3mCTiLdEZdKjV18Jeat9oOyIiajshBN5//30MHDgQISGW578govY3fPhwAEBcXBx69epl42ioKRKJxFh2JaEgASklKQCAM3lnTNrJpXJEeEZgsN9gONk5WexLo68bjCKVSOHn5NeOURMRERERtQ7LubSASq7ClB5TYCezQx+vPiaXqloq9VKvn3c/FFcXY1PCpiYT6ERE1LESExNx9OhRPPvss5BIJLYOh6jbunDhAgCgR48eNo6ErEln0OF8wXn8GP8jDmUesng1plKmBAC4KF2glCs7OkQiIiIioiYxid5CHvYeWDx4MUYHjzZZ7qBwsNg+yCUIripXKGVK1OiaX2s3ozyjTXESEbWXpKIkxGXEIacix9ahtIpGo8F7770HT09PzJgxw1hCIiIiwsaREXVfQggsW7YM06dPx/jx420dDrWAzqDDuYJzTbbTCz3O5J3Bj/E/Irk42WSdi9IFAFBaU4q8yrx2iZOIiIiIqC2YRLeS+smUrjbEbwgAwNHOET3cmj+yipMqEVFnlFWehZi0GMTnx2Nr0lacyDlh65Ba7JZbbsFTTz2F8ePHIz09Hffeey8AwM+PJQSIbOXYsWOoqKjAuHHjbB0KtVBaaRokkMDZzrlZ7at11diTugd/pvyJam01gLp5huqv6izTlLVbrERERERErcWa6FbiaOcIR4UjqrRVxmUhriHwd/Y33h8dPBoBzgGIz49HXlXDo2z8nPyME5YSEXUmx7KPmdy/WHQR0f7RNoqm5WpqahAbG4uQkBD8+uuv0Gq1WLt2LVQqFYKCgmwdHlG39c9//hMAsGjRIhtHQi1RXF0MIQRu6nMTCtWF2Jq0FXKpvFlXX6aVpiG3Mhdjg8eip0dPTAufhtO5p+Fh79EBkRMRERERtQyT6FYU6RVpHJUpl8oxJniMyXq5VI6eHj3R06Mn1Fo18irzkFOZg4yyDJNRN5xQiYg6o+LqYrMTgO727jaKpnUkEglKS0tx1113AQAUCgUeeughG0dF1L1lZmbi+PHjiI6ORmhoqK3DoRZwU7kZk97ejt64td+t2H1pd7NLGNboarA7dTeSi5MxJngM5kXNa89wiYiIiIhajUl0K4r2j4Zaq0aFpgJD/IcY6zta4qBwQA/3Hujh3gMIBjQ6Dc7mn8WJnBOcfJSIOqVyTbnJfalEimEBw2wUTets374dAPDggw/aOBIiqqfRaAAAc+bMsXEk1FL1JVjqOdk5IdAlsNErLi25XHYZWRVZGOg7EIN8B0EhU1gzTGpAVW0VJBJJg3M7EREREdH/MIluRVKJFBNCJ7RqW6VciWEBwyCEwMnck1Br1TygJaJORW/Qm9wf6j+0y112L5FIAAB5eXno37+/jaMhIgD4+eefIZVK8eSTT9o6FLKCYQHDEOQShNO5p3G57HKzt9MZdDiRcwIJBQmI9o9GH+8+Zkl6W9PoNMiqyEK5phxSiRTOds5wVbnCVekKmVRm6/BaLL0sHQqZAr08etk6FCJqJiGE8XiWiIg6FpPonczwwOEIcA5gAp2IOp1Qt1Dj3A9eDl4Y4j/E1iG12Jw5c9CjRw/ccssteOihh/DSSy/BwYGft0S25OzsDIPBgOTkZERHd505Fqhhfk5+OGaom0NDLpVDZ9A1e9tqXTX+zvgbp/NOY4DPAPTx7gO51LZfWTQ6DQ5nHUZSURIMwmCxjYvSBV4OXvB19EWwazDcVG4dG2QLCSFwNv8s+vvwhDJRZ1SuKUdWeRYkEgkqaytRqC5EcXUxqmqr4KpyxVD/oejp0dPWYRIRdStMondCgS6Btg6BiMiMXCpHhGcETuaeRKhr16xbLJPJcOjQIdxwww146623cP3112Ps2LG2DouoW9Lr9cjNzcWyZcsAAD169LBxRGRNQS5ByK7Ixuig0YhNj23x9pW1lTiYeRCn805jROAIRHhGtEOUTTMIA7YlbUNRdVGj7co15SjXlONSySUczDwIN5UbfBx94Ovoiz7efTooWnMJBQlILk5GRW0F5kXOg6OdIwAgszwTpTWl6OHGvzuizsYgDNiUsAm1+lqL60trSpFbmcskOhFRB2MSnYiImq23Z29U1lain08/W4fSanK5HF5eXlAoFBz1SmQDNTU1+Pe//433338fQN0Evz/88APc3bvWRMXUuF4eveCgcIC93L5N/ai1asSkxSCpKAkTQic0OudQeziTd6bJBLolpTWlKK0pRVJREqq0Ve02h0hKcQqOZR+DRl83t8CwgGHo690XAJBbmWtyAuPKWvOXyy7XvT6Ktr0+RGR9QogGr+CRQIIpPaYwgU5EZAOdq9AgERF1am4qN0zuMRkqucrWobTa888/j9jYWHzyySewt2fygKgj6XQ6PP7443j//fcxbNgwfPXVV0hOTsaCBQtsHRpZmZOdEyI8I+Dn5GeV/rIrsvHzuZ9xOvc0hBBW6bMpxdXFOJ59vM39nMg5gfSydCtEZK5AXYAyTRlqdDWo0dUgLiPOmHyrqq0ytlPKlLCT2RnvF6mL4GTn1C4xEVHbyKQyTAidYHa8rZAqmEAnIrIhjkQnIqJu5fDhw5g/fz7uv/9+W4dC1O08/PDD+PLLLzFz5kzs2LHD1uFQByjTlEElV0ElV6G0prRNfemFHoezDuNSySVM7jG5XeuOG4QBuy7tgl7om27cDPvS9uGWfrdY/ST0qKBRiPKKQmpJKo5mH4VBGJBelo5w93D4OfkZa9L39uxt3MYgDCiqLuqypdmIuoMIzwj08uiFgqoCVNZWwk5mBx9HHyjlSluHRkTUbXXJkehCCMRlxGFb0rYWTVRERERUW1sLlarrjqQn6srqr/6IioqycSTUUbwcvDAvcl6by7pcqUBdgI3nNyI+P95qfV4tuTi5zUn/K1XrqhGXEWe1/i4WXcSfKX9ib+peJBYmokBdYFwXlxGHkuoSONo5WkyUq7Vq6Aw6eDt6Wy0eIrI+qUQKXydf+Dn5IcA5gAl0IiIb63JJdLVWjT+S/0B8fjyyK7JxqeSSrUMiIqIu4tNPP0ViYiL69u1r61CIuqV58+YBALZt22bjSKgjJRYmIqcyB14OXojyikKoayikkrZ9DdELPeIy4vDHxT9Qo6uxUqT/k1yc3C59Xi693KY+LpdexjdnvsHetL1IK03DxeKLOJN3BmmlacY2aq0aP5//Gd+d/Q6Xy+r2l1GWYVxfPxqe5VyIOr/M8kx8H/89vj7zNUqqS2wdDhFRt9blyrmotWpklmca75/MOYleHr3afCBORETXJoPBgKNHj8LR0REvv/wyxo4diwcffNDWYRF1Sw899BAA4I033rBxJNRRymrKkFeVhzsG3GGStM0oy8AfyX+0uf+M8gxsPL8R03tOh4+jT5v7AwCdQYfsimyr9HW1/Zf34xan1pd1yavKg1qrblbbytpK4+0yTRlKqkvgbu8OuVQOV6UravW1rYqBiDpOQVUBDMKAWn0tyjRlcLfnJNxERLbS5TLPV0/uU6YpQ0xaDAzC0KJ+dAYdqrXVKNeUWzM8IiLqJDIyMvDss88iPDwco0aNwoABA6DX6/H2229DJpPZOjyibsnBwQEAUFNj/ZHD1Dm5qlwxN3Ku2ajnYNdgeNh7WGUfVdoqbL2wFUlFSVbpL7siu8XfLZqrWleNmLSYVm8f4BwApax1JR3qR6UDgI+jT6OPMaEgAYczDyO5OBl6g3XqwhNRy/X36Y+BvgMxLGAY5zEgIrKxLjUS/UTOCVwuuww3lRsqNBXGiX6Si5MxOmg07BXNr7X4y/lfUK4ph0quwt2D7m6vkImIyAZKS0sxduxYlJWV4fbbb8ctt9yC0tJSjBw5EkFBQbYOj6jb+vnnn9GnTx/cd999uP3222FnZ2frkMiGtHqt1frSCz1i0mJQVlOG4YHD29RXTkWOlaKyLL0sHecLzqOvd8tLiwW5BCHKKwqn8063eNsTOSfQ26M3HO0c4apyRVJREiI9IyGTmp5YFkLgbP5ZY014Jzsn9PfpjyCXIKud+CCi5lHIFBgVNMrWYRAREbpYEr2+NqGL0gUhriG4UHgBGr0GQS5BLUqgA3UHhwA4MSkR0TVo9+7dyMjIQGJiIiIjI20dDhH9f8nJdcdyS5cuZQK9myuuLkZFbYXV+z2ZexKVtZWYGDax1eUesyqyrByVuUOZhxDgHAA3lVuLt3VTuSHYJRgVtRUtnvy0voyMt4M3jmUfw+Wyywh3Dzdpc77gvMnVupW1lTiUeQgA4GznjCivKAzxH9LiuImIiKj9aXQabEvahusjrueExFbWpcq5TAufhlFBozAtfBqCXOpGEno5eCHIJQiHMg/hZM5JFKoLm9VX/Sj21hy4EhFR5xYcHAwA2L9/v40jIaIr7dq1CwDw3HPP2TgSsrXDmYfbre+LxRexI3lHq0a6F6oLm/19oi10Bh1i0mKMA3taItIrEtf1vg639rsV10dc3+zvMz6OPsZR58GuwfB38rdYX72nR0/c1OcmSCABUDcSfVTQKNjJ7FBRW4Gj2UdZT52olU7lnsKGUxtwJu+MrUMhomuUXuhRVF2EhMIEW4dyzelSI9E97D2MlxDGpMVAo9dAo9aYHOgezT4KT3tPDPYbjJ4ePRvsq0ZXV4szwDmgfYMmIqIOlZycbEzUrV+/Hg888ICNIyKieqtWrYJcLoebm5utQ6EOVqGpwN8Zf8PH0QcVmgpklGe06/4yyzOxLWkb/tH7Hy0ahXUs+1g7RmUqvyofZ/LOYJDfoFb3EeAcgFv73YrK2kpUa6tRq6/F3xl/WxyhfvXEqz09eqJaW23WTiVXmVyt62TnhN4evdHTvScyyjPgoHCAnYxXkhC1lBACp3JPoVZfi4tFFzHQd6CtQyKia5CDwgFyqRwVGutf8dfddamR6M1VVF2E3am7sfH8RmSVW74c88pLGYmI6NoghMC0adPw0ksvITQ0FF9++aWtQyKi/0+v18NgMGD69Om2DoVsILEwEell6TiWfQwXii50yD4L1AXYfnF7s0dNZ5VnIb0svZ2jMnUs+1iLS7JY4mTnBG9HbzjaOcJd5W6xjbOds9l9F6WLxbYyiQzjQ8fDRemC3MpcfH3mayQXJyPKKwohriFtjpeoOyrTlBk/j7QGLQ6kH+iQK1+IqHNp7wm7EwoSoDPo4Kpybdf9dEddMol+seiixUsPr1ZUXYTfL/6OXZd2mbWvP2DsqIN4IiJqfwkJCbh8+TI2bNiA5ORkREVF2TokIvr/iouLAQBTpkyxcSRkCw2NXLaT2WFcyDj08eoDudT6F8kWqAuwI3lHs+ZBOpp91Or7b4pe6LE3dS8MwtD2vgx6/HL+F6SWplpcn1meabIfpVxpNqloPXuFPaK8ouCqrPsCPqXHFPTx7tPmGIm6syvnGijXlON8wXmklabZLiAi6jAGYUBcRhx+Of+LcZ4Ra6i/sqW+xHVMWgz+zvgbXg5e6O/T32r7oTpdqpwL8L/Z4oNdgpt9GeilkkvIKs/C2JCx6OXRC0Dd5Yy5lblWGflBRES2p9frcccddyAyMhJz586FXN7l/sURXZPOnz+PP/74A2+99RYAYNq0aTaOiGyhoQT5sIBh6OvdFwAwPHA4koqSkFiYaNVj9NzKXGy/uB2zes1qMJmfU5GD/Kp8q+2zJQrUBTiefRzDA4e3qR+ZVAapRNpgQj61NBVppWnGiURlElmTNdl9nXwR4ByAcPfwVk/USkR16kvKXonlZYm6h0J1IeLz4wHUTa7e27O3WZm1lsqrzMMfyX+YXXEnlUgxLXwa/2+3gy6VYdAZdEgpTsG08GlwUbpg96XdyKrIsvjP6GoavQZ7UvfgUskljA8ZjyF+Q6DVayHQ8sl8iIiocykuLsaTTz6J06dP49ChQ3BxsXx5OhF1DCEEli9fjg8//BAlJSUAgD59+uC9997D4MGDbRsc2URDJVWuLA2ikqsw0HcgBvoORHZFNuLz4602SjO3MhebEjZhTPAYBLsEQyKRGNflVeYhJi3GKvtprVO5pxDoEtjqhJpaq8a2pG1Njri/crLVck05tIbGJ1+N9o9uVTxEZO7qk1bOds5MohN1Ez6OPoj2j8aJnBMA6ipstCWJrjPoLCbQAaCXR68Gy7VR23SpJLpMIkOEZ4TxoHdyj8lIKU7B3rS9ze4jrTQNORU5GBk0EuNDx7dXqERE1IE++eQTbNiwAStXrsTIkSNtHQ5Rt6bT6TBmzBgcPVpXGmPJkiX417/+hdDQUBtHRrbUx7sPEgoTUFlbaRwtLZPIGvySF+AcgADnAJRUl2BH8g5U1LZ9cqxyTTl2JO+AUqaEj6MPFDIFiquLO8WVqQICuy/txk19boKjnWPzthECKSUpSC1JRXZFNjR6TbP2U+9k7kkEuQS1OmYiapmrJzkOdAm0USREZAvR/tFIKEhAta4a5wvOo1xTjmnh06CQKVrcl1wqh4e9B3Irc02WBzgHYGzwWGuFTFfpUkn0K0eMAHWXKAS6BMJB4dCsGun1NHoN9l/ej4SCBIwOHg0/Jz9rh0oNyK/Kb/MlK0REV9u6dStuuukmPPHEE7YOhahbO3r0KBYvXozz58/jtddew4svvmjrkKiTUMlViPCMwImcExgVNAplNWUIdWv6xIq7vbvVa6Vr9Jpml4XsSNW6auxM2Ym5kXObfMypJak4mn20xScALpdeRpRXFEqqS1CoLkS1thp5lXmorK3Egv4LeOk3UTsKcQ1BT/eeSClJAQDjnANE1D1U1laiWlcNoO6kdkZ5BrIqshDmFtaq/vr79Dcm0V2ULpgePh2eDp7WCpcs6FJJdEscFA6YGzkXpTWl2JG8o0XbFqgL8NuF3xDqGooRgSPgbm95JntbKqgqQH5VPmr1tbBX2MNF6QI3lRscFA62Dq1VDmUewtzIubYOg4iaSQhhdgKzMxo5ciQ2btzYZeIluhY98MAD+OKLLwAAy5cvZwKdzPT36Y+koiT0dO8Je4W9yTohBDR6DaQSqbFuuc6gQ2JhIkpqSmwRrk0UqguxJ3UPpodPt/j/rLK2EjFpMciuyG5V/+ll6diXts842l2j1yDaPxpeDl5MoBO1M6lEiqnhU9G7rDfO5J3h4DKibsZR4QiFVGFSSu3KMmstFe4ejtm9ZyOnMgdRXlFwsnOyRpjUiC6fRAfqzrhU1VYBgPHgryUz3F8uu4z0snSEuYVhsN9geDt6t0ucLZFWmoYjWUcaHF2ikCrgYe8Bb0dvBDgHIMglyOqjdKwtuTgZZTVltg6DiCwQQiC1NBW1+lroDDoUVxejUF2I0ppSSCBBgHMApvSY0qpLzTrClClTsGrVKuTm5sLf39/W4RB1S4WFhcbbCxYssGEk1NkUqYtQpa2Cg8IBt/W/zSxZqzfosTNlJzLLMwEATnZOkEqkUGvVTdb4vhallabhYOZBjAkeY7I8qSgJcRlxDdaXbw4BgQtFF4z3XZWusFfYm5WZIKL2E+IaYjIfBBF1DzKpDAN9B+J4znHjsszyTPT27N3qPgNdAlkaqgN17qxrC3g7ekMlV6GXRy9klWe1eMSKQF0CKbU0FT3cemBM8Jhm1yO0tpTiFOxO3d1oG61Bi7yqPORV5SE+Px5yqRz+Tv5wU7mhj3cfuKncOibYq5RrynEi5wQK1YUIcA4wOfiPz49HuHu4TeIiosadyTuDw1mHG1yfU5mDal11p02iq1QqAEB1dbWNIyHqvr755htcd911iI2NNf5NEgF1k17WXzE6JngM+vv0N1lfoC4wJtCButHW3V18fjwcFY4Y5DcIZTVliMuIa5cSNEXVRfjl/C9wUbpgROCIBo/VC9WFSC5ORqRnZKe8epeIiKgrGOg7EAmFCcaS1MnFyejv07/Bwbynck/BRemCIJcg45V6baXWqnE8+zjGhYzjVdwtdM0k0eVSOSaFTYKTnRPyq/Lb1FdqaSoyyzMxPHA4+nn369A3Va2+FnEZcS3eTmfQIaM8AxnlGUgpScENUTe0y6Uc9SOFitRF0As93FRumNVrFlTyui/L+y/vN15eeuVM42qtGvlV+YjyirJ6TETUdldeUnY1Pyc/zOo1y2r/tNvDqlWr4O7uDhcXzkJOZCuOjo6YN28eYmNjIYRoegPqNmRSmfH2ocxDKK0pxUDfgcZJRcs15bYKrVM7nHUYBeoCpJWmtegq29aoHwjTUBLdVekKgzAgozyDSXQiIqJWUsgUGBU0CntS9wCoG9C7NWkrov2jMdB3oMnVejW6GhzNOgoBASc7J9wx4A6rxKDVa5FQmIBBfoPgonRBelk6EgsTMTZ4rM0GE3cV11ThuxDXEHjYe1hlolCtQYu4jDhsubAFJdUdV4fxQPoB40QDraXWqrHr0q52OdjW6DXIq8xDta4atfpa5Ffl42zeWZN916v/YgQAxdXFAOpqQBFR59Pfp7/Fy0oDnQM7fQK9qqoK27dvx5tvvgkvLy9bh0PUrf36668AwLJKZCLAOQB9vfsCqCu5eL7gPH5N/BUnc04iuTgZycXJNo6w87pUcqndE+j1iquL8Wvir2bffTQ6DQrVhcgsz0R6WXqHxEJ0rdIb9MbblbWVxkkBiaj7uFB4weS+zqDDkawj2H5xu8ny/Kp8CNQNTLnys6OtqrR15bB/OvcTfoz/ETuSdyCtNA0bEzbiUsklq+3nWnTNjES/UllNGfyd/JFTmdPmvvKr8rExYSOGBQzDIN9B7ToqPakoyWpfIvKr8nEq9xSi/aOt0l89B4UDFg5ciPyqfBzKPISi6iKklaZheOBwAECQS5Cxjnsvj17G7QqqCgAAzkpnq8ZDRNahkqswq9csqLVqFFQVQC/0cFW6donZvWNiYgAAvXr1arwhEbW7AwcOYOjQoVAqWV+ZTI0JHgMHhQOOZR8D8P9HV2UftXFUdLX8qnxsStiEkUEjjWV3lHIl/J39cWPUjSZXFRBRy5zKPYVj2cfgoHCAVq+FRq8BANzW/zaTAWhEdO3KqchBVkWWxXVXn1QLcA7AYL/BKFQXYljAMKvF4Ofkh3mR85Belo5zBeeMy2t0NdiXto9lmBtxTSbRJ4VNQlZFllWS6EDdiJkjWUdwufQyJveY3G7/4I5nH2+6UQucyDmBMLcweNh7tLkvtVaNo1lHUauvhUqugkKmMI6YL6kpwaHMQxgROAJ9vfsiPj8eACDB/044lGvKYSezg6vStc2xEFH7cVA4INg1GFW1VV3ipJder8frr7+OcePGYerUqbYOh6hb0+l0Jr+JriSVSNHPux9SilNM5i4KdA5EsGsw1Fo1zuWfg15Yb6QVtY5e6BGXEYcidREmhE4wDiLqrPOiEHUFmeWZOJJ1BID5vA81uhom0Ym6iYvFFxtcZxAG6Aw6yKV1qVq5VI4RgSOsHoNUIoWvky98nXwx2G8wanQ1OJx1GJdKLkEmlZnEQKauyWdFZ9Bh/+X9UMqUCHQJhFwqR35VvnGEdGvlVeVh4/mNGB863mSUtTXkVeahorbCqn0ahAH70vbhhqgb2jSCflvSNuRV5jX6peZM3hkkFCSYlHzIKM8wPk/2Cns4Khw5aQFRF7AtaRtyK3MR6RmJiWETbR0OAOCdd95BbW0toqOjUVpaipMnTyI2NhbJyckoLCzEK6+8ws8XIhurT577+PjYOBLqrJRyJfyc/FBSUwI/Jz942Hugt0dv+Dr5AgCivKKw+9JuFFUX2ThSAoALRReg0WswtcdUjkAnaqOLRQ0nzqxZpoGIOrem5oG5siZ6R1DIFFDIFJjSYwoiPCPgZOfEBHojrsln5njOcYwIHIE+Xn2MSRWDMBgTQ22hNWixJ3UPcitzMSZ4jNXe4O1VX7BAXYCTuSdbXdZFb9AbJwptitagNZmcMK00zZhE97D3aPTAgYg6B4MwoFBdCADG37amVqvxzDPPmCwLCQnB6NGjMXXqVMycORNjx461UXREVO/tt9+GnZ0dVq5caetQqBNTyVUYHTQa/Xz6mR1Hu6ncMDdyLnam7Gz28Se1r7TSNGy5sAXTwqdxpCxRGzRUvgGAsawL2U793BMdncCk7qexwb0+jj42ew9KJVKLc6SRqWsyiT4hdILZMqlEigE+A6w2ccf5gvMori7GjJ4zoJKr2txfZnmmFaKy7Hj2cQS5BMHHseUjw2RSGUJdQ3G57HKLt80sz4TeoIdMKoOvo2+jkyJVaCpwNv8sHBQOxgliiajjSSVSzOg5A5dKLqGPVx9bhwMAqK7+32TLly9fhrOzM9zd3W0YERFdLTs7GytWrMATTzyBfv362Toc6sSG+A9pdISTQqbAdb2uw6+Jv3JEeidRqC7ExvMbMTZkLCI8I2wdDlGXVK2tbnBdrb62AyPp3gzCgLzKPGRVZCGzPBOF6kKTPIWHvQcCnAPQy6NXq/InRI2p0dVArVWbLXdQOCDaPxrBLsE2iIpaoludZrtylLQ15FbmYnPC5jaXidHqte064lNAYE/qHmj1rXv8E8Mmtupyjlp9LQ5nHQYAONk5QaPXIK00zWLb/Kp8xOfH40jWEfxy/hfsvrQbaaVpPKAgsoEglyBMCJ0Ab0dvW4cCAKiqqps9vF+/fggJCWECnagTWrNmDWQyGZ5//nlbh0KdXHOOKWVSGSb3mAyZhCVEOgutQYuYtBj8nf43hBC2Doeoy2lsrqHWfk+n5sutzMWB9AP45sw32Jq0FSdyTiC/Kt9soF9xdTHi8+Pxa+Kv+DPlT5TVlNkoYroWyaVyhLqGmi33dvBGX+++XWJOsu6uWyXR26NkSkVtBbYkbmnTCPecyhwItO/BaLmmHHEZca3aVgIJQl1DEeAcAIW0ZRMK1Y/Sl0gk8HLwMk6mciUhBA5mHjRZllKSgj9T/sRXp7/CjuQdKK4ublXsRNT1ff755wCAe+65x8aREFFDVn+2GsHhwXB15QTiZB0e9h4Y6DvQ1mHQVc4VnMNfl/6CzsAJhG1FCAGNToNyTTnOF5zHpZJLFkc2doQaXY1N9tsVeTl4NbiO5VzaT3pZOn469xN+u/Abzhecb9F7Nq00DT+f/xlxGXEc3EdWIZfKMbPXTPTzNr1qM70sHflV+TaKilrimiznYkluZS5SS1LbpW+NXoPfk37H1PCpCHMLa/H25wvOWz8oCy4UXUCYWxhC3czPfDVGKVdiavhUAHVnyY9lH8P5gvONTjRaz9/J33h7ROAI/JXyl1kbiUSCuZFzcSr3FBILEwEA/bz7oUpbhbTSNKSXpcNF6YIxwWNaFDcRAWqtGr8n/Q4AmBM5xyrlpzra3r17AQDR0a2b24GI2l9eTh60QguDMLCeKFlNX+++OJV7qt0Hm1DLpJWm4fek3zGz18wueVzRVQkh8HfG30guTjZL6EkgQR/vPhgROAJ2Mrt2jSO7IhuJhYnIqchBlbYKjgpHBDgHINAlEOHu4ZyQrgF+Tn64VHLJ4rrGyp5S65TWlCIuI67NZXMNwoD4/HhcKrmEiaETEezKchvUdmNDxsLLwQsnck6gorYCAgLZFdksIdQFXNP/4U7nnkZJTQncVG44X3C+XQ/A9UKPv1L+wsSwiS2qFZhfld9uk4paEpseC39n/1YfXClkCowOHo3hgcNRrimHzqBDRlkGjuccN2srgcSkHESAcwBkUhmEEMYJX+tdPVGRv7M/wtzCkFmeiaraqhYn/omozsWiiyipKQFQdzKxNSf6bE2rrbvEdfjw4TaOhIgsqS/toLRXokZXAweFg40jomuFo50jerj3aDDxRLaTV5WHXxN/xXW9roOrynpXoNTqa5v9PUUIgSptFdRaNfSGusE93o7e12wSNzY91jjg6GoCwjgq3cfRB0IIGIQBY0PGwk3lZpX9l9WU4VDmIbO5sqq0VbhYfBEXiy/iUOYh9PPuh/4+/aGUK62y32tFY8kxzgdmPRqdBsdzjuN8wXmrnpxQa9XYkbwDI4NG8iopsopIr0hEeEYYB6deq/+7rjXX7KtkEAZjPe6OIiCwL20fJJCgt2fvZm1zKPNQO0dlSq1VIy4jDpPCJrWpH7lUDg97DxiEAVW1VZBAYnaSwl5hb/ZBEOAcYJZAr1c/ciE+Px67Lu2CncwOdw+6myPaiNqgQF1gvJ1SnILi6mJE+3edEd25ubk4evQoAEChaFk5KSKqUz/Jd3s4cOAADh6qK8kWGhUKe7l9u+yHuq9hAcOQX5WPytpK4zInOycM8BmAHu49YBAG/Bj/I0er20C5phy/Jv6KqeFTEeQS1Ob+Kmsr8Xf635jZa2aTbS+VXEJMWoxZWRl/J3/MiZzT5lg6GyFEs04m1ehqTAZoHc8+jklhk9r0P8AgDDiSdQTx+fFNJiVrdDU4nnMcZ/LOYELoBPT06Nnq/V5rvBy8IJPIzK7mlkvlCHENsVFU1w61Vo1z+edwvuB8u5XHERA4lHkI1dpqjAwa2S77oO5FIpFALrlm07LXpGv21ZJKpJBL5Rbr9YW7h8PX0RcXiy9afUJPAYGYtBjIpXL0cO/RaNuMsow21VJvraSiJIS5hVllROqJnBM4kXPC4jq9QY/M8kyTg2pHhWODfQW5BMFOZof4/HgEuQRhVNAoJtCJ2qhcU268nVKSAkmJBIP9BneZvy07u7rRaFOmTIFSyRFNRC2RUZaBC0UXkFWehZv73gwnOyer9JtXmYecyhwUlhRi+vjpxuVvvPpGgyfKiVrLTeWGm/vcjH2X9yGtNA1RXlEYHTQaClndidUaXQ0T6Dak0Wvwx8U/MMhvEIYFDGvT8UVaaVqzr+gNdgmGTCKDDv/7rhftH40hfkNavf/OrKi6qFU1mVNKUpBamgovBy94O3ijp0dP+Dn5NXv7qtoq/HXprxbX6tUatNiduhvVumr09+nf0rCvSVKJFA4KB1TUVpgsl0vlHIHaBkXqIsTnxyO5OLlZ5Wat4XTeaYS5hcHXybdD9kfUGgZhQHJxMkprShHgHGCVk910DSfRAVhMoqvkKkztMRUSiQQDfAcYa7qllqRa7UNXQGB36m5MEpPQy6NXg+1O5522yv5aY//l/fBx9GnzJdeNXW6p0WsQlxGHW/vdalzW1JdrmUSG/j790cujFy9rI7ICjc50JIa/s3+XSaADgIdH3efAnj17bBwJUddzruCccUTigfQDmNVrVpv6E0JgT+oepJSkAABO76s7jpm+cDrGjhmLKcOmtC1gogYo5UrM6DkDJdUlcLd3N1nHyedtT0DgVO4ppJWmYUTgiFYP1MmuyMaUHs37HNELvUlSOcglCMMChjVr2/yqfFwquYRo/+h2rx9uLW0ZeGUQBuRX5SO/Kh8Xii7ghqgbmvyepTPocC7/HE7lnmrTqN64jDhodBoMDRja6j6uJZYmtazR1SC5OLnRvAGZMggD0krTcL7gPLIrsm0SQ1F1EZPo1KkdzTpqzDmeLziPeZHzzI6hqOWu6SS6pbP1wS7BJoncAOcABDgHoCa4BklFSTibdxZV2qo279sgDNiTugf5VfkY7DfYJFmt1WtxPOe4zT7wgbp/1ntS92B279mtHjV2KvcUjmeb10K/0tUnMZoa+e/p4IkxDpxAlMharh6d15I5GzqD2tqWj7oiojoTQidgU8ImqLVqZJRloFpbDXtF68qtXLhwAW9+8CbkAXKE9gnFplWbcO7gOQDAvIfmYeGwhdYMncgiS1/+CqoKLLQkWyitKcWfKX/CRemCKK8oRHhGNDhgR2/QI6koCR72HvB18sWp3FPwd/KHXCrHufxz6Ovd1+J3FJ1BhzN5ZxCfH29yjFNSXYK/0/+Gg8IBXg5eCHIJavA7zpm8M7hUcgnh7uHwcfTBxaKLSCxMxHW9r+u0I4KtdfWyzqDD9ovbMSxgGCI9Iy0+RxeLLuJI1hGrfCcGgOM5x+GidGl2udNrVVlNGbQGrcV1MWkxyKvMQ5hbWJcb8NKRanQ1iM+PR0JBAqp11TaN5coSY0S2VlxdjKSiJIwKGgUASC9LNxm0W6uvxe7U3Zjfd76tQrxmdM6jBCsZETjCWHNcKpHCIAwNnnlRyVUY6DsQ/X36N1qipKXi8+MRnx8PD3sPuKncUKuvRW5lrsUyMx0tuyIbx7KPYXhg8yfrK9eUI6EgAZnlmSiqLmqy/ZV189JK05BVngWdQddpD1CJrjVKmRKV+N9BXqBzoA2jabn6ci4+PpypnKilHBQOGOw3GHEZcRAQ2JiwEaOCRrV4tNudd96J7777zmy5d5A3bn38VszoM8OqEwsStUT9sWa4ezgiPSPh6+SLPal7TOpCU8cq15TjSNYRHM06imDXYAzwGYBAF9PjjwJ1AWLTYwHUXT2sN+jh4+iDouoiJBUlwd/Z32y0dE5FDvZf3o8yTZnZPqu0VThXcM54v7Ha6KU1pXBVusLLwQs1upq60dJ6jVUnIbS2nIocq/Wl1qqx//J+KKQKs5rlF4suYm/aXqvtq97+y/vhpnKDt6O31fvuKq4u43IlgzDgXME5nCs4B5VchWEBw9DXu28HRtd56Qw65FflI70sHQkFCQ2eiOhoMkn7zDVD1FJVtVX44+IfqNJWobK2EjKJDBnlGWbt+J61jms6k9nXuy+OZR+DncwOk8ImIaciB1FeUY1uI5VI26WMSHF1cae83PRk7kl42Hs0OemLWqvGiZwTSCxMbNEBplqrRqG6EF4OXrhYdBECAn+m/Ini6mIM8RuCfj792voQiKgRo4NHY9elXajR1UAulcPRruF5CTqrCRMmID4+3tZhEHVJV47SVWvVOJV7qsVJdD+/uvq5a9asQY4yB/Gn4zFg3ADMHD4TQwOGcsQc2dRgv8Ho59PPpCzHhNAJ+ObMNzaMioC6q+HSy9KRXpYOLwcvhLiGILEwETf3uRme9p7GSRbrBxflVeUhryoPrkpXuKncjP2Ua8pxOPMwUktTm73vKm0VhBAWR1qPChoFN5UbpBIpitRF0Og1sJPZderSLgqZwuojb9PL0k2+A+ZW5mLf5X1W3Uc9vdBjZ8pOzI2cCxelS7vs41pRo6vBgfQDcFe5w9/Z39bh2ITOoMOFwgtILk5GgbqgU57g4vuYOouTuSeNVw41NgE137PWcU0n0eVSOaL9o6HWqhHkEmRWSF+r10Jr0MJebm88wCpSF+F0ru1qldtCTFoMnOycGqzpdb7gPA5lHmr16Pndl3ajv09/40kEe7k9D6CIOkiAcwBu638bjmYd7TQjN1pKJpOhuLgYFRUVcHZ2tnU4RF3KlYkowLzMWlOEEPD1rTs+yMnJwTP/fgbJM5Mhl8oR6RVprTCJWk0ikZglP0uqS2wUDTWkUF1oLOv4a+KvGBE4AqFuoWZf+CWQYHjgcEglUmMJzPj8+BYn0UYFjWqwnMuV3wkDXQIxo+cMs8/KzibKKwpHso5Ytc/0snTjiQaDMGD/5f3tmqxUa9XYlrQNcyPnWm2i665EJVe1qP3hrMOYFzmvW03YLUTd/Apn889arB/fmXT2zwzqPppb7ov5N+u4JpPoeoPeePlCf5/+FkdIpZel46+Uv6AXesilcjjZOaFWXwu1Vt3R4drclSMDrvxnoNaqEZMWg8zyzDb1X6Ypw98Zfxvvezt6QylTtqlPImo+O5kdxoaMtXUYrZabW3dgoFTyc4Oopfr59MOZvDPGieHKNeUo15Q360D6yJEjGDlyJADA3t4eDzzwAJRyJa8io07vQtEFW4dAjaiorcD+y/vhrPzfiXGVXIVIz0j08+kHJzsnXCq5hLiMuFZ/N5NL5cgsz4SPo0+TI8xbOxFqR4rwjMDRrKNmc920hUavQU5lDgKcAxCfH4/SmlKr9d2QytpK/HbhN8zsOROeDp7tvr/OpKH5ARqSX5WPhMKEblPWRavXYtelXRbLUHRGTKJTeyirKYNCpjCbUzGnMgchriEWtwlxDWlW1Yv2qLjRHV2T19/KpDKcyj2FP1P+xMbzGy1OMHo27yz0Qg+gblRWaU1pt0yg16vR1eCPi3+gWlsNgzAgPj8eP5/7uc0JdEviMuLw9ZmvsevSLouvTb2jWUeRXJwMrb5rjp4lorb76aefkJCQgKlTpxrroxNR89nJ7BDtH22yrH6+GEvyq/Ix++a6ScfrE+j3338/SktLjWVdWuNU7imbTqhO3UduZW6jlzNT56A1aFFcXQwHhQMmhU3CnQPuxMigkZBKpNiZvBO7Lu1q03ez7Re3Y/vF7e32uVOrr0VmeWaHfU9xUDgg2DXY6v3uv7wfSUVJVpsPrDkqayux5cKWbvd36qBwaPG8YPVXb1zravW12Jq0tcsk0OVSORQyha3DoGvQjuQdSCpKMt7X6DTYlrQNf6X81eCJzgE+A5r8bAl2Ce625aGs7ZpMogshjG+iMk0ZfrvwGy4WXTRpY2lCmu6uorYC2y9ux8bzG40T7LQXgzDgUsklZJVnNdgm3D0caaVpnbKWPBF1jM8++wwA8OGHH9o4EqKua4DvALgq/zfxZ1ppGrYkbkGR2nyC8OTiZGzftB0A4OjkiLfffhtr1qxp80ms4upiJBUlQQgBjU6D/Zf341z+uaY3JGomnUGHQ5mHsPXC1k5ZP5csC3AOQIRnBGRSGVJL/h979x3f1n3ei/+Dg70BElzg3qQGqS3ZsmTtZXnGsZNcuxm9SXqbmzS3vX3ll1+SJmmbNG1604yuX9re5DZO4sSO7diW5CFL1t7DEkVSIsW9JwiC2MD5/cFLWBQJiQPkAcjP+/XKK9I5wDmPLAo45znP93ka8XL1y2geao7Z8ceS3KIooqa3Bu/efnd0dU5w5vc5oijiYN1BXO68PON2lzNxv9leM+H0OfF+0/v3LGyaC8FwEIcbDuN06+l5/W8otem0sTGrzVhrXzuH0cSHUDiEd26/k1APDOJ5fgLFt1A4FPn1gGcAB24dwItVL+LX13+NY03H4PQ5UZJcEnlNq7MVve5ehMQQjjVNPrNCq9TCbrRHPWeuORd7i/dOezUMTW5BtnORyWTYnLsZr9S8An/ID4fXgaNNR3F78DbyLfkIi2GM+EekDjMu9Xsm3lDPpaNNRzHkG0JFWsW4tjsDngG0DLWgzdk27QFoRPShsBiGDDLIZDKEwiF0j3QjSZs07b6MUuno6MDKlSuxZMniWMpKNBe6XF0Tige6R7rxSs0reKTkkXEX3l2uLshkMjz80YfxT//4TzFbRj7iH0GnqxPtznYEwoFIwqZjuAObcjclzGcSxR9RFNE81IyzbWfh9DmlDoemyaQ2oXekF1e7rk5rcOhUjSVoO12dONFyAgDQ6GhEm7MN+4r3zeiYIkQMeYcQCAemXVk8GznmHKjl6jktdJpvVT1VaBlqwc6CnYuivYtOqZtS25wsUxa25W9b8N+NoijiSOORhFupxiT6wnej5waMamPUFipjog2wvlu3qxuH6g8hGA6iMq0SqzJWIRgOon34w6LSm/03UWgtHJfsvvMBp1apjXp8GaLHwDaMsbUgk+jA6AXZ00uexu9rfx+ZVDs2HZ7iRzAcxPn282hyNGF7/vZIb8QkbRKStElYlroMckEucZREicnpc+Lt+rfh8rugVqjhDrgRFsMoTirG1vytUod3X6Io4ubNm/j0pz8tdShECe1C+4VJt4sQ0eXqGpdE35C1AWlZachNzUVpcuwGh24v2I4uVxdu9NxAp6szsr3R0Yg0Qxoq0ipidi5aPC60X0BNX03cD6CjyemUOtweuD2nrUTG2nfajXaY1KbIg5Y2ZxuqeqqwLHXZhPeExTBqemvQPdKN0uRSZJoyx+0XZAIeynkIDYMN89rSQZAJsGqtUx4ilyicPid+f/P32JSzCcXJxVKHM6em8tAlx5yDXYW7Jp3rttCcaj01Jw/PiGbDG/TidOtpyAU5Pr3i0/dMkl/ouIB1mevue8z24fZIQvxK1xVU9VRBr9KPe41cJp9wrDtXjS5PXT7psUVRjOQ876ZRaJBpzJx0X6wNegbh9DkREkMY9Ayi39MPQSagJLkk6sOIEf8ItEptQn3eLdgkOjC6XGpVxqpI1cGYDVkbIIoimhxN6B7plig6ulPPSA9erX0Ve4r2IFWfGtnOXmNEM3e08SgGvYMAgID/w56diZJskMlkePTRR3HmzJkpP+UnovFcfte4pPXd7u7nazfaYdKakKJJielDbJ1ShwJrAQqsBXAH3Ohz9+FI4xH4Q36IYuwG5dHikqxLhkahmfC9JsgEWDXWeV9hSdMzH/OohrwfrsLJNefies/1yO/PtZ1Drjl33IDTMVe6rsAT8KDAWjDpcQuTCuekR/n9WDSWBZdEB0YLq442HUX3SDcezH4woRIq03GvalFg9Dt4R8GOBfvnv9OVziuo7q2WOowZubMlBy08Dq8DIkQEw0HUDdSNa69ypwHPAKwa65SOeffPTCAcmLAqJUmbhI7hDpSoSiCTySItkMccrDsIs8aMFekrYDfaUT9QD1/QhwHPQNR2SHmWvHm5h/YGvXi5+uVJh18PeAYmJNGD4SCONx9H/UA9bDob9hbtvWelfTxZ8J/OuZZcAKNPfctsZViVsQoVaRWoTK/EY6WPYX3m+vt+mdH88Aa9OHDrwD37pBPR1Dh9zqgPCceqshLB888/j5qaGvzlX/6l1KEQJaRh3/A99092o65QKBAMzl2PWp1ShxxzDp4qfwrb8rehMr1yzs5FC1uBtQDPLH0GH1/2cVSmffhztDF7I7blb5MwMooXdyacx+4Lx4TEEGr7aie8R5AJ+Niyj2F30e57Vg5L0dJhoff7r+6txus3X7/vd1eiutfPU74lH3uL9s5riyCp1A/U40LH5KvkEoHL74LL75I6DJojBpUBWaYsrMtcF/VBqjfoxZnWMzBrzJPuv5tJbbrva3rdvTjWfAzvN72PsBjG5c7L49p3hcQQBjwDONJ4BC9cewFn287iSteVe84RiRZ/rGkUGjxS8ggsGsu47XmWPOwp2jNuW1gM41DdIdQP1AMYHaB8rv3cvMQZCwv+E1ohKJBpzMQD2Q8gSZs0bp9MJkNleiVMahOONB5JqMTSQhUIB3Co/hDW2tfypppoFu71MGo2w7Tm29NPP42Kigq8++67+OY3vyl1ODETFsMQRRGCTGCFPc2p+/VeTTekj/u9KIro7+9HV9fcVzqa1KYp3VQQ3Y9RbcT6rPVI1adi0DuI8pRyhMUwlqUuw63+W/M+NJHix4BnAL6gD2qFGumGdCgFJQLhD1fg3Oq/hbWZo8MbHV5HpIe6w+uAP+SP2VyIWPEEPFKHMOd6Rnrwu5rfYXPu5nlLAM2XaAk3tVyNh/MeXhRtTN0BN062nJQ6jFkRIaK6t3pKbTwo8RhUhqgzM4LhIN6ufxvtw+1IN6SP66JwL5N9/0RTN1CHQe/guFYu9yLIBGzP345kXTKGvEO41n0N7cPtKEoqQpYpa0rHiAW70Y5nlj6DjuEODHmHYDfaJ3zmufwuvN/0/oRVsolUSLsokuh7i/fec0lUvjUfW8QteK/xvXmMjKIJi2Gcaz+HNmcbtuZv5RRhohnwBKPfZCVSMqG/vx/Xrl3DH/7hH0odyoyN+EfQ5mxD+3A72p3t4/5uVHIVMgwZyDRlojS5lC2sKOYGPAOTbi9JLkGBtWDCxfX3v/99dHd3Y9063hhS4sm35iMf+QBGbyofzH4Q6zPXo2WoBfUD9XD5XZDJZOgZ6ZE4UpovIkR0ujqRZ8mDIBOQYcwYNyNrJDCCAc8AkrRJeL/p/cjPhiAT8PSSpyMJ+HgQDAfR6+6VOox54Q/5cbjhMMpt5ViftX7BDHKMdl9blFS0YP6M93Ou7VxC3YtEc6PnBkqSSyZU3tLC1jvSGxkGujl385TfZ9aYsbtoN96uf3tKifRo7VkmI4MMvpAvUpySacqEw+uYUEQ8X+xG+7h5S0PeIdT01aDL1YU+dx/CYhiCTEBxUjEUggJNjqaEKqpZ8En0qfYTK0wqRPNQc2RJAUmvfbgdr9S8gj1Fe2DT2aQOhyihGFUT+3uOmcoXd7xoamoCAKxcuVLaQKbJG/SiYbAB9QP19+xd6g/50TzUjOahZlzpvILV9tUos5Util6YND+yzdmoG6ibcMO6LHXZhO/Wvr4+fOUrX8Hu3bvx5S9/eR6jJJo7ckE+mly3jibXQ+EQDtQdQO9IL1ehLhKtQ63Is+QBGB3aeGcSHRitjE3SJmFP0R4crDsYucm/1HEJ5Snl45IBUqrqqUqYuTaxUtNXg0ZHI1ZlrMKSlCUJf310Z4/+MRqFBiszEus6d6Y8AQ9uD96WOoyYCIQDeOf2O3iy7EkWwSwCYTGMix0Xcav/VmRb/UA91tjXTPkYdqMdH1nyERxuODytJHk06YZ05FvycaHjAur661CcVAy5IIcgEyRLoN8pEArgTNsZ3Oy7OaFX+ta8rShMKgQAbMzZGFkFlggS+1soxh7KeQhKgR+A8cQdcOONm2+gzdkmdSiLWiAUgC/oQ+tQK6p6qtDt6pakJ2MwHEyoD1gppehTou5LpHYujY2NAICSkskHusQbb9CLky0n8cK1F3Cy5eS0hn95gh6cbDmJl6tfTqglbRTfcsw5eKz0sQnVbxc7Lk54rUIxWlvx6KOPss0QLVhyQY7HSh/Dp1Z8CsVJxVKHQ/NgrF+sO+BGrnl8X/RkbXJkRY5GocGjJY9Ghsi1D7fHTZXp7YHbuNCeuD2kZ8Mb9OJ062m8XP0ymh3Re/8mgruHHQsyATsKdiyalddtzrYF1dff4XXglZpX0O2afA4VLRxjD/DuLEq53HkZVT1V0zqOSW2K2cyWUDiE5WnL8fSSp7GveF/ctYM60XICtX21ExLoMsgmzChJpFkQiRPpPFDJVShKKkJNX43UodAdAuEA3qp/C5tyNqHUVip1OItKt6sbx5uPY9A7OGGfSW3CxuyNyDZnz2kM/pAfVT1VaB1qjSxhTdWnwm60I8+Sx1UKUVg0Fqjl6nHDSMaIECGKYkIkya5duwadTocdO3ZIHco9hcUwbvTcwKXOS7NeourwOnCg7gCKkoqwKWcTq1to1pK0SXii7Amcbz+P2wO3IUJE70gvAqHAuJ8vi8UChUKBlpaWexyNaGGQC3IsTV2KuoE6qUOhOeYOuNEx3IHq3mrsKNgBhaCIFGXcfW+hlCuxJW8L1mWuQ1gMx0Vy81b/LRxvPj4hEbHYOLwOvH37bdiNdqzOWI0MY4bUIU3b3cMoK9Mq42alw3yI1mIukQ35hvD6zdexLHUZKtMr4+Izg+bGqoxVaBlqGfdzfLr1NMpt5ZMmsEPh0KTbY1XQNraaLh5boYiiiIbBhsjvLRoLnD7n6FwwiLjZdxNLU5dKGOHMMYl+l2Wpy5hEj0NhMYxjzccw7B+e1pKZ+/GH/FAKyiknE/0hP1x+F3xBH0SI0Cq0sGqtMYsnnji8DhysOxi19YfT58Sh+kNI1adCp9TBE/Ag25yNVRmrYnJ+URRR01eDix0XJyxd7XJ1ocvVhcudl2E32rEyfSUyTZkxOe9CkqpPRauzdcJ2q8aaEAl0ALh9+zbKysriOt7WoVacaTtz3wGO01U/UI8BzwD2FO2BQWWI6bFp8TGoDNiWvw0P5z4MESLkMvmEf1dutxvBYBDnzp2TKEqi+WXT2ZBlyuKKx0XgePNxuANunGg+MW5VY7Tv13hJhJ1rO4cPuj+QOoy40jHcgY7hDiRrk7EsdRmKkorirgJzMsFwcFwSXQYZlqctlzCi+bcQk+jAaIHS9Z7ruNF7Aw9kPZCwyUG6v0BofG5EkAm4PXgbKrkq0jZszLHmY8g2ZaM4+cNVb8Fw8J6f6TqlDu6Ae0qxrLWvnXrg88zld0VWnSRrk/GRJR9Bw2ADDjccBgC0OlsT9t8Jk+h3sWqtqEyrnPCDXWgtxNLUpbDpbDjVcgo3+29KFOHidrnzMhxeBx7OfTgm1Zln286izFZ236nKYTGMN26+ge6R8Uu1ZJBhX/G+BZnAbXY0T6l39p3DuXpGepBtyr5nK5Gp6BnpwbGmY5NWwN9t7EI605iJnYU7F81QnqlIM6RNmkQf6wsb7/r7+/GrX/0Kn/70p6UOZVItQy241n0NHcMdc3aOAc8AXq15FU+UPQGjOnqfe6Kpulei4TOf+QwAYNu22CwzJYp3gkyYUBlKC5PT5wSACcVSNb01SNImoc/dB5ffBX/Ij5Lkkrip7Es3pON6z/UF1QIjVvo9/TjWfAzn2s9hScoSlNnK4rrooK6/btzfY5ohDRqFRsKIZkcUxcjsn35PP9RyNcwaM1J0KcgwZkz6dzGVe7tEFhbDONd+DnmWPOhVeqnDoRhTCAqszFiJ483HI9vCYhjvN70PANhZsHPcfbZeqcfx5uOwaq1QyVWo6qnCrf5bUVctL0tdhlUZq/BKzStw+V3QKrQIhAOTtrM1qAwTWqLEkzvvN5J1yQCAAmsB0g3p6HJ1waw2SxXarDGJPon1WeuRZkjD+03vQyVX4eHch8clSROpX89C1DDYgH53P7blb5tVslYURTh9zvsm0IHRm6wcc864JLpVY8XW/K0Ltp3IdHo5jxEh4tXaV6FX6pGiT0GqPhXLU5dPqzqkurcap1tPT/tmoX24Ha/ffB37ivfFTfWQ1OK9uup+XnrpJQDARz/6UYkj+VAwHMSt/luo6qmKeeV5NJ6gBydaTmBf8b55OR8tTidOnMDLL7+Mhx56CF//+tdndIx+dz/anG3wBr1Ym7k24QfA0eKQSHNCKPZana14serFcduudl3FstRl2JC1YdL31A/UI8OQMS9JslxLLjZmb8SJlhNzfq5E5Q16cbnzMq50XkGWKQvlKeXIMefE1XeQw+vAufYPV3nJIMPqjNUSRjQ77oAbhxsOT7hfHCveEWQCKtIqsDpjdeQ+sGekZ1E8tAyGg3ir/i08UvJIQj8kockN+4aj7jvdehoZxozI3/uwfxghMYSDdQfhD/nvmd+QQYYCawE0Cg2WpS7D2bazWG1fjVxzbuTe0xP0QAYZknXJcf/5oVPqkKJLQa+7F1qFNrJ9d+FufND9AZanJu4qHGaDo8iz5OHpJU9DLVdPqHi+eyAIzb8h3xBeq30NS1KWYGXGyhklBducbROGC92LJ+gZ9/uH8x6ecgL9QvsFpOhTJizxiWd3V91Px0hgBCOOETQ5mjDoGcTW/K33fU+fuw/n2s6hfXjmAxUHPAN4rfY1PFryKKt2AXgCnkm31/TWoCS5JO4fCK5ePXpx0Nws/RApp8+J6t5q3Oy7OWmf+bnW7+b3Ds2do0ePYufOncjNzcWBAwcgCNNPPLj8Lrx5683Ivw9v0IuH8x6OdahEMbfavjpSTUkEjFYWXuu+Bm/Qiy15WybsbxhswOnW09hfsh9J2iSExTCaHE2w6WxzUsFenlKOTlcn6gfqY37shUSEiFZnK1qdrdApdSi3lWNZ6jKoFWpJ4xr2DUeSaGOWpy1P6JXMRxqP3PMzMyyGcbXrKhoHG7EhawO8QS9u9N6Yxwil1e/px2u1r6HMVga9Ug9P0IN+dz8GvYNQy9Uwqo0oTS5FmiFN6lBpmq73XI+6byQwgoN1B1FuK4dMJkO7czSvcXdr2rvplXpsyduCdEM6AKAkuQQZhgwk65IhyASszFiJJSlLcLP/JvIseXGzUup+NuduxunW0+Nmj6gVaqzLXCdhVLMnE0XxvhNKnE4nzGYzhoaGYDIlxl/YXPrfV/73pEsqSBqCTECuORflKeXINGZG7Z3cM9KDQc8g8q35CIthHLh1AE+WP4kBzwACoUDU4TQ9Iz04335+QsuGXHMuLBoLTGoTskxZUZO2g55BvFT9ErJN2dhbvBehcAhv3HoDy1OXozCpcHZ/+DkyFnOsFFgLsNa+FmbNxGU77oAbp1tPjxs8MVtjQ/TiPUk81440Hol6w2XVWLEsddk9f3bjwac//Wn85je/QWdnJ8zm+V/21eZsw7Xua3HRL/cPV/5hQvT8pMQiiiIqKiowODiI2tpaGAxTWwp/suUklqcuh1ljjtrybFfhroR6eDzfZnN9zWvz2OoY7sD17utodbaybQaN81DOQ1iSsmTctperX8aAZwBKQYnlacuhVWhxuvU0RIjYmrd1XP/bWHH5XfjV9V/F/LgLnUquwrLUZahIq5Ck5WPvSC/eqn9rQjHWcxXPJczK0Ltd676Gs21npQ5jQcg0ZmJjzkZYNBapQ6Ep+umln8bsWCq5CptyNsVtTmixmeq19eLOMM3A2IW1UWVEeUo5SpJLMOAZwNv1b0em49L8CothNDoa0ehojFQdLE1dOmH51IX2C2gfbsfx5uOQC3KEwiFcaL+A24O3I73b7hQIBXCh4wJu9NyAiInPmpqHmtE8NFohqxAU2J6/fdK+VGMtH8Y+HK90XUHPSA+6R7rj9gOz09UZ0+M1DDZgwDOAZ5Y+M257IBTAobpDMV/dMeAZwNHGo9hZuDOmx000Y/0/JzPoHYwsDc4yZeHh3IfjsnffZz7zGfz85z/HtWvXsGnTpnk5p9PnROdwJ2r6asb1/JeSIBPiergqJa5f//rXqKqqwq9//espJ9AvdlxEdW81OoY7YNPZ4A64J129FE9L6YnuxW60I8OQgZ6RnnsOVafF51zbOSRpk5BuSIc36EX9QH3k2j4QDuBy52XIIIvcK5xqPQW70R7za6o7l8PT1PlDflzuvIwbPTewPG05lqcuj8lcranwBr2TJtBtOlvCJtAHPAO40H5B6jAWjPbhdrxc/TLWZa5DRVqF1OHQPYiiiAsdsf3ZtxvtcZsPouiYRJ8mQSbg+YrnIRfkkZtDnVKHkuSSCYNqaP65A25c6ryED7o/QFFSETwBD0xqEx7IfgCp+lS0D7dDhBhZSTA2QHaNfU3kGKIooravFpc6L015MnIwHIza4iHTlDluyMRYRbtRFb/Vv3NRwe3wOuD0OcctPzrccHjO2iM1Ohpxtu1s1H6W9KE2ZxuONh3F/pL9Uocygdc7uvwtM3Nul7z2uftQ1VOFdmc7RgIjc3qumTCoDExIUswFAgF85StfgclkwuOPPz6l97gDblzuvAxg9HP9XrMBEmW5KREAyGQypBnSsK94H442HY08iJbL5FiRvgKltlL4gj40DzXjatdVrkpdJALhAN689SZUclXUJfl3Ftv4Q3681/ge9pfsj9n3ti/oi3zu0sz4Qj5c7LiIqp4qrEhfgWWpy+b8uqquv25CAl0lV2Fj9sY5Pe9cOtlykoWDMRYWwzjbdhYKQTFh1QvFj2H/MKp6qmJ6zER9mLbYMYk+A5M9vV7ok6YTTTAcRG1fLYDRBx8uvwsVaRW40nVlwmttOhuKk0aXXXYMd+B062kMeAamdb5kbTJKkksm3aeSq8ZNad6atxV97r64nqZcYC3A6dbTUSdHz1SzoxnL00aHSNT110WGz8yVa93XoBAU4x6SLCbTqVrqGO5Ay1ALcsw5cxjR9LW3j/aSm6skeix68c8HLvOkufDpT38abW1teOONN6DVTu3zots1tXkZMsji+mExUTRphjTsL9mPl6tfRpo+DRtzNkYeCBlUBiTrkpFnycPrN1+P+XUSxaewGL5vT9s7dbm6cL79/KwLOXxBH6p6qnC95zp/1mLEG/TiSucVlCSXzPnQR61y/Pdqtikbm3M3x+XKz6lod7ZzdsQcOtVyChaNBXajXepQaBImtQlLUpbgWve1mBxPKShRmVYZk2PR/GISPQaGvEP8QoljY+1e7q4EsBvtWJqyFHmWPHiDXpxuPY3bg7dndA6T2oQ+dx+C4WBkIEQ0RrUxrntQA6OV6EVJRajurY7pcZscTViethyBUGDchPq5dLnzMgKhADZkbVh07TCm+3T7RPMJfHz5x+Oq4rm7ezRhp1TGfults6MZ7zW+lxDVhEyi01xQqUb7w+7avWvc9mZHMzKMGZP2j7Ub7VAIivv+uzFrzOzhTwnLoDJgf8n+qAPkk7RJWJe5DidbTs5zZJQornVfQ5I2KWqRzb2IoojrPddxqeMSWwvNAV/Ih4N1B7E1byusWuucnafQWog+dx8GPAMos5WhwFowZ+eaDzO9T6apESHiSOMRPL3k6Tl/wEMzk6aP3SDYB7MfjPucEE0ufjIlCSoshuctGUizM/agoyipCM8sfQb7S/Yj35qPuoE6/PbGb2d1YdDoaMQrNa/gVMupWIU7wYBnYF77M5fZymJ+zE5XJ443H8e59nNTbpUTC9d7ruNQ/SH4gpO33FmopvvF7A645/XvZSqysrIAAMeOHYvpcW/138I7t99JiAQ6wF6oNDcE3ehlYCj04dLsm3038c7td3C69fSk71Er1Ci3ld/zuDqlDstSl8UuUCIJREugT3U/0YnmEzMqtDrTdgZn284ygT6H+tx9ONd+Dt6gd86GCctkMmzI2oB9xfsSPoEOjLZ/nCm/lysppsIdcOOd2+9wwHWcunt1yWwMeAbQ5+6Lu3tvuj9Wos9Cl6sLx5uP37MfKMWf1RmrYdaY4Q16caL5BBodjTE79p0Xu4OeQVT3ViMQDqA0uXTC4NLpaHY04+3bb2NHwQ7YdLZ5qRS26WxI1ibHvGf5WJud+dbmbMMrNa9gS96WWf1dJJLp9iPekLUBBtXUBgvOl127Ritk/+7v/g7r1q2DXj/7JbAtQy043nx80oHB8UqtUEsdAiWgsBiGDLLIKpzz7efR5myDy+9Cqj4VTd1NAIDGhkYsWTLah/Nq11WIEHGr/xaKkoqQZcqacNyipCJc77ke9bx7ivYwwUgLXsNgg9QhUJwLiSEcrDuIXYW7Jv0sjWbQwzah86FlqAVv3noTYTGMLFMWbDob8ix5k67CWuxcfhdcfteM3nvl6BX89P/5KR587EEs37gclQ9X4l/+7F9Q/0E9ktKTIMgFyGSj1ypiWIQIETKZDIJcgCAIEOQC5HI58H8XFIfDYXziK59Aet69V38nqi5XF062nMTm3M1Sh0J3sels2JSzCTd6b0y7/e/drvdcx/We61DL1dhfsh/JuuQYRUlzjUn0GRjxj+BK15WYt7qguaeSqyAX5LjefR0fdH8Q8yd/d1a1nmj5sPqkrr8O+0v2zzh5O+QbAjBaNTGflQzFycXob5ubwZ9SGPYP441bb6AyrRLrMtct+PYuU61eVggKbMnbEpdVMikpKfjiF7+In/zkJ/jsZz+LX/3qV7M6XperC4cbDidchYdSiH07G4ofDq8DjYONKE8pv+8SXlEUp/TZ9c7td9DsaIZVa8Xm3M1I1aeiz92HPncfnANO/O03/xbVZ0avY0ZGPhyme2ff3WifIfc6f6o+lQl0WvCudl2N+YAxWpiC4SBqemumlURP0ibF/ayWhWIsETZWFKcUlNhbvPe+7TkXm2ZH84zf++4v3kU4FMa149dw8tWT0Jl0cDtH78FX71iNcDgMMfzhtY1MJoMoigiHwgiHwwiHwggFR1fMXTp8CQBw/eT1BZtEB0aLzowqI1ZmrJQ6FMn5gj44vA5YtVbJH3ApBAXKU8pRaivFxY6LuNp1ddbH9IV8k85cpPjFJPo0DHgGcKL5BLpHpjZUi+KLIBNgVBnx2xu/nbMWDqHwh0viy2xlkSS6CBFHm47i6SVPT/rh3+/uR21fLQSZgLWZa6EQxv/TzDXnjg4jNc/vMNKFmgj5oPsD9Lp7sT1/e0yXZcWbu3+OJiOXybGnaE9cD7H5q7/6K/zkJz/Br3/961kl0R1eB96ufzthWrjQ4lHdW42qnirIZDKsSF8R9XXNjmZoFBqkGe7dkzEshtE61AoRIgY8A3it9jUYVAYEQqOrpX79t79G9ZlqbNq1CT/755+hsLAQwGiRwNjwPLvRHrUq5l7VaEVJRfeMLVZC4RDah9shiiLcATd6RnowEhiBTWdDZVrlpKs3wmIYnoAnYYe6UXwIhoOo6qlKuIexJJ3pDgVN1afOUSR0P4FwAEcbjyLfmg8ZZFiaujTuVmlKYaZtT2vO16DxRiN2PrcTT3/5aRz+5WE01zQjFAxh+8e3o7Cy8L7HUAgKGFVGqBVqPP/A83AOOmG2mfHPf/rPKKwsxM7ndkKQL7wuxZc7L6PMVrag71Xvxx/y46Xql+AOuCGDDE+WPznn+YmwGEZVTxWcPieA0QdrFWkV4/4eBJmANfY1qO2rndbQ6TFymRxqhRpmtRnL05ZPe/U4SYtJ9Gkwq83QKXVQCsoJPeqStEkY8g4hJIaivJukFhbDMW9NcjdfyAdv0AuNQoNccy4EmRC5yXL5XTjXdg6bcjdNeF+nqxM3em8gx5yDQCgwIflp1pjxUM5D8/701aw2z+v55lPHcAdeqXkFOwt3LtiblftVqwoyATsLd8Z1Ah0AHnnkEQDAmjVrZnwMd8CNg3UH4QslZl98frcsbGNL92t6a+6ZRO90dWJD1ob7Hk8UxQkJvjsT33rTaBL5K3/9FZgzPvycvz14O9LmqHO4Ez+78jMUJRWhMr0STp8TncOdECHecyVeviX/vvHFwrn2c5NWArc522DT2SasrGkdasWx5mPwBr14MPtBLElZMi9x0sKjEBRYl7kO59rOTRhaTzSZ6Vx7uPwuXOm6MofR0P0M+4dxrfsagNHvlKfKn1rwq1fvZ6art1/5ySuw2W3Y/cndAIAd/2XHlN6XbkhHobUQ6YZ0JGmTIv/9tz28Da+99hr+4+v/AUEQ8MHxDxAOh7H303tnFF88C4kh3Oi9gTX2md//SMET8KCqpwq+kA8ahQZGlREiRATDQfhDfgTDQQgyAQpBgXRD+j1XfbQ72yM/eyJEXOu+hm3522Ia6wfdH6DAWgBRFHG69TSG/cMTEuNNjiZ8dOlHx7XUFWQC7Eb7tFu7ZRgy8GjpozGJn6TBJPo0yAU5dhbuRFgMo2O4AydbTsLpc8KiseCx0sdwvPk4+yMSulxdyLPkQa1QI92Qjo7hjsi+uoE6rM9aPyEZvix1GbJMWehydUEuyCc9rhTLlxZ6ldVIYASv33wd6zPXY3nacqnDibl7VaIrBAX2Fu1NiP7wAwMD2LlzJ1577bUZvT8UDuFQ3aEZ93KMB53DnShJLpE6DJoj2eZsWDQWZJuzo76mYbABQ96hKR1PLsihV+kn/Znvae3BiVdPAABuOm+i71YfdhfthkltGrcsVYSIQDiAmr4a1PTVTOm8afq0eavyXpe5DsBoFf/Yd5VeqceqjFUTEvktQy3jBnWdbj0Nu9EOi8YyL7HSwlOSXIICawGudV/D1a6rXOFE9zTsG466zxPw4Fr3NTQPNcPpcy74a+9E0+/px+9qfoft+dth1pjnZS5VPNIpdZHK3Lud+v0pVJ2ugiXFAoVKAZVGhYAvgO6WbrTUtKBiUwWMVuOk7xVkArQKLfQqPZK1yUjVpyLTlBm1+v8f/uEfcPr0aRQWFsLlcuH69etISk+K2Z8z3jQONiZcEv16z/VptTnRK/VYn7V+3ErGYDiIjuEO3Oq/Ne61U70Ovp9QOISjTUfR5GhCWAxHHppFM+QbQpOjaUKBxtgKz6nKNefigewHph0vxRcm0WdAkAnIMmXhqfKncLbtLFamr4RKrsLSlKVw+V3oGemROkSSUOdwJ/IseQCALFPWuCR6MBzE7YHbKE8phz/kx5B3CHJBDnfAjUHPILJMWZL3+rrTYqiwCothnGk7g/bhdmzJ23LffsSJxKgyjlsNcacV6SsSIoEOjFbUL1myBDqdbkbvv9R5ac5Xocy124O3sSFrAweMLlAVaRVR9zU5mnCk8QhC4RD2FO2Z8jFzzDmTVoz/21f/DQDwX7/7X2GwGOAL+XDg1oHIwO2psBvt2Ja/DSP+EfSM9OBs21loFJpIYns+KAQFHsx+ECvTV6LV2Qq1XI0sU9a4B9GiKOJm/02cajk17nMwLIbR5epiEp1mRSEosCpjFUqTS/Fe43uRFn5Ed/OFfPCH/JNe41/vGZ3TRPFrwDOAl6pfgkquwr7ifeNWsLr8rkXR7mVl+kp0j3TD4/fg5z/5OdweNzxeD3q6e3Dm4BkAQEZ+BsKBMAK+AORyOQwmAx7e/TC+/ndfR0Z6BpRyJVRyFbQKLTQKDTQKTdTrWpfLheHhYahUKmi12sg9QF5eHrq7u/GjH/0IX/7ylwEABosBgz2DUGvV0Blndq8Qrwa9gwn3M5aiS5nW60cCIzjSeARXOq8gVZ8Kb9CLjuGOCZ0fAMTsgfX59vPTLn490XwCqfrUcX8Xve5eGFQG5FnyEAwHI7OHxshlcqQb0mHVWpFlykKOOScm8ZO0mESfBZVcNW5qcoYxA0+UPYEh7xDqB+rR5myDIBPg8DoWRTKSRt2ZNM80Zk7Y3+psRXlKObpd3ThUfyiyvTS5dN56yU7VnX+Wha5lqAW/q/4dHs57eFrDn+KZXJBDLVdP+PwRZALKbGUSRTV9giAgHJ5ZZZbD67hvdUEiCIaDONd+btx3Di0OVT1VCIaDKLAW3LNS/W4PZj8Id8CNJkdTZJuj14GW2hYAwKptqyLbQ2IoMlxtKsYS0in6FKToU5BpyoRRZYy6kmouaZXacas0wmIY9QP1aHI0oXekFyOB0aGpSdok5Fny0OXqQperi/0nKWb0Kj0eLXkUx5uP42b/TanDoTg14BmYtG0BVzEnDn/Ij4N1B7HWvhZLU5cCAN6ufxuPlDyyoIpwJpNtzka2ORu1tbX43z/43wAAk8kEp9OJihUV+OG//hCF9kK4R9zwer3o6elBZ2cnUlJS4Gn24HbTbRiNRoiiiO3btwMASkpKUFBQAL/fD7/fj3A4jJGREXR0dKC3t3fc+Q0GA4qLi1FeXo4lS5YgJycHn/zkJ/F//s//wY+/+GMAgCAX8JWffgXFK4sRDAcj7ekSXctQS0K1oMu15MKgMkx7BfCgdxCD3sF7vmamxUQOrwMnmk9Ap9TBqDbOaDC4L+TD2/VvY2v+ViRpk+AOuLE0ZSkq0yvHrf7uGelBXX8dNAoNlqctj6sCSYoNJtHngFljxmr7aqy2rwYA3Oq/hYsdFxO6lQBNXb+nH+6AGzqlDin6FGgV2nFJTE9g9NfZ5mxszt2ME80nIEJEp6sTV7uuxs0SH3/IvyCSj9MxEhjBwbqDyDZl44HsBxK+StEf8k/6AK8yrRI6ZeJUatjtdpw6dWpG772z1UOiq+2rRao+NaEegNDMdQ6PfieMPczscnVhxD8y5XYpgkzArsJdqOqpwunW0wCAjtsfPhiVK6af8H4o5yE0Djai09WJ3pFe5FpGh13Hy2dlm7MNJ5pPYNg/vnVCii4Fj5Y+GrnJCYvhRbskn+aGTCbDptxN8Aa9cHgdGPLFZsk5LRy9I70TkuhhMXzPVi8Uf/whP2r6arA0dSlOtpyEL+S7Z/vEhWasqEUul8NsNsPpdOLa1WvYtmH6fapv3bqFpUuXwmw2Q6VSQRAE6PV6pKWlobCwEGazGX6/Hx6PB+3t7bh16xZu3ryJAwcOYGho4mdsOBRGti8bn175aYTFMFx+F5w+J3pHenGz/2bUdjTx7n5J9EAogJv9N1E/UA+1XI3NuZslHaAuyAQ8Vf4UjjYeRauzNabHHmt5Nd1ruCZHEzpdnbM+f7+nH7+r/h3+oPIPoFPqIvm+O6XqUxfsvDUatXg+8SVUklyCkuSSSOXxdCe0U+JpcjQh35I/OmDUkovavtrIvsr0ysivy2xlMKgMeL/pfTh9zri5CAuEAjhYd3BG06YXglZnK9qr21FmK8Ma+5qErS7pd09sYZJlykq43np79uzBV7/6VYTDYQjC9C6aWoZa5igqaZxoPoFBzyDWZq6Nm88LmhtyQT5uGJ074MaBugPYX7J/Wg/BlqUuQ89ID+oH6rFkw+wqmQwqA/YV78OQbyhuEudjHF4H3qp/a9KHZlmmrHH/XphAp7kw1u6xeahZ6lAoDnW6OifM33H5XQumWnYxcQfcaHe2o7q3Gia1aVFdj6Wnp2PPnj0wGo0oKipCdnY2rFYrtFotVCoVdDod9Ho9/H4/MjIyoFKpoFCM/vcZHh5GV1cX/vM//xPf/e53YbPZZhSDKIpobm7GlStXUF1djZaWFnR1daG6uhpLl46uEBBkAkxqE0xqE7JMWViZsRKtQ6043nw8skItUbQ52yZtB+X0OVHdW43avtpx+aUjjUckH1ypUWiwp2gP3mt8L6arbdwBN2703JjWLDN/yB+zGHLNuVibuZbtNRe5xfOJHwfSDGlI06fF/IkcxZ/WoVaM+EeQa8mFWW2ObNcoNMg15457bZYpC59Y/gkMeYdg1pjvPtS88wQ8eOf2O4u+t39YDKO6txr1A/WoTKvEkpQlCfeFeffqF5VchW352yIT7hNFUVERfD4f2tvbkZ099XYWgVAgYatOohEh4nrPdbQ6W7EhawN76yWwtLQ0ZGRk4Ny5c1CrJ362pOpTsSRlybjPYofXgRs9N7A2c+2E14fCoajtVO5+IJqckTyjmEPhEGQyWdwl0IHRlghjCXSFoBg3BK22rxar7auZPKc5t9Ae3FLstDnbEAgFoJQrI9tG/ImVzKNR3qA30pJzdcbEStSFLCkpCYcOHbr/CyeRlpaGoqIiPPTQQ7OKQSaTIS8vD3l5eXjyySen/L5sczaeLH8Sb9e/jV537/3fECfCYhjn2s6hMr0S/pAfzY5mtDpbo96rd7o64yKvIJPJsC1/GzqGO2JamHe+/TzSDGnjqr29QW/UordjTcfG9SmfKRlkeDjv4YQtrqPY4d3EPFuRvkLqEGgedLo6Ud1bjXNt53B78HZku16pnzSBKcgEWLVWyW/wHV4HXq19Fd0j3ZLGEU/8IT8udFzAL6//Esebj2PQc+9ebfHE4XWM+31JcklCfvG/+OKLAIBgcHrDZO7XVy+RjVXd/vbGb7m6KQGJooienh588MEH92xVNNkApUHvIBoGGzDkHZqw/fWbryMQGj+IqcvVhTZnGwDA5Rh9sDa2HFuj0Ez5eydFl4J8a/6UXiuFOx+YbcvfhqeXPB0ZbuUJeiZdmUMUazsKdmBF+oqEGgJH8yMYDuLdhnfHrZZxB9wSRkSzcedsEEocOqUO+0v2J9z8q5q+GrxY9SJeqXkFlzov3bfYbey6T2qCTIDdaI/pMUNiCAduHUCbsy1yPXyy5WTkmtkX9I27fi5PKY/J/a9aoU7I+2iKPVaizzNeLC0OY0mtu3tv9Xv60e5shyATMOgdhCfggUFlQHFyseQJdGB0qb5JbWL//kkEw0HU9tWitq8WmcZMLE1dihxzTlz8vU0mFA6hfqB+3La7V0Ekira2NiQnJ8OaYcWljkvodffCG/TCpDYhSZuEVH0q0g3pE/4uEumBx0w5vA5c7LiIB7MflDoU+r+CwSC8Xi8MhuhJtL6+Dyti/vqv/xopKSlYvnzi0tQlKUtwtevquM/kJkcTmhxNSNGl4LHSxyLV5xaNBV2uLhxrPoZt+dtwe+A2bvTeQLerG1WnqlB1qgrvv/Q+AGCwexAKQYGnlzyNuv46nGs/BwAwqowT+onfGUs8k8s+rMK36WxQCAqszVyLg3UHIcgEGNVGCaOjxUIpV2Jd5josS12Gqp4qdLm6MOgZHNeaiRavNmcb3m96H9vyR/tH83o78dX11026Oozil1KuxJ6iPTjefBy3+m9JHc6caHW2RobfSm0uihgC4dHWs8DovB53wI02ZxucPiduD9zGgGcAqfpUPFLyCLJMWXh26bN4v+n9WbVbSzekY8AzgI7hDixLXRarPwolICbR5xkvoulA3YEJ2650XcHOgp1I1k1cYu8JeNAy1IJSW+mcx6YQFNhVuAuv1b42oYqZPtQ+3I724XbolDqUJpeiPKU87qrOTrWeGpcMsxvtyDRlShjRzHi9XvT09EBQCPhd9e8QEkORfXdWYVg1Vjyc9/C4pX13rgJZyKp6qmDVWFGeUi51KIvewMAAtmzZguvXr6OpqQm5uZM/uOrp+fBn9+jRo6ioqMDx48exadOmca9z+pwQxcn75fa6e3G953pkhdtYMqZhsAGdw53wBD3we/34sx1/Br939MGu3qxHQUUBnvnTZ5BuSIdOqcPytOW40nUFKrkKzy57Fm3ONtT21aLJ0QRgtFo9y5SF4uTi2fynmXO5llzU9NUAQKRSKMuUhe3528dtI5oPOqUO6zLXARh9CN/ubEf3SDduD9yO+qCKFof6gXoYVAasy1zHn4UF4M7rUkocgkzAlrwtSNYm42zb2QU3m6DN2XbPFiezJYoi+tx9aBlqQauzFRqFBhuzN04oWOgZ6ZnzQdtnWs8gLIZxMXQRA56ByPZOVyfanG3IMedArRgduPpi1YsIhAP3OFp0Y0Uspclzn5Oh+MYk+jwrsBagc7gTrc5WLsGnCKfPiTdvvYl9xfsmLAt0B9w41nwMDq8DKzNWQiVXYcAzgGHfMLJMWVF74M6USq7CzoKdeLn65QV3QRFr7oAbV7qu4GrXVWSaMlGRVhEXywMvdlwcN8x2rBd6Ijpy5Ahqa2vxxR9/8Z43KoPeQfy+9vdYlroM2eZsdAx3xM1SxvlwouUEOl2dyDZlIxAOwOV3oWekB8FwEDqlDumGdJTZyiYMJaLYcTgckQQ6APzjP/4jvv/970/62s7O0VVKVVVV6OnpwSc+8Qls3rwZjzzyCL75zW9i7drRqrbGwcZ7DsC60H4B3qAXKbqUSNIbGG1fUnO+Bj/84x8CAMrXl+PZ//ksbHYbVGoVipOL8VDOaE9SQSbgkeJHoFfpIcgE5JhzkGPOQetQKwLhAPIseXG74uZOOeYcrEhfgWA4OG7IW2FSoYRREY0WKORacpFrycVa+1q0DLXgdOtpJlAXsatdV2HRWGLSp5ekFY8zQmjqlqcth1VrxeGGwwsqNxMWw7jefT3mqyT63f2o6qlC81DzhD7n/e5+PFH2BPQqfWRbLIeKRjN2f3hnAn3Mrf5byDHnoNnRjFOtp2acQL9T90j3hPkWtLgwiT7PNAoNNuVuQk1vDap6qhJuOjTNHV/Ih8MNh/H0kqfHfSiP9Xm91n0NLUMt2JC1IdILzaqx4qnyp2KeSLdqrShJLsHN/psxPe5CJUJEm7MNbc42pBvSsca+Jub936YUhyjiRMuJcQl0ACi0FkKn1M17PLFw5uwZAEBK5v17To4N3bzec32uw4pL9QP1E1r4jGlyNOFy52WszliNpalLEyIpmkiam5vx+OOPo729HWfPnsWGDRsQCIy/UHe73WhtbUVvby/+/M//HABQWlqKpUuX4oMPPsAzzzyDAwcO4NChQ/j617+Ob3/725P2RL+TCBHXuq9Nuu+N/+8NAMAnv/lJPPjoaLufPEseNuVsglapHffayXq6ZpunPsQ3XoxV/hLFK5lMhlxLLkxqE863n0fLUAsLFhapE80n+He/AJxqOYV8Sz7UiokDwikxZJmy8ETZE3i7/u05r5qeT1e7rsKqtaIoqSgmx7vSeQUXOy5G/dwaCYzgUP0h7CnaE1mh3TjYGJNzz1TDYAP+/fK/A8C4eRRToRAUWJG+Apc7L497r9PnRP1APVcAL2K8i5aASq5CZXolnln6DIqT4nt5NM2vYf8wjjUfQygcQlgMo8/dhw+6PwAwmiwZ9A7irfq3Im0sBr2DuNBxYU5iuTvJQlPT5erCm7fexJu33kSXq2tez3258/KEBDow2uYgUZVuH10yd/HdixJHkvj8IT/OtJ3BKzWvYMTPB7ixcvHiRVRUVKCurg7Hjh3DunXrsGbNGvzHf/wHdu/ejWXLlsFqtUKv16OsrAybNm3C1atXsW3bNigUo7UMqampOHLkCC5cuACTyYQTJ05gwDMw416dR148gtsf3EZWcVYkgQ4AqzNW87OdKA5YtVbsLtqNTyz/BEqSS6QOhyQQEkPTTupQ/AmJIXiCHqnDoFmyaCx4tPTRhC06mowIEUcaj+Bky8lZVdmHxTDeb3ofFzou3PfB34BnAK/VvoaekR70ufviYsVVWAzf87O2zFaGMlsZbDobCqwFAEYT6Gvta5FrzsWnVnwKzyx9Bia1CcnaZGzI2sAE+iLHSnQJKeVKbM7dDK1SO66SLEWXggeyH4BBZcCAZwBXu67OezKOpNMw2ICO4Q74Q/5JP/Dv/vK61n0NdqMdOeacmMXQ5myT/MlxousY7sDrN19HlikLG7I2IEmbNOfnnKwCuyipKKY/G/Op3dkOt8ENtVYNlYZtSGJlwDOAA3UH8FjpY+wTPUunTp3Cvn37UFpaipdeeinSA/3AgQP4whe+gHA4jG3btiEzMxOZmZnIyspCXV0dlixZgo0bN447liAIsNvtcDgcWLduHW703JjxzcdYFfr/+Jf/MW77Qro5JFoI9Co9tuRtgdPn5LU+UYIa8g6xrcsCoFPqsLtwN16/+fqC6nVf3VuNhsEGLElZgqKkomn9rDp9ThxpPDJuDtX9uANuvHHzDUlWZU+XSW1CUVJRJFaH1wF3wI2dBTtxpu0MzrSdQZo+DeUp5fjYso9JHC3FCybRJSYX5NiQtQGiKOJW/y2szVyLcls5ZDIZAMCgMiDHnIPjzccnrTClhenuHmP3c7TxKJ4qf2rCMI/pane240rXFXQMd8zqOPShNmcbGgYb5iWJrlPqIpUGKrkKD2Q9MC8DaefKpc5LCAaCCPgDTKLHmMPrwOGGw3ik+JHI9w3dn9/vx7/+678iKysLLpcLf/RHf4R169bhjTfegNH44edvamoqXnrppUmPsWXLlqjHH6tM/4d/+Afs278Pgk6YUaViVkkWbl26heHBYRgso0tql6YsZRU6UZzaUbADV7uuwuV3od3ZHpO+rUQ091L1qUgzpEkdBsVIij4Fuwp34UjjEfhCPqnDiRlv0IvLnZdxufMybDobcs25SNYlw6w2w6KxTLgXEEUR1b3VON9+fkbfRyExhFZna6zCnzMPZD0wLtmvUWhQnFSMkBhCs6MZwGgP9F53L7QKLWQyWVzMPyNpMYkeJyrSKrAifUXUG9yHch5Cm7MNLr9rniOjROAL+fD27bfxeOnjMxpy4fA6cLz5OKug5sjYSpM19jVzep4teVtwof0CLBoLVmasTOiqU5ffhS5XF4KBIERRxKGfHYIt04alDyyVOrQFo2O4A1e7rmJlxkqpQ0kYP/vZz/Anf/Inkd9/5CMfwS9+8QtotbFJTqempuL111/H888/j4c3PYxv/u9vwl4x/UqelMwU3Lp0Cz736A2gRWPB+qz1MYmRiGJPp9ThwewH0TPSg1R9KnpGesYNCyai+JNnycO2/G3jhllT4ss2Z+MjSz6Cc23n0DzUfN/5NImmz903bqixUlAiy5SFTFMmdEodXH4XavtqJx3UudDU9NUgy5QVmS+nUWhQaiuFJ+AZ9/AgLIZxqP4QAGBVxiqszljNIqRFjD3R44Repb9nhZggE7hMjO5pwDOAI41Hpl21OOIfwSs1rzCBPoeC4SAud15Gy1ALgOkPNpmqVH0qHil5BBtzNiZ0Ah0YXRUBABqdBl/4wRcw2D2Iq+9flTaoBehix8XIzyXd34kTJwAAP//5z/HKK6/gt7/9bcwS6GMeffRRnDx5EgBw+DeH4fP48Oo/voojLx5BKHj/5cWiKOL82+cBAMn2ZACjFUi9I73od/fHNFYiiq1UfSpS9alMoBPFuaUpS7GzYCcT6AuUQWXA9oLt+IPKP8CD2Q9CLpNLHdKcCYQDaHQ04mTLSbxz+x2cbj29KBLoANAy1ILmoeZx2wSZAL1KjzT95CtMLndeRnVv9XyER3GKn/oJwhPwMMlJ99U81Ix3br+DnQU7I09U72fYP7zgnrDHq3duvwObzgaNQoMUXQqyzdlI1adKHVZcuvPzTqEa/apKz0uXKpwFS4SI9xrew5PlT/JB7RT88pe/BAB88pOfnNPzLFu2DHv37sWhQ4dw6u1Tke0dtzvw3Neeu+d7u5u7EfAFULKqBEbraIsZb9CLN26N9kkvTS7Fw3kPz13wRDQr6YZ0FCUVoX6gXupQiGgS6zPXozK9UuowaB4oBAWWpS5DhiEDh+oPwR1wSx0SxZBJbYrau31P0R70e/pxsO7guAI4paBEsi55vkKkOMRK9AQw5B3CwbqDTHTSlLQMtWDINzTl189Hr24aFRbD6BnpQctQCy51XsJrta/h7fq3pQ4r7oTFcKQ62ufx4Wd/8TPklOdgwyMbJI5sYQqEAzhYd5A3Bv9Xv7sfDq9jwvaWlvmt2P/d736HL33pS9i3bx9OnDsBm92G+g/unVTzjnjx71/7dwDAlme2TPqahTQsi2ghEmQCHs59GIXWQqlDIaI7yCDD5tzNTKAvQsm6ZOwr3geVnDOaFpKnyp+CRqGZsD0YDqJ5qBnv3n43kkBfn7ke2/O349llzyLdwMKuxYyV6AmgZagF/R4uwaapGxsuORUquQoWjWXSpBHNveahZhxpPAKNQgObzoaS5BKpQ5Jcl6sLnqAHABAKhjDUN4Tdn9wNvUk/L+c3qAzQKrRQK9QIhoPoGemZsxY88cLld+Fq11U8mP2g1KFI6mrXVZxvH22FkmvOxe6i3ZF93/nOdwAAx44di+k5+939qO2rhQgRMsiQbkhHYVIhtFotfvSjH0Vep1Vp0dow+ZCmkaERfPvZb2Oob/QBalZxFlbvWA1g9KZfJVdBrVAj35KP5WnLYxo/EcWeXJBje8F26Nv0kbkqRCQduUyOrflbUWAtkDoUkkiSNgl7ivbgwK0DLEhYIF649gJ0Sh12Fe6KFBa6/C68WvMqPEEPBJmANH0aMowZWJ62HIKMNcjEJHpCKEkuQftwO/vW0pT5glObJh4Kh1DbV8sEusTuXLKtEBSL/gL9zorogG90qMvNCzex/ePb5+R8GoUGhdbCSHuduysS/CE/qnurIcgE3Oy7iUHv4JzEIbXavlqssa9JuCqb2wO30TPSAxEijCpj5OFHIBSAP+SHCBFymRx6lR655tx7zh+p66+L/Lp5qBldg11wdDsgl8tx/fp1rFixAps3b55xrLV9tZBBhgxjBqp7q9Ew2AB3wD3uIc2N3hsIiaEJD9TSUtLQ2tSK3rZeXD95HX3tfcgoyMCGRzagqbopkkB/4NEH8OQXnoy875GSR6IuVSWi+LYhawNMahPOtp3lilQiiRhUBuwq3AWbziZ1KCSxdEM6Hs57GEcaj0gdCsVAgbUAOeaccfc+59rORYq51tjXYEX6Comio3jFJHoCUCvU2FO0B70jvTjdehrdI91Sh0Rxbtg/HHVf42AjbvXfQqerc1oV6zQ/3mt4D85MJ8pt5VAr1FKHIwmt4sMk51985C8AACu3rYzJsVVyFXRKHcxqc2SAW4Yx456VBSq5CivSV8Ab9KJlqGXBJtGD4SDanG0J9RDHH/Lj/ab3p1wRJIMM+dZ8bMzeOC6Z7vA60OXqmtAK63/+2f/EL3/2y8jvt27dOqM425xteL/p/Sm3zLnefR1FSUXjfi7NVjMA4OtPfH3ca1/4zguRX6/YugKf+uanAAA6pQ4r01cygU6U4JakLIFJbcJb9W8t+FVRRPEmy5SFbfnbJm35QItTUVIRRvwjONd+TupQaBbSDenYlLNpwhw5u9EeaedS21eLVH0qr6VpHCbRE0iKPgWPlz2Omt4anG49zWVEFJXT55x0uy/ow5HGI/zZiWMiRJxvP48L7ReQb83H9vztkMlkAEZXDvhD/ntW0i4E6YZ0rLGvQTAcRLo9HU11Tdj/xH6EFCEM+4YjP7/J2mQY1Uao5CooBSWUciUUgiLya6WghEahGfe/yQbuhkIhdPV2QSaTQalUwmw2Qy6f+LqrXVfROdw5539+KbUMtSRUEl0lV8GsMWPAMzCl14sQ0TDYgNahVqQZ0mBUGdHp6hy3GqerqQs3L96ELdOGX/7sl8jNzYXFYkFhYSG+8Y1vTDtGl9+Fww2Hp/XQst/Tj/Pt57Eh68M5AH/2V3+GU6dOwTviRemyUjz1X59C33Affv7XP4fZZsYn/+KTWLVhFewmO4wqI5anLU+4VQVENLksUxY2527G+03vSx0K0aKxIn0F1trXRq7DicZUplfCoDLgWPMxrhJKQBVpFVhrXzvpfWF5SjlKbaW42nUVSkHJ+XE0AZPoCag8pRyp+lS8fvN1BMIBqcOhOBQtodQy1MIEeoIYS/a5A27sKNgBnVKHlqEWdLo6F3zfarkgx6qMVQCAivIK6FV6fKTyIwCAEc8IGroaoJVpgSDgcXvg8XhQW1sLg8EAhUKBcDgMpVKJ5ORkfO9738Pvf/97AMC+ffvg9/vh8/kQCoUQCAQwMDCAlpYWBALjP0uzs7NRXl6OkpISVFZWYsWKFVixbAUq0irQONiILlcXekZ64A/5EQwHF8y/qzZnm9QhTNuy1GU43nx8Wu8JhANR/6w//X9+ivb6dgBAXkEefvPr32DdunXTOv7ZtrMY8AzAorGgz903o1U/17qvQavQYmnqUigEBXLyctDc3YxUfWrkNcFwEF/63JfQ7+5HSXIJMowZ0z4PESWGkuQSyCDDqdZTXElINIcUgmJ0uG8Sh/tSdIVJhUjSJuFY8zH0jPRIHQ5NgQwybMvfdt9/24JMiNyLEt2NSfQElaxLxrb8bTjffh4jgRFeTNM4fe6+Sbff3aqA4l+Xqwvdrm7oVXqcaz+HZanLpA5pXgUCAdy4cQOVlZVoaGiAy+Wa8bGUSiX0ej3UajXkcjmUSiUsFgvy8vKQnZ0NAPD7/RgYGEBTUxNqamrw7rvv4p//+Z8RDochl8uRk5MDu92OnJwcrF27Fjt27MCyymUIhANw+pwY8g6h0dGIJkdTQi67dwfc6B3pRYo+JeprekZ6UN1bjd6RXixJWYKlqUvnMcKJymxlUAgKnGw5OavvQpfDBb1Zj/b6dmQUZOAzf/kZfHTbR1GZUTntY93oGe1rPtuHEufaR/sybsjaMOl/Z4WgWHSfCUSLWXFyMWw6G5M2RHPEqDJiZ+FO9j+nKbFqrXi89HFc676G8+3nIUKUOiS6i1JQojCpEKn6VFg0FqQb0qUOiRIck+gJLMecg2PNx5hApwn8IT/63f1I1iWP2z7si94rneLXkG8IN/tvwulzQi1fXH3SH3/8cYTDYeTn5+O5555DWloajEYjVCoV1Gp1pPpcrVbDYrFApVJBEAT4/X709/fjxIkT0Ov1+NSnPjXjGNxuN65fv46rV6/i9u3b6OrqQkNDA1599VX86Z/+KcrKyvC5z30On/vc52BLsqEwqRCegAeXOi+hurc6dv8x5knDYMOEJHpYDKNxsBFVPVXj5nKcaj0Fq9Yqea/AoqQimNQmHLh1YEYrtF7//17HgX87AL1ZDwAoX1+OnLIc3Oi7gfLU8mm1RbnVfysmKxMEmYBt+duQZcqa9bGIaOGwaq14tORRfND9Aer66+AOuLkylWiWBJmAZanLsMa+BgqBKRKaOplMhsr0SvhDflzpuiJ1OHSXXYW7kGnKnHTfyZaTGPIOoTK9ktfbNGX8hkhgve5eeINeqcOgONXoaJyQRB8JjEgUDc3GxY6LCIthpBvSo14ELFSf//zn8fnPf35G783MzERFRcWsY9DpdFi/fj3Wr18/brvX68XRo0fxi1/8An/6p3+Kf/mXf8FvfvMbrFy5ElqlFg/lPASbzoYTzScSqjKlbqAO6YZ0pOhT0O5sR5uzDS1DLfCFfJO+vqa3RvIkOgCk6lOxxr4GZ9rOTPu9B/7tAABgZGj0M3Lbs9sAjPYzf7/pfews2BnpieoL+qCUKycdRtvn7pt2a5lolqQsSaj+9EQ0f8banmUYMlDVU4VGR6PUIRElrHRDOjZmb5xw30Q0Havtq9E+3M5VQnHEprMh05SJIe8QOoY7MOQbgsPrQFFSEYqSiiLFTkVJRRJHSomESfQElqpPxf6S/bjWfQ0tQy1Sh0Nx5mrXVaQb0sc9VXUH3BJGRDM11hZEr9RDp9RJHA2N0Wg02Lt3L/bu3Yv//t//O55//nmsX78ef/Znf4bvfve7kMlkKLOVQavQ4r3G9xJm8JA74Mbbt9+e8uvbh9vnMJrpmUkVSVN1EwDAYDHgb978G7gcLiSlfzhEqMnRhMMNh7EifQXkghxXu65iZfpKGNVGKAQFRvwj0KtGK9gtGgsKrAWoH6if9Z/FrDbP+hhEtLBZNBbYdDbOvCGaJhlkyDHnYEX6CqQZ0qQOhxYAQSZgY/ZGvFr7qtSh0P/V7+7Hf1z+jwnfj3KZfFxbF4vGMs+RUSKbWEZFCcVutGNP0R7sLNiJoqQimNXmSavjaPEJi2G8c/udcf3RXf6Z95Mm6TU6GhEIccl2PHrwwQdRVVWFyspKfO9734PJZEJ7+2hyOdeSi33F+6BVaCWOcm54g170jvRKHQaA6PMg7uW1f3wNGQUZ+Lu3/g4qjWpcAn1Mo6MRr9a+ihPNJyCDDJ6gByeaT6Cqpwq/vP5L/Or6r1A/UA+FoMC2/G3YU7Rn1t/FSdok3Oq/NaM/ExEtDlqlFiszVmJf8T6pQyFKCBqFBpVplfjYso9hd9FuJtAppjpdnVKHQHcQIU76gLnR0YiXbrwU+T1bONF08Kdlgci35iPfmg8AcPqcaB1qRcdwB5ocTQnVRoBiKxgO4lDdITxR9gQUgiJhKmEpOv57jl9arRYXLlzArl278O677yIrKwv/+q//is9//vNIN6TjyfInJzzYWijqB+rvOYx0trxBL9qd7Wh0NGLQMxh1oGndQN2Uj3nmzTN489/eRF97H/7o+38EuUJ+3/d0j3Sjz92Hfk8/BjwDkfO5/C5c674WWQ6aY85BRVoFrnZdnXI8d3vj1hsAgE8s/8SMj0FEi0OGMQPZpmy0OlulDoUo7qjkKmSZspBnyUO+JR9y4f7f90TTdbz5OGr7aqUOg6bozlki7cPtbOdEUyYTRfG+GRmn0wmz2YyhoSGYTKb5iItiZMQ/gg+6P0BVT5XUoZCEkrRJWJWxCocbDksdCs2CSW3CR5d8lBf/CWCsfzYAbNiwAWfOjPbpDoaDeL/pfTQMNkgV2pxQy9V4Zukz0CpjV20fCodQ01eD+oF69I70TniAtCpjFdbY10R+7wv68Itrv4i0P7qXE6+ewAvfeQGrd6zGg48+iGUbl8Uk5qeXPA2z2oz3Gt9D61BrTNorbM7djDJbWQyio3gzm+trXpvT3XxBHw7WHUSvOz5WBhFJyaqxItucjRxzDtIN6VypTXPqfPv5WRVOkLRyzbnYXbRb6jBIYlO9tmYSfZG41n0NVT1VbOexiKnkKvhDfqnDoFmqSKvAhqwNUodBU/C1r30N3/3udwEAL774Ip599tnIvksdl3Cp85JUoc2JNH0adhfthkahmfWxnD4n3qp/Cw6v456v25C1ARVpo8Njb/bdxLHmY/c9dl9HH779zLeRnpeO//cX/++4Bx6xIJfJZ5Q8L7AWwB1wo9vVPe6BgU1nw77ifTH570rxhUl0irVgOIjjzcfhD/nRM9IDb9ArdUg0R+QyOUxqE0xqEywaC4b9w+h392PINyR1aJIQZAIyjZnIt+Yj25QdmVVCNNfane04UHdA6jBoFlRyFT6x/BNQyVVSh0ISmuq1Ndu5LBIVaRVYnroczUPNONlykgMmFyEm0BeGEf+I1CHQFH3nO9/BunXr8MQTT+BjH/sYrFYrdu3aBQBYbV8NAAsqkd490o1Xal7Bw7kPI9OUOePjdLm68M7td6aU/DnbdhYOrwMP5TyEJkfTfV/fVteGH3/xxzAlm/DZv/lszBPoAO6ZQFcICjyU8xBq+2qhkqvg9Dnh8DqQbkhHSXIJMgwZkAtyXOy4iJreGuSYc7AyYyUT6EQ0JQpBga15W9E81IzOYfbmnW8lySVQCAqExTA6hjsQDAenfc8ll8mhVWqhkqtgVBmhVqihU+pgUBmgU+qgFJQwqU0wqAyTfoe5/C7U9tWi390Ph9cBp88JESLKbeUwqo1weB0IhoPwBDzwh/xQypVQCkp4g164A254gp4preiKFxaNBZVplci35jMBRpK43nNd6hBolvwhP6p7q7EifYXUoVACYCX6ItTmbMOhukPsrUyUgGw6G54qf0rqMGgaRkZGYDAYAADnzp3DunXrIvsONxxecK1dACDLlIUyWxlyzDnTGtZzvfs6zrWfm/YNvN1oR5+7754PC5tuNOGHX/ghbJk2fPFHX4TZZp7WOWKhzFaGTTmbIomPI41HkGPOQYouBb+58RtoFBpkmbLwQNYDMW2NQ/GJleg0l5ocTbjUcQn9nv4J++QyOdQKNYtqYiTdkI5kbTIeyH5gXNsQURTR6eqEw+vAyZaTAMYnybUKLfQqPZK1ybDpbLBqrTF/aBoWwxjxj8AX8sGms03pPd6gF56ABxc6LkzpAbUUNAoN1mWuQ2ly6Zw8ECeaqldqXlmQ847uZFAZFnxHA6PKiI8t+xg/TxYxVqJTVFmmLOws3IkL7ReQrEtG/UC91CER0RQIMgFLUyYOU6T4ptfr0d/fj+TkZOzcuRMffPAB8vLyAABb8rYAwIJLpLc529DmbINSUCLXkgu70Q6LxgKLxjJpgmDIO4QTLSfQMdwxo/Pd731nD57FC995AZlFmfjij74Ig8Uwo/PMhk1nw+bczeO2WTQWFCUV4XTraQCjiYv6gXqIooglKUugU+pg1sx/sp+IEl+eJQ9J2iRc6rg0buhyviUfG3M2QqfU4UL7BVztusrCmhmSQQaj2ogMQwbWZq6duF8mg91oR4YhAznmHKjkqnmvlhZkAoxqI4wwTvk9GoUGGoUGG7M3xmUSPUmbhD1Fe2BQzf93OdHdTGrTgk+ipxvS4Q160eZskzqUOTPsH0bDYAMKkwqlDoXiHJPoi1SeJQ9ZpqzIUs+O4Q5WoxDFMZVchR0FO5BlypI6FJqBpKQkdHd3o6SkBBs2bMDly5dht9uhEBTYUbADtX21uN59HYPeQalDjalAOID6gfpxD2utGityzDmRiriO4Q7c7L85J8vHe9t68avv/QrVZ6vxwP4H8F+++l+gVCtjfp6p6Hf3o3O4ExnGjMi2sWWjwXBw3GtvD97G7cHbMKlN2F24G1atdT5DJaIFwqQ2YWv+VuRZ8nC+/TyGfENYl7kOOqUOALA2cy2Kk4txuOEwBjwDEkcbv1RyFfRKPVL0KUjSJkUeChtUhikNrJTJZAmZ8NWr9KhIq0DPSA/63H0TvqukkGXKwq7CXdNa5UY0l1J0KQuuGOZuKrkKydrkBZ1EB4Bz7eeQZ8mDXJBLHQrFMX77LGIKQYFsczY+6P6ACXSiOKZT6rC3aC+SdclSh0KzkJqaivfeew9r1qzB5z//ebz++uuRJYNltjKU2crQ7+7H6dbT6HQt3F62g97BeXlY4HK48PNv/Rz1V+vxB9/4Azz42IOSLtEUIeJEywk8s/SZyLax5EuBtQC1fbUT3uP0OfHGrTfwB5V/MG9xEtHCk2/Nh01nQ01fDUzq8UuULRoLipOKca79nETRxRdBJsButKPAWgCbzgaz2gylXJqHr/FgbJh9WAzD4XWgd6QXfe4+9Hv60e/uRyAcmNPzG1QGlNvKYdaYYdVY+VCZ4k6aIU3qEOacWq6GVWtFkjYp8sBVLVdDhLig5q65/C5c676GlRkrpQ6F4hiT6IS19rU4VH9oQX0AEi0UFo0F+4r3JWQFE020evVq/P73v8fjjz+OH//4x/iTP/mTcfuTdcnYU7AHPzv4M4TtYQjC/SvcaKJwOIw/3/3nCIfC2PeH+7Dx8Y1ShwRg9GHJZLJMWXiu4jmcaD6B5qFmAKNtAkSIyDBkTPoeIqLpMKqNWJe5btJ9izlJnKJLgS/kgzfoxbLUZSi3lUOv0ksdVtwRZAKStElI0iahFKWR7X3uPnQOd6J7pBuDnkEM+YZiurJsacpSVKZXxux4RLGWqk+FWq6GL+STOpQ5o5KrkGPOQY45B12uLvSM9KDMVobfVP1G6tBi7lLnJSTrkpFjzpE6FIpTTKIT0gxp2FW4C+/efndBf/gTJZoUXQr2Fu+N+ZApktZjjz0GAPjud7+LvXv3oqSkZNx+rVaLUCiE/zz8n/BYPFKEmPhEIBwavYkvWV1ynxfPj+Wpy1GRVjHpPofXgQvtFyIJdLVcjSfKnsCgdxB5lrx5jJKIFqOFvkT/XkJiCPtL9rNYYYZsOhtsOhuWYzmA0fZk3a5utDnb0D3SjS5X14yOm6RNwv6S/bwGprgnyASU2kpxrfua1KHMmatdV5FpyoRNZ0O6IR3phnSExTC8Qa/UocVcWAzjcMNh7Cveh3RDutThUBxiEp0AAHajHY+XPY43b73J1i5EccButGN34e5FXR22kN2+fRslJSX4yEc+guvXr4/bFwqFAADPbXsO79x+J5JYpakT5B9W8MdLNf/1nuuoH6hHriV33IDR8+3ncbXrKgBAr9QjzZCGZanLYNaYOVSUiOZcMBxclP3QbTob1mWu46yZGFMICmSaMpFpygQw2h6htq8WV7uuTrlCXSEo8FT5U1PqN08UDyrTKlHbV7tgV/b7Qj7c6r8VmWcEjD48eKz0Mbzf9D6GfEMSRhd7wXAQb956E0tTlmK1ffW8D4Sm+MZvJoqwaCx4vPRx2I12qUMhWtSWpy7HvuJ9TKAvYAUFBfj+97+P2tpa1Nd/OHTT7//w4lsmk2F7wfZxF6w0Nc01Hz54KF5VLGEkH1IKSuwo2IFUfWpkm8PriCTQdUodPrr0o9hRsIOVL0Q0bxSCAk+WPbkoPnfMajMq0irwZNmTeKr8KSbQ54FBZcAa+xosTVl639em6lOxt2gvnl36LBPolFC0Si02ZsdH68C50uRomrAtzZCGp5c8vSBXTYbFMK73XMehukMQRVHqcCiO8NuJxjGqjdhXvI8XlUQSUAgKbM/fjgeyH+DNwyLwuc99DhkZGfjqV78KAPB4PPjhD38IANi7dy+A0Z+JPUV7JgyCo3u7s/q8q2lmS8ljSZAJ2Jq/FRnGjHF90dVyNZakLIFGoYEn4MG5tnMIhUMSRkpEi5FaocZjpY/hibInYDfaF9Q1iFJQYnXGajxR9gSeXfYsNmRtQIo+ReqwFp0Hsh/AtvxtUAgTF8LbdDY8WfYknih7AtnmbPakp4RUnFwcdfYNMHrNV5FWgSfKnsBzFc8hTZ9YA0ldfhf63H0TtssFOYqSigAAGYaMCQUjia57pButzlapw6A4IhOn8FjF6XTCbDZjaGgIJhNv5BcDf8iPN2+9OekHJRHFnkltwq7CXUjSJkkdCs2jX/7yl3juuecmbN+9ezc+//nP48knnwQA+II+vNf43qLuWztdF96+gH//2r/DlGzC99/+vmRxGFVG7CjYcc+kTcdwB7pd3bDpbMg2Z89jdCSl2Vxf89qc5lIgFEBtXy0+6P4gIds8pupTkWvORbIuGcnaZCZl40gwHMTp1tOo7auFSq6CVWPFnqI9UCvUUodGNGthMYxjTcdQN1A3brtKrsLTS54eN3vhUsclXOq8NOtzquQq6JQ6aBVa6JQ6yAU5AGDQM4hed++sj3+nFekrJh1Q7Ql4MOgdhN1oR7OjGe81vodgOAhgtEWpKIrodHXGNJb5tDRlKTbmLOyVBjT1a2sm0Skqb9CLo41H+eSNaI5lGjOxo2AHbyAWqT/5kz/Bj3/8YwCA0WjE8PAwAEClUsHn+3DYcygUwl/9+K/gVDtRuq4UMplMkngTya/+9lc49tIxfPeN7yI5I3nez59pzMSWvC1M4NCkmESneBcWw7jefR2XOi9FEiLxzKQ2Id+SjzX2NZFEEsWfYDgIh9fBdnW0YA14BtAx3AGnzwlRFFGUVIQ0w/jK8+vd13Gm7cy0jmtWm7EpdxM0Ck3kf/daOeQJeFA/UI+6gbqYFEcWWAuwo2DHPV8TCofgD/kx5BuCXqmHUW3EoGcQL1W/NOvzS8WsNuPZZc9KHQbNsaleW3OwKEWlUWiwp2gPrnVfw4WOC1MeBkNEU7c8dTnWZ61fUEunaXpOnz4NAGhoaEB+fj6OHTuGLVu2wO/346c//Sm2bt2KkpKSce/5b3/537Bi3woJok0coijizBujNyc6o27ezmvT2VBgLYBJbYLdaIdGoZm3cxMRxZIgE1CZXolMUyYO1R2CJ+iROqQIlVyFFF0KrForTGoTLBoL21EmCIWgYAKdFrQkbdJ9VxdPd1ilRWPB3qK9MKqNU36PVqnF8rTlWJ62HJ6ABx3DHeh0daJnpAcDnoFp5XcEmTCl3udyQQ6toIVWqY1ss2qtyDXnwuF1QK/So2O4Y8rnjQccLEp3YiU6TUmfuw8nW04iEApg0DsodThECc+qsWJT7qZFMciL7u2NN97AY489hm9+85v41re+BQB48skn8dprr2Hjxo04ffr0hIE2LZ0tONp9FN6gV4KIE8PLP3oZ7/7iXfzBN/4AGx+fnyWYGYYM7C/ZP+kqgY7hDlT3ViMUDmF30e55iYfiGyvRKZEEQgE0OZrQMtSCJkcTQqJ08xumUg1JRBTP+tx9eKXmlSm9dknKEmzI2jDpTIGZCoVDcPqcGPYPw+V3wRPwwBP0wB1wwx/yQwYZBJkAQSZAKVdiRfqKWbUdDYVDkRVC17qv4VzbOYhIjIGdqzJWYY19jdRh0BxjJTrFlE1nw2Olj6GmtwZn2s6wKp1ohlRyFSrTKlGZXsnqcwIAPProo/j2t7+Nb37zm2hra8OXv/xl/MM//ANee+01nDp1KvK6qqoq5OXlQa8fbQ2yRbsFb9W/JVXYcc054MS7v3gXAOYtgQ4AlemVCIaD6B7pRsdwB/whP4Z9w9hdtBudw51oGGwY1w+TiChRKOVKFCcXozi5GL0jvTjccBjD/uF5j2Nd5jqsSF8x7+clIoolm84GvVKPkcBI1Neo5CpsydsypQrw6ZILcli1Vli11pgfO9r5xlSkVeBW/y0MeAbm5dyzpVPO34pWin9MotOUCTIBSdok2HQ29Iz0SB0OUULRK/VYnrYc5bZyKOVKqcOhOPONb3wDNpsN3/rWt/Af//EfeOihhya85qmnnsLNmzcjv88x5yDHnIOWoZb5DDUh9LaNDlJ6/uvPz+t5DzccnrRvsMPrgMvvAjC6HJeIKJGl6FPw9JKn0TDYgD53H1x+F3pGeua03YsgE7A5dzNKkkvu/2IiogSwPms9jjYenbQi26qxYkfBjnlLcs83s9qcMEn0blc3lqQskToMihNMotO0ZBgz8Hjp4zhUfwhtzjapwyGKe5nGTCxJWYJcSy4rzykqmUyGP/7jP8ZnP/tZqFQqnDx5csJrmpubx/3e6XNGErM0ntE62i/SkmKZ1/NGG7z3+9rfIxAOAEBMl+ISEUlFKVei1FaKUpRGtg15h9Dn7kPLUAvqBupmdXxBJqA0uRSp+lToVXokaZNYDUhEC0pRUhEsGguqe6sx5B2CRqFBkjYJdqMd6Yb0SdsDLhS+kE/qEKasfqAedqMdpbbS+7+YFjzeydG0yWQyrMpYhY7hDrZ1IZpEsjYZuZbcyIUR0VQplR+uUsjJyUFSUhKam5thsVjw2muvRfb1uftwsO4ge6JH0V7fDgBIy02TOJJRYwl0YLQ3uiiKC/rGiIgWJ7PGDLPGjMKkQqzMWImGwQbU9Nbcs13BZExqE7bnb0eKPmWOIiUiig82nQ2bczdLHca8EkUR/e5+qcOYMhEijjUfQyAcwLLUZVKHQxJjEp1mJN2Qjs25m3Gs6VjCDIQgmitKQYlMUyayTdnIMedAr9JLHRIlsK1bt6KlpQX19fUAMCHh6vK7cKjuEBPo93D16FVkFmUiJSv+EjD+kB/9nn7YdDapQyEimjMWjQWrMlYhVZ+KQ3WHpnS/oFVo8UD2AyhKKpqHCImISAodwx0JVYk+5nTraajkKrYVW+SYRKcZK0kugUFlwMmWkzCqjGh1tkodEs0hnVIHi8YCg8oAnVKHzuFODHoH4Q/5pQ5NEkaVEfnWfOSac5FmSGOrFoqZP/zDP8Rzzz2Hzs5OZGRkTKhYPtJ4ZE77zi4EHpcH1rT47SHZ5GhiEp2IFoUsUxb2l+zHjd4baB1qHbcyZ4xKrkKBtQDrM9dDrVBLECUREc2X2r5aqUOYsePNx2FQGWA32qUOhSTCJDrNit1oxyPFj+BM2xmpQ1l0krXJSNWnQi7I4fA64PA64A64p91iR6PQQCVXQa/UQ6/SQy1XQ6/Sw6AyQC1XQ6vUwqQ2QSVXTXhvWAyjZagFTY4mDPuG0e/phz/kh1quxgPZD6DP3Qdv0ItAKABP0IOwGIZGoUFYDMMdcMMT8CTUU2hBJqDMVobS5FIuMaY5U1lZCQCorq5GRkbGuH09Iz3ocnVJEVZCcQ46IYbjd5XUjZ4bWJG+gv3RiWhRyDBmIMM4+n0WDAfR5+6DXCaHCBEKQQGz2gy5IJc4SiIimmt97j40DDZIHcaMhcUw3rn9DvYV70OqPlXqcEgCvHujWdOr9Nievx0KQYG6/rpJl2vqlDr4Q/6oQ9do6gSZgEJrIUptpROegI74R+Dyu3Cs+RgcXgeA0SS5RqGBUlBCr9LDorEgWZsMm84Go9o4qwpqQSYgz5KHPEteZJs/5IfD64BZbZ7SUqexhPqAZwDv3H4nbvvs51nysCFrA0xqk9Sh0AKXmZkJAPj7v/97bN++fdw+T2BxVKAbVIYZD031ur1ou9WGik0VMY4qdnwhH24P3OaAIiJadBSCAumGdKnDICIiCXiD3oRvB+wP+XGw7iD2Fu1FmiE+5i/R/GESnWJCJpNhU84m5JhzcLr1NNwBNwBALVdjU+4mFFgL4PQ5ceDWAQz7hyWONnGp5WqYNWastq+eNJmrV41Wkz9W+hiA0eWx891mRCVXTeuprCATYFAZYFAZUJJcEnfLu2SQYX3WelSkxW9CjhYWq9WKRx55BEePHoXX64VGo4nsWywPcdba1+Jo01EAgN/rx4V3LmDDvg2QK+5dqdhY1Yjvfep7AIA9n9oz53HOxrXuayhJLuGAUSIiIiJaFDKNmciz5KHJ0SR1KLPiD/lxqP4QK9IXISbRKWbkghwF1gJkGDJwqfMSqnurkW3ORoG1AMBo8ufZZc/ievd1nGs/J3G08UuQCdApdTCrzUjVp8KoNiJFlwK9Sg+NQnP/AwBTfl28KU0uhTfoxaBnEEO+IanDgSATsKtwF3LMOVKHQovMD37wA5SXl+OnP/0pvvSlL0W2WzQWKAXlpD1lF5IsU1bkz/nFh74IAPjPv/xP/PD9H0Jr0EZ93/c+9T1o9Bp86cdfQk5ZfP+7HfQOoqavBktSlkgdChERERHRnJPJZNhVuAsXOy7icudlqcOZMZVchafKn8KQdwiiKLIoZhFhEp1iTqvUYmP2RtiN9glV0IJMQEVaBS53Xl7wSaCpMqgMKLQWIsOYgWRtMnRK3aL9EE4zpGGXYReA0aVefe4+9I70YsAzgF53L5w+55zHUJJcglR9KqwaK5J1yZP2gieaayUlJfj4xz+OH/zgB/jCF74AuXy0AlsmkyFVn4r24XaJI5xbckGOwqRC1A/UY+NjG3Hq9VMAgPb6dhStKJr0PSdePQEAWLdnHQorC+ct1tm42HERRUlF/JwhIiIiokXDbrTPOImuEBRYmb4SgkxA81DzvM6LkmH0XmxjzkaY1KZFs0qYPsQkOs0JmUwWqUCfbJ9CUCzKJLpKrkKSNgldri6k6lOx1r4WmaZMqcOKSxqFBlmmLGSZsiLbfEEfOoY70D3SjT53HwY8A/AGvTE7p1ahxUM5D3HYH8WF559/Hr/85S/xm9/8Bp/4xCci23PMOQs6ia4QFDh3+hz27d2H7/zNd7Bh5YZIEv30G6cnTaJ73V688J0XAADP/Okz8xrvbHiDXrxd/zb2Fe/jUD0iIiIiWhTG5rdNV4ouBRuyNkSGVVekVeD1m6+je6Q7htGNZ9VYUZJcAq1SiyxTFnRK3Zydi+IfM0U07/rcffAEF8dwvLsFw0HkWfLwaMmji7bafDbUCjXyrfnIt+ZHtg15h9Dl6kL7cDs6hjsi/finQwYZHsp5COUp5bEMl2hWysrKAAA//vGPxyXRi5KKcKHjwoId1BwMB/HH/+OPMTIygi9/6cvj9k3W51wURfyfb/0fAMDH/vxjUKqV8xFmzHS6OnG44TB2Fu6c9xkWRERERETzTa/UQyEopnw/U2YrQ7mtHCn6lHHbx4o3Z5JEL04qRoo+BadbT0e2jc1q84f8kEGG8pRylNvKmbuhCCbRad51u7ohgyzhpzJPh0JQYFnqMlSkVSRsv/J4ZdaYYdaYUWorRVgMo93ZjosdF9Hr7p3yMdbY1zCBTnEnJycHRqMRGRkZ47ZrlVosT12OK11XJIps7v33f/nv+KN1fzRu2/PPP4+RWyM4dvYYHv7ow5Htp984jctHLsNeaMfWZ7fOd6gx0TzUjN9V/w4PZD8wbvUNEREREdFCk2vJxSeWfwLXu6/jg+4PEBbD4/bLIENhUiGUghIZxgwUJU3eznHsWOfaz004xr2o5CpszNkIlVwFpaDEjd4byLPkoSKtgqvS6Z7400HzbmnqUigEBc60nYE/5Jc6nDkjl8mRaRqdPl2UVMQP43kgyARkm7NhUpvwxq037lmVrlVoUZxcjDJbGQwqwzxGSTQ1MpkMP/jBD/DZz34W58+fx7p16yL7VmWsQvNQMwY8AxJGOHdkggzf/sG38c0//WZk2y9+8YvIr3PKc5C/LB+NNxrxn3/5nwCA//LV/zLvccbSoHcQB+sOYm/RXmSbs6UOh4iIiIhozmgUGqzNXIs8Sx68QS/6Pf04334ecpkcW/O3Rm0PfDeT2gS70Y42Z9uUz70kZUlkJlGprRSlttIZ/Rlo8WFWjyRRaiuNtCRoHGzEsH9Y6pBiJsuUhdLkUmSaMll1LhGzxowny57EyZaTaB5qHrdPkAlYY18z7ouTKF596lOfwj//8z/jYx/7GG7dugWFYvRrWy7IsaNgB16teTXqfAm70Y7S5FLYjXZ0j3TjcMPh+Qx91tY9ug75P8lHY2PjhH3f+9T3JmxzOVzzEdacu9hxkUl0IiIiIloUxlq0GFQGNAw24KGch5CqT53WMdRy9ZRfK8gELE1ZOq3jE41hEp0kIxfk2JC1ARuyNqDP3YfLnZfR5GiSOqxpUwgKlCSXIFWfCrPajBR9CvvaxgG9So/dRbvh8DrwcvXLAEa/XNdlruOTZkoYCoUC3/3ud7F37178xV/8Bb773e9G9lk0Fuwt3ot3b787Yc5ERVoFNmRtiPw+X5kfkzZagkyAVqGFTqmDTqmDWjF6wRoMB9Ex3BHTQb/tznbU1tXi9InT2Lo1epsWg8mA57/5PFY8vAIahQaF1kJU91YnbMuwXncvvEEvH8ISERER0aJh1VrxZNmTM+o/Pp38y0M5D0Gv0k/7HEQAk+gUJ2w6G3YV7oLD68CxpmNzOl05VhSCAqn6VKy1r0WaIU3qcCgKi8aCjy75KJRyJSdpU0LavXs3AOB3v/sdvv3tb0Op/HBwZrohHR9f/nG0DrWi39MPT8ADg8qAyvTKcceQyWRQypVTbqHVeqsVf/2Jv8YLb72A7Q9sx82qm9iwbgP+2+f+G1555RV8+ctfxr59+8a1mBFFEV2uLtzsv4kmR9Os23WFxBBG/CPYsmULvvKVr+Bv//ZvJ31dQ2MD5Fo5guEgkrXJkAtyeINe3B68PavzS6nN2XbP3o9ERERERAvNTAd43uu+w6qxQiaTQQYZSm2lKLOVzTQ8IibRKb5YNBY8XvY4TjSfQE1fjdThRMggg1VrRZI2CVaNFRqFBgXWgkgVJsU3s8YsdQhEMyaTyXD69Gls3rwZf/mXf4m/+qu/GrdfISiQb81HvjX/nsdRyVVTTmyH/CEAwB89/Ud48cUXsX//fnzkIx/B7373OwDAt7/9bXz7299GWloazp49i7y8PMhkMmQYM5BhzIAoiuhz96F9uB3drm70jPRMqJa/n2RtMiwaCwBEkvW//e1vYbVasXPnTgBAWloazAYzVKrxrZkq0yvRPNSMTGMmuke6Y1ohPx/YaoqIiIiI6P5ah1ontHAds8a+BqsyVs1zRLSQMYlOcWlT7iaUp5SjydGExsFGDHoHJYtFJVdhb9FeVpsTkWQeeOAB/MVf/AW+9a1v4ZFHHsGGDRvu/6a7JGuT4fLfv2+4IqBAniwPAOByubB//34AiCTQ79Td3Y1nnnkGZ86cwVe/+lXs378fmzdvhkwmQ4o+JdLjEADcATeGfcMY9g/DHXDDE/CM/n/Qg7AYhiATIv9L06dhedrySDXKb3/7WwDAT37yExw/fhzBYBC3b99GSUnJpH8Gm86GT1Z+EnJBjmHfMN65/Q76Pf3T+u8lFUEmINOYKXUYREREREQzNuwbhi/kg01nm7NzOH1OHG06OmG7SW3Cg9kPIsecM2fnpsVJJorifZuGOp1OmM1mDA0NwWQyzUdcRBGiKOJM2xlU9VTN+7nNajMeKXkEBpVh3s9NRHSnYDCIjRs3oqenBxcuXIDNNr0L0tq+WhxvPh51f29bL37w2R9gzao1eOftd+7ZQuVOMpkMd15K/NM//RNaW1vxve99DxkZGejo6JhWnJNJSkrC4ODow9QpXLZM0DjYiHcb3p11HPNBq9Di+crnpQ6D5sFsrq95bU5ERETx7GDdQfS5+2BQGaAURttKKgQFHi97PGbneLn6ZQx4BsZtU8lVeK7iOSgE1gzT1E312po/VRT3ZDIZHsx+ECXJJWh2NGPYPwyH14Hekd45HRyXqk/FvuJ9XFZPRHFBoVDgt7/9LfLy8lBSUoLDhw9j1aqpL08sTipGdW81+tx9E/YJMgEXX7qIgd4BvPP2OwCA1157bUrH1Wq1cLvdkd9/4QtfiPy6s7MTJpMJN27cQHZ2NoDRJPj169cxMDCAW7duoaWlBe3t7ejo6EB/fz+Gh4fh8/lG+7grlbBarZEE+rVr16b8571TIrV08gQ9cPqcMKmZGCUiIiKixHOj5wbanG0AMKGtYutQK7LN2bM+hy/om5BAB0Z7oDOBTnOFP1mUMGw627ilQIFQAP2efnQOd+Jm/004fc5ZHd+isaDcVg6DygCDygCbzjbjwRZERHMhNzcXL7zwAp577jmsXr0av//97/HYY49N6b1yQY7HSx9HTV8NWodaERbDMGvMSNGlIMecg583/Xzc62/evDml4/p8vnvuHx4eRk5ODj772c/i9u3buHbtGvr6RhP5giDAbrcjNTUVycnJWLVqFUwmEzQaDURRhM/nQ11dHQBg/fr1WL58+ZRiuttsh5zOt/ca3sPe4r3QKDRSh0JERERENGUuvwtn2s5E3R8IB2JynjNtZyDIBMggQ0gcneekEBRYkb4iJscnmgzbudCCEAwH0eZsQ11/HRodjdN6r0JQoCS5BBuzNzJpTkQJ4dlnn430CT98+DC2b98+62MODAwgOTl5Ru996qmn8Morr9z3dXl5efjYxz6GtWvXorS0FMXFxROGgs6Fqp4qnG49PefniSWLxoJHSx6FVqmVOhSaI2znQkRERAtNt6sbv7/5+0n3WTQWPFX+1KwrxZscTbjceRlb8rZAp9Shd6QXOqUOVq0VgkyY1bFpcZrqtTV/umhBUAgK5FnysLNwJ9IN6VN+X445B89XPI+Hch5iAp2IEsZvfvMbtLa24qGHHsKOHTvwb//2b7M+ZlJSEioqKqb8ekEYvYT42te+hoyMjElfU1ZWFvn1jRs30NjYiL/5m7/BU089haVLl85LAh0AGgYb5uU8seTwOnCw7mDCVdETERER0eIVrdJckAnYmrc1Jq1WFIICT5Q9gSRtEjQKDbLN2UjWJTOBTnOOP2G04Owv2Y9VGatg0Viifogma5Oxp2gP9hTtgVKunOcIiYhmLysrC++//z62bduGz33uc3jqqadw9erVWR3z7//+7+/7mpycHIRCoUgC/Dvf+Q7+6Z/+CQCwa9cu+Hw+9Pb2IhwOo6amBqIoQhRFLFmyZFaxzZTD60CXq0uSc89Wv6cfhxsOz2iYKhERERHRfAqLYZxrOzfpvpXpK5GiT4nJebJMWUyYkyTYE50WHEEmYI19DdbY1wAY7cnl9DmhFEaT5TqlDnqVXsoQiYhiQi6X4/Dhw3jxxRfxjW98AytXrsRjjz2GF154AUajccLrfT4f2tra0NPTgzfeeANdXV1wOBzweDx46623op7nf/2v/wWv14v6+np87WtfgyAIqK2txZUrV9DT04P169ejsrIy8nqbzRb1WPPtfPt5qUOYlTZnG442HcXWvK1cMUVEREREcScQCkAhKCCDDCOBkQn71XI1lqfNbLYRUTxhEp0WvLFBoUREC5FMJsPHP/5xfPSjH8UTTzyB119/HSkpKXjwwQexcuVKuFwu3Lx5E9euXYPD4RhX1ZySkhIZ5qlQKBAMBvHYY4/hRz/6EQDAbrdHbbmSm5uL3NzcefkzzoYn4JE6hFmrH6iHKIrYlr+NiXQiIiIiihv+kB8v3XgJI4ERKAXlpO1cKtMroZLPTxtHornEJDoREdECoFAo8Oabb6K+vh6//OUv8fd///dobGxEUlISbDYbPvOZz6CsrAx5eXlITU2FUqlEWloakpKSpA59Tq3KWIVjzcfgDrilDmVWbg/ehkwmY0U6EREREcWNxsHGSPX5ZAn0DEMGSpNL5zssojkhE6fQaHOqU0qJiIiI4o036MVvqn4DX8gndSgztiJ9BYqSiiDIBFg0FqnDoRiYzfU1r82JiIgoHpxtO4tr3dei7l+XuQ4r0lfMX0BEMzDVa2tWohMREdGCplFokKRNQqerc0bvzzHnINOYiWH/MG7134I/5I9xhNFpFVqU2kqx1r6WFehEREREFFdSdPceFpqkXdirXmlxYRKdiIiIFjyH1zHt9ygEBZalLsOqjFVQCKOXTDnmHBysOxjj6D4kyASU2cpg1Vhh1VqRYchg8pyIiIiI4lKuJRdZpix0DHcgLIbH7VtjX4Mcc45EkRHFHpPoREREtKCFwiEk65LR5myb0ut1Sh0eyHoAWaYsqBXqcfuyTFlQyVXTrkZXy9XYlLsJH3R9gF53b2R7hiEDgXAAYTEMs9qMdZnrYNaYp3VsIiIiIiIpKAQF9hXvQygcQquzFYFQAK3OVrj8LqzKWCV1eEQxxSQ6ERERLWhyQY59xfvQMdyBM61n0O/pn/Aas9qMXEsuwmIYy1OXw6g2Rj1eviUfN/tvTiuG5WnLUWAtQLohHcebj0eq3NMN6dP+8xARERERxRO5IEeeJQ8AUJxcLG0wRHOESXQiIiJaFOxGOx4rfQw9Iz0IhAO41HEJ/Z5+ZBozsbNwJ1Ry1ZSOU2Yrm1YSfSxhDoxWue8p2jOj+ImIiIiIiEgaTKITERHRoqGUK5FpygQAdLu6YdPZsCl3EwSZMOVj3N3i5X5KkkumnKAnIiIiIiKi+MMkOhERES1K67PWQxTFaQ/unE7C3aqxYl3muumGRkRERERERHGESXQiIiJatKabQAdwz6GiarkaJrUJ/pAfSdokPJD9AKvQiYiIiIiIEhyT6ERERERTFBbDON16etJ9BpUBT5Q9AZ1SN89RERERERER0Vya+npkIiIiojjWONg45+c423YWXa6uCduXpizFU+VPMYFORERERES0ALESnYiIiBJet6sb7za8iyRtEhSCAnKZHIPeQWzJ24Icc05MztE42IiqnqoJ29dlrsOK9BUxOQcRERERERHFHybRiYiIKKH5gj683/Q+AGDAMzBu3+XOyzFLone6OifdbtPZYnJ8IiIiIiIiik9s50JEREQJ7Xz7eQz5hibdFwgFYnKOnpEe1PXXTRgSajfakWnMjMk5iIiIiIiIKD6xEp2IiIgS2rB/OOq+yvTKmJzjVMspVKRVoDK9En3uPoTFMExqE3ugExERERERLQJMohMREVFCi1ZtnmfJQ0lyyayP7/K7sCVvC6xaKwAgVZ8662MSERERERFR4mASnYiIiBJW/UA9ekZ6JmxXy9V4OPfhmJzDoDLE5DhERERERESUmNgTnYiIiBKOL+gDAHiDXogQJ+xflroMaoV6vsMiIiIiIiKiBYiV6ERERJRQrnVfw9m2sxBkk9cCqOQqrEhfMb9BERERERER0YLFJDoREREllKqeKgBAWAxP2CeXyfFg9oOQC/L5DouIiIiIiIgWKLZzISIiooQRCAXg8rui7hchxmSYKBEREREREdEYJtGJiIgoYSjlSlg0lqj7bTrb/AVDREREREREiwKT6ERERJRQVmWsgk6pm7DdqDJiZ8FOCSIiIiIiIiKihYw90YmIiCihFCUVoSipCIOeQQz7h9Ez0oPGwUasz1oPvUovdXhERERERES0wDCJTkRERAnJqrXCqrUix5yDNfY1UodDRERERERECxTbuRARERERERERERERRcEkOhERERERERERERFRFEyiExERERERERERERFFwSQ6EREREREREREREVEUTKITEREREREREREREUXBJDoRERERERERERERURRMohMRERERERERERERRcEkOhERERERERERERFRFEyiExERERERERERERFFwSQ6EREREREREREREVEUTKITEREREREREREREUXBJDoR1Evx3gAACX1JREFUERERERERERERURRMohMRERERERERERERRcEkOhERERERERERERFRFAqpAyAiIiIiIiIiIqLYCYthXOy4CBlkWJu5VupwiBIeK9GJiIiIiIiIiIgWkGA4iKtdV+EOuKUOhWhBYBKdiIiIiIiIiIhoAbnYcREAkKpPlTgSooWBSXQiIiIiIiIiIqIFxKw2I0mbhAxjhtShEC0I7IlORERERERERES0gCxNXYrylHIIMtbPEsUC/yUREREREREREREtMEygE8UO/zUREREREREREREREUXBJDoREREREREREdEC4Al4pA6BaEFiEp2IiIiIiIiIiGgBkAtyqUMgWpCYRCciIiIiIiIiIloAVHKV1CEQLUhMohMRERERERERERERRcEkOhERERERERERERFRFEyiExERERERERERERFFwSQ6EREREREREREREVEUTKITEREREREREREREUXBJDoRERERERERERERURRMohMRERERERERERERRcEkOhERERERERERERFRFEyiExERERERERERERFFwSQ6EREREREREREREVEUTKITERFRzHS5unCi+QQ6hjukDoWIiIiIiIgoJphEJyIiophpHGxEq7MVgoyXGERERERERLQw8A6XiIiIYmLAM4BGRyPkMjlsOpvU4RARERERERHFhELqAIiIiGhhUAgKWDVWJGmToBB4iUFEREREREQLA+9wiYiIKCZMahP2Fu9FWAxLHQoRERERERFRzLCdCxEREcUU+6ETERERERHRQsK7XCIiIiIiIiIiIiKiKJhEJyIiolnzBDxSh0BEREREREQ0J5hEJyIiolmTC3KpQyAiIiIiIiKaE0yiExER0ayp5CqpQyAiIiIiIiKaEwqpAyAiIiIiIiIiIqJRV7uuwuF1oCS5BHajXepwiAhMohMREREREREREUnOF/ThVOsp1A/UAwA6hjvwRNkT0Cl1EkdGRGznQkREREREREREJCGX34WXql+KJNDHtl3pvCJhVEQ0hkl0IiIiIiIiIiIiCV3quAR3wD1heyAckCAaIrobk+hEREREREREREQSahhsmHR7niVvfgMhokkxiU5ERERERERERCQhs8Y8YduD2Q8yiU4UJ5hEJyIiIiIiIiIiktDdyfICawGWpS6TJhgimoBJdCIiIiIiIiIiIglVpFVAr9QDAGw6Gx7MflDiiIjoTgqpAyAiIiIiIiIiIlrMFIICOqUOm3M3I9ucLXU4RHQXJtGJiIiIiIiIiIgktqNgB4xqo9RhENEk2M6FiIiIiIiIiIhIYiq5SuoQiCgKJtGJiIiIiIiIiIgkplaopQ6BiKJgEp2IiIiIiIiIiIiIKAom0YmIiIiIiIiIiIiIomASnYiIiIiIiIiIiIgoCibRiYiIiIiIiIiIiIiiYBKdiIiIiIiIiIiIiCgKJtGJiIiIiIiIiIiIiKJgEp2IiIiIiIiIiIiIKAom0YmIiIiIiIiIiIiIolBIHQARERFJb8AzgGvd16BRaLA+cz1kMpnUIRERERERERHFBSbRiYiIFrmWoRa83/Q+vEEvAEAlV2FVxiqJoyIiIiIiIiKKD2znQkREtIhdaL+At+rfiiTQAeBSxyV4Ah4JoyIiIiIiIiKKH0yiExERLVJOnxMfdH8wYbsIESExJEFERERERERERPGHSXQiIqJFqsnRhLAYnrDdprPBoDJIEBERERERERFR/GESnYiIaJEyq82Tbnuk+BEJoiEiIiIiIiKKT0yiExERLVJZpiwoBWXk9wpBgW3526BWqCWMioiIiIiIiCi+MIlORES0SMkFOdZmrh39tUyO9ZnrkaJPkTgqIiIiIiIioviikDoAIiIiko5BZUCmMRN7i/dCkPHZOhEREREREdHdmEQnIiJaxNIN6cg0ZjKBTkRERERERBQF75iJiIgWMRlkUMqV938hERERERER0SLFJDoREdEixiGiRERERERERPfGJDoRERERERERERERURRMohMRERERERERERERRcEkOhERERERERERERFRFEyiExERERERERERERFFwSQ6EREREREREREREVEUTKITEREREREREREREUXBJDoRERERERERERERURRMohMRERERERERERERRcEkOhERERERERERERFRFEyiExERERERERERERFFwSQ6ERERERERERHRFIXFMDwBj9RhENE8YhKdiIiIiIiIiIhoGqp7q6UOgYjmEZPoREREREREREREUyTIBKzKWCV1GEQ0j5hEJyIiIiIiIiIimgaZTCZ1CEQ0j5hEJyIiIiIiIiIiIiKKgkl0IiIiIiIiIiIiIqIomEQnIiIiIiIiIiIiIoqCSXQiIiIiIiIiIiIioiiYRCciIiIiIiIiIiIiioJJdCIiIiIiIiIiIiKiKJhEJyIiIiIiIiIiIiKKgkl0IiIiIiIiIiIiIqIomEQnIiIiIiIiIiIiIoqCSXQiIiIiIiIiIiIioiiYRCciIiIiIiIiIiIiioJJdCIiIiIiIiIiIiKiKJhEJyIiIiIiIiIiIiKKQiF1AERERERENHWiKAIAnE6nxJEQERERESW2sWvqsWvsaJhEJyIiIiJKIMPDwwCA7OxsiSMhIiIiIloYhoeHYTabo+5nEp2IiIiIKIHY7Xa0trbCaDRCJpNJHQ4RERERUcISRRHDw8Ow2+33fB2T6ERERAlixD8CvUovdRhEJDFBEJCVlSV1GEREREREC8K9KtDHcLAoERFRgrjVfwvBcFDqMIiIiIiIiIgWFVaiExERJYgV6SvYuoGIiIiIiIhonrESnYiI6P9v545xGwSCMIwOVlpEj8T9b8YBmJ5N5fKPaOw44b16iylHn0b7RwjoAAAA8H4iOgAAAAAABCI6AAAAAAAEIjoAAAAAAAQiOgAAAAAABCI6AAAAAAAEIjoAAAAAAAQiOgAAAAAABCI6AAAAAAAEIjoAAAAAAAQiOgAAAAAABCI6AAAAAAAEIjoAAAAAAAQiOgAAAAAABCI6AAAAAAAEIjoAAAAAAARfVx6NMaqq6jiOlw4DAAB38Nyrn3s2AADwuS5F9O6uqqpt2146DAAA3El317Isvz0GAADwg2lcOH85z7P2fa95nmuapnfMBQAA/9YYo7q71nWtx8MPiwAA8MkuRXQAAAAAALgjZy8AAAAAABCI6AAAAAAAEIjoAAAAAAAQiOgAAAAAABCI6AAAAAAAEIjoAAAAAAAQiOgAAAAAABB8AwVRvu7/qDEuAAAAAElFTkSuQmCC",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Re-define the function and re-plot the biodiversity hotspots for Nigeria and Lagos\n",
+ "def plot_biodiversity_hotspots(country_gdf, state_gdf, hotspots_gdf, country_name, state_name):\n",
+ " # Create a subplot with 2 panels: one for the country and one for the state\n",
+ " fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(15, 20))\n",
+ "\n",
+ " # Plot the country with hotspots\n",
+ " gdfs['nigeria'].boundary.plot(ax=ax1, linewidth=1, color='black')\n",
+ " hotspots_gdf.plot(ax=ax1, color='green', alpha=0.4)\n",
+ " ax1.set_title(f'Biodiversity Hotspots in {country_name}', fontsize=15)\n",
+ " ax1.set_xticks([])\n",
+ " ax1.set_yticks([])\n",
+ "\n",
+ " # Plot the state with hotspots\n",
+ " gdfs['lagos'].boundary.plot(ax=ax2, linewidth=1, color='black')\n",
+ " hotspots_gdf.plot(ax=ax2, color='green', alpha=0.4)\n",
+ " ax2.set_title(f'Biodiversity Hotspots in {state_name}', fontsize=15)\n",
+ " ax2.set_xticks([])\n",
+ " ax2.set_yticks([])\n",
+ "\n",
+ " plt.tight_layout()\n",
+ " plt.show()\n",
+ "\n",
+ "# Re-plot the biodiversity hotspots for Nigeria and Lagos\n",
+ "plot_biodiversity_hotspots(country_gdf, state_gdf, hotspots_in_nigeria, \"Nigeria\", \"Lagos\")\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ab4ba441",
+ "metadata": {},
+ "source": [
+ "The visualizations display the biodiversity hotspots in relation to the administrative boundaries of Nigeria and Lagos, side by side.\n",
+ "\n",
+ "* On the left, we see the entire country of Nigeria, with the biodiversity hotspot \"Guinean Forests of West Africa\" highlighted in green. This visualization provides a macro view, indicating the regions in Nigeria that are part of this biodiversity hotspot.\n",
+ "\n",
+ "* On the right, we focus on Lagos. The same biodiversity hotspot covers part of Lagos, indicating that this area is of significant ecological importance.\n",
+ "\n",
+ "These visualizations can be particularly useful for environmental conservation efforts, land use planning, and ecological research, as they clearly demarcate areas of high biodiversity that may require protective measures.\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "250e98f5",
+ "metadata": {},
+ "source": [
+ "### Forest Cover"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 48,
+ "id": "7a7fbe8a",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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vvtg7/19lZmYyfvx4evfu7d02fPhwYmNjWbFiBW+99Vax8VOnTuXXX3+lQYMGJa68HzlyJIZh8NFHH5XayuVYtksvvZSVK1dy1113kZWVddyY9evXs3jx4nJfd01Vt25d7rnnHgoLC3nnnXfKfFzLli3p06cP6enpPPzww95WLQBff/01H3/8cYnHPfHEE3g8HoYNG8a6deuO25+amsrbb79d7usoybEbsL711lvF/lz98MMPvPDCC5VyDhERERERERGpGLVzEZGTMgyDDz/8kN69e/Pss88yd+5cOnbsyL59+1i5ciU+Pj6888473vYZZeHj48O8efPo27cvTz75JP/5z39ISEggJiaGo0ePsm7dOlJSUnj55Ze58MILgaIi+p133knbtm1p06YNPj4+bN26lfXr1xMQEMCTTz7pnb9JkyYkJCTw66+/0rVrV9q1a4fdbmfQoEEMGjTopPkmTZqEj48PkyZN4vLLL6dx48acc845BAYGcuDAAX7++WccDkexHuzBwcF8+OGHDBw4kNtvv5233nqLs846i61bt7J27VpCQkKYOXNmiX2zGzVqxEUXXcT333/Pli1baN68Oeeff36J2T744AP69evHa6+9xkcffUTHjh2pX78+mZmZbNiwgf379zN27Fj69etX5p9HTffAAw/w6quvlvimwYm8/vrrXHjhhfz3v//lq6++onPnzhw6dIgffviBf/zjH/znP//xfmrhmJEjR/L777/z7LPP0qlTJzp27Ejz5s0xTZPExEQ2bNhASEgIt956a4Wv65577mHatGm89tprLF++nISEBA4ePMiKFSt44IEHmDJlSoXPISIiIiIiIiIVo5XoIlImHTp0YM2aNdx6663k5OQwa9Ystm3bxuDBg1m5ciXDhw8v95wtW7Zk7dq1/Otf/yI+Pp6ffvqJOXPmsH37ds455xz++9//cv3113vHT5gwgdGjR2MYBkuXLmXBggXk5+dzyy23sG7dOm+x/ZjZs2czePBgdu3axfvvv88777zDmjVrypTNMAz+9a9/sWHDBu666y6CgoJYunQps2bNIjExkb59+/LBBx/w+++/FzuuT58+rF69mmuvvZYDBw4wa9YskpOTuf766/n1119P2PLmryvPS1qFfkxMTAyrVq1i6tSptG3blrVr1zJr1iw2bNhAs2bNeOGFF3jwwQfLdJ21RWRkJPfee2+5j2vZsiU///wz1157LWlpacybN4+srCymT5/OiBEjgKKV7n83ceJEvvvuO4YNG0ZycjLz5s1j2bJluN1u7rzzTubPn1/RSwKKVqL/+uuvDBw4kKNHjzJ//nxycnJ48803tRJdREREREREpIYwzL9+flxEROQMMXnyZB599FEmT57Mww8/bHUcEREREREREamhVEQXEZHTVkFBAbt27aJt27bFti9btowrr7yS/Px8du7cSePGjS1KKCIiIiIiIiI1nXqii4jIaSsjI4N27drRqlUrWrZsSUBAADt27GD9+vUATJkyRQV0ERERERERETkhrUQXEZHTVn5+Pk8++SRff/01+/fvJysri4iICLp06cLdd99N//79rY4oIiIiIiIiIjWciugiIiIiIiIiIiIiIqWwWR1ARERERERERERERKSmUhFdRERERERERERERKQUZbqxqMfj4dChQ4SGhmIYRlVnEhERERE5rR3rqBgWFqbX1yIiIiIiNVyZiuiHDh2iYcOGVZ1FREREROSMkpmZSVhYmNUxRERERETkBMpURA8NDQVg//79epEvIiIiIlJBWVlZWqQiIiIiIlJLlKmIfuwjpmFhYSqii4iIiIiIiIiIiMgZQzcWFREREREREREREREphYroIiIiIiIiIiIiIiKlUBFdRERERERERERERKQUZeqJXlZutxun01mZU4pIOfj5+WGz6b0xERERERERERGRylIpRXTTNElOTiYjI6MyphORU2Sz2WjatCl+fn5WRxERERERERERETktVEoR/VgBPSYmhqCgIAzDqIxpRaQcPB4Phw4dIikpiUaNGunPoYiIiIiIiIiISCWocBHd7XZ7C+h169atjEwicoqio6M5dOgQLpcLX19fq+OIiIiIiIiIiIjUehVunnysB3pQUFCFw4hIxRxr4+J2uy1OIiIiIiIiIiIicnqotDsQqnWEiPX051BERERERERERKRyVVoRvaKcbucJvxcRERERERERERERqW6WF9FdHhcuj4s5W+dw9WdXc8n7l3D1Z1czZ+sc777TxbRp04iIiKi0+ZYvX45hGGRkZJTrOMMwmDdvXqXlOMY0TW677Tbq1KmDYRisW7eu0s8hIiIiIiIiIiIiUp0sLaJ7TA9fJX5F/EvxjJg1glmbZ7F091JmbZ7FiFkjiH8pnq8Sv8Jjeir1vIZhnPDrqaeeqtTzHXPNNdewffv2Kpm7Jli8eDHTpk3jiy++ICkpifbt21uSY8+ePSrii4iIiIiIiIiISKXwserELo+LrxK/YtDMQbjNkm+CeDj3MINmDmL+tfO5rPll+NgqJ25SUpL38SeffMKTTz7Jtm3bvNtCQkK8j03TxO124+NT8XMHBgYSGBhY4XmqmtPpxNfXt9zHJSYmUq9ePS644IJTPndlPt8iIiIiIiIiIiIiFWXpSvTRn48utYB+jNt0M2b+mEo9b1xcnPcrPDwcwzC832/dupXQ0FC+/PJLOnXqhL+/PytWrKCwsJB77rmHmJgYAgIC6N69O6tXr/bOeay1ysKFC0lISCAgIIDzzz+fTZs2eceU1M5lwYIFdOnShYCAAKKiohgyZIh334wZM+jcuTOhoaHExcUxcuRIUlJSynWtO3bsoEePHgQEBNC2bVu+/vrrYvuPrdr+5JNP6NmzJwEBAbz11luEhYUxa9asYmPnzZtHcHAw2dnZx53npptu4u6772bfvn0YhkGTJk0Ayvy8/f359ng8TJo0iaZNmxIYGMjZZ59dLE96ejrXXXcd0dHRBAYG0rJlS9577z0AmjZtCsA555yDYRj06tWrXM+ZiIiIiIiIiIiIyDGWFNGdbiezN8/mcO7hMo1PzklmzpY51Xqz0UceeYTJkyezZcsWEhISeOihh5g9ezbTp09nzZo1tGjRgr59+5KWllbsuHHjxvHiiy+yevVqoqOjGThwIE5nybkXLlzIkCFDGDBgAGvXrmXp0qV07drVu9/pdDJhwgTWr1/PvHnz2LNnDzfddFOZr8Hj8TB06FD8/Pz4+eefeeONN3j44YdLvd6xY8eyZcsWhg4dyogRI7xF6WPee+89rrrqKkJDQ487/pVXXuGZZ54hPj6epKQkb6G8rM/b35/vSZMm8f777/PGG2/w+++/c99993H99dfz3XffAfDEE0+wefNmvvzyS7Zs2cLrr79OVFQUAL/88gsA33zzDUlJScyZM6fMz5mIiIiIiIiIiIjIX1nSM8PX7susLbNOPvAvZm2exfB2w6so0fGeeeYZLr30UgByc3N5/fXXmTZtGv379wfg7bff5uuvv+add95h3Lhx3uPGjx/vPW769OnEx8czd+5chg8/PvvEiRMZMWIETz/9tHfb2Wef7X08evRo7+NmzZoxdepUunTpQk5OTrGWM6X55ptv2Lp1K0uWLKF+/foAPPvss95r+Kt7772XoUOHer+/5ZZbuOCCC0hKSqJevXqkpKSwaNEivvnmmxLPFR4eTmhoKHa7nbi4uHI/b399vgsLC3n22Wf55ptv6Natm/f6V6xYwZtvvknPnj3Zt28f55xzDp07dwbwrnwHiI6OBqBu3breLCIiIiIiIiIiIiKnwrJ2Lun56eUbX1C+8RV1rDgLRb2+nU4nF154oXebr68vXbt2ZcuWLcWOO1b0BahTpw6tWrU6bswx69ato0+fPqVm+O233xg4cCCNGjUiNDSUnj17ArBv374yXcOWLVto2LCht4D+93x/9dfrBejatSvt2rVj+vTpAHzwwQc0btyYHj16lOncUL7n7a/n37lzJ3l5eVx66aWEhIR4v95//30SExMBuPPOO/n444/p2LEjDz30EKtWrSpzLhEREREREREREZGysqyIHhkYWb7xAeUbX1HBwcFVfo4T3WQ0NzeXvn37EhYWxocffsjq1auZO3cuAA6Ho9KzlHS9t9xyC9OmTQOKWrncfPPNGIZR6ef++/lzcnKAonY369at835t3rzZ2xe9f//+7N27l/vuu49Dhw7Rp08fHnzwwSrJJiIiIiIiIiIiImcuy3qiX9X2qnIdc1Xbq6q1J/pfNW/eHD8/P1auXOnd5nQ6Wb16NW3bti029qeffvI+Tk9PZ/v27bRp06bEeRMSEli6dGmJ+7Zu3UpqaiqTJ0/moosuonXr1uW+qWibNm3Yv38/SUlJJeY7meuvv569e/cydepUNm/ezKhRo8p1/vI8b3/Vtm1b/P392bdvHy1atCj21bBhQ++46OhoRo0axQcffMC///1v3nrrLQD8/PwAcLtPfNNaERERERERERERkZOxrCf6sDbDiA2OLdPNReNC4hjaZig+NkviEhwczJ133sm4ceOoU6cOjRo14vnnnycvL48xY8YUG/vMM89Qt25dYmNjefzxx4mKimLw4MElzjt+/Hj69OlD8+bNGTFiBC6Xi0WLFvHwww/TqFEj/Pz8ePXVV7njjjvYtGkTEyZMKFfuSy65hLPOOotRo0bxwgsvkJWVxeOPP17m4yMjIxk6dCjjxo3jsssuIz4+vlznL8/z9lehoaE8+OCD3HfffXg8Hrp3705mZiYrV64kLCyMUaNG8eSTT9KpUyfatWtHYWEhX3zxhffNipiYGAIDA1m8eDHx8fEEBAQQHh5eruwiIiIiIiIiIiIiYGE7F4B3r3wXu2E/4Ri7YeedQe9UU6LSTZ48mWHDhnHDDTdw7rnnsnPnTpYsWUJkZORx48aOHUunTp1ITk5mwYIF3pXRf9erVy8+++wz5s+fT8eOHbn44ov55ZdfgKJV1tOmTeOzzz6jbdu2TJ48mSlTppQrs81mY+7cueTn59O1a1duueUWJk6cWK45xowZg8PhKHaT0/Io6/P2dxMmTOCJJ55g0qRJtGnThn79+rFw4UKaNm0KFK02f/TRR0lISKBHjx7Y7XY+/vhjAHx8fJg6dSpvvvkm9evX58orrzyl7CIiIiIiIiIiIiKGaZrmyQZlZWURHh5OZmYmYWFhxfYVFBSwe/dumjZtSkBAQLlO7jE9LN65mDHzx5Cck3zc/riQON4Z9A79WvTDZlha7z+p5cuX07t3b9LT04mIiLA6TqWZMWOGt+94aW8GSM1RkT+PIiIiUn1O9PpaRERERERqFmv6o/zBZti4rPll7L9vP3O2zGHW5lmkF6QTGRDJVW2vYmibod5xUr3y8vJISkpi8uTJ3H777Sqgi4iIiIiIiIiIyBnJ0iI64O1zPqT1EIa3G+7d7nQ7LeuBLvD8888zceJEevTowaOPPmp1HMuYpolhGFbHEBEREREREREREYtY2s5FpCZxm24K3fk4PYU4zUKcHgcmJkH2EEJ8IvCx+Vod8aT051FERKR2UDsXEREREZHaQ0u95Yxmmh4K3HnkubMpcOcBx7+nlOvKJNeVRYhPOCG+kSe9Ga6IiIiIiIiIiIicPlRElzOSw1NIriuTfHcupukuwxEmOa4Mct1ZhPhEEGwPw652QyIiIiIiIiIiIqc9VQHljOP2uDhaeBDT9JT7WNP0kO1MI9uZjr89kEB7CIH2YGxanS4iIiIiIiIiInJaUhFdzige002aI/mUCujFmRS68yh055GBQaA9hGCfMPztgZWSU0RERERERERERGoGFdGlxvD8Udi2GbYqmz+1MBmHp6CSZzbJd2eT787Gx+ZPsE8YQfbQKrsOERERERERERERqT41pojudIKvb+nfy+nJbbpxuAso9OSR587Bx/Alyr9+pRegTdNDmiMZhye/Uuf9O5enkEzHEbJIJcAeTJBPKP62QAzDqNLzioiIiIiIiIiISNWwfKmsy1X0NWcOXH01XHJJ0b/nzPlz3+li2rRpREREVNp8y5cvxzAMMjIyKm3OsjIMg3nz5pXrGNM0cXoKyXVlke44zOGCfSTn7ybNkUSuK5MdW7fTr8cVBAUGcXbHs0udx+lxkOfKIsuZRo4rkwJ3Lg53AS6PE8/fbhLqMd3kurI4UniIQnfeqVzqKTHxkO/OJrXwEMkFe8lwHKHAnYdpmtWWQURERERERERERCrO0pXoHg989RWMHg2HDxffN2sWxMbCu+9Cv35gq8Ry/8lWBY8fP56nnnqq8k74h2uuuYYBAwZU+rxWSEpKIjIy8oRjPKYbh6eQQJ9gpn/6Dpdc0euEvchfnDiVoKAgvlu3hODgIA4X7MPX5g8mFJWlPTg8hZh/K5T/nc3wwcfmi9vjwm06y31tL06cypIFX/PVTwvKfWxJPKaLXFcmua5MbIadAHswgfYQrVAXERERERERERGpBSwrortcRQX0QYPAXUpN9PDhov3z58Nll4FPJaVNSkryPv7kk0948skn2bZtm3dbSEiI97Fpmrjdbnwq4eSBgYEEBp4eN56Mi4s7bpvT48DhKfB+uTxO/qiA4/QUnvRmnnt37ePifr2Ib9QAAJfHgcvjKFcuh8OBnx843DXzIwwe002eK4s8VxaGYSfQHkygPfiPgrrlHwwREZFabmnyxwT7hNMhLIEg26n8f6Edwye+0nOJiIiIiIjUZpZW7UaPLr2AfozbDWPGVO554+LivF/h4eEYhuH9fuvWrYSGhvLll1/SqVMn/P39WbFiBYWFhdxzzz3ExMQQEBBA9+7dWb16tXfOY61VFi5cSEJCAgEBAZx//vls2rTJO6akdi4LFiygS5cuBAQEEBUVxZAhQ7z7ZsyYQefOnQkNDSUuLo6RI0eSkpJSrms1DIM333yTK664gqCgINq0acOPP/7Izp076dWrF8HBwVxwwQUkJiYWO+7111+nefPm+Pn50apVK2bMmHHcvLPmfEaOM5Ok7L3cfMeNxNePp25INB1anMO/n5sKmJzfphcAt4z4B/HBLb3f/118cEs2rN3Evyf9h/jglrw4cSoAWzZtY3j/G2hetz3tG3bhoX/+H7k5ud7j7rvtIcZccydTn3+NTs0vpGfHvgAcOpDEHTfcQ9v659IuvjOjh9/B/r0HvMet+v5nLu8xjJbRCbStfy6D+1zDgX0H+XTGbF5+9lU2b9xKfHBL4oNb8umM2eV6zsvK/KOgnlqYRFLBHtIKD5Pvyj3pmw0iIiJ/5zHdbMn8hf35O1hw6G1m7nkc8+ilp/B1MWbBEqsvR0REREREpEaxpIjudMLs2ce3cClNcnJRj3Rn+TtznLJHHnmEyZMns2XLFhISEnjooYeYPXs206dPZ82aNbRo0YK+ffuSlpZW7Lhx48bx4osvsnr1aqKjoxk4cCDOUoIvXLiQIUOGMGDAANauXcvSpUvp2rWrd7/T6WTChAmsX7+eefPmsWfPHm666aZyX8uECRO48cYbWbduHa1bt2bkyJHcfvvtPProo/z666+Ypsk///lP7/i5c+cyduxYHnjgATZt2sTtt9/OzTffzLJlywDIdhZdc6bzKJnOI7z26ut8tfAbXp/xCt+t+4pX332R+MZFq8kXfl9UgH7pjcmsSVzl/f7v1iSuolWbltx+zxjWJK7ijrFjyMvN4/orRxMeGcbC7+fw5oyprFi2kv+7/+lix65Y/iOJ23fz0YJpTJv1Fk6nk+uuvJngkGBmfzWTed98TFBwENcPHoPD4cDlcnHLiDs5v3sXvv55AZ9/+ynX3XwNhmEw8KrLuf2eMbRq05I1iatYk7iKgVddXu7nvLxMs6iHeprjz4J6wQl6uHtMD4XufPJdueS7c9VrXUTkDLc9ey0z901hR/ZaAHYXZOGyNTmluczMJzDdyZWYTkREREREpHazpJ2Lr29Rz/PymDULhg+vmjwleeaZZ7j00ksByM3N5fXXX2fatGn0798fgLfffpuvv/6ad955h3HjxnmPGz9+vPe46dOnEx8fz9y5cxleQviJEycyYsQInn76z6Lw2Wf/eUPN0aNHex83a9aMqVOn0qVLF3Jycoq1nDmZm2++2Xv+hx9+mG7duvHEE0/Qt2/Rqu2xY8dy8803e8dPmTKFm266iX/84x8A3H///fz0009MmTKFjhe2Jc+VXWz+gwcO0bR5E7pe0BnDMLztWADqRtcFICwijJi46FIzxsRFY/exExQS5B334XufUFBYyCtvv0BQcBAAE14cz81X385jEx4iOjYKgKCgQF54bSJ+fn4AzJ75OR6PyZTXnvX2HH/pzcm0rd+JH7//mYRzO5CVmc0l/XvTpFljAFq2buHNEhQShN3HfsK8VelYQT3fnY2fLZAw3zr424vaABW6C8hzZ5Hvzim2Yt3H5keoTySGaeltDkRExAJ7c7ewJGkGbrN4+5ZkT2Pi2VP+Cc0MzMyHIXKa7t0hIiIiIiKChe1c0tOrdnxFde7c2fs4MTERp9PJhRde6N3m6+tL165d2bJlS7HjunXr5n1cp04dWrVqddyYY9atW0efPn1KzfDbb78xcOBAGjVqRGhoKD179gRg37595bqWhIQE7+PY2FgAOnToUGxbQUEBWVlZAGzZsqXYtQJccMEF/L5503EFdIDh1w3j941b6NHxMp548Bm+++aHcuUrzc6tibTt0NpbQAfo0q0THo+HxB27vNtatzvLW0AH2LxxC3sS99IqtiNnxZzNWTFn0z6+C4UFhezdvY/IOhEMv34o1185mpuuuo3//Xcah5PK1yanujg8+RwtPMiRgoMk5+/laOEB8lxZx7V8cXkcpDsOk+pIxukptCitiIhUt0P5u5m2ewIphfuP27c+vwIFcMePkPduBZKJiIiIiIicPiwrokdGVu34igoODq7yc5zoJqO5ubn07duXsLAwPvzwQ1avXs3cuXOBoptnloevr6/38bEVZSVt83hK7sXtNl3kuDIwKXl/h3Pa8ePv3zLuiXspyC/kzhvHctt1/yxxbFX4a5EdIC83jw7ntGPJj/OLfX2//msGDx8EwEtvPsfn335K5/POZcHsRfToeBm//bK22jKXl8OTj9s8eT8jt8dBriuLD/c8x9asX6shmYiIWCXXlcUXB9/G4Skocf+v2WmYRugpz29mv4Tp3HzKx4uIiIiIiJwuLOuJftVV5Tvmqquqtyf6Xx27webKlSu925xOJ6tXr6Zt27bFxv7000/ex+np6Wzfvp02bdqUOG9CQgJLly4tcd/WrVtJTU1l8uTJXHTRRbRu3brcNxU9VW3atPFeq8vj4EjBQX7+8ZdiLU/+LjQslEFXXc4L/53Ia9NfYdG8JaSnZQBFBXv3ye4gW4IWrZuzeeNW8nL/7A2++sffsNlsNG/ZrNTj2ndsx+7EvURF16Fp88bFvsLCQ4uN++e4O/j8209p1bYl8z5dAICfny9ud+2+uWdK4QFm7HmWN3Y+QmL2BqvjiIhIFdiW9RuHC0r/dJoLD1lG6wqcwYmZcT+mmV+BOURERERERGo/S4rovr4wbBj80VnkpOLiYOjQouOsEBwczJ133sm4ceNYvHgxmzdv5tZbbyUvL48xY8YUG/vMM8+wdOlSNm3axE033URUVBSDBw8ucd7x48czc+ZMxo8fz5YtW9i4cSPPPfccAI0aNcLPz49XX32VXbt2MX/+fCZMmFDVlwoU3Rx12rRpvPrfqfz8+wpef+VNvvz8K24fe0uJ49+a+i7zPl3Azm2J7Nqxmy/mfklMbDThEWEAxDduwMrlP5KSfISM9Mwy5xh6zSAC/P2597aH2Pr7dlZ+9xNPPvgMw6690tsPvbTj6tSNZPQ1d/LzytXs27OfVd//zBMPPsOhg0ns27OfSU9O4bef13Jg30G+++YHdifupWWr5kV5GzVg/94D/L5+M2lH0ygsrL3tUfbnbee93U/z09EvrY4iIiKV6GBeIkE+ofjY/E44bocjvGIncu/CzJpUsTlERERERERqOcvauQC8+y7Y7SceY7fDO+9UT54TmTx5MsOGDeOGG27g3HPPZefOnSxZsoTIv/WZmTx5MmPHjqVTp04kJyezYMGCYv26/6pXr1589tlnzJ8/n44dO3LxxRfzyy+/ABAdHc20adP47LPPaNu2LZMnT2bKlClVfp0AgwcPZsrLz/Piiy/Su1M/Pnj3Y158YzIX9DivxPHBocG8/vLbDLhoKJf3GMqBvQd5f87b2GxFv15PTnqE779dSddWPeh3wZVlzhEYFMgHn79LRloml/cYyu3X382FvS7gXy+NP+lxs5d8RIP4+tw68i56n9uPcf94lMICB6GhIQQGBrJz+y5uG/lPepx9KQ/f/QSjbruO68dcC8CAwX3pdelFDB9wAwmNz+PzT78oc+aayMRkwaG3WXW0dl+HiIgUN3PvC+S4Mk44ZlV2JlDBm4Pmf4xZ8E3F5hAREREREanFDNM0zZMNysrKIjw8nMzMTMLCwortKygoYPfu3TRt2pSAgIByndzjgcWLYcwYSE4+fn9cXFEBvV8/sFla7j+55cuX07t3b9LT04mIiLA6ToXkurLIcBwBTvqrITWMq9DNoX2HWc4McozU4/b3rzeK7tFlfyNDRESqX4bjKBF+f37iKs+VTYA9CJtRtPJgb+5Wvkyaxv687WWa74k4B36eso0tlRGJEbUAwx5TsXnE60Svr0VEREREpGbxsfLkNhtcdhns3w9z5sCsWZCeXnQT0auuKmrhcmycVI8sZxrZzjSrY0gV+TJpOh7TTY+YoVZHERGRv8h35/J75k8cyk/EbboYEv8P1qQtI8IvmhVHPmdYw7tZm76MtuHns+LI52UuoAMc9NSnKRUsopvpmJmPQuT/vDckFxEREREROVNYWkQH8PkjwZAhMHz4n9udzj/3SdUzTZMM5xHyXFlWR5EqtiT5A9ymh96x5by7r4iIVBrTNNmQsYLkgr2E+kaSnL+H39KX4mP44TIdpDtS2Je7jRCfcALswczaP5Xt2Ws4XLCPzVk/l+tca3JNmgZXQmjHD5A3DYJvroTJREREREREao8aU6b++01DrbqJ6Knq1asXZeiMUyN5TA/pjsMUuHOtjiLV5JvDH+HBTZ/Ya6yOIiJyRjhaeIgNGSvoFTOMPHc2M/dOwcfwY2fOumLjXKYDgMScDQCkO1PACUkFuwFYk76s3Oden5vK0JA6GGbFP2lmZr8Ifudj+Lap8FwiIiIiIiK1RY0pokvV85huHJ4CoKjbufHHv7Od6Tj/2C5njm8Pf4LHdHNp3Eiro4iInNZ2Zq8n3ZHCt4c/YW36ctymk0zn8fetqComkG60oo75YyXM5sDMfADqzsEwyncvHBERERERkdpKRfQziMvjJLUwyeoYUoMsT5mFx/TQt971VkcRETlt1Qtsyvt7JmJikuYo4U7q1WBrYRAXVNan/Fw7MbOfwwgbX0kTioiIiIiI1Gy6ZecZpHY2m5Gq9v2ROXx5aLrVMURETkuphUlszvwZj+mxNMeqrHTMylw7kfchZkH5W8uIiIiIiIjURlqJLiKsOPo5HtxcXn+01VFERE4baYXJfLrv3xzI32F1FDLdDgptZxHg2Vxpc5pZj4LvFxj2qEqbU0REREREpCbSSvQzitaiS+lWHf2CBQfftjqGiMhpIbUwmVRHMnGBTayO4vVrQT3AXnkTetIwMx+pvPlERERERERqqJqzEt3pBF/f0r8XkSr3U+qXeEwPgxrchmEYVscREal1HJ4CduVs4tvDn3Iwf6fVcYpZknEYM6IX3f1+wMBROZM6vsfMfR8j+MbKmU9ERERERKQGsr6I7nIV/XvOHJg1C9LTITISrroKhg0r2udjfczKMG3aNO69914yMjIqZb7ly5fTu3dv0tPTiYiIKMMRp0dR9NMZs3nq4YlsPrTG6iinpV/SluDBzeAGd6qQLmIhj+nG4Smg0FOAy+PExINpmoBJ0f96ME0PHkxcHgcu04nLdODyOIseexw4//i3y3Tg9Pxtv+nwjnF7nDhNBx7Tjdt04TE9ePDg+eOx+bdPMkX4RdM8pAPNQ86mQWAzbEYlrm6u5Q7l72bhoXcIsIdYHaVEX2UcJjfsQvoG/oxh5lXKnGb2C+DXDcO3ZaXMJyIiIiIiUtNYW532eOCrr2D0aDh8uPi+WbMgNhbefRf69QNb5XWeOVlhcPz48Tz11FOVdr5jrrnmGgYMGFDp85ZdzWrn8uLEqSxZ8DVf/bSgXMcNvOpyLu7bq2pCVYLz2/TilrtGccs/b7Y6yin7Ne0bPKabIfF3YTPU9UmkquzO+Z3f0r/laOFBCt35ODwFODyFODz5uEyn1fFKleZIZlfORr7mIwLswTQNbkeLkLNpHtKB6IB4q+NZJjl/D3P2/4c0x2Hg8EnHW2Vl1hFy3V0YGrIOw8yshBkLMTPvh7qzMQy/SphPRERERESkZrGuiO5yFRXQBw0Ct7vkMYcPF+2fPx8uu6zSVqQnJSV5H3/yySc8+eSTbNu2zbstJOTP1WOmaeJ2u/GphHMHBgYSGBhY4XnOdIGBAQQGBlgd47S3Jn0ZPjY/rmxwu9VRqtW2rN/4Ne0bbIaNuv71qRfQhGYh7QmwB2PDrtX5UmFZzjTWpi/nt7SlpDqSTn5ADVfgzmVL1i9syfoFgLiAxlwWdwOtws61OFn125i5qtb8TNflppLn6cB14duweY5UfELXNszsKRhhj1V8LhERERERkRrG2iWmo0eXXkA/xu2GMWMq9bRxcXHer/DwcAzD8H6/detWQkND+fLLL+nUqRP+/v6sWLGCwsJC7rnnHmJiYggICKB79+6sXr3aO+fy5csxDIOFCxeSkJBAQEAA559/Pps2bfKOmTZt2nFtVxYsWECXLl0ICAggKiqKIUOGePfNmDGDzp07ExoaSlxcHCNHjiQlJaVc12oYBm+++SZXXHEFkaF16XVuX377eS27E/dyVb/raBmdwJUXD2fPrr3Fjnv/7Q+5sP3FNI1oS4+OlzHro3neffv3HiA+uCW/r9/s3ZaZkUV8cEtWff8zAKu+/5n44JasWLaKAd2H0CKqA1dePJzE7buAopYsLz/7Kps3biU+uCXxwS35dMZsAN6a+i59ulxOy+gEupx1EY/dO57cnFzvuT6dMZu29f8szrw4cSqXnT+QWR/N4/w2vWhT7xz+MepecrJzSn1eDuw7yE1X3Ua7Bp1oGZ3AxZ37s3TxckzT5MIOfXjj3/8rNv739ZuJD27J7sS9mKbJixOn0rVVD5pFtqVT8wt54sFnALiq33Uc2HeQpx5+1ntdx/yy6leGXnotzeu2p8tZF/HEg8+Ql/vnR+nPb9OLV577L2NvGcdZMWdzXuuefLVwKalHUhk9/A7OijmbS7pewfo1G0/8Q69Ev6QuYVfOppMPPA2kFBzg7cT/4/09E9mc9TObMn/ku5TZfLzvRZ7dfDNPbhzOhN+v5+3E/+PTfS8za/+rfJcyhx3Za8l1ZeH0FOLwFFh9GVJDeUw3WzJ/YcaeSbyw5Xa+Sv6g1hRbyyu5YC/v7/kX7+56ioN5iVbHqXJ7c7eyLv07vjw0jfXp31sdp1y252fwv/QWuG2V9OmBvOmYhSsqZy4REREREZEaxJoiutMJs2cf38KlNMnJRT3TndX30fZHHnmEyZMns2XLFhISEnjooYeYPXs206dPZ82aNbRo0YK+ffuSlpZW7Lhx48bx4osvsnr1aqKjoxk4cCDOUnIvXLiQIUOGMGDAANauXcvSpUvp2rWrd7/T6WTChAmsX7+eefPmsWfPHm666aZyX8uECRO48cYbWbduHS3OasE/b76fR+5+gn8+cAeLfpiDaZr83/3PeMd/Of8rxo+byG33jGHp6oVcP3oED9zxCCu/+6nc537u6Zd4YtIjLPphDj4+dh6481GgqCXL7feMoVWblqxJXMWaxFUMvOpyAGw2g2emPMG3vy7i3289z8rvfmLi/z1/wvPs3b2fJV98zbRZbzFt1lv89MMv/PfFt0od//h9T+EodDBryUd888sXPDZhHMEhQRiGwYgbr+LTD2YXG//JjNmc170LTZs3ZuG8xfzvP+8xeeoEftjwDf/75DVat2sFwNsf/Zd6DeJ48Imx3usC2LNrL9cPHsOAKy/j65+/4PX3X2H1qt/4v/ufLnaet/8zjS7dzmXxqs/p068XY295kLG3PsTQEVeyeOU8GjdrxL23jvujL3L1+Pzgm7g8NbetREXlu3P54uA7/HfHA+zJ3XzCsYWefPbkbmZ9xg+sTV/GV8kfMG33BJ7dfBNPbxrJC1tuZ9XRhbjNk7w5KGeM1MIkliR9wPNbbuODvZPZmrUaD2fG70dizgZe3/kQn+x7mb25W0+7v0fSHUVvagfZQ5l34HV+z/qZdGf53uiuCfYXZvPf1Ho4bc0rYTYTM/MRTE/ayYeKiIiIiIjUIta0c/H1Lep5Xh6zZsHw4VWTpwTPPPMMl156KQC5ubm8/vrrTJs2jf79+wPw9ttv8/XXX/POO+8wbtw473Hjx4/3Hjd9+nTi4+OZO3cuw0vIPnHiREaMGMHTT/9ZSD377LO9j0ePHu193KxZM6ZOnUqXLl3Iyckp1nLmZG6++Wbv+e964A4G9hrK2If/Qa9LLwJgzD9Gcf8dj3jHv/nKO1x9/VBG3XYdALe1bMqa1et485X/cWHP88t8XoCHx99Pt4vOA+Af99/OqGG3UlBQSGBgAEEhQdh97MTERRc75q+9xBs2jmfck/fy6NjxPPvv4gXnv/J4PLz85nOEhBY9L0OvvZIVy1fxMPeXOP7g/iQGDO5Lm/ZFxe/GTRt59119/VCmTHiFtb+u55zOZ+N0Opn32QKemFj0HB3an0R0bDQXXXwBvr6+NGhYn3M6F/3cIutEYLfbCQkJLnZd/5nyJkOuGei9tmYtmvDMlCe4qu91PPvKMwQE+ANw8WU9uX7MtQDc+8g/ef/tjzi7UweuGNr/j+fwVq7sPZwjh48e97xVlaOFB/n+yFwujq2+P3/VZV36d3yZNJ0cV0aF5zIxyXNns/DQO/ySupgLowbRIeJCAuxBFQ8qNZbH9JDryiTblU6WM41sZzrZrqKvlIL97M3dctxNOc8kJiYbMn5gQ8YP+Bi+1A9sRqOg1jQKbkWjoFaE+kZaHbHMitrWrCbUJ4J0xxFWHf2CblGXszd3C07TQbqj5vZAP5kjznxeORLObdGdCfP8WrHJPCmYmY9jRL5eOeFERERERERqAOt6oqenV+34CurcubP3cWJiIk6nkwsvvNC7zdfXl65du7Jly5Zix3Xr1s37uE6dOrRq1eq4McesW7eOW2+9tdQMv/32G0899RTr168nPT0dj8cDwL59+2jbtm2ZryUhIcH7OCqmDgCt/ygeF22LorCgkOysbELDQtmxLZHrbr6m2Bydzz+Xd1+bXuZzHtPmL+eJ/aPom3oklQYN65d6zA/fruQ/U95k5/Zd5GTn4HK5KCwoJD8vn8CgknvKN2zcwFtALzpXDKlHUks9x+h/3MhjY8fz/dIVdO99AQOu7EvbDq0BiKsXS59+vfjk/Vmc0/lsvl70LY5Ch7eQfcXQ/vzvv9O4oN3F9Lq0Bxf37cmlAy4+Yd/8LRu3smXTVuZ+8udNVE3TxOPxsH/Pflq2bnHc8xUdG1W0rd1ftsUUbTt6JLXaiugA36XMISGiO1H+pf/capN8Vw5zD77G75nl/3RFWRwpPMi8g6/zVfIHjGn2NHGBTarkPFK1spxprDyygEP5ibhMJy7Tidt04fAU4vzjy+EpxMRjddRawWU62Ze3jX152+Bo0bZIv1jiA5tTP7DZH1/NCfIJtTZoKXbnbuab5JlkOP/sH77o0Ls4TYeFqSpPptvBC8lwdd0+dLCvwKDw1CcrXIqZ9zFG0IjKCygiIiIiImIh63qiR5Zz9Vl5x1dQcHBwlZ/jRDcZzc3NpW/fvoSFhfHhhx+yevVq5s6dC4DDUb7/YPf19T1+218KvsdulOjxlG21pM1W9Gvz15YirlJa1vj85dx/nqf0gtP+vQe46arbaNO+FW999CpfrpjLxJfGA+BwlN4K4O8FbMM48fWMvGk4q37/lmHXXsnW37dx+UVDeff19737r73paubPWkh+fgGfzpjNwGGXewv49ePr8d26r3j2308REOjP4/c+xbDLRpbatgeKfp7XjRnBkh/ne7+++mkBP2z4hsbN/lwF7+t7/M/Fp4Rt5gmew6rgMh3MP1h6e5za5EjBQd5KfLzKCuh/lefO5r3dz3C08FCVn0sqT7ojhc8PvMmLW+9kxdHP2ZW7iX152ziUv4vDBftIdxwmx5VBoSdfBfQKSnccZmPmKpYkf8B7u59h4uZRTN1+H1syf7E6WjFu0833KXOKFdCB06aA/lefpR7m45yuuGyNKzSPmT0J07WrklKJiIiIiIhYy7qe6FddVb5jrrqqWnui/1Xz5s3x8/Nj5cqV3m1Op5PVq1cftyL8p5/+LMylp6ezfft22rRpU+K8CQkJLF26tMR9W7duJTU1lcmTJ3PRRRfRunXrct9U9O88pgfK0FagZavmrP5pTbFtv/60xrtauk5U0Wr2w8l/FhN+31DyavsT8fPzxe0uXoDasHYTHo/Jk5MfpVPXc2jWsimHk6umx2z9+HrccMtI/jfzNW67ZzQfvfepd9/FfXsRGBTEjLc/YvnXPzDixuK/r4GBAVw6oA8TpjzJZ4s/4Lef17J103YAfEu4rvZnt2PHlkSaNm983Jefn1+VXF9lS8zZwLr076yOccoyHEeYe+B1pm6/l5TC/dV23hxXBu/ueorNmb/gNl3Vdl4pv5SCA3y27xVe2noXv6QtwWWeXj28a4vDBXv5YO9k3tk1nkxn6Z8oqk5J+bvIdWVZHaPabM5L5/nDdThq63bywaUx8zEzHsTUnyMRERERETkNWNcTfdgwiI0t281F4+Jg6FA4QbuMqhQcHMydd97JuHHjqFOnDo0aNeL5558nLy+PMWPGFBv7zDPPULduXWJjY3n88ceJiopi8ODBJc47fvx4+vTpQ/PmzRkxYgQul4tFixbx8MMP06hRI/z8/Hj11Ve544472LRpExMmTKjQdZhm2VZM3nHvLdx5w1jan92G7r0v5JtF3/Ll518x84uidi6BgQGc27Ujr730Jo2axHP0SCrPP/NyufPEN2rA/r0H+H39Zuo1iCM4NJimzRrjdDp59/X3uXTAxaz+cQ0z/jez3HOfzPhx/6L3ZT1p1rIJmelZrPr+J1q2/vOmana7neHXD2Xy+Ck0bdGYTued49336YzZuD0ezul8NoFBAcz5+HMCAgOIb1TU6qRhowb8vHI1g66+HH8/P+pE1eEf99/GoN5X8/j9TzNy1NUEBgexY+tOvv92pXelfW2wKGkarUI7EehT9p78VnN6CvkuZQ4/HPkcl0WrRjOdR/lw72SC7GG0CEng3DoX0zK0oyVZ5HgH8xL57shsNmf+opXlNciunI38Z/v9DI2/izbhXU9+QBXZkLGCLVmrSXUkWZbBCvmmk1eSnVxe5xLO8/0Jw8wp/ySuTZg5r2CEPlj5AUVERERERKqRde1cAN59F+z2E4+x2+Gdd6onzwlMnjyZYcOGccMNN3Duueeyc+dOlixZQuTf2sxMnjyZsWPH0qlTJ5KTk1mwYEGpK4179erFZ599xvz58+nYsSMXX3wxv/xS9BH26Ohopk2bxmeffUbbtm2ZPHkyU6ZMqdA1lPXmdv0GXsrTLzzOm6+8Q5/OA/jg3Y958Y3JXNDjPO+YF1+fhMvlpn/3ITz10EQeevK+cucZMLgvvS69iOEDbiCh8Xl8/ukXtE1ow/jJj/H6S2/Tp8vlzP1kPo88Xfn/8e32eHj8/qfofW4/rh88mmYtmvLsy08VGzNi1FU4HE6GXz+s2PawiDA+eu8ThlxyDZeeN5Aflq1i2mdvElm36HfhgSfGsn/vQbq370NC46LnrG2H1sxa8iG7d+xm6GUj6XfBlUyZ8Apx9WIq/dqqUq4rk8XJM6yOUWaJORuZuv0+lqV8ZlkB/a/y3FlsyFzB+7snVks7GSmd23SzMWMlb+58lNd2juP3zJ9UQK+B8tzZfLB3MgsOvo3LY82K5nDfKOyGdbeQsdrCtGTey0zAYWt5ahPk/g/TUbPa84iIiIiIiJSXYf61sXUpsrKyCA8PJzMzk7CwsGL7CgoK2L17N02bNiUgIKB8Z/d4YPFiGDMGkpOP3x8XV1RA79cPbNbW+09m+fLl9O7dm/T0dCIiIqyOUyKnx0FKwT6rY9QaP69czYjLR/HLtu+9N/ms6VyFbg7tO8xyZpBjVE0bBAODW5v/i8bBJbcpqgmynGl8lfwha9OXWR2lVIH2EG5pNoG4wIr1HZbyO1ywjxm7nyXdWTWtoqRqxAU05trG4yy5wfF/tj9AUsHuaj9vTeJr2BkTE04D8wfK0hquGFs9jKgFGLawk489g5zo9bWIiIiIiNQs1lambTa47DLYvx8++QSuvhouuaTo3598UrT9sstqfAG9tvCYbqsj1AqFhYUcOpjESxNf5fIh/WpNAb26mJh8fvDNGtnf2226WXFkPi9v+2eNLqAD5LtzeGPnw/ya9o3VUc4o+/N28Hbi/6mAXgslF+zlf4lPkuYoQxu4SpLlTCPtjxvJnumcpps3DqextPBiTKOcN3v3JGFmPVE1wURERERERKqB9Z9PPtbnfMgQGD78z+1Op2U90E9XTk+h1RFqhc8//YIH//EY7RLa8O//PW91nBrpcME+vj38KZfGjbQ6itfe3K3MP/gmyQV7rY5SZk7TwfyDb+FnCyAhorvVcU57u3N+5/09E3F4CqyOIqco25XGe7ue5soGt9Mi9OwqPdf3KXP55vBMov0bkO1Kr9Jz1SbLMw+zNe8srq/rIdzzG5S1DVLBl5j5vTACh1RpPhERERERkapgbTsXqVZphYfJd2dbHUOqUHW0c/mrqxuOpWNkz0qbz+VxMnv/q7hMJ6G+dWge0oFWoZ3wsfmWekyuK5PFSe+zNn15mfv+10Tdo66kf/1RVsc4be3K2cj7u5/FaerNxNNFtH8DutS5jPYRFxDuW9e7PaXgAKuOLqBr3X7EBjTiaOFB6vrVO+HfI3+X7kjhpa134UGf4DqRZgHhXB4B0Z7VGJThvhNGMEbd+Rg+Das8W22gdi4iIiIiIrWHlnqfQVQ8kso258B/CfeNomlIuwrP5TE9zNr/ChszV3m3/Zz6JUH2UFqHdaaOXxwRftGE+0YR5luHg3k72Zi5ih3Z62rETUMrasXRzzEMg8virsNmnOSGy1IuidkbmLHnWZynwe+J/OlI4UEWJb3HoqT3iPKrT73AJtQLbEaeK4tf05ayOu1rInyjyHAepWXoOVzf+BFy3VnFCu6l8bcFYjfsaoN2ErsKMnk1GWJ8OzI4MpB44zcMM6f0A8xczMxxUOdDDP09JyIiIiIitYiK6GcIt+nG5VEBSSqX23Tx4d7nuL35JKIDGlRorkWH3i1WQD8mz53Nmhre37yy/HBkHgfydjCi0QOE+EZYHee0cLTwEDP2TFIB/TR31HGIo45Dx/0dkuE8ChT1Np9/8C3Wpi+jS93LaBzUBj+bPzEBjQjzjSTPlU2435/3v1iTvqwWf66l+qU483grJY9QeyvuiDYI8/xa+mDnGsh9C0LurL6AIiIiIiIiFaQi+hlCPYClquS7c3h/z0TuaDGJYJ/wU5rj+5Q5/Ji6qJKT1U67c3/n3d1Pc0eLSWQ509iS9Qs7s9eT586maXA7esQMIcQnwuqYtYLbdPPZvlf0KRzhcMFeDv9xv4SfUxezK2cjRwuTCPIJxW7YyXflEB90Fi7TQafIPuzO/f20+IRLdct2F3LQFUPYSe4HbxYsxFARXUREREREahEV0c8QuqmoVKU0RzIf7JnM6GZP42vzK9exa9OXsST5gypKVjsdLtjL81tuI99dvC3CofxdrE77mrNCz2VQg1tP+U2LM0GBO5cvk6ZzIH+H1VGkBjpSeBAouqfCMbtzNwFFN05WG5dTl+Ux4CRFdFw7MT05GLaQaskkIiIiIiJSUSf7zxw5TWglulS1fXnbmL1/KmW4V7HX5sxfmLP/tSpMVXv9vYB+jMNTwKbMVby+8xG2ZP5SzalqPrfpYuWRBby49R/8mvaN1XGkFnJ4CnCZTqtj1FoZrrL8f4AHnBuqPIuIiIiIiEhlqTEr0d1ON3Zfe6nfy6kzTVNFdKkWGzNXEZkcR99615c6xuEpZGf2erZmrWZ9xvd40IrPU5HuOMwHeyeTEN6d4Y3uwzAMqyPVCMsOz2JZyqdWxxA5Y6W5yvgGhHM9+F9QtWFEREREREQqieVFdI/LA8DWOVvZPGsz+en5BEYG0vaqtrQZ1gYAm8/psWB+2rRp3HvvvWRkZFTKfMuXL6d3796kp6cTERFR6jiX6cA0PeWa+77bHiIrM5t3Pnm9zMekJB9h7C0P8uvPa/H19WHzoTXlOqecHr4/Mocd2Wvxtwfia/jhZw/A1/DHbviQ5Uxld+5m9RquRBsyVxCT0pDesVdbHcVyRwsP8cORuVbHEDmjpTrL1j7OdK5Hb/2JiIiIiEhtYWkR3fSYJH6VyOejPyf3cG6xfZtnbSY4Npgr372SFv1aYNgq7z+1TrZic/z48Tz11FOVdr5jrrnmGgYMGFDp856IaZpkOI6W+7inX3iiXG05AN7+z3ukJB9hyY/zCQsLLfc5K8unM2bz1MMTVcS3UFLBbqsjnFGWHv6Es0LPpUFQc6ujWGr+wbfUhkPEYked+YABnOQ1hHN9dcQRERERERGpFJYV0T0uD4lfJTJz0ExMd8n/oZV7OJeZg2Zy7fxraX5Z80pbkZ6UlOR9/Mknn/Dkk0+ybds277aQkD9vdGWaJm63Gx+fij9VgYGBBAYGVnie8sh35+Dw5Hu/dzqd+Pr6nvS4sPDyF8H37t5Hh3Pa06xFk3Ife4zD4cDPr3w3phQ505l4+DX9mzO6iL42fTmJOeqxLGI1NyamEY5hZpx4oCcV07Ufw6dhteQSERERERGpCEv7pHw++vNSC+jHmG6T+WPmV+p54+LivF/h4eEYhuH9fuvWrYSGhvLll1/SqVMn/P39WbFiBYWFhdxzzz3ExMQQEBBA9+7dWb16tXfO5cuXYxgGCxcuJCEhgYCAAM4//3w2bdrkHTNt2rTj2q4sWLCALl26EBAQQFRUFEOGDPHumzFjBp07dyY0NJS4uDhGjhxJSkpKma/TbboJ9g3j/bc/5Oarb6dldAJTn38dt9vNA3c+Sre2vWletz09Ol7G//47rdix9932EGOuudP7/VX9ruOJB5/hX48/R7v4zpzTtBsvTpzq3X9+m14smreEWR/NJT64Jffd9hAAB/cfYvTwOzgr5mxax3Xkjhvu4cjhP1fGvzhxKpedP5CPpn1alKdOewAyM7J48B+PkdC4K63jOjK8/w1s3rDFe9zmDVu4uv/1tIrtSOu4jvS/cDDr12xk1fc/c/8dj5CVmU18cEvig1sWyylyutqQ/gP783ZYHcMSe3O38PmBN62OISJ/cBvhZRuo1egiIiIiIlJLWFJEdzvdbJ69+bgWLqXJSc5hy5wtuJ3VdwPCRx55hMmTJ7NlyxYSEhJ46KGHmD17NtOnT2fNmjW0aNGCvn37kpaWVuy4cePG8eKLL7J69Wqio6MZOHAgTmfJ7QUWLlzIkCFDGDBgAGvXrmXp0qV07drVu9/pdDJhwgTWr1/PvHnz2LNnDzfddFOZryHXlQnASxNfpd/AS/nmly8YceNVeDwe6jWI440PprLsty+595G7eO6pl1gwe9EJ55v14VyCgoNYsHwWj//rIf496T98v3RF0bV8P5tel/Zg4LABrElcxdMvPIHH42H08DvISM9k1pIP+WjBNPbt3s+do8YWm3fPrn0smreEtz/6D0t+LHrD5I7r7yb1SCoz5r7DohXz6NCxHddcMYr0tAwA7h79APXqx7Hw+9ksWjGPux64HV8fHzqffw5PPf84oWEhrElcxZrEVdwxdkyZnzOR2qrAk8cbOx/mzZ2Psi79O5yesvUlru0O5e/i/d0TcZpnxvWK1AZOI+TkgwDTua5qg4iIiIiIiFQSS9q52H3tbJm15eQD/2LzrM20G96uihId75lnnuHSSy8FIDc3l9dff51p06bRv39/AN5++22+/vpr3nnnHcaNG+c9bvz48d7jpk+fTnx8PHPnzmX48OHHnWPixImMGDGCp59+2rvt7LPP9j4ePXq093GzZs2YOnUqXbp0IScnp1jLmZKYpkmeKxuAwcMHcs2NVxXb/+D//VnIbtSkIb/9so4FcxYxcFjpPdvbtG/N/Y/dXZSnRRPee/MDViz/kR59ulM3ui7+/n4EBPgTExcNwPdLV7D19+38uHkZ9ePrAfDvt5/n4s4DWPfbBjp2SgDA6XDyytvPUze6LgC/rPqVdb9tYN2en/D39wfgiUmPsPiLr1k4bzHXjx7BwQOHuOPeW2jRqrk3zzFhYaEYhuHNIXIm2Ze3jX1525h74DUaBbWieWgCbcK6EBvQ2OpolS6tMJnpu/9FgSfP6igi8hcOM4gyNa/TSnQREREREaklLOuJnp+ef/JBf1GQXlBFSUrWuXNn7+PExEScTicXXnihd5uvry9du3Zly5bibwZ069bN+7hOnTq0atXquDHHrFu3jltvvbXUDL/99htPPfUU69evJz09HY/HA8C+ffto27ZtqceZpoc0RwruP26wl3Bu++PGTHvzAz55fxYHDxyiIL8Qp8NJ24Q2pc4J0KZ9q2Lfx8ZFk3oktdTxO7YlUj++nreADnBWm5aER4Sxc2uit4jeoFF9bwEdYPPGreTm5NGhYddi8xXkF7B31z4Abr17NOPuepzZMz+ne+8LuGJoP5o0O/2KhCKnymU62ZW7iV25m/g6+SNi/BvSOLg1LUPP4azQc/G11e57D+S6Mpm2ewI5rgyro4jI3+SbAZSpoYtzM6bpwDBq999HIiIiIiJy+rOsiB4YWb4bbAZEBlRRkpIFBwdX+TlOdJPR3Nxc+vbtS9++ffnwww+Jjo5m37599O3bF4fDccJ50x1HKHDneL8PCg4qtv/zz75gwmOTeXLSo3Tq2pHg0BDe+PfbrF194hVhf7+5qmEY3sJ+RQQFFX8ecnNyiYmL5rPFHx43NvyPG54+8Pg9DBk+kKWLl7Psq+94aeIr/Hf6v+k/6LIK5xE5HaUU7ielcD+r077G3xZI0+B2tAs/nw4R3WtdQb3Qnc+03f8i1ZF08sEiUu1yzbK+vHSCcwv4nX3yoSIiIiIiIhayrCd626tKX0ldkrZXta3Wnuh/1bx5c/z8/Fi5cqV3m9PpZPXq1cetCP/pp5+8j9PT09m+fTtt2pS8wjshIYGlS5eWuG/r1q2kpqYyefJkLrroIlq3bl2mm4oWuPPId2efcMzqn9bQ+bxzGXXbdbTv2I6mzRuzd9f+k85dXi1bNefQgSQOHfiz0LV9yw4yM7Jo2aZFqcd16NiOI4eP4uNjp2nzxsW+6kTV8Y5r1rIpt959Mx8tmEb/QZfx6YzZAPj6+eJ2V7y4L3K6KvTkszX7V2Yf+A+TNo9m7oHXSczegNt0WR3tpFweJx/ufY5D+YlWRxGRUmS7y/HyUn3RRURERESkFrCsJ3qbYW0Ijg0u081FQ+JCaDO0DTYfS2r+BAcHc+eddzJu3Djq1KlDo0aNeP7558nLy2PMmOI3rXzmmWeoW7cusbGxPP7440RFRTF48OAS5x0/fjx9+vShefPmjBgxApfLxaJFi3j44Ydp1KgRfn5+vPrqq9xxxx1s2rSJCRMmnDCn23ST6Tx60utp2rwxsz+ay/Kvf6BRk3hmz5zH+jUbaNg4vszPSVlcdPGFtG53FnePvp+nnvs/XG4Xj9/7FOdf1JWzz+1wwuM6nXcOY665k8f/9RDNWjblcFIKSxcvp9+gSzmrTUv+9fhzXD64H42axJN0MJl1azYy4Mq+ADRsHE9uTi4rlq2ibYfWBAYFEhhUvk8+iJwpCj15/Jr2Nb+mfU2gPYR24d2IC2hMmiOJQncB0f4NCPYpaszgNl342QLws/njwYPTU0iwTzjNQxKwGVX/97PH9DBr/1QSczZU+blE5NRlugF72caaznUYjKrSPCIiIiIiIhVlWTsXgCvfvZKZg2Zius1Sxxh2g0HvDKrGVCWbPHkyHo+HG264gezsbDp37sySJUuIjIw8btzYsWPZsWMHHTt2ZMGCBfj5ldwqoVevXnz22WdMmDCByZMnExYWRo8ePQCIjo5m2rRpPPbYY0ydOpVzzz2XKVOmMGhQyc+FaXpILTyEy3PiVi8A148Zwe/rN/OPUWMxDIMrr76CG2+9jmVffVfOZ+XEDMPg3U/f4IkHnmFY35HYbAa9Lu3BhClPnvS49+e8zXNPv8T9dzxK2tE0omOjOO/CLkTHRGG328hITefeW8dxNOUokXXr0P/Ky3jgj5uldj7/XG645VruHHUv6anp3PfY3Tzw+D2Vem0ip6N8dw6/pn1d7uN8DX8C7EH42vzwswUS7BNGHb84GgQ2p0lwW3LdWezP28aBvJ14TDfBPmGE+EQQ6htJkD0MX5sfAfYgguyhBPuEY/zxj93mg4/hi80oqsbNP/gmGzNXniSNiFgt3eWCsnaJ0s1FRURERESkFjBM0yy9gv2HrKwswsPDyczMJCwsrNi+goICdu/eTdOmTQkIKF/fctNjsnPxTuaPmU9Ocs5x+0PiQhj0ziBa9GuBYTPKNXd1W758Ob179yY9PZ2IiIhqP3++K4c0R3K1n1dqFlehm0P7DrOcGeQYpd/0VaS2sBs+hPpE4jZdZLvSrY4jImXQNCCU0WE/lnm8Ef0jhr3uyQeeZk70+lpERERERGoWS1eiGzaD5pc1577997FlzhY2z9pMQXoBAZEBtL2qLW2GtvGOk9J5TA9ZrjSrY4iIVDq36SLDecTqGCJSDkecBeU7wLkO7H2qJIuIiIiIiEhlsLSIDnj7nLce0pp2w9t5t7udbst6oNc22c60MrVxEREREalqOW4nJgEYlK2YbjrXYwSoiC4iIiIiIjWX5UX0Y+y+9hN+X9P16tWLMnTGqXT5rhxyXJnVfl4RERGR0pi2CAxPGdvMOddVaRYREREREZGK0lLvWsrj9pCemUZWYTp2fLHhg6Efp4iIiNQALsrR49u5EdP0VF0YERERERGRCqq0lehWrMI+U+XnFJC8OwVnofP4nYaBzdeG3dfA7mvD5mtg+BjY7AaGDxg2wA7YTbB5KPrHDejndzowAfOP/xUREbGKg2D8yjrYzAXXDvBtVZWRRERERERETlmFi+i+vr4A5OXlERgYWOFAcmLZaTkk704p/U0LEzwODx4HOHGXeV67nx2fADt2fwObnw2bLxg+/FFsNzGNomK7SWWuFDMwDBsGRTdHVeG34jxODx7Tg8Mo503dREREKlEBgYSU5wDnehXRRURERESkxqpwEd1utxMREUFKSgoAQUFBGIZR4WBSnNvlJvVgGrnZ+VUzv8ONw1HCyva/sfkY+PjbsPkVrXY3fA0MO0WNgUzAA+YfX0WPTUy3iccNpuvYYxO3y/NHzfyPQr8BPv52fPxt2P2LVs//WcT34MHE1Ir5EzJNyEzL5bC5G4eRZ3UcERE5g+V5yrwOHQDTuQ6D4VWURkREREREpGIqpZ1LXFwcgLeQLpXLWegk80gWbrf6hR5rUWPzNTDsxwr4f6yWx6zklfK1i4lJviebzbbvQO9jiYiIhT5Pz+OuuvWweZLKdoBzQ9UGEhERERERqYBKKaIbhkG9evWIiYnB6Tz5amYpG9M0WfS/pcydugiPq+ytWc5khgERTYOJbB5MaJMAAuvZ8Y8ysIV78AQX4vDNo4BsXKbL6qiVzsRDni0T0zhz30gQEZGaIcWZx4eZzbg+LBfDzDr5Aa6dmJ4cDFu5msCIiIiIiIhUi0q7sSgUtXax2+2VOeUZKz+3gGdHvsJPC36zOkqtk7InDZadeExIbADhTYMIbxRISAM/AuN88a9rwzcSbGEeCHLhDnDg9Mmj0Mij0JP3xw07ayfjj388Z/BKfRERqV7b8zNZ5HMuAwJXYnCyRRYecG4E/27Vkk1ERERERKQ8KrWILpUjNSmdJwZOYsea3VZHOW3lHC4g53ABB38q23i7vw+RTYIJbxJEaLw/QfX8CIix41fXwCfcxAhxYwY6cfkV4LDnk2/m4DZP/VMZNmz4GgH44oeP6Y/d44fN5YPN5QMOOxTY8BQYePLAnQuubBNHtgdnlpuCdBeF6U7y05zkHXWQf8RBXmoBNl8bjS6Kpd4FYYS19cGngZOC0HSyzNQzug2OiIhUnZ+yjxLl24PzfL7lpPc1ca5TEV1ERERERGokwzTNky6vzcrKIjw8nMzMTMLCwqoj1xlr96Z9PH75sxzZn2p1FKmg4Gh/IpoGEd44iOAGfgTF+uIfZSu6seofRW9Hpqeo4J3upCC1qOidm1JAQUb1tUUKiPClcc9oYs8LJqS1HVu9AvKDMsgx02r16nsREak5RsXE0IJv/7LFhssWTw71SHaFsKvQg9PegiGNxlmWsbrp9bWIiIiISO2hInoNsuabDTx91RTysvKtjiJCSEwAjS+OIrpLECEtbRCbT25gKrmeTKujiYhILXRDdCwuE3YVetiUm0Gup/gbxiE+ETza9l2L0lU/vb4WEREREak91M6lhlj87re8cudbuJy6gajUDDkpBfz+8QH4uPj28MahNOkdRVSnQAJbgBmVR65/GnmeMtw4TkREzlgzjhw+4f4cVwbpjhQi/WKqKZGIiIiIiEjZqIhuMdM0ee//ZjJz0lyro4iUSebePNZP2wfTim8PbxhKfPc6RJ0TRHALG/ZYBwUhmWSbqXjQm0MiInJyGY4jKqKLiIiIiEiNoyK6xZL3pKiALqeFzP15ZM7Mg5nFt/sE2Gh4QQxxXUMJa+OHX7wLV2QuOfajFJpqXSQiIn8KsAdZHUFEREREROQ4KqJbzFnosjqCSJVyFXjY/W0Ku79NOW5fdLtI4i+IpE5CAIFNgegC8gLSyTUzdFNTEZEzTJuwrkT7x1sdQ0RERERE5DgqolvM5VARXc5cR37P4sjvx/dSD6wbQKOL6hJzbgghZ9nxqe/EEZZNtnEUl+ksYSYREanNwnzrcGnctfjYfK2OIiIiIiIichwV0S3mVBFd5Dj5qQ62zUti27zi2212qNclmvrnhxPZ3h+fjjkc9dlrSUYREak8Wc40Au2hVscQEREREREpkYroFnMWalWtSFl53HDwpzQO/pTm3dbs0nq0HVuHrIa7KTDzLEwnIiIV8X3KXK5oMMbqGCIiIiIiIsexWR3gTKciukjF7Po6hS+u2MovPT0ELmlDlLuh1ZFERKScIv1i6REzxOoYIiIiIiIiJVIR3WLqiS5SOQoynHz38HYWdTpE+uMNiDnUFn8j0OpYIiJSBgYGSfl7rI4hIiIiIiJSIhXRLRZaJ8TqCCKnnR0Lk/liwDZ+vRiCv2lLXY9Wp4uI1GRpjmQ+2fcSqYVJVkcRERERERE5jnqiWyy6YZTVEUROW/mpDpY9uA2AVlc2pOU/QsmI24XDLLA4mYiI/F2hJ49/b7uHkU0eIsAWRErhfuyGDw2DWlLoLmBN+jLOr9ufEJ9w3KaLLFc6Lo+DEJ9wogPirY4vIiIiIiKnMcM0TfNkg7KysggPDyczM5OwsLDqyHXGME2TywNH4lRbF5FqERITQNfHGuPXM5M046DVcURE5AQMbIT5RpLnysZpOgDwMfwAcP3xfcvQc8h1ZXFx7HDahHWxLGt56fW1iIiIiEjtoXYuFjMMg7oN6lgdQ+SMkZNSwLf3bmPxOcnkTGxE7JE23oKMiIjULCYeMp2p3gI6FBXPXX/5fkf2Wg7lJzJ7/6v8mvYNaYXJVkQVEREREZHTmIroNUB0w7pWRxA5I23+7CALLt3O5sEBRG5oR7AtwupIIiJyivLdOcw98Bqrjn5hdRQRERERETnNqIheA8SoL7qIpTJ257Lkxq380DUX//mtdSNSEZFazI0bj+mxOoaIiIiIiJxGVESvAaLjtRJdpCZwFXj44ckdfHnuIfJeaExs1lnY9NekiEit8kvqEqZsvZ1cV6bVUURERERE5DSh6lANUKdepNURRORvNn14gAU9Etk7ug7Ru9oTYAu2OpKIiJRRpjOV3Tm/Wx1DREREREROEyqi1wC/frXO6ggiUoqkNeksHLqF1T09hHzflggjxupIIiJSBgfzd1kdQUREREREThM+Vgc40yXtOsyvi9dZHUNETiI/3cG392zDMKDTP1tQ72o7R8N34TadVkcTEZES/Hj0C44UHqBeYFP6xF5jdRwREREREanFtBLdYks//AGPx7Q6hoiUkWnCr6/uZkGPnWy+IoCQ79sSpRuRiojUOE7TwZasX1hx5HM2Zqy0Oo6IiIiIiNRiWolusd2b9lkdQUROUeb+PL69ZxsATS6uR7u76pDf8iA5ngxrg4mIiJfDU8CO7HUE+4SxOvVrAn1CGNTgNqtjiYiIiIhILaIiusX2bT5gdQQRqQR7vk1hz7cp2Oxwzp0tqH+VndTI3bhMh9XRRETOeL+lL+W39KUABNvD6BjRk0bBrSxOJSIiIiIitYXauVjI7XZzcEeS1TFEpBJ53PDbf3azoNdONvb3I+ZgW6sjiYjIX5iY+NsDrI4hIiIiIiK1iIroFjq0Mxmnw2V1DBGpItmH8vni8m2Y77UkyBZmdRwREQFGNH6Q2IDGVscQEREREZFaREV0C6UfzrQ6gohUg9Wv7GLjVTZi81tYHUVE5IxmYBBkD7E6hoiIiIiI1DLqiW6hdhe2ol6zWJJ2HbY6yhknOCqU8PgogmMj8IsIwRYUgMvHRqHbJDvfSXZOAf7+vgQF+hLga8fPbsPHNLG5PZgOJ+78Qpy5BTgy8yhIzybnSBZ5aTlWX5bUYKnbs1nQLZs+/2lL/kU71StdRMQCPWKGUi+wqdUxRERERESkllER3UJ2u52hYy/nv2PftTrKaSmqRRxR7RrjWycUl4+dQrdJToGT9Mx8sgqcZAG4gKN5QN5xx+fmOUhLP9EZbBAcUvQVXw+73UZIsD/BgX74+drxtRv42AxsBthNMDweDI8HZ0YuSb9sJ/NQWpVcd2UICAsiJDacoLph+IcH4XG5ydp/lNRdh/G43FbHq9WW/nMbzS6N4aznDdKMQ1bHERE5o9QLUAFdRERERETKzzBN0zzZoKysLMLDw8nMzCQsTH19K1N+bgHXNb6TbK1irpDwhlHEdmiMX2wk+TY7yak5ZGUXWB3rhOrHhhEV5If7cBoHft5OTkoVtfcxDILrhhASE05gnVD8I0LwCfLHFuiH6euD27Dh8JjkO1zk5jvJyS3A4Si5UG6zGdSNDCY8xJ9Am4HN4cSVmUNucgZpu5LJPZJVNddwGvILsnPpzJYcbbwZk5P+NSwiIhVkN3w4K/Rcrm38IHbD+nUken0tIiIiIlJ7qIheA7z7+EfMnDTX6hi1RkhMOHFnNyWgfh0cvr4kp+eRnnH8SvLaxtfXjq+vHR+7Dbvdho+P7c/HNgO7zYbNKCpk2yha4W5gFt3YwGNiABjgMmw43B7yHW5y8x1k5xTgcnmq5RpCgv1pGBOKb3YeSb9sI213SrWctzbrdGcTwu5MJdeTYXUUEZHTWq+Yq7g0bqTVMbz0+lpEREREpPZQEb0GSN6Twg3N7rI6Ro0UGBFMvY7NCGoYhSvAn5SsfI4c1ar92qJBXDhRAT7k7U5i74rNuEtZ4X6mi2gazEUz4jgcst3qKCIip62LogfTr96NVsfw0utrEREREZHaQ0X0GsA0TS4PHInT4bI6iqUCw4OJ69iU4IZRuAL9Sc1xcPhIFif/DZXaICDAl4axYQS73eTsSWb/zztwFejmmn/V+8VWOC5JxGkWWh1FROS042v4M779RxiGYXUUQK+vRURERERqE+sbQgqGYRDdsC6HEg9bHaXaFBXMmxDcMBpXoD9puQ6SU7LYaQJJ2UC21RGlkhUUONmxN7XoG58A/Hp3pElcOKFuF4lfrCZP9wVg2QPbaNwzirYv+5JqO2B1HBGR04rLdJDlSiPct67VUUREREREpJZREb0GcDqc2H3sVseoMt6CeXw0riAVzKWIw+EmcV8aAMHdE2hfJ5DdC34hN/XM/n3Y+91RDl5g47IP2pHaYgsm1dPPXkTkdGdisurIAvrXv8nqKCIiIiIiUsuonYvFCvMLeXrYFFYvXmd1lAoLq1eHui3rERgXiS00iAIMMnILSTmarZYsUibBQX60jApm14KfyT16ZhfTAc4e3Yi6YzPIMdOtjiIiclrwMfy4t9VUIv1irI6i19ciIiIiIrWIiugWys/J58krn2Pdst+tjlJMVMt6RLWOxycqHNNux8AEEzBN75dhAga4fH3Icbg5kp5Hbq76OEvlCAz046yYEPZ88Qs5KZlWx7FUWHwQPf7XkOz6+8j3qOWNiEhFXN1wLB0je1odA9DraxERERGR2kTtXCz0+OWT2PjDFsvOb9gMYtrEU+esBtjrhJJrGiQfzeFwbiGH8zywT6tfxRr5+Q7W700jsEsb2seGntHF9KwDeXzRbxt2fxsJo5rR4MoA8homkePRn08RkfIK861jdQQREREREamFVES30P6tB6v1fD7+vjS7OAHfBnXJcZkkHcnmUIGTQ1lOyEqr1iwiZZFf4GT93jSCz2tL+4gAtn62EleBw+pYlnAXelj71l7WvgWGAS0HxhMU7Vu00zC84/7yEIw/voDgen6En2OHBrlk+CbhNPXJERE5s8QFNCbCN9rqGCIiIiIiUgupiG6h0DohZBzJqtJzGHYbzXq1x79pPXanZLMltxB2p1bpOUUqW26eg/V5DqIGdSPOWciWeT9zJjfaN03YPj/plI+3+Ro0u6QBDfuEEdLewBmbSYaRjAd3uecyMAgxIgksiIQUf/J2Q9qGAg6uSict8eTtZ9qPjKfePQ7SjOp9U1FEziw2bPStdwN1/OOsjiIiIiIiIrWQeqJb6P6eT1ZNOxfDoEn3NgS3asje1Fwys/Ir/xwiFmocH4nvniR2f1ez7idQm/mH+dDi8jjq9QwmsJWHgjqpZJlHMSn6vwi74UuYGYVfViiuQ77kbHeTsiaHfT+kkp9asU8H2OzQ64VWeC7ZT55HN5QVkcp3UfRg+tW70eoYxej1tYiIiIhI7aGV6Baq3zyuUovoDc87i/D2TTiQWUBiei7sPlppc4vUJHsPpINPAK1v6Uv2j5tJ/n2/1ZFqvcIsF7/PPMDvM//cFhYfQpOL65K2I49Dv6TicacAKZV+bo8bvr1/G6H1A+n5RjtSG23FfQqr4kVESrMzez3UszqFiIiIiIjUVjarA5zJzunTAR9fe4XmCAwPpsOoi6k7ohd7QkJZvyeV1PTcSkooUrNt3X2U5AZxtLulL2FxkVbHOe1kHchjw/v7OfBjKp5qqGlnH8rni0FbSbo/hpiC5lV/QhE5YzQPSbA6goiIiIiI1GIqoluoz3UX8e7WV+g5vFu5j/UPCaD9DRdj9O7IugOZpBxRCwQ5M7ndHjbsPkphl9a0v/FifAP9rI4kFbTn2xS+OH8PvN+ScCPG6jgichrIdVftPWhEREREROT0piK6xeo1jeWuV0aXebxvoB/tr+uF32WdWX8ok+zsgipMJ1J75OU5WH8wk5ArzqfN0G5gGFZHkgr65aVdLDsvnYBFbYhNb02QTT2DReTU+Nr0BquIiIiIiJw69USvASJjI4iOr8uRA6mljjHsNtpd3Z39LlifrFXnIqU5mpbLUaDRDX0I2H+YxGUbrY4kFeAq8PD9Y9uBovdFWgxoQNOhEfi1LyAtYD8us2I3NRWRM0NKge6dISIiIiIip05F9BqiZadmpRbR4zo0wufcs1h/IL2aU4nUXvsOpoPNj7PG9MWz8yC7v9tkdSSpINOEHQuT2bEwGQD/MB/aX9ecuEsCoFEumX7JOEx9OkdEiovxb8hVDe+xOoaIiIiIiNRihmma5skGZWVlER4eTmZmJmFh+jh9ZVv+yUqev+m/OAudxbYbNoN2I3uyJTUPh6Ma7uonchprEl+HoKPpbFv0W1E1Vk47Njs07hVDw0siCOtgw1MviwyfZFym8+QHi8hpKcI3ihubPk5sQGOroxxHr69FRERERGoPFdEt9tmU+bz98Af8/ccQ06o+gRe0Y9e+NIuSiZye6sWGEe10sG3+L7gKVVw93dn9bTTvG0uDXmGEtANnTCYZRjIe9MakyOmuUVArBtS/mYZBZ1kdpUR6fS0iIiIiUnuonYtF3G43r987jc//u7j4DsOg3TUXsT3bQZIK6CKVLulwFklAnYHdaBRoZ+f8X8jPzLU6llQRd6GH7fOT2D4/ybvNP8yHFv3jqdcjhMDWbhx1M8ggBROPhUlFpLIF2IMx0E2mRURERESk4rQS3QLpKZlMuu4V1i4tfsPDus1iCe99Njv2lH6DURGpXMHB/rSMCmbf4t/IPKQ3rs5UITEBNL8ihtgLgvBv6SI/IpUs86jVsUSkggwMQnwiuTh2OF3rXmZ1nGL0+lpEREREpPZQEb2aJa7fw+OXP0vqoeI3CW03vDs7893k5TksSiZyZvPzs9O6QSRHfthIyrZDVseRGiC8cRBN+kQR1SmQoObgjs4l2yeFQjPf6mgiUk4RvlEMjf8nzUMTrI7ipdfXIiIiIiK1h4ro1exfI17iu09/9H5fp2kMkRefw/Y9WvEoUhPYbAatG9clb30i+1fvtDqO1ED1OkXSsGckdRL88W3iwhGRSZZxBLfpsjqaiJxAuG9dhsT/g5ah51gdBdDraxERERGR2kQ90atRVmo2Py34zft926svJLHAwxEV0EVqDI/HZPPuoxAWTsvRl2HsTSZx6QarY0kNkvRbOkm/Ff80kU+AjcY96lPvgjBCmtnxrefBE5FPgV8WOWaG+q2L1ACZzlQSczbWmCK6iIiIiIjUHiqiV6PX7nuPwnwHkY2jqXvJuWxU8VykRtuxNxXwpdGNlxCamcW2L37FdKsYKsdzFXhI/OowiV8dPm6fT4Cd+p2jie4YSvhZfgQ2NLBFOXGG5JJtO4rTLLQgce1mYBBkhBPkiMCWEYjjoI3snU6OrMslL6UQ/3BfAiJ88Qv3wS/Mjm+IDZ8QGz5BBj5BBrZAA1uAieFf9IWfG9PHg+njwmN347E5ybdlU+DRTYdPN/tyt1odQUREREREaiEV0avJ6sVrWfrBD7S8rCMHA4PYpgK6SK2x72DRquPYq3sQVVDA1nk/WZxIahNXgYd9K46yb8Xxf+/b7NC4Zz0a9AwnvIMPRoM8cgKPkOfJtiBpzWJgEGyLILAwHFt6II6DdrK2OziyPpeDP6aRn54NVN3zZLNDm6sb02hwCJyVSZrtICYn7YAnNVy+W2+MiIiIiIhI+aknejXIz8nn1oQHiOmZwIZDmXg8+o9wkdqsSXwd7IkH2LNii9VR5DQV0yGMJpdGUeccP3ybOMkPSyPbTD3tirgGBsFGBIGFEdjSAyk8YJC9w0nK2hwO/pxGQYbT6oheUa1CaTemHmHd3GSEHaDQzLM6kpyCtmHncV2Th62OAej1tYiIiIhIbaKV6NXguzm/EH7JuazbrdXnIqeDPQfSwD+Itrf2Jf37jaRsO2R1JDnNpGzMImVjVrFtIXFBNO8XQ/R5QQS29OCsm0mhPReX6cSFo8bd2NTAwMfww8fww9f0w78wDCMtEMcBg6ztDm+hvDArC8g66XxWO7otm+8eKlr5bve30f66pjS4Igh3szTSSbI4nZRVTEBDqyOIiIiIiEgtpJXo1eCBcTNZu26v1TFEpAr4+thpGx/O1g+W4yqsOatm5cxjs4N/mB/+Eb4EhPniF+rzx5cd3xA7vsE2fIPt+ATZ8Aks6gtuDyj6MvzB5m+Cr4nhZ4IJpsPAdBh4CsAsMHAVePDkgSvfgyvXxJnrwZnjwpHtxpHtpjDLSWGmk4IMFwUZDhw5NauoX5Xizomg7ahYgro6SA/erz73NVSDwBbc0vwZ/GwBVkcB9PpaRERERKQ20Ur0KnbkSBbr1quALnK6crrcrN+TRpNre5GzbB3pe49YHUnOUB435Kc7yE93WB3ljJO8NoPktRkA+IX40GFUc+r1C6Cw0REyzRRrw4nXBVGX15gCuoiIiIiI1C42qwOc7pYu28LJ1/qLSG23Z38ark6taNqzndVRRMRCjhwXv/13D18M3MrXZ6eS/n8NiHI3tjrWGS82oBHNQjpYHUNERERERGopFdGr2Lff/m51BBGpJhmZ+ez2D6LdyJ5WRxGRGmLHF8ks7nqAsJXt8DO0Crq6tQrtxLWNHuSOFpMJ861jdRwREREREaml1M6lCu3de5SdifoYt8iZxO32sOFwDu1v7UfiR8tw5Ko3ssiZzuOGb+7aStw5EXR+LZ6UwJ1WR6p1bNgIIwb/tAicB+z4tCrgqP9uPHiOGxvsE06T4Da0D7+AhIjuFqQVEREREZHTjYroVejbZZutjiAiFtm06wjxQ7vj+nkLR7YfsjqOiNQAyWsz+KJbBhdNaI3tyoPke7KtjlQj2bARTix+qRHkb7ORvCqXxIWHyU8/Avx534noNuF0HFsfn65ZpNr2AxDuW5dbm08k0i/GovQiIiIiInI6Mkzz5B27s7KyCA8PJzMzk7CwsOrIdVoYe98HbNx0wOoYImKhkGB/4gvy2PHVOqujiEgNUqdZMBe+U5/DkVutjmI5X8OfOkebkbfFIHllLolfHqYgw1muORpdFMWQVy7igjYXU8c/roqSVi69vhYRERERqT1URK9Cq1fv4uHHPrU6hohYzGYz6FA/jE3vL0N3GhaRv+pyT1PCxqSTbaZaHaXa2bFT91Arfn4giSNbsk5pjjbnt+T8KzrT5vyWJPRsi91ur+SUVUevr0VEREREag8V0avYc89/wZKvN1kdQ0RqgDZNo9g/awX5GblWRxGRGiQ42p/e7zbhSMOtmCX0+D7dGNiIST+LtY+lceDHU3/zoH7zWJ77+knimtTO1i16fS0iIiIiUnvYrA5wurv7n5dSr16E1TFEpAbYsvsooQO6EtehkdVRRKQGyT1SyBcDt5HzXEMiqR2tSE5VTH4L0h6vx4LeOypUQG/dtQX/Xjmx1hbQRURERESkdlERvYoFBfnzf48Owm7XUy0ikHQ4i7TGDWh+ydlWRxGRGub3mQdYdkEadTa0w98ItDpOpYp2NSH/xSZ80W03OxYmV2iuPtdfxIvfPUNkTHglpRMRERERETkxVXarQZs29Rl1Q3erY4hIDZGf72CX3Y82Q863OoqI1DCOPDeLb9zK70N8idnXDrvha3WkCqlj1sec1oKFnfezccb+Cs0VEOzP/W/fwSPv34Off+1+XkREREREpHZREb2ajLy2G2cnNLQ6hojUEC6Xh9+znbS/vpfVUUSkBkrblcsXg7ayd0wEsamtMWrRSzYDg7pmA/znt2bJuYdZ/e/dFZrP7mOn/5g+/G/Ty/Qf06eSUoqIiIiIiJSdbixajY4cyeKW298lO7vA6igiUoOc3aQum979Gk7+17GInKGaXxZL26eCORy0w+ooJfIzAojMaUjOT778/l4SKZuyqN88lqj4umz/NZGC3MJyz2kYBhcO6cptL9xAvaaxVZDaWnp9LSIiIiJSe6iIXs2+/2ErTz0zz+oYIlLDtGsWxc73v8VV6LQ6iojUYB1uaEijsSZHfPZaHYUwI4qA/bEkfVnIxun7ceS4iu2f8u1TnN2rHUcPpfHxpLl8NX05+TknX0hgGAb/fHUM3QZ1Jjq+blXFt5xeX4uIiIiI1B4qoltgyktfsujL9VbHEJEapmXjuiTNXkl+Zq7VUUSkhut6fzOir3WR43+EfE9OtZzThp26zkY41wex/aM09nybUvpYm8HMA29SJy7Suy0/J5+1Szfx37Hvclbn5qyY83OJx3bp15FnFz1e6flrGr2+FhERERGpPVREt0BBgZPb//Ee+/enWR1FRGqYhvUjyF26lsxD+vtBRMomomkwjS6qQ92OQQQ1NzBiCykITCfbTMOkYm2igmyhhB6NJ225hw3/O0j2ofwyHXfpjT15aNo/Tzjmk+c/Z+FbX5O067B3W8/h3fjHv28uVnw/Xen1tYiIiIhI7aEiukV27Ezmn/fMwOl0Wx1FRGqYmKhQ7Bt2krLlgNVRRKQWC4jwpVGPKGI7hxBylh2f+i4cYVlkGUdxm6W3jqpjNsC2PZK9c7PZ8tkBPOV8qWKzGbz68yTO6tS8TOPXfruRHb/twi/Aj8F39y/fyWoxvb4WEREREak9VES30Eczf+R/735ndQwRqYHCwwIJ2ryLlG2HrI4iIqcZm69Bg/PqUv/8MCLa+uHXyAP+bnJX+/D7tGQOb8is0Pxtzm/J1FXPVlLa05deX4uIiIiI1B4+Vgc4k10z/DxWrtrBlq0qkolIcZlZ+QSc24rQjFyyD1esoCUi8lcep8n+FUfZv+Jolcx/9QODqmReERERERERq9isDnAms9ttPDzucvz89F6GiBzvcEoWEf274hfsb3UUEZEyefj9u7lo2PlWxxAREREREalUKqJbrFGjuoy5uYfVMUSkhtqzP40m1/bCsBlWRxEROaHYxtGcf0Unq2OIiIiIiIhUOhXRa4BhQ7vQoX281TFEpIbasvso7UZfZnUMEZFSXXlXP6Ztn0pIRLDVUURERERERCqdiug1gM1m8NC4y7nu2m5cOfBcq+OISA20fvdROtzQ2+oYIiIARLatR9PH+uIT7AdA574d8fFVezoRERERETk9qYheQzSoH8mY0T3p0qWp1VFEpIZan5RFm8HnWR1DRM5wke3rc/Ta9qx0Z2M+3psrnhyiNi4iIiIiInJaUxG9hrHb9SMRkZKZJmwrMGnao53VUUTkDFWnQwOOXtOOwzm5ACTn5NF7zMUWpxIREREREalaqtjWMHXqqJeoiJTO6XSTHBFObPtGVkcRkTNMnYQGpAxv4y2gN6wTzod3XkNCwziLk4mIiIiIiFQtNa+sYWJjwq2OICI1XE5uIf5tmlDPZpC0Ya/VcUTkNBbROo46l7QmJz6E7bnZ5OXkARAXHsJ/R11J85i6FicUERERERGpeiqi1zCFDpfVEUSkFkhNyyWkSQOahAez54fNVscRkdNIQN1g4v7ZgwP+JpszswAHpKcVG9OrTXMV0EVERERE5Iyhdi41jJ+vnbZt6lsdQ0RqgZzcQvaHhNBqYBero4jIaSKgbjD2cT1ZVZDJvsysEscE+flyR++u1ZxMRERERETEOiqi1zDh4UG8+soN9O7VxuooIlILOBxuthaYtL+2h9VRRKSWC4gOwT6uJzvSM47b16Z+DAkN42gQGUaPVk2JDgup/oAiIiIiIiIWUTuXGsgwDM7r2oxly7dYHUVEagGPx2R9Si5nj76UTe9+bXUcEaml7A/0KLGADvDowF50atKgegOJiIiIiIjUEFqJXkM1aRxtdQQRqWXW702j+Zi+NOrW2uooIlLLRLSOK7WAHh0aTLPoOtUbSEREREREpAZREb2GatIkCpvNsDqGiNQy2/ccZXdQMM3H9KXxhSqmi0jZRHRpXOq+GXcMJzI4sBrTiIiIiIiI1CwqotdQfn4+xDfQqi8ROTXb9xxlV0AwzcZcRpPuuseCiJxEk8hSd33688ZqDCIiIiIiIlLzqIheg/n5q2W9iFTMjj2pJPoH0Wz0ZTTt0c7qOCJSQ2UFl/6a493vf+VIVk41phEREREREalZVESvoVJTc0hMPGx1DBE5TezYm8pO3wCaj+lL3eZxVscRkRpmX35uqfta1ft/9u46PK4ybQP4fcYnk8zEXdukkro7FShtkVKkLVDcfZEtugsssrDI4st+LIu7L1Iope7etCWpxN0zmcj4zPdHaGhI0iZpZt6Z5P5dV64kR++Z2OQ573neCEToA72YhoiIiIiIyLewiO6jtu/IgdstOgUR9TVH8qvRmJ6C9IumiY5CRD4iZFgMTBZrp+uHxnKycyIiIiIi6t9YRPdRe/cViI5ARH1Uc7MNB+osSLtuHtLmj4VSqxIdiYgEMozvfFJRjVKB8cnxXkxDRERERETke9h020dZLHbREYiojzuUVw1Agnr2GKTFBkNZ34SSzZmoL60VHY2IvKhxaDhQ1/7nfnxKHC6ZPArzRw4WkIqIiIiIiMh3sIjug5qarNiy9ajoGETUT1itjt8K6oCUnoLEuWMRAjdqMnJRui9PcDoi8qSUm2ZgcwcFdAC4/5xZGBob6eVEREREREREvodFdB+k1aowamQi9mUUio5CRP2M2w0UFNehAADCQhGxJBGxQSoYM/JQvCtbdDwi6kWGtChkRMoBq7PN8kHR4bhs6hgMig4XlIyIiIiIiMi3sCe6D5LJJDz68PkwGLSioxBRP1dV04iM/FoUGAyIvHQ2Rlx1OiKHsj8yUV+guHYCGq22dssvmzoGF04YDrmMLxOJiHyFJEknfJs1a5boiMJlZmbi9ttvx/Dhw2EwGKBWqxEXF4eFCxfivffeg83W/m9eX3PVVVdBkiSsW7fOo+c59n1HRNSfcCS6j9LrtZg8KRUrfz4gOgoREQCgrMKEMgCIjULShCEIdjlQufMIKg+Xio5GRN2UcstpnbZx+WDLXpwzegjUSr5MJCLyNVdeeWWHy4cMGeLlJL1n3bp1mD17Nq688kq888473d7f7Xbj4YcfxlNPPQWn04nExETMnj0bWq0WRUVF+Omnn/Ddd9/hb3/7G3Jycnr/ARARUb/A/4582PRpaSyiE5FPKij5reVLfAyixw5GVIASTdklKNh8CC6H82S7E5FAwUOisS9cBlg7Xj9pYAIL6EREPqonRea+7sEHH8TTTz+NqKgovPXWWzjrrLParK+rq8Nzzz2HZ599VlBC73nqqadw//33IzExUXQUIqI+h/8h+bDo6GBIUkuPYiIiX1VeaUI5ACg0CDxrEpKi9JCqjSjc+CuaqhtExyOi40kSZFeNQ1NdXYerR8RH4855070cioiIqGd27NiBf/zjH9BqtVi7di2GDh3abpuQkBA8+eST7YrrfVFMTAxiYmJExyAi6pPY7NKHDRwQiTvvmIdp09Igk7HfGBGdmojkYI+fo7HJil9zq3DQZEfjmMFIunouRlw+G2EDoz1+biI6MZVeg6inzsbBTgroADB3eCo0HIVOROT3ioqKcOONNyIpKQlqtRqRkZG44IILsHPnznbb5ufnt/ZVN5lMuPvuu5GSkgKlUok777yzdbva2lo88MADSE9Ph1arhcFgwJw5c/D99993mOHgwYO47LLLMGDAAGg0GkRERGD06NG48847UVZWBqClh/fs2bMBAO+++26bPu+PPvroSR/n888/D7fbjTvuuKPDAvrxpk2b1m5ZZmYmli1bhpiYGKhUKsTFxeGKK67A4cOH22z31VdfQZIkLF26tNPj33PPPZAkCS+//HKb5c3NzXjqqacwZswYBAYGIjAwEJMnT8a7777b4XEkSUJycjJsNhsee+wxDBkyBGq1GosWLTrh4wM674menJzc2sP8zTffxMiRI6HVahEdHY0bb7wRRqPxpMfuKaPRiFdeeQXz5s1r/X4MCwvD/PnzsWrVqk73y8/Px6WXXoqIiAjodDqMHz8en3zySZvv1z9yOBx45ZVXMG7cuNbneuLEiXj99dfhdLa/W7axsRFPPfUURo0aBYPBgMDAQAwcOBCLFy/GypUre/NpIKI+QHK7Tz7O2WQywWAwoL6+Hnq93hu56A9+Wrkfzzy3QnQMIvJDOoMahhlR2FtegYFhoYhslCN3c7FXMyiVcqTHBSPni80w1zd59dxEBBgGR8Fy1VjkGes7XB+i02JaWhLuOHMq4kIMXk7XP/H1NRF1x7ECaBf+fceBAwcwZ84cVFdXY/DgwRgzZgwKCwuxZcsWKBQKfPTRR1i8eHHr9vn5+UhJScHEiRNhs9lQUFCAmTNnQiaTYeTIkXjkkUdw5MgRnHHGGSgqKkJycjJGjRqFhoYGbNu2Dc3NzXj22Wfx5z//ufWYu3fvxvTp02GxWDBy5EgMGTIEzc3NyM3NRWZmJtauXYtZs2bhzTffxBdffIGVK1di4MCBmD7997uhFi1adMLCscvlQkhICEwmEzIyMjBy5MhuPaerV6/GueeeC7PZjDFjxmDw4ME4dOgQ9u3bh8DAQKxYsQIzZswAAFitVkRFRcFms6GyshKBgYHtsiQkJKCiogKlpaWIjIwEAFRWVmLu3LnYv38/oqOjMXbsWLjdbmzZsgX19fW47bbb8Morr7Q5liRJSEhIwPDhw7FhwwbMnDkTOp0OYWFheP3110/4mK666iq8++67rc/vMcnJySgoKMDy5cvx0ksvYdasWdDpdNi8eTMqKysxY8YMrF+/vsuThXbn+/Gnn37CggULkJycjLS0NISGhqKwsBDbtm0D0FLUv+aaa9rsk52djalTp6KqqgqpqakYP348SktLsXHjRtxxxx146aWXMHPmzDYXC5xOJxYuXIgVK1ZAr9djzpw5cLvdWLNmDRoaGnD++efjiy++gOy3idOdTiemTZuG7du3Izw8HFOnToVGo0FxcTH27duHxYsXs30SEbXBoUZ+Ys7sdDz7/Aq2diGibokfHomCcDtyyysAADk1tciTJAyKDUJdqfdardjtTmTk1yD49DFIlwNZX26G28VfaETeEHtmOnKnxaC2kwK6JAHf3XUlQnRaLycjIqLe5na7sWzZMlRXV+Pee+/F008/3Vrw/PLLL7FkyRJcc801mD59eru2Hzt27MCUKVOQm5uL4ODg1uVOpxMXXXQRioqK8Mwzz+Cee+5pLURmZ2fjzDPPxP3334/58+dj+PDhAICXX34ZFosFzz33HO6555425zl06BAMhpYLttdddx1SU1OxcuVKTJ8+vVtFy9zcXJhMJqjVagwbNqxbz1NTUxOWLVsGs9mMV199FbfeemvruhdeeAF33303Lr30Uhw9ehQajQZqtRoXXXQR/vvf/+Lrr7/G5Zdf3uZ4a9euRWlpKebPn99aQAeAq6++Gvv378ef/vQn/OMf/4BarQYAVFRU4JxzzsGrr76Ks88+G/Pnz29zvKKiIqjVahw+fBhxcXHdemwn8v7772P//v0YPHgwAKC6uhpTpkzBxo0bsXbtWsyZM6fXznXM4MGDsXXrVkyePLnN8r1792LOnDm46667sGTJkjYXJm666SZUVVXhpptuwquvvgq5XA4AWLlyJc4999wOz/Piiy9ixYoVGDZsGFavXo2oqCgAQFlZGWbPno2vv/4a//rXv3DbbbcBADZs2IDt27djwoQJ2LBhAzQaTeuxTCYTjh492qvPAxH5P7Zz8RMqlQIajUp0DCLyM7YkNaobm9ssc7ndCB0ZLiSPsd6MA7VmxCybg5SZ3ftnh4i6L/nKydg/Pgy1zeZOt3G7gcNlVV5MRUREPXV8u5Pj3/Lz8wEA69atw4EDB5CYmIgnnniizcjiCy+8EIsWLUJjYyPeeuutDo//8ssvtymgA8B3332HAwcO4MILL8Ty5ctbC+gAkJqaiueffx5OpxP/+c9/WpdXVbX8XTnjjDPanWPIkCG90re7pqYGQEvP82NF1q767LPPUFFRgSlTprQpoAPAXXfdhXHjxqG4uBhffvll6/LLLrsMAPDhhx+2O96xZcuWLWtdtm/fPqxYsQITJkzAP//5z9YCOgBERUXhjTfeAIBOR5c/9dRTvVpAB4DHH3+8tYAOAOHh4bjpppsAtBSVPSElJaVdAR0AxowZg1tvvRUmkwlr165tXZ6dnY3Vq1cjODgYzz77bJuv7bx587BkyZIOz3Osjc4///nP1gI60NIn/tiksi+99FLr8mPfo9OmTWtTQAcAvV6PcePGdfehElEfx5HofkSnU8NstomOQUR+QqGS42htbYfrsq31kMmk1tHgYQl6hKSGADKg9lAtaks8O0q9qNQIKDQYfO08yMtrcHTlXrgc7fsUEtGpKRpsgK3+xD/PU9OSMDk10UuJiIjoVFx55ZUdLj82infjxo0AgCVLlkCpVLbb7vLLL8dXX33Vut3xYmJiMH78+HbLf/75ZwDABRdc0OG5j7U82bFjR+uycePG4ccff8Stt96KJ554AtOnT4dC4Tvlh2OP//ii9/Euu+wy7N69Gxs3bmzd5rTTTkN8fDxWr16NysrK1hHnFosFX375JXQ6Hc4///zWYxx73hYtWtTmwsMxx3qkH/+8HSNJUqcjrk/FmWee2W7ZoEGDAKC1T70nOJ1OrF69Glu2bEFZWRmsVisAtI72Pn7U9+bNmwEA8+fPb9c2BwCWLl3a7kJGYWEhCgsLERER0eFjPOeccxAcHIzs7GyUl5cjOjoao0ePhkwmw9tvv4309HRccMEFCAsL67XHTER9j+/8FaOT0us1qK72XvsFIvJvsekRKLF3PIFgZUMT0ufHQS5JsDidyKqpgbuhHACgS1Ji1IAE5Gws8njGw/nVAIDghVOQFKJF9bZDKP/V8+cl6g8ipw7EvpMU0AHgtMHJng9DRES94mTtTkpLSwG09MDuyLHlJSUl7dYlJnZ8QfXYKPdly5Z1WnQGWlqDHLN8+XJs2rQJ69atw+zZsxEYGIgpU6bg7LPPxlVXXdXazuVUHCt41tXVwel0dms0ek+eJ5lMhksuuQTPPvssPv30U9x+++0AgO+//x4mkwmXXnopdDpd6/bHnreHHnoIDz30UKdZLBZLu2WRkZFtRq73lvj4+HbLgoKCAKC1sN3biouLcc455yAjI6PTbRoafn+9cqyYn5CQ0OG2HX2fHvt6JiUldbiPJElISkqC0WhESUkJoqOjMWjQIDzzzDN44IEHcMMNN+Cmm27C8OHDcfrpp+Oqq67qdo99Iur7WET3IyHBOgC83ZqIusZhcQDtB2+0yqzs+PdJk82OrVIlpsxIRM7GQg+la8tYb4ax3gxER2LAhCHQNTYjZ+VuWBva/1NBRF0TMCcNsJtOuM0TF52J88extRIRUX9xookj/9jS4hiXywWgZWTw8W0y/ig8/Pd2gXq9HmvWrMHmzZvx3XffYd26dVizZg1WrVqFp556Chs3bkRaWloPH0WLAQMGQK/Xw2Qy4ddff+3Vomdnz9Nll12GZ599Fh999FFrEb2jVi7A78/b9OnTMXDgwG6dv7OvxanqaES8p1133XXIyMjAhRdeiHvvvReDBw9GUFAQZDIZ3njjDdx4441dmqD0VHX0Nb3nnnuwZMkSfPPNN1i1ahU2btyIF154AS+++CJeeOEF/OlPf/J4LiLyHyyi+5H4uFDs3pMvOgYR+YmK7FpoxmthcTi6va/bDeywVmHcxDjk72g/UsmTcotaWtBoTxuN9FgDmjILULD5kFczEPUFhVo3YD/xNtkVNd4JQ0REXhEbGwsAKCgo6HD9sdHR3em1fWz08nXXXYcLL7ywy/tJkoTp06dj+vTpAIDKykrceeed+Pjjj/HQQw/hs88+6/KxOiKTyTB//nx89tln+Oijj7pVRO/p8zRy5EgMHz4c27ZtQ25uLkJCQrBixYoO24gce94WLVrUbnLV/qKpqQmrVq1CVFQUPv3003Z3C+Tm5rbb51i//KKiju9O7Wj5yb6ex6/749c0ISEBt99+O26//XY4HA588sknuPrqq3HvvffiiiuuQEhIyAkeIRH1J5xY1E84nS7sy+j8DwIR0R85HS4khwT3eH+Hy4U9Ui0GLkiBUuP9a65mix0HcquRq9EhatkcDL9sNvTRfBFL1BWR01NRbDp5K5f3Nu1BflXHbZ+IiMj/HOtP/vnnn8PpbD/fzAcffNBmu66YO3cuAODrr78+pWyRkZF49NFHAQAHDx5sXa5SqQAAjh4M/Lj77rshSRJefvllZGVlnXDbLVu2tH587PF//PHHHW57oufp2Ijzjz76CF988QVsNhuWLl3arud7bz1v/qy+vh4ulwsxMTHtCuh2u73D52bq1KkAgJUrV6Kpqand+o4uviQmJiIxMRFVVVVYvXp1u/U//PAD6urqkJqaiujo6E7zKhQKXHbZZZgwYQJsNlubXu1ERCyi+4n33t+EgkKOFiOi7gmF6pT2tztd2FJVCsdUA1ImdX3EUm8rLa9HRpkJDaNSMei6eRgwa4SwLET+IGB2ape2i9QHIjmCF6eIiPqKWbNmYcSIEcjPz8fDDz/cpk3G119/ja+++gqBgYG45pprunzMCy+8EOnp6fjwww/x+OOPt+ud7Xa7sXnz5tYJIQHg3//+N/Ly8toda8WKFQDa9rs+Nor48OHDXc50zKRJk3DvvffCbDZjzpw5rcc/Xn19PR555BHMnj27ddmSJUsQFRWFTZs24Y033miz/csvv4xdu3YhLi6uw5H3l156KSRJwkcffdRpK5dj2ebOnYvNmzfj1ltvhcnUvsVaRkYGfvrpp24/bn8RGRkJg8GAgwcPtvn+cDqduO+++3DkyJF2+6SlpeH0009HXV0d7rvvvta2OACwatUqfPLJJx2e61h7nbvvvhtVVb+3rSwvL8fy5csBoE17lrVr1+KXX35pc3wAyMvLQ1ZWFiRJ6rCHPBH1X2zn4id++LHzSTiIiDrj7rztZbeUmxpRjkYMWRCHMIcSxiNGVBcYe+fg3eBwuJCVVw2ZUo0Ry2bh4IfrvJ6ByB9U62SA7eTbldc34K0Nu3DNaeM9H4qIiDxOkiR8+OGHmD17Nv7+97/j66+/xujRo1FYWIjNmzdDoVDgv//9b2vLjK5QKBT45ptvMG/ePDz88MN49dVXMXLkSERGRqK6uhr79u1DZWUlXnjhBUybNg1ASxH95ptvRnp6OoYOHQqFQoFDhw4hIyMDGo0GDz/8cOvxk5OTMXLkSOzatQsTJ07EsGHDIJfLsXDhQixcuPCk+Z566ikoFAo89dRTOPvss5GUlIQxY8ZAq9WiuLgY27dvh81ma9ODXafT4cMPP8S5556LG2+8EW+88QYGDRqEQ4cOYe/evQgMDMTHH3/cYW/yxMREzJgxAxs2bEBWVhYGDhyIyZMnd5jtgw8+wPz58/Gvf/0LH330EUaPHo3Y2FjU19dj//79KCoqwp/+9CfMnz+/y18PX9LZ4wZa2v9cd911uPfee/HQQw9h5syZmDNnDkJDQ7F9+3ZUVFTg1ltvxWuvvdZu39dffx3Tpk3Da6+9hp9//hnjx49HaWkpNm7ciFtuuQWvvvpq6x0Mx9x1111Ys2YNfvzxR6SlpWHOnDlwu91YvXo1GhoasGjRItxyyy2t22dkZOCuu+5CREQExo0bh7CwMFRVVWH9+vWwWq24/fbbWy/wEBEBLKL7hT1781Fb2/42JiKikym1N/fq8Q5VVQMApEhg3IhkqK0AHG64HW64bE7UF5tQW3LyFhKnyuVyI6O8AaOuPRMH31rV0sSdiFqFdWNOXnsHt/sTEZH/GjFiBPbs2YMnnngCP/30E7744gsYDAYsWrQIDzzwACZOnNjtY6alpWHv3r149dVX8dVXX2Hbtm1wOByIjo7GmDFjsHDhQixZsqR1+8cffxzffPMNtm/fjtWrV8NmsyE+Ph7XXXcd/vznP2Pw4MFtjv/ll19i+fLl2LhxI3bv3g2Xy4X4+PguFdElScITTzyBSy65BK+//jrWrFmD1atXw2KxICIiAvPmzcPSpUvb5AOA008/HTt37sSTTz6JNWvWYP/+/QgPD8dll12Gv/zlL+0yHm/ZsmXYsGFD68ediYyMxJYtW/Cf//wHn3zyCfbu3YstW7YgKioKAwYMwB133IGLL774pI/RV23fvr3TdccuDDz44IOIj4/Hiy++iM2bN0Or1WL69Ol47LHHsGfPng73TUtLw/bt2/HQQw/h559/xjfffIMhQ4bg3XffRUpKCl599VWEhYW12Ucul+Pbb7/Fv/71L7zzzjtYuXIlACA9PR1XX301brzxxjYTq55zzjmoqanB2rVrkZGRgZqaGkRERGD69Om45ZZbcP7555/q00NEfYzk7sI0yCaTCQaDAfX19dDr9d7IRce55fZ3cehQmegYRORnDFGBOJJwklkFPSAiUIdBagOyV7a/hdcT0gdEIOf9NXBYujDslqifSLhgDLanaU+63YSUeLx13UWQyXrpthXqMr6+JiIi6r6nn34aDzzwAJ5++mncd999ouMQUT/Cnuh+wGz2fhGMiPxfxNCwk2/kAVWNTdhcU4oB0xNOvnEvyMytQtwlM6GLYBGK6Jiyn36FVnniGw5lkoQHF85mAZ2IiIh8isViQWZmZrvla9euxd///ncoFAq/HsFPRP6J7Vz8gNvFNgVE1H3NgQAaxZ1/n7MWaQNDUZFT6/Fz5RbWImbuOGh3ZKE6u9zj5yPydY5mGwYF6pFR1/nP3x1nTsWg6HAvpiIiIiI6OaPRiGHDhmHw4MFIS0uDRqPB0aNHkZHRMlfcc889h6SkJMEpiai/4Uh0H7BzZy5uuOktfPLpNthsjnbrDYaT345NRHQ8SSYhx1gnNIPZ7kBNshxavdor5yurMME6Mg1xYwd45XxEvi6o+MRX0TQnGalOREREJILBYMCf//xnaDQabNmyBd988w1KSkqwYMECrFixAvfcc4/oiETUD/G/J4FKSurw8qs/Y+eulr7B2TmV+Pp/u3HdNTMx94zhAAC3243SMqPAlETkj2KHhmOPxSQ6BkrqTRg6PRz2X8rhsHl+8kJjfTNUaYnQ5lTAXM8Jmal/K35/O4LvmgKjueNZRvOrjd4NRERERNQFWq0Wzz77rOgYRERtcCS6IO+9vwlXXfuf1gL6MVVVDXjqH9/jtj+9j4O/FmPN2izU1Ajsx0BEfkll8M7o767IqqxG9JnxgJfaLldWNyB5yXTvnIzIh9nqzRje2PlLvaGxEV5MQ0RERERE5L9YRBeksckKp9PV6frMzBLccecHeOof33kxFRH1FZKPTaWwu7wcAxakeO18B3OrMeTcCV47H5GvKn5jE0ID2raFC1ApceGE4ThvbLqgVERERERERP6F7VwEOVEB/XguTipKRD3gdvve746tlaWYdnoSslcXeOV8hXIVghPDYSys9sr5iHyRzWRBugnYdNwrvr+eNwcLWUD3ay6XC6WlpQgKCoIkeek2HyIiIiKiPsjtdqOhoQGxsbGQyTofb84iugA7dubi6292i45BRH2Y20cvwO1orES4XAZXFy8knoqGBgvS5o6F8a1VgA9eVCDylqL/24S0v5yOo3VGAIDV4fn5CcizSktLkZCQIDoGEREREVGfUVRUhPj4+E7Xs4guwLixydAFqNHUbBUdhYj6Kh+tGdudLoTGBaG6sN4r5zuaX4NRl56Ggx+u98r5iHyRvdEK+bPrkbZ8Jo7WGdFss4uORKcoKCgIQMsLfb1eLzgNEREREZH/MplMSEhIaH2N3RkW0QUoKKxmAZ2IPMtHi+gAEBQT6LUiOgBk1ZoRMyoZZRn5Xjsnka+x1DRB88x6XPbCUpw9arDoOHSKjrVw0ev1LKITEREREfWCk7VJ5MSiAqxceUB0BCLq46QotegInZIblF49n83mBEYMgFKr8up5iXyNpbYJO+/5HOFBOtFRiIiIiIiI/AqL6F7mcDixavWvomMQUR+mjwjA3poK0TE6ZRNQyy4uq8egZbO9f2IiHxMWFSw6AhERERERkd9hEd3Lfs0sgdHYLDoGEfVVEqCbGO7TEwcaHWLaWe3Pq8bgcycIOTeRL5AkCfe9d7voGERERERERH6HPdG9bMTwBKSnxyEzs0R0FCLqgwbOT8GWilLRMU6o3mrFiTuNeU6BpETYwGjU5JQLSkAkzuCJqUgdkyI6BnmB2+2Gw+GA0+m7F1SJjqdUKiGXy0XH8Bv/vvsdqLQqXPX4xZDJOC6OiIjIG1hE9zKZTMLZC0axiE5EvW7AtHhsqfLtArpoTU1WRM4YgbqCKrh8eLQ+kScEBGlERyAvsNlsKCsrQ3Mz73wk/yFJEuLj4xEYGCg6is/L2n4UX774AwCgNKcc9713O5Qq7843Q0RE1B+xiC7A1CmpiI0NRmmpUXQUIuojYgaHY6+zTnQMv5BXVItRl8/BwbdXiY5C5FV7fjmAQzuOYsjENNFRyENcLhfy8vIgl8sRGxsLlUoFSRJ17w9R17jdblRVVaG4uBhpaWkckX4Cbrcb/7rz7dbP13+2FQ21jXj0q+XQBmoFJiMiIur7WEQXwGAIwMsvXIbn/vkjtm3PER2HiPycPiIAJTEuWBodoqN0iUGtgUlwhgPFdUg9fSRyVu8XnITIu3as2Msieh9ms9ngcrmQkJCAgIAA0XGIuiwiIgL5+fmw2+0sop/AynfW4dD2o22W7fnlAJaf/jc8+cODMITrBSUjIiLq+9hATZDQ0ED8/YnF+Nsj5+PipZMRFspbF4mo+2RyGTAuGFWNTaKjdFmYTCU6AlwuNyoNBuhjQkVHIfKamAFRuPShC0THIC9gj2TyN7xj4uSaTM1468EPO1x3eGcO7pz+FxzZzQFaREREnsKR6ILNmD4YM6YPxtatR1FT2yg6DhH5mQGzErC52r8myZTqfWPEvLG+GSNnDcevH28QHYXIK2JTo6FQ8qUfdY3T7oRcKe/0cyLyrg8f/wJ1FfWdri8+UoY7pjyEJcsX4vJHFrNP+gl89uz/UFtWB5lc1uZNLpe3vFfIOlj323uFvMPlsg7Wt1/X8fLj9+ts3bHlfeWCk9VshbHShKb6lvk7JJnU8nhlEiRZy/vjP5dk0nHL2n5+bPuWZX3reSIi38L/pHxAZaUJBYU1omMQkZ/RBWtwwOp/fdBt9TbREX6n40SL1D+cf8dZuOSB80XHID/gcrgAAIe+OoTMLzJhrjNDG6JF+kXpGHrhUACATNE3Rrq/8847uPPOO2E0GnvleOvWrcPs2bNRV1eH4ODgXjnmMVdddRWMRiO++eabLu9TXl6Oyy+/HFu2bIFSqey1x0neV55fia9fXnHS7ZwOJz5+6mts+d9OXPX4xZh8zjhePO3A2k82I3tvnugYPSJJUtsivaJt4d3t/m3D1g+6zt2jfbq9C2wWGyxN1u7v2E2tBXl52yJ7ZwX7Nus7KtD/9py3XvBQtL3oIlfIO1z2xws0He0vl8tbv5YnPI7iJMf5bd9jHyuUcsh+ey8/7r38D5/z9wRR1/AnxQccOlwmOgIR+aHoyTHIrS4VHaPbFEkBwEHRKVqYXaITEHmWTC7DhPmjce1Tl0KtVYuOQz7O7XIj5+cc/O+a/6Gpom2bsMwvMqGL0uG8t85D6vxUSLLeG+V3shGDjzzyCB599NFeO98xS5cuxVlnndXrx/WEl156qdsFrhdeeAFlZWXYt28fDAaDh5KdXG9frOiPvnzhezjszi5vX5BZjL9d+ByCIw0484qZmH/tHCQMjvNgQv9iabKIjtBjbrcbTocTTocTdtFhfJzL5QZcLc8VndyxgvzxBfdjBXi32w24W77/XC434HbD7XbD7XL/YVnLJOfHtj22H7r6ksH9+8Uc92/Hg9sNuUIOlVYFtVYFpUYJdUcfq5Utj0Eph1zW9sLG2LkjMeXc8Z566qgfYRFdMKvVjpU/HxAdg4j8UKPcN9qidNfBumqE6VSwNokfkV5j8t9/oog6csblp6GhthGX/fUiaAM1iEwMhzZQKzoW+QGXw4Wcn3Pw8cKP4XZ2XKxtqmjCxws/xiXfXoKBZw7stRHpZWW/Dyj59NNP8fDDD+Pw4cOtywIDf587yO12w+l0QqE49X9jtFottFqxPx92ux1K5cnbbvSkCJ6Tk4Nx48YhLa3nkwnbbDaoVOLnMunPjFX1WPn22p7tW1mPz577Fp899y2GTx+C+dfMwcwlU6EJ6N8XVW99+Vo8vuR5NJvMoqMQ+QyX0wWX0wW71fcuz9htDliae373grHaxCI69Yq+cS+mn/r8ix1YfPGr2LotW3QUIvJDZU3+M5no8ZpsdiRMihUdAwBQW9cEjT5AdAyiUxYUosNtr1yL+969HU989wCGTExDUnoCC+jULf+75n+dFtCPcTvd+Pbab3v1vNHR0a1vBoMBkiS1fn7o0CEEBQXhxx9/xLhx46BWq7Fp0yZYrVbccccdiIyMhEajwfTp07Fz587WY65btw6SJOGHH37AyJEjodFoMHnyZBw8+PutUO+88067tivfffcdJkyYAI1Gg/DwcJx//u9tkN5//32MHz8eQUFBiI6OxqWXXorKyspuPVZJkvD6669j4cKF0Ol0ePLJJ+F0OnHttdciJSUFWq0WgwcPxksvvdRmv6uuugqLFi1q/XzWrFm44447cO+99yI0NBTR0dFtRusnJyfjyy+/xHvvvQdJknDVVVcBAAoLC3HeeechMDAQer0eS5YsQUVFRet+jz76KEaPHo0333wTKSkp0Gha2p4ZjUZcd911iIiIgF6vx5w5c5CRkdG6X0ZGBmbPno2goCDo9XqMGzcOu3btwrp163D11Vejvr4ekiRBkiSP3FXQl7378KcwN576Rf+Dmw7huWv+haWx1+PFG/8Ph3Yc7YV0vq80p/3cQePPHIUBI5MEpCEiETZ8vhUOu38OQCPfwiK6IDt35uL1/1uDxkbP9wIjor4nwKBGVaN/FtEBoEDW1PXb+jwsfAhvbyb/9+e3b8V5t84XHYP8lNPuROaXme1auHSmsbwRWV9lwdmN9hKn6v7778fTTz+NrKwsjBw5Evfeey++/PJLvPvuu9izZw9SU1Mxb9481NbWttlv+fLleP7557Fz505ERETg3HPPhd3e8Si7H374Aeeffz7OOuss7N27F6tXr8bEiRNb19vtdjz++OPIyMjAN998g/z8/NbidHc8+uijOP/883HgwAFcc801cLlciI+Px+eff47MzEw8/PDDePDBB/HZZ5+d8DjvvvsudDodtm/fjmeeeQaPPfYYVq1aBQDYuXMn5s+fjyVLlqCsrAwvvfQSXC4XzjvvPNTW1mL9+vVYtWoVcnNzsXTp0jbHzc7OxpdffomvvvoK+/btAwAsXrwYlZWV+PHHH7F7926MHTsWp59+euvzvWzZMsTHx2Pnzp3YvXs37r//fiiVSkydOhUvvvgi9Ho9ysrKUFZWhj//+c/dfs76q7yDhVjx5upePWazyYwf/vMLbp/8IG4c/Wes/nBjrx7fl2RuO4K/XfgcsrYfbWkx8Run04kju3IEJiMib3I5XfjprZ7d0UN0PLZzEWTf/kLREYjIj4UlByMPRtExeqzYaMLEcbEo2CW+p7s+PhzoJ6OxqO/ShwaefCOiTsiVcmR9kdWtfTK/yMSwJcM8lKi9xx57DHPnzgUANDU14fXXX8c777yDBQsWAAD+85//YNWqVfjvf/+L5cuXt+73yCOPtO737rvvIj4+Hl9//TWWLFnS7hxPPvkkLr74Yvztb39rXTZq1KjWj6+55prWjwcMGICXX34ZEyZMQGNjY5uWMydz6aWX4uqrr26z7PhzpqSkYOvWrfjss886zHnMyJEj8cgjjwAA0tLS8Oqrr2L16tWYO3cuIiIioFarodVqER0dDQBYtWoVDhw4gLy8PCQkJAAA3nvvPQwbNgw7d+7EhAkTALS0cHnvvfcQEREBANi0aRN27NiByspKqNUtbUCee+45fPPNN/jiiy9www03oLCwEMuXL8eQIUNa8xxz/N0F1HVOpxMv3vQGXE7PTeCSu78AT1/+Mr7/v59x2yvXYuCo5E63ra82wRCu91iW3nZox1E8MP8JNJvMuGPKg4iID8Ntr1yLyeeOw+fPfQebxfdaVhCRZwSF6DB6tvdes1DfxSK6INnZFSffiIioE+pwLVBvFB3jlDRHykVHAADIDDrREYh6RGcIwJSF4zH3ilkYPn2o6Djk58x13esNbKnz7pwS48f/3ss0JycHdrsd06ZNa12mVCoxceJEZGW1vRgwZcqU1o9DQ0MxePDgdtscs2/fPlx//fWdZti9ezceffRRZGRkoK6urnVka2FhIdLT03v0WI557bXX8NZbb6GwsBBmsxk2mw2jR48+4XFGjhzZ5vOYmJgTtpfJyspCQkJCawEdANLT0xEcHIysrKzWInpSUlJrAR1oadXS2NiIsLCwNsczm83IyWkZzXv33Xfjuuuuw/vvv48zzjgDixcvxsCBA0+Yn07ss2e+ReaWwyffsBcc3HQIt4y/D2PPGIGU4YnQBmlRU1qH2vI6VBfXoKqoBsYqE9KnDML08ydh9JzhGDg6GTKZ797Y/vKtb7bpeV5VXINHzn8GOkMAHDa2dSDqT+5+82bED/KNdqLk31hEF6SiwiQ6AhH5MasWQL3oFKfm16pKjBwchvLDNUJz2OW+Ucwn6q5Rs4bhvndvFx2D+ghtSPf652tCNB5K0jGdzvMXPE80yWhTUxPmzZuHefPm4cMPP0RERAQKCwsxb9482Gzdmyj7j4/lk08+wZ///Gc8//zzmDJlCoKCgvDss89i+/btJzzOHycklSSpTcuKnvpjvsbGRsTExGDdunXttj3WU/7RRx/FpZdeih9++AE//vgjHnnkEXzyySdtespT1xVkFuG9Rz/16jldThd2rczArpUZnW6TufUIMrceAQAkD0/AXz+7B4k+2hbvrOvOwEu732i3vKm+WUAaIhKpN+aVIALYE10YpZJFGyLquaKmBtERTpnbDTgGip/0sN7M23nJP7ndJ54AkqirnHYn0i/q+khqAEi/KN2rPdGPN3DgQKhUKmzevLl1md1ux86dO9uNCN+2bVvrx3V1dThy5AiGDu34zo2RI0di9eqO+08fOnQINTU1ePrppzFjxgwMGTKk25OKdmbz5s2YOnUqbrnlFowZMwapqamtI7x709ChQ1FUVISioqLWZZmZmTAajSccST927FiUl5dDoVAgNTW1zVt4eHjrdoMGDcJdd92Fn3/+GRdccAHefvttAIBKpYLTKeZ7xV/9574P4BD089VV+QeLcOuE+/DLBxtER+nQOTfOxbTzJ558QyLq8/atPXjyjYi6gEV0QQwG8YUjIvJPwdFBqGhoFB2jV5Q1NSLAoBaaobKmEZLMR2Y5JeqGrd/uws3j7sWajzeJjkJ+Tq6UY+iFQ6GL6tpo78DoQAy9YCjkggaF6HQ63HzzzVi+fDl++uknZGZm4vrrr0dzczOuvfbaNts+9thjWL16NQ4ePIirrroK4eHhWLRoUYfHfeSRR/Dxxx/jkUceQVZWFg4cOIB//OMfAIDExESoVCq88soryM3NxbfffovHH3+8Vx5PWloadu3ahZUrV+LIkSP461//ip07d/bKsY93xhlnYMSIEVi2bBn27NmDHTt24IorrsDMmTM7bDFz/H5TpkzBokWL8PPPPyM/Px9btmzBQw89hF27dsFsNuO2227DunXrUFBQgM2bN2Pnzp2tFyuSk5PR2NiI1atXo7q6Gs3NHAl8IjVlddj+wx7RMbrE0mTFP654BS/e+H+io3To7v/chIj4sJNvSER92obPt6I0p1x0DOoDWEQXwO12Iy+vSnQMIvJTYWnBoiP0irhgPaKynWiutwrNYbc7EZ4aIzQDUU9l783Dj//teOQsUXed99Z5kOQnvqgoySUs/O9CLyXq3NNPP40LL7wQl19+OcaOHYvs7GysXLkSISEh7bb705/+hHHjxqG8vBzfffcdVCpVh8ecNWsWPv/8c3z77bcYPXo05syZgx07dgAAIiIi8M477+Dzzz9Heno6nn76aTz33HO98lhuvPFGXHDBBVi6dCkmTZqEmpoa3HLLLb1y7ONJkoT//e9/CAkJwWmnnYYzzjgDAwYMwKefnrhtiCRJWLFiBU477TRcffXVGDRoEC6++GIUFBQgKioKcrkcNTU1uOKKKzBo0CAsWbIECxYsaJ0sderUqbjpppuwdOlSRERE4Jlnnun1x9aX1FUYRUfoth/+8wtWf7hRdIx29KFBuPnFq0++IRH1aZYmK5Rq5ck3JDoJyd2Fe4FNJhMMBgPq6+uh1/vPjNy+6qtvduHV134RHYOI/FTS2cnYUVEmOkaPKOQyDAuPgLbGhaI9ZXDYfONW5SEKF46u3Cs6BlGPLFl+Hq7/x2WiY1A3ncrr6872tVgsyMvLQ0pKCjSa7vcsd7vcyP4pG99e+y0ay9vf8RQYHYiF/12I1PmpPn8Hz7p16zB79mzU1dW19u0m33Wq37t9yc6V+/DggidFx+i21DEpeGnzE1BpOr5IJdKdM/6CXzd7Z5JWIvJNl/31Ilz5t6WiY5CP6urrck4s6kV2uxP/fmMNvv5mt+goROTHym2+exu0Qi7D8PAIqKscaK42w+1yw+V0w+1yweUCrA02lDcWio7ZjjrCIDoCUbepNEqkjRuAc26cKzoK9RGSTMLAMwfirqK7kPVVFjK/yISlzgJNiAbpF6Vj6AVDW7cjIs8oOeqfAyWy9+bh8aX/xB2vXe9zLVSWLD8Pj2zmHRBE/dW1Ty1DZGI43G43JImvYajnWET3ouLiWhbQieiUhMYF4ZCxXnSMdhJDDEhAAMp3V6Bsu+8VyU+K8zOSn5HJJPx9xUMYNWuY6CjUx8gULd0eh5w/BMOW/P795bQ7W9cRkeeUHPHPIjoAbPtuN/as2o+piybi+qeXITIxQnQkAMDwaUNERyAiQYJCA3HBnWdDxXYu1Av4StiLrDaH6AhE5OcMo8Nx8iZc3qFVKjAxOgZjm/WwrqpE9qp8NNaaRcfqEafVJjoCUbcNmZQqOgL1YX+cNFTUJKI9NWvWLLjdbrZyIb+Td9APByMcx2axY90nm3Hv3MdRV+kbAz/0YUGITY0WHYOIBDj3pjNZQKdewyK6l2zbnoOH/vK56BhE5McCQzTYV1spOkar0bJQFHyfj5JM/58o2dEkdnJTou5yudzYu/qg6BhERNSL3G43svfmiY7RK0qOluGrF38QHaPVjAsmiY5ARF42bNpgXHTPuaJjUB/Cdi697MjRcqz8+QB+/Gk/wkIDMX36IFitdnzzvz2ioxGRn4uaFIOc6lLRMQAAwyIjkLuiSHSMXmNv8N0+80Sd2fjVNow4bSh0+gDRUYiIqBeU5pSjqb7vvCb59B/fYPGfz4U+NEh0FFz9xCXYt/YgDu/MER2FiLxAo1Pj6ZV/hSZALToK9SEsoveCouJarF79K37+5SDKy3+/Za2ktA6ffrZdYDIi6itUWiUONtaIjgEAUCnkwK+NomP0Kkt9k+gIRN328zvrsOmr7Viy/Dwse+hC0XHIh7h9pe8XURfxe7ZFVZFvvNbrLW63Gx898SVGzhyG4CgDgkJ0UCgVkCvlUKpa3iuUCihUCiiUcshkp3ajvNPpRG5GAQ5szMLBzYfw66ZDsJptiEqKQFRyBJRs6UDUL8jkMlz9+CUsoFOvYxH9FNjtTjz2xDfYvOWo6ChE1IfJ5DKEnx6LovJy0VEAAGPCopC/rW/canyMubZvXRSg/qPZZMY7f/0EWp0GF9x5tug4JJhS2VIgam5uhlarFZyGqOtstpa5SeRy/+q939sM4eJHbPe2L1/8AV92sa2LTCZBrlQcV2CX/1ZgVxz3sbz9NkoFbBYbDu3IRrOp/fw8ufsLkLu/oLcfGhEJEJ0cgZGzhqHoUAmytv1ei1Mo5bjwrnMwavZwxA6MQlxqjMCU1FexiH4K/vHsDyygE5FHSTIJMQsSsMdHCugAoGh2iY7Q65qqG0RHIOqxiPgwnHPTXNExyAfI5XIEBwejsrJl/oyAgABIkiQ4FdGJuVwuVFVVISAgAApF//731BChFx1BKJfLDZfVDrvVLjoKEfmoJ75/AEnpCQCAnT/txRMXv4BB4wbgtleubV1O5Cn9+1XKKaira8K69VmiYxBRHybJJMSdlYjdPlRABwBHY9/6x0ajUfKfNfJbsanR+MfPf4VKoxIdhXxEdHQ0ALQW0on8gUwmQ2JiYr+/6COTn1o7EyKivs5m+f3/tgnzx+B/xvcEpqH+hkX0HsrOqYTLxd59ROQZSo0CYafH+lwBHQDMtRbREXqVLkAFo+gQRD10zZOXIjo5UnQM8iGSJCEmJgaRkZGw23mBkPyDSqU65X7YfUFwhAHn3Tof/3vtJ9FRiIh8Ukctm4i8hUX0HkpICBUdgYj6sKA5UcioqBAdo0MBEVog58TbJI6NgRSjRqXdjEilFlKVHSX7K2C3OLwTshu0GiWL6OS3hk5KFR2BfJRcLu/3/aWJ/NGspVNZRCci6kBEQhhGnDZUdAzqx1hE76HoKANGjUxAxv4i0VGIqI+JGRyOfZXVomN0qims85FiYQkGSCOCsLOyCvjtGkD+byXqlNPCodhaB3OD1Qspuy5QzT+F5L/MjX3rzhAiov6uiaMsiYg6dNFd5/KuJRKK332n4K4/zUdkP5/8hYh6nySToFP7bn/jXyurEJbQ9nefNlCN1HkpyImz49fKqg73y6utg2Z6OJQ+VrSWV9WJjkDUI6NnD+MESkREfUx5HuczICL6ownzR+P8P50lOgb1cyyin4LExDAsWDBSdAwi6mNKs6qQWqVCqE4rOkqHXG43jsTaEX5WPFLnJGHgghRUj1Jhc00prA7nCfc9VFWNyDTfaYcVFKRB9k97Rccg6hGFyrcuSBER0amrLqkVHYGIyKdc+/dL8dj/7uv3k0+TePzv6xRs2XoU73+wWXQMIuqDyo/UIKopCNohepTUm0THacfhdHU64vxklDplL6fpuQHhOhy0cuI98j+pY1Jwz39vER2DiIh6Wf7BQtERiIh8SlxaDBRKli9JPH4XdkNxcS2+/X4vUgdGos7YjDf/ux4ul1t0LCLqo2pLGqCqtWD8oFCoIrSwqYEj9bUwWXyrp3h3KbS+86enZucR0RGIeqSqqBrhsb5zVwcREZ26/9z3AbZ9v1t0DCIin/LCjf8HdYAaExeMER2F+jnfqWT4OLvdiT/d/SHq6ppERyGifsRmtqMoo6L188gwLQZNicau8nKBqfqGpPgQFK/mP6rkn4ZNGyI6AhER9aIDG7Pw2bP/Ex2DiMjnNNQ24vHFz+OFjY8jdUyK6DjUj7EnehdlHSplAZ2IhGuoMaPo+wJMM0SLjtJjjmaH6AgAAIPZIjoCUY/VVRhFRyAiol703qOfio5AROSzLM1WZO/NEx2D+jkW0bvIzbYtRORD8jcWIzJIJzpGz7jF/z7VaJTIXckJRcl/6QwBoiMQEVEvyVj/K/at/VV0DCIinxYaEyI6AvVzLKJ3gdvtxhdf7xQdg4iolcPmRJosSHSMHlGEqERHQGqsAeZ63l1E/mvUrOGiIxARUS+wWWx47Y63RMcgIvJ5ChU7UpNYLKJ3wQcfbcHmzUdFxyAiaqNgUwmi9YGiY3SbRSV+JLo5q1B0BKIeUyjlmHvFTNExiIioF/z77neRd4CvS4iITubIrhzREaifYxH9JLIOleLd9zaJjkFE1I7d6kBkoRsBKqXoKN1SbRPbizwmSo/8TVlCMxD11NwrZuKWl65BGG9nJSLyWy6XCxu/2o67Tvsrvvv3z6LjEBH5hZVvrxEdgfo53gtxEi+9/DNc7IdORD6qIrsWI8PjsF2q9oVW411SYjRh9MgoFO2vEHL+SDlQKeTMRD2TMDgWE+aPweRzx2HMnBGi4xARUQ+ZG8346a21+OaVFSjNEfM6iIjIXzXUNoqOQP0ci+gnsGnzERw5Wi46BhHRCeVtK8HUeSnYXFMqOkqXOFwuHNY3I3lgCCpz6rx6boVChsJfMrx6TqLu0gZqoNIoccOzVyAqOQLDpw+BXC4XHYuIiHrI5XLh479/jS/++R0ajZyThYioJ+qrG/DDG6tw9g1zRUehfopF9A7U1DRizbpMvP3ORtFRiIi6JHtlHsaek4Q95f5x4a/BYkN5ghKhTYEwlntvREFaQiiOrORE0eSbJiwYg9lLp2HqogmQJAkBQVrRkYiI6BTVV5vw90tfxJ5fDoiOQkTk977453c+X0Qvy6vANy//iH3rDmLoxDTMvmQ6Rs0aJjoW9QIW0Tvw5/s+QUFBtegYRETdoqywi47QLVWNTQgcGQJ4sYjuLmIjF/JN1zx5KZbedx5kMk5XQ0TUV2RtP4rHlzyPqqIa0VGIiPqE4iNlyP+1CMnDEkRH6dDmb3bg6ctehqXZCgDIzSjAD//5BelTB2PxPedi4oIxUGlUglNST/E/tT84eLCYBXQi8ksuh0t0hG7Lq61DWILeK+cKDdEhm61cyMekTxmEFzY8hkseOJ8FdCKiPmTrd7twz8yHWUAnIuplqz/0za4Rqz/ciMeX/LO1gH68zC2H8bcLn8MDC56E0+Hs9Bh1FUb894EPYbPYPBmVeogj0f/go0+3io5ARNQjTrsL8MO2ySEDQ1BTZPL4eRKCVDjo9L8LDdR3yeQyXP3EJRg+fajoKERE1Iu2fb8bjy9+HnabQ3QUIqI+Z/UHG3DNk5dAkiTRUVrt+jkDz1792gkL5ACwf30mFgVfibRxAzB0UhqUaiVqy42oqzSiydiMugojio+U4ae31+Kiu8/FebfNhyZA7aVHQSfDIvofmOrNoiMQEfWI0+4ENKJTdJ8l0PPnkCSgYnOm509E1EUqjRIvbXkSqaNTREchIqJetP2H3XjsoudYQCci8pCq4hrs+HEvJp01VnQUAEBBZhGeWPrPkxbQj7E0W3FgYxYObMzqdBtjZT3evP8DfPnCd7jsr4ux8JZ5vRWXTgHvG/6DSZMGio5ARNQjLpt/jrLOb/D8KPSBiWGoOlLq8fMQdUXCkDjc9sq1LKATEfUxh3Ycxd8u4gh0IiJPe+GGf8PtdouOgcM7s/HQ2U+hqb7ZI8evq6jHK7e9ifJ8zu3lCzgS/Q/mzR2Bt9/xzf5KREQn4vDTf9hqmpoxPDkYVflGj51DU+f5Qj2JFZUej7D0REghQai3OWG3O+F0uVvenK7WN8dv78NCAxEFJ7K/2wFro8UrGedeMROTzh6H0y6a7FO3nxIR0alzOp146eb/wG71r4neiYj8UU1pHQoyi4VNMOp2u/HhE1/ig8e/6PII9FNx39zHcMtL1/jM6Pv+ikX0P4iM1CM+PhTFxbWioxARdYvDh0eip4aHIrJJCUkpwa2WwSF3wwlAY3ajobABlYV1Hjt3oE6N7J92eez45H3qIA3ix6dBmxgBi1KJ0upGlDZYUFpnBeraT+TTkYpKEyoABJ0xDsNDtChetRfGYs9M/hYYrENkYjju/s9NUCj50ouIqC/KWJeJ7L15omMQEfUb2XvzhBTRS7LL8Mby97Hlfzu9ds7SnAp8+MQXLKILxv/kOjByRAKL6ETkd+xW3xuJHhGoQ6pDh9yVRWgQdLddfGQQjpo5u7m/i5+YhuDhyai1u1BSXo8jLjdQXH/Kx21osCCjwQLlsIEYumA8jDsOoywj/9QDH6fZ1IzLHl4MmVyG4iOliE2NhkzGjnpERH1J8WG2jSMi8qZmk/fmNKwtr8OeXw5g63e7sOmr7XA5vT+ALWvbURQdLkHC4Divn5tasIjeAZVKLjoCEVG3OaxOAL7x+0sukzAhPAal60uQ2yT2oqQPtMqjHkqcPBj6YUkobbCioKYRBQWe+16yO5w4mFsNhIdh0LWDIRVWIHvVvl45tsvlxnPXvIYPHo9EbkYBzrxqFpa/dWuvHJuIiHxDeFyo6AhERP3KkV05Hj3+4Z3ZePP+D5B/sAjGKt9oD7rzp30sogvEInoHlLzVmoj8kM3qgC8U0dPCQxGQa0PeDt+4pdkNVtH9hiQhaepgBA1JRInJgrzaJiDfMy1WTuRIfjUAOeIvm4MQqxVHvt0Bxyn2uG02mZGbUQAAnFCUiKgPGj59CCRJ8omJ7oiI+oPJ547z2LE/fPJLvPvwpz73O/2tBz/CoHEDMHz6UNFR+iVWizug1SpFRyAi6jYJQKhOi9om793WdrwgjQojVKHI/bkQJpfvvNjwsdc99AeSTELStKHQDYpHSb0FuXViCucdKS6rRzGAkHMmI1GnxKHPNsFhOfXWQKcvm3Hq4YiIyKfow4Iwdu5I7P45Q3QUIqI+T5IkTDq79/uD5+4vwNt//Rjbvtvd68fuDVazDX8592m8c+RlBEcYRMfpd1hE74BGoxIdgYioR4bKDNgM7xXRlXIZUkJCECZTo2pHBXKqC7x27q7yoXo+/UaSSUieMQwBabEoqjMjx9jsM4XzjtQZm1FnBBIWz4Bz92FUZBaf0vEKD5Vg+LQhvROOiIh8xiX3n88iOhGRF6i1Kvz77ndRkl2OifPHICIxHKNnD0NQSGCb7bav2INRs4ZBE6A+4fGsZiuevfo1rP9sqydj94qm+mas+XATLrjzbNFR+h0W0f/g8OEyfPKJ7//QEBF1JGd9IVLOiEJebV2P9g9UqzDcEA6pzg5JKUFSyACFBLdMgksGuCQ3XBKgtgGWMjPKD1ej3laKU5/e0XNcHIruEyS5DCkzh0E7IBaFtU3IrjcDeb5bOO9IUakR2pR4pKcnIvOLLT0+jrXZ2oupiIjIV4yaNQxDJ6cha9tR0VGIiPo0S7MV3/5rJQC0XrxUKOUYOTMd866ajZlLpmL3qv34yzlP4a+f3Y3TLprS6bFMNQ3468Knkbn1iFey94bX734Hu37eh799cy+UKnbT8BYW0Y/jdLrw5NPfwdRgER2FiKhH3C43QstdyOvmDTUJwQYkurQo3FqKPLNv9DLvLSyiiyPJZRgwazg0A2KQX92IoyYLkFctOtYpMVvsOGABhl8/H/mfbYS5vkl0JCIi8iFTz5vIIjoRkQAOuxN7fjmAPb8cwPPXvQ5JkgAAhgj9Cfd79prX/KqAfszOn/bhvw98hJuev1J0lH6DRfTj7Nqdh+LiWtExiIhOSfH+SgyN1yM4yQB3sAK1LisK6oywOpxttpMkYHhkJLTlDhSsLkN2H601+9pkMP1BwsQ0GEakoNBoxhFjM5Dr34XzjhzMrULUggkIzy1B0Y6uF0tUGiUShsR5MBkREYmUMjxBdAQion7PZrEDaHntvfPHvRgxYyhkMlmH21YV+dfdscebet4E0RH6FRbRj1Ne4csNCYiIuq622ITaYlPr52EKGQLDA6BUK6BQyyFXyWE2WlC5s0hgSu9wuUQn6B8iBsUieupQVNhcyK8w+XSP895SUdUAZUgIhi+bhYMfre/SLLbn3jwPkQnhXkhHREQinGzEIxEReY/NYsenz/wPGp0Gl/31onbrq0tqkLMv3/vBeoFKo0TiUA7O8SYW0Y8TFKgRHYGIyCOcDhfqyxtFxxCC7Vw8RJIQNzoFIemJqFcqkV9Ui/Iio+hUXmd3OJFR3oDB156Jyu93wFR+4vkI4gfFeikZERGJkDZuAKKSIlBRUCU6ChER/WbT19txyQPnQ66Qt1le58eDaW0WO5rqmxEcYRAdpd9gEf04332/V3QEIiLqZU4ORe8VkkxC7JgBCBmSAJtWjeLqRhQ2WFBY3iA6mk84nFeNkGnDMdBYj5zV+zvcJiBIizMuP83LyYiIyJvkcjnOuelM/PeBD0VHISKi3wweP7BdAR0A7Fa7gDS9I21sCuJSY0TH6FdYRP/N2nVZyNjf99saEBH1Ny4XR6L3hCSXIX7cQBgGxcGqUaOosgGFTdbfiuYsnHekztiMOiiRft08VK/Zh5rcijbrQ2OCoVC2f/FORER9S1waixpERL5k7Seb0VDXCEO4Hi6nC2V5lSjILEZt2YnvIvVlM5dMEx2h32ER/TdvvLlWdAQiIvIAFtG7RqaQI358KgxpsTCrVCiqNCG/2QaUsWjeXZl51VAPTsbw04bjyOebYGuyAgAUKgUkmSQ4HRERedqIGUMgk8vgcvJuOCIiX2ButGDjl9tFx+g1MrkMsy+eKjpGv8MiOoDq6gZUVJhOviEREfkdq9UBSSbBzWJ6GzKFHAkT06BPjUWzUomiChPyzDaglH8Pe4PV5kBGkRHhZ09GirkZh7/bifyDRTi8MwfpkweJjkdERB4UHGFAdEokSrPLRUchIqI+aMaFkxCZGCE6Rr/DIjqA2rom0RGIiMhDGpusGLpgHI78sEt0FKEUaiXiJ6QiaGAsmhRyFJWbkGuxAyX+O5mOP6iuaUQ1gNRrzgSyCqBSK0VHIiIiL1BrVaIjEBFRH6QN1ODi+88XHaNf6rdF9MZGC1avzURGRiG2bc8RHYeIiDzIFhkqOoLXKTQqJExKgy45Gk1yOYrK6pFjcwDFRtHR+qXsghqExkchdUyK6ChEROQFNov/TlZHRES+acCoJPz107sRPyhWdJR+ye+L6LW1jTh0uAyjRiZCp1O3W+90ulBQWI3c3Crs3VeAbdtz0Nxshd3uZJ9cIqJ+IqewBonjBqJkd9+9aKrUqpA4eTACkqLQIMlQVG5Ets3JorkPuWTpZNERiIjIC9xuN4yVvNOLiIh6z9k3zMUtL14FlYZ3Ooni90V0SZLwwksrYbc5MGBAJPR6LYKCNGhutqGqqgFHjpbDZnOIjklERILpx6b2qSK6OlCD+EmDEJAYhQZIKCwz4ojdCRT57wzzfdnAAZFYdN440TGIiMgLcvblo6m+WXQMIiLqIy686xzc9PyVomP0e35fRK8zNqG+vhkOhwv7MgpFxyEiIh91uKgO+phQmMpqRUfpEXWQBgmTh0ATHwGTGygqM+KIwwUU+ufj6W/+dPuZkMtlomMQEZEH2Sw2fPjEl/jhjVWioxARUR8gSRLOuv4M3PDs5aKjEPpAER0AdDo16uvNomMQEZEPs9udSDxrPA7+92fRUbpEa9AhbvIgaOLCUe90o6isHoedLJr7o9NmDMbw4fGiYxARkQeZG814bPHz2LUyQ3QUIiLyczKZhHHzRuPqxy9G2tgBouPQb/y+iK7RqGDhpC1ERNQFGfk1GHH9fBz9YA3sZpvoOG0EhAYibuIgqGPDYHS6UVRqxGGHGyhg0dyfKRQyXH/tLNExiIjIQ3au3Iet/9uJDV9sRX11g+g4RETkxyITw3HmlbNw1vVnICI+THQc+gO/L6KHhugQHR2MgoJq0VGIiMgPHMitQuLi02DZfBA1OeXCcujCgxA3cRBUMWGosztRXFaPQ3YWzfuac88Zg7i4ENExiIiol7ndbrz36Gf44PEvREchIiI/pw8LwqUPXoDzbpsPhdLvS7V9lt9/ZX7NLEE9J20hIqJuKCypQ9CIgRiYHImc1fu9ck5dhB7xEwdBGR2KWpsTJeX1yLK6gfwar5yfxDifk4kSEfVJ/3fPu/jyxR9ExyAiIj8kk0kYOCYFI2cMxciZwzDuzJFQa9WiY9FJ+H0RPShQA6ORRXQiIuqehgYLmmQqjLhiNg6+t7bXjx8UZUDcxEFQRIWi2mJHaXk9Mi0smvcnGo2So9CJiPqgtZ9sZgGdiIi6bcCoJCy8eR6mnjcBIVHBouNQN/l9EX3nrlzREYiIyE+5XG5klJiQfv08FH62Ceb6pm4fQ6FWIjghDIExoQiIMEAK1aPGbEdpRT2MzS4gj+3G+qvUgVGQJEl0DCIi6kUFmUX453Wvi45BRER+JiopAs+teRRBIYGio1AP+XUR/bPPt+OTz7aLjkFERH4uM7caMWdPRHyNEQ6LHXC74Xa54Ha7AXdLoVwVGgi5Tgu3SgkbgGabA/UNVpgazKhwAxUAUG8D6lk0pxann54uOgIREfUiq9mKJy95EZZmq+goRETkRyRJwoMf/YkFdD/n10X0JYsnYeeuPOzeky86ChER+bmyChPKIAMUnfSiM9pa3oi6aM2aTJx37ljRMYiIqAeqimuw6r31qCysxtTzJqCmtBYfP/U1ynIrREcjIiI/s/iec5E+ZbDoGHSK/LqIXlhUA1ODWXQMIiIionZmnjZEdAQiIuoip8OJgsxi7Ft7EBu+2IrMLUda7kgD8MMbqwSnIyIif6RUK3H7q9diwbWni45CvcCvi+gAcPQoRwJ0lyQH4AbcLtFJiIiI+iaZTMKkiQNFxyAiH2Gz2mGsMCIsNhRyhRwHN2Xhrb98DGNFPfThQUgeloizbzgDaWMHwOl0oqa0DhHxYR6bV8Fus8PSZO03t5VXFFRhwxfbkHegAEWHS9FY14jTl52GsXNHInZgFIIjDPj65RX4vz+/JzoqERH1AZIkYezckbjqsaUYMjFNdBzqJX5dRC8rM4qO4NNiJ4cDY1SoVDTD4rbD7HKg2WmDxelAiEqLdEcEnPusKNvB/r1ERES9yeVyY+PmI7h4ySTRUYhIsK3f7cIji56B2+2GSqNE8vBE5Gbkw2F3tmxwGPh182Gs+M8vGD9vFLL35qGuoh6aADXC4kIRGhOMsNhQqDUqAIBCpUBgcADi0mIQEKTFgY1ZMNU2wNpsQ6OxCY11TXA5XdDo1NAGaWGI0CMk0gC5Qo7io6UozCpBeV4lAGDcmaMwbMpgSDIJdqsdLqcL2iAt9KGBCIsNQURCOHSGANgsNijVSoREGaDWdtL2zMvyfy3CvjUHUXK0DHKFDG43EBQaiNGzhyH/12K4nC4oVAoc3JyF1R9shMvZdgTRu498incf+RQAEKDXwuXgCCMiIjo1AXotzrxiFhbeOg8Jg+NEx6FeJrmP3aN2AiaTCQaDAfX19dDr9d7I1SVZWaW4/c734XKd9CH0G4YEHUJmhyBHb0Sxpb5L+8Rq9EhtCkHVt1VoruEkOURERL1h8uSB+Pvji0XHIB91Kq+vffW1OXXusSXPY+MX20TH6BUDRycjfcpgJKXHIzjSALvVDofNAbvNAbvFDpfLBZ0hAJJMhgMbM1FdXIOm+mY0GpvhdDjhcrqg0iihD9dDZwhAdFIEkoYlwNpsRVN9M0pzK1BypBSWJivUAWrED47FmNnDERQaiF8+2IBD24/CbnOgobZR9FNBRETU6uwb5uLG5y6HNlArOgp1U1dfW/vtSPQ9e/KxZm0mC+gAILmRcEY0TENcOGiugAsmwNL13UstJpTKTQhZqsXI0ljkf1PquaxERET9xJBBMaIjEJGPWLr8vD5TRM/Zl4+cffmnfqAjZV3aLHtvHtZ9svnUz0dERORBs5ZOZQG9j5OJDtBTH368FSt+2i86hlDKADlSFsfBdZsem5JKsd9cDhd6flGhzmbG+vAiBN4RjtBUjmoiIiLqqYkTBmDxRRNFxyAiHzF4Qio0Ab7RBoWIiIh637f/+kl0BPIwvy2iO5xO0RGE0UVokHR1PKqvlGOdoRBFZmOvHv/X5gqUz3cgIJQv9ImIiLoiODgAWq0KOl3L384pk1Oh1aoEpyIiX6IPDxIdgYiIiDxk89c7kLu/QHQM8iC/LaLfdMMcBAVpRMfwurA0PWqXyLBBXgCj3eyx85RZGqC5NNhjxyciIupL7r/3HHz79Z14963rMXHCAIwZkyQ6EhH5mC5MRUVERER+yuVy4+OnvhIdgzzIb4voQ4fEwmy2iY7hVVFjQpA314Jya4NXzrfXUorkZfFeORcREZG/0mpVGDsmCXK5DKGhgXj670uQmBAmOhYR+ZCje3JRVVQjOgYRERF50K6VGaIjkAf5bRG9sdGC6CiD6BheEz89Ar9OMqHO5rnR5x3ZHFCE2EnhXj0nERGRPxk8OBoKhVx0DCLyYZ/84xvREYiIiMjDGo1NsDRbRccgD/HbInpVdQMaGi2iY3hF1OhQ7EqvRpPD+yPvHW4XcsY3QRfR/1rnEBERdYXD7hIdgYh8WPHRMmz6cpvoGEREROQF5XmVoiOQh/htER0AZJIkOoLHqYOUKJ1ug9XlEJah0toI5cVBgMQ+jkRERH90+unpoiMQkY8yN5rx90tfhMvF19FERET9Qc6+fNERyEP8toi+Zm0WzBa76BgeF3xFOIot9aJjIMNcjuTLE0THICIi8ikDUiIwe+ZQ0TGIyAeZahrw6AXP4ujuXNFRiIiIyEuKDpeIjkAeohAdoKeuvfo0bN+ejeycvnubRPIFsVhvLRIdo9UWdRFGjwxF5f460VGIiIg8Ji0tCgNSIrFmbSbsdmebdfHxoYiNCcZVV85AUJAGgYEa6PVaQUmJyFet+XgTXr/zbRirTKKjEBERkRd9/fIKrP1kM/ShgYhOiUT8oFiccflpiEuNER2NTpHfFtEBIDhYJzqCx4SnB2NHRDngPPm23mJ3u1A70w1ZpgSXg7ekEhFR36HVqhAaosO0aWm48vLp0GpVuOrK6Th6tAKr12Ri+44cREcb8OB95yI1NUp0XCISbPeqDKz/bCuCQgMxZFIaEofEIjIpApYmK166+Q1s/nqH6IhEREQkQLPJjGaTGaUADu3IBgB8+o9vcOVjF2PJ8oWQ+kFr6r7Kr4vodru4PuGepAyQo+Z0F8xm32tXk2OuwWnLElHwLm9PISKivkMmSXjs0QuQkhLRuiwq0oCoSAOmTxuEpiYrdDq1wIRE5AsO78zGmw98iH1rDna4Xq6Qw+nwoVEwREREJJzd5sCb93+Ab//1EyYuGIPTFk/BmDkjRMeibvLrInqz2SY6gkdEXhGNLeZC0TE6tVVVjNEjQlB5wCg6ChERUa9oarZiz978NkX047GATkQA8JdznjphixYW0ImIiKgzlYXV+P7/VuH7/1uFpPR4DJowEOPnjsLMpVMhl8tFx6OT8Osi+twzhuPo0QrRMXpV8jmxWO/w3QI60NLWpW4WIMtiWxciIuo7bDYWv4ioc8VHy9jjnIiIiHpFQWYxCjKLserd9cjZl48ZF00GABjC9YgZEIWCzCJ888qPqK82QZLJcPb1Z2D49CFQaVSCk/dffl1Et1n7VjuX0NQg7I6vAPzgYWWbazDz0iTkv1csOgoREVGveP/DzZg/bwRCQvrunCtE1HO/bj4kOgIRERH1QZ899y0+e+7b1s8Hjk5G3v4CuFy/D1zd8PlW3PDsFVh8z7kiIhL8vIhuajBDkgB3HxgMrdIp0LhAgUY/alGzRVOMUcOCUfWrUXQUIiKiU6ZUytHYZGURnaibVry5Gtl789BsakZYTAhSRibBEB4EfVjLmzZIgwB9AFRqZa+fu6GuEd++thK7V2WgNKcc6gA1BoxMQuroFMxcOhXxaTG9cp7mBjO+fOH7XjkWERER0Ynk7MvvcPnKt9ewiC6QXxfRz1owCt9+txcWi+9NwNkdMoUE3TWh2GcuEx2lW+wuJ2rnuKHIkcNh4S3wRETkvyQJuPnGOUiIDxUdhchv2G12PH/t61j94caTbpswJA5PfHc/YgdG99r5f3hjFd5Y/j6aG8xtlpdml2PTV9vx7iOfYuzckTj7hrkYN3ckAoK0PT7XqvfWI++Ab7dcJCIior6tILMYlYVViEzseB4n8iyZ6ACn4qef9vt9AR0Aom6I8bsC+jG55lpEXh0lOgYREVGPSBLwp9vPxPvv3oT580aKjkPkN2wWGx45/9kuFdABoOhQCW6f/CDyDhSc8rldLheeu+ZfePGmN9oV0I/ndrux++cMPHbRc7gw/GrcO/cxZG0/2qNz7vp5Xw/TEhEREfWe9Z9vEx2h3/LrkegqlV/HBwAkXhuPjbZT/2dCpK32IsxalIC8b0pFRyEiIuqy0+ekY/SoJJx91ijRUYj8zu5V+7Hzx73d2sdU04AHz/o7XtryJCITwgEANWV12P79bhQfKUV5QRUUSjkCDTrow4MQFBKIokMlyNpxFJYmK8LjQmFttqLkaDkajU3dOrfD7sTe1Qewb81BzLtqFm7/1/Vdbi+Tu78AO1Z077ESERERecIv769nSxdB/LYKXVVlwpdf7RId45QkXxKP9ZJ/F9CP2R5VjmHsj05ERH4gMFCNm2+cgwXzWTwn6qm0sSk92q+6pBYPzH8CExeMRfGRUuz8aR+cjq61BSzNLu/ROY/ndrvx09trUVVSi799vRxqrfqE26/5eBPeWP4eXE7XKZ+biIiI6FTl7i/Av+95Fzc9f6XoKP2OXxbRHQ4njmZXoKnZKjpKjyWdE4MNur5RQAcAs9OOitkO6EpVMNf5z+SoRETU951z9mio1Qrs2pWHgsIa/PnuBThtxhDRsYj8WnhcGIIj9DBWmbq9b2FWCQqzSjyQqut2/5yBB+Y/ifvfv73DvqJH9+TiX3e+jYObDglIR0RERNS5L1/4HsOmDsaMCyfDYXfA7XZDqer9CdypLb8rotfXN+OGm99GfX3n/Q99XfIFsdgcVgK3W3SS3lVkqUfEpToMORKFwlUVouMQERFBkoCLl05GbEww8vKq8MOKfQgLCxIdi6hPiB4Q1aMiuq84sDEL1w2/G49+tRz68CDUlRtRV1GPAxsy8fO76+By9bEX60RERNRnPL7kn0gcGoeSo2VwOV04/bLTcO87t510P5fLhYLMYoTHhSIoJNALSfsOvyuiBwSo4XS6YLM5REfpkeQr47FeWQD00dfkVdYmVCU1YeKt8Wj8rA5NVRbRkYiIqB+bOGEgYmOCAQApKRG47da5YgMR9SGxA6NwqIcTdfoKc6MF9535uOgYRERERN3idrtRkFnc+vmq99ZjyfLzkDwsod22TqcTnz/3HQ5uysKvmw+j0dgEmVyGyMRwOB1OKJQKXP7IYsy9fKY3H4Lf8bsiulIpx5DBMdiyNVt0lG6R5EDMDbFYb+87LVxOZIe1GMEXaTGqOBb535cAbkl0JCIi6ocmTx4oOgJRnzVwVDLWfLRJdAwiIqJTFhQaiLDYEARHGmAID4JOHwBtkBZKtRJyuQySTILD5oCl2QpLowXmJguszTbYrHY47U5odGqoNEpIMhkcNgea6pvRUNsIU00DXE4XFCoFHDYHmk1mWM02uPtaawLyCYEhug6X71+fif8+8GGbZS6nC+V5la2fv37XOwiNDkZ4XCiiUyI7nTfG7Xbjf6/9hJx9+QAAfVgQUsekIG1sCqJTIqFQtpSabRYbcjIKcGRXDvL2F8BqsSEqMQJL7j0PAUHaXni03ud3RfTyciMy9heJjtEtKp0CgdeEYavZv3KfKqPdjPVRRYi9VY80UwhqVteioaRZdCwiIupHtBr2BiTylLlXzsKb93/IQgAREfk0mVyGqKQIxAyMQmRCOEKjgxEWG4rw+FBExIchMjEchnC9VzPZLDY0mcxw2h1wudxwu9wwVpmg0akRnRwBhUoBt8uN+uoGlOWUw2Z1QKGUQ66Qw9psbSnQ1zaiobYRjXWNqCmrQ3VJLUqzy1FdUuvVx0K+44aR92DiWWMw++LpmHTW2NblIVHBJ923obYR9897AgCQPCwBC2+dj7jUaFQUVCF9yiAkpbeMcH9j+fv44p/fdXocmVwGtVYFm8Xe4eTxP761Bjf/80rMWjqtm49OPL8roj/1zPdoavKfCUUDIzWwX6zF3uZS0VGEKbWYUKoyQX6WhJHqGAQeBorWVMDd/meJiIioVzU2+s9rBiJ/ExJpQFBoIEw1DaKjEBFRPyeTyxCXGo24QTGITopEVHIEEobEIWZAFKJTIqFS+9bACpVGBZVG1WZZVNIfJrqWA2ExIQiLCenWsZvqm1CeXwVTTUPriPj66gbUV5lQlleBkiNlsDRZYGmyor66gRfD+5CG2kas/mAjVn+wEWdcfhqGTEyDPiwIO3/a263j5P9ahJdv+U/r55IkYeTMdDTVNyN7b94J93U5XTA3dt7aubasDk9e8iIC9AGYuGBMt3KJ5ndFdLdLdIKuC00NQuV8N0qaq0VH8QlOtxt7LaVAEhBxkw5DzeEwrTWiLq9RdDQiIuqjnE4/euFA5IcmnzsOP7+zTnQMIiLqB2QyCaExIYgZEIW4tBjEpcUgJiUSycMTEJcW09pGor/TGXQYOKrjth5/ZG40IyejAHn7C2CsMsHcYEZ5fiXyDhSiNLuck2z7sV/e34Bf3t/QK8dyu93IWPdrrxzrmEfPfwa3vXodzrru9F49rif53W+Yhgaz6AhdEj0mFEenNKHWwvYlHamyNqFK1gTZ6RKGa6MQnK1A8S/lcNr5C5qIiHqPw8EiOpEnKRRy0RGIiKiPkCvkSEqPR1xaNCLiwxEWG4LQmBBEJoYjIiEM4XGhUKp8a0S5v9MGajF82hAMnzak3TpLsxUV+ZWoKKhGRX4lyvOrUF1Sg6riGuRmFKCpnvUu6jm7zYEXbvg3cjPycdsr14qO0yV+V0Q/f9F4vPjyStExTkilU6BgqgW1Vv5CORkX3NhvLgfigJDrtRhui0TTBhNqjphERyMioj6AI9GJPMvSzJZJRET0O6VKgajkCIREBUMbpIFaq4JKq0JAoBYBei3UWjWUGiW0gRoERxoQoNdCZwhASJQBEfFhHE3uQzQBaiSlJ7T2wj6e2+1GeX4lio+UoehQCfIPFiHvQAFyMgpgt9oFpCV/tXtVhugIXeZ3v52mT0vDS6+shC+3bIpcFoWj1kLRMfxOnc2MjSgATgPS50ciIl+N4p8r4LCweToREfWMw8m/IUSeVFVcIzoCEREAYMDIJNRXm1BTWic6So8oVQoo1UrIlS13+EiShAC9FpoANQIMAdDo1FBrVZDJJECSoDMEQKcPaC1SK9VKyGQSJJms9ZiS1NIrXK6QQyaXQSaTYLc64Ha7IVfIIVfIIFcqWt7LZS07AHC73FCoFNAEtBxboVTA7XbDarbB2myFJEmQK+RQB6ig0WmgDdRAZwhAYHAAtIFaIc8feZckSYhJiUJMShQmzBvdutzpcKLwUAkKfi1C/q9FKDpcisrCalQVVaOu3Mj2MNSOP31P+F0RPTQ0EOlD4/BrZonoKB2KmRiOra4i0TH8XmZzJRAJ6K/WYIQzGratTag8YBQdi4iI/IzT6T8vyoj8UcmRMtERiIggV8jx0pYnIZNJyN6Xj6rCatRXN8DldLW8uVreOx0uOGwO2G12OGwOOB0uuN1uuN1uBAbroA5Q/77Pb/u5Xb8VnJVyKH4rOMtkMijVLeUUt7ul9qxQKX6bLFL528dKBIYEQq1VIUCvhVL1h/KLJEGhlEOlUUKlUUH6rYBN5M/kCjlShiciZXhiu3UOuwPVJbWoKqpBVVE1Kn97X1Vc07qsvpqTlZPv8rsiOgDMmD4IWYdKfe5qhUItQ9kkK1xm38rlz0x2CzajEJgEDJodjpgiLYp/5Oh0IiLqGqeDfy+IPMVU04DacqPoGETUBwUEaeF2u2FutHRpe3WACpoANQAgffIgYPIgT8Yjoh5QKBWITo5EdHJkp9tYzVZUFdWgoqAKh3fmIGvbEWRuPQJTDYvrJJ5fFtGXLJ4EpVKBV15bJTpKG3GXxmKDuUB0jD7rSHM1joQBwVdrMMIeg4bVRtTlNYqORUREPow90Yk8pyyvUnQEIuojhkxMxdVPXorwuFCEx4VCHaDCVYPu6HIR3dxgQe7+AgwYmeThpETkSWqtGvGDYhE/KBbj5o4C0NJ/vehwKTK3HMavWw4jc+thFB0qhduX+zxTn+SXRXQAOH/ROPywYh9y86pERwEARI4IxlZFEcCfYY8z2i3YiALITpcwUhuNwF8lFK0tB9y8/Y2IiNpqNttERyDqs9Z/ull0BCLqI868ajbGnj6i9fNNX29HeTcu1Lndbmz+egeL6ER9kCRJSBwSh8QhcZh/zRwAgKm2AVlbj+DonjwUHS5BYVYJCrOKYbNwUlPyHL8togOA3uAbE1ZIcsA4S4LdzNFu3uSCG/vMZcAAIC5dj9S6EFT+WIXmWqvoaERE5CMKCjjpIZGnZKzPFB2BiPoAhVKO0bOHtVn2/f91/a5zlUYJQ4Qepbnl2LlyHxRKOQL0AQiNDobb7YYmQA19WFBvxyYigfShQZh09jhMOntc6zKXy4XyvEoUZBbj8M5sHNiYhaO7c7t8RwvRyfh1Eb2y0iQ6AgAg6eJ4rGcbF6FKLCaUaE3QLFZgjCwWzm1mVGbUQRuihjpYBbVeCaVeAZlODlmADG6tBJcKcChdcChcsEpO6BxK2Nc1oSqrXvTDISKiXsJ2LkSeU5HPdi5EdOpGzhqGhMFxrZ9XFlZhz6r9AIDh04cgPC4UwREGBEcaEByp/+397x/r9AGiohORD5HJZIgdGI3YgdGYcu54AC13qZTlViB3fwGy9+Yh70Ah8g4Uojyvku1gqNv8toheWFSD0lKj6BgITQ3C9sASgPOW+QSL04GtziJgHCCNA9xoBtDc+Q6O395+I00DRp0Rg4A9LpRsrvZ0XCIi8qCBAyLxzNNLRccg6pNsFhvqqznJFxGdugPrM/Hve97FdU8vg0KpwJ5fDkBnCMDdb96MGRdMEh2PiPyYJEmthfXp5//++8TcaEbewSIc2ZmDw7uyUZBZjKJDJbA0sbMBdc5vi+gPPPiZ6AiA5IbtLDUszUbRSagDPbmm6AZaWsQMBdLGhiO2QIu6vfWoL2rq7XhERORhV105AzqdWnQMoj7pyO5c0RGIeo1SrYRKc+xNBZVGCeVxH7dbrm67XKlWQqGUQ6FSQKGUQ65UwGaxwdxggUwug0wmtbw/7k3+h887W6bTa6HSqmCz2GGz2GG32FreW+2ty2y/LbNZbLBb7LBZ7a3vj61rNplhrKxHXUU9GmobfWoEpt3mwJcvfI+zrj8DiUPioA3U4PU9zyA6OVJ0NCLqo7SBWqRPHoT0yYNal7ndbpTnVyJ7bz5y9uYhe18esvfmoaa0TmBS8iV+WUR3Ol2orBI/8iX5wnisby4UHYM85Ki5GkcjAcwDQlRaJMgNMDSpIJW5UH+oAca8RtERiYioA0FBGtxz1wJMm5omOgpRn1VZyDv2qPdIkgSlWgGlWonQ6GDIFXIEhQZCpVW1bmNpskCpVsJmtsFqtiEoNBD6sCDo9AEI0GuhPm7bzoyfNxpJw+IBtNz2r9IooVQrIUmSxx6bL3I6nDBWmVBXYURdRT2MlfUwVtS3fF5Z31psr6uoR32VCU6H52+7ThgSh7oKIxKHxGHmkqkePx8R0R9JkoSYlCjEpES1uQumrrIeOfvykb03Dzm/FdZLjpb71MVI8g6/LKIDQHJSOHJyxfVh1MfrsCe8ok0rEOq76mxm1MEMyADEtbzplRokKYIRkqNAwYoy0RGJiOg3C88di9NmDBYdg6hPi0qKEB2BPEiukEOlUUKhUkCpUrSMsD7uY6VKgQC9FkGhgQBaCg/BkQZoAzXHjd4+wYhubcvnGp0a4XGhUKqUgh9x/yJXyBEWE4KwmJCTbut2u9FQ24i6CiOMlaY272vLjb+/L28pyPek4B6REIY3D/4TNou9Jw+HiMijQiINGH/mKIw/c1TrMnOjGTkZBTi6OxeHd2XjyK5cFB8uZWG9j/PLIrrN5kBpmVHY+SU5gPMD0GD2jYlNSQyT3YID9nIgFph+QyJK3y6F085fmEREogUFsoULkaeV5VaIjtBvyWQS5EoFNAEqKDUqyOUyyBUyyJUKKNUKKJQKqDRK6AwBLS1CFHLIFTK4nC5odBpEJ0dixGlDoVAqIFfKW9qQKBUICg2E5rcWWAF6LQvbBKDlAok+LAj6sCAkpZ94W7fbjfpqE6pLalFdXIuqompUFdegqrgGFflVKM+rRE1pLVyutv8zVRXV4Kf/rsFZ15/hwUdCRNR7tIFaDJ82BMOnDWld1mRqbimq78xB1vYjyNmXj4r8KhbWT8Lt8p/nxy+L6FarAw4v3FLWmYSr47DRzDYu9LtNrkIMuTkCyq+sMBWzfzoRkUjrNhzCksWciIzIk5Qqv/w3otfJZBIC9AEIDNFBHxaE0JhghMWEIjwuFGGxIXDYnaguroEhXA/Fb8+ZqaYBOkMAQqIMrcdRqBQICglEYIgOKo2ytR+2JElQaZTQBmogV7b025bJZKIeLtEJSZKE4AgDgiMMSB2d0uE2dpsdFflVKMutQEl2OYoOlSB7bx7qKuu9nJaIqHfp9AEYPXs4Rs8e3rqsucGMvAOFyN1fgLz9Bcg9UIC8A4VoNpkFJvUt/nSRwS9f/f60cj/sdjFF9OSzY7AeLKBTe4eaqxCyUIv0g5Eo3iCu1RARUX9XUcE7xYg8TSbvO4VcmUyCPlyP0JhghEYHIzQmBCGRBgRHGhAUGghtoAbaQA00Ok3LSG+VAjp9AIJCAxGg17KoTdQNSpUS8YNiET8oFhNEhyEi8rCAIC2GTR2MYVPbtposz69sKawfKET+wUIc2Z2L0uxyQSnF4kh0D/s1s0TIeSOHB2NHfAUgbhA8+bg6mxlbB1kwPTkRBe8XAe7+NUkREZEv0GjYgoDI0/7YjsEXBQRpEZUcgaikCIRGByMkOhhhMSEIjgqGIbylPYUhPAj68CDI5XLRcYmIiKifiE6ORHRyJKYu/P1yYkNdI7L35rW2v6qvNqEsrxKFmcWoKq4RmNazXC6X6Ahd5pdF9Pz8aq+fMyBUjdJZdpg52QmdhAtubFAVYPRtMbB+WI/mWqvoSERE/UpFRT3MZhu0WpXoKETkYaHRwYhNjUZcagziB8UgLi0G0SmRiEqOgD40SHQ8IiIioi4JCgnEmDkjOlzXZGpGaXY5qopa5pmoKqpGaU45SrLLUZFfhab6Zi+n7UW+Py6jlV8W0atrGrx6PkkGqJYZUGIu8+p5yb/tM5dh5LJo4NVKjkgnIvIit9uN4pJapKVGi45C1GfJZN57bROg1yJ2YDRiBkYhYVAsUkYkImlYAmIGREETwImEiYiIqG/T6QOQNnYA0sYO6HB9Q10jyvMqUXK0DCXZ5SjPrUDx0TKUHC1DXYVvzznBkegeVFpmhNXq8Oo5E6+KxwZzgVfPSX3DfnM5Zi1LQt4HxaKjEBH1G243sGtXPovoRB6k7uXitSE8CNEpkUhMj0dMchRiBkYhLi0GsQOjYAjX9+q5iIiIiPqSoJBABIUEdlhkt9vsaDaZYWmyotnUjPrqBtRXN8BUbYKxyoTasjpUl9SiprQWNWVGmKpNcHhxHkr2RPegrCzv9kNPmh+NjTIW0KnnNmuLMG58OMp29d0eVkREvmTM6CScOXe46BhEfZpC2b0e4kqVAhGJ4UgYHIu41BjEDGgplEcnRyAqOZIjyomIiIg8QKlSwhCuhCG86/s01TfBVNsIS5MVDbWNqC2rQ22ZEZWFVSjLq0TxkVKU5VTAbjv1Qc7+MM/OMX5XRF/1y69eO1fEUAN2J1fB7d2B79TH2N0uFEy2QJ+tgsVoEx2HiKhPkyRg2tQ0hIUFio5C1KfJ5LLWjyVJQnCkHpGJ4QiPC0V4XBiiUyKRMCQOwZEGRCaEITjSAEliezsiIiIiX6cz6KAz6E64jdPpRE1JLSoKWvqzFx0qQe6BQuTszUNtubHrJ3OziO4RtbWNyM2r8sq5NHoVKs5wocnMoiedujKLCWmLklDwDtu6EBF50iVLp+CC88eLjkHU5w0YmYTn1j7aWjhXqpSiIxERERGRl8jlckQmRiAyMQIjZgxts67R2ITCrGLk7MvHkV05yD1QiNLscjQam9odhyPRPWTDxsOorvbCpKKSG7orQ3DYXOr5c1G/cTSwFirJzUlGiYg8JDEhDFdfNUN0DKJ+QR8WhFEzh4mOQUREREQ+JjBYh/Qpg5E+ZXCb5abaBhQfLkXR4dKW90dKfX7i0+P5VRH9+x/2eeU8yVckYD0nEqVeVmZpwLQZ0Sje4J27KYiI+hOZTMLtt82F/LgWE0REREREROQb9KFBHRbX/YVfFdG1WpXHz5F8biw2KFlAJ8+wj1AAG0Sn8A2SHAhODIQ67LeJxNyAtc6Gutyu3W0iyYCQAXoEDgyAFKWAOcgJm6xlBunjx/pLkGAokiPvfyW8C4CoD5szOx3jxiaLjkFERERERER9kF8V0e+4fS5uvvVdj/XLSZgdiS3RJf7U0578TIa9HCkhKpjr+kevfUkGRKQHQxOvgSxMAXuQG41KG2rcZlRaG5Dvbn/bTvA8LZIVwdCbVJAa3YAKgEqCS+mGUw44FC7UyswottUj31kHoK5lR+sJgoQDA28LQ9Q+JUo28k4Aor4kOtqA2245A2NGJ4mOQkRERERERH2UXxXR01KjcfaCUfjOA21doseHYfegatidrl4/NtExVpcDUXNjkf9ZiegoHqPQyBEzIxyOVDmOSDXIt9X8vtLx29sJGO1m7LObASWAkD+sdP721gM55hrkDAZGj4qB/Bcrqg/5T98tIuqYWq3AG/++GoE6jegoRERERERE1If5VREdAK65+jRs35GLyipTrx0zbLAehyc0wGy399oxiTpTEtV+NmJ/FxCqRsSMMDQlOJFpr0KOsxTw0R+nfZYyKGbIMHlGPCo/rYTV5KNBieikTp+dzgI6EREREREReZzfFdENhgDccvPpePSxr3vlePp4HUrOcMBoNffK8YhOJttcgwkjw1G5v050lFNiSAhEyFQDaiKtOGSpQpa7CLCITtU1DrcLm1CIiMt1SC+MQP53paIjEVE36fVanHfeWNExiIRw/9Z70GTqvUElRERERET90bHX1O6T9Pf2uyI6AMTF/bHHQ88EhKrRcL4cFWb/LmaS/1FNDgD8tIieMCcKtcMd2N9cCaAe8OPrT1XWJqyPasLw26MgfW2Gqbjv3SVA1FfNmzscaanRomMQCdHQ0DIJd0JCguAkRERERER9Q0NDAwwGQ6fr/bKIPnBAJEJCdKir63nBSxkgh/syHfKbOckged9BeSXC1TI4rP7Rg1+SAYnzYlCaasYmcynQLDpR7zporkDkeYFIWh+MyoNG0XGIqAtmz04XHYFImNjYWBQVFSEoKAiSJImOQ0RERETkt9xuNxoaGhAbG3vC7fyyiF5VZTqlArpMISHw2jDsay7rxVREXVdvt2D0GfHI/8G3vwdlCglJ58QgN6EBG8zFfj3q/GQqrY0wT7djZGgkijdUio5DRCeQlBiGlORw0TGIhJHJZIiPjxcdg4iIiIioTzjRCPRj/LSI3tDjfSU5EHlDNLabi3sxEVH31Q1wiI7QKYVGjviF0TgcUYd11qI+XTw/XoPDih2DKzA1JA75/2OfdCJfpNWqcO/ys6FWK0VHISIiIiIion5CJjpAT1TXNPZov4BwDYJuicB2GwvoJF6mpRKQTjxpgbep9UokXxYP4zUKrNcXotza8wtW/srudmF9RBFSFseJjkJEHZh35nAMHXLi2+yIiIiIiIiIepNfjkSvru5+YS9qdCiKpltQZi73QCKi7nO4XVAHaWA12UVHQUCYGhELI7BPU4Ej9gLAJjqReNtCS5E+WI+awybRUYjoN5GRetxw3WzRMYiIiIiIiKif6RdF9OSFsdgeUwaLxXfbZ1D/pAlRCy2i62MDEHxWCHbLy5DlLADE1/N9hsXpQNM8BaRswO0UnYaIBg6IxFVXTodGwzYuRERERERE5F1+WUQ31jd3aTuZQkLsNbFY7yoEWAQjH6Q2iPkRjBwRDPmMAOxxlMLmauDPRycON1dh5rIk5L/HFlBEohnrmzFqVKLoGERERERERNQP+WURvba26YTrJTmQeFYsipKbsNlc6KVURN2nTdQC+43eOZnkRsLsaNQPc2GnuRyw1XjnvH5ui6YYo0eGoHJ/negoRP1aTU0j6uvNCNRpREchIiIiIiKifsYvi+hOp6vD5QqNHPHnRuNolBEbLEWA2cvBiLqpJsXz/VOUAXLEnR2NvGgTNplL+XPRTXaXEzUzXVAclsFh7fh3DxF5x969BYiLDREdg4iIiIiIiPoZmegAPXH9tbPaLUtZGoe6axRYbyhEqYUTAZJ/+NVcgfD04F49pkItQ8SwYCSdFYPE6+JRfaUc6w2FKDQbe/U8/UmuuRZxy2JFxyDq91JSIkRHICIiIiIion7IL0eiDxoUDV2AGk3NVgBA0jXxWCcrAGyCgxH1gHy2Fsg0dns/hUaOiBHBUCeo4QqVoUFjQxWaUWw1Icd9XKsWThbaKzbLCzFhfATKdrENDpEoJhNvpSEiIiIiIiLv88siOtAyGu3gr8VIuiYeG2QFouMQ9dgOazEm35KAijfK4HK4T7p99LgwyCdocAAVyHFU/r7C4sGQBKfbjZIpNqgz5bA3cyZWIhHy8qowZXKq6BhERERERETUz/htET00VIeka+OxQWIBnfzfNlsRRt8cg6a3amFrcrRZp4/XIWSUHs54GYpVJmw3VwKOTg5EHlVkNmLaZYkofqNEdBSifiE0Lgihg0JbP9dGBQhMQ0RERERERP2V5Ha7Tzr01WQywWAwoL6+Hnq93hu5TqrBbMETB1bhi7z9oqMQ9RqtXIlQpRaBkhpaKFDhbkSZpUF0LDqOBGDqoWgUb6oSHYXIL0QPDoMyQImiveVd3kehkiNhbiJ2VZXD4fp9Qt+IIB2+u/tKBGnUnohK5FW++PqaiIiIiIg65rcj0YO0Gjw94RzMjx+KGzd9BufJrwUQ+Tyz044SJ5uY+zI3gNzRTQjar4TVxK8V0YmknpmC7caWQvjQs+LQuLYSNvOJf27CEvQwDw3AtorS1mUKmQyTBiZg5pAUFtCJiIiIiIjI62SiA5wKSZIwOzYVc2LTREchon6kzNKAsGURomMQ+bSBC1Kwuba0dSR5VmU1EmfEnXCfiORgVAyQI6+2rnXZgMhQfHPn5XjjmguwbOoYj2YmIiIiIiIi6ojfjkQ/3ojQGKwqOSI6BhH1I1vtRZhxeiwKV1eIjkLkc1JnJWFzVWm75TmOhpaeSB3cPBaZEoKSRDdqm5oBAONT4vDK5QuhUiigUfaJlytERERERETkp/x6JPoxzuP6pRIReUvW4HoEhLG1BNEf1QZ0PPtxuakR8cMj2y2PSD5WQDe3Lrv/nFnQazUsoBMREREREZFwfaKIHqhkEYuIvK/a1oSgi0NFxyDyKdogNY5W13a63p2kbRmN/ht9hA5VKbI2BXQA+McP63mRnIiIiIiIiHyC3w7vqjQ34PG9q6CUyXGwtkx0HCLqp3ZYi3HagngU/MjfQ0QAEDMyAvnWqk7X7ykvx8izEhFklgA3UKq0ouK4HujHNFvtkMv6xLV+IiIiIiIi8nN+W0QvbqrHiqIs0TGIiLA/uQZx0Vo0lptPvjFRH+cMUQDlJ95mf8XJ5xKwO529lIiIiIiIiIjo1PjtEC+ZJJ18IyIiLzDazVAv1ouOQeQTnB3NGtpNQRo1pqQm9kIaIiIiIiIiolPnv0V0sIhORL5jj7kUKYtiRccg8ntapQIvXXYu7j17pugoRERERERERAD8uIjOGjoR+Zrd0ZUwJASKjkHk1x5aOAeTBiaIjkFERERERETUym+L6ByJTkS+psFhBRZpAenU21kQ+SuN5dT+PgdqVL2UhIiIiIiIiKh3+G0RXWJPdCLyQfvN5UhZzFG0JI5Kq0Ti2BgkjY1B4uhoSDLv/r2s2FcJhaxnLy+i9IGI1PNuDiIiIiIiIvIt/ltEFx2AiKgT20NKEZrKiUZJjPjZ8dgpq8UOWS12KuoQc1YClGqF187fUN2MoRHhPdr3ycVnYlRiTC8nIiIiIiIiIjo1fltEV8m9VxAgIuoOs9MOy1lKSH77G5b8VXhSMHbVlLdZtre8AmFneHfS20Bj9/dJjQrD5IGJvZ6FiIiIiIiI6FT5bYknKTAEahbSichHZTVXIumSONExqJ9RDNfD7nS1W364psarbV2KdpUhTBfQrX0eOGcWW7URERERERGRT/LbIrpSJsctQ6eJjkFE1KmtuhJEDAsWHYP6CX2EDgcqKztcZ3E4EJZg8FoWu9WB5Dplt3qj3/LuN7js35+ivL7Bg8mIiIiIiIiIus9vi+gAkBIUKjoCEVGnbC4n6udIbOtCXhE5KgIut7vT9YahIV5MAxTvr8Sk4Ogub291OHHa4BREG4I8mIqIiIiIiIio+/y6tBOn896oOiKinjhqrkbSYrZ1Ic+rVtpOuH6XsQLhScHeCfOb7J/zMCIqskvbKuQyXDJllIcTEREREREREXWfXxfRE3TBoiMQEZ3UnpAKBEZrRcegPiwwVIsj1TUn3MbmcMI9LNBLiX6nt8q7tJ0ECSazxcNpiIiIiIiIiLrPr4voYRodAhUq0TGIiE6owWGF7oJg0TGoD4sYFIYTdHJplVlZhYGnJXo+0HGcjY6ubedyQcbeR0REREREROSD/P6/1ZSgMNERiIhOaoetGHHTIkTHIMHUagWuu2YmFIpe/vMbpuzypkdkDVCoujY6vDdY6sxd2s7ldqOwxujZMEREREREREQ94PdF9AitTnQEIqIuqRnrFB2BBIuJCcall0zBHbed2avHrXR0rVANANWNzUia4r0+/Q1VzV3e1mK3ezAJERERERERUc/4dRH9v4e3Y21ptugYRERdkm2phkbPFlT9mUbTMmI8MlLfa8eUyWUoqDN2a58ipQWSTOq1DCficrq6vO1rv2yFzdG19i9ERERERERE3uK3RfRtlQX4+75f0IUWsEREPsHpdiNyQojoGCRQVKQBADAsvfdGgmsNKjhd3ftrWGSsR/JE74xG706p/mhFDYprTR7LQkRERERERNQTCtEBempiRCJS9eHINlWLjkJE1HUpfvtrl3pBWFggAGDT5iO9dkyNTg3A0u39sjVNGDA+FgW7Sru1nySTkDQ+FoAbjRXNqC4wnnB7Q6weQMeFcZ1ahdjgIARp1RibFAetSokBkaHdykNERERERETkaX5bzZFJEi5PHYdH9qwUHYWIqMsqA7reu5r6Hq22pZ3PpIkDERcbgpLSulM+plqnRE+K6NWNzahGM8adkwzj5nI01nXtGLFDwrHd1XIBW4oERgxPgDzXgtKsqnbbJoyIwmFDc6fx3rzmAgyNi8TR8mqkx0V1+zEQEREREREReYPfFtEBIFIbJDoCEVG3FNvqES46BAkTFtoyGXZwcABeeelyfPHlThQW1cDpdGHrtp7N8eF0uiBJgLuH/c12l5cheIQGyRWBKDt88ru7FAN0QHnLyHK3G9hfUQmFXoZJpyche3VB63Ypk+KwTzLCYvm9x/nCMUORGBaMA0XlMARoMDIxBgBYQCciIiIiIiKf5rdF9D3VxfgbR6ETkZ9pctiQGK5Dc3X3Rw6Td1x95Qw0Nlrw+Zc7e/3YjuMm2QwODsB1185s/fzCxS+jztjc7WNWHK3FlAUp2FLVvbYsxzM2W1AYLSHCFARjWUOn2+kjApBRXdluucPpwub6cgw7Kx4KSYYmhx0762rgdLZU9pVyOc4bOxT3nTMLASplj3MSERERERERieCXE4tWW5pw+boPUW7u/B99IiJfpU/SiY5AHZAk4E+3n4nLL5uGhQvHIiw0sNfPkZTY+X0If3noPAxKi+7RcXNX5mNYZERPYwEAapvMsAwPgDZQ3ek2YRMiYXU4O13/a2UVMioqkF1T2zrZqUImw7+vXoS/XTCXBXQiIiIiIiLyS35ZRN9dXQSL03HyDYmIfJAmtvMiJYkhl8vw4P3n4ryFYwEAgYEaNDT2/t0CCfEhna4bMzoJD95/LoYOiYVer+3Wcd0uNyzbahAReGoXaArqjNCdFgGZvP3Lg+SJsdhb234UemdCdVqkRYXhresuxOSBiaeUi4iIiIiIiEgkvyyi55hqREcgIuoxc2IPm1eTx9x953ycPmdY6+cGvRaLL5zQq+eIjNQjMtJwwm0SE8Pw2itX4J675nf7+I21ZiRUK6DooADeHb9WViHozGhEJAdDkkmQK2QYuCAFO9w1JxyFfjytSolPb70U39x5BcalxJ9SHiIiIiIiIiLR/LIn+veFmaIjEBH12D57GQaGqdFcYxUdpd+TJODWm8/Agvkj261TKOW9co7YSeGQxqgxP2UIZDKpS/vMmD4Y99y1AGlpUdiztwDvvLsRNtvJ78AqOViJSacnYXN9+SllPlJVA4QDCFcBAEq72W/dbLMjLDDglDIQERERERER+Qq/HIl+bmI6ulaGICLyPTaXE5FnnVr/ajp1MpmEu+6cjwvOH9/h+sNHynp8bENCIJKviIfrtkBsHVGBrY5CREedeBT6H5191igMSovGxUsm4e03r8OFF3Sc84+yVxdgbHTPeqv3lhtnT4Ja6ZfX6YmIiIiIiIja8csi+s3p0/CXMWeKjkFE1GNbtcWIGtN5f2zyrPj4UDz8l0U456zRnW5zx61zYTB0rzd5UIwWkbdF49CCRmzVFKPIUo9ZMQPxnxlLcHrcoB7njYkJxuILJ3Z5++q1ZUgI7l7RvjctHDNU2LmJiIiIiIiIepvfDhMLUnJiPiLyXzaXE0XTbDDkq2Cus4mO06+Ehwfh9lvnYsL4lBNuFx0djEf/ej6W3/8JHA5X63KlUo6wsECEhwUhPDwQ4eFBiAgPQnh4EEIH6xFpCEKUNghFTUb8K3MT/jHx3F7JvXpN11uZWZtsSKqTo8jLt21NTUvC7KEDEBsS5N0TExEREREREXmQ3xbRmxzsJUxE/q3MYkL0ZbEwv1oOuNmkyhuGpcfh6b8vgU7XtQuxo0Yl4pmnl8JstrcUzMOCEBwcAEk6+dcrKTCk1wroAPDTz/u7tX3BnjLEzA5Hmamh1zKcSESQDs9dchYMWo1XzkdERERERETkLX5bRDdazaIjEBGdsr3mUsy8LAn57xeLjtLnjR6ViCcfvwharaqb+yV5KFHXlVfUo6iotns7uYEURSDK4J0i+pikWBbQiYiIiIiIqE/yy57oQEsrBCKivmCTphBx0zjRqCeNH5eCp55c3O0Cuq84UF+GdvQ6egAAK3xJREFUkJTAbu9XubsCCrl3/tSH6LSoaWz2yrmI6P/bu+/wuK8C3ePvb3qf0aj3alu2Zbn37vSASYX0RkJvgbBc2CVc2u4Cy32eUHbDs5dys0uAQEILJGx6IQkpjh0njuNuy7Z6HZWRRlPuHwkmxpZLrNFvRvp+/rE1c+b8Xs3jSJN3zpwDAAAAYCJlbYl+Kh+lB4BskEiltGNuRP7i0zvEEqdm5Ypp+vpXL5PTaTc7yju2oKJcne+WwnWB03pcf1dUjfkFaUp1tHue36ov/frhCbkWAAAAAAATKWtL9O09bWZHAIBx0xUbUupyr2wuq9lRJpX3bJyvL3/pEjkcWbt7mSQp1+XVbXPXKfYeh/Lqg6f1WOvhiTtD5HB3n/Z39EzY9QAAAAAAmAhZW6IPxWNmRwCAcbUt2qbkB3zKmxUyO0pWCQbdsliO/XTSLe9fq1s/eZ6sE7SdSbq9p7JBvz3/Zt30qXUqOI1/I01bWlUaOr0V7O/U4Mio2iIDE3ItAAAAAAAmStYuzXtXxSxt6jykeCppdhQAGDf7ot1qWW3Tstml2verw2bHyQp3fv8GSdKeve06dLhH3V0Dqq0t1LnnNJicbPxZDEMX1M3Uk1fukfErQ22vnsKq75RUZXh1WJG05/vmFedrQVVp2q8DAAAAAMBEytoS/Zq6hVqUV67I6LA+9/z9ahrsNTsSAIyL4URcTwSbtPDjJRr6Wa+GuiduO45sU1mRq6KikCQd+XMquHXuGjWV9eiO7/+PWl/uPun45hda5J5lU3Q0ntZcL+07TIkOAAAAAJh0svoz7jNCBVqcX6EyX8jsKAAw7jYNN6v7KotKV+abHSVjuVzZe1jomSjyBFRfWKjXl0RUvDj3pOOH+kbUGE7/AaP3PP9K2q8BAAAAAMBEy+oSXZIODfbq2bb9ZscAgLRoGxnQX2a2qfL9ZXJ4s/bDQ2lTXn7yAnmyslusiiZG9erCXhXND590fP/WblmMY/eOHy+zSwv1hY3r0zY/AAAAAABmyfoSPWB3mR0BANIqqZSeshxQ2/WGKm4uVaDMa3akjDGtrtDsCKZx2+zaWDlbg/GYdi0fVE6NX5JUXBzSt75xhT5z6/m6+aY1R8Z3HezTnIL0rEZ32qz68S2X6ezZdWmZHwAAAAAAM2X9ssbfH3jN7AgAMCEio8N62miS/QKL5jtKpGeH1bb5FA6WnMQikajZEUz1rSUbtSS/QkPxUXWVDCj4ukXvvWyJggH3kTEtrX164ME3t1nxJq1pyWG3WpVKy8wAAAAAAJgvq0v0z7/wB/1qH/uvAphaRlNJvTBySFoozVpVoNwdNh18pE2ppNnJJpbNZtH55zWaHcNUFsPQ+2rm/e2GpceOue3T5+vxJ7ZrNJHQG0PpedNleDSugeGY/C5nWuYHAAAAAMBMWVuiP99+gAIdwJT3erRdqpDKPhpUbUdQzX9oU2wwbnasCVFUGFRRUdDsGBmvc3hQrltyVBH16akth9Jyje9cu1HFIX9a5gYAAAAAwGxZW6J/bfNDZkcAgIxxaLhPh/x9Clzv0txYqXr/p1eRQ4Nmx0qriy9eKKs164/2SLuhxKh2jnaodd9wWub/2FnLtG5mTVrmBgAAAAAgE2Rt+5Dr5GA9APh7f903/Y0LB1X2oVIFSjxmR0oLu92qpUtqzY6RFeLJhObaS9XbN34lusUwJL15oOjM0vQcVgoAAAAAQKbI2pXoFb4cqW2f2TEAICONJhN6Rk1ybbRpcaJMXb/r1GBHelYim2HZ0lqVluSYHSMrhBxute078wNY8/1eXTh3hmaVFKgqP0d/2rpT713SqMq80JmHBAAAAAAgg2Vtib6hZJp+tudls2MAQEYbTsT1tA7Ie5lDC0fK1Pabdg33xsyOdcbmza00O0LW8Fmdau8486194smkrl0xXyU5AUlSQ1nRGc8JAAAAAEA2yNrtXKYF82QzsjY+AEyowXhMT1kPqOWqlKquK5PDm7XvoUqSVqyoMztC1hhNJBRPJM94np7BqDYfaB6HRAAAAAAAZJesbKGTqZQ+8eyvFU+deSkAAFNJZHRYTzoPqOsGq6qvKpXNmX2/BoqLQyosCJodI2t4HA5ZLcZx7/vr3uanwu9yanAk+z/FAAAAAADA6cq6pYgjibg+/8IftLW7xewoAJC1umNDesLbpMJbfKpvDavpd81KxlNmxzrKhvWzdPBQlw4f7lFurk8HD3ZLkuY0lJmcLLskUylZLRaVhHxy2m3a3dYlSXrfkjm69fxVenrHft2/ebv+4cI16ugf0O33PayW3n5J0oKqEo3Gk1o/q0Y5XrfOnsUnAAAAAAAAU4+RSqVO2ppEIhEFg0H19fUpEAhMRK4xPd68Wx979j6NJOKm5gCAyaTUFVTdgYD2/+GwlDr11cnpEg579ZMffkB+v0vxeELJZEr3/PJ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+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "def plot_forest_cover(country_gdf, state_gdf, country_name, state_name):\n",
+ " # Create a subplot with 2 panels: one for the country and one for the state\n",
+ " fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(15, 20))\n",
+ "\n",
+ " # Plot the country's forest zones\n",
+ " gdfs['nigeria_gez'].plot(ax=ax1, column='gez_name', cmap='viridis')\n",
+ " ax1.set_title(f'Forest Cover in {country_name}', fontsize=15)\n",
+ " ax1.set_xticks([])\n",
+ " ax1.set_yticks([])\n",
+ "\n",
+ " # Create a legend for the country plot\n",
+ " legend_elements = [plt.Line2D([0], [0], color='w', markerfacecolor='green', marker='o', markersize=10, label='Tropical dry forest'),\n",
+ " plt.Line2D([0], [0], color='w', markerfacecolor='blue', marker='o', markersize=10, label='Tropical moist forest'),\n",
+ " plt.Line2D([0], [0], color='w', markerfacecolor='red', marker='o', markersize=10, label='Tropical mountain system'),\n",
+ " plt.Line2D([0], [0], color='w', markerfacecolor='purple', marker='o', markersize=10, label='Tropical rainforest')]\n",
+ " ax1.legend(handles=legend_elements, loc='upper left')\n",
+ "\n",
+ " # Plot the state's forest zones\n",
+ " gdfs['lagos_gez'].plot(ax=ax2, column='gez_name', cmap='viridis')\n",
+ " ax2.set_title(f'Forest Cover in {state_name}', fontsize=15)\n",
+ " ax2.set_xticks([])\n",
+ " ax2.set_yticks([])\n",
+ "\n",
+ " # Since Lagos has only one type of forest, we create a single legend element\n",
+ " legend_elements_state = [plt.Line2D([0], [0], color='w', markerfacecolor='purple', marker='o', markersize=10, label='Tropical rainforest')]\n",
+ " ax2.legend(handles=legend_elements_state, loc='upper left')\n",
+ "\n",
+ " plt.tight_layout()\n",
+ " plt.show()\n",
+ "\n",
+ "# Plot the forest cover for Nigeria and Lagos\n",
+ "plot_forest_cover(country_gdf, state_gdf, \"Nigeria\", \"Lagos\")\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "615276a4",
+ "metadata": {},
+ "source": [
+ "The visualizations display the forest cover in Nigeria and Lagos, represented by different colors for each type of forest:\n",
+ "\n",
+ "* Nigeria (left panel):\n",
+ "\n",
+ "The various colors represent different types of forests, including \"Tropical dry forest,\" \"Tropical moist forest,\" \"Tropical mountain system,\" and \"Tropical rainforest.\"\n",
+ "* Lagos (right panel):\n",
+ "\n",
+ "Lagos is predominantly covered by \"Tropical rainforest,\" as indicated by the color.\n",
+ "These visualizations provide valuable insights into the distribution of various forest types within Nigeria and specifically within Lagos. They can serve as essential tools for environmental management, conservation efforts, and land use planning, highlighting areas that might require protective measures or restoration efforts."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3f358243",
+ "metadata": {},
+ "source": [
+ "## Conclusions and Recommendations\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "47c998d7",
+ "metadata": {},
+ "source": [
+ "This analysis provided extensive insights into the land management sector of Nigeria, focusing on the distribution of soil types, ecological zones, and their overlap both nationwide and specifically within Lagos State. Key findings include the diversity of soil types across the country, the presence of significant ecological zones, and the specific characteristics of Lagos State in terms of its soil composition and singular ecological zone.\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f7468021",
+ "metadata": {},
+ "source": [
+ "### Key Findings\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c4cb8fab",
+ "metadata": {},
+ "source": [
+ "- **Nationwide**: The analysis revealed a diverse range of soil types and ecological zones across Nigeria, indicating a need for varied and region-specific land management strategies.\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d1d0a3d9",
+ "metadata": {},
+ "source": [
+ "- **Lagos State**: Lagos predominantly features Acrisols and is situated within a tropical rainforest ecological zone, necessitating specific strategies for urban planning, agriculture, and environmental conservation.\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f1df104a",
+ "metadata": {},
+ "source": [
+ "### Potential Implications\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e3ef9b10",
+ "metadata": {},
+ "source": [
+ "The findings have several implications for land management, agriculture, and conservation:\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "93845735",
+ "metadata": {},
+ "source": [
+ "- **Land Management**: Different regions require tailored land management strategies, considering the local soil types and ecological zones.\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "06b9fcc6",
+ "metadata": {},
+ "source": [
+ "- **Agriculture**: Soil types influence the suitability of different crops, necessitating region-specific agricultural practices.\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "133771ef",
+ "metadata": {},
+ "source": [
+ "- **Conservation**: Understanding ecological zones is crucial for biodiversity conservation and climate change mitigation efforts.\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5023c114",
+ "metadata": {},
+ "source": [
+ "### Recommendations for Further Research and Analysis\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3f16c9e7",
+ "metadata": {},
+ "source": [
+ "Further studies are recommended to explore:\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8ea38e7b",
+ "metadata": {},
+ "source": [
+ "- **Detailed Soil Analysis**: More in-depth analysis of soil properties can help inform sustainable agricultural practices.\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "556c6b55",
+ "metadata": {},
+ "source": [
+ "- **Biodiversity Studies**: Research into local biodiversity within the various ecological zones can aid conservation efforts.\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7a4358c4",
+ "metadata": {},
+ "source": [
+ "- **Impact of Urbanization**: In regions like Lagos, studying the impact of rapid urbanization on the local environment is crucial.\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "dcaf42e8",
+ "metadata": {},
+ "source": [
+ "- **Climate Change Effects**: Exploring the potential impacts of climate change on different regions can inform mitigation and adaptation strategies.\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "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": "3.11.2"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/Outreachy_Iyanujesu_2023/outreachy_iyanujesu_task_1/README.md b/Outreachy_Iyanujesu_2023/outreachy_iyanujesu_task_1/README.md
new file mode 100644
index 000000000..e5c46f3ed
--- /dev/null
+++ b/Outreachy_Iyanujesu_2023/outreachy_iyanujesu_task_1/README.md
@@ -0,0 +1,17 @@
+# Outreachy_Iyanujesu_2023
+## Land Sector Management & Exploratory Data Analysis (EDA) - Nigeria & Lagos
+This repository contains datasets and Jupyter Notebooks for the analysis of land sector management within Nigeria, with a specific focus on Lagos. The analysis is part of an initiative to bring together various datasets that can significantly impact land sector management, conservation efforts, and ecological assessments.
+
+### Project Overview
+The project involves the utilization of geospatial data to understand the land composition within Nigeria and Lagos. The analysis encompasses several ecological and environmental aspects, including:
+
+1. Geospatial Data Exploration: Initial assessment and visualization of various geospatial datasets, providing foundational insights for further analysis.
+2. Administrative Boundaries Analysis: Examination and visualization of Nigeria's administrative boundaries, crucial for understanding regional and local land management policies.
+3. Biodiversity Hotspots Analysis: Identification of critical biodiversity hotspots within Nigeria and Lagos, highlighting regions that require conservation priority.
+4. Forest Cover and Ecological Zones Analysis: Detailed analysis of forest cover and ecological zones, revealing the extent and distribution of various forest types and ecological regions.
+
+
+### Key Insights
+Nigeria presents a diverse ecological landscape, hosting various forest types like tropical dry forests, moist forests, mountain systems, and rainforests.
+Lagos, primarily covered by tropical rainforests, falls within the "Guinean Forests of West Africa" biodiversity hotspot.
+The geospatial exploration underscores the significance of these regions for biodiversity, necessitating urgent conservation measures.
\ No newline at end of file
diff --git a/Outreachy_Iyanujesu_2023/outreachy_iyanujesu_task_3/geospatial_analysis_report.md b/Outreachy_Iyanujesu_2023/outreachy_iyanujesu_task_3/geospatial_analysis_report.md
new file mode 100644
index 000000000..003655513
--- /dev/null
+++ b/Outreachy_Iyanujesu_2023/outreachy_iyanujesu_task_3/geospatial_analysis_report.md
@@ -0,0 +1,41 @@
+
+# Geospatial Analysis Report
+
+## Introduction
+
+In an ever-evolving global landscape, understanding the intricate relationships between soil, climate, and biodiversity is essential. This analysis aims to uncover spatial patterns that provide insights into our environment, potentially guiding environmental policies and conservation efforts.
+
+## Datasets
+
+Three key datasets were used in this analysis:
+1. Soil types
+2. Climate zones
+3. Biodiversity hotspots
+
+## Key Findings
+
+### Biodiversity Hotspot Distribution
+
+- **Clustering**: Hotspots exhibit spatial clustering in regions like the Amazon basin, Central Africa, Southeast Asia, and Australia.
+- **Proximity to Water Bodies**: Many hotspots are located near oceans, seas, or large rivers, emphasizing the significance of aquatic ecosystems in biodiversity.
+- **Equatorial Biodiversity**: The equatorial region stands out due to its dense concentration of biodiversity hotspots, aligning with the known richness of tropical climates.
+
+### Soil Type Distribution
+
+- The analysis showcased the spatial distribution of different soil types. Each soil type, as per the "SNAME" and "IPCC" classifications, offers insights into various habitats and potential species.
+- Regions like Mesoamerica and the Mediterranean Basin stand out due to their diverse range of soil types, indicating their ecological richness.
+
+### Climate Zone Implications
+
+- Biodiversity hotspots are not uniformly distributed across climate zones. Tropical regions, with their stable warm climates, house more biodiversity compared to colder climates.
+
+## Insights and Implications
+
+1. **Geographical Patterns**: The spatial clustering of biodiversity hotspots in biodiversity-rich regions indicates areas of ecological significance.
+2. **Soil Diversity**: Areas with diverse soil types may indicate a variety of habitats, suggesting a broader range of species can thrive there.
+3. **Climate and Biodiversity**: The relationship between climate zones and biodiversity hotspots underscores the need for climate-specific conservation strategies.
+
+## Conclusion
+
+The geospatial analysis offers a holistic view of the interplay between soil, climate, and biodiversity. The insights derived can guide conservation strategies, shape environmental policies, and foster a deeper appreciation of the intricate relationships in our natural world.
+
diff --git a/Outreachy_Iyanujesu_2023/outreachy_iyanujesu_task_3/task_3_geospatial_analysis.ipynb b/Outreachy_Iyanujesu_2023/outreachy_iyanujesu_task_3/task_3_geospatial_analysis.ipynb
new file mode 100644
index 000000000..b3869846c
--- /dev/null
+++ b/Outreachy_Iyanujesu_2023/outreachy_iyanujesu_task_3/task_3_geospatial_analysis.ipynb
@@ -0,0 +1,1740 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "0b0f5de9",
+ "metadata": {},
+ "source": [
+ "## Geospatial Analysis - A Global view"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "818475d0",
+ "metadata": {},
+ "source": [
+ "In an ever-changing world, understanding the intricate relationships between soil, climate, and biodiversity is paramount. As we navigate through this analysis, we aim to uncover the spatial patterns that define our environment. By delving into datasets about soil types, climate zones, and biodiversity hotspots, we hope to reveal correlations that might guide environmental policies and conservation efforts.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "a308dd41",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import geopandas as gpd\n",
+ "import matplotlib.pyplot as plt\n",
+ "import seaborn as sns\n",
+ "from libpysal.weights import Queen\n",
+ "from esda.moran import Moran\n",
+ "from splot.esda import moran_scatterplot\n",
+ "import pandas as pd\n",
+ "\n",
+ "import warnings\n",
+ "warnings.filterwarnings(\"ignore\")\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "d148ff17",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Load the datasets\n",
+ "soil_gdf = gpd.read_file(\"World_Soil_Resources_wgs84.geojson\")\n",
+ "climate_gdf = gpd.read_file(\"IPCC_ClimateZoneMap_Vector.geojson\")\n",
+ "hotspot_gdf = gpd.read_file(\"CI_BiodiversityHotspots.geojson\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a41cc855",
+ "metadata": {},
+ "source": [
+ "### Biodiversity Hotspots"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "9eba0c51",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
OBJECTID
\n",
+ "
NAME
\n",
+ "
Type
\n",
+ "
Shape_Length
\n",
+ "
Shape_Area
\n",
+ "
geometry
\n",
+ "
\n",
+ " \n",
+ " \n",
+ "
\n",
+ "
0
\n",
+ "
1
\n",
+ "
Chilean Winter Rainfall and Valdivian Forests
\n",
+ "
hotspot area
\n",
+ "
200.706891
\n",
+ "
40.754665
\n",
+ "
MULTIPOLYGON (((-74.59792 -46.92502, -74.61111...
\n",
+ "
\n",
+ "
\n",
+ "
1
\n",
+ "
2
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+ "
Chilean Winter Rainfall and Valdivian Forests
\n",
+ "
outer limit
\n",
+ "
191.174978
\n",
+ "
186.085694
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+ "
POLYGON ((-70.30946 -22.96028, -70.48596 -22.7...
\n",
+ "
\n",
+ "
\n",
+ "
2
\n",
+ "
3
\n",
+ "
Cape Floristic Region
\n",
+ "
hotspot area
\n",
+ "
93.790123
\n",
+ "
7.610383
\n",
+ "
MULTIPOLYGON (((23.08672 -34.07310, 23.08538 -...
\n",
+ "
\n",
+ "
\n",
+ "
3
\n",
+ "
4
\n",
+ "
Maputaland-Pondoland-Albany
\n",
+ "
hotspot area
\n",
+ "
49.631419
\n",
+ "
25.366584
\n",
+ "
MULTIPOLYGON (((24.48767 -34.10045, 24.48800 -...
\n",
+ "
\n",
+ "
\n",
+ "
4
\n",
+ "
5
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+ "
New Caledonia
\n",
+ "
hotspot area
\n",
+ "
24.637100
\n",
+ "
1.646954
\n",
+ "
MULTIPOLYGON (((167.46053 -22.71228, 167.46161...
\n",
+ "
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+ " \n",
+ "
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+ "
"
+ ],
+ "text/plain": [
+ " OBJECTID NAME Type \\\n",
+ "0 1 Chilean Winter Rainfall and Valdivian Forests hotspot area \n",
+ "1 2 Chilean Winter Rainfall and Valdivian Forests outer limit \n",
+ "2 3 Cape Floristic Region hotspot area \n",
+ "3 4 Maputaland-Pondoland-Albany hotspot area \n",
+ "4 5 New Caledonia hotspot area \n",
+ "\n",
+ " Shape_Length Shape_Area geometry \n",
+ "0 200.706891 40.754665 MULTIPOLYGON (((-74.59792 -46.92502, -74.61111... \n",
+ "1 191.174978 186.085694 POLYGON ((-70.30946 -22.96028, -70.48596 -22.7... \n",
+ "2 93.790123 7.610383 MULTIPOLYGON (((23.08672 -34.07310, 23.08538 -... \n",
+ "3 49.631419 25.366584 MULTIPOLYGON (((24.48767 -34.10045, 24.48800 -... \n",
+ "4 24.637100 1.646954 MULTIPOLYGON (((167.46053 -22.71228, 167.46161... "
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "hotspot_gdf.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "b13ab501",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "RangeIndex: 53 entries, 0 to 52\n",
+ "Data columns (total 6 columns):\n",
+ " # Column Non-Null Count Dtype \n",
+ "--- ------ -------------- ----- \n",
+ " 0 OBJECTID 53 non-null int64 \n",
+ " 1 NAME 53 non-null object \n",
+ " 2 Type 53 non-null object \n",
+ " 3 Shape_Length 53 non-null float64 \n",
+ " 4 Shape_Area 53 non-null float64 \n",
+ " 5 geometry 53 non-null geometry\n",
+ "dtypes: float64(2), geometry(1), int64(1), object(2)\n",
+ "memory usage: 2.6+ KB\n"
+ ]
+ }
+ ],
+ "source": [
+ "hotspot_gdf.info()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f3f90cbb",
+ "metadata": {},
+ "source": [
+ "The data consists of a GeoDataFrame with 53 entries and the following columns:\n",
+ "\n",
+ "'OBJECTID': an integer identifier for each record.\n",
+ "'NAME': the name of the location, presumably a biodiversity hotspot.\n",
+ "'Type': the type of area, which includes values like \"hotspot area\" and \"outer limit.\"\n",
+ "'Shape_Length': the length of the perimeter of the geographical area.\n",
+ "'Shape_Area': the area of the geographical region.\n",
+ "'geometry': the geometric shape of the area, which includes both POLYGON and MULTIPOLYGON data."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "da41d09f",
+ "metadata": {},
+ "source": [
+ "### What is the geographical distribution of biodiversity hotspots?"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "4c68ee0f",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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g9uTJkyaPxbt++uknAoBcuHBBYrw46DFmzJg6y+Tn5xM5OTnCYrFIWloaM178wOvp6VnvMvUFWhoK2tja2hIA5NixY++9T2+rrKwkUlJSpEOHDhLjWzPgVl1dzXwnbwdm6nsw/P333wkAsmXLlmalobkBtw0bNtQ7vamAm4KCAiksLKyz3MiRIwkAsmbNGmbcpwy4iYMlHh4e9S7j4uJSJ6guTp+SkhLJz8+vs4yDg0OTwYy3GRkZEQDk+vXrdaZduHCBACAWFhYS4z824NbQMGbMGIngZ2PbKy8vJ7KysoTNZpPY2Ng6y2zbto0AID179mTGBQUFEQDEzMyMCASCOsu4u7s3O+BGyP99p+8G/lNSUgiLxapz3Pz9/esEAd82cOBAAoCEh4fX2Xa7du2ISCSqs8z7nmsfEnATiUTEwsKCSElJkaysLIlp4iDTpk2bmrX9t9PQnOHdNHXt2pUAILt27aqz3hcvXhAWi0UUFBQkgtSNBa9ycnLqDZI1RLyuzp0715lWW1tLDAwMCACJ39q2TjNFURRVP9qGG0VRFPXBDhw4UGd4+fIlM/3GjRsAINEb4NvE1djebgMoODgYwJvqVO+SlpbG8OHDJebj8/l48uQJWCyWRFU7sZ49e0JNTa3BfdDV1YWrq2uD04VCIW7cuIGVK1di2rRpmDBhAiZMmMBUe0xMTKx3uVGjRtUZp66ujt69e4MQUm8HE7179653GTU1NWRnZzeYRrGsrCzExsZCRUUFI0aMaHJ+sczMTPzvf//DvHnzMGnSJEyYMAEzZswAj8drcP9aAyGE+fx2G1D1EbcXuGHDBhw7dgxlZWUtkoaBAwd+0HK9e/dmqiK/TdwunTi/fmqNnU8A8M0330jM9zYXFxeoq6vXGW9lZQUAzcqTaWlpSEtLg6amZr35e8CAAVBRUcHLly/x+vXrJtfXXJ6enggICEBAQADGjx+P3r17Q01NDSdOnMC6desabCvsbWFhYaiqqkKHDh3qrbo7btw4AEBoaChEIhGA/zuOw4YNq7cavjg/NJf4ezt69KjE+KNHj4IQIvG9ikQiBAYGQk5ODn369Kl3ffVdc8UGDBhQ73nXWufa21gsFqZOnQqBQIB9+/Yx4/l8Pvbv3w9paWmMHz/+vdc7dOhQJh+8O9R3jPh8Ph4+fAig/nPG0dERjo6OKC8vZ9q3a4qWlhYMDAzw/PlzLFmyBK9evWrWcvX9hnC5XOZ37u3fwM8lzRRFUZQk2oYbRVEU1SDxw3Z+fn69099uqHv69OnYtWuXxHRx48tjx45t8IH/3fWLO0UwMTGpd17xeHHnAwUFBaitrYWmpiZkZGTqXcbIyAiFhYUNTmtIRkYGBgwYUKfXzLc19PBpbGxc73hx+uvr/KG+dt0AQFFRscH0vy09PR3Am54dmwpYiW3atAlLliwBn89v1vyt6e18UF/w6m0+Pj6YP38+tmzZgtGjR0NKSgodOnRAr169MGnSpA/u3fJDeyH9kO/7U3jf8+ltjeVHAKipqWn29hs6PiwWC8bGxiguLkZmZqZEW1IfY8qUKXU6WSgrK8OoUaOwfft2qKmpYfXq1c1Ke0PHTkVFBcrKyigpKUFRURHU1dWb3N+G1tWQYcOGYc6cOTh+/Dg2b97MBPGOHDkCQDLAkp+fj/LycgAAj8drdL31XdMbyvutda69a+LEiVi2bBn27NmDpUuXgsVi4eLFi8jJycHo0aPrDf425Y8//mjwmN+5cwfXr1+XGCf+PdHQ0IC8vHy9y5mYmODFixdNdoDztgMHDmDUqFH4/fff8fvvv8PY2BjdunXDqFGj0K9fv3qXae415XNKM0VRFCWJlnCjKIqiGiRulPnZs2cftLy41Effvn0bLGUQEBAAf3//Zq+zuYGk5mooSAe8eWh/8eIFhg4dikePHqG4uBhCoRCEECa4+HaprI/FZn/an+WHDx9iwYIFkJOTw/79+5GSkoLq6mqQN01OQFdX95OmR5zPLC0tweVym5x/06ZNiI2Nxe+//47u3bsjKioKa9euhY2NTZ3eWJursfzwqYjPm0+hsfPpU+XHlj6nG6KoqIj169cDqNsT7odq7bSrqqrC19cXubm5uHXrFgDgxYsXiI6ORseOHWFpacnMK8434o4nGhvs7e3rbKuxvN8a59q7NDQ0MHToULx69QqBgYEAgH/++QcA8O2337bINlrCh3znPXr0wMuXL3HkyBGMGzcOIpEIBw8ehK+vb70ls1val5hmiqKorwEt4UZRFEU1qF+/ftixYwdOnjyJ33///b17KhWXkJkyZYpEz5iN0dPTQ3x8PFJTU+t9KBSXmtPX1wfwphQel8tFfn4+qqur631oFJf8eh8VFRW4efMmtLW1cfz48Tr73lQVm9TUVDg6OtY7Hnizny3N0NCQSRshpMmHrLNnzwIA1q5di4CAAIlpVVVVLVrFrzmOHz8OAOjevXuzl7G2tsaiRYuwaNEiVFdX46+//sIPP/yAGTNmNDvPtQTx99rQ+Le/b3HpI3FppHd9SH5tiHi7DaXv3fOppTW1/bentVYa3mZqagrgTQ+seXl50NTUbHDeptJeUlKC4uJiyMrKMiUyxUHqpvLD+xg7dizOnj2LI0eOoE+fPkzpNnF1YDENDQ3IyMiAzWZj3759LR4M/BTn2vTp03H06FHs3r0bVlZWuH79OiwtLd/rmvAx1NXVwePxkJ+fj4qKinpLjH3oOaOkpIQxY8ZgzJgxAN688Bg+fDhOnz6NK1euwNfXV2L+5l5TPqc0UxRFUZJoCTeKoiiqQb6+vrC1tUVaWhrWrVv33sv36tULwP8FdppD3MbQv//+W2dabW0tTp48KTEfl8uFm5sbCCE4c+ZMnWWCgoJQUFDw3mkvKSmBSCSCrq5unWAbn89vcp9OnDhRZ1xhYSFu3LgBFosFT0/P905TU/T09GBra4vi4mLmODWmqKgIQP1VB0+ePNmipfeacufOHRw7dgwsFgtz5sz5oHXIyMhg4cKF0NXVRV5eHnJzc5lpXC5Xogp0S7tx4waKi4vrjD927BgAwMvLixknDsokJCTUmb+wsBDh4eH1buND9qGx8wkADh8+LDFfSzMyMoKRkRHy8vKYUktvu3z5MoqKimBhYdFi1UkbIw6Us1gsyMnJNTqvi4sLZGVlERYWVm9bhuJj5+npyZQGFB/H06dP11tSUZwf3seAAQOgrKyMc+fOoaKiAv/++y84HA5GjhwpMZ+UlBS8vb1RWlpa77FuSY2da/URB5mbyr9dunSBvb09zp07h/Xr10MkEmHKlCktlu6mcLlcdOrUCUD931VUVBRevHgBBQUFODs7M+Obu39v69SpE9MOYFRUVJ3p9f2GCAQCpkSh+JryOaWZoiiKkkQDbhRFUVSD2Gw2Dh06BGlpaSxbtgyLFi1CSUlJnfkKCgoQHx9fZ/zQoUNhZ2eHI0eOYM2aNXXafCKEIDQ0FKGhocy4yZMnQ1ZWFseOHcPly5eZ8SKRCD/++CMyMzPh4uIiEbCaPn06AGD58uUSbdQUFhbihx9++KB919LSgrKyMqKioiTSJxQKsXjx4nqDJW87fvy4RPtAAoEA8+fPR0VFBQYMGPDBbYU1ZcmSJQCA77//HhERERLTqqurcfPmTeZ/ceP3e/bskWjDLSYmBosXL26V9L1LXFKmf//+EAqFWLZsGRwcHJpc7ty5c0xD4W8LCwtDTk4OFBQUoKKiwozX09NDTk5OvUGxllBeXo7vv/9e4uH16tWrOHHiBGRlZTFx4kRmvKmpKYyMjBAZGYnz588z4ysqKjB16lSUlpbWu40P2YcRI0ZAW1sbISEh+PvvvyWmbdu2DU+fPoW+vn6rlgYUB1C///575OXlMeNfv37NnJ/fffddq21frKysDIsWLQIAdOvWrcH2rsTk5eUxadIkiEQizJo1CxUVFcy0hIQE/PLLLwCAuXPnMuO9vb1hY2ODpKQkZrrYrl278ODBg/dOt7S0NIYNG4aysjIsXLgQGRkZ6NmzJ7S1tevM+9NPP4HNZmPixIm4c+dOnenl5eXYu3cvqqqqmr399z3X6qOhoQEul4ukpKQmO6yYNm0aamtrsX37dnC53Dpt8bU2cX5duXKlREnmsrIyzJ49G4QQTJs2TaI0tbi0WX2/g2lpadi/fz8qKyslxldXVzOd74hLJ78tJCQEe/fulRi3YsUKpKWlwdHRUSJI/rmkmaIoinpHm/SNSlEURX1RgoODiY6ODgFApKWlSdeuXcmoUaPIoEGDiKurK+FyuQQAsbGxIZGRkRLLJiQkEFNTUwKAaGlpkZ49e5IxY8aQ3r17Ey0tLQKAbN68WWKZgwcPEjabTVgsFvHy8iKjR48m1tbWBADR1tYmsbGxEvOLRCIyePBgAoAoKCgQf39/MmTIEKKqqkpcXV1Jp06dCACSmZnJLJOcnEwAkG7dujW432vXriUACIfDIb169SIjR44kJiYmRFZWlsyaNYsAICtWrJBYplu3bgQAmTVrFmGxWKRbt25k1KhRzDHQ09MjqampEsusWLGCACD79u2rNx3Gxsbk3Z/s27dvEwAkICCgzvxz5sxh0i0+ft7e3kRFRYU4OTkx8+Xn5zPfq6mpKRkxYgTp2bMn4XK5ZPjw4fVutznH7V0BAQEEAPH09CQBAQEkICCADB8+nHTp0oXIyckx+Wr9+vVEJBI1uPzt27eZcd999x0BQPT19cmAAQPImDFjiLe3N+FwOAQA2bhxY73HxNTUlIwdO5ZMnjyZrF+/vtFj3Jz93rdvHwFAxo4dS5SVlYmpqSkZNWoU6datG2GxWAQA2b17d5317dmzh/mOunfvTvz8/Ii2tjaxtLQk/v7+dfa3OfsgznvJyckSy926dYvIysoSAMTFxYWMHj2atG/fnjlf7t27JzF/Y3mLkPq/j8YIBALSr18/AoAoKyuTwYMHk0GDBhFFRUUCgAwaNIgIhcJ6j+u751dT6str48ePJ3369CFqamoEANHQ0CDR0dHN2l5paSlxcXFhrl/Dhw8nvr6+REZGhgAgc+fOrZOGhw8fEnl5eQKAtGvXjowePZp07NiRsFgsMnPmzHqPbVPXgKCgIAKAGQ4dOtTgMdi5cydzHjg4OJAhQ4aQkSNHEnd3dyItLU0AkKKiomZv+33PtYbOJT8/PwKA2Nvbk3HjxpHJkyeTvXv31pmvuLiYuS4MGzaswf1sjDgN754LbxPn8/quZVOnTiUAiKysLOnfvz8ZPnw40dTUJABIp06dSEVFhcT8T58+JSwWi8jIyBB/f38yefJkMnnyZJKfn0+ePXtGABA5OTnStWtXMmbMGOLv78+sz9XVlVRXVzPrEufhGTNmEBaLRdzc3Mjo0aOJvb09AUCUlJRIeHj4Z5VmiqIoqn404EZRFEU1S0VFBdm6dSvx8fEh2trahMvlEgUFBWJtbU3Gjh1Lzp49S/h8fr3LFhcXk19++YV06NCBKCgoEBkZGWJiYkL69OlDtm/fTvLy8uosExoaSvz8/Ii6ujrhcrnEyMiIzJgxg2RkZNS7jdraWrJu3TpiaWlJeDwe0dfXJ3PmzCGlpaXEwsKCsFgsUllZyczf3MDRgQMHSPv27YmcnBxRV1cn/v7+5MWLFw0+oL8d9Ni3bx9xdnYmMjIyRF1dnYwbN46kp6fX2UZLB9wIIeT8+fNMkIHH4xEDAwMyYMAAcubMGYn50tPTyZgxY4i+vj6RkZEhtra25LfffiMCgaDFA27igcViEUVFRWJsbEz69+9P1q9fT3Jycppc/u0Az7Nnz8iCBQtIx44diZaWFpGWlibGxsbEz8+P3Lp1q846ysvLyezZs4mhoSGRkpKqsw8fG3BbsWIFiYmJIf7+/kRVVZXIysoSDw8PcvHixQbXuW/fPuLg4EB4PB7R1tYmU6ZMIfn5+Q0GtJrah4YCboQQEhUVRUaPHs2cu7q6uuSbb74hcXFxdeZt6YAbIYTw+XyydetW5lySk5Mjrq6uZPv27UQgENR7bD4m4PbuICsrS+zs7MiCBQtIdnb2e22vvLycrFq1itjZ2RFpaWmiqKhIvLy8yNGjRxtMR0REBPHz8yPKyspEXl6eeHh4kEuXLjV4bJu6BgiFQmJgYMAEQcrKyho9Ds+ePSMBAQHE2NiY8Hg8oqKiQuzt7cmkSZPIpUuXJALbTW37fc+1hs6lnJwcMm7cOKKjo8ME6xrKY15eXgQAuX79eqP72ZCPDbgR8ubFT+fOnZnfLHt7e7J27VqJ35G3HTlyhHTo0IEJbou3X1paSjZu3Eh8fX2JiYkJ83vg6upKNm/eXCcQ9vb5dfHiReLh4UHk5OSIsrIy8ff3rxMs/hzSTFEURdWPRcgnbKCFoiiKoj6xjIwMmJqawsLCArGxsa2+PW9vb9y9exfJyckwMTFp9e1RFEV9TdLT02FqagpDQ0O8evXqk/Vi+7mYMGECDhw4gNu3b8Pb27utk0NRFEV9BNqGG0VRFPVViIiIkGiHDABycnIwYcIECASCOj36URRFUZ+f3377DUKhELNmzfrPBdsoiqKor4tUWyeAoiiKolrCokWL8PjxYzg7O0NbWxvZ2dkICwtDeXk5OnbsiAULFrR1EimKoqh6xMfHY8OGDUhOTkZQUBAMDAyYznAoiqIo6ktFA24URVHUV2HChAkghCAyMhL3798Hh8OBlZUVhg0bhvnz50v0zkZRFEV9PrKzs7Fnzx7Iysqia9eu+PPPP6GgoNDWyaIoiqKoj0LbcKMoiqIoiqIoiqIoiqKoFkTbcKMoiqIoiqIoiqIoiqKoFkQDbhRFURRFURRFURRFURTVgmgbbo0QiUTIysqCoqIi7SWJoiiKoiiKoiiKoijqP44QgrKyMujp6YHNbrgcGw24NSIrKwuGhoZtnQyKoiiKoiiKoiiKoijqM5Keng4DA4MGp9OAWyMUFRUBvDmISkpKbZwa6kvA5/Nx48YN9O7dG1wut62TQ33BaF6iWgrNS1RLoXmJagk0H1EtheYlqqXQvES9r9LSUhgaGjIxo4bQgFsjxNVIlZSUaMCNahY+nw85OTkoKSnRizX1UWheoloKzUtUS6F5iWoJNB9RLYXmJaql0LxEfaimmh6jnSZQFEVRFEVRFEVRFEVRVAuiATeKoiiKoiiKoiiKoiiKakE04EZRFEVRFEVRFEVRFEVRLYgG3CiKoiiKoiiKoiiKoiiqBdGAG0VRFEVRFEVRFEVRFEW1IBpwoyiKoiiKoiiKoiiKoqgWRANuFEVRFEVRFEVRFEVRFNWCaMCNoiiKoiiKoiiKoiiKoloQDbhRFEVRFEVRFEVRFEVRVAuiATeKoiiKoiiKoiiKoiiKakE04EZRFEVRFEVRFEVRFEVRLYgG3CiKoiiKoiiKoiiKoiiqBdGAG0VRFEVRFEVRFEVRFEW1IBpwoyiKoiiKoiiKoiiKoqgWRANuFEVRFEVRFEVRFEVRFNWCaMCNoiiKoiiKoiiKoiiKoloQDbhRFEVRFEVRFEVRFEVRVAuiATeKoiiKoiiKoiiKoiiKakE04EZRFEVRFEVRFEVRFEVRLYgG3CiKoiiKoiiKoiiKoiiqBdGAG0VRFEVRFEVRFEVRFEW1IKm2TgBFURRFUf8NhBAIBALU1NQ0ONTW1oLNZkNKSqrZA5fLhZSUFDgcDths+i6RoiiKoiiKans04EZRFEV9dYRCIVgsFg2+tCFCCCIjI3HlyhVcvnwZ4eHhqKqqAiGkVbfbVLBOSUkJJiYmMDU1Zf6KP6uoqLRq2iiKoiiKoqj/DhpwoyiKoj6J6upqpKWlISUlBenp6SgqKkJxcbHEUFNTA4FAAKFQKPFX/FkoFMLY2Bi2traoqqpCSUkJMxQXFzOfy8vLAQBcLhfS0tKQkZFp8G9j097+KysrCyUlJaioqEBZWZkZVFRUoKSkBBaL1cZHuGXx+XwkJCQgIiICERERiIyMREREBNLT05mgFofDAYfDqfdzdXU18vLyIC8vj549e2L16tVQUFCAtLR0owOPx2NKwrXGUFhYiJSUFAQGBiIlJQWVlZXMPquoqEgE4t4NyMnLy7fhN0JRFEVRFEV9SWjAjaIoivpgJSUlePz4MUQiEeTl5SEnJwctLS0YGBgw8wQHB2Pq1KmIi4uTWFYcrBIPysrKUFNTYwI29f1lsVh4+fIlrl69Cnl5eSboZWlpKREIEwfAxNUUq6urmb/iz++OLy0tlRj/9rSamhpUVlZCIBDUexxUVFRgZWUlMXTr1g06Ojqtevxb0oMHDxASEsIE1mJjY1FbWwsAMDAwgKOjI8aMGQNTU1MQQiSCouLh7f/ZbDY8PT3RtWtXSEtLt/He1Y8Qgry8PCQnJyMlJQXJycnM54sXLyI1NZU5BgCgqanJBOGcnJywaNEiSEnRWymKoiiKoiiqLnqXSFEURTWJEILi4mLk5eUhKSkJd+7cwe3btxEWFgaRSFRnflNTU/To0QPy8vL466+/4OnpiSVLlsDY2BjGxsYwMDAAl8ttgz35cIQQVFdX1ylNJy4xFR8fj2fPnuHw4cMAgD59+uDatWufPJ0VFRUIDw/HkydP8Pz5cygpKYHP50NOTg4ODg7Q0dGpUxrv0qVL8PPzg7y8PNq1awd3d3dMmTIFjo6OaNeuHVRVVT/5fjSHSCQCn8+HQCAAn89/r8/vBgulpKRgZmYGY2NjZhyfz0dmZibu3r2Lu3fvIi8vD3l5eXjy5AliY2Px3Xff0YAbRVEURVEUVS96l0hRFPUfVVNTg4SEBKZUT3JyMnJyciRKdhUUFCA3Nxf5+fkSpbt0dHTQvXt3fPvtt+jatSvk5ORQUVGByspKpKWl4fbt2wgMDMTLly+xevVqLFmyBBwOpw339uOxWCzIyspCWloaXC4XhBBkZWUhPj6eqXL58uVLZn5XV1e8fPkSGRkZSE9PR2ZmJoqLi1FWVobS0lKUlZXVO4iPMyGEGd7+n8ViwcnJCf369UO/fv3A4/Hw+PFjPHnyBE+ePEF0dDREIhFkZWXh6OiIkpISJCYm4u+//wYAKCkpwcbGBtbW1tDW1oaysjKWLVsGAJCTk0P37t0xdOhQODk5fbbBpJUrV2LVqlWfdJv9+/eHm5sb3Nzc4OrqCg0Njfdeh0gkQklJCcrKyqCkpAQlJSXaziBFURRFUdRX6vO8k6YoiqJa3Y4dO/D9998DAGRkZGBiYgIdHR0mqKSsrAw7OztoampCU1MTWlpa0NTUhL6+PszNzRtss6xDhw4YNGgQgDcBhi8xoFBUVIR79+4hNDQU6enpyM3NRV5eHhN8FAqFzLzq6upwcnJC//79kZCQgKSkJBQUFGDt2rVYu3YtM5+qqirU1NSgqKjIDJqamjA3N2f+V1BQYEr+sVgsiUE8TiAQ4P79+/jzzz+xevVqAACHw0G7du3QqVMnzJ07Fx07doS9vT2kpKTA5/Nx4cIFWFtbIykpCXFxcczw8OFDlJSUMGnMy8vDunXrsG7dOmaclJQUEhMTYWJi0pqH/L2MHDmyyYCbtLQ0c0wVFBRQUVGB7OxsVFdX15mXw+HA0NAQeXl5qKioYMbr6+tDVlYWL1++RGpqKpYtWwZ3d3dmek1NDfLz85Gfn8+UfhN/ru/vu3mHxWJBWVkZqqqqUFVVhYqKCvPXxcUF06ZN+yLPH4qiKIqiKIoG3CiKor5K1dXVqKioQG1tLfh8vsRfWVlZWFlZoaCgAACgpqaGUaNGoUePHujTpw8UFBRaLB1fYrBgy5YtmD9/fqPTDQwMoKmpCUtLSygoKCA3NxcFBQWYMmUK4uPjMWzYMAwYMACGhoYwMDCAgYEB5OTkWiyNc+fOhUAgwJMnT0AIgbOzc6Prl5KSgrW1NRwcHODv71/vPDU1NUhJScHz589x5MgRXLx4EQAgEAhw8uRJ/PDDDy2W/o9la2v7Ub2dVlVVISMjA2lpaUhPT0d6ejoyMjKgpaUFW1tbpgQgh8PBH3/8gWXLliEqKgrz58+HjY0NEhMTkZCQgNzc3Drr5vF4TJBaQ0MDurq6cHR0hIaGBjNOUVERpaWlKC4uRlFREdOBiPhvWloa9u7diwsXLuDo0aOfbZVeiqKoliIUCpGTkwMOhwMtLa2vriMiiqL+m2jAjaIo6iuSk5ODiIgI9O7du9H5OnbsiBkzZuDgwYO4d+8erl+/jh07dkBNTQ3z5s3DnDlzoKKi8mkS/RkRCAT1dnQgJyeHrl27onfv3nB2dkZYWBhOnz6NsLAwJCQk1Jnf3t4eAQEBrZpWKSkpeHh4tNj6pKWlYW1tDWtra4wcObLF1vs5kpWVhaWlJSwtLRucRyQS1akGHRMTA4FAAEtLS/j4+MDExEQiuKapqQkFBYX3elCsqKhAdHQ0oqKiEBkZifz8fKSmpoIQgmvXruHMmTOYPHnyB+8rRX1uKisrkZqaisLCQmhra7d1cqhPiBCCuLg4BAYGIjY2FllZWcjMzERmZiZev37NtAmrr6+PHj16wMfHBz169IChoWEbp5yiKOrD0IAbRVHUVyAiIgK//vorTp06JVFlbfjw4ZgyZQp4PB64XC54PB4yMzPxv//9D5MmTYK6ujqGDBmCqVOnQl5eHvfu3cOvv/6KNWvWwMHBAe3bt0eHDh3Qvn17ODg4MFUUm2qQXkZGRqLq5OfYQQIhBHfv3sWjR48QGRmJqKgopmdOHo8Hd3d3WFtbQ15eHvn5+QgPD8eCBQtACIGsrCycnZ3Rp08fLF26FEZGRlBXV4eamhrU1dVbtDQb1TbYbDa2b9+OzMxM+Pr6wsrKChoaGh9V6iItLQ0PHz5kgmuRkZF49eoV0zafhYUFHBwcMH36dLRr1w7t2rWDlZVVC+4V1RRCCEpKSvD69Wvk5+dDR0cHpqamEsHXkpIS3Lx5E6WlpdDV1YWenh50dXWhoaHxRZbq/RCEEOzevZsJEouHgoIC1NbWwsjICMCbUktKSkqYMWMGLly4gEePHiEpKQmEEHz33XdQVVWFvLw8CCE4f/48XFxc2njPqJaWmZmJwMBA3Lp1C4GBgcjKygKXy4WNjQ309fXh6OiIfv36QV9fH/r6+igvL8fTp08RGBiIw4cPgxACCwsLDBo0CDNmzICZmVlb7xJFUVSz0YAbRVHUF6ysrAxLly7F9u3bYWRkhM2bN8Pb2xtqampQVVWtN/DTsWNHDBo0CAkJCdi5cydu376N48ePo7S0lJmHx+Ph1atXePnyJfbv319vT6Qfgsvloqampk2rigiFQpw5cwa//vornj9/DkVFRTg4OMDd3R2TJ0+GkpISAgMDcezYMQQHB0NaWhpOTk7o3r07fvjhB7i6usLW1vaz7VCAajkzZ85sch6hUIjS0lKUl5ejtLSU6RBD/Fk8PHjwANevXwchBDo6OnBwcMDAgQOZwJqdnR0N1H5Cx48fR0REBF6/fo2cnByJoba2VmJeGRkZ2Nraws7ODllZWQgODpboREZMSkoKOjo60NXVhaGhIRwcHODo6AhHR0eYmZl98R3HvC0oKAjTpk1rcHpOTg6mTp0KNpuNq1evNlhqVlylGgDi4+NpwO0rUVhYiJUrV+LmzZuIi4sDADg7O2PMmDHo2bMnvLy8IC8v3+Dy4vxSUFCAO3fu4NatW9izZw82btwIX19fzJ49u8mS/BRFUZ8D+rRAURT1Bevbty/u37+PdevWYeHChe8VBLKyssLmzZsBvCmtUFRUhJSUFCQnJyM1NRVpaWlIS0tDamoqEhMTUVtbi6FDh+Lo0aMfnN5vvvnmg5f9WHw+H0ePHsW6desQHx+Pnj17IigoCN7e3kwAcO3atZg7dy4AQFNTE2PGjIGfnx+sra2hp6f3nym9QjWfqakp0tPTG51HV1cXZmZm2LNnDwYMGABNTc1PlLqvV1VVFdO78qtXryASifDtt9/WCVpGRkbi4MGDqK6uRm1tLWprayESiXD58mWmHUtVVVV4e3vD3d0denp60NPTg6mpKTQ0NJCZmYmYmBjExMQgOjoaKioq2LZtG/r37w8dHR28fv0a2dnZyMrKQnZ2NvM5NTUV//vf/+q085eUlPRVlNDx8fHBo0ePQAiBjIwMBAIBtm7dikOHDgEAOnXqBCkpKaSlpTHHQF5eHvb29tDQ0ACfz0fHjh1hYGAAPT09eHl5QV1dvS13iWpBaWlpOHHiBHJycphx1dXVmDhxIuzs7Jq9HnV1dQwdOhRDhw7Fxo0bcezYMfz555/o168fLCwsMG3aNOjq6rbGLlAURbUIFvmYVoe/cqWlpVBWVkZJSQmUlJTaOjnUF4DP5+PKlSvw9fX9LKvQUV+O5ualAwcOYPr06TAzM8P8+fMxYMCAetsg+1gVFRX45ptvcP78ebRv3x7h4eHo27cvevbsCTc3N7DZbAgEAggEAlRWViIlJQWvXr2Cvr4+vLy80KFDB/B4vBZP17uys7Nx7do1pKenS/QQmZeXh4yMDBQWFmLgwIH48ccfJXqbFLt16xYOHz6MV69eISkpCVlZWXXmOX36NIYMGdLq+9JS6HWpdQUFBWH9+vWQlZWFrKws8vPzcfPmTQBvAuInT55s0Y5I2lJb5aWysjJs2bIFCQkJTIAtOzubmc7j8UAIgaGhIcaOHQtCCIRCIV6+fImTJ09CR0cH2tra4PF44PF4qKmpQXh4OEQiEaSlpVFTU1Nnmz179sTmzZuhpKQEZWVlKCoqNjvgTghBbW0tiouL8c8//+Dnn39mpj169Ahubm4ff1A+QwKBAHfv3sXjx4/x8OFDJCUlwcTEBBYWFrCwsMDo0aOhrq5Or0n/IUVFRUhMTERiYiJ+++03ZGdn4/r16x9VkpEQggcPHuCvv/7CqVOnwGazceHCBVrijfoo9LpEva/mxopowK0RNOBGvS96sabECCHYtWsX1NTU6gyKiopNVql8n7wUExOD2bNn4+7duxCJROjYsSPMzc1BCAEhBElJSQgLC8Mvv/yCn3766YP3SSQSYfny5diwYQNqa2vBZrMhEokgLy+PHj16YN26dbC3t//g9Tfm8uXLGDx4MPPwKyMjA2tra9TW1qKqqgqVlZUoKytDTEwMWCwWtLS0JBqy19DQgJaWFoYMGYJ27do1ub2qqiqkpKQgOjoat2/fxq1bt5jOEQIDA9GjR49W2c/WQK9Ln87evXvx3XffQVFREX/++SeGDBnyVfW011Z56enTp+jYsSO4XC5GjBgBc3NzmJmZMYOuri5evnyJuXPnIjo6Gmw2GxwOB2w2G2PHjsUPP/xQJ+hZUlKCoKAgXLt2DVevXmVKKaqqqsLIyAiRkZF1qtIrKipCWVkZysrKUFJSgoyMDCorK1FZWYmKigqJv+K2NNlsNnr27Inx48dj0KBBjVaj+6+g16T/psLCQvj6+iImJgbDhg2Dl5cXPD09YWVl9cHXyeDgYHTt2pV5EZaVlYUHDx7g5cuXyMvLg7q6OnR0dODi4gJ7e/uvqlo31bLodYl6X82NFdEqpRRFUW8hhCA/Px8qKiof9YO7atUqrFq1qt5pSkpKMDc3Zx4a3/5saGhYb7VQgUCAxMREyMjIMIOSkhI4HA7s7OwQFBSE/Px8XL16FZcvX0Zubi5YLBYCAwOZdcTExHzw/ojfKGdnZ0NbWxvp6ekQiUSQk5ODlJQULl68iDFjxrRawO3UqVPg8/koKChgqoHFxMTA398fWlpakJWVhZycHH744Qf4+flBTU2t0fUJhUJkZWUxJfHEpWbEn98u2cbj8WBiYoK+ffti0aJF6N69e6vsI/Xl4vP5mD9/PrZv347Jkydj48aNUFZWbutkfTVcXV2xc+dOzJgxA1paWli5cmWdB3QrKytcu3at2etUVlbG4MGDMXjwYABAXl4eHjx4gPv37+P+/ftMe5NcLhfm5uYwMTGBi4sLOBwOSkpKUFJSgpqaGsjJyUFeXh5ycnISn8V/PTw8oKen16LHg6K+RGpqarh16xaWL1+OoKAg7N+/H4QQaGhowN3dHSYmJtDX14eenp7EXyUlJYnzXSQSoby8HCUlJQgMDASHw0G3bt2wf/9+zJ49GxUVFVBSUoK2tjYKCwuZewZFRUW4u7vDw8MDnTt3RqdOnf6TvbFTFPVp0YAbRVH/eUKhEJcvX8alS5dw5coVZGZmQkpKCtra2jAyMgKLxYKtrS22bt3a7NIJb8/HZrNhbm6ORYsWQVFREampqUhKSkJSUhJOnjyJ1NRUpiQFj8fDtGnTsGLFCon1rVmzBqtXr5YYx+FwYGVlBRcXF/Tv3x99+vTBuHHjMG7cOGYeBwcHFBUVYc+ePejTp897H5vS0lIcPnwYO3bsQHR0NGRlZSV6Qa2srISamhrmz5/fYKPYLWHfvn3Yt28f5s+fjy1btgAA7t27hy5dutQ7PyEEOTk5TJt04r/iz6mpqeDz+cz8Ojo6TGmZHj16SJSeoW23UU0ZN24cTp8+jf/973+NNiRPfbjp06dDKBRi9uzZuHbtGr777juMGzeuxTqa0NDQgJqaGvT19dGuXTuIRCLcv38ffD4fcXFxiIuLg7+/P6ZPn94i26Oo/yIFBQVs2rQJwJtSpg8fPkRoaCiePn2Ke/fuISsriwmQicnLy0NHRwe1tbUoKSlBWVkZ3q6gZWdnh5kzZ+LEiROYOHEi1q1bBy0tLSZIV1lZiadPn+L+/ft48OABdu7ciTVr1jDLl5WVfTXV/imK+vzQKqWNoFVKqfdFiyN/mY4ePYqxY8c2Od+tW7fg4+PTrHUSQjBp0iTs37+fGWdubg43NzdISUlBTk4O7dq1Q4cOHWBnZ4e8vDwkJSXh0aNH+P3336GqqoqpU6di6dKl4HK52LFjB2bNmoXffvsN7dq1Q1VVFfLy8hAREYHQ0FBERESAzWZjwYIFWL9+PbPNvXv34pdffkFycjIsLS3h4+MDVVVVqKioQFlZGSoqKkxpvrerQ1VWVuLFixc4evQoqqqqoKSkhOLiYgBA+/bt0b17d/j6+sLFxeWTvSEWCoWIjIzE3LlzERwcDA0NDeTl5dWZb/bs2di7dy+qqqqYcaqqqjA1NYWJiQlMTU0lPpuYmHzVvUPS61LrMzExwbBhw/DHH3+0dVJa1eeQl4KDg7F582acO3cOKioqmDp1KmbNmgVDQ8OPWu/OnTsxc+ZM8Hg8WFlZwcbGBjY2NpCSkkJGRgaUlJRQUFDAdIyQm5uLb775BuvXr6cB+ff0OeQj6vNVXV2NrKwsZGVlITMzE5mZmXj9+jWkpaUlqnQrKyvj1atXWLFiBWpra7Fr1y6MGjVKYl2EEJSWlqKoqAiFhYXM8OTJE5w4cQJpaWk4d+4c/P3922hvqc8FvS5R74tWKaUoimoCn8/HxYsXceDAAairq6OmpgbV1dUQCATgcDiQlZWFlpYWeDwe5syZ0+xgGwCwWCymioO+vj4cHR0hFArx+vVrCAQClJaWYu/eveDz+eBwOLC1tYWDgwPU1dUxbNgwHDx4ECtWrEDnzp3Rs2dPjB07FocOHcKqVaswcuRI+Pr6ws7ODjweDzIyMpCSkkJ4eDgIIcjNzQWbzYa0tDQmTZqECRMm4N69e9i3bx8ePXqE4uJiZmjonQuPx4Oenh5++OEH6Ovr49tvv2WmPXv2DM+ePcP27dsxYcIELFq0qFV63UtJScGVK1fw4sULPH/+HFFRUaisrIS6ujpmzpyJKVOm1FkmNzcXO3bsgLS0NAYOHAh/f3/0798f2traLZ4+ihKTlpZu6yT8Z3Tp0gVdunRBcnIy/vrrL+zcuRN//PEHBgwYgM6dO6N9+/Zo3749NDQ0mr3O8PBwzJs3DzNnzsS2bdsk2nkyMDBAZmYmAMDd3R36+vro2rUrWCwWNm3ahKCgIHTo0AE2NjbQ09NDr169aC+0FPURZGRkmBLmjfn111+xfPlyCIVC+Pr6MvdzbwfXiouLJUrli7HZbKiqqmLMmDEYMGBAa+0KRVEULeHWGFrCjXpf9O3Ip1NSUoLMzEymYWxxA/6vX79GZmYmMjIyUFlZiR9++AGysrJ1lk9MTETXrl3x+vVrcDgcdO/eHW5ubkwphoiICNy7d48pJTVmzBgcOXKkRfehpqYGUVFRCA8PR1hYGOLi4pgbxezsbAiFQowfPx4HDhwA8KYh/19++QXnz59HdHQ0gDeBvaYu47NmzcKmTZvq9BIqbgeluLgYfD5foh0icTtyVVVVTFULVVXVOlU93hYSEgJPT88PPh5ihBBcunQJ33zzDSorK2FnZwcnJyc4OTmhffv28PLyarDH0/LycsyYMQOPHj3Cy5cvQQhhqt46OTnBwsKCKdX3dgk/8WdlZeVP0pvqp0SvS63P0dERTk5OOHjw4FfVScK7Pse8VFZWhgMHDuD48eN4/vw5ysvLAQDGxsY4ffp0g70hZmVlYc2aNXjw4AGioqLg7OyM0NBQieBpRUUF8zIGAPbv348uXbrAwMAA6enpWLt2Lfbt2yex3t9++w2LFy9upb39OnyO+Yj6slRWVkJfXx+1tbWQlZWFrq4u1NXVoaamBlVVVaaTKlVVVaiqqkIgECA/Px+ZmZlISUmBjIwME5x3cnKCqqpqW+8S1cbodYl6X7SX0hZAA27U+6IX69aVnZ2Nc+fO4ezZs7h9+zYEAkGD83K5XPD5fERHR8POzq7O9Pz8fCxevBj3799HXFwcgDeNaFdUVDDrVVBQgI2NDXr06IFffvnlk36nfD4f58+fh5+fX72lZ9LT01FeXg5VVVXMnj0bp0+fbnR9BQUFTXYk0JDFixdj8+bNePr0KQwMDBAbG4vY2FjExMQgPDwcd+/eBQBYWloyPXm+rzt37uD27dt49OgRHj9+jKKiIvj5+eHw4cMffP2tqKhAVFQUXrx4gYiICLx48QIpKSkoKipCRUVFs9eTlJTUKiX4PhV6XWp94rYFvby8sGHDBnTq1Kmtk9QqPve8dPDgQUyaNAlCoRAuLi44d+4cDAwM6p134MCBCA0NxeDBg+Hu7o6hQ4fWuUaWlpbCxsYG2dnZDW5TU1MTTk5OcHR0hKamJr755psGt0m98bnnI+rLQAiBQCCok5eEQiEuXLiA69evIzIyElFRUSgtLQXwpuMEBwcHCAQCPHnyhFmXiYkJfvzxR4nS/NR/C70uUe+LVimlKOqrkJqaihMnTuDs2bN4+PAh2Gw2unXrhs2bN8PZ2RmEEIhEIqbTAR0dHejr6+PQoUOYN28eLCws6l2vhoYG9uzZAwAoKirC48ePERYWBhUVFabtHl1dXaa0ikgkglAo/KRdynO53AbbBjI0NMStW7fQvn17pvSFGIfDYdoh8vDwwOTJk5m3t+++Y3m3NI5IJMKmTZvw4sULpKamIiUlBZmZmRCJRPj777/x119/wdPTs05JttLS0g8+Nnl5eXV6/pSXl0dtbS1u3bqFIUOGfNB65eXl4e7uDnd3d1y6dAkxMTHg8Xiora1t9jq4XG69JSQpqri4GM+fP8fz588hLy+P9u3bIyQkBB4eHhgzZgwOHDhQb4/DVOvR19dHp06d8ODBA4SFhaFfv37M4OnpCRaLherqaty+fRsXL17E8ePHMWLEiAbXp6SkxPRYXFtbi7S0NLx69QppaWkwMDCAk5MTdHR0vupSjVRdNTU1yMzMRFFRETMUFhairKyMae6Ban3vnnc1NTXYtWsXtmzZguTkZNjb28PJyQl+fn5o164dHBwcmI6wli9fLhFwS0lJwdSpU3Hz5k1oa2tj6dKltHdhiqJaBL0TpCjqs0MIwYMHD7B582acOXMGPB4Pffr0wb59+zBgwACoq6tLzF9dXY20tDSUlpYiIyMDv//+O44ePQoPDw/weDyUlZUBePNmsz6qqqro06dPvb14Jicn459//sHevXuRl5cHPT09GBoaYuLEifW2IfaxysrK8PjxYwQHB+P+/fsIDAyEoqIihEIhtLS0oK+vjxEjRqCqqgqDBw+GQCBA//794eXlBWNjY6YdutLSUty7dw/79+/H//73vwa35+XlhUmTJmH48OFQUFBAZWUlFi1aBG1tbbi4uGDYsGGwtraGqakpOnfu3OB66nuzIxKJUFtbCxkZmUb3WVNTEz///DOuXLmCyMhI8Pl8VFRU4Pr161BRUfnggNvbampqEBMTg5ycHABA586d8eOPP8LLywvKysofvX7qv+HOnTv466+/8OzZM7x69QrAm/aGtLS0IC0tDQcHB0hLS6O0tLTJqt5Uy/Px8YGPjw+Kiopw8+ZNXL16FYcOHcKGDRvqzOvl5YXhw4c3e908Hg8WFhYNvsShvk6EECQnJ+PRo0d4+PAhHj58iOfPn9d5cSNuN3XJkiWYPn06fvvtN9rzZSshhKC2thYcDod52Qq86TBp3759GDFiBE6cOAFXV9cG1/Htt98iLS0NqqqqkJGRkQic3rx5E0lJSejXrx9u3ryJxMREsFisegdxkyZWVlZwd3dHp06d0L59e9quJ0VRDFqltBG0Sin1vmhx5I/D5/Nx6tQpbNmyBY8fP4aVlRXmzZuHcePGSdy45uXlITQ0lBnCwsIkbn4NDAwwefJkcLlcBAYGIjg4GAKBAKqqqjAyMoKxsTEziP+3trauE3gJCQlB165dweVy8e2338LBwQEZGRkICwvDjRs3EBwc3GgQqql9/fbbb1FWVgYZGRlwOBym+qNIJIKKigrU1dXB4/FQVVWFiooKpkfOnj174vDhwzh27BjOnTuH0NBQ8Pl8SElJMT14iQdpaWmUlJRgwIAB0NHRkUhDdXU1zp8/j1u3bsHBwQEREREAgI4dO+Lp06cS84pLeqmpqUFTU5MZgDfXytLSUpSVldX5C7wJdOrr69c78Pl8PHjwAPfv30d4eDjTlpybmxs6d+6MsWPHwtbW9oOO8bsEAgFu3bqFQ4cO4ezZs6iqqoKnpyf69u2LPn36oEOHDhKl9IRCIaqrq1FdXY2amhrw+XwIBAJmEAqFEp95PB5kZWXrDG3dJhy9LrWc7du3Y+HChaiurgYAdO3aFfPnz0evXr0gLy/fxqlrfV9iXhKJRHjx4gWePn3KdDIjKysLb29vem/XRtoyHxFCkJKSgvDwcCQmJqKkpASlpaWN/hU3M2FhYcEEVWxsbJg2wgQCAXJzc/HixQssWLAA1dXVtOfL90AIQXV1NaqqqlBVVQVlZWWJez6BQIDnz58jODgYwcHBCAkJqdNDubgd3507d2L69OkflZ5Dhw5h/Pjx4HK58PT0hLOzM9NerrhWhfizuFprVFQUwsLCUFNTAx6PB2dnZ3Tq1Aldu3bFwIEDv5jrZVuprq5Gfn4+pKSkmIHL5TKf2Wx2q5ck/hJ/36i29dW34WZiYoLU1NQ642fOnInt27fD29ubaVdIbNq0aY2W9HgXDbhR74terD/OvHnzsHXrVgCAnJwcFixYADk5OWRnZzNDRkYGUlJSALwJrImrN7Zr1w7KyspQVFREZGQkvv32W5SXl8PHxwcDBgyAiooKUlNT6wzitry4XC569eqFESNGwN/fHyoqKigpKcGYMWNw5coVBAQEYMuWLVBRUYFAIEC3bt0QFxeHyZMng8PhIDIyEgKBAPLy8pCXl8fs2bPh5ubW4L5mZ2dDT0+Paay3trYW1tbW6Ny5Mzp37gxzc3Ncu3atTl66cuUKBg8ejHXr1uH7778H8KatsuDgYLx69QolJSUSQ1FREYKDg1FbW4tRo0Zh1apVMDU1ZdYnFAqhoqICDoeD8ePHw8XFBVZWVsjLy0NNTY3EUFlZiYKCAuTl5TEDm82GkpISFBUVoaSkJPFZQUEBHA4HmZmZyM3NRU5ODjIzM5GZmYmsrCzmIUZces7DwwOdO3dGu3btWr0qXllZGc6cOYNz584hMDAQZWVlUFRUBI/HY4Js9fVs9iGMjY3RqVMnZvjUb7/pdallVVVV4c6dO7hy5QouX76M5ORkaGhoIDo6GlpaWm2dvFZF8xLVEj5VPhKJREhMTER4eLjEUFxcDOBN6XZxZzlKSkrM37c/Kysrw8jICEZGRiguLkZSUhJevnwpMYjbBwOAHj16YPHixejVqxetavwOkUiEf//9F7/88gtKS0uZAJv4BYaYlJQUOnfujI4dOyIiIgIPHjxAeXk5ZGRk4O7uji5dusDS0hIikQh8Ph8vXryAnZ0dtLW1MXjw4Aab4mguQgiePXsGa2vr93qRUltbi4iICDx8+JApEfny5UsYGRlhwYIFmDFjBr1u/n/p6en47bffEB8fj8TERKSnpzdaKlxKSgoaGhowNzeHpaUlrKysYGVlBUtLS1hYWEBOTu6j00R/36j39dUH3PLy8iQehqKiotCrVy/cvn0b3t7e8Pb2hpWVFVavXs3MIycn916BMxpwo94XvVh/nJcvX2Lfvn0oKipiGuavra2Frq4udHV1oaOjAz09PbRv3x6enp4wMjKSWL6yshILFy7Ezp074e/vj3/++QcaGhoNbo8QgqKiIqSmpiIkJAQnT55ESEgIpKSk0Lt3b/Tv3x/q6uo4deoUTp48CT09PezevRu+vr4oKirChAkTcOHCBejr68PJyQmysrKoqKjAs2fP0L59e1y9erXBbfP5fPB4PIwYMQLW1tYoLy9netdbv3495OXl681LfD4f2tramDt3LlauXCkxPi4ujmlTqra2FgEBAXB1dUVxcTH27NmDDRs21EkXIQR79uxBYGAgwsLCmKoTPXr0QIcOHSAjI8OUCFFQUJB4CKmurkZSUhIzJCcno7i4GBUVFczwbtBKTk4O8vLyUFFRQffu3TFkyBD07t27TR9M+Hw+Hj16hJCQEABvqghKS0sz+y7+/+23rW8P4p5ya2trmQcI8UOEuOOGhw8f4unTp8zb7/bt28PDwwMeHh4YPHhwq14v6HWp9RBC8OLFC3To0AH79u1DQEBAWyepVdG8RLWE1spHWVlZCAkJQWhoKMLDwyV6rTUxMUGHDh2YoX379nVKfVdVVSExMRFxcXESQ3x8PCorK5n5DA0NmerFbw9mZmb/2WqkycnJCAoKQmhoKPLy8lBWVoaysjKUl5dLfAaAQYMGMfdM4kFOTo75nJycjBs3buDZs2dwdHSEl5cXunTpAhcXlzovqz73a1JUVBR++uknXLhwAWfPnsWgQYPaOkltTly7ICMjA127doWlpSUsLS2ho6MDkUgEgUBQp0ZBeXk5ioqKkJCQgMTERMTHx6OkpIRZp6GhIROIc3Z2xpQpU5gqx1FRUVBQUICmpiYUFBQavN/83PMS9fn56jtNEFdlEvvtt99gbm6Obt26MePk5OTq/JhSFPX5srCwwNq1az9o2YSEBAwePBgxMTFYunQp1qxZU6cRf5FIxJTWqq2tZT7zeDx4enrC0tISpaWleP36NU6ePIlZs2ZJvHHLysrCgAEDUFBQAFVVVZw/fx4VFRUSb0CLi4vh5+eHu3fvghDS4A87l8uFu7s7bt68iQcPHkBBQQFsNhvR0dEYN25cg70cbtu2DSUlJUxVlcrKSkybNg0nT55kOk8wMzNDTU0N/vrrL3To0AGbNm3CggULwOfz8csvv6CkpISpPstisTBlyhSmPbri4mKcO3cOhw8fxvnz55nAkbhaa32dLhgaGsLc3BzOzs5QV1dngmry8vKQk5ODnJwcamtrJQJxGRkZOHPmDP7++2/Y2Njg9OnTbdbQNJfLhZeXF7y8vFp1O2+//X7w4AHOnz+PLVu24OTJkxg2bFirbptqecXFxXjy5Alyc3OhoaGBGzdufPUBN4r6XBBCkJCQwFQxFJfyBt78Brq5uWHgwIFMcO3dHmhrampw/fp13Lx5k3nBl5KSwvzGaWpqwsbGBq6urhg7dixTksbU1PQ/25FOQUEBSktLmXuniIgI3L59G0FBQUhNTQWbzYaTkxP09fWhp6cHRUXFOoORkVGzXrLNnDnzE+1V63n9+jWeP3+O4uJiqKuro2fPnm2dpM/C/Pnz8ezZM4SGhn5wsyyEEOTn5zMBuISEBERHR+N///sfOBwOfH19mfaWDx48yCwnLS0NDQ0NaGpqQldXF3p6ekwTJ9ra2nj16hVyc3Ohq6v70SUlKUrsiy3h9rba2lro6enh+++/x48//ggA8Pb2RnR0NAgh0NHRgZ+fH5YtW9ZokVPxD4hYaWkpDA0NkZ+fT0u4Uc3C5/Nx8+ZN9OrVi74d+cS2b9+O+fPnM/9zuVyoqamBz+cz57a4CmNT8vLyoKysDIFAgLKyMkRFRSE8PByZmZmora2FoaEhysvLUVlZyZRMEweSYmNjUVlZiQMHDqBfv37vtQ+RkZFwcXGBvb097O3tAbypjlheXo7i4mKUlJTgzp07mDRpEjZt2oSqqir06NEDYWFhmDFjBoYNGwZHR0coKytDKBTi2rVrWL58OSIjI5Geng6BQIB27dph8ODBWLRoEYyMjN7rwUEkEqG8vJyprsrlcmFiYvLB1SMFAgGCgoIwZcoUODo64tKlSx+0ni9VZWUlVFRUYGlpiaFDh8LPzw8uLi4tfpNHr0utY9q0adi3bx+ANz3iiqudf81oXqJaQkvko4ULF2Lbtm1gs9lMKajOnTvD09MTurq69S5TVFSEq1ev4uLFi7hx4wbKyspgYGAAR0dH2NjYwNramhne7ZzpvywrKwvLly+XCFyItWvXjqlZ1KVLF6ioqHzStH0u1yQ+n4/o6Gg8efIET548waNHjxAbGwsAcHR0xE8//YTBgwe3Wfo+J6NGjcKZM2cgJyeHvn37YsiQIfD19ZUoHVpeXo6XL18iIyMDIpGI6ZyioYHFYmHjxo24desWjhw5An9/fwiFQigqKkrc+xsaGsLExARqamqoqqpCQUEBsrKykJOTI9EBx40bN+Dt7f0pDwv1BSotLYWGhsbXW6X0bSdOnMCYMWOQlpbGdOH8999/w9jYGHp6eoiIiMDixYvh5uaGM2fONLielStXYtWqVXXGHz16tEXqhlMU1TRCCPh8Pqqrq8Hn8yEjI9PsNjRqamqQl5eHnJwc5OTkoKysTKIaIJfLBZfLRXZ2No4fPy6xrLgDBUNDQ/B4PKSlpSE1NRXp6ekSHTKw2WzIyspKVDcUV7mUkZGBgoICBg0a9EGla4VCIa5cuYKUlBRkZWXh9evXkJKSYkqLycvLQ1NTE2PHjoWcnByKiorw888/IzMzE8Cb9mh0dXUlqmk8f/4ceXl5OHz4MBQUFHD16lXs2rWL2aaKigrTAYKWlhY0NTWhrq4u0R6buC22t78jkUjE9EJaWVmJqqoq5q/4c2VlJYRCIZSVlaGqqgpVVVWIRCJkZWUhOzsbWVlZSExMREZGBtq1a4c1a9a89zH70j19+hQhISEICwtDWVkZtLS0sHjxYpibm7d10qgmlJaW4u+//0ZISAjc3d0xffp0qKqqtnWyKOqrJxKJsH37dgQGBuKPP/5otOfYnJwcPH78GI8fP0Z0dDREIhEsLCzg5uYGNzc3GBsb07bWGlBbW4vz58/j9OnTTBMYRkZGzD2Vtrb2f7aX7+LiYkRGRiIxMRGJiYlISkpCbW0t2Gw2jI2NYWlpCXt7ezg5OX3yIOSXIDs7Gw8ePEBoaCiSkpLA4/Hg4OCA6upqZGdno6io6L3XKS0tjaVLl8LZ2ZkZJ26iRlwSLikpSaLNQCkpKcjJyYHD4TDblJGRwYYNG2BoaPjR+0l93SorKzFmzJj/RsCtT58+4PF4uHjxYoPzBAUFwcfHBy9fvmzwQYaWcKM+1ufypu1zd+jQIZw6dQoVFRUSJcTEn8Xtfol7ndLU1GSqc+jo6IDH44HH44HL5Up8lpWVhZeXV5M/kllZWTAxMWlwupycHFPKTDzY2tpCQ0MDPB7vk9ycv09eevuBIj09HWVlZSguLkZBQQGUlZWxaNEimJmZMUHHgoIClJSUICMjA6mpqUhLS5MY+Hx+nW1ISUkxQbbmkpOTg5SUlESD0mJqamqwsLCAjY0Nxo0bh65du/6nH3oEAgEePHiAxYsXIy4uDseOHUPv3r1bZN30utRycnNzMXfuXCgqKkJVVRVVVVW4evUq0tLSoKamhkuXLsHV1bWtk9lqaF6iWsKH5qOEhAQcOXIER48eRWpqKpSUlJCfn1/vvKdPn8avv/6KyMhI8Hg8dO/eHX5+fujfvz/09fVbale+av/73/8wd+5c2NjY4M6dO3Wq5X4OPvU16d69exg0aBDTHp2pqSlcXV3RsWNHuLm5wdnZmRbSeE/Jyck4c+YMgoKCoK6uDnNzc1hYWMDS0hJGRkbgcDgSL3obGjQ0NJrMowKBADExMUhNTUVpaSkzlJWVwdnZGRwOBwMGDKC/b1SzNLeE2xfbhptYamoqbt261WjJNQBwd3cHgEYDbtLS0vVWjRKXiqGo5qJ5pnHl5eW4fv06RCIROnbsCD8/PygoKNQZpKSkUFZWxryZio2Nxd27d8Hn88Hn81FbW8v8fbvIuJOTEwYOHIiAgIB6z3djY2Ncu3YNqampEo3fKyoqwt7eHiYmJm3adsOLFy+QlpbGdJH+bl6qra1FWVkZU+XFwMAABgYG6Nq1K3bu3Inr16/j4cOHTOCyvmoM0tLSMDExgampKUxNTdG3b18MGzYMJiYmyM/PR0FBAQoKCpCfn4+SkhJUVlYyRffFDdGWlpaCz+ejXbt2UFVVleipVPz9AW+6e09LS0NBQQHYbDYsLS2hpqYGQggKCwsBvCk1x+Vy/7NBNy6Xix49euDOnTsYNWoU/P39sXv3bkycOLFFt0GvSx8nKSmpzv2Gm5sbzM3NIScnx3Su8bWjeYlqCc3JR/n5+Th+/DgOHz6Mhw8fQklJCSNHjsT48ePh6elZ5zcjJycHs2bNwunTp9G/f38sX74cffr0gaKiYmvuymdN/FsrfqlWXFzMHPu3S/9zuVwIhUKm2YjCwkLIy8sjLi4OQ4YMwfXr1z/bTiE+1TVp1apVTLANeFPSLSsrC0lJSZCVlYVAIEB2djYeP36MoqIibNy4sd7eq8vKypgqj++2N/yxxFUwvxRWVlZYsmQJlixZUmeaUChEfHw8c09aXFwMe3t7dOjQ4YOOG5fLhYuLC1xcXOpME3eaQH/fqOZqbj754gNu+/btg5aWFvr379/ofM+fPweABtt1oCjq05k7dy46d+6MiRMn4unTp1i2bBn8/Pw+ap2EEBQXF+PGjRu4ePEitm3bhjVr1qB79+6YPn06hg8fLnFj3qdPn4/dDQlRUVE4duwYEhISUFNTw1SJdXV1Rf/+/eHl5dXozUFVVRVOnDiBnTt34tGjR8z4hQsXwsbGBjU1NSgoKEBhYSFzsxcQEIC9e/eCzWYjIiICAwcOREFBAXr37o3t27ejXbt2kJGRqdPjU3l5OVJTU5GcnIwHDx7g2rVrTBpWrFgBLS0taGlpQSQS4fbt23j+/DmysrKQmZnJ/M3Ly2PSeOXKFXh4eAAAKioqEBcXh5iYGMTGxiImJgYxMTFISkqCsbExtm3bBnd3dzx58gR9+vSRqDYgJSUlEXBVVVVFr169MGTIEDg6Ov4ngnHy8vI4e/YsZs+ejUmTJiE9PR3Lli37T+z7l6Br167Izc3F9u3bsW3bNhQVFeGPP/5Aly5d2jppFPVVMjMzQ1lZGfN/RkZGvcEzQgiOHDmC7777DhwOBydOnMCwYcP+09fOXbt2YfPmzUhLS0NVVdV7L6+kpAQ1NTWm99W3m9f4rwoKCkJGRgbS09ORnp6O5ORkxMTE4MGDB9i3bx9zjCwtLZGfn4+MjAzMnTsXJ06ckGhOo6KiglmnnJxcnc4lxE16ODg4YMmSJc0OoCUnJ8PW1hYcDkeiqRBNTU1oaGgwAQJCCAghTDtqbm5un9W58vLlS+zcuROnTp1CWlpanelqamrw8fFBr169MHr06M82EExRwBcecBOJRNi3bx8CAgKYkhTAmzfQR48eha+vL9TV1REREYH58+eja9eucHR0bMMUUxQllp2djYyMDBgbG8PGxuaj18disaCiooJ27dohIyMDhYWFuHr1Km7fvo3bt29jw4YNsLe3R/v27eHp6fnR1b5evXqFZ8+eISYmBiKRCH/99RdTtcXDwwP6+voghGDnzp3YsGEDtm/f3mCvWzU1NbCxsUFaWhq8vb1x9uxZ2NnZ4cCBA5CWlkZSUhLk5eWhpqYGVVVVPHr0CCdPnsSBAwewatUqGBsbY+jQoVBWVsa9e/dgZGTUZPr5fD62bduG6OhoaGhoYP369UwPi0VFRfj777+xe/duJCUlQVNTE0ZGRtDX10enTp2gr6+PgwcPIjExEfPnz0efPn3w+PFjBAQEIC4ujtmGgYEB7Ozs4OvrCxsbG5w9exZ+fn4YOHAgXFxcUFRUhNGjR2Po0KESHVCIh8zMTGzduhWrV6+GmZkZhgwZguHDh8PNze2jvrvPnZSUFHbu3AkjIyP89NNPSElJwa5du+gb10+osLAQo0ePRmlpKdNroUAgwOvXr5Gdnc1UrZ4yZUqr925LUf9VGRkZ8PT0xLVr18BisTBkyBDIyMjUmS85ORmzZ8/GlStXMHr0aGzduhWampptkOLPy71791BWVoZff/2VaaPWyMgIqqqqzIs48cs48Wc2mw0VFZVWKXn1NZCSkoKJiUm9zZIIBAK8evWKqdp49+5d+Pj44M6dO3B1dYWVlRU6duwIPT096OrqMk1ulJWV1RlKS0uRkZGBf//9F0pKSujWrRtkZWUhJyfHtNErLS1dJ0iWmJiImpoaLF++HHw+H3l5ecjLy0NCQgLu378PgUAAFovFLFdUVISVK1fC0NAQQ4YMwbBhw9C5c+c2LSF36dIliZfwioqKcHJygpmZGfT19fHs2TPcuHEDJ0+exMmTJ3H58mWcO3euzdJLUU35ogNut27dQlpaGiZNmiQxnsfj4datW9iyZQsqKipgaGiIoUOH4ueff26jlFIU9bbNmzfj+++/x8CBA7F///6Pami8oqICQUFBuHjxIi5evIjXr1+DzWZLBOHNzc1hamqKqKgoHDhwAAAQGBiIwsJCJCUlISkpCdnZ2ejevTvGjBkj0eFBTEwM/vzzTwiFQowZMwZdu3ZFamoqLCwsQAiBmpoaOBwOE2xjsVh4/PgxBg4cCFtbW5w5cwY+Pj4YPnx4nbQ/efIEKSkpUFFRgZ2dHdLS0vD06VMIhUKYmprCzc0Nvr6+EoGWMWPG4OTJk5CVlcWePXtgbGwM4E01mp9++qnBYFtZWRnu37/PlDi7e/cukpKSMHPmTKxevZr5DsrKyuDt7Y34+HiMGDEC+/fvr1Ntp6ysDGvWrIGhoSGWLFmCixcvYvTo0XBycsK+fftgZ2cHGxubOu0ZTJs2DadPn8a8efNw48YNmJqa4t9//0VERATmzp0Lb29vZGVlISUlBZmZmVBUVISpqSnCw8Nx48YN/PHHH/jjjz9w9+5ddO3a9b3yyZeGxWLhxx9/hLGxMSZOnIiUlBTs2bMHpqambZ20/wRx8xIPHz4EANjb26Nz587Q0dFhqnAbGxvDzs7usyoVQFFfg8ePH2PTpk04deoU5OTk8N1332H27Nl1Okeora3Fxo0bsWbNGqirq+PcuXPw9/dvo1RLunHjBo4ePYrAwECUlpYyQRY9PT2Jz4aGhvDw8KhzHXn69CmePHkCHR2dD+7dUkdHBwoKCpg3b16daTwe74PWSTVMSkoKVlZWzP/dunXD+fPnwWKx0K9fvw/6rfDz88OcOXPqncZisZhOu8SDuITdwoULm1WNWigUIiQkBKdOncKJEyewdetWdOzYEffu3as3uP0puLu7Y+jQocjNzUV5eTkEAgFTWrCqqgqEEGhqaoLFYuH169f/6eri1Jfhq+g0obWUlpZCWVm5yYbwKEpMXP//3SAJ9X/+/vtvTJs2DYsWLcJvv/32QTcg1dXV2Lt3L86fP4/bt28zb2VFIhF4PB7c3NzQpUsXdO7cGR4eHkxbZ7///nudNiKUlJRgbm4ONTU1BAcHQyAQoFevXvD398fly5dx+fJl6OnpQVpaGsnJyTAyMsKhQ4ewfPlyJCYmIiYmBsrKyigoKEB4eDjOnz+PgwcPMlVgli1bhhUrVtT7plhXVxevX7+udx9LS0sRFBRUJy8dOHAAu3btwqNHjyASieDo6IhJkybh0qVLiI+PR0RERJ0esQIDAxEQEIDMzEzIysrC1tYWDg4OmD9/vkRvTgKBAP7+/ggJCUFoaCgcHBwa/A6Cg4MxbNgwAG/a2Bk8eDAOHToEWVnZhr+4/08csNu8eTN69uwJFouFwMBAieoq8vLyqKqqkmiLRFyq6NChQ/jmm2+a3M7X4s6dOxg/fjzy8vKwZ88ejBkz5r2Wp9el5iGE4Ny5czh37hzs7OzQsWNHFBYWYu3atXj+/DkWLlyIDRs2tHUy2xTNS1RLaCwflZWVQVlZGWZmZpg7dy4mTJhQ7z343bt3MWPGDCQkJGDevHlYuXLlZ1OtLDg4GN7e3rC1tUXfvn2hra3NVCUUVyvMzMxkqnn+/vvvWLRokcQ6OnXqxDQv8euvv2Lp0qXvnY4NGzZgzZo1yM3NbbPgSWv72q9JfD4fMTExdXqCr28QT9fT08OPP/743tsSiUS4efMm/P39MW3aNGzdurUV9qhh4u/y1KlTuHDhQr0dbonJyspCXV0dampqzf6rpqbWaKD5a89LVMtrdqyIUA0qKSkhAEhJSUlbJ4X6QtTW1pJz586R2tratk7KZ+nw4cOExWKR2bNnE5FI9N7Li0QicuLECWJiYkKkpKSIp6cn0dTUJBwOh8yaNYs8evSI1NTUNLj8gwcPyKxZs8jRo0fJo0ePSH5+vkQ6CgsLya5du4inpycBQNq1a0cOHDhAampqiEgkIqGhocTT05Ooq6uT27dvE0VFRTJ+/Pg62xEIBOT06dNESkqK/Pzzzw2mp0OHDgQAAUDc3NzIDz/8QI4dO0b27t3bZF4qKCgg//77L3F0dCQmJiYkJSWFKCsrk1GjRpG8vDxSXl5OysvLybx58wgA4uPjQ2JiYohQKGwwPUuWLCEcDodcv369wXnelpGRQXr37k0WL17c6HobYmZmRvr160f+/vtvMm3aNOLp6UnMzc0JACIrK0umTJlCDhw4QGbPnk3at29P2Gw2AUBUVVWJr68v2bFjB8nLy3vv7X5pamtryaRJkwgAsmXLlg9anl6XmjZhwgTmfHx7sLKyIvLy8sTc3Lytk9jmaF6iWkJ9+UgoFJK4uDjyzz//EADkwIEDDS5/9+5dAoB4eHiQFy9efIokN1thYSExNDQkXbp0IQKBoMH5RCIRKS4uJiNHjiTm5uZ17omWLFlC1NXVybJlywgAcvLkSUIIIUVFReTKlStk6dKlxNfXl3Tv3p14enoSV1dX4ujoSKytrYmtrS2ZMWMGWbduHeFwOMTHx4eUlZW16n63FXpNalnV1dWke/fuBADJzs7+pNvesmUL85u7cuVKEhUVRQQCAcnPzycJCQnkwYMH5PLly+TgwYNky5YtZNmyZWTWrFlk1KhRpHfv3sTFxYWYmpoSJSWlen/LARAFBQVibGxM2rdvT3x8fMiIESPI9OnTyerVq0lmZibNS9R7aW6siJZwawQt4Ua9L/p2pGFnzpzB8OHD0bVrV1y/fv29qzPEx8djypQpCAkJwYABAzBmzBjMmjUL+vr6OHbsGOzt7Vs0vUVFRVBRUalTAq+goADu7u6QkZGBtbU1zpw5g1evXtVb1W/lypVYu3YtwsLC6m0/UigU4uHDh0ypmpcvX0JeXh79+vVD//79wePxMHz48EbzUs+ePaGoqIizZ8/i8OHDGDdunMR0LpeLZcuW4aeffmqyTY5evXpBKBQiKCio0flaQm1tLWRlZZkSbCYmJrC0tISVlRU6deqEvn371unevby8HI8ePUJoaCju3buHO3fuMOkePXo0xowZI1GV+GtQWFiI4cOH4969e/jf//6HyZMnv/c66HWpea5evYqff/4ZIpEIkZGRTC+/AGBtbQ1nZ2ccO3asDVPY9mheolpCffnIyckJERERAN70Wnj06NF6exIEgMjISDg6OiIwMBA9evT4ZOluSnx8PGbNmoWwsDC8ePGiyfZUQ0JCMGjQIGhrayMyMhIsFgvPnj3Dvn37cPToURQXF+Py5cvo168fTExMoKSkhMjISBBCoK2tjY4dO0JRURE8Hg/S0tLM34qKCly7dg0pKSnMtjp16oQrV658VBMenyN6TWpZ/fr1w7Vr1/DLL7/gp59+anTex48fIycnB927d2+R0qVZWVno0KED7OzscOPGjY+6n+Pz+SguLmY6G2vq78uXLyEnJ4dvv/0Wy5cvp3mJapbmxoq+ricTqknp6elYv3490zuOmpoaOnToABcXF1haWn5R3Ui3FHHMmbbD07pSU1PB5XJx584dqKqqws3NDZ6enky1z6ZuAtesWYOkpCTcvHkTXC4Xffv2BYfDwc8//wx5efkW7wa9ofSoq6vj4sWL6NSpE6Kjo7F8+fJ6G88FgKVLl+LkyZOYM2cO7t69W2c6h8OBp6cnPD09sX79esTGxuLcuXM4f/48Jk6cCHl5eWRkZOC7775j2pQSiUSIiopCSEgIgoODERISgp9//hnPnj3Dn3/+CQCwsLBAcXExCgsLwefzsWbNGqbaTUMPMADg6+uLpUuXoqysrNXbxODxeHj27Bm4XC7MzMyY/WuMgoICfHx84OPjAwDIzc3FqVOncOzYMQQEBCAjIwNjxoxBSkoKUlNTkZKSgoKCAkyaNEmi6uyXZNCgQQgODsbYsWNhZWXFdFYhKyuLb775plkdZFCNe/XqFfT09NCvXz/069cPwJuAcEREBHbu3IlDhw4hJycHFhYWqKyshJycXBunmKK+Pmw2G87Ozti8eTPc3NwaPc/s7e2hpqaGI0eOwMPDo1lNGbSmmJgY/PLLLzh27Bj09PRw7NixJq/N//77LyZMmIDOnTvj33//xdatW7Fv3z5ERkZCR0cHkydPxsSJE7F9+3ZwOBykpqbC1NQUe/bsgZeXFywsLBq9byWEICIiAufPn8f58+fx8OFD7Nixo8kgCvXf5uvri6CgIOzduxdubm7o1atXvfNdvnwZ/v7+EAqF4PF46NKlC/r27Yvu3bujqKgIsbGxiI2NRVxcHF69egVdXV3Y2tpKDCKRCAcPHsS1a9egqKgILS0tmJmZ4fbt21i2bBnWrVv3wfvB5XKZ3lmbIzs7G5MmTcIvv/yCqKgoDBkyBP369YOGhsYHp4H6P6Wlpbh9+/Zn08bmJ9f6he2+XF9jldKNGzcyxfA9PDyIiYmJRFHbYcOGtXUSPwmRSEQeP35M5s+fT/T09IiMjAyxt7cn/v7+5Pvvvyd79+4l1dXV771eWrS9cdXV1eT+/ftkw4YNZPDgwURLS4sAICwWi3z33XeEz+cTkUhEMjIyyOXLl8mvv/5KRo4cSWxsbAibzSZ+fn6EEEIuXbpE7O3tCY/HY/KulJRUvcXHb9682Sr78vjx42ZVvTxz5gwBQJ48efJe609KSiJ9+/YlHA6HsNlsoq2tTRwcHIiKigoBQLhcLunUqRP54YcfyPz58wmbzSb29vYkODiYWYdAICCpqalk06ZNzLk+ePDgBq9pSUlJBADp27cvGT9+PPH19SWqqqrkzp0775X2tjB06NA6372WlhbR09MjbDabzJs3j5SWlrZ1Mt/b8ePHSY8ePSTyt56eHpGXlycsFov06tWLHD16lFRWVja4DnpdapyysjLR0dEhv/32GykuLq4zPT09nXz//fdEWlqaLF26tA1S+Pmgealx1dXVpLS0lFRXV0tUERQIBCQjI4M8fPiQnDx5kmzevJn88ssv5MaNG1/kdelj1ZeP1q5dK3H9NjAwID4+PmTRokWkqqqqzjqWL19OWCwWUVNTI0uWLCFpaWmfchcIIYRERESQ4cOHExaLRQwNDcmOHTuade9YVVVFpKWlCZfLJZcvXyaXLl1i7mP2799P+Hw+M6+6ujpRVVUl6urqREpKikRGRn5QWrOzsxv9nfhS0WtSy4uPjyfe3t4EABk5ciS5ePGixH1jSEgIkZWVJYMGDSKxsbFk27ZtxNfXl8jKyjLnL4/HIw4ODmTYsGFk0aJFZNy4ccTV1ZUoKChInOdKSkpk7NixZNSoUaRHjx7EwcGBaGlpEU9Pz0++3zU1NWTmzJnExcWFeTbp1KkTWbNmDQkPD3/vpnBqa2tJSUnJBzW58jUQCATk0KFDZODAgURaWpoAID169GjrZLUoWqW0BXyNVUo3btyIhQsXYuHChSgvL2eqaCUmJgIA2rdvj/Dw8DZOZcsghCApKQkhISF48OABRCIR1NTUIBKJcPbsWSQlJUFbWxsjRoyAmZkZ01vly5cvkZSUBEtLS/z666949OgRsrOzmR6A5OTkIC8vj3HjxtV5g0mLtr8f8Xd06tQp/PzzzzA3N0dBQQEKCgoAvOnQwNHREU5OTnByckK/fv1gYGDALC8UCrFmzRqsWrWq3vXLy8sjLi5OYplPTSgUMj2ajhgxAgMGDEDnzp2bLCovzkvm5uYIDQ1Fbm4ucnNzoaWlhS5dujAlACorKyEvL4/Zs2dj06ZNDeY7oVCIEydOYPr06TAyMsLFixfrLZk3e/ZsnDp1Cjk5Ocy4w4cPY+zYsR91HFrbq1evEBQUBENDQ5iYmMDIyAiysrLg8/nYvHkzVq1aBWVlZfj6+sLOzo4ZDA0Nv4jSrcXFxcjIyACfz8etW7dQVFSEf//9V6LK0Pjx4/Htt9/W6VWWXpcaN3PmTOzcuRPAm2vOjBkzsGDBgjpvxhcuXIjdu3cjLS0NysrKbZHUNkfzUv3KysqYXpQrKyuZ8VwuFzweDzU1NRAIBMx4GRkZSEtLo6SkhCnZ5eXlxQy6urptsRufTEP5KD8/H4mJiYiPj0dCQgISEhJw4cIFzJgxAyNGjIC8vDzk5OSY4fXr19i9ezf27t2LiooK9O/fHzNmzEDfvn1bfR+io6PRrl07GBsb48cff0RAQMB7NZVx584d/Pjjj3j48CHCw8MRHh6OhQsXgs1mY+PGjRg/fjxYLBbOnDmD27dvIyoqCnFxcdi8eTNGjRrVinv2ZaHXpNZBCMGBAwewYsUKpKWlgcPhoGPHjujSpQt2794NJycnXLt2TaIzjurqaoSHh0NLSwumpqb1dhZGCEFmZiZiY2NRUVGB3r17fzalxt/OS/n5+bh69SouX76MmzdvoqysDHp6eujbty9UVFSYZ+jGBnFHYGw2G+rq6kyJOy0tLRgbG2PatGl1el7+mly/fp25FltaWqK4uBg2Nja4d+9eG6es5TQ3VkQDbo34GgNu2dnZ8PT0BJfLhYKCAhQUFKCvr8/c5Nnb29d7gfzcVVZWIi0tDWlpaYiJiUFISAhCQkKQk5MDFosFe3t7yMrKorCwENXV1ejTpw9Gjx4Nb2/vegMf0dHRmDZtGkJDQ6GmpgY7OzuJXoDED7lTp06FgYEBDA0NISsri4yMDISGhsLU1BQ2NjawsrKCtbU1tLW1v4iH+o/F5/Oxf/9+aGlpwd7e/r1+SMRF2C0tLZkAm4mJSZPHbc+ePZg2bRqEQiHMzMzg7OwMHR0dcDgc1NTUSPTcJP4rJycHY2NjGBsbM8EZfX19WFtbf+whqNfz58+xbds2XLlyBTk5OVBRUUG/fv3Qt29f+Pj4QF9fv84yzb2JTE9Ph5GREa5evdqsh4zY2FgMGDAApaWlOHv2LLy8vOrM079/f1y5cgWKior4559/4OrqCh0dnc/mpuhDpKamMu3pxcbGMr3DKSgowNbWFnZ2dhgxYgT69ev32Z6reXl5cHZ2RlFRERQUFMBms5Gfny/R1pjYkydP4OrqCoA+kDREKBTi7NmzWLduHcLDw3Hw4EFERUVhx44dIITg22+/Za7rGRkZePnyJdLT07Fv3z5MmDChrZPfJmheksTn8/HPP/9g5cqVKCkpwZw5c+Dq6oqamhrU1tYyg7S0NAwNDWFoaAgDAwOmfcr4+HiJ5gFevXoFADA3N4eXlxd69uyJMWPGfHXNfbxPPlq+fDnWrFnT4HRxD+VvS0xMbPUH2djYWNjZ2X3UCymBQAALCwt4eXnh8OHDyM3Nxffff48jR45g/vz52LRpUwun+utDr0mtS/xiPCgoCIGBgbh9+zYsLS1x5cqVr+7FU0N5qba2FsHBwUzwTSAQMM/QTQ0yMjIoLi5GXl4e8vLykJubi7y8PERGRqKgoADffPMN1q1b91W+ZKmtrYWbmxtevHgBDocDRUVFTJo0CRs3bmzrpLUYGnBrAV9jwO1r8+DBA/z++++4cOEC0xabtLQ03Nzc0KVLF3h5ecHDwwMqKirvvW6RSISnT5/CwcGhTqBh9erVePr0KfMglpeXB+BNN9VKSkqQk5NDamoqcxOopKQEKysrmJmZQUlJCYqKilBQUGD+6uvrw97eHlpaWkhPT2fanyKEoH379nBycvosgh1CoRCpqamIj49HfHw80tPTMXr0aObBfteuXZg+fTozf79+/fDrr7/W235WYmIiHj16hLFjx350gOPRo0dYvnw5SktLUVNTg6SkpEa7E29sPW5ubh+VlsaIRCKEhYXh0qVLuHTpElOa1MbGhmmbrEePHlBWVq73hz89PR23bt2Cu7s7bG1twWKx8OLFCzg7O+P+/fvw8PBoVjoKCgowbNgwhIaG4vTp0/Dz85OYXlJSgn379mH79u14+fIlM15RURE6OjrQ19eHhYUFLCwsYG5uzvz92Hbf+Hw+/v33XygrK2PAgAGtFvwXiURITU1FTEwMM4SFhSEyMhIODg5Yvnw5hg8f3irb/hgTJ07EpUuX8OLFC+jp6QF488CWkZGBV69eISkpCQcPHsTjx4/x+PFjODk5AaAPJPWJjo7GwIEDmQCHtrY2evfuDS6Xi5KSEpw+fbrOMr1790a/fv0wbtw4qKurf+okfxb+S3mpqqoKERERCAsLQ1hYGOLj4yElJQVZWVnIyMhARkYG4eHhSExMxPjx47F69epG2+2qrq5m2tNisViYP38+89sptnjxYmzatIkpDScrK4uXL18y5/vX4n3zUVpaGsrLy1FZWYnKykpUVFQwn98ep6GhASsrq0/SkQIhBEOGDEFISAiioqKgra39QetZu3YtVq1aherqarDZbOzbtw+TJk3C3r17MXHixBZO9dfnv3RN+hwQQj7bl5If61PmpaqqKuzevRvff/89li1bhhUrVrTq9urz+vVrvHjxAlpaWszQ0vstFAohEAjA4/G+ynxDO02gvmoZGRkYO3Ys7t27BxsbG/z5559wcHCAkZERDAwMWuSCwWazGwy+LF++XOL/6upqVFdXQ05ODlevXoWvry9EIhGSkpKQkJDAVI9ISUlBcnIyysvLUVZWxvytr4SKlJQUWCwW+Hw+OBwObG1tmc4tTExMICsrC3d3d+jp6bXaRUwkEuHJkye4fPkyrl69isjISNTU1AB4UyVGWVkZmzdvxoQJE1BUVIRr165h+PDh2Lp1K+7cuYMVK1agffv2GD16NNasWQNzc3MkJydjzZo1OHjwIIRCIdzc3GBlZQUAyMzMxKZNmyASiZi3Q6ampvDx8Wn0Adfd3R3Xr1/HmTNnMHbsWFRXVzPTtLW1YWhoyBwn8XdVXV0NdXV16Onpgcvlws7Ors7DT0tjs9no2LEjOnbsiFWrViE/Px+3b9/GrVu3cO3aNWzfvr3eat21tbXYvn07li1bxnR4oqenh169ejFBlb59+2Lw4MEYPXo0fHx8Gq2yGhwcjMzMTCZY8y5lZWXMmzcPc+fORWxsLF6/fi0xpKWl4dmzZzhx4oREYFNaWhqysrKQl5eHkpIS1NTUoKGhAR0dHejp6UFVVRXKyspQUVGBSCSS6CGqsLAQd+7cQUJCAgDA1NQUo0aNgpaWFtTU1NCnT58PfqB5F5vNhqmpKUxNTdG/f38Ab24i7927h99++w0jRozAb7/9hsWLF7fI9lpKXl4ePDw8JB6+paSkYGJiAhMTE/To0QPjxo1DYGAgtm/fjtraWuzfv7/tEvwZY7FYcHR0hLW1NQQCAQQCAVJSUpjPdnZ2iImJkVjG1tYW8+bNa5sEU61OIBDg9OnTuHHjBsLCwhAVFQWhUAgulwsHBwfY29uDEIKqqipUV1ejpKQETk5OOHHiBHMdfldxcTEGDRqE58+fo6SkRGLa0aNHIS8vDw8PD/z9998wNTVFdHQ0BAIB5OTksH37dvj5+eHhw4f46aefwOPx8M0338DLy+urfHBpTEt2DhMdHY39+/dDRUUF+vr60NPTYwZVVdVmH1sWi4Vdu3bB1tYWP/zwAw4ePPhB6SkvL4eOjg7YbDaePn2KGTNm4Ntvv6XBNuqz9F+79rQWWVlZTJgwAd999x1MTU0bnZcQApFIxNyfSElJNaujscbExsaie/fuEs3HAG86jNPW1oaWlhbzV01NDXw+HzU1NaiurkZNTQ1qamogEolgbm4OOzs72Nvbw9rauk66OBzOF1lzrqXREm6NoCXcPl8BAQG4du0adu3ahYEDB3421S0+5O0IIQRZWVmIiopCQUEBjIyMYGxsDD09PQiFQkRFRTFv2J89e4akpCSmjTPgzUXbxMSECSDY2dmhf//+MDY2bnS7paWlCA4ORlBQEIKCgpCTkwMNDQ1oaWlBU1MTLBYLgYGByM3NhaqqKvr27QsPDw9YW1vD2toahoaGEIlE2L59O9auXQtzc3MMHjwYU6dOZUoUiquYrly5Erm5ufDx8UFgYCDU1dUxa9YsLF++HHPnzoWamhqSkpJw7do1iEQiaGtro6ysDGVlZSguLgaLxULHjh3Ru3dvJshUX1H25ORkDB8+HGFhYRg8eDD27NnTZO+nbeXRo0eYM2cOzMzMUFVVhfLycoSHh6Nz5864fPky+Hw+tm3bhvj4eJw+fRpFRUWYPXs2fvzxR7x48QI3b97E9evXERUVBSUlJXTt2hVxcXF4+fIlbG1tsWXLFvTu3bvOdsPCwpjAorS0NGxtbWFgYAADAwPMnj0b9vb2zd4HQgjCw8Ph6uoKAwMDCAQC5mFUHJgVY7PZYLFYdYLLKioqUFNTg5qaGszMzPDTTz+hpqYG27ZtQ1BQEIqLi1FZWQklJSWsWLECc+bMadU3j4QQrFy5EqtXr8avv/6KpUuXttq23te3336L06dPY8qUKejZsye6dOmC2tpaxMXFITw8HDdv3sSNGzdQUVEBNpsNY2NjvHr1ipYAaKaqqipcv34dp06dwsWLF1FaWgpra2sMHToUw4YNg7Oz83/+YeNrzEvl5eXYs2cPNm/ejNTUVDg7O6Njx45wcXGBi4sL2rVrh6KiIgCAjo7Oe627Y8eOePr0KfT09NC+fXv4+vpi1KhRKCkpwYYNG3D8+HEUFhZi+PDhOHHiBPh8PmbOnIl//vkHAJh7UBsbG1RXVyMlJQWmpqYYP348xo0bB3Nz8xY/Hp9CW+Wjv//+G7Nnz4aqqipEIhHy8/MlpsvIyDDBN0tLS3h4eMDT0xM2Njb13meGh4fD3d0dPj4++Pnnn6GrqwszM7P3uk4MHDgQfD4fV69ehbOzM7hcLkJCQj76gfq/4mu8JlFt41PnpVevXsHc3BzS0tJwdXWFp6cntLW1kZCQgLi4OMTHxyM/P1+i/U8xNTU16OnpQV9fH/r6+tDV1QUhBCUlJRIDj8fD3LlzMWDAAInrkp2dHdLS0hAcHAyBQIDc3Fzk5OQw7UWLP+fk5KCoqAhcLpdpe1T8F3hTWykrKwvAm/t8CwsL2NvbM0E4Dw+PetuL/lrQKqUtgAbcPi/Z2dn4999/cejQIaZNrDlz5rR1siR8qot1WVkZlJSUYGRkhPnz5yM5ORmvXr1CcnIyEhISwOfz4eTkhIEDB8Lf3x/Ozs7MG4bExESsX78eBw4cAJ/Ph4GBAXx8fGBiYoL8/HymnYGqqip069YNAwYMQKdOnZps5L8xVVVV+Ouvv3D8+HGMHDkSM2fOhLy8PMzMzJCcnAwdHR2YmZnBwcEBa9asgZaWFrNsRkYGE1y6efMmCgsLAQC6urqwsbFhBltbW6a9vG3btmH58uXQ1dVF+/btkZKSgoKCAtjb28PV1RUuLi5wd3f/6BJTIpEIr169wosXL5CcnIzS0lKUlZWhsrIShoaGsLW1hY2NDSwtLes0prx3715MnjwZAGBiYoJOnTpBUVEREydOhIeHB/h8PnR0dFBYWAgWi4VFixZh8eLF4HA4SEpKAofDgb29PdLS0rB69Wrs378fXbp0wYIFC7Bp0ybcu3cPfn5+2Lp1q8TbM0IIQkJCkJyczFSJzsjIwI0bNzBv3jz89ttvuH//PtauXQsHBwcsWbKk0aBlREQEnJyc8PDhQ7i7uzPj+Xw+cnJykJWVhaysLNy9exdHjhxBXl4e7O3tsWLFCgwePLhZ+So/Px8rVqzA//73P1hbW+P06dOwtbV936+r2aqqqjBixAhcunQJO3bswIwZM1ptW+8jMjISGzZswK1bt5CdnQ0Oh8MEMDkcDjp16oR+/frB398fQ4cOhbe3N3bt2kUfSBqRlZXFNIwsDla2a9eOCbLZ2dn954Nsb/ua8lJOTg7+/PNP7NixA6WlpRg9ejQWLlwIJycnCAQCbN26FbGxsbh16xZSU1MBAK6urti9e3e9zSS8a9OmTViwYAH69euHK1eu1DuPpqYm8vPz4erqivT0dOTm5uLt2/LFixdj7NixcHBwYK7dBw4cwMmTJ1FWVgYNDY06pRHe/uzi4lJvG6Ftra3y0c8//4y1a9fCyckJGzduhJeXF7Kzs5nfqczMTOZvdHQ0IiIiIBKJoKKigq5du2LQoEHw8/ODhoYGAODIkSMYP368RBtyW7ZswXfffdfsNFlYWMDf3x8bN25Enz59kJeXh507d0JdXR1aWlr0+aMJX9M1iWpbbZGXIiMjcfv2bYSGhiIkJASFhYVMwQYbGxvo6OiAy+WCw+FASkoKUlJSqK2tZa5T4mtWVlYWOBwOlJWVJYaUlBSEhobCzc0Na9asQa9evcBisbB//35MmzYNLi4uOHXq1Ec1W1BUVITY2FhER0cjOjoaMTExiI6OZgJxTk5OGDRoEAYPHgxHR8ev6p6q2bGiluoW9WvU3K5evyTnz58nRkZGZNKkSeTChQufXRfhpaWlZOLEiaRr167Ew8ODuLq6EicnJ2Jra0vYbDbh8XhkyJAh5OzZs+/dPfOn8Cm7J2exWKRv3751xpeUlJATJ06QsWPHEhUVFaZra01NTeY46ujokN9++40kJCS06XEsLy8n5eXlzZ5fIBCQ58+fk6NHj5Jly5aR4cOHk3bt2jHdTQMgUlJSxMzMjLi7uxNDQ0OiqalJdHR0iKGhIbGzsyMaGhrMfLt37653O3w+n+Tn55OkpCQSHh5Obt++Tc6dO0cOHDhANm/eTKZOnUrc3d2JnJwcs115eXmirq5OtLW1iZGREXPsARAOh0MsLCyIt7c3GTFiBJk9ezZZs2YNGT16NAFAVq5cWScNtbW1ZO/evWTjxo3E09OT+R7xVnfqCgoKxMfHh/z888/EysqKACC7d+8mIpGInDhxgnC5XDJu3LhmHVszMzMSEBBAvvnmGwKA2NvbE3l5eaKiokLWr19Pqqqq6l0uJCSEACBRUVFNbqO2tpacP3+eODo6ko4dOzYrXWI7d+5k9nvgwIEkLCysRa9fz549I6tWrSLdunVj8pOGhgbZvn17i22jpYhEIhIVFUV27NhBDh8+TMLCwpjzqKioiMyZM4cAIIGBgYSQT3td+twJBAISGhpKfvrpJ9K+fXsCgLDZbOLp6Ul+/fVXEh8f39ZJ/Kx9DXkpLi6OfPvtt0RaWpooKCiQ+fPnk9TUVIl5fvnlF4lr7buDnp4eMTAwIFpaWkRFRYXo6OiQPn36kG3btpEtW7YQLS0tAoAoKio2eO28d+8esz42m01UVVWJt7c3Wb9+PcnJyWl0HyoqKsjx48fJL7/8QubMmUNGjhxJunfvTuzt7YmGhobEb0X79u3J8uXLyZMnT4hQKGyx4/gxmpOPampqSEhICFm7di0ZO3YsGT58OJk5cyapqKhocv3V1dXk1q1bZOHChSQgIIC8ePGCmRYaGkqsra0JALJ58+ZG11NaWkoCAwPJ6tWriZeXF2GxWITNZhNvb2+ydetWkpqaSgQCAcnNzSXR0dHExsaGACD+/v4kIiKiyXSKRCIiIyNDnJycSEhICLl16xaRkpKSuJ9pznr+y76GaxL1efgc8lJLP5OJRCJy8+ZN0qlTJwKAeHl5kZMnT5Jff/2VWFhYEABk5MiRLbpNscLCQnLixAkyZswYoqysTACQCRMmtMq22kpzY0W0hFsjvsYSbhs3bsSSJUtgYWGBuLg4yMnJoW/fvhg0aBD69+/P9JzVFgoLC9GvXz/ExcXBz88PXC5XYrCzs8Pw4cM/2yqCwKd9O8Jms9G3b98G35yL03P//n0kJCQwxYPt7e0REBAg0ZX3l04oFCIlJQXx8fFMhxMpKSnIzs6GoqIiVFVVUVRUhOvXr4PNZv8/9s47LIrr6+PfXZaOFOmiICCCgoqi2Ds21Nh77yVqNLGX2LBj710UjUZjwy4qithFDahEsRcUxEJvu9/3D3/MGwIoZanO53nmSZy5c++Z4ey9M2dOQYsWLaCiooIjR46gdu3aSEpKErzToqKiEBcXl+lYGhoaMDMzw+fPn/H58+d0x9XV1ZGcnAyFQoFq1aqha9eu0NfXx6NHjxAWFia4a6dWKnJ3d8eBAwfShY/8V5eePn0KDw8PvHnzBu/evYNMJoOenh7i4uLw5MkTGBkZYfHixYLbeEBAAOrVq4djx44Jecq+ha2tLZ4+fQojIyMsWLAAAwYMQEREBObOnYtNmzbB2dkZN2/eTHOOQqFAp06d4Ovri1evXmWpOMnbt2/Rvn17REVFISQk5LvtUzl+/DjatGkDVVVVJCcnA/iaS8TGxgZ169ZFhw4dclVe3szMTMhlUapUKcyaNQv9+/cv9F/MExIScObMGfj5+eHixYu4c+cOSGLt2rUYOXIkgB/TA0ChUCA8PFyoXv3ixQsEBgbi1KlT+PjxI0qWLIlWrVrB3d0dLVq0+GGLIGSXoqpLJBEQEABPT08cPXoUpqamGDNmjDBHq6qqQldXFwYGBjA2Nsbff/+Nd+/e4e3bt3jw4AHmzp2Ly5cvpwntSS2QpK6ujqioKCHsFPi6DvTt2xcrVqzIdE4aPXo01qxZg3v37qFy5cpKvd7UEKGLFy/Cx8cHJ0+exOfPn2Fubo42bdqgbdu2aNq0abbmywsXLmDatGkwNzdHmTJlYGlpmea/qXnIskJGepSQkIAbN27g4sWL8PPzw9WrVxEfHw8dHR3ExMQI575+/RoSiQSHDx9GfHy8kJQ7JSUFycnJuHPnDi5cuIC4uDiYm5tDXV0dL168QM+ePTFu3Dhs27YNGzZsQPny5fHHH39kyVsxlffv3+Po0aM4dOgQfH19kZycDBcXF3To0AEdOnSAvb09/vjjD0yaNAlhYWE4d+4cGjdu/M0+L126hHHjxiEwMBCdOnXC9OnTIZfL0aZNG+jp6SEwMLBQFM0qrBTVOUmk8FGcdYkkTp48iRkzZiAwMBA6Ojpo2LAhmjRpgq5du6J06dJ5On5SUhI6deqEL1++4NKlS3k6Vn4iFk0QyRRtbW08fPgQISEhOHLkCA4fPoy+fftCRUUFDRs2RN++fdG5c2doa2vnq1xbt27FjRs3hOSMrq6uaNGiBezt7fNVjuKEqqoqGjZsiIYNGxa0KHmKiooKbG1tv5nPJioqChs2bMD06dNx7NgxWFtbY/369bh48SJ0dXXTbCVKlIC+vr7gkq2pqQljY2Po6+tj//796N27NyQSCWbOnIk6depAS0sLWlpaKFWqFExMTPDx40ecOnUKW7ZsweTJk9GwYUNMnjwZUqkUkZGRiIqKQqVKleDi4pLlPC1///03tm/fjnLlyqFGjRqIi4vD1atXER4eDuBrcYgqVapg165dAAAvLy84ODigVatWWeq/Xbt2UCgUmDlzpmDUNjMzw9q1a3Hjxg0YGxunO2fq1Kk4cuQIjh49miVjm7+/Pzp06AB1dXXs3r07S3KlYmZmht69e+Off/7B48ePYWZmhsqVK0NfXx+XL1/Gzp07hQ8IXbt2RdeuXbPlth4YGIgTJ07g9OnT8PX1xdChQzFp0iS4ubmhefPmqFSpEmxtbWFoaFho3OETExPRvHlz+Pv7w9LSEo0aNcKoUaPQuHHjYp0zgyRu3LghvPCSREpKCsLCwgTj2qtXr9LkEdTS0oKDgwNGjBiB1q1bw9XVVUzk+wOQkpKCQ4cOwdPTEzdu3ICDg4NQwEdVVRWjRo1CdHQ0SpUqhY8fP+LNmzeCTtnY2MDMzAxmZmZo0qQJFAoFNmzYgCVLluD58+eIioqCjY0Nli9fjkaNGiEpKQmHDx9GWFgYfv755++Gyz958gQA0KJFC0yaNAljxoxRWj5amUyGUqVKoUePHujRoweSk5MREBAAHx8f+Pj4YPPmzdDQ0ICbmxvatGmDNm3afDf01MzMDE+ePMHVq1ehp6eHlJQUoYgP8PV5w97eHnv27EGlSpW+K2NiYiL8/PwQEBAAPz8/XLt2DYmJidDT00P9+vUxd+5cNGzYENOmTcOZM2cgkUgwbNgwIYWCQqGAlpYWZDKZEG6loqICOzs7zJw5Ey1btkSlSpWQkpKC7du3Y/bs2di9ezd0dXXh6emJUaNGZful2tTUFEOGDMGQIUMQFRWFEydO4NChQ1i4cCGmT5+O8uXLo2HDhoiMjET16tXh5OT03T4bNGiAmzdvYsWKFfjtt9/g6OgIJycnvHv3Dh4eHqKxTUREJNdIJBK4u7ujVatWCA0NRdmyZfPVqKimpgYDA4N0xYN+GPLY065IUxxDSj09Pamnp5du/9u3b7lhwwY2adJECFUbNGgQL1++nG8hh/Hx8Tx8+DAnTJjAOnXqUE1NjQDYsmVLnj59ulCGkP6X/A4pdXd3z/NxigNHjhyhhoaGEKZhZ2fHdevW8eLFizx79iwPHz5Mb29vbty4kcuWLePcuXM5adIkDhw4kFWqVKGKigodHR156tQpfv78mTNmzBBCU/v165fpuAqFgsePH6eTk1OGYUna2tps2bIlFy1axBs3bjAoKIinT5/m9u3bOWfOHP70008cN24cJ0+ezP79+xMAL126lKb/Z8+ecf78+QQghLOkbtu3b8/1vQsKCiIArl+/XtiXlJTEadOmEQCXLl2a5b48PT0JgL179840zCojwsLCaGpqSltbW/bv358eHh7s0KED1dTUWL16dZJfw8QWLFhAV1dXAmDfvn2ZnJyc9Qv9F8nJyQwICODvv//OmjVrpgnP0tPTY7Vq1Th8+PDvhn3lJQqFgv369aO6ujovXLjwzbaFIUxCGXz58oULFiwQwsH09PRYqlQpWlhY0NLSkjVr1mSXLl04fvx4rlq1iocPH2ZgYCAjIyOLxPpRFChKurRr1y5aW1sTABs3bsxjx47x9OnTlEqlaebJZs2apTs3Njb2m+GXN2/eZJ06dYS5YfLkydmW78uXL+zbt68Qwq6hocEBAwbkS9hnSEgIlyxZwgYNGlBFRYUA2Lp1az59+vSb5z1//pzW1tY0MjJiSkoKP378yLt379LHx4dr1qyhg4MDDQ0NeefOnXTnvnnzhvv37+fYsWNZo0YNYVwDAwO2b9+ey5cvZ2BgIFNSUtKcN378eLq5ubFy5co0Nzdn6dKluWDBgmw/m8fGxvLAgQN89+5dts7LCvHx8fTx8eHAgQNZpkwZDh8+PFtrnEKhYPfu3WloaMjw8HBGR0ezQYMG1NHR4ZUrV5Qub3GiKM1JIoUbUZfylj59+rB+/foFLYZSyaqtSDS4fYMfyeD2b549e8ZZs2bRysqKAFi+fHkuWLCAb968yR8h/0d8fDy9vb2FPDv16tX77sNgQSMa3AonISEhHDFiBFu3bk0nJyeWKFEiQwOYRCKhtrY2TUxMaGNjw2rVqnHgwIFctWoVGzRoQABs1aoVBw4cSFVVVerp6WXJ4JSSksKgoCA+f/6c0dHRTE5O5vXr17lw4UI2b948TS641M3IyIilS5dm+fLlaWtrS0tLS1pbWzMwMDBd/wEBAUIeoNOnTzMxMZHR0dFKuXfv3r2jo6Mj1dXVuXz5cj548IAuLi5UUVHhvHnzsmXIUCgU3LRpE9XV1dm1a9csnzdo0CAaGRmleVGKjY2lq6srbW1t07XfvXs3VVRUOH/+/CyP8S2ioqIYGBjI/fv3c8GCBRw0aBANDQ1ZsmRJenl5FYgxZ8GCBQTA3bt3f7dtcXiIvHv3LsuVK0cNDQ326tWLZ86cSfdiLpL3FAVdSkpK4s8//0wA7NSpE2/fvk3yq5FMRUWFampqXLt2LTdv3sxt27ZlyzDyXyIiIoR1IafI5XIuWLBAMN5t2bIlx33lhMjISG7fvp1lypShpqYmN23alGnb69evU11dnQMHDhT2PXjwgOXKlRM+kgJg27ZtheMbN25k2bJlhWNly5Zljx49OHToUN66davQ5JUrKCIiItimTRsCoLe3N0ny3r17bNq0KQFw9uzZBSxh4aYozEkiRQNRl/IW0eAmkiE/qsEtFblcznPnzrFXr17U0NCgVCrlgAED+Mcff/Do0aP08/NjYGAgQ0NDGR4ezoSEhDyRWaFQ8PTp07SysmKJEiW4dOlSvnz5Mk/Gyi35OVkDEA1uueDTp098+PAhnz59yvDwcMbGxn7TcKJQKPjXX3/R1taW5ubmXLx4sdLmhsTERF65coUBAQF89uwZExISsqVLN2/eJAAuXLhQKfL8l/j4eI4dO1YwStrb2/PGjRs56uvZs2e0t7dn3759s3zO7Nmzqa6uzsmTJ3PMmDHs378/jYyMqKKiwp07d6Zrn5SUxFq1alFLSyvHXm7fIzw8nL169RI8ZPLzY4Cfnx8BcMiQIVlqX9QfIrdu3SokFn/8+HFBi/NDU9h16f3792zQoAFVVVW5YcMGYf/Tp0+prq5OFRUVXrt2TaljSiQSurm55fj8sLAwmpubEwBbtGhRYAao6OhoduzYkUZGRpm26datGwHQx8dH2HfkyBEC4Pz587l//35evnyZnz9/Jvn1w0iJEiXo7u7O/fv3Cx9uC7se5Rfnz59nqVKlaGhoyKNHj5IkL1y4QKlUSjs7O/7111+id+53EHVJRFmIupS3iAY3kQz50Q1u/+bTp09CpcRvberq6qxcuTJ37typ9Bfdz58/c8CAAVRVVSUAVqtWjXPmzOHHjx+VOk5uyG+DW+vWrfN8HJH05McDcHZ0SS6XMyAgIM/l8vX15Zw5c7JUJe7fREZGcsOGDaxXrx4BUEtLi+fPn8/y+Z8/f2blypVZtmxZOjo60tXVlaNHj+aTJ0/StX358iXr1KlDmUzGFStWZEvOnHDixAlaWlpSKpUKIY52dnasUqUKly1blidj3rt3jzY2NpRIJFkKZSuqD5EfP34UQqkHDx5c6Kpq/4gUZl26desWy5QpQ1NTU16+fFnYHxkZSV1dXUokEh4/flzp46ZWrcwpdnZ2BMAxY8ZkqX1KSgpv375NLy8vrlixgqdPn+abN2+UMv/PmzePAJiYmJjh8bdv37JZs2YEwClTppAkL168KFRD3bZtWxpP4OrVqxNAurm6MOtRfpCalkEikbBx48Z8/fo1379/z4MHD9LJyYm1atX6Ye9NdvnRdUlEeYi6lLf8yAY3sWiCSJbQ19eHo6MjAgICAAA7d+5ErVq1EBUVJWxfvnzBly9fcPr0afTt2xczZ87EpEmT0L9//ywnhk8lPj4egYGBuHbtGq5evYobN24IiRZdXV0xatQoHDlyBIsWLcK2bduwf/9+VK9eXenXLSKSEYUlaX4qUqkUderUyfNxmjZtiqZNmwr/JokePXrgw4cPaN26Ndzd3WFkZITXr1/j1atXePXqFc6cOYPjx49DLpejefPm8Pb2Rrt27aCjo5PlcfX09HDv3r3vtjt16hR69+4NLS0tXLp0CbVr1872NZLEp0+fEBYWJlSVbdCgQaYVnFq1aoX79+9j3759+PTpE2JjYxEZGYnVq1fj2bNn2R4/K1SuXBn379+HpaUlHj58mCdjFBQfPnzAkSNH8Ndff8HX1xcymQw7duxAv3798l2WmJgYvH37VtCFDx8+oGnTpqhQoUKm56SkpEBFRSXdHJGcnIzz58/jwIEDCA4OhqamJrS1taGtrQ1VVVWsX78+W78JkbTs3r0bgwcPRqVKlXDw4EHh95qUlAQnJydERUVh8+bNcHd3V/rYEokkTfXS7DJ69GiMGTMGO3fuxLRp02BiYvLN9nPmzMGcOXPS7TcwMBAS7qdujo6OMDIy+mZ/JHH69GnMnz8f/v7+qFq1KuLi4rB9+3ZcvXpVqN5arVo1uLu7w8fHB/b29tiyZQvmzJmD+vXr4/Tp01ixYgUGDhwI4OucbWdnh3LlymHUqFGwsbHJ8f0pbrx48QI9evTAjRs34OHhgVq1asHNzU2o2m1tbY1t27YVuyqJIiIiIj8qosHtByUyMhKBgYEICAhA5cqV0bFjx++eM3HiRLx9+xYnT57Ehw8fYGdnl2G70aNH4+7du1iwYAFGjBiBOXPmYPz48Rg+fDg0NTUzPCc2Nhbnzp2Dr68vrl69irt37yIlJQWampqoUaMGunfvDlNTU6xduxahoaF4+PAhrK2t0bp1a/z555+oW7cudu3aha5du+bqvhQ1CpvhR+THYvfu3di3bx8aNGiAKVOm4Ndff01zXEVFBVWrVsWSJUvQrVs3mJmZ5Zksfn5+QgWmnTt3wtDQMEf9DB48GNu2bUuzT1tbG7NmzcIvv/yS4UuQjo4OBg0aBABQKBSYPXs2JBIJRo8enSMZssLx48cRERGBSZMm5dkYeU1ycjI+fPiAz58/49KlSzhw4AAuXLgAhUKBBg0aYNmyZejUqRPMzc3zVS6FQoFffvkFa9asSbNfKpVCoVCgRYsWGDt2LJo3bw6pVIqkpCScPHkS3t7e8PHxQcmSJVGnTh3Url0bZcqUwYkTJ3D06FF8+vQJ5cqVQ7169ZCYmIiYmBhERETg/PnzKFOmDObPn5+v11kcSElJweTJk7F06VL069cPGzZsgIaGBgAgISEBlStXRlhYGGbMmIHBgwfniQza2tq4du0a7t27hypVqmT7/NGjRwvzRfny5fHgwQOUKlUq0/ajRo3C7du3ceLECUilUtSuXRstWrSAVCpFcHAwrly5gq1btyI5ORnA18qaqcY3JycnmJub4/Hjx3jw4IGwff78Ga6urvD09MTLly9RtmxZREdHo1q1akhISEBkZCTCwsJgbGwMOzs7vH37FufOnRMqsTZv3hzNmzfHmzdvoKGhgZIlS4rPJ5nwyy+/4OrVq5BKpUL11Nq1a2PmzJmoV69eph93RERERESKJqLB7QcjOTkZX758SfPFs3379lkyuNna2sLHxwcxMTHQ1tb+ZltnZ2fs27cPHTt2RJ8+ffDrr78iNjYW06dPF9pER0fD29sbx44dw7lz55CYmAhbW1vUrVsXAwcORK1atVCpUiXhgQ4AgoKCcOrUKeHrn0wmQ8WKFaGqqoq3b9/m4I6IiIjkhH379mHgwIGoXr06Bg4ciOnTpyMxMRGJiYkoXbo0ypQpA1NTU6ioqOS5LAkJCejbty8aNGgAHx8fSKXSHPVDEsePH0evXr0wYsQImJubQ0dHB/Pnz8ekSZPg5eWFDRs2oG7duhme//TpUwwaNAh+fn6YPHlyph8llEFsbCwAYMqUKdi2bVuh9iAhibCwMDx48ABBQUG4e/cu7t27hwcPHghGARUVFTRq1Ahr1qxB+/bt89Q4+y3kcjkGDx4MLy8vzJ8/H7Vq1YK5uTnMzc2hoaGBP//8EytWrECrVq3g4OCA2rVr48iRI/j48SOcnZ0xa9YsfPnyBVeuXMGMGTMQHx8PBwcHjBo1Cp07d0alSpXSGCIePHgAR0dH2NraFsj1FmXCw8PRq1cvXLhwAStXrhQMVwDw+fNnVKxYEWFhYRg+fHiGHmE5gSQOHToEf39/3L9/Hw8ePEBUVBQAoGrVqmjSpAm6d++Ojh07omTJklnud9SoUVBVVcXw4cNRsWJFfPjwIc2zz78xNjbGsWPHEBUVhS1btmDFihWYMWMGtmzZgqlTpwL4+qwXGhqK4OBg3L9/H8HBwTh9+jTWrFkDhUIBTU1NVKhQARUrVoS7uzuioqJw7949jB8/HoaGhhgxYgSGDx8OKysrYdy///4bXl5eOHToELZt24b69eunk83CwiI7t/OHZOvWrRg6dCiePXuGZ8+eQUdHB1OmTMl2JIiIiIiISBEhz4NbizDFNYcb/pdvbeHChdTW1qaFhQWnTJnCAQMGsGnTpqxWrRq7du3KmTNn0tfXN0v93rt3j4MGDWLHjh3ZpEkTVqtWTahKZWlpySVLlqSrmrh8+XJBljZt2vCff/7Ji0vOV/I7h9tPP/2U5+OIFAyFNZeEQqHgkiVLCECo3PrvOeXgwYN88eKFUsb68uULr127xitXrtDf358XL17khQsXeObMGR44cIBbtmyhp6cnx48fL8iQm/k6ISGBOjo6NDc359atW9NUwQwMDKSrqysBsF+/frx+/bqQM0kul3P16tXU0tKilZVVlufN3HL+/HmWLVuWWlpaXLNmTabJ1gtCl2JiYjhx4kTWrl2benp6wt9HU1OTNWrU4JAhQ7hmzRr6+Pjw0qVLjIiIyDfZvsWePXuEir92dnZs3Lgx+/bty6lTp3LPnj0kv/4G/P392alTJ9rb23Py5MkMCgpK11dSUhJfvXr1zfFevnxJa2trqqmpcdq0adnOj5jfFJZ56fLlyyxVqhRNTEzS5YN8/vy5oHMzZsxQ2piRkZHs2LEjAdDOzo7t27fn1KlT6e3tTT8/P27YsIFNmjShVCqlTCbj5s2bs9X/q1evqKqqSg0NjWwVTkhKSmLNmjWzVPk5Pj6er169Evp/+fIlbW1tCYAuLi7csWNHrqq2ZpXCokciRR9Rl0SUhahLecuPnMNNNLh9g+JucFuzZg2fP3/Otm3bslSpUqxZsyY7d+7MwYMHs1GjRjQxMSEAXrp06bv9Tpw4kRoaGmzRogW7devGYcOGcfLkydy/f3+mxROSk5O5e/duVqlShQBYvXr1NImOiyKiwU1EWRTWhX/BggVCwux27drRxcWFcXFx7NChgzC3qKiosEOHDjx8+HCODQhv374VjPbf2nR1dVmmTBnq6emxevXqDA8Pz9X1PXv2jD169CAAVqpUiVu2bGFkZCTJr8nKN2zYQDMzMwKgra0tp06dyoYNGxIAR44cyaioqFyNn12io6M5YsQIAmD37t0zbJPfuhQYGMjy5ctTS0uLvXv35oIFC3jkyBE+fvw4jRGzMBIbG8u//vqLnp6e7NatG62srNLoW15Uo42Li+Pvv/9OdXV1li1bls+ePVP6GMqioOclhUJBT09PqqiosH79+kLVy1Tu3LlDDQ0NSiSSNFVKc0tAQABLly5NAwMD/vXXX99se+3aNVpZWdHV1TXL/cvlcqFS6alTp7ItX58+fVi3bt10+1++fMnhw4dz7NixPHr0qFA9NJX379/T1NSU5cqVy9e5q6D1SKT4IOqSiLIQdSlv6datm2hwE0lPcTS47dy5kxoaGty6det3K1rJ5XJWrVqVGhoarFu3LsePH88DBw5kWBX0l19+YcWKFXMkk0Kh4OnTp1mzZk1qaGhwy5YtDAkJyVKV05SUFAYFBXH79u0cNWoUq1SpQhsbGz5//jxHsuQW0eAmoiwK48J//PhxymQyTp48mR8+fKBMJuOqVatIfvXO2LlzJ0NDQ7lq1SpWq1ZNqEjaoUMHbtq0Kcu/yy9fvtDZ2ZkWFhYMCAhgcHAwHz58yH/++YehoaF89uwZP378yJSUFD579ow3b95UeoXW69evs1mzZpRIJJTJZHR3d6eXlxfj4+OZkpJCX19fDhw4kHp6erS2ts5W1dW8wMPDg2pqahkatPJTly5fvkw1NTU6OzszJCQkz8fLC27cuEF1dfV0xt3KlSvz3bt3Sh8vPj6ec+bMoaamJs3NzQu1t3dBzkufPn0SDPsTJ05M94zw9OlTymQySqVSHj58WKlju7u709LSki9fvszwuEKh4Pnz5+nm5kYAVFNT46hRo7Lc/7Zt2wTPuex4t6UyZswYOjk5pdnn7e1NLS0tmpiY0NLSUvDcrFmzJqdMmcKzZ88yNjaWJ06cIAC6u7tne9ycUhjXN5GiiahLIspC1KXc8+7dO75//54JCQkkv3qGb968mU2bNiUAtmvXrmAFVDKiwU0JFEeDm1wuz1a4wNu3b7l8+XJ27dpVeGDT1tbmL7/8wlu3bvHx48d89uwZmzdvzqpVq+ZKtvj4eLZv3154uVFVVaWTkxNbt27N+vXrs0KFCjQyMqKGhgYbNGjA6dOn08LCIkOvl9DQ0FzJklNEg5uIsihMC39oaCh/+uknAmCzZs2YkJDAM2fOEAAfPXqU6Xn//PMPFy1axNq1a1MqlRIAy5cvT29v72+ON2XKFAJgr169+Pz5c4aHhzM0NJSBgYH08/Pj0aNHuWvXLq5du1b4zVtZWXH8+PG8ceOGUo1vb9++5apVq1i3bl0CoIODAwMDA4XjycnJSjf25YTTp09nOvflpy4tXbqUWlpawsNWUSQ2NpYLFy5k27ZtaWhoSACUSCR0dHTk0KFD03lV5ZQXL15w27ZttLa2pqqqKidOnJjvHpLZpSDmJYVCwYMHD9LGxoZ6eno8cuRIhu1CQkIolUqpqqqqtL9RKmPHjqW+vn46g7ZcLufRo0dZq1YtAmCVKlW4a9eubD83JiYm0sXFRZhjsusZ/Pvvv9PAwIDHjh3jp0+fSJIzZswgAHbp0oWxsbEMDQ3lpk2b2L17dyGCQVVVVdDvNm3a5NtcVpjWN5GijahLIspC1KXc8eLFizTv4mpqalRRUaFUKmWTJk24adOmDJ12ijJZtRWJRRN+MKRSqVDBKyuYm5tj7NixGDt2LADg1atX2Lx5M9auXYuVK1cK7dTU1LBs2bJcyaahoYGDBw8iPDwcDx48EBISv3z5ElZWVnBxcYGRkRE0NDTg7++PlStXonbt2ti1axfKli0rJA2vVatWoU4grkzEKmAiyiQxMRF79+7Fq1evEBMTg5iYGERGRuLgwYMwNTXFvn370KVLF0gkEgQGBkJdXf2bvzUVFRWEhYVh+fLlsLe3x4ULFzBv3jx4eHggMjISCQkJ6NWrV7pE28OHD8fHjx/h7e2N3bt3Z9q/TCaDpqYmatasCQcHB3h5ecHT0xNly5ZF9+7d0b17d1SuXDlXvxNzc3OMHj0ao0ePRnBwMHr16oWOHTsiKCgIOjo6mSY2z28cHR0BAPv378fkyZMLTI6oqChoaGgU6QTgWlpaQvVXkjh16hQGDhyI+/fv4/nz5xg4cOA3q0hmBEk8fPgQ/v7+wvby5UsAQKtWrXDy5EnY29sr/VqKMiTh6+uLqVOn4tatW2jWrBnOnj2bZs6Ji4tD165dhSID6urqSExMFIpx5JbAwEDMnDkTx44dQ+XKlUESwNfqqH/++ScWLlyIoKAg1K1bF8ePH0erVq1yNN+oqanh1q1bGDBgAHbs2IHatWvj3r17WT6/YcOG2LRpE9q0aQOJRIJKlSqhWbNmGDhwILZt2yYUcrC1tcWQIUNAEg8ePICfnx/09fXRokWLNMW0REREREREsoOlpSW2bduGSZMmISIiApUqVcKwYcPQtm3bAiuEVWjIe9tf0aU4ergpi5iYGF69epUXLlzgiRMnhMTQiYmJPHXqFJcvX84rV67Q29ubu3btEnIgKZP/fomVy+WcPHkyAfD69etKHy8r5LeHW3FzzRX5f/JTlxQKBXft2sWyZctSIpHQ1NSUtra2rFy5MuvUqcOZM2cyJiaGJPn69WvBE9Xc3DxN8YBU3r9/z9GjR1NVVZWqqqpUU1PjypUrGRISInilqaurU1NTk6qqqhwyZEiGHlFfvnzhgQMHePjwYZ4/f563bt3io0eP+O7dO8bFxaUbNzk5mefOneOQIUNYsmRJAqC9vT2nTp363fu4atUq9u3b97s54EJDQ6mpqcnRo0dn5dbmKxMnTqSKigr9/PzS7M8vXXr06BF1dXXZq1evPB0nv0nN0Yf/eXhXqlSJ7u7uHDZsGD08PLhz505euHCBjx8/FjzI4+LiGBAQQE9PT7Zr107wlFNRUWH16tU5btw4Hjx4MNc5B/Ob/NKlK1eusFGjRgTAWrVq8cKFCxm2Sy3cIpPJqKKiQjU1NXp5eeV6/Lt37wrznJ2dHXfv3i14t50/f57lypUjALZs2TJLeW6zSmqOzMGDB2f7XIVCwcePH3P79u0cMGCA4MUGgK9fv1aajMpA9CQRURaiLokoC1GXlMOnT584YMAASiSSTNfu4oIYUqoERINb9kkNM/vvJpPJ6Obmxl9//ZVr1qzh1atXc9R/UlKSkN/k3bt37NevH7W0tGhjYyM8ANva2vLhw4fKvKxsySca3ESUQX7q0tmzZwV9evDgwTdlyuj3vWLFCiYlJfHo0aPs0qUL1dXVqaenxwULFvDTp08cOnRomrnA3Nycbdu2ZZkyZQiA1tbWSjfKJyYm8tixY8K4wcHB32yvra0ttHVwcODKlSszzde0fPlySiQSXrt2Taky55bk5GQ2atSIWlpa3LJli2CQzGtdUigU9PHxoZ2dHcuXL1/s1sxPnz7x0qVL3L17NxcuXMiff/6Zbdu2pbOzs2BI+/dmZGREmUxGANTQ0GCjRo04Y8YMnjlzJl217qJGXurShw8fuH37drZo0UIoWnL06NFMwxxT8541btxYKeOn5pNt3rw5AdDGxoY7duwQcsXFx8fz119/JQA2bNiQt2/fVsq4/0ZXV5cAOG7cOCYmJuaqr5SUFJ4/f5779u1TknTKQ3yxFVEWoi6JKAtRl5RHSkoKGzZsSAsLizxxuiksiAY3JSAa3LLP/fv3WapUqe9WFgTAuLi4LPX5+vVr1q5dW/BY0dfXZ8uWLamnp8eSJUty5syZnDhxIocOHcrTp0/nKOGwshANbiLKIj90KTk5ma9eveKUKVOoqqqapfw9f/31Fzdt2sRz587x7t27HDhwIHV0dGhkZCTkMPL09OSHDx8ol8v5+PFjPn78mFeuXOHu3bu5dOlSjhkzhi1btuSQIUPo5+eXZ7/Z5ORkIS+Sra0tFy5cyLCwsAzbyuVyLlq0KN08VaNGDS5YsIB///234OHy8OFDAvhuLrqCICYmhoMHDyYAdu7cmR8/fswzXZLL5Tx06BCrVq1KAKxXr16RLZSQG2JjY/nPP//Q19eXO3bs4Ny5c7lu3Trevn272D24K1uXXr9+zTVr1rBp06ZUUVGhRCJhnTp1uHv37m/OC3K5nGpqatTW1s5xJeRUEhISuHXrVjo6OhIAq1WrRm9v7zTXGBsbS1dXV6qpqXHp0qV5Nmdt2LCB+vr6Qn61Xr16CTnZihPii62IshB1SURZiLqkXF6+fEkDAwOWK1eOvr6+BS1OniAa3JSAaHDLGXK5XPgym5SUxD179rBbt27U19engYEBO3fuzL/++itLfaWkpLB58+Y0Nzfn/PnzuWXLFs6ZM4ctWrTgqFGj+OHDh7y8lGyT3wa39u3b5/k4IgVDXupSQEAAnZ2dhUIGqd4kOSEiIoJNmzbl+PHjee/ePWF/YGAgq1evns6AZWZmlu0xcvNCrVAo6O/vz969ewuVJ6tWrcpJkybx3Llz6UJZP3z4wCFDhgjympqaUktLiwCoo6PDxo0b09XVlebm5tkqQJPf7N+/n/r6+ixTpgzPnz+vdF26ePEiK1euTABs1KgRz58/XyiKR4jkLcqYl16/fs1FixYJhQZkMhmbN2/ODRs2ZGoQ/y9yuZwA2LNnzxzLQX79nZiamhIA27ZtSz8/v3R6rFAo2KNHD2pqauZbuoodO3YIRaGMjY3zZcz8RHyxFVEWoi6JKIuiokvJyclZdlopaB4+fMj69etTR0enSBfTygyxaIJIgSGVSqGmpgYAUFVVRY8ePdCjRw8oFArheFZ48uQJ+vXrhytXruDkyZNo0aJFnsksIvIjEB8fjxkzZmDZsmVwdXXF+vXrUbp0aVhYWKBcuXI56tPIyAi+vr5p9r179w7VqlWDk5MTDh48CF9fX6xbtw4AUKVKlXR97Nu3DwEBAahUqRIGDRoEqVSKuLg4LF++HPv27UNQUBCMjIxQoUIFYbO3t4eFhQXMzMwgk8lw4sQJ+Pj4wMjICL1790atWrUgkUggkUhQr1491KtXDytWrMDx48dx5swZbN++HYsWLYKmpiYaNmyIpk2bwsnJCeXLl8f69esxcOBAjB49Grdu3UL79u3RrVs3vHjxAtevX8eTJ08we/bsbBWgyW86d+4MV1dX9O7dG25ubujduzfc3d2V1v+2bdsQHByM8+fPo3HjxkrrV6T4QhLe3t74+eefkZKSgpYtW2Lnzp1o06YNDAwMstVX6nNEbGxsjuWJiorCsGHDULNmTaxYsQLly5fPsN2TJ0/wxx9/wMPDA66urjkeLzv069cPt27dwpo1a1CvXr18GVNEREREpPBBEmPGjIGPjw8+fvyI6OhoaGlp4c2bN9DX1y9Q2RITExEQEICzZ8/i7NmzePDgAczNzWFpaSlsjo6O8Pf3x7Nnz+Dg4FCg8hYY+WL+K6KIHm4Fx+HDh6mtrU1ra2ulJiTOa0QPNxFloWxdunPnDsuXL091dXUuXrxYCI/MC65evUoAlEqlgneYm5sbz507l857JDVJuJ2dHQFwzpw5JP8/H2Tbtm25ZcsWzp49m927d2eVKlWooaGRYZh6jRo1WLp0aaG/VatWZeodJ5fLeffuXS5ZsoTNmjWjpqam0I+qqiodHBzYpk0bIZTd2to6z+5XXpKSksIJEyYQAI8fP660fu/evUsA3Lp1q9L6FCn85HReio2NZdeuXQmAffr0UUqYpFQqZZMmTXJ8/uzZs6mhocE3b958s51CoWCDBg1YuXLlfElZcefOHSG/ZZkyZQo0TUZeUVQ8SUQKP6IuiSiLwqpL69evJwCOGjWKixYtora2NmvVqlUgUQUKhYJ///03ly5dypYtWwrPziYmJuzVqxc9PT05ceJEdu/enXXq1GHp0qWpoqLCESNGFMu1TPRwEymyvHnzBv369UPTpk3h7e2NEiVKFLRIIiJFmr///htNmjRB2bJlcffu3Tz/wlSrVi2cPXsWISEhSExMRIMGDVCjRo0M2+7fvx8AULt2bTx+/FhoV6lSJQBA37590blz5zTnyOVyvH79GmFhYXj37h1iYmLQuHFjWFhYQC6X4+LFi9iyZQvGjRuHuXPn4pdffsHPP/+c5kugVCpFlSpVUKVKFYwfPx4KhQKvXr3Co0eP8OjRIzx+/BiPHj2CgYEBPn78iGfPniElJQUyWdFaNlVUVODh4YEzZ85g6NChCA4OVsoX0SpVqsDV1RV79uzBwIEDcy+oSLHm1KlT+PPPP7Fz50706dNHKX2qqKjgwYMHSEhIyLa36cePH7F06VKMGDECpUqV+mZbiUSCRYsWoXbt2ti7dy969uyZG7EzJSEhAX369MGBAwcgkUgwYsQIrFmzJstRASIiIiIihY/4+Hg8e/YMz549w9OnT4VNX18fGzdu/Ob6deXKFYwbNw4jR47E6tWrsWXLFsTGxmLFihWQSCR5LvuHDx+wd+9ePHr0CE+fPsXt27fx7t07aGhooEGDBpgzZw6aNWuGSpUqZbpWKRQKcR3LJwNgkUT0cCsYhg8fTgA8dOhQQYuSZaKjo3nmzBnGx8fnq4dbhw4d8nwckYJBWV/aHj58SBMTE1atWrVQJt9++vQpGzZsSC0tLU6dOjXNMUtLS06YMCFXfY8YMYLq6uo0Nzf/ridLZiQmJhbpdSApKYmbN2+mrq4u27Rpw/fv3+e6z8DAQALgxo0blSChSFEhp/OSv78/ATAoKEhpsvTv358AaGBgwKdPn2br3KlTp1JLSyvLvwWFQkFDQ0NOnz49J6J+l3Xr1gmeuw4ODgwNDc2TcQoLhdWTRKToIeqSiLJQpi6FhISwdevWNDc3TxOJoaamRnt7e7Zs2ZJqamqcPHlyunNTUlJ48OBBNmzYUCjkExcXx6ioKJqamrJXr165lu97PHnyhD///DM1NTWppqbGihUrsnXr1pw0aRLPnj1bqHMY5ydZtRX94OZGkcLIsGHDUKNGDXTo0AHDhw8vaHG+ycuXLzFx4kSUKFECzZs3x5AhQ77ZniRevXqFxMTEfJJQ5EfmyZMnaNq0KYyNjXHmzJkCz/WQEdbW1vDz80NMTAzmzZuX5pirqyuuX7+eq77XrVuHx48fQyqVokKFCihXrhyqVKmCOnXqoFmzZhgxYgRIfrMfNTU16Orq5liOwoCxsTG2b9+OgIAAlCtXDosWLUJYWBjev3+P8PBwREREICIiApGRkd+9HwAwefJkODg4iN5tIlnC1tYWAPD06VOl9bl9+3bMmDEDnz59wqJFi7J1blhYGEgiODg4S+2fP3+OyMhI1KxZMyeiZkpwcDDKlSuHkSNHQkVFBTt27MDDhw+F+yUiIiIiUnSQy+VYvnw5nJ2d8c8//2DIkCHYsWMHLl26hNevXyM+Ph4hISE4efIkZs6cicWLF+PmzZsAgM+fP2PZsmUoV64cOnbsiJSUFPz555+4du0aLl++jDZt2iAqKgoLFizIM/lv3ryJ7t27w87ODvv27cOUKVPw9u1b3L9/H8eOHcPChQvh5uZWqHMYF0ZEg5tIocPZ2RnXrl3D6NGjsWfPnoIWJ0Pi4+PRv39/WFlZYcmSJcL+1MIQ/yY5ORnTp09H48aNUbJkSVhaWsLMzAzDhg2Dv79/hueIiOQWkujVqxe0tLTg6+sLIyOjghbpm2TkGl+zZk3cunUr1wbqMmXK4Ny5c/jtt9/QqVMn1K9fH/b29oiOjsaGDRsQFxeXq/6LCm3btkVoaCgGDBiA6dOno1SpUjAzM4OpqSlMTExgYmICIyMjuLi44Pz585n2c+HCBZw5cwbz5s0rciG2IgWDmZkZNDU18eTJE6X2m5CQAADo3bt3ts5bu3YtGjRogDZt2uD48ePfbX/t2jUAX0NRlfHBLDo6Gp06dUKlSpXw9OlT9OnTB58/f0a/fv1y3beIiIiISP4TGhqKRo0a4ddff8WwYcNw7949zJ49G/369UP9+vVhYWGRJrRy4sSJqFq1Kvr374/Ro0ejdOnSmDx5MurVq4ebN2/i3LlziImJgYuLC5o3b46oqCgcOHAAZcqUybZs8fHxuHfvXobvnImJidi9ezdq1aoFV1dX3Lx5E2vWrMGLFy8wY8YMGBoa5uq+iADik7JIgRMfHw9fX1/8888/ePXqFT5//oxSpUohISEB0dHR6Nq1K/r16wd3d/d8iVf/HnFxcWjXrh0CAgIAAPb29vDw8ECzZs2gpaWFEydOpGn/5csXzJs3Dy4uLpgwYQIcHR1x48YN7N69G5s2bYKFhQUaNGiA+vXro169enB0dMxyrPu1a9fQvXt36OjooH379nB3dxfj5EUAAGfOnMH169dx+vRpmJmZFbQ4OeKnn37CxIkTsWPHDgwbNixXfdnb2+P3339Ps2/r1q24fv06NDU1s93fiRMnkJycjHbt2uVKrvymZMmSWLlyJcaMGYOHDx+CpODRRhLx8fFYuXIlmjZtitatW2Px4sWoWLGicD5JTJs2DdWrV0eHDh0K6jJEihgSiQQ2NjZKN7j5+PhATU0t25U8NTU1cfjwYXTu3Blt2rRBx44dsXTpUpQtWzbD9g4ODqhYsSL69euHMWPGYOTIkfDw8MhwvVUoFHj06BFu3ryJGzduIDAwEB8+fEBsbCxiY2MRExODlJQUof3Nmzfh4uKSLflFRERERAoHCoUCa9euxaRJk2BmZgY/Pz80bNjwu+fJZDJs374d1atXx4cPH/Dbb79h+PDhMDAwwMqVK9GmTRu8f/8ebdu2xcqVK9GoUaNsvQe/f/8ex44dg4+PD86ePYu4uDhUrFgR06ZNQ9euXaGiogJPT08sXboU79+/h5ubG44cOYLWrVtDRUUlN7dE5L/kbWRr0UbM4ZY/TJs2LU18u4uLCw0NDQmAv//+O6tUqUIArFevHq9fv87379/T39+fW7du5dy5c/n48eN8k/X69eusXbs2tbW1OWXKFAKgn5+fcPzf8f9yuZyPHz/m4cOHaWxszB49eqTpSy6X89KlS/ztt99Ys2ZNymQyAqC+vj7d3d05bNgwdu/enS1btmStWrXYuHFjjh8/nnv37uWTJ0+op6eXrkqjiooKK1WqxBs3buTbPRHJG3KbS8LNzY2urq4FUsVImXTp0oXW1tZMTk5Wet+bN2+mRCJhXFxcls+Jjo7moEGDhCqsR44cUbpcyia7uqRQKLhv3z5aW1tTKpWyefPmbNq0KWvVqsWKFSsSAE+fPp3HUosURnIzL/30009s2bKl0mQ5c+YMJRIJnZ2dc9yHQqHg7t27aWFhQXV1dZ45c+ab7YOCgjhx4kRKpVL27t2b169f5969ezl//nwOGTKEjRs3pq6urrAmly9fnj179uT48eM5c+ZMLl68mGvXruWiRYvYtGlTqqmpsUSJEly1alWOr6EoIubdElEWoi6JKIuc6NLTp0/ZqFEjAuDIkSMZHR2d7XFfvHgh5EQ7ceIEy5UrR5lMxmHDhjEkJERo9+7dO75+/TrN8/D169fZrVs3Ghoacu3atfz77785b9481qxZkxKJhBKJhHXr1uXChQvp4+PDVq1aEQDLlSvHgQMHEgCHDh3KBw8eZFtuEbFKqUgRYtKkSUhISMAff/yBt2/f4tGjR4iNjYVEIkHnzp0xe/ZsnD17Fr/99lua/CkSiQRaWlqYM2cOxowZg0WLFuWZRf7q1auYPXs2Tp8+DQcHByGcqnr16mjQoIHQ7unTp9i9ezcWLFiA4OBgxMbGAgDU1dVhYGCQpk+pVIr69eujfv36AL56zt24cQOXL1+Gv78/bty4AQMDA+jr66NUqVL48uUL9u/fD09PTwCAgYEBmjVrBhcXF9ja2uLhw4c4e/YsgoOD4erqis6dO+OPP/5IE/KlUChw4MABrFmzBrdu3YKlpSUCAwOhpaWVJ/dNpOAIDQ1Fz549C4VXaG5wdnbG/v37cfXqVeG3oixcXV1BEleuXEHTpk2/2z4hIQGtWrXCnTt3sGnTJpw6dQo9evTAxYsXUb16daXKVpBIJBJ07doV7dq1w7p163Du3Dno6enB0tIS2traGDNmDJo1a1bQYooUMWxtbXHs2DGl9LVw4UJMnToVqqqqWLduXY77kUgk6NmzJy5duoRt27ahZMmS32zv5OSERYsWwcXFBb169YK3tzeAr+uxtbU1bGxsMGbMGJQuXRp6enqIiYmBhYUF7O3tYWVlJTyjREdHQyaTISgoCB8+fEBERESOr0FEREREJOcoFAr4+fnh7NmzCA8PR3R0NMqUKQNzc3PY2tpm+m4ZGhoKZ2dn6OrqwtfXN0vPkRlhaWmJ58+fY9y4cTh8+DCaNGmCo0ePokKFCkKbDx8+oHz58oiKioJUKoWpqSlKlCiBR48eoVy5cmjatCl+/vlnAIC2tjZatGiB7du3w93dHcbGxkI/bdq0we3btzFv3jxs27YN48aNw7Jly3Ikt0jWEQ1uIgVOiRIl4OnpiUWLFuHWrVs4d+4cTExM0LRpU1hbWwMAmjVrhjt37uDIkSOQSCQoX748bG1toVAo0LlzZ6xatQozZsyAnp6eUmVLTExEp06dcPz4cVSsWBF//PEHunTpAhUVFSgUCmhqauKvv/7CnTt3cPnyZVy6dAlaWlr46aef0LlzZ1SuXBlOTk4wNzf/ruFDS0sLjRo1QqNGjb7ZLjw8HLdv38bNmzdx69Yt7Ny5E2/fvoWGhgaGDx+OrVu3on///jhw4AAuXLiAixcvwtHREevXr8f48eOFfFUWFhb4559/UK5cOQQGBhbZsEORjImJiYGOjk5Bi5FjSGLBggWYNm0aBg8ejNq1ayt9DCcnJxgbG+P8+fPffVBSKBQYMGAAbt26hfPnz6N27dro1asXmjRpgjZt2sDPzw8ODg5Kl7EgUVdXx7hx4zBu3LiCFkWkGODs7IwVK1YgLCwM5ubmWT7v5s2bGDt2LADgyJEjWLx4MZYsWQJDQ0Pcvn0bVlZWuZJr06ZN2LhxIzZt2pTl0M6uXbuiWrVq+PTpE8LCwhAUFISrV6/iwoULOHDgQIbnqKmpQVVVFYmJiUJI6YABAzBlyhTY2dnl6hpEREREfkRiYmLw/v17YXv37h3ev3+PiIgIyGQy6OrqQk9PL8P/qqmp4fDhw9i8eTNCQ0NhYmKCL1++YNu2bUL/U6ZMwfz58zMc29jYGI6Ojrhz5w6CgoLQpEmTbH/kTklJweLFizF37lwYGhpi37596NKlS7p+VqxYgZSUFBw4cACRkZF4+/YtIiIisGjRIrRt2xYqKioYPHgw5HI5GjduDHV19UzHdHFxwcGDB/H+/XuYmJhkS16RHJIv/nZFFDGktGjg5uZGd3d3kmRycjIPHTrEtm3bctmyZbx06RJfvHiR4Xlv3rzhwYMHv1naOC4uTgihmj9/PlNSUoRjCxcuFMJGzM3N2aZNG27dupX79u3Ld9f2t2/fctasWdTT06OmpiZ//fVXTpw4kRKJhFKplBYWFgRALS0tzpw5U3B5njlzphCKOmHCBMrl8nyVWyRzchsmoaGhwd69e/Ps2bMMCQlhbGyskiXMO1JSUjhy5EgC4KxZs/I0LLZbt26sUKECT5w4wRcvXmQ61tSpUwmA+/fvT7M/PDycTk5ONDExYXBwcJ7JmRvEkBsRZZEbXfr48SNVVVW5evXqLLV///49Bw0aRIlEwsqVK9PExIRly5YlAFpYWHxz7f4eCoWCoaGh3LBhA1VVVTly5Mgc9ePp6UkA1NPTY/PmzTlz5kz++eefvHr1Kt+8ecOkpCQ+e/aMp06d4urVq7l8+XK6uLgQALW1tXMsf1FHnJNElIWoSz8O8fHxnDt3LmvVqkVra2tqaWllmFrH3NycVapUoZOTE8uUKUM9PT1KJJJ0bQFQQ0ODffr0ob+/PxMTE3no0CF++PCBISEhNDU15a+//sqwsDA+ePCAAQEBPHz4MFetWsXx48eza9eurFatmtCXl5dXtq7nyZMnrF27NqVSKSdMmJBpOOrmzZupqqrKCRMmKOM2iiiRrNqKRIPbNxANbkWDQYMG0djYmN27d6e5uTkBsGzZsoKxycDAgAcOHODw4cNpY2PD/v3708HBQZggr1+//s3+Y2JiWL58eQJgQECAsD82Npbnz5/nu3fvhH0FvfB/+vSJv//+O3V1damlpcVOnTpRW1ubUqmUAwYMyDAP1sWLF2liYiK8AMycOVM0vBUCcqtL1atXT/dgMXz4cCVLmTds2LCBANijR488z0F39OhR6ujoCPeocePGDA8PJ/nV8HfixAl27NiRALh48eIM+4iIiGCVKlVoZGTEe/fu5am8OaGg5yWRwsWpU6c4b948bt++nQcPHuS2bdvo6enJ6dOnp8kXkxG51aVWrVqxZs2a38xzk5SUxBUrVlBPT48GBgZcu3Ytk5OT+fjxYxobGxMAX758maPxSXLTpk3CmgeAbdu2zfH1bNmyhQD44cOHLLUfO3as8JHuzZs3ORqzOCDOSSLKQtSlH4Pjx4/TxsaGqqqq7NGjBydNmsRly5Zx9+7d9PX1ZVBQECMiIjJ9f5HL5YyKiuKrV694//59XrlyhWfOnGFkZKTQ5r+69O98nP/e1NTUWK5cOTZp0oT9+/fn77//zi1btvDTp09ZuhaFQsHt27dTR0eH1tbWvHLlSobtkpKShI/PI0aMYGJiYvZumkieIxrclIBocCsanDt3jk2aNGHjxo05YsQI3rlzhykpKUKC5tatWwveXZ06dWLFihWFr+T9+/f/Zt/v3r1jkyZNKJVKOW/evO8aogrLwh8ZGcnp06ezRIkSBMAKFSpw5MiR3LNnD0+ePMmzZ8/ywoULvHTpEm/cuMFHjx5x6tSpQnt9fX1GREQU6DX86ChDlxISEhgaGsoLFy5w/PjxlEgkRSIx6vv379m+fXsCYKtWrfj06dM8HU8ul/PZs2f8448/aGxsTCsrK06cOFHwDHVycuKGDRu+afz78OEDq1atSkNDQ965cydP5c0uhWVeEil49uzZQ4lEkumLxN69e795fm516fDhw8LHnb59+9LX15cpKSl88eIFjx07xvnz59PR0ZESiYTDhw9PZ8g6e/YsAXDPnj05Gp/8+jGiTp06PH78eJqXrZzw6NEjamlp0cjIiL1792bPnj2/OU/07duXABgUFJSrcYs64pwkoixEXSrePH/+XHgebNq0KR8+fJhnY/1Xl06ePEkvLy8ePXqU/v7+DA4O5rt373LllBAZGckuXboQAPv165epjeHTp09s0KABVVVVuWnTphyPJ5K3iAY3JSAa3Io2CoWCCoWCcrmcu3fv5pMnT4RjnTt3pouLS4aTpkKh4NWrVzlo0CBqa2vT1NSUq1at4rp16zht2jSuW7eOb9++zXDMwrbwR0ZGcteuXRw8eDDt7OwyfMH69+bu7s65c+cKX+DFrykFh7J1KTExkaVLl2bfvn2V0l9+cPjwYZYuXZqampr5Vg30xYsXrF69OnV1dTl8+HDeuHEjy152Hz9+ZPXq1VmyZEnev38/jyXNOoVtXhIpGI4cOUIVFRX27duXcrmcCQkJDA8P55w5cwiAHh4e3+1DGbr0/Plzzp07V1iTVFVVhTVIV1eXLVu2ZGBgYKbnt23bljY2Njlan2JiYqiiosL169fnWP7/8vr1a/br10+4hr59+9LV1ZVjx45lWFhYmrbBwcHCi9aPjDgniSgLUZeKJ4mJiZw/fz41NTVZqlQp7t27N88jHpStS1FRUfT19eWGDRv422+/8aeffqKJiQkNDAz4559/fvPcbdu2EQDPnz+vFFlE8gbR4KYERINb8SQ+Pp7m5uacPHmysE8ul/Pq1aucMmWKEG5aunRpNm7cmKVLlxYepEuXLk2ZTEYjIyNevHgxXd+FfeGPjIzk69ev+fz5cz5+/JgPHz5kYGAgz58/z+XLlws5qqZPn04ArFq1akGL/MOSF7q0atUqqqioFMqwx8yIjo5m+/btqaOjk69GrH/na8wOHz9+ZKVKlVi6dOlM80fmN4V9XhLJez58+EANDQ127tw5TWqBf+cgc3NzY4MGDdiwYUM2btyYJ0+eTNePMnVJoVDwypUrXLZsGY8dO5ZpDsXHjx9zzpw5rF27Nq9evcqgoCBKJBKuWbMm22P6+fkRQI7nwPv373Py5Ml0dHRMl1/S3t5eeFaQSqXC/1erVo379++nv78/N2/eTIlEQisrqxyNX1wQ5yQRZSHqUvHj7NmztLe3p4qKCn/77TdGRUXly7jK1qXUdCQqKiq0tbVly5YtOW7cOL569eq75x4/fpwAqK6uzho1anD48OF8/fq1UuQSUR6iwU0JiAa34kVSUhI9PT1pZmZGqVQq5GNLTEwUkl4aGRmxX79+9PHxoaamJrW0tDhw4ED6+/szJSWFd+/eZf369QmAU6ZMyXCMorzwt27dmmXLlmV8fDy7detGAPzpp58KWqwfkrzQpcTERFaoUIF16tTh69evefHiRW7dupVTp07l6tWrhXDswkZ0dDQdHR1pZ2eX5RwZBcmbN29YtmxZ2tvbC/ngCpKiPi+J5J4NGzZQRUWF79+/T7O/XLly1NfXp4uLCzt16sTevXuzQ4cOBEBPT890/eSHLiUlJfHNmzcMCgriL7/8QgDU1NQkAO7cuZMk2a9fPxobG6fJoZoV5s+fzxIlSmR7nlMoFOzTpw8B0MDAgD/99BMBcNSoUZTL5VQoFDQ0NGTbtm2F3GwXL15kzZo1M0zW3bFjx2yNX9wQ5yQRZSHqUvHh9evX7Nq1KwGwQYMG+R56r0xdevv2LUuXLs0BAwbkyBs79YPUqlWr2Lt3bwLg9u3bcy2XiHIRDW5KQDS4FQ8UCgXPnj3LBg0aUCaTcdCgQXz06BEVCgXv3r3LAQMGUCqV8vjx48JDuEKhoIODA5s0acKnT5/S29ubTZo0IQCWL1+ehw4dyvBLfFFf+B8+fEg1NTVWrlyZ169fZ+3atYWXCpH8Ja906cKFC2le/CQSCS0sLISwrhIlSrBFixacO3cuL1++nOcu/Fnl8ePH2apwWNA8fvyYJiYmrFGjRobFSvKToj4vieSehg0bsnnz5un2Z5RW4cCBAwTA0NDQdMfyWpeCg4NpamoqzE8ymYzLly/n77//TgBCcul3797R1NSUzZs3z1Y+HTc3NzZr1izbci1ZsoQAuH79eiYkJJAkN27cKFRQTS1Sc+rUqXTnRkREcPny5Vy0aBH79etHHR0dSiSSH7o4kTgniSgLUZeKPsnJyVy+fDl1dHRoYmLCnTt3Fsizp7J06ciRIzQyMqKpqSlv376da7nevHlDADx27Fiu+xJRLlm1FckgIlJMiYuLg7e3N1atWoX79++jUqVKOH36NIyNjbFjxw7s378fjx8/hr6+PhYuXAh3d3fhXIlEgrlz52Lw4MGwsbEBADRs2BBeXl7o0aMHVFVVC+qy8hQHBwdcuXIFQ4cORa1atTBy5Ei8efMGa9asgaqqKhYuXAg1NbWCFlMkFzRq1AjHjx+HXC5HuXLlYG1tDQ0NDcTHx+PmzZsICAjA5cuX4enpiRkzZsDW1hYDBgxA//79YWFhUWByp8r69OnTApMhO9ja2qJGjRq4ffs25HI5ZDJxuRUpGORyOQICAjBo0KB0x6RSaZp/P3/+HOPHj0eNGjVga2ubXyIC+Lpmt23bFqampti6dSsMDQ1hZWUFc3Nz2NjYwMnJSVh7TU1NsWvXLjRv3hyenp6YOHHid/s/e/YsfH194e3tnS25IiIiMHnyZIwfPx7Dhw8X9g8dOhQmJib466+/oKamhsaNG6NRo0bpzjcyMsLYsWOFf5ubm2PhwoU4depUmucOERERkR+NGzduYNiwYbh37x5GjhwJDw8P6OvrF7RYOebEiRNo164d2rZti61bt8LY2DjXfb579w7A13VPpIiSTwbAIono4VZ0uXbtGkuVKkWJRML27dvzwoULVCgUPHjwoBASMnDgQJ48efKbrr6fPn2il5cXHz9+nKVxi8uXtuTkZC5btoza2tosVaoUS5YsKeQhqFu3Ls+cOVPQIhZ7ClqX5HI5L168yP79+1NLS4saGhpcunRpgYWcPn36lHp6ehw3blyBjJ9dzpw5QwAcO3ZsgYfpFrQuiRQ8s2fPJoBv5j179uwZy5YtSxsbG758+TLDNnmpS6dPnyaADKv8enh4CF5v586dE/ZPmDCBMpmMt27dSnfOlStXePjwYQYEBPDhw4csX748GzZsmG3PiaCgIALgnDlz2K5dO5qYmFBfX5/Gxsa0sLCgjY0NHRwcWLp0aerq6lJTU5PDhg1jcHBwhv1FRkZSKpXS1NQ02yGxxQVxThJRFqIuFU0+ffrEESNGUCKRsFq1arx582ZBi6QUXerUqROrVq2qFA+9iIgIBgUFcdWqVQSQ6bosUnCIIaVKQDS4FQ2io6O5fv16/vbbb+zVqxfd3Nyorq7OOnXqCJVJP3z4wDVr1tDIyIjt2rXLs4W5uC38ISEhBEAvLy9u2bKFFSpUEF56SpQokWGOHxHlUJh06cuXLxw7diwlEgmrVKnCyZMn88iRI/n2shgdHU1nZ2fa2try48eP+TJmbnn48CFdXV0JgDY2NvT09Cww2QuTLokUDAqFgp06dWK1atUYHR2dzggcFRXFsmXLEgDbtWvH+fPnMyYmJl0/ealLvr6+BMCnT5+m2f/48WNaWFgQAC0tLenl5cVffvmFNWrUEAo+DBw4MM05p06dSpc3TSaTZWoE+xapyatTNwMDA5YtW5bm5uY0NDSkrq4utbS0aGBgQBsbG8pkMqGtsbExvby8SH6dx2bPnk0rK6s0/Wlra7NevXqMiIjgjRs3fohQU3FOElEWoi4VLRQKBffs2UNTU1OWKFGCK1euLPCPkqnkVpe+fPlCdXV1LlmyJNeyPHjwQMhdmrpO5CQXnEjeIhrclIBocCvcxMXFcdmyZTQ2NqZMJmP58uXp6upKXV1dAmCrVq04atQotm/fnqqqqpTJZGzXrl26pNHKpDgu/LVr12br1q2Fl4DIyEiOHj2aMpmMxsbGBSxd8aUw6pK/vz87duxIc3Nz4SGgatWqXLduHT9//pwnYx4/fpxly5altrZ2kaqumsq1a9fYq1cvqqqq0sDAgNu2bcv33CSFUZdE8p+JEydSX1+fJUuWZJ06dfjhwwfhWFRUFLt3784GDRqwUqVKBMDevXun09W81KXLly8TAB88eCDsCw0NZenSpWlvb8/jx49TT0+PAGhra8s+ffoIxQu0tbUFmcLDw2lmZsbmzZvz3bt3DA4Opp+fHx8+fJgjuV6+fEkA7NGjByMjI7/bPjY2lnv37uWAAQOopqZGANTQ0BDmTHV1dbZo0YJLlixhjx490hngUvNqjhw5MkfyFgXEOUlEWYi6VHR49OgR3dzcCIBdunQpdFU3c6tLO3fuJAClVKjv2rUrLS0teeXKFd67d48RERG57lNE+YgGNyUgGtwKHykpKfTz8+OYMWNoZmZGFRUV9urVi8uXL2f37t2po6NDALSysmKLFi3o5OTEmjVrcuXKlXlqaEulOC78GzZsEDwLpkyZIpSzNjc3p66ubgFLV3wpzLqkUCj44sUL/vHHH2zXrh1VVFSopaXFFi1asGPHjuzduzeHDBnCMWPG8Pfff+fatWu5f//+bD2EPH36lF26dCEAurm58dGjR3l4RXnP27dvhUpTTZo04YEDB3j//v18+WJZmHVJRPnI5XKePn2ap0+f5l9//SX87ubPny8YfABwy5Ytmfbh7e1NANy8eXOa/XmpS0+ePKFEIuH8+fOFfX379qW6urpQ+bNevXosV66cUGX8xIkTgqFKV1dXMHAZGhry7du3SpErKiqKlpaWrFGjBo8cOcLY2Ngsn5uYmMjGjRsTAB0cHLhv374MPdiGDRvGli1bcuLEiaxTp47g2aCMF7fCSHGek3x8fGhnZ0eJREI1NTUaGhrSwcGBbm5uHDlyZJaMtiJZpzjrUnEhISGBs2bNorq6Oq2trXnixImCFilDcqtLnTp1Yq1atXItx/379wmAGzduzHVfInmLaHBTAqLBrfDw+vVrTp8+XaheVqpUKdapU4dNmjRhiRIlCIBVqlTh3Llz+ffffxdYZcXiuPArFAoGBARw+PDh1NfXp56eHkuVKiUYDkTyhqKkS69fv+bcuXPZvn17tmjRgg0aNGCNGjXo6OjIUqVKCSFW9erVy7SP5ORk+vv7c/LkyYKHjYmJCXfv3l1oKqUqg1OnTrFcuXJpwtwqVKjA7t2709/fP0/GLEq6JJI7goKC6OzsnMZjSl1dndOnT2dQUBDnzZtHKysrli1b9rsh4UOGDKGGhkYaz9K81qXJkydTKpWyYsWK7NKlixDmumPHDpJkYGCgcH3t2rWjkZER3d3duWHDBi5atIirV6/m1q1bv2ugVygUvHfvHnfv3s1r164xKioqzfH79+/zl19+YbVq1SiVStOFp2pra7N79+7frED8/v171q9fXzh/5syZWb4PEydOJADu2rUry+cUJYrDnJScnMwrV65w0aJF7NatG52dnamvr08AlEqlrF27Np2dnWlubk5NTU1KJBICYJs2bQpa9GJFcdCl4oyvry/Lly9PVVVVTp06NVsfLPKb3OrSiBEjWL58+VzLERISQm1tbTZp0kTU60KOaHBTAqLBreCJjY1lhw4d0jzolipVijY2NgTA0qVL8/fff2dISEhBi0qy+C/8Hz9+pLu7u2Bs+xFyzRQUxUmX5HI5a9Sowd69e2d4PCgoiIaGhgRAIyMj9u3bl/v27Uv3ElycCA8Pp5+fH9etW8dRo0bR0dGRANi6dWul/82Lky6JZMznz585fvx4Ib2CRCJhxYoV+fbtW06bNo3q6uq0sLDg2bNnBU+3VE+wWrVqceXKlekM23FxcaxcuTKtrKzo4eHBW7du5bkuJSYmUiqVUkVFRQivlEgkbNGiBU+fPs0vX75QLpfT29ubZcuWpYWFBc+dO/dNw1cq79+/p5eXF3v16iV8vPv3VrlyZd69e5dBQUG0srKisbEx+/bty82bN/Phw4d8+PAhV6xYwW7dugnnhIaGZjperVq1CIAVK1bMtuHM0tKSAPLMCF/QFMU5SS6Xc/78+SxdunSaEOHUTU1NjaamphwwYACjo6Mz7MPExIR6enq5kuPOnTtCXkCRoqlLPwqpaQJSc23WrFmTbdq04f79+wtatAzJrS7t27ePAASP7OyQnJzMixcvcuLEicLzoKamplgooZAjGtyUgGhwK3jevXuXztjWrFkzjh07lkeOHMnSQ3Z+UlwWfj8/P969e5cxMTF89uwZb968ybi4OJLkzZs3CYB//PFHAUtZvCkuukR+fVHR0tLKNJHs+/fv6eTkRKlUyq1bt+azdIUDuVzO3bt354lXS3HSJZG0pKSkcMuWLTQxMaGWlhbnzp3L6Ohoqqio0NraWnjwP3nyJAHwl19+IfnVyL1v3z7BMxUAx40bl+4jSmhoKN3d3amrq0uJRMKAgIA816UyZcpw+PDhjI2NZXJyMidNmiQY5KVSKTds2MCLFy9y/vz5QjEFExMTjho1ileuXBEMh6lebB4eHqxVq5bgYVStWjVOmjSJvr6+jIyM5O3btzlr1qx0BpR/e6FqaGhQQ0OD6urqQkhuakGU/xo/Xr16xSFDhlAikdDZ2TlH9+DatWtUUVGhqqpqsTS6FbY5KSwsjL6+vly7di3Hjx/PLl26sF69erS3txd+W6meipqamnRycmKHDh04e/Zsnjt3jvHx8Vkap1evXgTAOnXq0MDAgACopaXFmjVrctGiRZmGm8bHx3PmzJlCxXgAYgL1/1HYdEnk/4mLi6O3tzeXLFnCiRMncuDAgaxduzZlMpmQFiCVQ4cOcfDgwRw3bhxnz57NnTt3ZlhMISgoiG3atKGNjY3S0gakkltdSn1n3bNnT7bOe/ToEY2NjYW1rH///ty/f3+e5UYWUR6iwU0JiAa3wsGzZ894+fJlfvr0qaBF+S7FYeH//Plzhi8ds2bNIvk1F0ODBg2EJNI5+ZIj8n2Kgy6lolAoaGJiwgkTJmTaJjY2lv369SMAPn78OB+lK1y0atWKTk5OSk2QW5x0SeT/efz4MatVq0YA7NWrl5Bf88CBA+nCHwGwQoUKmXrerFu3jhKJhPPmzcvweHJyMp2cnNiwYUMeOnRIqbqkUCgYHR3NV69eMSUlhZ07d6ZMJkuTd1WhUAhVs//tUdSzZ0+ePHmSv/32m5DqoFmzZlywYAErVqxIANTR0WGnTp24ffv2b4bRBgcHMyAggBcvXqSnpyeHDx/ONm3asGbNmqxUqRIrV65MZ2dnVqtWjc7OzjQzM6OqqiolEgltbW1pZ2dHMzOzNB4dN27cyPF9OXfunGDkqV27do77KYwUhjkpNDRUMNhmtKXmJjUxMaG9vT3r1atHDw+PXHn237lzR/DcNDMzY9OmTVm2bNk0YcvPnz8X2vv4+NDV1TVdWLNEIqG3t7cybkORpzDokkjWSUpKYt26dWlkZMSRI0dy9+7d/PXXXwVvYAcHB5qbm1MikdDNzS1d/u3t27cLv4N/5/tUlmy51aWKFSty6NCh2TpnxowZ1NfX5/Xr18XIoSKGaHBTAqLBTSS7FIeF/+3btwTAQYMG8eDBg9y2bRsB8M8//xTayOVy7tixg8bGxixRokS2v+aIfJ/ioEv/ZtCgQd/NbREbG0stLS0uWLAgn6QqfPj7+wsvV6amply9enWu+yxuuiTylVSPyO3bt6fZn5iYyLlz53Lq1Kns06cPjYyM0nlOhoeH08vLiwcPHuS5c+d4+/ZtamlpCR5wGeHj40MA/P3333OsSwqFgsHBwVy3bh3Xr1/PyZMnC5VH/70NHTo0wxePo0eP0tvbm0FBQelkSElJ4eHDh4U+2rZty1OnTjEhISFHsmYFPz8/AqCqqip1dHSor6/P1q1b89q1a0rp/82bN8L1qKqqcsyYMUrpt6Ap6DlJLpcLBTaaN2/OkSNH0tPTk0eOHGFoaGievvS+efMmXXSGXC5nixYtCICNGzdm7dq1BUO5RCJh5cqV6e3tTblczrVr1wohrZUqVUpjoPsRKWhdKgyEhobS29ub69at4/Lly7lgwQJ6enoyODi4oEXLkLCwMA4ePJjly5cXjNvLly9Pk9bg3LlzNDExoYWFBS9fvkzy64efHTt2CL9dW1tbpeb4VYYujRw5Mtt53JydndmrV68cjylScIgGNyUgGtxEsktxWfhbtWrFkiVLcvv27dyxYwclEkmGHjcfP35ky5YtaWtrWwBSFm+Kiy6lcvToUQJIk4A9I7p06UIXF5d8kqpwEhoayj///JMDBw4kAK5bty5X/RU3XRL5SlJSEq2trdmxY8dvtktOTqaOjk4aQ/aoUaMy9Orx8fHJtB+FQsF69erR0tIyU0+5zPD39+fYsWOF/KsymUzI05ZqDNy1axerVq2a5uNOTlizZg0BcPr06bnqJyvI5XJKJBKam5vniZFm165dbNGiRRrPucKa/yg7FIY5KTVPUvfu3QtMhn+T+puUSCSUyWQ0MTHhr7/+muE7SHx8PNu1ayd4en4rl2BxpzDoUn7z/Plzurq6UkdHRwiV/5anZqo3ZWGcOyIiIgTv7P/y5s0b1q9fnzKZjAsXLhQKarVv354rVqwgAF65ckVpsihDl/78888s5XH7+PEjL1++LKxXe/fuzfGYIgWHaHBTAqLBTSS7FJeFPzw8nL179xYWbHNz80y9BPbs2UMADA8Pz2cpizfFRZdSiY+Pp7W1NRs2bPjNF9PUpLNPnz7NR+kKL82aNWPr1q1z1Udx0yWR/yc1vObOnTuZtrl79y41NTUFA5RCoaCNjQ2HDRvGDx8+MDQ0lLdv306T/ywzbt68SZlMxvr163PGjBncvXs3g4KCvnnOH3/8IeRgHT58OE+ePCmsJ4MGDcqSIT47uLi4EAA9PT2V1ue3GDlyZJ68MP3buy11K1euXLF4Ji3oOenTp0+cNWuW4E3s4eFRIHL8l+wabU+dOkWJREJdXd0ikXYlLyhoXcpvhg8fLuitjY0NmzZtyrFjx9LLy4s+Pj709fXl5cuXeerUKY4dO5aurq40MDAQDHO6urqcMmVKQV9GlklOTuZvv/2W7oODXC6nhYUFf/75Z6WNpQxdCg8PJ4BMC5usWrUqzQeU1IrGxWFe/xERDW5KQDS4iWSX4rbwT548WVgUmjZtmmHVyJcvX1JNTY0lS5bkwIEDeerUqWJz/QVJcdMlkjx79iwBcOPGjZm2iY6OpoaGRqYFFn40+vXrxzp16uSqj+KoSyJf2bBhAwHw5MmTGR4PCwtjmTJlWLVqVcbExJD8anArW7YsHR0dv5nTLCOSkpI4fvx4NmrUiObm5sL6cPPmzQzbR0dHs1SpUuzQoUOGxgRnZ2eqqKgo1Tssdd2qVKmS0vrMjNTcO/8N2VUWVlZWBMAXL15kmlC/KFLQc1K5cuWEl107Ozvevn27QORQBhs3biQAlilTptAVEssPClqX8pPUomUA2L9//2ydGxsby3Hjxgkh/IXFyJwVIiMjhev+d5hsjx49WL16daWNoyxdqlGjBrt27Zpuf+ra26RJE/7xxx+8d+9elguuiBROsmorkkJEREQkEzw8PDB06FAAwLlz56Crq4u4uLg0bcqUKYPAwEAMHz4cly5dQsuWLWFvbw+SBSGySCHGzc0NAwYMwIQJE/DkyZMM27x//x4pKSlQV1fPZ+kKJzo6Ovj06VNBiyFSCLl16xbGjBmDkSNHomXLlmmORUZGYuvWrXBzc4NcLoePjw+0tbUBfP2NdenSBffv30eXLl2yPW69evVw5swZvH37Fnv37gUAmJmZZdjWw8MDHz9+xPLlyyGVpn3kTElJwYMHD2BnZ5fuWG5YsGABWrVqhaCgIFy9elVp/WaEp6cnPn/+jJ49e6Jr165K7fvu3bvo0aMHAKB9+/ZwdHSEgYEBdHV1oaqqColEgjp16iAlJUWp4xZnEhISMGTIEISGhgIAbt++jUePHqFatWoFLFnOGTp0KCZMmIBXr16hTp06BS1OvhAeHo6YmJiCFiPfqV69Ojw9PaGmpoZDhw5l61wtLS0sW7YMHz9+hL6+PmbPno3Pnz/njaBKRlVVVfh/AwMD4f9tbW0RHh5eECJ9k9atW+P06dNITk5Os//hw4d4/vw5xo8fj+7du6Ny5crQ0NAoIClF8hPR4CYiIpIpKioq2LhxI3bu3AkAkMlk+PDhQ7p2jo6OmDdvHh49eoQBAwYAACQSSb7KKlI0WLp0KQwNDVGlShWsXr0acrk8zfFZs2bBxMQEgwcPLiAJCwdPnjxB3759sW7dOpiYmBS0OCKFjM+fP6Nz587Q0dFBx44d8fTpU7x79w7btm1Dy5YtYWZmhiFDhsDY2BgnTpyAhYUFAODgwYMwNzfH0qVLUbdu3Vz9zv744w+MHj0a1tbWQv//5p9//sGyZcswZcoUWFlZCfsvXboEV1dX2NraIikpCcOHD8+xDJmxfv16AMCaNWuU3ve/+f333wEA5cuXx8WLF1G5cmWYm5vD2NgY5ubmKF++PGrWrInevXvjzz//REJCwnf7VCgUcHR0RNWqVbFw4UIAwJ07dxAREYESJUrAxMQELi4ucHZ2xtWrV2FjY5PuQ1hRIjw8HHfv3sXVq1fh5+eH06dP4+7du3kylpGREbZs2QItLS3s378fzs7OeTJOfrN48WJ06NABN2/eVLrht7Bx+vRpmJubQ1dXF5UrV4a3tzcUCkVBi5Vv1KtXDzKZLMfXLJVKsWvXLiQnJ6NDhw5Kli5vmDx5MlRUVAB8NRymkpiYWCg/zrq7u+PLly+4cuWKsC8+Ph6LFi2CpqYmGjVqVHDCiRQM+eNwVzQRQ0pFssuP5NqeGa1ataKrq6tSKwf9iBRnXfry5YuQ96hWrVoMDg5mUlISd+/eTYlEwvXr1xe0iAVCUlISr1+/zr59+1IqlVJHR4cmJibU0NDgjh07ctVvcdWlH5WQkBAaGhqmy/ElkUjYsGFDrl27lmFhYRmep6mpSXt7e/bq1YuTJk3i3LlzuXHjxiyFdf5blxwdHamtrc1nz56la+fr68sqVarQ2tqaQUFBnDlzJidOnMjk5GT27NlTqLrZpEkTZdyOdAQFBREAO3TokCf9p5KcnCyEJqb+19jYmObm5jQxMaG2tjZlMlmav5GWlhZ1dXVpbGzMZs2a0cjIiD169OD+/fu5du1aDhs2jADo5uZGLy8vnjp1iocOHeKHDx/SjZ/a9759+/L0OpVNUlIS165dy2rVqmWa7F1TU5NNmjThgQMHlBZy3K5dO+FvZWBgwMmTJzMxMVEpfRcGqlatSgCcOnUqya8h3d/LsViUOHXqFKVSKdXU1Oji4pLmd6enp0c7Ozt26NCBW7ZsKZbvbp6ensL1zpo1K1d91a1blwA4f/58JUmXN3h5eREA58yZQ5lMliYUdtq0aTQyMlLas42ynpXkcjlNTU05bNgwkuSlS5dYvnx5qqmpce3atcoQVaSQIOZwUwKiwU0ku4gvtuThw4eL5AtAYeNH0CV/f386ODhQVVVVyAfVsmXLYvUC9C0+f/7MP//8k7/++ivr1q1LDQ0NAqC2tjYlEglLlCghGFVyY4T8EXTpR+XLly988OABz5w5w3379vHt27ffPef48ePs2rVrOgNHVvJY/VuXUnNHLVmyhP/88w9nzZrF1q1bf7NinqGhoWBsP3HihDJuQTrkcjkXL14s/HYuXryYJ+Okkvq77datW6aJ69+/f89Vq1bR3d2d9vb2tLGxEeT7r0EudXv06NF3xzYxMSEAGhkZ0cHBoUgUm3nz5g0bNGggXGeDBg04c+ZMzp8/n56enly1ahXHjBlDS0tLoY1MJmP16tW5bt26DPOUJSYm8siRI9y7dy937drFLVu2cMOGDRkam6Kjozlq1Cjq6OgIht/379/nx6XnOcnJybSwsCAALl68mLq6ugRAMzMzLlq0KJ3hMigoiN7e3kUij9SZM2cEY1vq3zU+Pp4zZ85k+fLlWbp0aWppaaX5DVlaWuZJ9eCC4MSJE5RIJCxZsmSmVT2zQ3x8PI2NjQmg0BplQ0NDqaGhwf79+1OhUHDChAnU1NTkixcvSJL37t0jAP71119KGU+Zz0oLFy6kTCZjv379CIB16tThw4cPlSClSGGi2BvcZs6cme7hxN7eXjgeHx/PkSNHsmTJktTW1mbHjh2znRxYNLiJZJcf/cU2MDCQfn5+bNOmDc3MzLhnzx5hYRTJHj+KLsXHx9PDw4MjR47k3bt3C1qcfOPQoUNCpaqyZcuyW7duXLJkCRs3bkwVFRUuXbqUly9fpra2Njt37pyrl4YfRZdEssbr16/ZpEkTSiQS9ujRg1u2bGFQUBATExPTvHgrFAqGhYXx/Pnz3L59O3fs2MGtW7dy7NixHDRoECUSCcuXL09TU9N0XnZ169Zl69atWatWLQ4fPpwXLlzg/PnzBY8UAJw8ebJSr8vHx4ctWrQQDCn/lqdbt25cunRpnrxYpnpgdO/ePdvnxsbGUi6Xc9euXdy2bRuPHz/OjRs3cu7cuVk6f/PmzbSzs2OpUqWEl/HC+sHiy5cv7NChg1At0cbG5rt/jy9fvnDu3Ll0cHBI481UrVo1btmyhdeuXWOjRo2ooqKSqZHXwsKCixcv5vv379moUSO6uLiwTp06bNKkCTU0NCiTyRgbG5tPdyHviYyMZIkSJYTrb9asmWAUVlNTY6VKlViyZEnh75D6G2nRokWeyJOcnMxt27axT58+9Pf3z3E/urq6lEgk6Soa/3d9i46O5o4dO1ijRg0C4JkzZ3Ilf2Hg0aNHlMlkVFdXV+ozdWhoKCUSCStUqKC0PpVJaoXrjx8/kiSjoqJobm7OgQMHCm3q1KlDNzc3pYynzGel2NhYlipVitra2ly1alWxMfyKpOWHMLg5OjoyLCxM2CIiIoTjw4cPZ5kyZXju3DneunWLtWrVynalN9HgJpJdfuQX26SkJOHrokQiobq6uvAwZ2Jiwnbt2nHFihV8/fp1QYtaJPiRdak4Ex4ezm7duhEA27ZtmyYcb8yYMVRXV+fhw4cZGRlJS0tLVqtWTagumVNEXRJJ5dChQyxZsiRLlSrFgwcPCqH/Z86cobm5OXV1ddmtWzfWrVuXBgYGmRoxDAwMuHr1ak6cOJEGBgY8efIkvby8hJd4qVTKbdu2pRv/6dOnbNy4MQGwZ8+eub4euVzOvXv30sXFJc16M2HCBM6ePZteXl6CYTt1O3HiBNu3b8/Zs2crxSPs1atXLFGiBDU1NXPdV24YPHiwYGBaunQpo6OjSZIvXrygr69vvstz7949TpgwgYmJifz06RPV1NQIgOXLl6e/v3+256Tk5GSuW7eOVapUSWO4BUAHBwcuXryYXl5e3LNnDw8cOMDDhw+zc+fOaZ5FUo1OMpmMUqmUUqlUCL8sToSEhNDGxkZIRSCXy7l69WqWKVNG8Chv2LAhJ0yYwNWrV9PR0ZEA2LdvX6WMn2oorVixYrq/VYkSJeji4kJXV1fWrl2b06dPz1Kf3bt3J4B0xujM1rc3b94QACtUqMBz585l2GdycjLv3btHb29vLliwgIcPH07zLllYMDU1pUQiyRNv3Z9++olA5pWmC5K1a9dSVVU1TYqa9u3b093dXfi3t7c3AfD69eu5Hk/Zz0rPnj3jmzdvlNKXSOHkhzC4ValSJcNjnz9/pqqqKvfv3y/se/jwIQHw6tWrWR5DNLiJZJcf+cVWLpfTysqKmpqa3LhxI4cNG0Z7e/t0L2oaGhpcsmTJD3mPssOPrEuFiYiICHbt2pWOjo4sVaoUtbS0qKamRnV1dWpoaFBTU5MlS5ako6Mj3dzc2KdPH06aNIkrVqzgzp07uXz5ck6cOJF9+/Zls2bNaGBgQENDQ+7ZsyfNQ2RAQAAlEgmXL19OuVzOpk2bEgDnzZsnfN3NKaIuiZDkxIkTCYDm5ubCC7ampibt7OwIfM0ZNnnyZNaqVYu9evWih4cHDx48yIcPHzIhIYFJSUmMiYnhn3/+ybi4OP7zzz+0sLDgiBEj0ozz4MEDwcssNUT8315Xbdq0IQBu2LAhV9cTHR0tGHEAsGnTpoKR6b9ERkayYsWK6dYjVVVV+vj45Njw1qNHjzShkQXJq1evWK5cuTSeS6qqqsL/V6xYMdOQV2UTGxtLbW1tYc1PfalPzReV2zkpMTGRnp6eHDZs2HfD61KNTQ4ODly9enWOxivuyOVy4fehp6fHVq1a5UhXQkJCBO/Z1FDgqlWrcsWKFXz+/DmHDx9OY2NjqqmpUVVVVfBMtLa25oULF/jgwQOGhYWl8waSy+XCh6r/emN9S5f+bYhXU1NjjRo12Lx5c1pYWGQayg2AKioqbNWqVYZ5MHPC8+fP2bRpU+ro6NDa2ppDhgzJMDQ6I968eUOpVMpatWopRZb/8uLFC2GuLmzMnTuXpqamafa1aNGCHTt2FP6dkpLCSpUqsW7durnOHS0+K4lkl6zaiiQkiSLIrFmzsGTJEujp6UFDQwO1a9fGggULYGlpifPnz6Np06b49OkT9PX1hXOsrKwwduxYjBs3LsM+ExMTkZiYKPw7KioKZcqUwYcPH6Crq5vXlyRSDEhOTsbZs2fRrFmzNGWsfxSuXr2Kxo0bQ0tLCxUrVkSlSpUwePBgkMSrV6+wfv16+Pv7Q6FQwNbWFtOnT0e3bt2E6kMi/8+PrkuFgUePHqFdu3aIjo5Gly5dYGBgAH19faiqqoIkxo4dCwAoW7Ys9PT0hMphnz9/RlhYGBISEqCpqQlzc3OYmZnBzMwM1tbWGDduXJrKo4mJiahRowZ0dXVx8eJF/Pbbb1i3bp1wXCaT4a+//kKrVq1ydB2iLokAQIcOHXD8+HEAgJOTE8aMGYOoqCi8ePEC9vb2GDx4MKTSr8Xr79y5gy9fvqBhw4ZpKk6HhIRg8eLF+Pvvv/H3339DV1cXFy5cQKVKldKM9fnzZ7Ru3Ro3b96ERCIBSejp6WHQoEFYtmwZAKBJkyY4depUjq8nJSUFurq6SElJwcePH6Gjo/PN9gqFAps2bcLmzZsxadIkPH78GLNnzxaON2vWTLg/30OhUKBly5bw8/NDxYoVsXjxYri5uQn3ryBJSUnBgQMHsGvXLoSHh6N69eqIjIzE4cOHIZFIIJVKoampCTs7O9SrVw9du3ZFzZo1lSpDw4YNcfXqVfTq1QtHjhxBTEwMAODly5cwMzMT56RCSFxcHEaOHIlz587h/fv3MDQ0xNixY/HkyRO8ePECCQkJ2LRpE+zt7dOde+7cOYwfPx73798HAFSoUAHTp09Hp06dvvmbUCgUGD16NDZv3pzuWIkSJWBhYQEnJyf4+/vj/fv3qFixIs6fP4+SJUsK7b6nS+/evcPq1atx+PBhPHnyBAqFAnp6erCxsYGdnR3Kli0LBwcHlClTBg8fPsS9e/dw6dIlPH78GBKJBC1btsT+/fuhpqaW7XsaEhKCYcOG4erVqwCAUqVK4cuXL4iNjUWJEiVgaWmJqKgofPr0CcDXOXrChAlwcHDA7du3MWbMGNy8eRMAMGLECKxcuTLbMmQFOzs7vH37Fps3b4a7u3uad+eCZMSIEbh+/ToCAwOFfW5ubrCwsICXl5ew79y5c2jVqhV2796NLl265Hg8cV4SyS5RUVEwMjLCly9fvmkrKrIGt5MnTyImJgb29vYICwvD7Nmz8ebNGwQHB8PHxwcDBgxIYzwDAFdXVzRu3BiLFi3KsM9Zs2alefhKZc+ePWnKEIuIiGROaGgogoKC8OLFC9y9exd6enro168fqlSpArlcjkWLFuHevXuwsLDAixcvULp0aXTv3h116tQpFC8rRZ24uDicPHkSxsbGaNCgQUGLUyT59OkTAgICsHfvXujr62PGjBkwNTVN00ahUKBjx44Znu/s7IyWLVuicuXK0NTUTGOwyIg9e/bg4MGDWLp0KaysrLBv3z6cPXsWc+fOxdq1axEcHIwuXbrAyckJJ0+ehL6+PmrWrAknJyfxoVAkWzx//hwRERGoVq3aNz90LF++HBcvXoS1tTXatGmDL1++4PLly3j69Ck0NDRQo0YN1K1bF1WrVoW6unqm/Zw+fRp+fn7Q09PD7du3kZycLBwzNDTE1q1bc3U9S5YsQUBAANq3b4/evXtDJpNl6/ygoCC8fPkSe/bsQWxsLNTV1aGqqor+/fvDzs4Ox48fh5WVFQDg77//hrq6Ovr06YPFixfj8ePHqFKlCmbOnFkk1i5/f38cO3YMAPDx40dERkZCoVAAANTV1bFv3z6ljHPkyBFs374dzs7OmDVrFhQKBbZt24a3b9/i999/V8oYInnLoUOH0hg0Uo3mGhoa2Lx5M758+YK7d+/in3/+QXBwMD59+gSJRAInJycMHToUZcqUydZ4z58/x61btxAfH4+4uDiEhYXhzZs3+Pz5M5KTkyGRSNCxY0f06dMnV9eVqu9Z+b2GhIRg7dq1ePXqFfT19bF8+XLo6elBoVBkOM88efIEV65cwevXrxEeHo5Pnz7h8+fPAIBy5cph1KhRKFu2LICvv5E//vgDCoUCEokEiYmJwj0Gvv4eU99hy5UrhyFDhmRo6FQWZ86cSfeRz8DAAFZWVhgyZEi655/8gCSGDRuG6tWrY+jQocL+X3/9Fba2tvj555/Br5F6kEql8PDwwMuXL7FmzZocGUdFRHJCXFwcevbsWXwNbv/l8+fPsLKywrJly6CpqZkjg5vo4SaSW8SvI2m5c+cOBg4ciPv378PS0hKLFi1C27ZtMWzYMOzevRu6urooWbIknj9/DicnJ0ydOlX8rf0PuVyO27dvw8XFJVsegBs3boSPjw+Ary+IDg4OeSVisUKhUMDb2xt79uyBn58fVFRU0LZtW7Rr1w6BgYGIjIwUHqBjY2PRsWNHjBw5EgcOHMD8+fPx8uXLdH22bNkSR48e/ea4N2/eRMOGDTF58uQMX0b37duH9evX4+rVqyCJChUqID4+Hs+fP4euri7OnTuHKlWqfHMMcV4SyS6bN2/Gzz//jJo1a+L69evQ0tKCu7s7OnToAJlMhjZt2mRbl1JSUjBo0CDs378fKSkpAAA9PT2ULl0alpaWsLe3R/PmzeHm5pblPh8/foy6devi8+fP0NXVxenTp+Hi4iIcDwkJwa1bt9C1a9cMX8IUCgUqVaqEx48fA/j6Iq6qqpru+TEzEhISioSxLTP+/vtv1K9fH/Hx8Uq7ltKlSyM8PByHDh1C69atM2wjzkmFnwcPHuDjx4+oXLkydHV1sWPHjjSGj1Q0NDTQsWNHLFu2LI3nmbKIi4uDQqHI1IM1r3Vpzpw58PDwSLNPIpFAQ0MDBgYG0NXVxbNnz9LMGaqqqtDT00PFihWxfv162NnZZdq/tbU13r59i+DgYCQnJ8PT0xN+fn6oWrUqVq1aBQsLC6VfU0aEh4fj+PHjuHjxIu7du4eXL18iOjoaEokEAwcOxNq1a/N1rnv06BGcnJxw+PBhuLu7AwAiIyNRunRprF69GoMHD0b79u1x+fJluLq6wtDQEPv27YOHhwcmTpyYozHFeUkku2TVw63I5nDLiOrVq3Py5Mk8d+4cAaTLP2Bpaclly5ZluT8xh5tIdhHj/9OjUCh4/fp1tm3blqqqqpw3bx7v3r3LR48e8bfffqO+vj7Lly8vJNIWN+Vtrq6uvHLlSr7l7SmqJCUlsWfPnpRIJGzcuDFnzpzJsWPH0tLSUsgvU6dOHbZu3Zp9+vRhr169qKqqytKlS/PgwYNMTk7mzZs36enpyZ9++oklS5Yk8LUoQmYoFAquXLmS6urqdHV1ZUJCwjdlfPfuHf39/SmXy6lQKDh79mwCXxPA/7uyZGbXJ85LIv8mISGBJ06c4JIlS9i/f3/WqFGDNWrUYO/evenh4cFly5YRAA8cOMDnz58LhTuUpUvJyckcMWIEzczMhAqKqVtmedi+xfLly4Xk7M2aNWNwcDCrVq2aJidTvXr16O7uzr59+7Jbt250dHQU8oxZW1sLz3qxsbHs3Lkzu3fvzuDgYO7evZv79+9nbGwsb9++TT09PaHfa9eu5eo+FDQbNmwgAKXmh0pdyz09PTNtI85JRYv4+HghJ29qVeK2bdvm6LeqbPJDl06dOsUePXqwT58+7NevH5s3b04HBweWLFmSGhoatLOz4+jRo3nz5s0s52YjyZEjRxIAx4wZk2ey54abN2+yTJkyBEBdXV2eOHEi38ZeuXIl1dTU0hSNSi2Q8ObNGwYFBREA+/Tpw9atWwvPXWZmZjkeU5yXRLJLsc/h9l9iYmJgaWmJWbNmoV+/fjA2NsYff/yBTp06AQD++ecfODg44OrVq6hVq1aW+oyKioKent73rZYiIv8jOTkZJ06cgLu7u/h15D8kJSVh6NCh2L9/P+Li4mBkZIQaNWrA0tISGzduxIYNG5CQkICxY8di9OjR3/wi+COgUChw//59ODo6ZjvHnb29PaZNmybk/gC+em7o6enBwsICbm5umDBhAkqVKvXdvlJSUhATE1Nocnoom7i4OHTu3BlnzpxBv3798OHDBxw7dgwaGhro0aMHhg4diho1aqQLC121ahV++eUXODs7486dO9ket3///vDy8sLo0aOxePFiaGhoZOv8OnXqCHlhpk+fjrlz52baVpyXRP7L4sWLMWnSJGhra6NixYpwdHSERCJBSEgIQkJChJxC06ZNS+PdkVe6tHPnTvTr1w8uLi64detWts+/fv06mjVrhujo6DT7W7ZsiZYtW2LDhg0ICQlJc0wqlUJXVxft2rXDtm3b0nlvBAcHo379+vj8+TNUVVXh6OiIxo0bY8WKFTA2NsapU6dQtWrVLMmXlJSEJUuW4MaNG4iIiMDPP/+MXr16Zfs6lU3btm1x7NgxPH/+XAidzQ1eXl7o37//d+dFcU4q/Lx9+xYdOnTAmzdvEBERgaSkJAwaNAhbtmyBlpYWFAoFdu7cia5duxaonEVVlwICAlCvXj1YWVnh+fPnBS3ON1myZAmmTp0KmUyG2NjYb3q6xcXF4ezZs/D19cWtW7fQuHFjzJ8/P9tjNm/eHCRx9uxZYd+6devwyy+/IDExET///DMOHz6MFy9eQE1NDSTx+PFjxMXFwdnZOSeXWWR1SaTgyLKtKB+Mf3nCb7/9Rj8/Pz579owBAQF0c3OjkZERw8PDSZLDhw+npaUlz58/z1u3brF27dqsXbt2tsYQPdxEsov4deT7JCQk0NfXN42XAACOGjWKN27coIWFBYcNG1bQYhY4ytClCxcucO7cuRw0aBDr16/P0qVLp6nqZ2hoyBIlSlAikVAikdDExIRNmjThrFmzOHXqVFasWFHwGrGysqKnp2e2vt4WdiIjI1mnTp00eujs7Mz169dnOu+npKRw9OjRBEB3d3e+f/8+R2P37NmTADhu3Lgcnb9ixQr+/vvvbNSoEWvWrPnNtuK8JPJfNm/eTIlEkqF3pEKhYHh4OAMCAvj58+c0x/JKlwwMDKipqZkjj5mLFy8Kv99Vq1bxzp077NixI/fu3ZumXWrlwyZNmhAAd+3aleb44sWL2aBBA+rr6wv9SSQSduzYkQ4ODkJFxdTNzc2NXbp04dixY7lv3z4eP36cwcHBQn+xsbHcsGEDtbW1hXk0tU8A1NHRoZOTE5cuXZqDO6YcLl++TAAcOXKkUvqrX78+AbBjx47pKk3+G3FOKvx4eHgQ+Fq11M7OjsuXLxeO7d27l+rq6gTA6tWr88iRI9/8e+clRVWX9PX1qaKiwufPn6c7duHCBc6YMaNQvX8uWLBAmGP/y4MHD9iwYcN03soAWLVq1WyNo1AoOHXqVALgzp070xw7dOgQATAkJIRaWlqcNWtWrq7pvxRVXRIpOLJqKyqyBrdu3brR3NycampqtLCwYLdu3RgaGiocj4+P58iRI2lgYEAtLS126NAh2+WdRYObSHYRJ+usU6FCBQKgh4cHO3ToQCMjI6qrq/Onn36inZ1dQYtX4OSlLl28eJE//fQTDQ0NaWVlxaZNm7J+/fo0NDQUXgYBUCaTsVq1amzRooVgqJPJZGzevDnv3bundLnyk9evX9PJyUm4VlNTU54/f/67ZeWfPXtGAPz1119zXILex8eHEomENjY2/I4c9QABAABJREFUDAgISHc8JSWFHz9+ZFhYWLoxPnz4QC8vL8HQt2fPHgLgrVu3Mh1PnJdE/sulS5cIgA4ODhw5ciT379/PiIiI756XF7okl8sJgHXq1OGdO3fo7OzMRo0acfv27Zka+OVyOU+dOsUpU6YIL2f9+vX77liLFi1K87s3MTFhlSpVaGhoKOwzMjKis7Mz+/Tpk2aek8vlPHHiBAcOHPjNUH5LS8s0HzY0NTWF9U4ikfDYsWOcMGECzczMqKqqSgB0cXFR1u38LosXL6aFhQVLlChBmUxGANy2bZtS+o6OjmalSpUIgLa2tuzRowc7d+6cbr0Q56TCz/jx4wmAT58+zfB4dHQ03dzcBD2XSqW0trbmkCFD8vW9qSjqklwup6qqKjU1NVmmTBkaGRmxatWq7NmzJ62trdMY511cXNK83xakzGpqatTQ0KCTk5OwlS1bVpDX1taWnTt35qpVq4RQ1AcPHmR5DIVCwXHjxhFAhh8ibty4QQDCHPzixQtlXmKR1CWRgqXYG9zyA9HgJpJdxMk661y4cEHIQUV+fXgzMzMTFu4f/XdXULqUnJxMf39/Xr58Oc0Xa7lczrVr19LGxkb4G1lYWNDT07PAvmznlMuXLwt5aFK369ev88aNG9y1a9c3r0ehUNDKyoo///xzjse/detWmrElEgnV1NSopaVFLS2tNMdKlSrFnj17cv/+/bxy5YrwEOvg4EDyq3GuXLly7NmzZ6bjifOSyH+Ry+Xct28fBw8ezHLlygn61rZtW759+zbT85SpSzdu3KC2tnYaj7LMNiMjIyEXm5qaWhqPsdTte3nI4uPj0+R069atG3V1dammpkZTU1PWq1ePkZGR3+xj1KhRwoeH8uXLMyQkhA8ePODGjRu5du1atmnThjKZjFZWVuzZsyfnz58v9PngwQOqqqpSQ0NDMG7K5XLq6elRJpPx5s2bub6n3yPVo1dTU5O2trZ0cXHhqFGjlD7OgAED0vxt1NTU0nj/iXNS4eD27du8ePFihobtHj16EABjY2O/2UdERATnz5/PGjVqUFNTU1i38ssbvqjq0uLFiymRSFiiRAmampoKxncVFRV26tSJ+/fvp4uLi7Dvvx65BcHEiROpqamZZtPS0mLTpk356NEjoV3qR5AOHTpkuW+5XM7hw4cTANeuXZthm7t37xIAFy9eTDU1NXbt2pUpKSm5vq5UiqouiRQcosFNCYgGN5HsIk7WWUehULBixYrs0aOHsG/r1q3CA/rr168LULqCpzDr0tOnT9mpUyfBi0NNTY0dO3bMMDSisLFx48bvvtybm5t/M1R05MiRLFu2LBUKBWNiYrJkcAwLC+O7d++EfwcEBNDLy4tbt24VXtZXrlzJFStWcOvWrTxw4AAPHjyYLvF7nTp1aGVlxRYtWpAko6KiaGBgwLFjx2Y6dmHWJZHCwcuXL7llyxaampqyZMmSPHToUIbtlKVLiYmJLF++vKDX1atX58SJEzlhwgT6+voyNjaW8+fPT/fbrF+/Pm1tbamnp0czMzNWrVqVa9eupaWl5XcTesfHx1Mmk9HQ0JCJiYnZlvnatWuUSCS0tLTM8UeGffv2Efgazp/6bDl48GBKJBLq6urmqM/vkZiYyKNHj3LVqlVUU1NLExr7/PFj8vp18uRJ8s4d8jvFW7JDcnIy5XI5fX19KZVKqaGhIUSa/FuPUlJSeObMGfr6+n63eIyI8oiNjU1juNbS0qKNjQ1btmzJ9u3bE0COdDLV2OLq6poHUqenOK1v0dHR6eamy5cvCx/iBg0aVECSZZ3NmzcLH2S/V9AplZSUFPbv358SiYRbt27NtN2xY8eE94NDhw5RRUWFAwYMUNpH3+KkSyL5g2hwUwKiwU0ku4iTdfZYuHAhNTQ0hCpEKSkp7NGjB7ds2VLAkhU8RUGX5HI5ly9fLnhdAaCvr29Bi5UpqSEy/95UVFS4YMEC1q9fn+PHj+eQIUMIgOPHj8+0n5MnTxIAe/fuTQBs0aLFN8NLX7x4wVKlSrFjx47Zkvf48eNpZJ04cSLj4uKopaXF1q1b89atW5w6dSpVVVX58uXLTPspCrokUjiIiIhg+/btKZVKuWfPnnTHlaFLERERQginm5tbpi9Ljx49Spc3LTVv1L83BwcHTpkyRaji+28ePHjARYsWcebMmUJYZ+/evbMt8/v374VcbJmF2GWVxYsXC6GnqYwYMYIA2LlzZ5Jf59aXL1/Sz8+Pe/fuZVxcXJb7f/78Oc+fP89Dhw7R09NTmJ9Tw0f/vd3X0yOB/98MDcmePcl/eaMpg1Tj6caNG0l+1aO1a9dy4sSJtLCwEOTR1tamm5sbmzZtypo1a7J58+aiES6P+PXXXwmA/fv3F1J5pFbtBb7mbc1KmHlGtGvXjgC4evVqJUudnuK0vr1584ZTp05lz5492ahRIzo6OrJMmTKsUKECJRIJVVRUClrE71KxYkXKZLIsG9tIcv369ZRIJNy9e/d326moqDAlJYXe3t708PCgRCKhh4dHbsUmWbx0SSR/EA1uSkA0uIlkF3Gyzh7Xr18nAAYGBha0KIWOoqZLt2/fFh7US5QoQR8fn4IWKR27du1izZo16eXlRQMDA0qlUl6+fDlNmzdv3hAAx4wZk2k/KSkptLKySpOnqXLlyuzfvz/HjRvHnj17skOHDoyIiGBkZKTwol+9evVsyfvlyxeuWLGCS5cu5YULF4Sxu3btKoTuAN9PeF7UdEmkYJHL5ezbty+lUin//PPPNMeUoUsTJ04U5onMvNJiY2NZt25dNmvWjNWqVRM8cfT19WlpaSkY1xo2bJgm72SqUc7MzCyNIeffm1Qq5ahRo7Ic8vb06VMaGxsTAL29vXN83f8mNfdVSEgIzc3N03y0WLduHRs0aJBG5kWLFn0ztE+hUPDMmTNs3bp1umvt2bMnFy1a9PXfEgkHlinD/QA//tvQ9t/NwYE8fZoMCCBz4A34X1LzMllaWrJNmzbC30ZPT48jR47kzZs3ee/ePS5YsIDt2rVj165dhZDGs2fP5np8kfSULFmSJUqUSLdfLpfnOmdYqr4p6/fyLYrD+nb79m3hOeHfv10NDQ0aGBgIzxrOzs4FLeo3SU5OplQqZbVq1bJ8TlJSEq2srNi9e/fvtvXy8iIAwYuyZMmStLS0zFbo6vdkKeq6JJK/iAY3JSAa3ESyizhZZ48PHz4QAA8cOFDQohQ6iqIuTZkyJc1Lb4MGDbL1lTO/ePToEQGwdevW6Y5lxeBGkp6enpRKpek8cP69hYSEsH79+ixZsiQHDhxIVVVVTps2LUeVGP9LfHw8r1y5wrt37343nKIo6pJIwZKSksKePXtSRUUlTXipMnTp3/OETCbj33//TfKrJ6iLiwvt7Ozo7Oyc5rckkUg4ePDgDPuTy+W8efMmZ8+eLXjAGRsbU0dHh82bN+eZM2cEg5lUKhWMd9ra2ly1apVgeIuNjaWHhwdtbW2ppaVFHR2dNF5h8+fPz/E1/5dWrVoRALt27Zpu3qhcuTKlUil37tzJhw8fCvdCIpHQ2tqarVu35u+//55mHtm/fz8BsEqVKty2bRtDQ0MZHh4uhKclJiZy6KBBBMCl3zK0ZbRZW5OrV5O5CNt6/vy5kFzdwcGBv/32G6dMmfLN52uFQkFTU1NOnTo1x+OKZIyvry8BcMiQIXnSf4UKFSiTyfIlv2tRX9+OHz9OFRUVSiQSNmzYkBcuXMgw5L0oVIjfsGEDgYwrmWZEfHw8u3fvTqlUKqwD3+Kff/4R5smxY8eyRYsWBMBevXrlVnSSRV+XRPIf0eCmBESDm0h2ESfr7KFQKKirq8tFixYVtCiFjqKsS6tWrRIeiho1alToiirUqlWLANIk8U4l1eA2evTob/aRmJjIBQsWCEUktLW1BeOblpYWbW1tqa+vTw0NDV65coUxMTGsXbt2jkPackNR1iWRgiM5OZmNGjVK45mpDF2KjY3lvn376OPjI8wTRkZG6TzVqlSpQrlcztu3b3/Xu+vUqVOcN28eAVBNJmNKSgpPnDjB5ORkwbhVu3Zt4aV19erVgpeoRCKhsbGxML6qqirt7Oyop6cnGOmU/VHIxsaGampqlEgkNDAwYGxsLL98+cLVq1cTAKdNm5bmfl27do3btm3jmDFjhPvTpEkToc2BAwcIgOHh4RmOFx4eTqcKFWimqspH2TW4pW6GhuSYMeTmzVm+zps3b3LNmjUcOnQoga9J1BUKRZb0KCUlhZqamhlWK8wKcrn8u0Uwij23bpHNmn39202ZQv4vwbyrqyslEkme3J/ExERKJBLWqFFD6X1nRFFd365du8YBAwZQIpFQXV2dN27cKGiRckVsbCy1tLSopqaWpQ+tERERrFOnDjU0NLI8v6YWrerSpQvlcjlTUlK4bNkynjt3Lrfikyy6uiRScGTVViSDiIiISAEhkUhgbW2NZ8+eFbQoIkpk9OjRcHBwQOvWreHn5wdtbW2MGjUKS5YsKTCZEhIS8Oeff2Ljxo24du0amjdvDkdHx3Tt9PX1IZVKsWHDBrRv3x5NmjSBQqFAeHg4YmJikJSUhOTkZCQnJ6Nt27aYNGkSLl26hK1bt+L2/7F33uFRFG8c/+5ey6X3QCih9947SBcREFEERHoVRFCqSBEEwYD8UBEFKYIUUQRBBASRIr13EJEqvabncvf9/TF7l7vkktyFSwLhPs8zT3K7s7Ozs7Ozs++85dAhBAQEoECBAggLC0NoaCiaNm2KqKgoNG7cGPv370fz5s0xevToHGgBN26cQ61WIyQkBCqV6skLu3EDyJsXAODp6YnXX38dsbGxlt0qlQqVK1fG3LlzUbJkSXh4eECr1QIAqlSpkmaxq1euxNgxY3Dm4kV4yzIAIDEpCWq1mN7KsgyTyQSNRoNFixZBrVYjKSkJnTt3Rv/+/fG///0P69evx8mTJxEUFIS7d++iS5cuWLhwIQDgiy++wODBg/Hhhx+iSpUqKFy48JO3BYAGDRpg0aJFAICQkBCULVsWVapUwerVq/HOO+9g0qRJlryenp6oWbMm4uLi0LNnTwBAcHAw3nrrLUue0qVLAwBq1qyJxo0b49GjR7hw4QKGDh0KSZLw6aef4s7ff+PPpCQUz2yl790DZs8W///7L/D220B4eJrZ58yZg7fffhsajQYlS5bEp59+ij59+kCSJLv5//nnHxw+fBjHjx+Hr68vAgMDERcXh4oVKzpUvejoaKxcuRK//PILDh48iJs3b8JkMiEiIgLTpk1Dx44dnb7kZ45794CEBODPP4GPPwZOn7bsSpw6FRvnzcPsiAjsP3QIlSpVQmBgoMurkJSUBAC4dOkSTp48iTJlykBWns3nmcTERIwdOxbr1q3DP//8A4PBAAAICgrCvn37ULRo0RyuoeOYTCYsWbIESUlJaNSoEYoWLYpWrVohNjYWixcvhoeHR7rHnz9/Hq1atcLjx4+xbds21KpVK+3Mjx4Bc+YAe/fi4OXLkG7fRs+LFyG/9hoQFIShYWFiPNq3D6heHXD3NTdPI9kkAHwmcWu4uXEW9+qI8xQpUoTDhw/P6Wo8deSGvmQOqhAQEGAxsXQlBoOBM2bMYO/evdmrVy/26NGD3bt3Z7du3VIlDw8Pi2ZI1apV0zXP2LJlCzUaDSVJYnh4uF1n4+ZkL5ru9evXuWjRInbp0oVhYWEERMQ2V63COktu6Etucob69evbmOtkui/t3JlqU1RUFH19fZ9obKiUPz/LAdwB0ATQyyrqojnlz5/fYsZqHZVRpVIxT548LF++PEuXLs1mzZpZ6mPtW87an5qjplIZcffuXQYHB9v4awKEA/u0ArD0UkxCoZiipvRt9scff1i08lKm8j4+PJVZzbb0UsWK5OzZ5IMHNnVZsGABAXDIkCF2+0rKfvTTTz9Z6ponTx6L836VSpWu4/4lS5awdu3aqa7bz8+PtWvXZvPmzS3jd1BQECMjI586jWuXMGMGGRZmc2+2ABwAsDJA3xT9oZRazQv/+1+WVWfy5Mk259Pr9cyXLx8rVarEF198kQMGDODGjRtdcq6n6f02duxYli5dmm3btmVkZCQvXbpEo9HIMWPGWMzdtVoty5cvz/fff9/lc6KsJiYmhh07dkwVvMasHdyoUaMMy9i+fTsDAgJYqlSpjAPQxMWR9eqRwcFksWLsGhpKAFQDXGRvPCpUiPzuu0xf39PUl9w8G7hNSl2AW+Dmxlncg7VzGAwGqlQqfvXVVzldlaeO3NSXdu3aRQAu9cUTGRlJjUaTpiDMXmrUqJHDJjTr16+nJEmsWLEi58yZwx9//JHdunWznLNZs2b8888/SQozhz/++INDhgxhmTJlLBPQKlWqcOTIkdy2bVu6UUyzmtzUl9xkL8WLF7eJ2JupvhQXR77wAjlgAGkloN64cSMBsE2bNuSpU+ShQ2SNGsJkcd8+YQrXowc5dy5565bdouvVqsXXrCJtdlGci9f08mI7RaB14cIFi5N+s5+kXr16sUaNGgwMDKSHh4dNEBIAPHHihM15jh07ZhHQHTt2jH369OH27dudakt7zJkzx1IvlUrFI0eOpJk3MTGR27dv59ixY6nVavniiy+SJP/++28OGTLEIizUaDQsU6YM+/Xrx/79+hEAm3h48JgilHS50M38oauMrcuXLKEsy+zXr1+a415iYiJXr17No0eP8tq1a5w2bRq9vLx4S7nPRqOR//77r12zf2vMZrnh4eFs06YN58+fn8pHZlxcHAcNGmRZdPH09OTQoUPt+sl6JomNJUeMsLkfP1r1ZTXAAgBfAvgZwOtmQWmKgEGuZvv27RwxYgRffPFFlixZ0sb5vzkVKlToiSObPy3vN/OznNKvq1kY5e/vzwULFuRoHZ8Uc/CTkJAQTp06lStWrOC7777LJk2asFmzZuma/pPk0qVLqdVq+cILL/D+/fvpn8xgIF9+2dKnHwPUyzInAOyttOnHaY1pPXtazKed4WnpS26eHdwCNxfgFri5cRb3YO0cFy9eJACXrXTmJnJTXzIajVSpVE5H6bTHnTt3WKFCBcsE9ssvv+SjR48YExPDuLg4JiQk0GAw0Gg0pkoZYTAYuGnTJkukv/DwcK5cuZKXL19mREQEAbBdu3bct28fSfLBgwecOXMmS5QoQUBE4OvVqxdXrFiRrlZGdpOb+pKb7MXb25uRkZGW3+n2pdhY8sgR8uFDcvlyIUB7/Jh86SVbB/zvvku+/z6Na9ZQo9GwaNGiNH72GfnBB6RazTMAvwC4vUEDmi5dIqdPJ/PmJevWJWfNEoICxUeQl4cHB1t9aMUCnATwekgI/8ubl/46HYODg9myZUuatVvTYs+ePZaPZHuBTd54441UQvwnpUePHgTAGTNmpOl/LSWXLl0iAJYtW5YvvvgiJUliUFAQR48ezVOnTqW6N5s3b2aB8HACYEm9nmMBnskKoZtKRfr6Mo9Wy4iIiHTHm8TERH7wwQc2bZk/f36n20+j0Tj8XjEajZwyZQr9/f2FIEqt5vjx450+ZyoePSJzSHuZJPn226nuxSOAKoDh6d2vcuVyrMrXr19np06dLJqdJUqU4JgxY3jo0CGny3oa3m/Xr1+nLMv09fVlTEwMExISuG7dOvbv3581a9bk5MmTc4Vm5d69ewlk7OM2JSaTiRMnTqRZi9chYXePHjb9dbMyTpxRhGwTlMXPFgB/TyF42wvw+w4dnL6+p6EvuXm2cAvcXIBb4ObGWdyDtXP8/vvvBMC///47p6vy1JHb+lKBAgXo7e39RGUsXrzYomHWvn17l0Ttio+P5+bNm9mvXz+LiVe5cuW4aNEiy6Rw+/btBMDNmzeTFJPHVatWMTQ0lBqNhh07duSff/6Zo1ps6ZHb+pKb7CEqKooAuHTpUsu2dPvS48dk/frJDvaPHCEbNEj7g79jR75QrZrQCpFlThk4kIOU37LycVXay4tTS5XigXbthOli1apC66FYMXLGDL7Xqxc9AK61p+ng4cExijn7O/Xrs32TJgTAXr16pXnN5kiabdu2tbv/0KFDlsh4Zk24q1evplne5cuXOWzYMNaqVYuBgYFUqVQsX768xUF6iRIl+Pbbbzt0P8yYTCYuX76czZo1Y61atbhw4cIMnZTHx8dz/fr17Na1K/19fKiSJI5RqxmfBYK31SoVVZLEHh06pClkSExMZGRkpKUdO3ToYBlfnUGr1bJKlSpOH7do0SIGBQURAPv37+/08ak4cYLs1488flwInrOTkSPt3oe3lLZdmda9kiSya1fyvfdEMIzt28kffyR/+YVcupQcN448f95+dNr9+8n27cmWLYVAfOtW8vvvxRjgBPfu3WPbtm1tTL1XrVrlVBlPw/vtwYMH1Gq11Gq1Fi3N3Iper2dERITD+RMSEvjWW28RACdPnuzYPGncuFT9dbIk0U+lotFq248AKyqaq8VVKg4C2EzpRxLsL5ykx9PQl9w8W7gFbi7ALXBz4yzuwdo5vv76a8qynHtMO1xIbutLr776KgHwQQpfPym5d+8eJ0+ezBEjRnD48OGWNHjwYEqSRL1ez19//fWJ67Ny5Uq+9NJL9PT0JABGRERw+PDhPHjwYKoJ4cGDBwmAy5Yt48mTJ/nKK6/QrO1mz4fb00Zu60tu7JOYmMj58+ezW7dunDhxIpctW8aDBw/y3LlzPHv2LM+cOcPTp087NKcxmUx8++23qVKpbMz60u1Lt26RjRolmxgWKJChcCbBw4NdrKKTqiWJswHGAPwD4GsAPZV9GwBSpxNlv/022aMHo9VqNlM+uOrJMvekKP+Rry+reXtTK0lcrlKxhOLrq1GVKnbNnwwGA/V6PT09PdNsmzVr1thoZpnNOPPly8fixYuzXLlyrFq1KitVqmQxJ5Nl2eIvztrEDAC/ewKfQ5khPj6eH330ETUaDct5ePAAwAcuFrotVT543+na1W4dzP3ojz/+YL169RgQEJCpubZOp2PFihUz1Q4JCQksXrw4AbBTp068dOkSV6xYwVGjRrFz585s3bq1JUpv2bJl2aRJk7SFKX/9RarV4vrDwoR2jnkhMTPzG4OBzMjkjiTPnUt+5lKkGIAagHme9H6qVKS/P1mrFvnRR+I5797dfl4/P3LRIhvTcQtJScKXY/XqwqS1Z0/y6FGSQvtw//79VKvVzJcvn1NN9bS837788kvLvCA3ExISwtDQUIfyRkdHs0WLFtRqtVy2bJljJ1i0yG7faqtWs6mvb6rtJuVd0RtgqEbD0p6efC9vXgLgLifNpp+WvuTm2cEtcHMBboGbG2dxD9bO0a5dO1aqVEn8+PhjMgP/D88Tua0vjR07lgC4du3aNPOYJ6xpJa1Wy/Pnzz9xXRYuXEgArF+/PqdPn87jx4+nu+p6/fp1m8AJYWFhXLVq1VOr0ZaS3NaX3NiSlJTE7777jkWLFiUAVq5cmaGKc+m0Unh4OJs0acLWrVuzXr16rFSpEqtVq8Y6deqwYcOGFl+Ec+bMsTlXhn2pXTvLh9B1vZ4/lijB93x82F+W+akkcTXA4wCjARoBzpVl+sgy1QBrAtxp50MrEWBZtZpdJcl2X+3aZEgITd26cSPAihoNVQAPpzg+AeBbil+lxr6+9Fa0aXQaDff+/rvF18/SpUstGrSFCxcmKQQBa9assZkHxsTEWDRyGjRowN69e7NixYoMCAigt7c3PTw8qNFoqFarWb58ee7evdumia5evcrq1atbBHUXLlxwYW9wnGPHjrFyxYqWPqECmA9gHYBvABwLcBnAG5kU1IyBEDQm2fGlZN2Prl27Rp1Ox8mTJzt9DR4eHixfvnym28BgMLBSpUppPieyLFOj0Vh8/KlUKo4aNSq15l5cXGoBs0olzKBDQshvv3W4TpcvX+aEHj14TK0W2mv2uHOH/PNPcts28o8/yMBAu/dggHIdC55U6GadXniB9PBIP48sC2f3S5aI+m7aRBYvnjqfXi/8NyqYNaF+/PFHh9srp99vUVFRrF27tqXPvPPOOzlSj+xCp9NZnrnz58/zypUrqfKYTCbu3LmT1atXp7e3t+MBo3bsILVaEmCS0m/HARwK0F+l4pgM+qZZ+y0mf36xeDN2rFPXltN9yc2zh1vg5gLcAjc3zuIerB3nypUrlGVZfNBduCBesitX5nS1nhpyW18KCgqiTqdL1wx0w4YNBMCSJUvy/PnzvHDhAi9evGhJGZlNOcKWLVuoVqvZp08fpwRmd+/e5aFDh7hx48aMnf0+ZeS2vuQmmX379rFUqVI0m0EeVTRGSGHmtH//fm7fvp07duzgzp07uWPHDi5dupQffPAB27dvzzZt2vCtt97igAED2KdPH3bv3p1dunRhNcW0s2DBgpw0aRKvX79OMp2+dO0aWbMmqdPxfY2GEVZR7AoCrKBW08tKkw0A/RShVU+Ad+18PB0G+Kvy/1iAAWo1E9P62GrViokAy0kSa2k0NmZHhNCCWAiwqVZLlVU9tACX9O3LA/v2CSGcVb1DQkJYrFgxmoX91sLHzz//nAAc1vSwJjExkYULF2alSpXsfqxmJ4mJiRzQv3+aAidzygdwBIRvMGcEbvnDw9M8r3U/Gjx4MH18fPjuu+/y999/d1jrXa/Xs2zZsk/UBkajkaNGjeI777zD+fPn88SJE3ZNYbdt28aQkBDLfU9lSnzjhvA1mFabvPWWbX47gsj69evbtLuXSsUX/Pw4t1499ilViq9WqcJOJUvyLYC9AA4EOB7g1xAaoKcBGpTznQfYXCmniLNCtYzS2LHCdPbePaHxtns3+dVX5MCBZKdOQsOvd2+yc2exkBodTX75pTBdfeEFkerUIT09hWZg797k6tWMioqiRqOhRqPhgQMHHLp/Ofl+27lzpyWibr169VyyIPi0cf78eU6cOJExMTFcvHix5Vp79+5t8Vu3Zs0akuJefP/995b3R6lSpRy+j7x0SQinlT72mdJ382u1LK3Xs7avb6rFFHNKAjgXYDeAlSA0OwFwTEiIU9fqniu5cRa3wM0FuAVubpzFPVg7zqRJk+jt7c3H9++TffqIF2fnzsKUwk2u6ktmc9Lhw4fb3W80Grl06VKWL1/eInDLKooWLcomTZq4xP/bs0Ju6ktubDELfkaMGGE/Q1ISeeWK+HvggDDh2rRJaMf8+it5+rT40LEzz+nduzdlK+GUl5cXq1evziZNmtDPz48lS5bk4sWLReY7d8jSpflIyfsahH+d6ymEXjcB/iVJXKxScaIkcYedjycTwLchTBJ1ksRElYrHwsIIgF18fVP7HdNqyVdfJWfP5g5FE2k8kEroRr2e9PHhneBgjlHKS5kubN/OS5cuWSJ+moVw5giXpUqV4s2bN+nn50dJkjhv3jyn79k333xDSZJSRULNSdavX8+OHTsyLDSUepWKMyWJRyA0TF4CqLdqo9LK/S0P4SdsrZWQxzpNAqhRqfj777+nOl/KMen+/fvs37+/JZqsj48Pf/rppwzr7enpyVKlStndd+zYMZYpU4YNGzZMpWWYWYxGI9955x0CaTiOP3tWmD2nIRhIqF+ftUNDqVc0KXUAi6nVfCNPHs5t3pwAWCI8nGv79GG/+vVZQPEz50zSQwiqSyi/I5Rn8YmFbGaTWUD4qnMFd+6Qn39OfvaZpczt27dTpVJRpVIxb968DA0NZVBQECMiIli9enW2b9+e77//PufPn8/9+/dz/fr17NGjB/v06cOXXnqJffr04fz583np0iXX1FHBYDDw3r173LJlC1955RUGKP4h1Wo1Fy1a5NJzPS0kJCRYTN9TpqCgIM6cOdPiYiM8PJw+Pj4ERBT3DRs2OB4oIi6OrFzZ0r/+hXAlMDg0VAhlAd6DEMJdsfO+GKjRUAZY3cuLvYOD+bmfH3cCTFQiOTuKe67kxlncAjcX4Ba4uXEW92DtOP/73/+o0Wh4o3r15Jenr69Y+XSTa/rS9OnTCdhGB7x37x7nz5/P3r17s3bt2paPWVmWWbNmTRufUa7Gx8eHM2bMyLLyn0ZyS19ykxqTycSOHTsyKCiIJ06c4OzZs4XPqD59yGnThFNzSRLCpvQ+pv39yQ4dhAbKu++K4Af169NYuTI3NGzIzg0aMCJPHosppaenJ1WKmaZZ6BHi50ed8jG29wk+7N9XyuirjAtHAVKWuVKSqANY18vLRpBHgBw0iJw3j1y/nhMUv4wtIQR8aZ3nNMCeVs7aAfBgiRKMsBLGSZLEixcv8ubNm5ZtRYoUIYBMa1a99NJLrFChgot7gmuIiopif0Xj7WSK9loLsKpVW2ms/vdUPohthEsAW2o09NLrLZGdzaQ1JplMJh49epRNmjRh4cKFaTAYuGXLFr7//vvs2LFjqiiWXl5eLFGiRKrreP/99ylJksVfnlljcfjw4U8cLfLAgQMEkHaE0/z57fY3I8C25j4EsA3Askj2UWhO61IcFwNwPsCzKcqKA3gH4BGAawB+DvBdCK1NQAis5Sd4DqnVkqVKicjAGzYIn3J37wqNtixm69atDA8PZ0hICPPmzct8+fLR39/fYvLtaAoKCuKoUaMc1o5/9OgR582bx1deeYURERE2riRSpuDgYHbs2JGXL1/O4tbIfk6fPs0BAwYwT548NC+CWl/7qFGjLP54TSYTFy9ezPHjx3PKlCk8nhlhbAqfgCMABqpUfJwvH9mwIenjw0FKXVQAO0qSxV/nNEXINy9l/1WpRHAPJ3DPldw4i1vg5gLcAjc3zuIerB3n/v371Ht4cJK3t+1LMm9e8ubNnK5ejpMb+lJcXBzVajX9/PyYkJDA8+fPs1GjRjYfQSqVivny5eP48eNdYjKaEWXLlmW9evVYqFAh9u/f/5nxw/Yk5Ia+5CZthg4davMx9FlkJKP27uWsokU5H5n3wZUqlSnD+IoVOWvWLMZ37cqEkSP54ahRDAsIoF6tZh4PDxZV6nDU3z/T5ykgy+yjVvOuUtZSCIEbAe5RqZgXYJAsc62Xl+2xZq29Zs24sVw5hmo0DAM4C8LcaCXsaL0BjAL4HsAiVh/X5SMiWFbRljML3ux9dG/cuDHD+7N//36LUNTsEwxAsnagEyQkJPCvv/7i1KlTLWbAPXv2ZLdu3fjmm28yMjKSd+7cyUw3sjlHoL8/R6b0maek3UjWXLwOYe4LgP4QZqRXrfJGA6ytVjMoIICnT5+2nCO9MclkMlmixdpLERERvHHjBknS29ubxYoVIylMqAcMGGDRTsybNy9Pnz7N69evs1u3bhbTv379+j1R+6xatYoAWKJECYspnQ1Fi9q01wOA7QCqra5hQIo2faAIDCa44Dn9BaAHkoWiqfKo1SK4QcuW5IwZ5Pr1wjz01i3y8mVy1y6hqWfH5PVpwGg08vz581y5ciUnTJjAyMhITpgwwRLA6MaNG1y6dCm7du1quecqlYqNGzfmjBkz+Nlnn/Gzzz7jggULLMLXJUuWsECBAjb9zNvbm5UrV+Yrr7zCTp06sXv37hwwYADHjx9vMbHPTSQkJLBZs2aWQFIAqNfr2bZtW9apU8ey7dNPP3XtiefPTyXo/cTXl36yTFPlymTx4rweFEQdwFEAZwMspoyhFZRFn7Ep+7gkkSn8jzqCe67kxlncAjcX4Ba4uXEW92DtBDdv8mWdji3tTeq3bMnp2uU4uaEvPXjwwDLZNTt0B8Dy5ctz8eLFaUd8yyKMRiM3btxoM6m+ePFittYhJ8gNfclN2rzxxhsEwJdeesni3N066SC0ZJ70Q54AE/V60Zc8PYUGTJ48NoKrHso5j1qbnzmZ3pIkltLp+K1S1rkU++9AaAcBYO/g4GT/bwsWJJvPmky8WbAgWylacub0bjrmftEAfZV8ozUaEqC3IoQrUaIEp02bxlOKg/cflyyhJEmsUqWK5T48ePCAX3/9tc2cccaMGZZz+/n5sXbt2hbNmcqVKzM2Ntahe7xjxw62aNHCcn+9vb0tgS5q1qzJunXrsm7dutRqtdRqtezSpQt37tyZ6QWF6tWrs7ynJ2cDnAzwYgb37MMUfa4Gks1Mz5n7oVWAiPTGpISEhFR9GACHDBlicU8QEhLCmJgY+vr6skiRIiSF8A0AAwICOGLECLuabBqNxkbbOjMcOnSIWq2WAJgnTx4yKkoIe9u3J1essAiH45TnQZXiOiQIrTRXPI/mdB1ge4DeVufJD3CtpydZqZLQAB09mly3LtcFp8ro/bZ06dJUGlrmFBoaamMa2rp1ay5atIhRUVHZfBXZT1xcHIsUKUK9Xs8FCxbw4sWLBITrgD59+vDYsWN89OgRy5cvz/DwcP7xxx/csWOHaxcpT560q329Srk/P8syNwQGsktoKP0BPlT2GyE0QZvLMt/28KDJ+vjq1cnt2zNVHfdcyY2zuAVuLsAtcHPjLO7B2gneeotdAda3E+abwcEi8tZzTG7pS4sXL2aePHno4eHBhg0b8uzZs1l+TpPJxJMnT3LdunWcP38+x44dy6ZNm1pWu83Jy8vric2LngVyS19yY59PP/2UKpWKN27c4Pbt29m0aVM2DQnhDAin6oDwteVSgZvVR1IUwN8BFtPp6CnL/CYNzShH0x9Wz2gLlcpuHhOE1povRDCFSK2WOwD+A5Bdu5LLlpEvvmi3zB8gzB3tlRuj5HlfiZQnAwz29rZpb6PRyFvKR7pWo2HdunUtZqbmBYZXX32V/fr1Y/78+S3bBwwYYClj3rx5NAvhevTowe3bt/PMmTO8deuWzXN68uRJtm7dmoCIPhsZGcn9+/en6YPy9u3bnD59umWBo2zZsvzkk0945MiRDMc6k8nEzZs3s0WLFnaFEy/4+fFqzZo0linDi+HhXAWhuRUGEdW0f4r8BQGuQLLpaSDA/CEh/OeffzIckxo0aEBrbbTBgwdTr9fzhx9+4LRp0wiABQoUsJg1169fnyqVil5eXuleozl4z9SpUzlx4kQOGzaMEydOzJRPz4YNG1ICeDUkhFGKEICzZpEAtwMW8+r8ECZyZmHbIghBXAGAHQHeeoJnxQhhauqjlB8KcEC1arz+66/PjaWAo++369evc+vWrZY0bNgwyrJMT09PDh061OFAHbkBg8FgGbPMwmNzKlq0qCXf0qVLCSBr/E0aDDZ+2yxJlnnWzvhTWZJ4Pr3noXJl8rffnqhK7rmSG2dxC9xcgFvg5sZZ3IO1gxw9SkoSewCsrjhETZV8fUXkq+cUd19ynujoaJYtW9bux2LrVq34ySef8Nu5c/nd55/z78OHabp7N6ernC3k6r507Zrw3fXee2TPnmTr1mSZMkLzKiSELFSIrFWL7NKFnDqV/P13oZGSi7h//z59fX05YcIE8q+/yCVLSJWKVxWBEeAaUzVrgdsarZatJIkRVj6VqgPpfxA5kFbLMheqVGyqlNk+IMBWeyFFugmwtyLIMNejr68vkwCycGEbwcR3AOspGm9hKhXHAryWorzTShnbld8hED6xZjZqxMmTJ7NEiRI244oMUCVJ1Gm1bFiiBId07Wp3/AHACxcuMC4ujlOmTGHPnj1ZWQkSYy/5+PiwYMGClGWZRYoU4fLly51aHDAajdy8eTNfffVVi4lYSEgIO3fuzMmTJ7Nv375s8sILLF6kCKtWrco2bdqwXLly4sPW15fTAS6BiHy5QfnYTauu9tJLKdpoM4QWVlFFsy86OjrdMenIkSMEwB49epAkY2Nj2blzZwLgxx9/zAEDBticT6VSUa1WM3/+/Om2y6xZsyxCupSLL05pNd25w9kvvJCqHE+VivcABkNoti2GMBddAiFwtM5rNvuUANYGeMLBZ2QzQD+k1pybFxEhNNieM3L1+y0DYmJiuGrVKt50Qri6ePFiBgcHExCBP2JiYjhmzBj26tWLr732Gn/88UdL3pUrVxIAHz586PrKR0am28+XW43rwWo1vVUq9k0r/7vvusQE+nnuS24yh1vg5gLcAjc3zuIerB3kjTdIiChn3VP6cLNOzZuTjx8Lx6fPga8ta9x9yTl27dqV7gdglkwYnxFyZV/aulWYSjn4kWqTVCqydGmyXTty1Chy0SIxxjzD7VO+fHmhQXXrlhgru3XjGqXvz8hMG6WREvV6/vjjjyyrUrGEWs0REBo7+wEh5HqClARQqwh28ms07KbU/zMPjwyPfShJPA3hOF4GWFav5yhJSh1cQRFsvA3QR5bpKUn8BMkabxuUc15Wfi9JMY5IksRmNWuyY926lsiPZwG28PCgf4oADNapaenSPLpiBSuUL0+dLLOWVsumANvodAyUZTYJCeGOUaO4du5cLly4kDNmzOAHH3zAr7/++ok1b+Lj4/nHH39wdP78rObtzUCtllV0OnYAOEyS2CcggK3CwviaSsVtQJoCzv3ly1s+gIfmz895Oh27W11jO4BVIIRtBoCHIExNf7Uq4xBAjSyzT58+nDlzJuPj49Ost1nzpmTJkuzduzcrVapEACxTpgxNJlOmfX4+evSIGzdu5P79+3nx4kWLxlz37t0dK+DyZbJKFRohzG3fAdgHYAelHcxmnVWRHMDAnEIh/FAdUNpjm1WeAmm0+24IP4Q7IcxUAyCEbXUAvgpwKMCtr7zy1Ppcy2py5fstAy5dusQhQ4ZYIoiWKFEiQ79yixYtYkhICAFQo9FwzJgx6eb/5ptvmD9/fqpUKt6/f9+V1Sf/+4/08Ul7PAdYQJLYxN+ft0qXJmvX5of58tEbQqPaJn/p0i77Pnge+5KbJ8MtcHMBboGbG2dxD9YOEBdHajS8pUwyv8vgQ4ohIeLvm2/mdM2zFXdfchzTtWs2HzWFChbkq+3bc/r06dy+fTujo6Nzuoo5Sq7qS0lJZLduLhMg2SQvL+FIPDKSPHLk6RfyG43k1q28/fbbVEkSv4yIEO2zbx9ZsyZnK8/DYhe20QMPD1atWpUaSeJWxVeVK9Mbej2LqNVMVH4PhRCg3XWijG0Au6rVDJBlVvf2tpRlTjMBFtJq2dBKO6+0SsXLAHcov48itcBtG4TAgy+8wCNdujBUo2GkWs2DAL1kmTLAb7y9eT8sjNcA/hEWxq6KAHFwvnxUSxK9ZJmhsswQtZq+StRVGeDxyEjy4kVxT9NDcQzvNElJwlF+gQLka68Js9vAwOR2KVxYfLgGBAiH4+btgYHCyX6ePGT16gyQZQYDNFaoIPI3aGARko5y8P7MsGrTEkWK2BUoxsXF0cPDg2+++Sb79u3LMmXKsH379lyzZk2WmP7lzZuXGo0m/bKTkoQGbTrX1hGgHkLwqIYQvnVR+jEAFgfYF8JH1XQlr1nYtsuqnBsAX0SyWWrKNKF3b+HrdtcuIbx4jslV77cMSExM5CeffEK9Xs/g4GCOHDmSf/zxB/38/FipUiW7xxiNRrZp04YAqNPpOGjQoHT7eXR0NN99910CYJcuXXj06FHXX8hbb6X7HC1T+rm1xvS/Wi0lgAtS5n/3XZdV63nqS25cg6OyIjXcuHHjJju5eRMwGKAC4CPLWKBW49XERHimlf/OHfH355+BNWuAdu2ypZpunhFWr4bUqxfaAVgD4P79+wgICMjZOrnJOubPBxYvzpqyY2KAjRtFAoCwMODFF4FWrYDmzQE/v6w5r7P88w8wezbwww/AzZtYD/F10uHyZSB/fjHGApilZG/owlN3T0rCqVOnsEajQePExPQzq9VASAhw44bD5TeMi8NKAObJaXWVCiajERon6tgIQKOkJOwDUDc6GvlkGZEeHngrNhanAYySJDRKTARkGX6yjEcmE84YjVgA4D0AgbKMF1UqzDEYMB6ABOAcgOLmE2zbhp80Gtw2GPA+gO5hYWhsMGDd/fuYGRuLPtHRCACQ7/Zt1KxQAXvPnsVX//0HDxLBJN7y8oIuIQE6EloAFQICUH7XLsDHB9DpgP/+A1q0AKpUAf76S7z7oqOB4GBgwwbRH1u0ABISRF+Ijwc6dgTy5Em7UVQq4No1wMND3BdA3JfLl4FvvgEWLhTbJAlo0AC4ehXQaoFbt4AKFQBvbyA+HiaTCQ8AeBw/jnYAVgQH469KlVDjyBF8AmAiAG0G9+eRt7e4HgDnL17EP//8g9KlS9vk2bt3L+Lj43H79m20a9cOX3/9NZCUJOqnUmXUBZxm6tSp6N69O5o0aYJNmzbB09POjOTCBcBgSLecFcrfVwAcVv5fBcD8RvpbSd8ov70AzAXQT/kdrxy7CeKZLgKgHYCGfn44kZCA06VKQVuuHMbPm+f0Nbp5ttm7dy/69OmD06dPY8iQIZg4cSI8PT0xdOhQPHr0CC1btrTJHxMTgwMHDqBbt264cuUKqlevjh07dsDDwyNV2STx888/Y8aMGdi/fz8A4PPPP8egQYNcfyF79gBLlqSbJVz5a/20FUpMRDNJwnxJQg+TKXlHgQIur6IbNy4ne+R/zyZuDTc3zuJeHXGA+/ctK+i7AHpJEnspEeEyTMWLk8+JtpK7L6VPzNGjTHzzTRLCFK2+LLNRvXo5Xa2nklzVl156KfW48AQRMR1OajXZqBE5fTqpRKrMds6cEZq+VoEEDBAmfCVTmF22UTSnCrmwDY4qWgdDhgyxCZpgk6pVI+vVI4sUERqDdeqQ4eEOn2ORcg6zieenEFpCma3zYYDtZJleAK/KMjsp5S+HMJ28AbCmTkdAmMUS4GVZZg2raK9d7JT7l7KvPsBCKhUjZJltJSnZfLJOHTIsjJRlLihZkh4Aa8IJB/llyghNtAkTyH79LJEv7fbLdu2EVmbPnqSV/yWePEn27k02aCA02k6cIGNjhfYmSd69S27aRO7dSzZu7FC9YgBOgjBrNLdPS6X9ZIDDAT6yyr8F4Puw1VSpHxzMli1bct68eWlqH1+5coWvv/46AwICLFFIeeMGWaGC8NeYgflcZqhbty4BoQU0a9astDPOmUM2bGjTLlEQWmxDAXZW2qUC7GunLQT4NYSmnwG27RuJZP9uu/38yIMHyYcPn1tzUUfIVe+3NNi6dSt1Oh2rV6/Ow4cPW7YPHTqUsixzzpw5JMnjx4+zV69eLF++PGUrE3e9Xs8xY8Zw/fr1dqOMTpkyhQDYrFkzzpkzxxJN2OUkJpLly2c4ztxQIg6vTrH9E4D+Kd/38+a5sHq5vy+5cS1uk1IX4Ba4uXEW92DtILVqWV6WwwAWUSLCZZgCA8nhw3O69tmCuy/ZJ2bLFnLRIrZSPog3QjhNlyWJv/76a05X76kkV/WllJN1Ly8yNNRlQiWHU4ECwhfl7NniozgTUQ4d5vhx8vXX7QpdBkCYrq1Msd3sUH2WC6+5i68vC0kSf/rpJ/sCtyJFyPr1hRCoQYNMnWOlUu+HADcBbKNWs+QT1vshwDwAXw4M5DGAjRUBUX9lfxySTUjN6Up4OL1kmaXSiLhqAthIkugty9xm3m7+EJQkUqcjAf4HIYgqqtczpnp1x+rcoQM5ZoyIslqrljD3LF7csWMrVBB+Tw8fJvPnF9uqViVv3yY3biQ3bCCbNBH3yrq+9qKFp5HeQvoBE4IBXgJYymqbVtkWDdBDo+H06dMzHJPi4+Pp7+9vE92VmzaRX30lfBVmAStWrKC38rFftGhRXr161X7GtWtt2qRWijYIA/hvOm3kC2F2WgpgXuW3tb+32eay33gj1wV5cTW56v2m8OjRI65bt47ff/89Z82aRS8vLzZv3jyVz8NJkyZRpVLxxIkT/OCDD6hWq1m4cGH26dOH33zzDY8ePcqzZ8+yc+fOlkAJv/zyS6rz1ahRg3Xr1rUrjHMpY8Y4NMYkAtRIUir/oxMB5k35vWC9yPCE5Ma+5CZrcQvcXIBb4ObGWdyDtYPMnGl5WS6AiET02MHJPgMDc7r22YK7L6UgPp7bmjYlAB7z8+PbKT5gFi1alNM1fGrJVX2paNHMCV6cEChkKnl5CQ240aPJ9evJe/ee/FoPHRLaS2kIfQiwCMAhPj6phHFjlOditAuv8TW1mvkkiUuXLk0WuOXNK/x7WecNDs70ObYpjvJrWD3bL7ug7muUsr6HcNxfSJLYO512JcAZiobIgrAw0o6AcbPyAVtHqyULFrSbx1SyJEeEhhIAX/X3TzfiqiXp9SIoyPr1QkuuRAmyWDHHr7dJk9R931EtcgdSd6UtdyHZB5k5hUO8z83RcV+FCI4EgD8C7FWyJNVqNc+fP5/hmPTo0SMWLlyYANioUSOeMmuWmkziI7trV7JVK3LxYpcK4AwGA9966y0CoFqt5ueff26bISGBbNrU0h5GJEcbLatcp1HZdxoiSEeMsm0zwDeUdlID9IQQUBaGEMD5QAjLbdq8SBEhZHzafUrmELnq/Uah3VmqVCnLMyVJEps3b86YmBibfPv27bN59rRaLSdMmJBmIJJVq1YRAPfv32+z3WAw0MfHhwAYGRmZdUK3X35JW1M3RZqvXNMRq22xEILp9ikDrR075rIq5ra+5CbrcQvcXIBb4ObGWdyDtYNcv2558f4DUC9JbKtWpzKvsJskSWh85HLcfSkFvXvzVeUDeImfH+9ARDIEwK/nzs3p2j3V5Kq+5IzgwZx8fEjzqnjlyrbO4rMqSRJZsiTZo4cweTl1yvEP5j17hCAhg3OYIJyqf+zpKRzYW+0za4oNd+E1HVbKbNeuXbLArVYtMr1I004mE8DZWi3zqtVcABEtNFVUuvTa3N52WeZape61Fe02CeDPGQjcTBAO7lWSxE0FCtju12i4RBEGtQkKYmz+/EJjrESJVCbORkliZVlmSb2eJkcDTfj6kjVrCo3BrO6rTqa9SlsOVe6PP1JrcIVrNDwA8FHx4gRAP4AjVCpqtVp++eWXDo9JiYmJXLlyJVUqFadMmSI2Go1kvny29erZk3zw4MnGlhRs3bqVXl5eBEB/f39OnjyZRqNRCNxSjEOzIQIiAGDFdNruEpKFcfbSaCSbKn8GK5NTlYrcvNktdLNDbnq/mUwmlihRguHh4Txy5Aijo6PTFICNGzeOANi4cWPOnTuXly9fTrfcPHnyMCwszO7+a9eucciQIQTAKlWqMDY21iXXY2HLFrsLEvZSAsAIWWaHFK4TXgboKcvcbZ3f09Ol2uW5qS+5yR7cAjcX4Ba4uXEW92DtBFYrxL9CrPb28PR0TAOgY8ecrn2W4+5LVly7xqUFCrCIEg3vbS8vEuBHkkSVSpX1ZhDPOLmqLzkrcCtViqxdWwhCVCqh6ZMF0TUdSr6+ZJUq5KuvCtP4r74iv/+e/PJLcsoUcuTI1NpJGaR2AINUKg7Km5f/WQmQzFpFd1xU9/MAC2o0DFKrOWXKlGSBmySlq4GXHekhhAaR9TYDwCuSxN2+vlwBsDrAMh4eDAPY3t8/Vf60kkGn44u+vvRVqXghTx6hvVewoPBLp9NxuUpFD1lmYY2GW8qVsz3e05MsU4bfFi1KANxasaJzwsmaNTPfLv7+ZN26juXVaMigIKfK1wIWU18DhAbhqxCRNacA4hmrW5ds2JBtAgNpFsTlCQkh6dyYdP/+fQLgihUrkjemEEQ+AvgoIEBEGU6hCfQkJCQkcPjw4fT09KRZi6h+kSJc6eWVWnAWHs4y/v5UI7VQLQ5gVST7ZxufRrteha3gUosUfv98fcklS1x2fbmBXPV+I/nmm2/Sy8srWaPTBSxdupQAOHDgQJvtRqOR3bt3Z9WqVVmsWDFLvxs8eLDLzs1vv01e8HIgfSFJlACeVH6bAHaXZaoB/pZy/GzWzHX1ZO7rS26yHrfAzQW4BW5unMU9WDvBd9/ZvDiXKi/6NwA+Lls2/ZeyWi18ueRi3H0pGeOoUTYfIQBYSZaplWX27t49p6v31JOr+lJERLYKc572dAPCxE8DEWDAvN2sKVPBRecZ4OXFvJLECzqd6EsOaitkdboIsVgDCO2Hgmo188qyxaQxZfKRZV535hyVK/NRjRr0A/hRoUJk2bJCeNuwIQ1Vq/KLAgX4pV7PygCL6fUiYIS1ADJfPr7u7U2tJPGn0qUd1vIgIMpJobmYbvL0JKtXF0LpatWEZmfDhmK7vfweHsLXXqVK4jz16onfdeqIctI47jKSzSczrH/ZsmTVqhxToAAl5R5cvHjRqTHpwIEDBMCDBw9atl04e5ZVCxViaZWKxazurwywsCxzZadOIkCEi4INGI1GRkZGskiRIpZzqQEO9vYmy5UTQtgNG9gmf34CSNXH2ivH1ClVytIOl9RqIbhNsYhwHkKA3MrcXinbtX59l1xTbiFXvd9IRkdHs2zZsgwKCmL79u35ySefMCqFH79Hjx5x27ZtDl9z6dKlCYDbt29nZGQkf/nlF86dO9cSKESj0dDb25sRERGsUqUKAXDDhg1PdiF375KdOjk2dlWvzvgyZThKeYZ7WO07qDwH8618Y1pSZOST1TEFua0vucl6HJUVyXDjxo2bnOD114GwMMvPLgB+ALACwMgHD9I/NikJGD4cmDMHMBjSz+vmmUeOjUUUgL5+fpZtR00mlCtXDl/MnZtzFXOT/cgunrb4+gI1agDVq7u23GwiD4CFAMp7eOCc1fYY5W+ZJyz/IoCvAfyQkIDOJAq6uv2fkN/UaiQB+ADAxyYT3kxKQl+TCXMBbACwTslXRJJQXqvFYpMJ4c6c4MgR+MoyGun12HztGnDqFHD+PLB9Ox6eOYNBV6/i7bg4HAEQZTAAR48CtWoBGo04/vp1zEtIQBuNBq+eOYPJVu+8DCEBkwmQpIzzajRA4cLAgQPAP/8ABw8CUVHAjh1A6dJif/HiQJ06QP36QMOGQIUKYv/Ro4CXFxAfDzx+LM558SKQP3/ydVgRB/EFHOdI/U+dAvR6fOzvj6i6dRHg6YlRo0bhwIEDMDj47o6PjwcASEo7/PTTTyhVrhwOX76MyxoNrqlUqOvri26ShBoqFa6YTOi4fDmCvbww0s8PG4KC8HjQIODwYYfOZw9ZlvHee+/hxPbtKO7rizJBQYAs40dvb+DECeDyZdytXh3rr11DAQDhffvCFBiIDgCqAFgLICgoCH+dOYPCwcEAgC+SkoAXXgAKFgQAbALwMwA1gEQAtZRz29T6q6+AH3/M9HW4efrx8vLCb7/9hh49euD+/fsYNWoUfv31V8v+tWvXokyZMnjhhRdQuHBhfPLJJzh69CguXLgAo9Fot8z//e9/CAsLQ8OGDfH++++jTZs26N+/P/766y80atQIiYmJiIqKwqVLl3DgwAG0bNkS3bp1w82bN52/AJMJ+PZbMe4sX+7QIcdu30aNc+cwQ5IwSZLwjdW+ROVvbRJISLA9sE0b5+vnxk1OkE0CwGcSt4abG2dxr444yaRJqVa6XgJYXKdjYlqr8tapVCny9OmcvoosIUf7ktGY/edMj7Fjxf1WHPua09mzZ3O6Zs8EuWpcqlw5x7WqnsZURqfjAOX/i8rzURDCH05my/xc8XemAlhfo+G/ABP1epdouMVDaEr9C+HH82GK/VcBTgVYF+CrajU/ggisY1KSOd9aCEfaAFjT25tfwtaM9lNF2y1l+c6m75RznMibl4TQQHojOJgeil/JiQAjVSoRUTQ4WEQVDQgQppWlStHk58cxKhVlgEecMK8iILTN/PyEJlXKfYq2HUuUSPv4ypVFngyCWRiqV+etGjX4qE4dbi1XjlOKFGETX18GQmideEFE1KwCsLHSHgMyqjsgtPqKFyeLF+f/fHyoU6kICK2afn36pHIGn5K4uDhqtVoWLlyYAQEBBEAPDw9uHzNGmMOWLy/a2teXjIxkzJo1HNiqleXemFNrSaJx9Gjhg81JLly4wBEjRtiY3ZmTTqdjqVKlLAEeOmk0zJs3L8OV95VWo6Fep+PixYtJkqtXryYAzlHaJwrC5DllueZUwtyOkiTM0N3YkKvebykwmUz08vJiwYIFOW7cOHbo0IEA2KpVK27ZsoW9evWiThmnAXDUqFFplnX37l0OHTqUGzZs4Pz58wmANWrUEH4JU3Dr1i3myZOHnTp1cq7CmzYJjdl0xoNlAKeHh9NQty4NECboGoDlPT1tgiSY037l2o6l3Fe2rLPNmSG5uS+5yRrcJqUuwC1wc+Ms7sHaSe7fFxNlq5foIQhzlc+c+RhxkdnI00SO9KW4OHLUKGGKVLNm8ofjhQvZVwd7REYKHyD16lkmlh9NnJizdXqGyFXjUtu2TyQ4STPpdMLHW1aUncUpGkIgUt7Tk92CgznGSjBdxdub/fR6PnKyzGXK8UMAm2MzErgZAF4BeBQiiuVvAH8AuBDgPghh4EiAQbAVKnhKEt8F2AdgUeUdoJdlvqLVsp7yQfkawABJYvsU9ykWIkhEawjhIACW1Ok4STk3lHM/SRsnAMwPsLOHB00hIXwE4YurqlrNtdZ5/f2FgKlMGWGaaa6rWs3EfPlYWqNhPV9fmgoWTO34P70UECB8otWsKQRoFSqI89SpQ0KYFtsLOrTVz4+GunUZ4+nJeRA+/yKRLIiNU36XBdI0w1UDrAUh+AlKkU+Cg34C9Xpy40by5ZcZHxTEv/LlY5cuXajXaFi6dGkuXbqUf/31F69du0aj0UiDwcDTp09z1apVHD9+PGVFeJYnTx62atKEtyZMEK4l6tYVwUmKFxf+EJcsER/iderQeOIE9w8ZwlnBways1DcfwOseHk4JrqKioiznV6lUrF+/PufMmcMqVaqwTJkyLFOmDLVKdF1z8vDwIACWKlQoVXmzZs0iAL4CEWjB3GcbShL7qdWs5udHT+V4c6oO8Fbz5mRuGMNdTK56v9lh37597NmzJ318fBgSEsLly5fb+K29dOkSZ8yYweLFi7NIkSIOlWkymfjBBx8QAL/77ju7eWbMmEGtVsu7d+9mXODhwzZ+mdNKl5Ec2biOLLOWJFEGOCpvXsanccw6Jf+plPvGjXPoWp0ht/clN67HLXBzAW6BmxtncQ/WmeDTT1O9YAdAaC3ccETLDRAT7VxGtvelhw/TdtKd0z5jRo4U9ZAkjg4MpEaWOXPmzJyt0zNErhqXPvggawRXarXQlsmKsrM4PQAYDuGUvSKEEOQ1gB8D7AnQQ5I4MYWQ6iDAlloty3p4sJKnJ6t7erKqlxcreXiwvJcX1ZLEbkCqIDZmgVuChwcPAhwLsI1y7jzKudPS1DEnP5WKQ0NDuRHgFk9Pbg0J4XsA86hUVCtlzEOyoO9yiuMrmO+TWYPMqn63ILTRekoSdUqQlWBJSvNjzpk0Rzl/XY2G2yMi2Dk4mPm1Wiaa8yjabPTxIUNChEAtLEz0LUkiAwO5RdGCKqfVsqKXF8t4erKzry//sbqO/wA29PNjRU9P1vTxYWMPD36f8l6ULUuWKUMjwLGKQNJXlvkKwJ4hIQxVqzkOyUKxjO6JSqVi1WLFOLB6dfYqXJiNFF9kerWa91avJr/4QvgpU3zgNUOyX7IWjrahTke+9hrZsiUTQ0K4Zs0aHvPwYJUUwiWtVmsjwArVatmsQAH+3a6dEDbKsvB71qCBCDZiNNpqZV+7Ri5YIDRtjh0T25Yu5XCl7bUQPqKGV6jAnZs3ZzjkzJ07lwA4ffr0dPOtXbuWL730EufOnUuj0chLly7RYCeC4qNHjxjm7Z3hPSlevDh79OjBerVrEwDVajUv5PTi11NIrnq/pUNcXBwTrLQzly9fzpIlS1JSxjmdTse2bds6VNabb75p6WejR4+2m+fWrVsEwCXpBem4eZPs3t3hwDmvA8wjSdwUEMBCOh2LShL/yuCYF7RaVpXl1AHVjh51pvkc4nnpS25ch6OyIjXcuHHjJicZMgRYsQI4dMiyaTKAH1QqjIiNxXeOlDFpEtC5c1bVMPdjNAJt2wL79tnfv3MncPMmkCdP9tYLAK5cAebNE/+r1Zhy/z72+vvjr507MXTo0Oyvj5ucpXbtrCk3KSlrys0G/AFct/qdBOEHyowPiZkA2gEoB+C9sDDMunULZY1GNE1MhAGAAYAMQKX87QLgPQApvYcZSaxduxbvGAy4AiBApUJNvR6VAbSOi0M+SUK+pCQEA/AG4KMkDwAHAFwD0MZohNft26LA2FggNhaNAUQajdBA+J3rbXXOghC+2LrLMvLqdPg9TvEeZsfXZyiArgC6kvgIwCwAFUjoMm7GDOkPoCiAUQYDGl6+bNl+CIq/LZMJOHsWUKmE/7TgYCAmBtDrxb7799GExFy1Gkc8PaGWZUj372M1gFIABgEoDWA5gBPR0ehkNCIewBUoPk61WoxKTEQ0gHunTuEegE2enlgXG4sPAWhMJmzW6fDznTsAgCNK/fwA1ADwGoDOdepgWZUqWP/HH0CePFD5+6Nt27Z4U62GXLs2ULgwChcujEvXrkGv12P79u0INPs3fPttICEB4f/8g80dOgBnzqAihO+xvwEUz6gBExKEb7myZYF+/QAApQsUwKHwcDy+cQOXz5/HZX9/XCKBR49QDkBZACGJicDVq8LHnF4P+PgIP3mffpr8ToqLEz5dT50C7t0D6tUTvvYaNwYGDQLGjcP0Ll3wwm+/of3LL2Oh0QgcP46vWrUSvvfS4Nq1a5g6dSoAYPDgweleXps2bdDGyqdURESE3XzXr1+HQasFIPzS5c2bF6VLl0bp0qVRrFgxlCpVCrVr14avr6/lmN9++w2tWrXC8OHDsXr16oxa2k0uxMPDw/L/li1b0LVrV7Rs2RIjR45E1apVUbp0aWjs+Fy0R968eaHVavHPP/8gf/78dvOEhoZCkiTExaXhrXHhQmDYMODhQ/FbpwMSleUHO/wJ4af5u4IF0fzyZZyDeL+kV+OTALYlJuIHpHgXFSoEVKyYzpFu3DxlZJMA8JnEreHmxlncqyOZ5MwZ0svLZvVqvrL69j9HV88PH87pq3Ap2dqX3n034/a9eDHr65GSqChbrbvq1cm+fdm/WTNWLFMm++vzjJKrxqXHj59ZTbScSncBVpZl6iSJxRRtopmwb4JoL90BuAPg1wCryzIlSWIPjYZbgWTtLhclb4BF7O2TJPqqVBzhaFmBgVnWnkaAvwP8Ua3mprAwJjlbhoeH0NQqWJCE8Ac3WaOht+JvroQkcVUKzb3VAMMU32fmpJYkFlT2WeetLcsMULRePKGYj2q15JgxDj1ifn5+DAkJsevbycLKlWSvXjwZEUEADIEw/crw2gsVIv/5h4nnz4sx6fffyaFDhVZg2bJkgQJklSpCe61hQ5Fq1xZ//f3Jzp0zftcbDOJ9deAA+egRuWWL0HqzIuqrr1gLwjyWt27Z7Dt27BgbNmzIPHnyWLSHXn31VYfazhECfH0JgJP79SMz8F9nTb58+ajRaDhlyhTeuHHDZfV51slV77cMuHr1Kvv160e1Ws0WLVrY1aB0hIsXL1KSJM6bNy/dfLIsc+7cuSkPJps3TzU+s2xZ4UdR2ZaIZK1cA8DyksTaOh2NToyVZu3m71LuGzgwU9edEc9TX3LjGtxRSt24cfPsUKoUMH++zaaeAIYDGALYRCyyS7lyQlPCjfNs3gzMnp1xPn//LK+Khf/+A6ZMESuY1lp3hw8D336Lon//jQv//AMmJqZdhpvciY+PiOznxmGCALxsMiGBxIX4eEgAHir7CBHR1J5+3yEADQCEKH8HADB5emLq1Kn4Wq1GY6SvnZAZwgHYjYtXvz46eHpiOoAN9qJ2ptxmMokom1mADKApgFeTktD81i0slWWUliSsBRAPoW14FcnR9WzIn19oal24ILR3AXgC+MBgwE2TCdEAzpHoYDLZHPYKgHNGIw4COAfgHoDbJN4D0B7AAKvosdNCQvCARF4A/wDQAkLz5Ngxh64vJCQEsbGxkNOLSPv668D8+Sg7ciSGKvV5GUCnjAoPDwd27waWLBG/TSZg5kyh+dazp4iceviwiJ66fbtIe/cCoaEiAuv33wOVK6d/DrVaRGytVk1EIW7SBMiXzyaLd//+CKhVCyYArw4YgHPnkmP8Nm3aFNu3b0diYiJq166NAwcO4EcXRgatUa4cAKDh11+LaLHjxgEffghMnAj06QP07Sveyyk07yZNmgSj0YgxY8Ygb9688Pb2RsWKFfHFF1+4rG5unl4+/fRTFCtWDKtWrcKUKVPw888/Q63OnKFa4cKF0apVKyxYsCDNPInK/MpkHouSkoDp08V8e/NmS77HALaSmHPqFN59/BgvQmgCewAIkmU09vHBqwBOkvhcp4PDgofgYCQA0EkSrqS8ziZNHC3FjZunArdJqRs3bp4O3ngD2LPHIvyRAEwDEAthyuMJ4M20jn3zTaBu3eyoZe7i0SOgRw/x0ZMebdsCfn7ZU6fFi4EBA4SJkDX+/sALLyBGlrF83z6E5MkDGo2pTN7cPAd06mQz4XeTPvcAfCZJ6EmiM4DtefPi4xs38D8IAVECAD2AKlotaiYmIhzAHgA/ASin0WCJSoVK8fEoDkA2GrGhVKksq6uvUp9UHD6MmY0aYcH69Xjo4wM8fpy8T61ObRL88GGyqVMWM0WlwnmDAe3S2N8KwHoAkp8foJgSIioqVT6vdM5BABcBbAQw1s7+MKsxfFVMDMIAXIB4b4pKtHLY7cLt27fh7e3tUF60bo2ZgwbhI5MJ+QH8kVH+3btF0uuB5cuFgKlGDUCjAQoUANavB95/H/j7b6BYMbGvYcMscWdwUTFJXr16NVavXg0vLy/ExsaCJPr164e5c+e6/JwAsGjBAuQtVQpzAdQ7eFAIG1Myb55wlTE2+W736NED3bp1w4YNG7Bs2TL88ssvOH78OAYPHozY2FiMGDEiS+rrJufZsGEDRowYgSFDhuCjjz6yMTfOLEajMc1ySGLSpEmQZRn16tUTptrdutm4fgGA8xCLD1chBApFPTxQ0sMD7WUZxe/fx22TCUcSE3FUq8UwlQpVrcfttPDxAUqVwkOtFm88fIiCSUl4J+X47p7vu3nGcAvc3Lhx8/QQGSle6H/9BUAI3WYDuK9SYTCAzkZj6tUxrRbo0CF765kbuHpVtNt//2Wct0ABID1tB1eQlAR89BEwebIwGkiJVovbSUnoExeH8w8fYtdvv0HW67O2Tm6eTjp0EH6ZYmJyuibPBGMBUJYx1WhEKIAmN27gZU9P/ObnhwCDAUFxcbjp4YF9Dx/iJ50OlxOEyKtTUBC+u3cPaitNm7S9XbmGUwDs6qVFR+Pc+vUAgBIp/RTlsP+9NklJ2KJW42ga9dgA4DcArR49EoscmeAvAPXT2HcYgLXOlz46Gp6yDE/rhZRPPwXKlMnwPKdOncLjx4/xyiuvOFaxAgWAhQuxqnt3RJPOL4Ds2SOEaZKULISMjHS2FKdJTEzE33//japVq2LJkiUYO3YsDh48iGrVqqFRo0YYN25clp17xMcfAwCivb2B6Gi7ef4GEFK5MvxTbJdlGa1bt8bhw4exfPly6PV6eHh4YOTIkciTJw/eeuutLKu3m5zh/v376NatGxo1aoTPPvsMkj0NXycxGo3466+/MHr0aMu2hIQELFiwAL/++iv279+PO3fuYOLEiSi/bx8weLDQzLXiKIDmkoRgrRbHEhJQGoAmPj5VPiSkWELR64GwMODSJdvt9eoh6cIF/B4bi8UnTmBNQgJkScIuCD+gFvLnF8e7cfMM4Ra4uXHj5ulBowF++gmoUwe4eBGAMN/pZTRiOYAlAOoCyAehkQFAmLZkp7ljbuDCBaBdO7Fq6QhffCG0DYYMcX1dTCaxmh8ZKeqVgigAM3U6rE9IwMF166BRq/HzmjWoWK+e6+vi5tnA2xvo0gX4JkNj8+eeHQDmAvhcrUao0WjZXj02FtWtzfDNwkujEYkQjvZ/uXfPcfMfR9HpgDZtgLx5gcBA8eF09Cgwbx7mm0yIA9Ay5TEaDY5VqIAuhw4hSK1GaZ0rQiC4jk9JICkJJo0Gqw0GzIcIZOGnpKIAWjzhOWoAKKbR4ILBAD9ZxiNFmNYKIrCANQkA/jWZEAZgFYAG7do5JGwDhNkaAAwfPtzhuv1Tty56kvAEsMzhoxSio5MXc1ygteMoX3/9NUwmE/r374/SpUvjp59+ypbz/vjjj1iyZAnKlCmDFcuWiaAO9+/b5OkAoV2K1q2hARAYHIyIIkXg4eGBq1ev4s6dO4iOjkZYWBiOHz8OAChSpAi6d++OsLAwtGjxpL3NzdOEwWCAn58ftm/fjk6dOmHChAko5QItY6PRiEePHuHPP//EqVOnMH36dFy7dg1NmzbFgAEDULtWLbTYvVtooVpxE8AUScLXACqoVPgtIQHBAEwQAV7+BXApJAT/ennhUmwsiksSPjAagbt3RQHVquHwnTsYFxCA+wkJiDMaESfLiNu1Cw9lGY9NJpQFMEmlQhejEeEpK1616hNfuxs32U52OJR7VnEHTXDjLG6Hmy7i/HkyONjiIDUeYFONxsZhdH21mkcBPgZIT09y0CDyiy/INWvII0eE4+RnGIf7ktFIfv89+cEH5JIl6TthTkoip00TDrSddfTt6Ulev+7ai4yPJ9u2TfOcNwBW8fKip4cHO3bsyMWLF/PmzZuurcNzQK4cl44fzzKn+LklxQAsAbC2j49TjqoJcLgyzu5OsT1Rrxd9Sa93vk49e6Y5hkzq04cA6APwVorj/p04kR6yzEoeHrzwFLRrTqULAEcDfFmS+DWUd1+KdBdgmFpNPUBJuf9ctSrDx+nIkSOsXr06AdDf39+pR3HgwIEEwAOOXou3NxNXrhT96K+/yNhYp87nCsqXL09ZljPtdN4ZjEajJQDFxIkTCYDLli0TO7/8kgwIsLRNb+W5qwDwLYBVIQJSqFQqyrJMHx8fFilShO3bt2dCQoLlHOfPn6dWq6VWq83y63nayJXvtxQkJibym2++YYECBSjLMnfu3PnEZTZs2JDWc+rXX3+dZ86cSc4wZAhZp47NsztFraZelumvUnEywGiA/xUrxo88PVlQp7MpzxNgmEbDELVaBDxRyljq6UkPWWY5gD0ADgT4HsCxAKcCPKTRWIIt2E0fffTE154Wz0NfcuNaHJUVuTXc3Lhx8/RRvLjw5dK4MRAbCx2AzQYDLgQF4aqXFy5FRWHC48eoBGF2+n1sLDpZOw5Wq4GffwZat86Z+mcnb78NWPua6dcPqF1baDQYDGJVsUABsW/jRuDMmcydJzYWWLdOlP+kJCQIR9gjR9oGRVDYAOBnAJvUaiT5+GDPpk2oUKHCk5/XTe6hfHmgWTPg999zuiZPHQTwA4BRAG5KEn6OinJaU62a8vcUgNpPWqHwcKHF2qpVmlkmLFiAgIAAnD98GMH//gtcvy7Gr8uX4V+nDkwkGsTH4z6ExtjzSFEAUwDx2ZkGgwDEmUzIB+HDjZIkgs+kwR9//IG3334bZ8+eBQDUrFkTCxcudKpev//+OzQaDaoZHDQ4njsXeOklYMsWoH9/QNHSyi4eP36MkydPokaNGpl2Ou8M1apVw5EjRyy/PT098fLLL4sfAwcCHTsKf3Yff4yAmyJkyIcQmm4WPDyEFnjz5kCRIqnOUbx4cdSvXx9//JGhFz03zyAajQZ9+vTBW2+9hcqVK2P27NnCt9oT8P333+PChQvImzcv8ubNCx8fK8PNWbOAhQtFv1P4CsAYxWy+qY8PTmk0eDUxEVsuXIDZeN1DkpCfRG0A62QZQSYTLphMiHn4EDoAo0JDMeP2bbwFoXlt1ykIKbTY0zC3RqVKT3TdbtzkBO4opW7cuHk6qVkT+O47S/Q5CUDxe/fQ+MoV9HzwAKeMRmwD0ARAZwCVNRqcNB9rNNo1T8x1xMaKSVHKbVu3Ap9/Lj5sfvwR+OwzkTIrbDNz9OiTHQ8Aa9cCQUFAo0aphG0mAINlGS8B2FumDOq/+ir27N3rFra5sY8TZm/PAwYASyH8eb0BoLy/P46QcMyY0JbGyt/VT1Ihb29g1Cgx7qQjbAMAlUqFiIgIBBcqJKLQvvmmCOgyYQL8Hz9G+7JlMRvCtHKl1Uegm2TOAlgBoJDJhAsA2np54fTmzWIBKwVLly5FREQEmjRpgnPnzqF58+a4dOkS9u7di9KlSzt13jp16sBgMGCkowdERQHVq4v/s9o3qB3mzp0Lkvj3339x+fLlLD+f+f1VuHBhtGnTBnv27LENShEUJMyrb97EBIgPs4kpC4mJEcGEunQB7t2ze55r165B7/Zrmj5XroiIvYcOAWPG5HRtnEan06Ffv374+eefcevWrScqK1++fGjYsCFKlChhK2zbvVu8Wx8/hun2bewODsYwjQaDAZSQJGgkCeuionDw4UMkGQwIlGUUUqnwOYBGJDpBBDyL0OuRoAS2KgngBbUas27fxiwAi5CGsA0QPjlT+oGzRony68bNs4Rb4ObGjZunl1dfBSammnoCHh7wAdAIwM+BgVju7Q1TUhLqq9XYAYgVspUrU/lGyXUcPJjaIW1Wsm1bmpP9dLl2DejVCyhUSPiOS8PZ/UqVCl+YTJg9ezaOnzyJ71esQERExBNV2U0uplkztz8Xhc0AikoSugLIq9fjTwC/PHyIzHr6CQYQDuEDzmGKFRPaOu+9J3xx3rwJTJ3qkG8uPz8/nDp1Clu3bk29s1w5LD15EjcBtNLrMSQpCQMBXHOmbs8Bo5S/xwF4azRYEx0NddOmNnn+/PNP5M+fH127dsX169fx+uuv4+7du9i0aVOmx9oFCxYgPDwcnwJIra9shwEDkh2mX70qonHu2ycWyrKBnj17wsPDA7dv38b58+ez9FzXrl3DtWuip8bFxWHt2rX2F5DatgXq1oUnhJ/akwDsLo/t3St83P79d6pdvr6+iI2Nxdq1a114BbmMxYvFYmRQEKBEqX3W6Nq1K9RqNWbOnOn6wqOjxWJHUhJi1GqUUKtR9+5dLDeZMBTAKRK7SRSTZdwAUJnEHZMJW41GnNBosBHAJACFJAn/xsTgRwBnSNTS63GBxGYAQ4CMg6ukFQhHqwXcc0I3zyLZYuD6jOL24ebGWdz2/1nEG2/Y+nCQ5eT/fX1JgA8BvgDQU5b5ECDLlCGV+2A0Gnnx4kVu3rzZxu9JhiQmkjNnklevJv/OJhzqS/PmZb8vocBAcvRo0hFfav/+S/btm6HPuNsAe0kSAbBl8+Yua0M3glw9Lv34Y4771nIqeXq6vMw/AXoAbObpyeMuLHcQhC+eNVbbbHy4abVkixbkrFnkqVNPdBtXrVpFtVpNABw0aFDqDOXKkQAvAywjy4RSt4qyzNEA3wf4jiRxEcBTQPo+gJxMDwFuhPAvNF2n4xqNhmcAJuR0X7JKZ5HsOwkAq1epItrtv/9ICh9flStXJgDKSvtVqFDhie6ZNRcuXBB+xiSJLyn3Kb36pvIFqNGQVauSe/a4rE5psWrVKgJg69ats/Q8RqORISEhBMDixYtz7dq16R8QH09Om8azAQEEwKp585I//URKUuo2LFCAPH2a3LSJjI4mSd66dYs6nY4+Pj5Zel1PG069386cIR8/JhcsIBcuzPK6ZRWTJk2iSqXigQMHXFvw229b+pihcGGWlGWW8/JiUrFiZP36ln2PARZVq1lIkqiWJIvPz8kATwBsA3BXij7r1JisVpNeXqm3Fyni2utNQa6eK7nJEhyVFSGb6vNM4ha4uXEW92CdRcTEkBUq2H8xe3paBDpXlJe+L0A/gB6Ko2HrDxFPT09eNQvQHOGHH8gtW8j9+8Vk7caNrLtOKxzqS++8k3Mfeb6+5Icfknv3kleukAkJIijDhQvkokXkCy/Y/1BIkeZLEv1lmQE+Pvzyyy+ZlJSULe37PJGrxyWjkSxVKscFHhmmBg2ypJ5nAHpLEpvq9Yxzcdk3AKoBygANyjaLoGTpUtLFc6Pr169bBBRbtmyx3XnrFrljB3njBt+oUYMAuKxSJb6p1TJErWaERsMSSB7ni+p0HAPwKDIvfDMB/Bagn/IO8ZVleludQwVwgpUz8JxMI5Q6+VnVr1nTpvy1UCG2bNo0eVuzZrxz5w4rVKjg8qABW7ZsYdGiRS3nqqr0IXv1TTP4hkol3iFZyKFDhwiAr732Wpaep0uXLgTA8ePHO3fg7dts5OFBACxUqBBPdO4sBBBp3f+XXuJL1arRy9OTGo2GOp0uS67nacWp99ubb5ITJ5KNGmV9xbKQxMREVq5cmeXKlWN8fLxrCv3rr+Q5W82aZEgINynPcu88eXixalXSx4cEeF0Z/6aq1ewNUCdJDJckxmf1WFerlmuuNQ1y9VzJTZbgFri5ALfAzY2zuAfrLGT3bodeyBHKx1EhgOU9PdmgcGF27NiRgwcPprXgLTQ0lD169OD58+fTPuf335P//ENevkzevy+27dkjPvLv3cvSy3WoL5UsmeMfepYkyw4J2MzJAHBQaCgBsEf37rxz506WtufzTK4flxYuzPn+72hSqVxa3jiAgWo1o11U3kaAb2i1rA4wH4Swzc/8fL/1FhMPHszSvrR//35KkkRJkvjhhx+m2v/5559Tq9VSrVYLjeM2bWzq/wjgbwB7AQxQ3gWV9Hrec7IdkgC2UbRu3wJ4HkIAZwJ4XZL4B8B3VSoCYBeAXwMuuweZSRVgq+FWSKu1+V0hIoKnR4+2tGNkZCQBsHLlyty8ebMliqYrOHToEOvUqUMALBEcTHp4pKpvutFuZ892WV3SIjw8nDqdzqXXnZK8efPS19c3U8ca16xhr8BAAiLa7P5GjdK9/+WVvurh4cHKBQsK7fJnnaVLyVGjxEKemU6dhDbto0cWy4NU77etW8nVq8kmTcRiqZkHD8jSpUWblSmTfdeRRRw9epQ6nY6dO3d+8n6ckECWLWu3b0UCDNJoqJIkiwb1FEmiXpKENQnAOwCvuXJMS2su2bixaxovDXL9XMmNy3FUVuT24ebGjZtng9q1AQeiMs02iXhJywAcL1YM28uUwYoVKzB79mysWbMGixYtQrt27RAfH4+FCxeiRIkS8Pf3R7t27fDnn3+K1/qdO8DDh8LfmEoFBAQAXl7AjBlA4cKALOO3ffswbNgw2zR4MP7avFn4LHv8GDCZ0qmpC9DpsrZ8ZzApeiQOMkirxVd37+Krr77CgoULERwcnIWVc5OrefNNoGDBnK6FY7jQTxUBrJckNNLr4ZWZAvz9gSJFYGrWDGd690bv+vXREsCKxEQcARALoLiPD1Z+9JHwtbV4MZDFAUyqV6+Ow4cPIzAwEJMmTcLjx48t+0aOHInBgwdDI0lY+sILQIMGInKyFb46HVqGhGC+Wo2bJhPWAzgfH49PnazHlwDWkVgNYDGA4u3aQdqwAdK//yL89m28cOMGZkZF4b333sO5SpXQX5LgDSBYq0XVwECs02ierCGc4BiE3zYzoVot/p00Cbdu3cLo0aOxZcsWHDh6FEclCe3atUOePHnw/vvvAwCOHDmC5s2bQ61Wo2DBgpg/f/4T16dKlSr466+/0LVrV5y/excTR4wAjh0DGjZ0rIATJ4AndAifER06dEBCQgL++ecfl5YbHx+PTZs24fjx40hKSkJSWr6oMuBu7drYGxYGAAjw9kbRHj2AunXTzN9Sefdu+eorHH7wQPh5i4vL1LmzjYQEEVAlDZ+uaNsW+PVXYLUSuiUpSfiR3bVLBD74809gxYrUx/35p/DRNm4c0KIFcFIJp1W1KqBE44WHB7Bzp6uvKFupWLEilixZguXLl+ODDz54ssKmTgVOnRL/S7Ye1t4DMDs4GEYSQRDBrb7VavE6CT8lTzCAfE9WA1vSmktmk59HN25cTjYJAJ9J3BpubpzFvTqSxXz3XYYrY0aAJXx9+XLRosLctGhR8uRJnjt3zrLa36BBA7Zq1Ypz5sxh165dLWZMAOih07FetWpcNGcOD40bx0PbtvHAjh3cv2MH9/bty91ff83dW7bQ09PTRoPAnCRJ4uLFi5/4Uh3qS+++m2MaFU+SvlVW47/55psnbic3GfNcjEuffZbj/Tq7005lzNng7LGNG5MrV5KKOWHx4sUt41dERITQNr1+Xfg6SkF29aXFixcTAOfOnctt27Yxb968BMB8+fIxbvdu8uxZoX187Bi5ebMw+b92jTSZRAGxseSQISTAMYo2xj9OtFFNgC+afQjNmJFhfc+cOcMlS5Zw8uTJrF69OlWSxPIAK+r1LKdWswrAdwCuR/qacBsADgXYCWBzlYp9tVp+BTA2nWNqKOOpORULDBQaKyT37t3LvHnzUrLK4+/vzxdeeIGrVq3ixYsXOWnSJDZo0IBaRSvO39+fU6ZMeWKtGaPRSG9vb/r7+4sNBgPZrBmJDDTcXnjhiX0CZsSiRYsIgGXKlOGYMWOeaJ5vNBoZFRVlM48wp1deeSVTZdZQzKY7duyYbPYbF0e+8ordPnBeOd+L1ppBEyYkPw9PEwaD8I1rvhaNhvz6a1ttNFLM9wIDbZ+/bdtInY4cM4a8c4fcuJGJq1eLvnTpksgzfTr5+uukn58o/403yJ9/Jr/6Krltzp3LpovNeqZNm0YAPH36dOYKOHpU3IO0xpjQUPbUallOrSZLl+ZGpa/tzIn3XsmSrm28FDwXcyU3LsVtUuoC3AI3N87iHqyzmIcP058YKGnZ118TALcsW0YWLkx+/jnnz59PAJw5cyZffvllVq1alQDYtm1bGgwGXr9+ncOGDWPhwoVtPk7SS+XKlePly5ct6dChQ/Ty8iIA1q1bl4/u3SOPH8/UpTrUl2rXzvGP/sykCFlmp3btMtkJ3DjLczEuRUVZAqg8L6mDXs+SEIsMTh07YIBN0+n1eoaGhnLNmjUZClmyqy/FxcURAF988UX6+vpSkiQOHDjQOZ9jBgP54Yd8ULs2QxRhUlGVim+q1fweSNfM9D2AebVaGp0M4hIXF0cfHx+qVCr2ePNNDhw4kIMHDWL3115jQcWEXgewpSTxCyQHFzgKYZoKgEU9PNgoIoLtGjRghfLlqVKpqJJlVtfpOBbCGfkVgHcBvq1cl9bKhHSwldnVsmXLaF4IioyM5IMHD9Kse0JCAocPH25ZTNLr9fz666+duv6UaLVaRkREJG+4do0MCEhb4CbL2SIkevDgAQsVKmTx8dqqVSunyzAYDCxVqhSt5wQtWrTgtGnTOHjwYM6bNy/T9StVqhQ9PT1T77h2Lc3AK0WVOhSAcFxPSRLCy3nz7ArPcwyjkTxwQJiMLllCRkYK888ePYSp57VrIt/Jk2S9euJ6rf3umgV1FSqQy5czcft20Ze2bCG//TY53/ffC3Pm3bvJw4fJihXFcQEBpFk4lws4fPgwAfDgwYPOHxwTk6YpqXVqodEwUKXisPz5qZMk1tDpXBqYxuGkUmVpX34u5kpuXIpb4OYC3AI3N87iHqyzgRdeyPClbLp4kXXr1mW5cuVoOHCAbNmSF//4gwC4cuVKkqTJZOJnn31GADx58qTNKWJiYvhl/focHx7OCfXqcWLLlpzUuzcnT57MKa+/zim9enHKlCm8dOmSWHW24sGDB2xYr574YPHw4BblfExIEBNIB8mwL+3Zk+Mf/JlJ/ykfBatWrXL8nrt5Ip6bcWnw4Bzv39mZanl4sHN6eQICyLFjyQ8+EL8lSXykXrlCkjx79qzFsXuNGjUcauLs7EuBgYEMDQ1l8eLF6eHh8URl3bx5k8uXL+e7777LKlWqEABlSWL9oCBOV6l4O0XbTVXGqctOLphs27aNANirV69U+0wmE8+ePcvPZsxgk9q1qVZ8wBVW/oZrtZwfGkpTCkHN5MmTCYBVK1dmQBqa1XPnzuW4ceMIgFM7d7Z5Lw0fPpxm7cW4FO8rexiNRk6bNs2yeNS4cWPnonsrGAwGS/1WrFiRvOPgQSaGh6et4WYykR9/TFofk0UYjUZ6enqypJOaM0ajkSVLlrS0T/fu3TlhwgSX1CkmJoZ+fn708vKyn+H4caH5pdPZtJsRIrKwpKR2sBIq+/gIza9z52x9ouUkP/xArl8vNNl+/5389FMxVnXoQLZtS86fTx45IhZZrf36TZkirqlaNfLQoeQxaft28rffyGHDRB8aN05EtTx1SgjYvL3JQoXIv//OqSt2OWfOnGHnzp1pbx7rEF26OPSuuQuwsSRRBjhcrU5X4zbL05o1rm9IhedmruTGZbgFbi7ALXBz4yzuwTobmDw54xfy++/z4MGDlg8RnjhBbtvG/Pnz84MPPrAUdfbsWQLgsmXLUp/nwgWxQlq+vJgETpkiypkzhxw0SEwERSF2q7ls2TJq1GpKksRDW7eSGzYIEycHV+8z7EujR2fppCYGIgLiNiX9W60aDQDva7U8plLxV4CH4XwEwD3KB9j+/fsdagc3T85zMy6dOJFzHwE5kAb6+7N0enlCQsQ4decOuW4d+c03pNHIXbt2MTg4mGZhSGBgoGUhIiOysy81atSIgHAEHxQU5NKyr1+/zm+++YZt2rShXq+nXqXiIICnAE6AEFj0ateOJie1rYxGIyVJYrVq1TLM+/DhQy5dupR9e/XiT9OmMXHrVospqDXx8fFcsWIFExISaDAYeOjQIf72229ctmwZz549S1mWWb58eTZv3pwAeG/5cotQ1cw777xDs1a2o8TExLB+/foEQF9fX+7atcvhY80MHTqUQHKkTrPAL/Hff9MWuJ0+LSL69u5NphfUyAWsWrWKkiSxRIkSTh23bt06mk0+XUlCQgILFChAAJw4cWLaGa9cIXfuJEeMEBpKVqakZwFLxF4Z4KsAHwBcBHCWWk1Du3ZiPMiEENUlJCUJE/CffhKR1kePFvf56lXy4kWhkfbjj2T+/EIgt3atiJppFhQajUITrkwZMjY2eUzasEHsb9tWCJzLlBER7CMjReR0QOzLJZhMJnp6ejI4OJhTpkxxPsK7I3Npc1KpmCTLvA6Q5crl7LvvjTeypkH5HM2V3LgMt8DNBbgFbm6cxT1YZwOOaHZJErl8Od966y2GhITw4cOH5OPHrF+/Pl977TWb4po1a8bKlSvb/7A6cEBExbp6VawOL1xI1q1L5ssnJnLXrwtfQWlw/vx5yrLMfAEByRtNJuEzIwPS7Ut37pBBQVkymTFBrJI7YlILgJU8Pfm7VRS6eICrIYRx9sqPAaiRZc7Ohkh0bgTP1bhUtWqOC8KyK30LIRiKsrc/IMCuJseDBw/o6elJlUrFN954w2mtiOzsSx999BHN5pDTp0/PsvPcvXuXEydOZJCvL6GMT2MGDMiUD7N58+YRgMu0nRyhVq1alCSJer2e4eHhQrhghcFgYM2aNQmAVapUcbr8zz//nCpFC++dd95x6BiDwcBZs2ZZtMi1Wi07dOhArVbLwYMH89dff+Vrr73Gw++/n0pTi76+tttmzswSM1OzsE2v1/PChQtOHfu14rZi9erVLquPwWBgkSJFCIDDhw937uBRo1JFdtwCsIidd7YaYAtJ4oM9e1xWd6dYuVIsQJ4/L4RuCxaQXbuSn3wiFiW//17ku31bCHfmzBEacO3bJ49pw4aJ61y6lIkzZogxqV49sl07snJlMjpa+HYsWFD4hgOEAO/hw5y55izi5ZdfZqlSpXj9+nXnDly82Ln3jVYrhJ5Fi5L+/jn77tPpxBw4C3iu5kpuXIJb4OYCcq3A7YsvyPHjhfr2l1+Sv/wi1Myd8Y3ixi7uwTobiIpKO2S4ddLreW3TJnp5eXHYsGEkyU8++YSSJHHt2rWW4rZs2UIA/O6771Kf6+FD8Xxs2SJ8gCxfLjTezOcoXFh83JiFbjdv2n4YJCayX79+BMAVn36aqvhJkyaxefPmbNSoEbt06WIz1qTZl0wm4RDYgYmJCeBJgN8B/BjgPIC3lH2PAZ4GmJTyuM6dWVhx/rz9zz957tw5nj17lps2beK8efP4ww8/cPfu3bx8+TLXr1/PBvXrU6NS8RuVilMA5lWrLRP7t2TZrn+pRno9mzdrlvk+4MYpnqtxadq0HBeEZVf6QfE/dSjlvkKFLA7IHzx4wNWrV3Po0KEsXry4xT/l0qVLM9W82dmXYmJiKElSpoREmSE6OporVqzgxYsXM13Giy++SADp+krLDElJSRwxYgS3pHQsT3Ljxo2WMbdPjx7COTzJAwcO0N/f37Kvdu3amT7/pUuXLJpXxYoVy/ADv0WLFrS3QNOpUydLnSRJYo0aNWg6dUr42kqvv8+eLTSbXMT69esJgLIsc8eOHQ4fFxcXx88++4wRERHiHbl9u8vqZNZQHDhwoPMH37tn14fllxBCeQBsr/wurvzWyDI/nzxZ+PHKDkHU7dtC0NayJdm0qTAJHThQbKtbVwjHSpcmw8KEAI4kt24lGzQg+/YVC5+VKoltI0aIa5RlJg4bJsakqChhMg+Q9esLTTkgeRFm6tSsv8Zs5uDBgwwMDKRer+dXynOfIb/8QqrVjr9rVCrhW/EpeOdZ0qRJWdKez9VcKauJjU321ThunHiG+/dPV0nhWcQtcHMBuVbgVr++/QFMoxGq6W+8IT5a/vwzlX8qN+njHqyzCUdV2vPn55T33qNareaUKVN4//59tm/fnlqtlj/99JOluDfffJM+Pj72P7QOHCC3byeXLSN37RIveuvV90qVxIrq5MnC9OH+/eRjjUbGRUVRpVLRy8uL69ats+waP3685aPD7LhZrVZzbL165OrVTIyNTe5LJhN565YwA2ndOsPrjsqXj4MrVWJ+K+FXgK8vZVmmDDBEOR8A1lWp+K/5WJ2OBi8vDihfnoUiImh0wEQhMTGRHV9/nQCo02jYp3dvnjhxgvPnz6csSRyI1Gan3yrXffny5SfqBm4c47kal06fzvmPgWxIuwB6q1RsBKFVatn30kuMi4riO++8Y/HBZU4ajYZ169blr7/+munmze6+VKFCBcqy7JDvsaeBH3/8kQA4atQol5Z7+/Zty320FzjCvG/NmjU0/u9/vHz5MgMCAijLMlu1asWpU6c6F3DCDkajkb169bK8qxYsWGA336xZs2j2C7hixQoCYIUKFSzv3AcPHvDgwYMWDcaVK1eSL72Ucb9/++0nqr815mAS1mbVHTp04Lx58zho0CA2atSINWrUYLdu3ejt7U0/Pz/my5fPIrBWqVSsVq3aE7epGbPvv+rVq2e+kJkzbeZGURAmpT4A96doy3XKdgAsli8fPyxfnveyw7fZb7+JoAjr1wtNt759yTJlaCxc2FK3RwA7qlRcHRFBvvii2N6wodCG27lTCOW+/NKSP/HcOTEmffYZOWuW2O7lRV6+LMzqzdfdsWOuCpZg5uHDhyxVqhTbORKIauvW1BqlGaWMhOE5kcLCyPh4l7flczVXygrOniU/+oisVSttoa6LF6NyGrfAzQU8dwI3e0mnE9GDPvtM+FZwky7uwTqbSOkcPR2Nt/jQUA58+WVqtVqGhoZyz549fP311ynLMhcuXEhSTFgKFSqU9oTl4UPR/3ftEhG/2rYV5TdqJCKFDhkiVuBLlUo2F42Pt2i7zR4wgGpF+BUaGsouLVsSAPMEBdHQpQu5ZAnXLlrEIEUQFgkwsUAB0ZeKFRMvLke0+gBeBFheq6WPlxffHTKEv/32G6OiokiKj7b58+dz4sSJ/P777/nTqlUslC8ffTUavhUYyP4FClgi6QHganu+7exgNBq5d+9e3rp1y2a7OTLsuBSro1EQwgJrf3puso7nblzKnz/nPwgym9TqDKOt/grQW5bZEGC0eXvBgrw1ezY7vPqqZawJCAhg165d+eWXX/L06dMuadrs7ktmk8Q1Wego29Xo9XoWKFDA5eWGKJrHixcvttl+48YNajQaWguQzIKhrDDF3bx5s0WYGxQUxPDwcBYpUoRlypRhxYoVKUkSVSoVx48fzxs3brBatWps2bKlTRnmftSqVSsWKVKE8WvXCrO19J4NjUYsbgUFiYUwazIh+IqMjKS1wC1l+5nNaM2RVv39/VmrVi0uWrQoU+bGaWE0GhkSEkKVSpXqHeoUZ8+SxYtb2usd5VrWpNGeBoAdAKqUvuKnUjHh33/FvOXECfLQIfG/0ShceZw7J7TUzJw4Qd64IfI8fiz8su3aJfyv3b2bvtZcXBz5009c/frrDFHaORRgS4Aapd4qgBesx8X69YXA6IUXhMBNEaYl/vhj8pg0aJDIX7euEOw1a2Z73a++6lJNyacBk8nE4ODgjM3Y9+4VgSOcfSc5OPfM9jR/vsvb8rmbK7mKDRuEJqoj980tcHOTErfAzU6qVElo+Jw6ldNX8VTiHqyziW3bbD9QS5TIcMJwvW9f1qhenT4+Pvzjjz/Yq1cvqlQqS7TMsWPH0tfXl+ftOWmOjhb+2i5eFP5Ghg4V5fr4CHOFvn3Fh8Drr5MzZiSrTCclWSZ3D86d4xuvvUZv5UNFo9Hw8rvvkr16CcF2jx5MqF+f/hCr0sd1urSdSttJRoA/AwySZRYtWJCnHHxGHz58yIEDBrBu7dqsVKECO3fqxIkTJ3JYly6MunnziW/VxIkTKcsyz6QQur0PUK/T8Z9//nnic7hJn+duXHLQ5DpbkjOmO7IshPiBgXb33wLYXPk4bgYrYVvFipw+YoRFyFKwYMFMm4xmRHb3JbO5ZFb6cHM1BQsWZIC1304X8cMPP9Celtsnn3xCWZZZtGhRjh49mq1bt2aNGjW4c+dOl9fBTExMDJs3b87w8HAGBQXR19eXer0+leDP19eXI0eOpK+vr2Xhh0zuR0ePHqUsy4yMjBQa3KVLO/asaLVk587CxcSPP4pFsEwIlTt06EAAnDx5Mi9fvsylS5eK6OMKp0+fznLtylatWhEAR48e/eSF3bsnTIrr1qU/hPDqTkZzBy8vTqlRgwCYR5bZOzCQR9q1s8ydbHx2ybKwhJkwQWixhISQffqQ+/aJxcYiRcjq1ZO18hctElpta9cKH2zffUeOGcNjhQqxlNJHNADrA/RTfgcAnAJhCpvfuq5VqpDFionFzSpVxAJn3rxMPHhQjElHj4r5mSSRq1YJIeyQIWTz5rbX3Lkz+d9/T97WTwnnz58nABsLilScPJnmeyW9eXOOvz/TS04EgHGU526u9KQcOeK4oM2c3AI3NylxC9wySMWKiZfZr7+KSY8b92CdnWSiHz8eO5aNGzemh4cHr1y5wiZNmhAAN2zYwNu3b7NUqVIsUKCAfQfKjx+TGzeKiFpeXsnlFiokzGG++EKYe5p9j5hJaZZ56BC3bdvGs2fPCp8i06YJs4m6dUkIf0wSwMKS5JDALVqS+EWNGiyhOPxu0awZ7927l3Xt7iTx8fEMDw9nPztabgV8fdm6VaucrmKu57kblz7/POc/BgDSz0+YQllvy5NHbLeXv35927HFKp0FWESjYZgs82dYmWm/8w6ZmMgGDRpQkqQsFbKQ2d+XRo8eTQDcu3dvtpzPFWSVwC0+Pp5mQdYiq8AIDRs2pEajST+qZTYTFRXF999/n2bzy5S+yaz70eDBg+nh4cEzZ86InYMGCYEKQLZoIbS2fHzsPzMBAba/y5QRLiAcxGAwMCAggGbt89mzZ7tUey0jWrduTQCsV6+ey8supviZA8CyALdmMF51BeiBZGFpZWXcIUCWLCmCF/z2mxC2ffONCCRl1pgKDCTnzOGtgwf5ICSEfO01cuJEcf9efFH4AVPKmqHRUFLmOa/ANuhLjPJ3g1IHPYSG3kmAy4KDeQAQvnOtjkls1Ej0pevXhUbbK6+Ic5YuLQSCq1bZXmulSsKHdS5h+vTp1Ov1jI6Otp/h6tUn0/p+2vy3WadMRE5Oj+durpRZYmPJ99+3ea4dTm6Bm5uUuAVuTiSNRpjWjRolBHDWfqyeI9yDdTZy9qzjkTolSWjBde7M33//nQB45swZXrlyhQBYqFAhmkwmXr9+nSVKlGBoaCgPHjxo/7wdOwqfFuHhyeW3aUN++62IXrp2rVDdT0lMTPL/Dx6I1eAtW8Tk9fPPbT4cuiqTzZ49e6YrcLuiVrOsnx9VsszXXnuNf/31l/1oqzlIUlISQwICONxO/T8uVIj+fn45XcVcz3M3Ll28mPMfAuakUgkNVi8vsRJsfv/Ksu2HjK+v0AxRfhsBrgI4AWBPlYoBKhXLqFS8BIjyqlYlu3cnFVPLRo0aUZblLG/a7O5LtWvXpizL2SoEeVKySuBGkosXL6ZZILJlyxZeuHDBItDq2bOn89EKsxCj0cjWrVuzWrVqzJcvHwsVKsQkZQHKuh/FxMSwZMmSrFKlChMSEsTBJpMIVESKBd0jR0Rkyr17hcCkeHEyNFQ431+2TCRAOM130rdTTEwM+/XrR51ORwDs37+/C1shmfPnz3Px4sXcsmULz58/bxG21a1bN8v697b161m3QgXKSp8pDQihVTrpLIQGrbmfhQJsJMscr1ZzE8BLzZvTOHo0b968yUGdOnGySsVL48axSrlylmMKAGwLsDfAG1Zld0SyFtv5dOowxer81kkF8F6KvIl6vehLs2eLMfV//xP7mjUTc7/4+GTTUkkiN23KkrbObvbt28cWLVrQ19c3bXco0dFkxYqZe3d5eIh3VkhI5kxRsyO5+Fl97uZKmeHIEcc1ke0lt8DNTUrcArcnSJIk1L27dROaP/v2PRcBGNyDdTZz5gzZqZPQMkuvP5Ypw/VdurBTy5YsXLgwixYtynhlUv7bb78RAHfv3k1S+DmrXr06ATA4OFg4dLamYkUxCalTx1YbJTxcfAD//LNjff3UKTIhQfg96dZNmGIoZSUg2bzi8zRM0q77+zPc25uF8ud32Hw0Jzh06BAB8I/KlVNdw7cQUeL+S8u848ED4QS5Vy8xsfroIxFhK62VXDd2eS7HpZo1c/5jQKUSJqX+/mKMMkfgA8QClbUpRr58lv/vAXxRMT0P02hYXadj77x5+WDIEDFe2LmPZcqUoSRJWd6s2d2XqlWrRrVanS3nchVZKXAzmUysoZj/AaCfnx9DQkIYGBhIrVbLSpUqPZUBJvbu3UsAXL58OcnU/ejAgQNUq9WsW7cu//e//znmasDsX2zXLmGOumTJE0XAMxqNVKlUrFu3bqbLSIuVK1daTL6tU+3atbNFmHznzh2+VLu2JWJpUYBLMxi/TgNsBDAIyZFO0xKC+SrCyroQwjq91X4ZoA6gWvldEWCcA+OnEeARgGHKcS8qf6spcyRzPovALSJCaEL27i32ffmlGIMTE8kuXcS2WbOyvK2zg0ePHrFgwYIsU6YMR40axatXr9rP2LFj5t9fAQFpa2M/LcnFvjKfy7mSM8yf/+RBNNwCNzcpcQvcXJzUarEy2bs3OXeucMiaywY192Cdgzx4ICJYzZ9PfvyxMGdYvNgSlapTp04EQJ1OZxMdMyEhgRUrVqSvr6/FpCUmJoY//PAD69Wrx3Ip/UR8/LHws1SvHplS+6xAAaHp5ghGo4gEfO2aEEhv2WITPeqKTmdxTL3LzvM00MODgf7+vHHjhitaL8u4d+8etVotP7ETWfYBQL1KxcmTJ9selJAgwoinYV5HPz9xH1wUIS6381yOS1ZR7HIslSiRtg+3oCChGZ5iuwlgI7WagbLM3/r2Ja9ccehy7fn2ygqyuy81bdqUwLM1Vc1KgRtJnjhxwnK/9Xo9165dS5I8cuQIdTod33ZhNE9X0rx5cwJghw4dGB0dnaof/fzzz2zWrJnFD1yPHj0YY60Zbo9z58gpU5wyI00PrVbLokWLulRoOX/+fEqSRE9PT86fP58zZszg8OHDOXny5GzX3Lx69Spb1alDldJ/fAF2ATgZ4EoI002DnfHKCHAnwM8ADgWoVY6vjmTB2jw7x22DELaZfbV96MT4eQ9C4AaA4Wo1bwFsqvz2saqnReBmPR9r2lT49CtcWFz4pk1CK/gpcrfxJPTt25fe3t78999/0870zTdP9v6KiMj5d6gjyYVz4OdyruQISUmpg9VlNrkFbm5S4ha4ZUPS64Xg4v33yR9+eOZDdrsH66eXR48esXbt2vT19WVkZCRvW0XbevToEYsWLcqaNWva+D9bv349bZzRJiQI05V69cjGjYUZWEpV+zNnbCN5mbl5U3wU3L4tBEUmk1iZT0oSTodJ8o8/LL42EvV6LliwgAD4UsrnxsODBby9+d6wYVnZZC6jf//+9NNoeNPOGNBTpWLBfPkspkaMjhbtq+z/F2BiWuNH7dqiXd2ky3M5Lt2/byPAflbSYogPys12Is49ePCAGzZsYGRkJC9cuECj0chBgwaxePHitNZ42rx5c5Y1a3b3pTx58mSp8CoryGqBGykWkAoUKGDzHiPJL7/8kgAswYCeJhISEiyRq8ePH8/Vq1fb7UePHz/mV199Rb1ez/Lly/PcuXN2y4uNjeUvv/zCkSNHsm3btvziiy/S9mPlIPny5aNZkOkKYdisWbMIgD4+PjYLfTlNXFwchw8ZQj+93jJ2WGusrcpgnGoAofXWBclaZ8Y08hoAegIMd3AMPAuwilKuWbPuNa1W+MNs2JCdlGi9l5T8qQRudesmu7UpU0bM23IRmzZtIgDOnTs37UzXr6ft9zCjlDJQxtOYrAM67NvnsrZ9LudKGREfL4LSuOreuQVublLiFrjlUAoNFT6xpk4l//rrmdKCcw/WTzePHz9m165dqdVqCYC1atXi0aNHSZK7d+9mYGAgixQpwtNKtDODwcBWrVpRpVJx5syZTIyKEmZgefIIXzENGqR2ij54sIielHLF3d4q3Pbt5OXLwqktKf4/eJAsVIiJfn5cs2YNwyAmqykns3l8fTlp0qQsbC3XcffuXQb5+7NrcHCq530fxIR669atJMlDLVqwIIQZSxCSPwI2pDVeFC0q2s1Nmjy349LTFK3UgXTPz4/BHh7sZCeQSK9evZjyw9hsoqa3+mhWq9UEwBdffDFLTAuzuy+FhIQwLCwsW87lKrJD4GbWcluwYIHNdpPJxNdee42+vr72g/88Bbz33nsEwNKlS9uPCq5w/PhxlihRgj4+Phw0aBB/+eUXPn78mI8fP+a0adMYFhZGAMybNy/r169PlUrF7t27P1Hd4uLiWKlSJQJwSQAS8/O4RvG1+DTy4MED7tq1i/Pnz+eokSOpV+ZHLQAOA7gCtoENCHCMMt4sgdBcMwc4KAphOipBaMF5I9m8tGIG498tjYZNraLc1pdl1tPpGKBWc4aV9tqEPHkIgIcCA0kPj9QCt4oVrS/OEik+NxATE8NChQqxcePG6fvr7d49c+8hrVYsJD8F78N0k7V2+J9/uqx9n9u5UlrEx6eO8vukyS1wc5MSt8DtKUleXiL649y5LlUdzgrcg/Wzwd27dy0Oi9VqNceOHcv4+Hj+888/LFWqFOvUqWPJm5SUxGHDhhEACxYsyL8mTxYrh56eZI0awpdbqVJkSmFSvXrC31JaDpxv3xbOoI1G8sABEUnr1i2xb9gwJhYowDVr1nCyMmF/BbZ+T/J5efHD0aOzobVcw7fffksA3JbCTPQGxOR63bp15J9/shBshQpqq//3pDVGFC7sFrqlw3M7Lv38c86/vxxIxubNuXTQIEYULEg/P79UZuIGg4FqtZohISH87LPPuHbtWnbq1InNmjXjBEUTrlq1atRoNLx9+zarVq1KsyBuxYoVLm3S7O5L+fLlo4eHR7acy1Vkh8CNJF955RUWK1YsWTtYwayxXbdu3acuiI6ZzZs308/Pjz179kw33+PHj/nuu++yUKFClve1j48PNRoN+/TpwzNnznDv3r1cunQpP/roI3p7e2dshmqHxYsXs1KlShYhtk6nsyy8PQmzZs2yBLV4moVu1ly/ft2i6WedPAGWgBCchSjbiun1fK9lS056/XWG+fhQL0msCGH6WRlgMYhADVUArjOPeRERFm01AmIBs2xZhsgyAbCylxdPh4amOV5OypuXALhX8S9mEbj17Ut+9ZWIcptLGTNmDHU6XbqCal665Hz0SEkSGuENGgjXKE/BezHNpFLZarht2+ay9n1u50r2SEoSyi+uvn9ugduzxZQpU1itWjV6e3szJCSEbdu25dmzZ23yNGzYMNULo1+/fg6fwy1wewqTLIsXwpdf2jfby2Hcg/Wzg8lk4sOHDzlhwgRqNBqWLl2aR48e5bJlywggldPm3bt3EwC/+vxzsmdPMTkpX14I3Ly9U/tqqlFDBHRwZPxISiKPHRNmACQ5Zw4Tw8Mtq7bFkOx8uDbEqnI1jYYdXnklC1omazAajaxTuzZLBwTYODw+p1zbtm3byJ49+RWEc+QhAL8E+LuVo+lr6Y0NbqFbmjy341J0tFixz+n3VlpJrycXL+bEiRMJgO3atUtlPnf9+nXmz5+fADhw4EBu27aNe/fu5ZEjR3j69GlevHiR169fZ6VKlajRaCzHLVy4kB4eHjQ7Zn/gokludvalbt26EQBfeumlLD+XK8kugdvBgwcJgIsWLUq1b/PmzbRxh/CUkZiYyCpVqrBly5aMj4/n5MmT+e6776bZr0wmE//++2/OmTOH48aN4xXFt6HZvA4Ad+zYQQD84YcfnKrLgAEDxPtVllmlShUuWbLEpb7Vrl69SgB85Rl6X5PinX3+/HnOmTOHHTp0YPGiRan38KBOo6Feq7UJAuHj48NevXpxSevW9sc6SSILFhTzInOAGC8v4UJDcaPhBzDCgXFzaEAAAfBS+fLkJ58wccsWMSY94y5pMuL06dPUaDQcP358+hknTnT8HeTlJe6NVisCDT2pQ/ycSC7QRDXz3M6V7NGrV9bcL7fA7dmiRYsWXLhwIU+ePMmjR4+yVatWLFiwoI3/hoYNG7JPnz68ceOGJTkjPHML3J7ypFaTrVqRK1Y8NRFQ3YP1s8mJEydYunRp1qtXj9HR0fTy8uLEiRNt8mzfvp0AuHfvXuFzEBBabQ0bimdKmTRakk5H1qpFWk+O0usXZvNQk4kcPZqJnp42ZhLLAJZB6mhhDkVze0o4duwYVSoVX86bl//JMglwq3Idp0+ftuuk9xGSHS5nOCYUKkSmt/L7nPJcj0vVq+f8u8peKlKEPHqUly5dooeHB0eOHGm3+iVKlLB53tNLOp3O5tioqCg2btxYPD8aDT///PMnbs7s7EsvvvgiAaQai592skvgRpKvv/46AwMDU2lFmkwmNmrUiMWLF0/fsXoOkZiYyLCwMPbr148ff/wx1Wo1NRqNUwEfjh07Rl9fX0v/NxqNrFatGitVqsTp06dz+fLl3LNnT4Yab4GBgfTz88vS6K46nY4lS5bMsvKzm4SEBMqyzDx58nDq1Kk2Zu0XqlQhixUTpp0hIcIawN4YWLKkJVLzRYgFxdIZjJuPIHzBAWBciRKkyfRcvN+MRiMbNmzIYsWKZdxPa9XK3DvJThCfNPMp87enIiluYVzB89CXHOKjj7LufrkFbs82t2/fJgBut/Kb1LBhQw4ZMiTTZboFbs9QCggg337bpQNvZnAP1s8uc+fOpUql4qNHjzhw4ED6+PjwktWK6Z07dxgaGso8efLw08mT+XjIEDGRDAgQQrc8eYTAyFrV/b33RFQsc3/444/U/kSsXz6xsSIqYadOTGzRInXkLYAxACOR/JGd8Iw5BF69ejVDQkLYXjEZ6afTMTxvXhqOHUtlBmFUJneXAJ4BxOQ9o7EgMJD8/fecvsyniud6XHrzzZx/P6VML71kee4nTZpEX19fPn78OFXVDQaD5Tnv3LkzZ8+ezcjISE6ZMoUTJkzgmDFj+P777/Odd97hgAEDuGzZMrtNsHbtWnp7exMAy5Yty6tmn5GZIDv7ksFgYGhoKK19PD4LZKfAzfxeeuONN1LtO3PmDAsXLsySJUtmefRaZ0lMTGTLli3p4+Nj8dHWp08fVqpUyaHj9+3bx8DAQFaqVInBwcF8+eWXSZI//fQTy5YtSx8fH8uzo1KpWLFiRfbp04eff/45t2zZwuvXr9NkMvHChQsEYGm/pKQk3r17lzdv3uR///3Hq1ev8tKlSzxx4gQ3btzIBQsWcPLkyRw4cCB79epl0bTLiJo1axIAX3vttcw12FNGXFycRdj54osv0mAwcN68eQTAaUg7gEJaqbhyrw6kk+cSQH8l37DAQLF9797n4v02YcIESpKUahyMi4vj4cOHkzeYTM+mltqTJLMrFhfwPPSlDPn++6y9X8+pwE2NXMKjR48AAIGBgTbbv//+eyxduhR58uTByy+/jA8//BCenp52y0hISEBCQoLl9+PHjwEABoMBBoMhi2qeA2i1gF6f07VwLfHxwIIFIlWtCvTsCXToAHh4ZGs1zP0kV/WX54SwsDAYjUY8evQIH330EdatW4eBAwdizZo1AAA/Pz/s3LkTn3zyCcZMnIhpfn7Y+s47KP2//wGXLwOlSwPR0cC9e4DRKAr95Rdgzx7gu++AggVFHqNR5PH3F3nu3AH27we2bwdq1wbGjQOuXoXB1xcAYEjxrGoAvF6iBMacPo2JH30ESZKeqf7WunVrjBw5EiOGD0cNX18ci4nBiF69wB9/hEGrteRbbTTijcREDAfwsdIGhsREIDQUSEgAEhPtnyAuDnjlFWDiRGDw4Gy4oqef53pcioh4et53sgyMGgWMGAFIEmAw4O7duwgNDYWHh0eq+zNr1izL/7Vq1UL//v0zPIW9exwVFYW+ffti2bJlOHXqFCIiItC9e3fMnTvX6UvI7r60Z88eFC1aFJ988gnq16+fLed8UkiCZLa0kZ+fHyZPnoy+ffuif//+qFOnjmVf0aJFsWLFCtSsWROLFy/GW2+9leX1cRSDwYBu3brh9u3bOHz4MCpWrIh9+/Y5NN9es2YNunXrhooVK2L8+PH44IMPcO/ePRgMBrz88st4+eWXAYjvgosXL+LQoUM4cOAA9uzZg0WLFlnK9/Pzg4cyR9y3bx/y5cuHW7duwWh+f6dBSEgI8ubNi1u3bmHbtm3YvHkzChYsmO4x27ZtQ7169bBq1SpMnToV77//vqNN9VSiUqlw5MgRlCpVCr/99hs+/vhjdOnSBQAwUklaSQIgngedSoVqsoyvZBlFZdmmrIVJSfjbYEBXlQoVtVrYu/v3TSaUTEhAIoBZajUGVq4Mw+7dwKefwrB4MYDc+37btGkTJk6ciA8//BD169e3XOfjx4/xyiuvYOfOnXjttdcwd+5c+JhM4t3ytLzzspqAAJFcdO+f67kSAOzdC7z9dtb2n6Qkl92vpwFH+4pEkllclyzHZDKhTZs2ePjwIXbt2mXZ/s033yAiIgLh4eE4fvw4Ro4ciRo1amD16tV2y5kwYQImTpyYavuyZcvSFNK5ceMmd7Bz507MmDEDkZGRKFasGHbv3o3p06fj448/RtmyZW3y3rlzBx999BFI4tNPP4U+myc3GzZswIIFC7Bo0SJ4e3tn67ldQVJSEjZv3owzZ84gf/78aNeuHXQ6nWW/0WhE79698eDBA6jVasyfPx/+ZgGlGze5BKPRiIEDB6JEiRJ47733bPbFxsaif//+loW/Xr16WQQJztKuXTu720NDQzFu3Djkz58/U+VmF6+//jp0Oh2+/fZbxMTEICAgIKerlC59+vRBbGwsvv/++2w5n9FoxKhRo/Dw4UNERkbCz8/PZn/Xrl1Rv3599O3bN1vq4wxHjx7FhAkTEBgYiMTERDRs2BB9+vRJM/+GDRswb9481K5dG4MGDULnzp0BAJIkYd68eQgODk73fEajETdv3sS1a9dw7do1nDp1Cjdv3kTZsmURGBiIwMBA+Pr6QqVSQZZlS/Lw8EBgYCACAgKg0WgAALdu3cKHH34ISZIwefJkhISEpHtuk8mEDh06oGjRovj000+dbKmni8TERHTt2hUJCQkoW7YsPvjgA3h6euLMmTM4fPgwLl26hLt370KSJKhUKty8eRNRUVGoU6cORowYYVPWzJkzsWPHDvzwww/QWi26WbNlyxZ88cUX6NGjB9q2bZsdl/hUcPv2bbz33nsoUaIEPvjgA8iKsDIqKgofffQRrl+/jiZNmmDdunUYP348KleunMM1duPm+SI2NhadO3fGo0eP4KsoStgjVwjcBgwYgN9++w27du1Kd+L4xx9/oEmTJrhw4QKKFi2aar89DbcCBQrg7t276TbiM8eLLwK7d+d0LbIPWRbXPHiw0CDKQgwGA37//Xc0a9bMMilz82xw5swZvPzyy7h69Sp69eqFTz75BOHh4ejevTuGDBmC4sWL2+Q/e/Ys6tSpg/JBQViuViP8v/+AEiWAPHmAmBjg6FGhzVasGLB2LXD1qv3+l5gIqFTA6tVCO9PLCwgLg2HOHPxeqBCajR8PDSlWLe/eBe7fR+eQEPwXHo4/d+zInsZxFaRY3YqNBby9xXXfvQu0agWcO2fJ9rfJhLIJCXhJrcZmoxEfqFQYo9GIZ1mlEpn8/YV2YEZUrw58/z0QFpY11/QM8FyPSwsXAu++m9O1APr3B6ZNs/y8ceMGBg4ciF9//RV79uxB1apVLfv27duHli1bIiYmBi+//DLWrVuHadOmYejQoZk6taenJ0qXLo0ffvgBOp0OarUaEyZMwMKFCwGIOdTMmTMtH3PpkRN9ady4cfjkk08gSRJIombNmli1ahXy5MmTLed3lqJFiyIqKgq3b9/OtnNevXoVtWvXtmgcWd+bfv36Ye3atTh06BDyXbkC9O4NdO8ODBkiLB5yAOt+1K5dO/z+++8AgG7duuGrr76CShnnJUVLCgC++OILDBs2DIMHD8ann36K/fv3o0GDBmjfvj3++usvVK1aFT///LPNMVnNlStXUK9ePbRs2RLffPMNACFY69atG/755x9LPnOdjhw5Ar1ej3v37mVbHbOCYcOG4YsvvkCRIkXw22+/oXDhwunmr1ChAs6dO4fz3t6ISEqy2RceF4coAFHpLFx+YDDg06QkHNfpUCrFOGXQ6/H7ggVodugQNJGRQLt2Ytx3YDx7mtm+fbtF+Lx3716LBZfJZELTpk1x9uxZ/Prrr9ixYwfGjBmDmzdvwuf6daBevWQNIpVKaIA9eCDmo97ewhIjt7BwIdC+vcuKe27nSo8eAc2a2czDs4wrV4AUi0LPMo8fP0ZwcHCGAjdkrWVr1vP2228zf/78vHjxYoZ5o6Oj+X/2rjs8iuINv7u319ILJJCQBEhC7z10EOlSFAVBQQVEkCYCCoogCAqiUn4gCCIoIooFLKhUlQ4KUgUEpHcIPfXu/f0xe5e75C65Sw/c+zzfk9zs7MzszOzsN998BQB/+eUXl8r2+HC7D6lhQ3L16jzrWo/9f9FGUlISZ8+eTR8fH0ZFRREQ/kJ0Oh1/++23DPm3bt3KsLAwhvr78/eQEBGFq25dslo1smTJtHl36JC44fffM49aeuOG9d/kW7fEXHroIeGTo359MjaW9PFhtNHIEY0a5fbj5z+2bCErVXL4rs5BWoCINpZ0RUmLOinLoj8s6Zk5/C1Vivzzz4J+2gLDA70uffJJwX93OnWy891469Yt1qhRgyVLluTnn39u19xp06ZRkiRqNBouXryYmzdvJgBOmTIl213g5+fHMmXKZEjfv3+/NQJqaGgod+7cmWVZBTWX6tWrx/LlyzMuLo6AiCi5cuXKfG2Dq8hPH262+OOPP6jRaDh48GC79AsXLjAoKIiKorBnz56MP3WKHD6crFyZ/OeffG8nmXEe/fDDD9ZvrqIoLFasGGVZppeXF4ODgxkZGUkAHDlyJM1mM0ny2WefJQDWrVuXK1euJAA+8sgjdr5X8wOTJ0+mwWDgmTNnaDKZWLVqVQIiUIkjio2Nzdf25QUOHTrE8uXLEwAjIyOd5psxYwYDAgIIgB1DQ0mASQArA2wJ8Gn1Gz8qizW0u5qvJ8BaABvZXEs2GsVcsuW5unTJx97IXdy5c4dDhgwhADZt2jTD/nbx4sUE0vxaNmzY0OrDkEePpvWBry9ZrhwZHFzw38C8oFKlMg9Elg08kLxScjLZsmX+jdsD6sMN+dSeXIfZbOaLL77IsLAwHnUxKp2Fcd27d69L+T0Ct/uY6tcn88AJ8wO5WN+H+O+//9i0aVPKssz33nuPLVu2ZEBAAI8cOZIh78WLF9msWTNqJImLNRqyQgUReatmTTHXJIkcPFhsbObOJdNFk8uA1FSSZPKRI2IuBQWRzZuTPj5kixZk06YM1mr5dqVKefHoeQuzmdy7l3znHbJx4yzf084QTHYrRUlLTx8hS5IEY6nXZ16ewUB++mlB90CB4IFelz79tGC/NbVrkzbR081mMzt27Eg/Pz/u27fPrqndu3cnAAYFBfHw4cMkyZ07dxLIWaTOqKgo+vv7O70+evRoyrJMAOzVq1emDvYLw1zatGkT9Xo9DQZDoeTPCkrgRpLFihWjoii8YzPnSPLq1aucOXMmAwICWL58eZ49cYIcM4YMCyP//Tff2+loHj322GMEwNq1a3P8+PGcN28eZ86cybfffpuvvfYaFy5caBW23b59mwAoSRLnz59Pkvzuu+9YokQJAmDJkiXZoUMHfvjhh7xy5UqePsulS5cYEBBAjUbD4sWLEwCffvrpPK2zMODu3bsEwJYtWzq8fvPmTWv0WZ1Wy9nqmrgH9tGVvZF1kIVONvll9e9m9ZpV4JYuwBS3b3f/oRITyb59yY4dyfnzyfRr4d274vDus88EP0MKp/3uBCVJTCRtD3CvXyf/+49cs4Z/TJzImLJlaTAYOGPGDJrSBdm6ceMGQ0JC2L17d5Lk0aNHCYDLly9PK9s2aIJtEK/8IqNRHD7Xrk22aUP27CmC2r36Kvnmm+TkyeSkSWL9ef55kadECffryYWo2+lRGL5v+QqzOf8DS3kEbkULAwcOpL+/P3/77TdeuHDBSvfu3SNJHjt2jBMnTuSff/7J//77j6tWrWLZsmXZtGlTl+vwCNweAGrXLk37KBfwwC3W9zGSk5OtJ+gfPP00y5cpwwoVKjiMCpry55/sK0nUSBJXK4qIWgoIIRkghEEjRwpGY8EC8ocf0pi19PjwQxHqfu3aNCbSUl5MDM0+PtRKEueUK5enz59r2L6dfO01mhs04G2jkWY33s/dANsDXJH+Wni4iFhaooQQttkK5LKiF14gExIKulfyFQ/0ulSQGm7R0RkiqK1Zs4YA+N1339mlp6SkUJIkli1blklJSVyxYgU7d+5s1ZYZN25ctrugbt26VBQl0zwnTpxgbGwsATAgIIDr1q1zmK+wzKUnnniCFi2iJk2acM6cObx7967DvPHx8ezYsSNjY2O5ZMmSPG9bQQrcqlatyr59+zq9fuTIEYaEhPCZZ54RCb//LrSM83kT5GgeHThwgADYrVu3LO+3aLSNGDHCLj0+Pp5ffvklX3/9dbZo0YIajYZRUVG8evVqrj+DLa5cucIPP/yQoaGhlCSJ48ePL3SRYXMbFmGPs8irQ4cOJQAGBwfTIiy7DXC9+v8kgLMA/uXCWnoX4GqANwEeU+/vq15zKnArWZL8/vu0A48DB4RAyoLERN7+4Qd2a9iQ702bJtK+/14Iiyxl1KxJ7txJfvmlOAz99NO0A7+vvhK8XK9eIiL9hg0ZO+G778QBo3qQSpLs0YO0aK3duEGWLMnLAJ/x9ycAxhkMPOJEWDh//nwCsEaafu211+jv788EW55m4MC8/a7p9WLN6NKFHDVK8Ky//CL2UjnZL//3H7l4Mfnss2T58pkLC5s2te/TXEJh+b7lG4YPz3++yCNwK1qwPR2xpU8++YQkefr0aTZt2pRBQUHU6/WMiYnhqFGj3BKeeQRuDwgpivho5MIm/IFbrO9zmM1mPvHEEyxVogS7tWlDADx//rx9pqNHybAwpgB8BKC3LPPP4sWFKn+lSuLvY48J4VBUlJhzK1aQZ89mrPD4cTEPzWYmJyWJuRQRIZgLgGzWjAktWhAAPytVKl/6IFu4eZOmmTO5LiqKr0KYg5RTFBpkmYoksYRGw9IaDWO0WnbQaPiFTsd72X13LWalFrKYnGZG1avnqqC9sOOBXpc+/rhgviuhoeSxYxma07x5c9atW9eqqWPBt99+SwCcNm0aT506ZeVpFEVhQEAAN2/enO0usGgOpdeWcISpU6dSURQCYMeOHe03ciz4ufTjjz8yJCSEAGgwGFiiRAlKkmTtr7CwMKtpbHJyMp9//nlqNBoCsP4NDg7m7DzQjrCgIAVuDRs2ZLNmzZhoK1hIh1mzZlGWZaFFmZBAenmRcXHkrVv51k5n86hEiRLU6XQcPHgwV6xY4ZT/9vf3p06ny1J77cSJEwwODmbr1q2Zmgcb9PRISUnhhAkTKMsymzRpwtOnT+d5nQWJsLAwarVahweRR48epdFopO0ebRLA5er/C3KwvnoB1ABsCHC3Xu9Y4GYhSRLaVuXLk23bkoMGkf37c26LFtTbtK2BtzfnALzgrN569YSVgaNr3t7kww/buQ6wCuckiXziCXLdOiFMmjWL/PZbctYspr77LudptQyUJAbKMucBTAVIVXkkPSzfiYsXL9JkMjEiIoIDBgywz3TnjnBtktNvWMmS4pmGDCFnziR//lkICl34juQK7twh9+8nf/1VWIeMGiXGbuZMp/2TUxT09y1fMXZswfBGHoGbB+nhEbg9YFS1qsMNkjt4oBbrBwR//fUXLQzZ+++/b39x504yJMQ6h+4ArCdJDNXpeFFRyDp1hJ8JWRZ+3Z54QpwKTp9Obt2asbL4eMFIXL7M5DNnxFzq3FkI7QBSkvifysCu1uvz5IQvR9i6lab+/blAr2dZdXPrZbMZBsASAF8DOFaSOBJgA/V5fGWZCzQaEqAZ4C1X39vixcXf8HB7U4qsyGAQ45BfzGMB4oFel+bMyf9vSUAAuXu3w+aUKFGCY8aMyZDeo0cPAuClS5fYtWtXAuCePXtypQtGjx5NADzkopD5woULrFGjBgHQ29ubX3/9tfVaQc2lgwcPsnLlyrQIIYcPH24VICYlJXHx4sVs1aoVNRoNFUVh//79aSuEW716NZOSkjhkyBDq9XoCoL+/P6dMmeKSINIdFKTA7auvvqJOp2OdOnWc+jJLTExkREQEe/ToYf9+PPGEe6ZxOYCzebRgwQKrYNTWh2pYWBibNGnCoUOHcsWKFQTA6tWru1TX2rVrKcsy+/Xrx7OODrryAH/88QcjIiIYGhrKc+fO5UudBYF58+YRAD/44ANr2pYtWxgUFMSQkBCr/7Z+TzxBLcBYgOUg/LMey8Ea+zXAKHV+dFD9OToSuJ2FMEcNV6kkhAmrxSzVG+AygE1hr7zR3t02bduWsXMGDxbXoqJ4oVQppgC8BnBsQAC7+/iwsV7PcJ2OAPhsYCAvW8rK5DD10KFDtGhI//zzzwTAbY7qvnVLaNK50nadjqxShXzySXLqVHLNGvLy5VyYHUUPDwyv9MYbBbfX9gjcPEgPj8Ct6NM1gFvduadYMXLHjmx37QOzWD9g+OmnnzJqmMyc6dBv2EWAxQE+FhUlNNpq1RKnjbVrk6NHC9ODp58mr14lVT9NVpw+Td6+TX7xRZrArW1bO9X67yEYwpOAYIwKCvHxwh/bN9+IE9DoaBLgVFXA1h7gZICRGg39ZJmlVB9RQEZG+yjA59T7YhSFRvX/R7XaNCY0PaU3N/DzEwJOjUaQjSA0U6pdm9y1q+D6MR/wQK9L772X/98eBwFWSHLfvn1UFMVuc2pBZGQkvb29SZIPP/wwJUnKtS5YsmQJAXDp0qVu3Td//nzq1A1h06ZNefPmzXyfS/Hx8WyjahcDYIcOHTLlyTZv3mzV0LNQesFlSkoKx4wZQ29vb1qEimPGjMk1E8CCFLiR5K5duxgVFcWgoCCnQcKmTZtGWZZpCgqyn7tdu5IOtJVyG1nNoxMnTnDOnDns2bMnq1WrxsDAQKufQQtpNBqX+fO5c+cSgMPgIXmF48ePU6PRWP1t3Y9ISkqiRRvWgt9//50A2K9fP/bt25cA+NVXXzEuOpoSQB8IwVdO19nR6jz4TqvNIHBbBHG4Z5krgQCDARaDEPq1ADgCIoCD5Z67AJeo+Vu705aYGGHpYMHdu4InAki9nl/o9dRJEpvodCyl19NPltlClvmUonAUwC3py2vTxml/m81mNm3alDExMaxbty7r16+fQVvaDtu2CZ6zTx8hAJw4kfzgA3LJEnLtWuG/8T43fXYHDwSv9NZb+c8T2dIDKnBT4IEH9ynuAYiWJNwgsQpAJ1duunoVaNUK+PlnoFGjvG2gB0UG7du3T/tx6RLQty/w008O84YCeBfAM6dO4b8WLVDGbBYXUlKA774Tobf79QMuXAD69we2bgUkSeRJSAAMBuCPP4DOnUWajw8QHCzmJoAyaj0HAUS9954oL69w8SJw8qSg//4DDh4E/vkHOH5chBEHgGbNgN9/x20ATwH4noQC4FcAqwE0liRsMpsRQKKyJOEsiRgAxRQFUWYzagCYbDZjIYl6AA6npiLKYIBSqhTePHUK1TUaLDWZ0DJ92zQaIDXVPu3YMcBkEv+bzYBWK/o9M/z1F1CvHvDss8BbbwElS2a7uzwohEhMzN/6unYV70Q67N69G0888QRiY2MxcOBAu2svv/wyTp8+jbZt2wIAKlSogLVr1+L06dOIjIzMcZNq1KgBADh06JBb9z3//PPo0aMHOnbsiD/++AMhISGYNWsWQkNDc9ymrJCamophw4Zh/vz5MJlMqF69Or788kuUL18+0/saNWqEv//+G5s3b0ZERAQ6dOiADRs2WPsAABRFwZQpU/DWW29h6tSpmDp1Kt5++228//77eP755zF9+nTodLpstz0xMRE3b95ElSpVsl1GTqHVanH9+nW0bdsWn3/+OXr27Gl3XdmxA0YA8vXr9jd+9x3QsyfwySeAr2/+NTgdypQpg0GDBmHQoEF26f/++y9++eUXnDt3DlOnTsWjjz6KdevWZVnegAEDMHfuXBgMhrxqsh1IokePHtBqtXjyySfzpc6CgE6ng4+PDzZt2oRXXnkF58+fR2pqKoxGIyZNmoTQ0FDcunULAwcOxPTp07Ht2WdxB4AxF+r+Rv37L4lyNulnAbwH4CIAPYAkABsA1MiiPC8ApdX/jwNIBODSbPHzA+LjgSNHgF27gKNHwdmzsRPAJwYD5t+8iY5aLX5LTUUtWcZSsxkRgOBRHKF2badVSZKEefPmoXr16jh27BjWrVsHycI/OkKDBoI88AAAZs4EXn+9oFvxYCJ/5H9FEx4Nt6JNSZGR7Kaezi9R0/4BOANCSyjT+318hDNhN/FAnI48qEhNFVGRAgOdzxvVef81gIok8ZWSJYW2VZMmZI0aQgvss8+E1s3XX4uTppQU4cz37l3yxx/JP/4gR45k8pgxYi4NGmRXhxlgBVlmK51OBCD4/PPceb6kJNGmvn1FW9WADzcBXgeYCPAewAMQWnzWNqnRRhfB3iTjcUniL7LMlJIlyUaNyIAAmiAii30K4culH8DikkSdJLG1LHMGwK/U68kAzwcH86HAQEoQZqgp2VkLihUTmoYW09PMyMtL+LW4z07gHuh1ady4/PvuSBKZLvKoBeXLl2e1atX4rxoR8u7duzxz5gw3bdpEAIyIiLBqWC1cuJCATeS5HCIlJUW8k06cm7uCFStW0MvLiwBYtmzZPDXNmzdvnlX7rESJEk61tLKCJYqiKxpGs2fPtjp312q1fOaZZ3j79u1s1RsUFEQANBqNBU6AgyiShw5xpiRRL0nCX5QjymOfbrmxJhkMBkZFRbmU1/JO/fHHH9muz10MGjSIANz3F+jI+X4hQFJSEv/8808uXryYo0aNYufOndmxY0caDAaGhYXZff9tg7xYgit88sknBMDKENpkOV1vF0D4cgNALy8vdpBl+qq/y0CYrR6AMB8NRNaRUC3UG2nRUEurv4cB7OLlxbcVhVtgrxlHgAwM5A0/P+40GDiheHHGqHuPMEXhVL2eZkXhLVl2rQ0//JDlWMyaNYv9+vXLy+F+IHFf80oLF+YfL5QZ3Wf8tcekNBfgEbjdH3TN5v/+SGMIfga4EeB5Z/d6ezs1DXKG+3qxfpCxZo3w8ZfVfIuJEQIegG+r8+yv6tXTBG7NmglTg4EDhQPY334jz5whly4VvnS+/lpEe3rvPSZ/+KGYSx06kC1b2tWzWi37a8s8/fPPnD3fd99ZI3Ndh2Bk+wAsn86Ex0K+Gg13W9pTqxYJIQjcDfALgPthw9yGhZENGojyDQZSq7Uzxb0M8AOArVXBm6WOeer1VICTFUU4SJZl/gTwiCvvfvHi9tFLvb1dj2YaEECOH3/fMAYP9Lo0alT+fW86dHDYhNTUVIfvkS2FhoYyNjaW5cqVY0REBAFw1KhRudYNiqKwQYMGOSojISGB7dq1IyD8qE2zRPbLJVy7do01a9akRVg1Y8aMHJep0+kYGxvrcv4lS5awZMmSBITJ4uOPP85r1665VWdBm5SSFNECL1zg/PnzqdFoeNnWJ9Py5Vyjzrt/LXM3PFyse7bzOS6OzKM1I6dr0saNGwmAw4cPzzLv1q1bGRwczF69emWrruzCbDbz5ZdfJgBOnDjRoenfnj17OGzYMG6wCNl27yZbt87XdrqK3r17W9er0qVLs23btuzUqRM7d+7MU6dO8eLFi7x+/Tp3796dwTw7Sn2nAHBQLq65JoCjFcUqXLb4ZjOof08AfFP9/003yl0CsJbN+uwty2yu09Fb5YkMsswRXl6konCM0cjiNmbsPpLEZwCuCw52LtB2RhqNiFzqDuLjhf/pB8AfrUMkJYlIqQMGCB/JPXu6vXez4L7llX74Qcyt/OKFMqP7hK+2wCNwywV4BG73Hx0FWF11yFvB5mM6DODfju7x8SGdhOd2hPt2sX4QYTIJ/2R16rg3z1Q/Iv+oc+u7cuXI5s1FdKvWrUWUpdq104Rwzz0nnPe/8grZsSOpbu6SP/lEzKWOHYXz23Q+y2objexl+V2ypPD/lh38+Scpy0wG2Feno16SqAFYW6PhixCM59cQWmdLAP4GEQhhiqXuKlVy7f28p9fzBoST4wo6HeNtrm0BGGUjkKuq1/Ogo3KqVBGCzZgY+3RLtDB32uTnR44cSRZxp9cP9LqUn2Hv161z2IRLly5Z560z8vHxoY+PD729vent7U1fX1+uWLEi17rBz8+PpUuXznE5ycnJnDBhAv39/QmA5cuXd+qc3x0sWrTI6i+uc+fOueZPrVGjRgTAZs2auXXft99+y6ioKAKgLMvs0KEDL1y44NK9hULgpuL06dMEwIULF6Yl/vorr0IIEfpa5m758uKbpNXaz2kXBFrZQU7XJIvg99KlS5nm27p1KxVFYcOGDe2FjvkEs9nMt956iwA4dOhQ/vfff7x37x4/++wzxsXFWd//rl27ihveeIPMZ8Ggq+jRowfr1q2bLc3Phx9+2Pqs63J53U02Gvntt9+ydboATYA4VDcB9IUIkOCShpkkcQPAaI2GeknieEmyauSlyDLXq2U/D/Bq/frUAOwFEXxhF5C9iOsWatzYvY797780QXlQEPnCC+TFi26PT5HFsWPOD8MfeYR0cc224L7klbZvF9Yb+cUHZUUegZsH6eERuN3ftAZgdy8v64kY4ORjXKyY+Ki5gPtysX7QcPky+e67ZJkyOZpf7QCGKAqvNWwohG0tWoh3r3VrQc2bk5UrCw0x1XyTTZqIupcsYfLEiWIujR9P1q9PdupkV/5ogCUVJc3Mslw5MovNh0OMGEECnANxOvw2wAuZPNd6CFMNi5k2K1TI3XfT359/GQwMkGWGaDRsqih8WVF4A8Ks9T+1rZZ3toUkcSFszE2jo8nY2Nxtk04nAl3kUtTI/MYDvS4NG5Y/35Ry5Zw2ISkpyao1tX79+vx7dhtERUXR398/x+VY5tK9e/fYs2dPWgRS06dPz1Z5t2/ftgrFvLy8+IML5lTuwGQyMTIykhqNhidOnHD7/nXr1rFcuXIEQEmS2LJlyywFjIVJ4DZ79mwCSNOgIkWQGAhNZgBcZfn2+PuTFSuKgyDLvFaUHEdvd4ScrkleXl4MDw93et104gTj+/dnw4YNWbNmzQJf++bOnUtJFQhZ/rZq1YrffPMNX3rpJUZERJCvvSb63EEU48KAbt26sUaNGtm6d82aNQTAKu4eerlAyUYjq1SpQgCsA/A4wC8Bfos0nv4tZDzk8EVG01AzwBGqtloTg4GHg4LEYZ1NnosQPNACgIsqVqSEzHkmt8jddfS558R9ttqp0dH3nVDDIe7eFe5CMuvP8HDSjXX/vuOVjhyxWt0UGrrP5qZH4JYL8AjcHgz6yWhkkCwzRJI4E+AdR/nq1HEpks99t1g/KNi7l5w8WZg+pmOuskNroZpdGI1C+8zbW5zC1a8vBG1RUeIj6O8vhG5xcWTp0mlllCnD5N27xVzasUNElHrjDbJ3b2ueXQAVgP0VRfhyA8TpaGKi68+dkmKNLvo0wIZZmFz+DWFO2sbfn8mW9FzUcLOSLPNfLy+OAvgkQC3AGK3WyjwnQ0RAHQiwnbp5KQ/wz/xYM5o0Ib/6Ks9MrfICD/S6lF8Ct7ffzrQZ8fHxfOihhxgYGMj4AmA469WrR0VRclxO+rm0c+dO+vv7U5Zlt00vV6xYQYPBQAB86KGHmJCQkOP2OcLixYspSRL1ej1N2TS72rp1K6tWrUrLZr1BgwY8cOCAw7yFSeC2cOFCSpLERNvvwj//kBDChUd0OhaXJC4GmFC1qjD3lyShhW2Z23Pm5Hq7crImWaJgDh061OH1uzdusL5qYgiAawoymrcNzp07x9WrV/N///sfD9tEKP/qq68IgJd9fUXf20a8LCSwRHl9//33s11GZV9fGiSJu2NjM2pSZpPWA6yqjnNxONdgMwEcBbAzwI4AG6v3jE6Xb6Ka/n4mZRHgQ5LEGK2WsRoNG+cCz2jhe9yyVNizJ81Nhp+ffVlDhmR7nIoMvv/etX5N78MyE9xXvNKFC/b7isJCD6jATYYHHjzgaJ+QgGtmM8qTGAYgUpbxP4ivrhV//gnMmFEg7fMgl3HmDLBqFfDee0Dv3kB4OFC9OvDaa8D27c4jR7mB0urf3sWLi/Lu3gUCAgBZFr8DA4HkZODOHeDaNREBNDkZKFsWUBTxt0kTUcg77wDlywMVKwIlSgCtWwO+vqijKFgAYEFqKibJ6lK+eTPwxBPA7dtZNzIxUUTmPH4cAHAeQFgWz/6qRoNIEl+npEBrSQwKcqtvXILZjJh79/A2RDTTFAApKSmYAmA0gBkAogDUBNCIRLSi4AhEJDIAWAvgIy8vfGs04hCAZAA/AVgG4EsAZ3LStk2bRB+HhQHPPQd88QVw+XJOSvQgL6HVZp0np9BoxFqSCQICAvDZZ58hISEBH330Ud63KR0iIyORmpqK1PSRfXOIunXr4ttvv4XZbEZ4eDgGDhyIGzduZHpPYmIi2rRpg8cffxwksWzZMqxbty7PIkj26dMHvr6+UBQFspw9tjcuLg779u3D3r17UbduXWzfvh1VqlRBzZo1sXPnTlSrVg2hoaEIDQ3F2bNnc/kJso+YmBiQxH///ZeWaBQxIiUAC5KTUU2W8QyANv/8gztly4ropBcviujYgIi+WAhgNpvx+eef46mnngIAjBkzxmG+ZaNHY1dCAj56/XWsWLECD+dlJG83EBYWhnbt2uHFF1+0i7YbpH5D79y+Lfo8NragmmgHkti0aRM6dOiAQYMGYdiwYRg+fHi2y9sxZgyqAOhw+jT2Nmtmz2O7CTOA3gAeAnAAgLe3N64A6OUkvwxgGoCVAH4AsAmAH4B5NnmWAHgDwKSgILyk3pMetyCioxpInElJwTGTCbtJvJ+DZ7GiRQsgIsK1vKmpgv+wrOdJSfbXFy4UkVPvZ5w86Vq+DRsE3/Yg4fZtoH171/vIg7xHfkj/iio8Gm4PDl0U8jU2kSRrYIXF6fMFBZF37mTatffV6cj9hGvXxIlfeHi+zal+ED5y9teuLczNmjQhK1UiH3qIrFkzLYhCo0YisIBeT9atK9Lq1WOyr6+YSxUqkKdOieewOIAPDhaaZcWL8w0I84b/bOuvVIncssW+D1JThXr5t9+SL71EhoRY8ycDDFUUjsrE3OOM+l5MTX9NDZqQI0oXSMFCe5Bm/qGVJIbIMqNlmb4W0xyAQbLMxgBHAryNNO3CzEgD8BFZ5mhZTtMOzAlJElmtmvDD99df+T27s8QDvS6NH5/373vbti41JSkpiVqt1v2ohbmAV199lQCcamW5Cmdzad68eSxWrJj1HRviQMMiPj6e48aNo4+PDwGhJZYf/NWhQ4cIgAMHDsy1Mo8dO8ZmzZpZzQMBYRJbokQJlihRgv3798+1unKCc+fOEYC9P8CrVzPM4c0AfSWJTfV63m7YUKSXKycC3YSEuO/IPQu4uiaZTCYuW7aMDRo0oKKa+kmSxC5dujgrmF0CA9nYYCBzwbdgfmDt2rUEwP8MBqEJX8Awm8384Ycf2LBhQwJglSpVuHTp0mxrh1rx77+8ALCMGniguE7nWgAkG+oLodkvqe9cRYAX9XquXLmSRoDhAH8BmJBJGSchoo9aeIgUCJ+7iiSxXyY8wVGb+2IUhc97eXE2wM5qwCenAdhcpS++cL0vJ07MurwPP8zZeBV2TJuWNV9m+d9F33j3Ba+Umip4krzme7JLHg03Dzx4cOEFwFeS0IRERzVtTvqT8OvXgeXL87tpHuQU8fFAo0bA7NnAuXP5Vu0MANEAuuzbh52SBEgSULy4OJH09RWabKmpwJYtwPnz4oTy77+FZsGNG2knl2XLitO5+fOB//0P8PcHunUDFi0CatXCaAC+qlamFYcOiWcuXhyIjARCQwEvL6Ep9+ijwAcf2GllLQZwKTUVT5FOn8fyNmTQddizByhTxr3OURTRBxakpGQ8oQVQA8AVALcBJJG4ZDbjmNmMWyTuAEgBcM1sxiYA7wLwAexOzdspCjYCsNR0G8BVADMBHCcxzWxGJwAvSBJypPdDAvv2AVOnArVrAw0bAtu25aRED3ILgYF5X8fjj7uULSEhASkpKfC1nfv5hMqVKwMA9uzZkyflDxgwAFeuXMEvv/wCRVGwdu1anDp1Ct9//z369euHiIgIBAYGYtKkSUhJScG8efOwbds2+Pn55Ul7bLFq1SoAQNeuXXOtzOjoaPz22284ffo0mqjayL1798aFCxdw4cKFAtFidISwsDBUrFgRq1evTkuUpAz5GgH4lcTulBS8sXUr0KwZcPQoUKOG+FYMGZJvbTabzfjyyy/RqFEjGAwG9OzZEzt27EB0dDSmTJmCO3fu4Lvvvst44717QLdu8I6Ph8lkEhrkRQC0fHfr1gUqVSrwtgwbNgyPPPIIJEnCjz/+iH379qFXr17Z1g61IiYGJSIisM9sxmsAriQnQ3ZDQ/4WgEUQ3/k2AKYAOAQgSG1XMUnCOQBtATTIpJwGAE4C6AzgXwAKhOa7lyThf2YzMr4dgndoIkkwGI04AuDf1FTMv3cP7QHslGXEaDTwcflJHKB4ccGbuYK//wYmTRL/S5KwMnC0jn75ZU5aVPiRlUa0LT+7eTOwbFnetqewYNQo4JdfCroVHqSDR+DmgQcQG/LKEB/wzgCaaTRY4Mi87vPP87dhHuQc774LHD6cvXsdbExchTeA78xmGE0m1D9yBI/+9RcOnT0rzFZlGTh7VpjqNG0qNjdVqwpBTWioELZZBAUhIcCECcCSJUBCAnDzpmDMExOBe/fgDeBlsxkfAFgFe4ETrl4VJrSXLwuTVRuYAfwN4GkAzwPoLkmolllXqNQ4/QVStNkdKIrLfVsMgsFOn9sbgMZB/och+qC9JOG02YyaAHqo1+4ACAbwIoCDJIZIEn4EMJ9EE1nGH+49hXNs2yZMgufNyzqvB3mLkiXzvo6WLV3K5u/vj0qVKmFbAQhja9SoAQA4dOhQntbTpk0bGI1GHD58GKVLl0bnzp3x8ccf49q1a3jooYewatUq3Lt3DwMGDMjTdthik2pO1KJFi1wvu1SpUliuHsTpdLpcLz830KlTJ/z4449CCAWIb4cDxAHoazZjuaLAtHUr0Lhx2jr92WdCsLxvX661KyUlBTt27MCMGTPw3HPPoXHjxggPD4dOp0OPHj2wbds2lClTxipkO3z4MMaMGQMvL6+Mhc2ZgyvFiuG177/HBgCHzWbxjS0CsDzPjZs3gWLFCrQt48aNw+zZszF37lxs3rwZHTp0gJQDPigDGjWCD4AnASiShE/cMPl/BeLb/jmAnwGkNyj+S6eD5Ug8xEkZZgA31f93AvhT/X+toqChRgO9k/suAbhEYlZCAsrZpE8EoGg02JiaihwdowwYALiyfiQlCfcFKSnit7c34Ey4/Mcf4jD3foW7LghGjxbuXe5nLFkCzJxZ0K3wwAGUgm6ABx4UFowl8aYsY4zZjEdNJoenXPjjD6Hplhd+qzzIG/z2W/buCwnJsW+usgD+NpuxDMAbd++i6vHjWGww4GkSKF0a0OuB/fsFs9SwoRAMXrwofOw0VkVb584JP296vRDMSZLw42YyWTdDrwHYDqALgOIaDZrJMh5NScGTajvMEH7LTkD4O/lDq8UfJhMum80IUhR8kpqKPk602w4CWK8oOOfjA83Nm+gC2J8cAkKIWKOGOHl1BYmJTjd9FiQD2AWhkVZGJWcM7QEAozUaRJpMKA+gbGgoOnp5YejJk2gqSThCQgJQArDalcoA3icxFsA4ALvNZrQAMBeARRSwGcAFNW9JAOUgBIBW6PUONfMAiPEZNEj45HFRA8qDPEBUVN6WX6yYeJddRPny5e39aeUTKlSoAAD4999/87yuqVOnYsOGDShVqhRWrlyJ06dP4969e3lerzMcPHjQ6sMtL2ARtOW2f7zcQqezZzH1yhX88MMP6NKlS6ab8CcBzExNxToAba5eFXl1OnFg8/XXgurUAd5+G3joIbcOpQ4ePIiBAwfi8OHDuHHjBlIsQgMVGo0GsizDZDKhQYMGWL9+vWPhWnr89BOWDx6MgRoNKMuI1mjQxWQSGm9FADVr1oSiKNh29SpqnDhRYO2YOnUqJk+ejOnTp2PgwIF5U0nt2sDy5agM4I1SpTDhzBl0CgxE/Sz8jX0D4BMAgQDaO8kTIMtWvv0RJ3lkANcBDIXQ7O8B8f3vqSiYlJiILRDanulhVP9avvYE8D2EZtx40qmAzyXo9cCLL7qW97XXgP37cRHAbgBSSgrqJScjODQUFy9cQAnbvGYz8Mkn4p77Ea5oXNryaOfOAVOmAJMn5227Cgp//gm88EKu+KH2IA+QD+atRRYeH24eckjLljnt2vvC/v9+g22UHp2uwOZNIsBnIfyHjY+M5L7KlWkODRW+JWRZ+Jfz9RX5FYXJkZFiLj38sIhkCpChoSJ63JYt5M2bIqqq6vssGcJ/2WsA41RfN8MAPg8wRPWZAoA6SWIjgGMkiRuqV2dihQpO22zx22ahBhqN8z6MiiK9vHKtvx7R6ezqBsD6ksRvHOR9Rb3ua+NPKT0pEFFMq8oyoxWFzwKUARrVvmmhRrV7UfX78YuTchZLkvBrFBGRNl6ZkZ9fmg++AsIDvS6dO5e377aLvmEsGDJkCCtVqpRHD5s5FEVh/fr1c1SGu3OpUaNG1Gg0Oaozp9DpdKyah76xLLzigAED8qyOnCD11Ck2bdqUkiRx+PDhvPfuu07nsxlgfVlmJb2eSYDwL1q3ruP8PXu6VP+BAwdYvXp16xpaokQJ1qxZkw0bNuS4ceO4evVqu8i9gYGBNBqNrvkMu32b5rg4BkoSOwC8bNu+P/7IZo/lP+rVqcNeGg1pNJK3buVr3Wazme+//z4B8I033sjbytautY5PMsA6AMsbjbyXyRq7X503MsD5Dq4nG41iTTIa2UvNe029dlv9ewVgWYBl1DpXQfh5e1zN3w1gIz8/RgKMd1DHHYBGSaJRlvkwwEoq39Bakhzmd4tcXTfWrrX6JWvh7W19n7xkmU3V/39LX3ZICHn3bt6OaUHhk0/c72u9njxxwmmRRZZXunpV8KR5yevkFnl8uHnggQcuwdYXigeFH97eaf+nM6vMT+gBfAShPfXemTOodvAgYm7dwhP79+N1AHfLlBF+zerVA3x80k6ptm4VZqGNGwPlygG7dwMffwx89JEw5SxVCgCgBdAKwFsAtqam4k2NBjMBrNNq0dtsxmoI/2u3SGwGMIVEi717oT18GJ8AeMeG3gNQHYBtvKxIRcGbJpPzPjx1Smi55RKOqeZPL8kyvoYwfd1B4jEAX6fL2wZAGIDbpNPyTACekWWcN5txPDUVP8oyXgQw2WzGLADxKSnooNXiPRLw9sY19b44SUJ1SYLFMHGtwSC0886cyRgN1lGEsVu3gGHD3Hp2D3IRITnSPcgaMTFuZQ8NDcWlS5fyqDGZw9vbGxcvXiyQugsKV69eRXJyMmrWrJlndRR2DTdNZCQ2bNiAd999F3PmzEGJsWNxxUleCcBHZjOOJifjHUBEzLxwQZjIp9fkdMFc7d69e6hXrx727duH5s2b49ixY7hw4QJ27NiB0aNHY9y4cWjXrh0CAgKs94wZMwYJCQl4++23nRf8zz/Y1r49pgcH47Vt2xBPYgiA4rZ5XI34WAjQqEkTbNZqhduI7GrlZwMpKSl48cUXMWLECLz66quYMGFC3lZos15qAXwM4EhCAjLzOFUJwq2EAcBzWRRv0ZvfDmFW6guhnR4NoeF/DUIzrAtEVPOvAFSB4CmeuXULNzUaDNBqM0RQ9QbwL4lxZjOuSRIijUasBvALiYAs2pQpdDrASbRdO1y9KkxJSZwBsPHuXcwGcBzAaLMZf6nZMuibXr58/7q2uHo16zzpzU6TkoSPs/sNzzwjeFIPCi08AjcPPHAXP/8szMU8KBooW7agW2CFAmAOgKskfgbQJiEB1+7cwQck2v39N44EBwM7d4ogBBUriptq1gSqVxcCOK1W+Hw7flz4arh+XTCwDhzmvmEyIR7AsZQUvAugHYRJZHofJb9CMLFjbGgkAIunnrYQTNxIAK2zekCLs+1cwA6TCYMBzDSb0Q3AZxAMNyD8qdiiBYQw8SMIvyzJAP6DMB25DuGjjgAOmM34FUAqgMuqoO0lAEMA7ElNxY8pKaJ/7t5FcwAdIMxQK5NoptFgKIB5CQmi0rJlM5pTnT0r/NNZYBmXlSuFOboH+Q9FEQFD8gpumJMCwKVLlxDqrs/DXEJAQABu3LiRr3Xmqv+nbMASJKJ69ep5VodF4JbeRLIwQaPRoMadO0hNScGtlBTMy2QOVgPwConxAAZv2YLEsDBg0yZMu3oVQ/V6JEKst39XqIBt27bhn3/+cVrWI488gnv37uHjjz/Gxo0bER0dnWVbX375ZXh7e+Pdd991nMFsxrT69dHw558xISUF/5Mk9Ic4cLKiZMm8NyfPRTRs2BCnEhNxAQC++ipf6jx58iRat26NBQsW4KOPPsLbb7+d9+9rqVJ2poDVAIQD2JbJGi0DmArgHsS3OjNYeIQOAOIhAiTcg+C9+kH4bzsKQAegE4BtADaqv4cBmGky4auUFHzqoOxwCP7oLxI/372LdnAg4HIX/ftnPU9JoE8fIfgG8AUAgyShN4TbkvEQfu0AYXKbAe+9V6CHzXmGNWuyzuPIdck33wC//5777SkovP8+8OOPBd0KD7KAR+DmgQfu4to1YOPGgm6FB64iDzda2YUeQpA1F8B6kwm/kDhz7x6qHDiAEeHhuCjLgGUTYzAIQdvOncInzZEjwin/nTtC4HPmjGDYqlcXgjobgU8AMmcIvwHQTf3/dQifZZsArIc40Y2EiApGAH62moKZ4fffgfbtAY2jkAauwxfAbAjh2jIAayAYZ0IEPUgPHwD9AdSFODkvDcF8BkJEJX1FUfA2gNpwHGwhPcIA/AjgWxKfA/jCZMJMtR4AwIkTghG2hUZjH0DC9vq4cS7U6kGewF3nyu7ATYHbiRMnULaADgFKlCiBu/e70+h0iFd9QwUHB+dZHZbojYVRwy0xMRGNGzeG0WhEqwkToADortHggytXrM7jHWEixPr7kcmED3ftwqnq1fHqnTuYnZQEI4AKAGrOm4eGDRuiUqVK8Pb2RlhYGKpUqYKyZctiwoQJWLp0KTZs2IDGjRvj2WefdbnNsizjxRdfxM2bNx1GezUtWoTPEhLwCITG9i2DAR8h3brevXuOgh7lN+rXrw8A2KnT2UfwzgOYzWbMmTMHVapUwfHjx7F27Vr0798/T+u0QlEyaB3HAdjmbKxCQgB/fwyC4EfmQfhNc4Y6EBvb9hDabNsghGzXACxQ80QD2ArBG3WF8Mv6MQR/MR9An8BADAZwzO2HcxO+vsAbb2Sd79137SxrdksSGuh0sD1mfQhAkKJYn9EO58/ffwHf/v4bWLcu63zO/Ly99NL94ets1y7g1VcLuhUeuACPwM0DD7KD+z3c9v2E2rULugVZogmAf8xmTCSx4MIFROzejV6JiTh48CB4964Q5KSmiuAEFy+K00pJAi5dEgE8EhOFc9ioKBF8wcXIX3shmExAMGyNIKKQtoTYvMgATqvXQ9zZqP/8s1Dbb9cux5ueYhCOvB9G9k+TDQDeSU1FnrMlqalCKCrLYszCw9Ou/fEHsGFDXrfAA0dwReDWpIn9eLkKNwRu169fx5YtW1ClShX368kFREZGIjU1tVAKhvIKFoGbrcliXsFUCDXfa9SogS1btiAiIgJ9evTA/ogIvB8Tg3tmM2b7+zu9TwYwWFEQB2CJToeRe/eCAAaFhqIFgFEAxtWqhbfeeguPP/44wsPDkZycjOPHj+Ps2bN488038fTTT8NoNOLnn392u92Tx4+HTlEwfsQIpI4ejcXNm6O8vz/CDQaUGzAAB1JT0VltJyxaxxZoNMCQrHShChdKlSqFkiVLYkfx4sL5eR5i+PDhGDx4MJ566ikcOHAAzZs3z9P6MiCdwC1ZlqFJP4YqUq9cwXt+ftgIEUTJC0BP9X9HGA7hPuInABn1/tNQC0BFpEUsfQrCNcU2AOXj4xGi1eIpjQZ5qrM6dmzWLg9+/13ks0E8ieB0PJ4PgGdSU7HUmYDpgw9y0NBCiFGjMh54OoIzodqePcCnjvQYixCuXQN69EiLWOtBoYYnSqkHHmQH330HfPihvfmYB4UTDRsWdAtcggHCXOEFsxlLAMy9dg0rXnsNs7Ra1JQkNA0PxwtBQQj08gLi44Ug68gRwbAFBwuhgtEo0mvVEhpwJHDokNM6JwK4C+B9CIHbdggNMQBIgdByu6H+LuvOJp0E3nkHGDkSmD9fCJv27gVOnhR+N27fFr40TCZBZrMQGt65A9y44RojVVgRHy8Ebj4+IuqsLcaNA1q2LJh2PchwReD2559AZKQQXPv5AVdsvFyVKQM4iyzqgomcBTNnzkRiYiIiIyNx8OBBTJ8+Hb/99htMJhNatmyJhQsX5lkkTQCIUf0nHT58OF+EfqdPn8bOnTthNBqzzpxH2L59OwAgMNChsVWuorAJMs1mM44cOYJmzZrhN4tfsM8/B+bOxbMQ5vGvwclBhlYL1KyJ98+cwUOXLuGkmtzl0iXM8fMTvikDAhxGQLx69SpatGiBypUrY+rUqfDx8cmQJ1Ps2oXzTz6JSqmp+Ds1FX7TpyOBRFcIIcl5CK3n+s7uf+SRQuVKwhVIkoR69eph586d4luZlCTWolxGYmIifv/9d3Tv3h3zCsq3l43wOxnCl5ojL2YXAgLwZFISfj9zBpEaDY6aTNgCocXWDsBl5ExrxA+wE6h9D+H3bRyAD1NSMBBAT40G800mBOWgHoeIiQFGjMg8z5kzwBNPZHBhE6/RINJBBN6DGg1qOCtr/35g/XoRWbioY8MG17TbssJrr4kI8q5abxQmJCYCnToJSwsPigQ8Gm4eeJAdeMxKiw5CQoDy5Qu6FS4jEOKU9oBej0mTJuE5EkpyMiadP4/SBw7g9V27cC4gQGi2AeJ0S5KEkColBac2b8ayAwcwNT4eaw8fzvSE9h8APQDMAmCG8IVmQTKEA+LBsoyyGg3Kpb85KEj4xspMmDF9ujiBa9wYmDZN+KbZsEGowe/bBxw8KIRSR48Cp08Ln3RJScC//wLffy9CuPfsCVSrJpwLFxWYzcDNm8JfTYMGaYL5rVuBb78t2LY9iHBF4JaQIATYSUlCcG1rEn3ypON7AgKsQUtcwa1bt5CYmIhBgwahSpUqWLx4Ma5evYqbN29iyZIl8Pf3xwsvvIDr16+7XKY7qFy5MgA4942VizCbzahbty6Sk5Px9dfpw5zkPRITE9G0aVMsXrwYxYoVQ8N8OHgpbBpu+/YJT5xxcXFpiVWqANeu4XEA55KT8Tcg5np6FwApKcDOnah99Sqams24CSBUUcSBjMVNgxMn3cWKFcP+/fuxfPlyRLnjR+3mTWDAAGypXx/RJ07gqCShJoDXSPwN4FsAkwF8gkyEbQDwXFau9Qsn6tevj13x8TAnJ4tvYC7i3LlzmDRpEqKjo3HgwAG0adMmV8t3Czb+2rYBuGM2o01IiFUbngA+KVsWVe7cwdHERCwEcNZkwkelSqEGgLEQJqIv57AZpSC04Warv3UQPm0BYCCET7d1JKpoNHBfRzMLzJ6dOU+TkAB07SqCHqi4AyBMo8EukwkB6TS3dgLYYDaja2Zr0P2i5TZliut5M7P2OH9e8KhFDWYz8NRTgp/0oOggP0KmFlW4Guq1yKFJk4IPC3w/UP/+Gbq2yIaUvt8xalTBzxc3yTbUPQFeADgSoJckEQDL6XQcFh7Ov6Kjmerryz9LlWKv4sWpgQgP763+DVQUDlUU3khXfg/1ui352Vy3pPlKEmcDfA/gywA/BLhJq+V6gIMAltVo2BngI7LMmrLM0QC3p38ef3/yp59yNobJyeTu3eTcueRTT5Flyxb4GGVJzZqR0dH2aTEx4lnyEQ/8ulS7ds7GsWlTUqfLmN62rVvN6NWrFwHwxRdf5NChQ/nLL79Yr82aNYuBgYEEQEVRuH///tzuBaakpBAAIyIisl2Gq3Np9erVBMDBgwdnu67sYteuXfT39ycAtmrViklJSXleJwB27Ngxz+txB4MHDyYA7ty50/5Cs2ZMio2lnyRxhCSRkkSGhzud/1PVb0FijRoiLTRU/K1SJdttS963T8yjl14ihw4la9YkFYUE2NVgYGWAt7LzrtaoQZrNOey5gsG6desIgDu8vckBA3Jc3s2bN/niiy+yadOmlGWZ3t7e7NevHw8fPpwLrc0BOna0jtcUdW4NLV2a66OjubNsWTb38SEAPgXwspqvlySxnFZLAkwBKAGsCse8kqsUDzBQrX+ZTfp2gDq1jqUA26h5vpak3OELOnfOuo+efDLDfZeRxpe9q9db00fq9QTAqrLMK5nVK0nkkSN5Prx5it27c5dH8/Mj4+OtxRcJXumll3K3D/KbbPr7foCrsiKPPZwHHmQX330HzJ3rMSstCnj0UeF4tgijBIB3AYwhsQ7AxuRkfHnxImaaTNBJEpJv30aERoP3AfQG4A/ho21FaipmSRJWaDT41mRCAwAHACwHEAURuQsQZkW2Ud4iAFwAcJvEEAh1aEWSkExafUYEajRoYzbjkk4Hs9mMGLMZixUF01JTMRQispgBEJoLXboIc6bHH89eB6gmTqhZExg4UKRduiRO+TZvFiYG+/ZlXkZ+Y/NmIL2fpGPHxLoxbFjBtOlBRE6jlDqLMNu+vctF3LhxA7/++isGDRqE//3vfxmuDxkyBEOGDMGPP/6Izp07o2HDhjh//rzVHO/vv/9GUlKS1bk6ILTIJkyYgOPHj4Oklcxms91vCyUlJanNdr3d7jzf6dOncfLkSWzevBmrVq0CAPTu3TvX68oMV69etfbR7NmzMXjw4Dyr67nnnsPixYuhUbXDCptJ6U8//QSDwYC6devaXyhfHrpLlzBckjDRbIa3ouDNMmUg3boF3L2bwe/RMVlGMQBavT7Nd6jBIKImJia6pkFKCs3m7duBRYuEVvMXXwDz5ll9sBHAFgB/JCejH0TgHLcgSUJzqAgFS7BFkyZNULFiRbyYmoptX34JpUcPIAf+1T766CMsWLAAnTt3xv/+9z/06tULfg4imuc7bN6TZwFclWV8dvo0ZqnzLlqjwRoIv60WNCHxRUoKkgFMA5wGT3IHARC8UCyAXhDmyjUgtCf3AagEwcPsBfCEouA5kwk1IIIuZBs6nYgamhmmTBHvRjpYvmLDAQxQ1/IkADOTk/ESgHfN5swDQpHAjBmC/yiqmDo1d8u7dUusR1mZ9xYWzJp1/2gqPmjIY8FfkYZHw81DWdLatXZdWyRORx5EmM2ZnuAXRnLl1DYF4I8A3we4HmCyk3ynATbSaOgjy9wIsCLEKenRTOo/BDBGzRcKcB9AE8AEgPvVe5Mc3JcKcCZArSSxmCzzK9vrOh25Z0/ejfPJk+Tbbxcu7bdmzTKmBQeTt2/nXT+kwwO/LnXo4P646fVC48bPz/n1S5dcbkLv3r3p5+fH06dPZ5l3/vz5BMCyZcsyJSWF06ZNI9R30c/Pj82bN6e3t7c1zR1SFIUnTpxwq/tMJhNXrVrFdevW2c2lTZs20Wg0OqxHkiSWKlWKKSkpbtWVU4waNYoA+FNONWqzwK5duwiAISEhbNCgAStWrMhVq1blaZ3uICkpiZIksWHDhhkvvvsuCdDctCmn+vkRANvo9TynKGLOp9PkiZBl6iSJrFeP1GhEeoUK4m/HjuStW44bYTaT27aRY8eSFSs6/b6dATgXYA1ZJgDGyjL3ZmetHTgwbzs1H7B9+3bKssyp3t5ijVm2LFvlmM1mli9fnj179szlFuYCGjd2yMscBvgrwHsOxna9uq68B9AA0AjBj6SfS9n5Rv+ilj0hXXptCC23BIA3AEbrdKyr1dKcE37g5Zcz75vvvsvw/lnIBFCB4PcsaX+pbd/mav1GI3nlSr4Mc65j/35Slt3rb8t6lRlVqGCtolDzSvPmOZ0bRYoeUA035FN7iiQ8AjcPZUnPP2/XtYV6sX7QMWJEwc8XNyinTGR6ugPwYUmiQTVJRRb5fdQ8TyKNsc2MbgMcDsE0fwawCdI23//a5q1alczrTbjJRC5dSpYqVeDj6NAUESDfey9v+8AGD/y69Mwzro9XsWJkWBhZvLgwJY2Kcpxv2DCXqr569Spfe+01AuDixYtdbrLFHLBKlSqsWLEiNRoNBw8ebDU7LVGiBGvXrs127dplr09cwIEDB9i8eXPKqiAEAP39/akoCvWqGZOiKHz00Uc5YMAAvv7665w9e3aemMO6iqioKBoMhjyvJzIykrIs8+TJk3leV3ZgEdrOmzfPmtawYUPWrFyZ8W3aMAXgIVkm69XjL2XLsqROx6D0ByQAKcuspX4zEoOD0za8TZum5fHzE9/XnTvJxETy6lWxOSxf3uG7YwL4u07Hbt26sao6jzQA28syf3bxe5OBIiOdC/6KGEaOHEm9JPEfgPTyIn/4we0yrl69SgD8/PPP86CFOYSTeZEZnYK9QH+RzbWc8ko/qWXOTpfeX00/o/7+Tv19PLu8QFBQ5sKG/ftJHx+R14lgpS2EYPoChBDwB0ubYmNdb8drr+XbUOcazGayRQv3+9zVw9etW0kWYl5p8uTszbnCSB6Bmwfp4RG4eShLKlbMTnhQaBdrD8i9ewt+vrhBuS1wI8RJbSd186xkkm8/BBNXycVyTUjzheKIEtLfM3Vq/oz5zZvCX0pBjqVW61jLrWrV/OkDetYljhvn+niVKCHWdcD5aXLp0i5v7p966ikCYMuWLWl207dU7969re9QXFxcdp48WzCZTKxbt6617sqVK/Ott95iq1atGBYWRgAMCgpi48aNuScvNVbdRHx8PAGwRYsWeVrPpk2bCIA9evTI03pyAovAdtmyZTSZTNy+fbt1PPWSREX9PwpgTaORbQA+pKb18vLiHZv5vltN/wogK1US6c4E0VnQZYAtDAYCoK+vL3tqNPwC4PWcrrM2/hCLOu7du8dy4eFsbnm2GjXcLsNsNtPX15dT8+tb6yrMZqFlldn66oBMAP0liVHqXJxmc81dXukkwCUA10HwJhbB2ioIn23lAc4AWBdCEGy5Lx5C422RC3U4pMwO2a5dc0k4tBWgzubQdIPapo8jI8W3y5U+9fMjr1/PvzHPDbz3nvv97Y422LPPkiyEvFJqqvDnmNP1sTCRR+DmQXp4BG4econWrLF2baFbrD2wh8XpcxGgvBC4EcLstK3KsA0DMgRTsJgoWGhpJmXFw55h9QP4MIST7cMAP1LTr6rOjq2k0wkBaH4gJYV85JGCHc/KldM2GbZ0+XK+dMEDvy4tXZp7Y6ko5B9/uFz1v//+yypVqlCn0/Hff/91u+ne3t708/PLN9PMu3fv8uGHHyYANm7cmMeOHbO7/ttvvxEAX3311XxpjzuYN28eAbCzK07Jc4BWrVoRAPfm1xqWDSxfvty6hkuSREVRCIBzypalvyQxBmBjCPM82w28r/r3Ib3ezrSvvCzzecBes61BgzThdCZkMcHbCTBCr2cIwFU6Hb/55pvc+b717VvQ3Z3r+OyzzwiAFy3POH6822XUq1ePzzzzTO43Lic4cSLb49wFYJyXFwMhhEzr1XRXeKU+6tyW4PhQUA+hia9Ll+6frpwaksQ+anAPt6h0adJZ8JakJLe0t5batO9bgPX1egYBbClJLKbRsL6icDmEma7Tcl55JX/HPSf4+WdrQJU8I4OBvHy5cPFKd+5kzx1GYacHVOAmwwMPPMgZvv66oFvggat4Madudos+tABWk5gF4ENJQilZRn1ZRgtFQUsAtdV8rSECHjwFEVDBC8JZMQDsAvA8gGIAjAAWACgL4ByANQBGAygPYI6ioK5GgwA1yIIVycnAgAHi85vXUBRg2TKgYsW8r8sZJMnqGNwOp0/nf1seRNgEGsgx3n4baNLE5ewxMTHYuXMnihcvjjfeeMOavm/fPlSrVg3VqlXDli1bcOTIEbz22mswp3NYX6xYMZCEkg/BeT788EMEBgZi7dq1qFOnDjZt2oToaHsX4Q0aNIAsy1i8eHGGtjpCamoq3n//ffTp0wfNmzdHlSpVMHToUFy/fj3X29+nTx/ExsZi1apV+OSTT3K9fAtu3rwJAFiyZEme1ZFT/P333wCAvn37omWjRggtXhzdu3fHoFatcIPEvwA2GY1IAJBUtix2aTSoB+A2AAXAH0lJeEyWkayW11qrxSpFwV3bMd++HQgNBRo1AvT6DG1IADBMlmGUJIQqCuoBCEtKwl8A2mk01mATOUKpUlk7oS+CaN26NQBgnSXh3XcB1VG+q6hYsSL++eef3G1YTrF1q/ibjbF/WJKwKyEBv0HM0XYALrpw32QASyD4meYAhgBYDBEQ4TGIgFRJEMETkgGsgghQpQNgSldWMxK/Z2feTpkiAiakR0oK8MQTwMaNLhfVC4C/RoPOGg3aAhhjNqO4lxdu+vjgeVmGt06HHgCiZRkfyDJM1atnLGTGDODff91/jvzG1q1At252gTZcgpeX4/52hsRE4J133KsjL3HhAtC0KfDTTwXdEg9yC/ki/iui8Gi4ecglCgkRPqPo0SQp9EhMJENDC37OuEB5peFmS+cBTgLYF+BjSDs17QJhUvEvwGiAJdV0H/U+y28ZYBAc+3n7T83zXWZt+Oij/Bv7AweEP5yCGM+qVR2n//NPvjy6Z11imilcTmjAgGxXP3v2bAKgRqOxahs5oqefftruvp49exJAnvlFmzFjBkePHs3p06dTkiR6e3tz+fLlTvMnJyezU6dOBMCmTZtmWX6ZMmWszybLMnU6nfV3xYoV7TToXNHi279/P3/55RdesXH8fe3aNdaqVYv+/v6cNGkSAXDAgAF5xrvp9XoGBQXle0AId9C0aVNKkkSTyUQuXEjWry80aWbMIJ98UgSXefhhMa+1WqHhAXB8uvn4hJ8fUwEeUM1Af6pSJeN74edHc/HiPAfwAMDfAb4pSYzV6aiXJL4K8E0I356JyOXv231kSpoeMTExHGbRINTpyHPn3Lr/zTffZIkSJfKoddlEhw5ivmVjrP9V5+TCYsW4Sv1/KMAkg4FTp07lTzodf0aazzUC3A6h1VYMmWt8bQJYA4IXsqQNUOvYbpP2rZp2yp2216kjTGnT4949sn17t/thR0QE69j41bRQcY2GaytX5tDgYP4cE8POqr/Pg5YAJ+mpSRPr3qVQYvt250GLMiMfH+e+czMjjYbJGzcWPK+0dy8ZEZFzfqWw0gOq4YZ8ak+RhEfg5iGX6bffSHo2tkUC06YV/HxxgfJD4JaebgJ8EWA5jYZ6SaJOktgF4CgI4RoADlPNj/zgwDebDa1R859wdN1iHhAcLBxs5xcWL87/sfT3F75VbNOCg8WmIzExXx7bsy6RXLQoZ+PYu3eONidz586lMyGbLbVv397uvsOHDxMAjUYj//rrr5z2gh0GDBhgV7fBYMiyDstcsphVLsskiqLFb1jXrl152yYq7y+//MJGjRpRkiQajUY+++yzjI2NJQAGBgby1VdfZZJqfmUymdilSxdqtVproAbrBrN4cfbp08eaLkkSNRqNXZ688DHn4+PDoKCgXC83t2AymajT6RgRESESVq8Wc7hDB+G4HRARPfV68X90tN1cn2Gz3gPg85JkFXasjYxME5jUrk02bcpDFSowQqu163c/gN0holvn2fetf/+C7eg8Rvfu3dm4cuW05023NmSFWbNm5UsAEZexf7/wq9W8uf04uuFrqxdAL1nmQQj/avUA/pVuXWhnE8myIbKOyO6MvlTvXWCTdlJNW+1OWer+wA7x8Q6jtbpCj6U7sHkO4JE6dVjXJr2Nnx8/DgkhAJ7IzBzz7bfzfRq4hD//FLxTdtaF+vVdi07qaF0KDy9YXunLL9MCZ9yv5BG4eZAeHoGbh1wmNRy9Z2NbBJCYSJYpU/BzJgsqCIGbLd0E+C7AprLMGEVhWLoT1fFZ3G8RuGXJ6Ob3pmnUqPztSz+/jAxUuXJkp0759siedYlCw6BXr+yN4SuvONZQcANDhw6lRctLkiSGhIRw8ODB3Lt3L7t168aHH36YS5cudXivxR9X48aNc9SG9AgICGBQUBA3btzI2bNnu6SxZZlLBw8eJADGxsZy0qRJPHDgQIa83bp1IwAeOnTIYVlff/21VUAmyzIbN25MX19fAiL6acWKFenv708ALFu2LKtXr87OnTvzgw8+4OOPP05vb29aBIWrVq3iDz/8QAAMDQ21atJduHAhx/1ki2nTphEAR44cmavl5iamT59OAPzggw/I3buFYCz9nLbVAImLy3D9A3X9DlD/ttFq6QPwFUUha9fm7caNuVmS+BaEcK6iJHEVwC0ADwJMyuKdyvH3rUwZ0kaIez9i6tSp9Pb2punxx8UzlypF/vijy/fPmDGDAAqPJmaHDqSvb/aiTap0ByJ4wniDgQaA1QD+pL7rm/R6xigKXwCYCqF130udv9eyUdckZNRwO6CmbXG1nC5dMvbDuXOkI01RF+kghK+54UYjB6nvX5Ki8KYk8RmNhmPVNTNGFYLXzkzgpijktm35Pxcywz//iEPJbPZPTsi6Lk2eTN69m3/PfPMm2a9fgTxzvpNH4OZBengEbh5ymYKDyaQkz8a2qGDVqoKfM1lQQQvc0tMJpAnbFruQ/yjSomjZXUt/8ihJpJMNeW7h0KFD/Oqrr3jp0iWR8MYbot78MDF1xOx6eZG7duXpM9vCsy6pMJvJzz5zfbMTEyMcNucCtm3bRkBE/AwJCaFBNdGzaGbJskyNRkONRkOdTsfSpUvz9ddfZ//+/dmzZ09qNBqGh4dnKNdkMvHkyZNut+fUqVMEwDZt2rh1n2Uu3bt3zxqx1EJVqlSx5tuzZw8BMDo6Ossyk5KS7IQCS5YsYdmyZWkwGOjv788JEyY4vXfXrl122nNxcXF2bRozZoxbz5cVateuTQAMCAgQ5pqFDJcuXaK/vz91Op1o3549pLd35vPciaZNC5t+BIRGEQAWVxT62BzA9IX7Ag23vm916ogADY0aCRcesuxW4JKiCks03NXPPGM1+WVoqEv3ms1mVqtWLYPGbIHh119F+6OiHEftdoVUIbG3JPG98HAGQERH/1QVLF0zGOyCHpTUatlZ/T87kUWfUe+9a5P2u5p2xJUy9HoyXdAZHj8uAihk5/lt6D21HRUB1vT2Fgd7JUtar//g789S6mFGsCyzBcA2ej1fkuWMprVRUYVHCHLhQq70T3bJbl0KCSHfeou08I15gaQkcsECMiyswJ4536mwzLVcgkfglgvwCNw85BZ98YVnY1uU0Ldvwc+ZTKiwCdwI4ZetgizTR5a5Kou84yEYwr3przkyH+nTJ8+G+Y8//rBqwoSGhvLo0aMkyUMLF/K96GgRQS88XGzivLyy5zPEGel0aWZbFipZMl+FbaRH4OYQBw6Qs2aRzz4rTJyqVxfUvDn5wgvkd9+JCLe5hISEBKs2V0hICCMiItilSxd27NiRrVu3ZvPmzRkUFEQAjIqKsvN1ZkslS5bkvHnzaDKZOG7cOKtGWFRUlNUMMytcunSJvr6+lCSJ69atc+s50s8lk8nE9evX22mbVa5cmaNGjSIAbtq0ye2+ygmuXLlCo9Fo7S+NRsO7uaipsGzZMtaqVYsA+NZbb+VauVkhISGBu3btYlBQEP39/dmzZ88MeXbu3Gl99rffflv4iOrZM+t1qlYth+kv28w7b4iIpo8CfAvgZIC7Ae5HWhTS7H7fTkCYnlr9gBqNYj22/K5RQ2jhNWsmzPPHjs23fi9ImM1mNmnShFVUP3oEhHa0C1i3bh0BuP1+5wlMJhGpGyArVCBbtsycH3BGGg0TY2IIgIt9fTlInZudZJmKojDJYOAqgPMAfgwRmdRiGt3Zjbl5DWBPgAqEkNn22jdqeVddKSv9PD1+XGgp5oSnCA8nFYUmgI+q7/p4vZ6sWZMsXlwIpgGyeXPeatqUo3U6Bqumph3U/pjrqM8fe6xg5oYtbt1yuhblFznku7VasmNH8pNPckf4lpxMbtxIDhsmhHoF+LwFQh6Bmwfp4RG4ecgtatjQs7EtSrhzRzCvBT1vnFBhFLgR4C2AnQD6yjL/zSTfQ4rCDoBrDLWikOfP5+rwJiYmcsqUKfTy8mKtWrX4zDPPEADnz5/PgwcPMlB1KPzdmDFiM2eZC+n9rdlu/GxJkpxfs1DFimn/V6ggTktv3MjV53QFnnWpcMDiM82R6ejdu3dZvHhxAqDJZKLJZOLKOXO40MuLd596iqVLl6ZFgATAKljx9vZmo0aNCID9XTDPjo+Pt879hQsXuv0MjuaSyWSirGo8xagbYgtdu3bN7TpyA8HBwdY2/P7777lePgA++eSTuV6uM1jmhtVHmp+f3XWTycSgoCDKsswVK1aQBw+Sbdu6psVbo0aGNIsmTykIJ/QDIDbrH2bT4b2j79vSpUs5xMbn3ue2eSwaXemdn9evn6uC8MKOHTt2iHfV4gYjOJg8cYK8di3TjeugQYMYHR1Ncw5N4XMFy5aljV+zZs6DCGVFej1ventTAvheeDhvQwREAMA6deo45JUOG42M1ulYXqfLUjB8DOBDNmWGA1yRLs989T1IzaIsli5tb5J4+TJZtmzO35369clWrUgIzbuxGg33eXmxpcHA+bARWteqRdatSzZpwm1+ftRJEl8E2E1RWApOhOSLFxfYFOGdO9nXfMxFypLvliSxXg4bRn7+ufBLmJCQ8Xlu3iT//ZfcuZNct068A6+/LgLVZKVxfL+TR+DmQXp4BG4ecpeSt271bGyLEvbtK7jIlVnNpUIqcCPAGwBjFYUhsswdDq6bAdaSZXZ05/T63XdzNJRJSUlMUBmfrVu3slKlSlQUxSqosFBCQgJXr15NACxRogRjY2P5xhtvcNb48Ux45x3hZ6Z48bR2aTSC0muqaTT25qKyLBjqhg3FaWiPHuSrrwqm7OzZ3Jit2YZH4FZ4ULt2bYaFhfGll17iiRMn+NdffzEyMpJa1SzKy8srLfOFC+SIEWRkJE0mE2/fvs34+Hi2bduWERERfOGFF6xZw8PDCYCzZ8/OtH6L5tm0adOy1f70c6lx48aU1EAq/fr1I0muWrXKKhgsCNy8eZM+Pj7WPp07d26u1yFJEv38/HjixIlcL9sRHnvsMWsfG41GVqhQwe76hAkTCIBjx44VmiLOIhM6Igcb3bIQgoVTACeq5s/FJYmXsvG9MEP4wZoH8FmAIwDGqHNGJ0mcrq7Ns7P6FhcrRp46lS/9XZjQq1cvBvj58T/LNyg4WHyPMtF269evH+vWrZuPrcwEFpNlg0H4b8uO0FarFcKOoCD2KVmSxRSFn9h810eOHOmUV9oQEEAA/DGTA7IFNmVVBrjOQZ5LAOM0GpZyxSG/rSsCkyljoIhs0D+AEOSl08K/aBMsIUijYZgsc4TKm5gCAjgqIIBVDQYaZdnq786hSWxAAHnxYv7PjzNnhHAwh/2TG5QtvludlyxVSmisZSdC6oNEHoGbB+nhEbh5yF1Kfvxxz8a2qGHZMvfMGvJrLhVigRsBXoZgPgHQF2A7gLMhIppatCPmu1Nm1apuD53ZbOb333/P9957jz4+PgTAYsWKUZIk1q1bl5s3bbKLWtipUyc+//zzVm2RiRMnskqVKoyIiKCiKGzcuDGvXLkiCr92TZgdbtxIrlxJLl1KLlxIzplDfvABOXUqOW8e+f33QnCbTxFHswOPwK3w4NSpU+zWrRtDQ0MZEBBArVZLWZYZERHBt956K00j7Oefhb+m2Fhy8OAsyz1w4AABMDIyMtN8TZo0IYA0f4Y2SElJ4eHDh7lz506uX7+eq1at4rJly/jLL79wzZo17N69O0eOHMnBgwdz6dKlfOmllwiIwAkzZsywK6tBgwaUJCnf/ZxduHDBaprbvXt35oXA7dq1a2zZsiUBsFmzZrlatjOcO3eOADhw4EAqipJBmOLj40N/f3/R38eOiQh/3bq5vv7Wr2/3u7a6Zo4D+IRGYzXNK6PV8p4L5d0GuBRgf5uyLBSq1bJ/UBBfeukl/qvX87ia/ktmZQYEkDt25EtfFzbEx8czKiqKHdILUVeudHpPv379WK9evXxspRPcumWvCZ5TEzpvb36nmq8r6rwxAvzqq6+c8kpmgI0A1vX2dqqZtk4tK8bJ9R0AS0kSQ7Ra/pFVG5991r4PZs3KMb+1Qm3fnwEBoj8lyc4frgFgV4ATAJaWJDY3GGjy9eVTOh0lgBpVwG3xw+iUN+vbN//mxtWr5IQJIpBGDvsnt6hQ8t2FcH+SI/II3DxID4/AzUPuUrKXl2djWxQxdWqBz50Mc6kwfvjT0W5k9DFlywg3cJdR2L3b5SFLSkpi//79aTGrK1asGIfHxvKtmBguqFOH+/7+m0ZV2FalShVr28qUKcNRo0Zxx44dduY2W7duZfHixVmxYkWmpqZa081mM69du+bwO3Dnzh0ePnyYu3bt4saNG/njjz9y5cqV/Oabb/jOO+9w6dKlfOSRR1i9enWuWrUqZ3M0B/AI3Aofrl+/bvUFVqdOnYwZ/vpLaErWqkW+9JIwW5kzh/zoI4flvfnmm3RkamiLS5cuEYDTjXjVqlUdvs+ZkZeXF+MdMNAffPABXdG4y01cunTJ6ktuxowZXLRoEbNrOusMS5cutRPiZyXgzC107dqVFk2e4sWLMyQkhKQQklrWwaefflo44Z40iVy71mH0UadUp47d734OxvplCK23Sek0ha4A/AHCN9RYgI8B9FI3+NW0Wj7u48OfZJk91HIS0n3fdqnpe5y1rWxZcfjxAGP+/PmUZZlnx4wRfVK+fKb5+/bty/r16+dT6zLBP//Yj2VO+ZmSJfmoXm83L/tpNFnySr9DmIq+ERFBs6qBdApgW4B6pJmRQs1rue8ywBckiTLABorCs1m1LzpamBNakJAgNDNz8MwpAMura84MW55Kr7dqC3pJEicDHKk+g9EmqEkJWWYpGy04H0niNGf1aTTCZDkvceSI8JNaCHnbosB3F3nyCNw8SA+PwM1D7pJ1sfZsbIseXnmlwOePw7lUiD/8tyAYuBpaLY8CnAah1WBAGvO63Z0yR450ebiGDx9OnU7HRYsWpSVOnEjKMk0//cRA9WR3+eTJ/OabbwiAYWFhzn3apKTw+++/JwCWLVuW5cuXZ2RkJHWqWZq30cgvv/zSmt1sNrNixYpMvylNT3p1c/DSSy9ld2bmGB6BW+FEamoqp0+fLt6T7dszZjCZyF69hN+X6dPJMmVI2/lug40bN1rnnG3UzqVLlzIuLo7h4eE8dOgQAbBDhw4OyyhWrBh9fHz45ptvcvr06Zw7dy6XLFnCadOmcfjw4dywYQMBEXzEYDBQq9U61WDbuXMnrUKgfIJFo+2zzz4jKbTdZFlmqVKlcqX8BQsW0CJkXLFiBevUqUNA+IVMj71793LChAkcOnRojrX8+vTpQ4ug1GQysVWrVgTAVq1asUuXLgTAiIgIobW4fbtYS92NeufArPQEwPVI82dFgGPU3721Wg6D0F6zCCsUgJE6HRv7+HAKRJAd2/KeVfMlpfu+rVLT9ztqV48e990GLTu4ceMGjUYjp0yZIgSQxYvbC3ZscOHCBXbq1KlwCNxOnEgby8jINKf+2SSzTke9Ksy10EadziVeaZLq9zJIo2Et9bsOCPPp1hCBEiZA+EFLUfkZP1mmv0bD99R5myHKui0ZjSIqsC2+/jrzZ3LhUPJjtZ0SwD7+/mn3KIr1f19VC9WiiWpLg728GKYK4GrKMk0BAZnXm8uRnUmKQAErVgj/c4VYY6so8N1Fnu6z9dwjcMsFeARuHnKXrIu1A6fYHhQBfPRR9vyL5OVcKuQf/pJaLV8BeEqn43KkOe1NAVhFq2VZScr6VNhCVaq4PFSVK1fm888/b58YH08uXsz1H39MAHypWDGmJCVZzegCAwMdRyw8dYps25b3li7lm48/zlGPPcaXa9bk2GrVOHvsWH49cCCfjIujxYRs8ODBbNasGQGwf/fu3P377zw6ZQr37d1LAPT19eVTTz1FAHzqqafo7+/P8ePH52hq5gQegVvhRUpKCv38/Pj00087jDJqMpk45YknOKBjRw6Ii+P69eudlvXOO+/QsskKDg5mZGSkNZhBemrfvn2G+201p5yhefPmBGA1y36hb1+HQsCnn36aALh3714XeiF3oNfrGRYWxitXrnDevHk8evQo49T3Nrs+6yy4du0adTodvb29rWa/165do5+fHyVJ4i+//GLN++ijj9r19aBBg7Is32QyWfu2RIkSPKBqdK1Zs4YAWL58eavgLikpiU2bNrWWHxoaKgq5eFH4/atXjxw+XAhoXV17nTgsNwH0gxCmXWrQgGaAUwGW02hYzmBgTz8/LobQFjJlUYczgVsDgA29vWmOikrLHxND/vhjjsbsfkOvXr1Yvnz5tH4KDyf//tsuz7Zt26y+C50J1vMVSUmZC6ncJdV1BAAGShKjASYZDC7xSmaAqwFOLFGCzVVfZg1lmXfS5UsF2CMwkBqAgyE0OLNslySRX32V8flHjszR8x6yWUcMksSf0/uSVel5nY79AD5jMFCXTiD5raKwnfq8ekni3awigabzD5kjnD9PvvaacI+QW3MgD6mo8N1FmjwCNw/SwyNw85C7ZF2sS5YkT58u6JH2IDv44w9hrlFY5lIh//A/rCh2DN5LNtdOAoxQhW7HsijHDBF1i8eOZTlEN2/epCRJXDRkiDCbmjrV7vqYnj0JgH8tWsRZs2ZRo9Fw7ty59PLy4sCBA4W/tfXryW3bhP+148dFlKyZM8mTJ+0r27OH7NSJ5uhofhwXx0cffZQVK1ZkrVq1uHr2bJpfeok8elRE+EpN5fvvv08AVkfyFu2TNWvW5OIkdQ8egVvhxrx586jRaBgTE8Pjn34qNqmJiRwzZow1GqmFJElyrA1HcvTo0bQIbIKDgxkQEMDQ0FBu3ryZVatWZZkyZfjuu++yUqVKBMA+ffowNjaWiqJQo9FQr9dTo9Fk2tZ79+4RALt06cLY2FgC4KQJEzLks2h/7Umv8ZFHWL9+PQFwzJgxrF27tl2fAcKUPCeoV68eAWQwDT958iQBsGXLliSFZhsg/Nr9/vvvjIqKIiDMWhMSErhmzRru2rXLzgz3woUL7Ny5s/U+SZIoSRKbN29OvV5PRVEc+tyzzA1rtNSZM8mhQ8V6NGiQe2t5o0b2v7VaIdABuE41Z4uxRA7NJjkSuF00GCgBXGQRykRGknPnCo0YD+zw448/EgD3t26d1q82guTU1FTWrl2btWrV4sGDB/nhhx9y7ty5BR+ptFo10VZJEr74cnKoWaqU9Z0OlmWOAZjs4+Mer2Q0kno9l0kSvSSJXW0EgqkAn/b1pQbgN+60a/p0x8/+zDPZftaLAEuqfISXkwBVtrRczfu2lxcXVqgg1umgICb5+vKzqCi+4OvLBUFB3FK1qsPIxHZ0/XrOxvzaNbEWOREQFlYqKnx3kSaPwM2D9PAI3DzkLtkt1g0aiI2TB0UPZjP500/k00+L6En+/lmPv8EgohTVrCmEQI6oVi1xehgZKfx6eHk5Va8vKh/+y0gzMwJE1LlnkBYFa5Ka7i1JPOSkjPMAG9iYeDRp0oQzZszgRQcRsxISEqxCrW2LF4sy6tQR5ncqYkNCqFEdti9YsICSJPHw4cOsVq0ae/XqJbRAdDoRUdTXN1f9A5nNZv7666/83//+x/79+9NgMLB06dLcvHlzrtXhLjwCt8KPAwcOMDY2lpFBQTzfujUPT5pEQPhkGzFiBG/fvs29e/dSlmWGh4c7LGPKlCkEwDfffDPTum7evMmSJUta37c6deqwatWqViHxf//95/Te5ORkAuBjjz3GlJQUarVaVqtWzS7PyJEjCYDt2rVzux+yi5iYGALg0aNHCYAlS5bk4MGDOX/+fC5ZsoTnzp3LVrkJCQl85plnCICtW7fOcP3KlSu01Rjs1q0bAVijl8bHx9PX15cA7Hy/AWDjxo3ZoUMH6++wsDCmpKRw7969DA0NpUVb1mIimx6W+6xaj8uXi/VQoxH+MMuVs3dYnxmVLCn+xsWJdbFYMRENsXJlUq9nf7WuTjn4VvRGRoHbl6rmzamqVcnPPvMI2jJBYmIi/fz8OP6VV9JMhm20qpYvX04A/Pnnn5mammoNHtKrVy/eu3ev4Br+1ltiPll4HUkSGozu+BhU6bZORy3ANwBGKApfB5js55ctXumuJDFAUTjKUjbAHkYjZYDL3WnXK684f/Z+/bL1rhxBWiRfIBP/hjbCwsdVAeIpgD1CQxmpKExq3lxor6oaZuVUPqtXQEDmlge//Zb98f7qK/eDY6SLvFpQVFT47iJNHoGbB+nhEbh5yF3KsFg/80xBj7YHuYVbt0RUpQsXhBbUP/8I7acjR5z6UnEZCQnCrHHbNvKbb8gZM5j80ktiLlWrViTCjP8E8ADAtwGGaTTUSRK/AtgcgmEspW42v5Vlq4nGOoCtJYkagKGyzKHq5itCq6VelqnTarnUxjz7xo0bVvPQGoGBvGJ70j95Mjl/Pg9MmEAANOh0nD17NhMTE1myZEmrg/qvBg1KY+5CQsQmNQ9x7Ngx1q5dm1WzEYU1t+ARuBUNnDlzhiVKlGCD4GB6q+/N4T//TMvw/fd8WhWU/fXXXyLt1CkR0fToUZpMJvr4+DA4ONil+tasWcP9++j/mJAAAQAASURBVPdbf3/xxRcEMg90kJycTEmShEbXhQsM9fenRqPhqVOnSJIzZsygRaszvyKUWvzXde/enSaTiaVLlyYADh8+3K1ydu7cyc6dO7NDhw7s3bs3H3vsMSqqs/GIiAgmJCRkuGfcuHEEwJ9++omkMMsNDAy0y2NZA8qVK8dJkyZxzJgx9PLyoq3W4ogRIzKUnVX/WQSkVo3HjRvTBGcbNghBgCsb36go4Q8qvZYbIA6SVEFJA9WcLwLgW1B9WrlI1yCc0xsgTE8tvFJ/jYYxvr5ujdODjKeffpqVK1cmq1cXfIG6eT1+/DgHDx5Mi8bjjh07CIAvFy9Oo0bDDh06FJym25o1aXPBy0vMKcvvpk1d5zMUhV+r78xxgPUBaiWJoTodhw8f7pqQxOaA0+I7cA/A/YrCCkYjvVW+xeU2ZWUu/uqrbvNSW5EWeAoAF7p43wWApTUahqtCtXk2Zpw3wsO5G2AFgBVkmcW1WlbKzJeaA7+UWSIhQRxSu/m8hcmnm0fglg/kEbh5kB4egZuH3CWHi/XkyQU94h4UQdgJSUwm8r//hDDulVfI5s0LVSj19JQAsBHAKEWxajVUQxoDGSJJrKFuFuvJMucC7GJjOtfcx4c76tRhH1VI17t3b65Zs4a1atVigJcXt2RS96mePVlGp6Msy/T29iZJLlq0iOXLl2e3atXS/LWUKEH++mu+jOVHH31EWZZ56tQph5v2vIZH4FZ0sG7dOut7sBgQfrgOHRIXq1blVPXanL59RdqAAWRQELl3L/ndd3xM1Zg6c+aM23XfvXuXFu01Z0hOTqZOp2P56GiS5EI16MO8efNIkuHh4TQYDI59JeYRLBE8Lc+ckJBgNeX09vbmzp07XSonICDA2ve2WmfLMxHKf/nllwREoJWGDRsSADt16pQrz5UVLEFb1q1bRz7yCBkYSPr4iPWtY0fXNLMjIsR9jRvbp+t0wjl/48ZCK7tRI7JRI/YCqFP7RoYImvBlFnWYIDb6APi1Da/0xRdf0FeWOebFF/Olv+4HrFq1igD4XcuWYnwozKllWaZer2fHjh25fv16Tpw4kX5eXkwG+L1lPVm8uGAanZAgBG2A0Li0FbBIklt7kv4AK6oCu90AZwBsoSgMDg7mXTdNns9CRPNsIUk0ShKrAvzHHV6nf39hDZEZ5s1zq01X0q0/n7rTHoCHAYbJMvvqdNxp0x+1bHx59tNq+Zn6/w1nZY0d694YX75M1q9f4LxnTskjcMsH8gjcPEgPj8DNQ+6Sw8Vakshlywp61D0oYshSSGI2C+26L74gR40qdEK4TqqwrKWqFTEa4EGIU+UeksS+ksTlAI8BHA7B/E0GuFKWWUajYS0vLx6vU4dVbMywQo1G7nVWp4+PODnv2JEsXZr9O3YkIHw6MTWVHDw4LW/58uTq1fk2lnv27LE+Q3BwMF999dV80/4hPQK3oobYyEh2qlSJtGhwFi9uNU1KQNpmzNfbm+VCQ2nSaskFC3hu/35rMINJkyZlq26j0chy5co5vZ6cnMzQ0FBqJImnTp60mrEtXryYCQkJBMCHHnoou4/uOi5cIL/+mj1Vf43hJUrYXU5JSeHo0aMpSRLj4uKyLG7evHmUZZlGo5GkCExw5coVl5piiRRqIUtQhbzC7du3OWjQIKvZ6eHDh4XwJSpKzBVX1+lSpYTLhLp109L8/YU7DH9/IXQLDxfmi40aWX1xmSCEwdWQFqHUALADwL8c1NNNzdMnHa/Uv39/amQ5W8LhBxWpqal87LHHqFUUrpRlmjdsYFxcHOvVq2cXnbhRo0bsaqPd+JQsM8Df3853YL7iiScyzj9bc2cnQTvsSJJYH2BpSeIJm/Q9aiTwJdnwDTchMpKAEOTds6S7wkf17Zu1sI0kN21yqz2WNSRKUXjczWexvJsLNBr6yjK1ksSlGg2H+PkRAD+EsEJIBLjHYCAAbnZW1oABro/tpUtkxYoFznPmBnkEbvlAHoGbB+nhEbh5yF1yuljr9eLD64EHLiJbQhKTSWi6TJki/PC46r8nD+g4wHrpfBYVUxR21Ou5X81zBqBG1XSbCjXKXXg416gMYrvAQE4rU4YAOLZtW97q2VM4PHZUZ926gmmvWZMEmNS+PQMDAujj7W3PDBYrJjbr+Qiz2cyff/6ZLVu2tPZF7dq1uXXr1nyp3yNwK1ro1aUL64WHO/Rrc9fmfbIIOwap115VNawaNGiQ7Y11eHg4fTMx8UtOTuYE1Wy7f69eXLx4MQHwyy+/5O3bt0V6//4Zb0xKEsFJcgsJCVyiarFVqlRJ8Gnr1omAKDaoVKkSZVnOlI/r168fAdDHx4ersymIHzRokHVcoqKisu0zzhU0aNDAWlfz5s1F4tGjwrVBZKRra3SjRkJ7rVSptLS4OPvfLtBdgOMAlrKZl0EQ/tpeAviwmlYz3X2JBgPDwsL4WNeuedZP9yuSk5PZrVs3KorCx9u3p61JMyk0VTUaDefa+Pc6D1Any3znnXcKptHffJM2/kajOByzaGPazklFyXS+RanzKURRrHxEstHI6tWrs0UW9zqiVID73OVvnnvONWEbSd6963KQCDNAf1lmPVlmsrttAvgZwFikCbcbqP+HarV8FSJyvCVvEsT3Y76z8lx1h3PjhjBvzkZ7CyN5BG75QA+owE1GLiEpKQnnzp1DcnJybhXpgQf3D5KSgC5dgH//LeiWeHA/Q5aBatWAMWOALVuAc+eAOXOAJk3yvSllAewwmbAUQCUAv0oS+qem4kBKCnrJMrro9dgFQALQVJIwEoAMAOfOIcTbGwDQNjAQOy9fBgBs3rkTvv7+QPXqQI0agCSlVdakCXD0qPh/zx4gPBy6jRtRyssLiXfvAv/8A5QoASxfDuzYIf7PR0iShPfffx8bNmxAyZIl8dVXX0GSJDRv3hzr1q3L17Z4UPjR4YknsPPcOfw+bBjw0EPWdDOAGur/49TfJQF8BGApgE+2bgUATHjpJQQYDMCtW8CPPwJXrwLx8YLdTY82bYD+/YEjR3Dwl19w7tw5VPPzA8xmp+07f/48AKBppUpITEwEABgMBnh5eQEA7ty5k5Y5Ph6YOlW8c9HRQLdu2emSjDAYMMfXF5IkYc+uXfA7dUr0lV5vl+3dd9+F2WzG8OHDcfz4ccTFxWHy5Mn4/vvv0bZtW/j6+mLhwoWoUKECrly5gnbt2mWrOXPmzEFqaioeffRRnDp1CmXLlsW9e/dy40ntsGPHDmzfvh1arRZDhw7Fxo0bxYXYWODpp0V/Z4XQUODECeDQIeDs2bT0pCQxToricnu8AEwEcAbASQC9AZgAfArgAwBrAQQD2Jbuvu91Opw/fx5Dhw93uS4PBLRaLZYtW4bHHnsMq9atwwcffGA3b7VaLUhCMZmsaSUB9FYUzHj/fSQlJeV/o9u1A3x8xP8JCUBAQNpvC7ZsEfyLr6/TYsqpf40AWmo0OKz+rlatGv40m+Fw1SpTBqhbV/AOfn52lzQAqrrzHH36AAsW2PMfjnDjBvDXX8APPwBt2wJNmwKNGwNxcUCjRkCzZuJ3hQqAVgtA8Ak3qlbFDrMZWnfaBGA/gKcBVNDpsA3A6wASdDqM1GhwNiUFbwOwfat1AKL1emv/ZYDBkHWlZjPwxBPA3r1uttYDDx5A5FSy99dff7FFixbUarWUZdkaLenSpUts2bIl165dm9MqCgweDTcPuUtZno7ExJAumql48GAj17WSDhwQDn7TnyrnM20sXZp+qj+RbgBbQZzCLrXkadaMZoBVbHyOAOBqgPT2FqfgtWoJ30PVqpFVqqSZo6jabWzYkAToA1AD8NSwYeKEvYBgMpkoSRIrVKhgNSVNSkpiu3bt6OXlxW3btuVp/R4Nt6KFlJQUNmnShP7+/vxzxQqrI/xH1XdhgM37VFmd47ZOtm9rtSJyb5s2Qsv1hRfIP/4Q2l+23x+zOU2jqVw51lUDBBwDhPNrB/4Gk5OTWb16dQJgUp061iAJa9asYUpKCgHhc5FmMzl8uL2DdECYPeYEt2+TJhMP/PYbAbB2xYrk+++TPXqk5UlNFfnMZh47dszaL+mjhAIimumgQYNy1cT7pZdeIgBOmzYt18q0YP/+/QwLC6NeNaNr1qxZWttjY7Neg2vVEmanmTmrr1o1x+v8J2r/GgFeTHfNDLCmnx+rVKniWZNyALPZzOvXrzu8FhEezrHp+v2IOiabCsra4rHHXJs/0dFONTVPAhwrSbwiSaxsMLCULPOYXs8333yTgPDrZs1vMJA1atiXoSjC11itWu7P6x497KKhkxRr6q5d5IIFwm1Fs2bumXUDQgMuNlbwLc2aiX2Cm23rDTBCo+Gi8HB2DAxkWb2eenW808+DWwCvAmwLsIszfnDixKzHc9q0zNtVoUKO15H8Jqd7uEIU2CFHVBie4wHVcENOKtmzZw+9vLwYGRnJvn372gncSDIuLo5PPfVUTqooUHgEbh5yl1xSR65fnyzIEO0eFAnkmZDk5k3BKFmi2eU3RUXRpNFwINI2vU9oNLwKCJMmNd9v6jUNkOavRVHsmbiAALJyZcGg6nRCACdJZKVKJGAN2BBkNLJjx46Mi4tjhQoVWLlyZfbt25cnT57M3b51ApPJRK1WS0mShL8lFffu3WPlypXZrVu3PK3fI3Arerh58ybr169Pg8HA17p14/UaNagALJvufZoLewFSA0fvXIUK5MCB5JYt9pXcvWsV0pggnODbmf5Vr05u3mx3S3JyMmNiYqhIEnnoEKdOnUrLJv7KlSsEwIEDB5ILFzp+/728SEuEVRexf/9+tmzZks2bN+fRb78l161jr3btCICHfX3Jl18WQWUsuH1brHGffsrmzZsTAAMDA1mlShXOmzeP/fv354QJE/LMn9WFCxfo6+tLAHz88cfzpA6SbNOmDQHwhRdeEAnffZf1+tukiRgDZ6ajRqM4xMjBGr9RnUsG27Xbhn5Woyi++eabnjUpj9C4cWP2Sre5jlfXiGUF5VN42TL7uVCxonPhlJ+f8CWYyTw7D7CkVstn9Xp++eWXjNbpWEaSeMaSJ4v7Wbq0EHAFBWU9rzt0IC9eFJGAZ8wg+/QR/EY2zFid0VEvL/5Xu7YQFLohdLN1MwCATfR6ttdouFeSGCfL9JNlqznpeYBl9XrWUxQ+BbCBXu+43O+/z3wsr1wRB6CZta2geMwckMM9nE4n3AIVgvbliCTJucAtPwVxHoGb+3jkkUcYExPD27dv88qVK5QkyU7g9vrrr2fqfLewwyNw85C75LL9f6dO4hTeAw+cIM+FJImJIoJWeHiBvCvXAK6EOJE2A+JEO52z4u8gBG6vWNIyO5Vu0kRo86RzvjwGaYyooij08vKyaocYjUaXHaNnFytXrmRMTIy1DV9//bXd9e7du9PLy4vdu3fnrVu38qQNHoFb0cTt27f52muv0aA6uAbADxxscq5A+EP0Bhjm7P3Q6ciHHyZffFH4OiOFkEqnIyGcZzvShiBA1qsnNpoUc+mhhx4iAB44cICTJk2iReB29OhRAuAoo1FEV3XWFh8fEVXT0o5MsGvXLmpVAQ0AamSZZVXtV3+jkdy61aEmHs+e5ZljxyhJEqtVq5Z7g+Iibt++bdUEbNOmTZ7VExISQo1Gw/Hjxwu+wtLHtWs77vuKFTN3UF+zZo6+CX9BaFtqAauPLVsyA4yLjGTdunX53XffedakPMJTTz3FBul8h+1U36Fdu3YVTKPu3ROHZJY2RUdnLRRr2DBTjbGxAP0UhS+++CI/1moZqdPRX6Nhq2LFuNzVeWs5rGvWTFCTJoKaNRN+DqtVI20CUOQFTUQanzJFkkTf+Pu7ZJFgAlhJ5Wk+sUk/q5b3ns27V0uWaVD95vppNFb/nxnW5zt3Mh/LuXMzb1cuCiLzk/Lch5uPT+HV/JOk/PH77BG4uY+AgABOnTqVJHn16tUMArePPvqIPj4+OamiQOERuBVy0mpdC3ufj+TWYu1OFCAPHjjkm5AkIYF8913XTnnziooVc3qiOxagUZaZCthpwNmRTicY4vr1HW4WUxo1yvDYluiKERERTElJsUZ4S0pK4urVq3nixIlc6d4aNWoQAGvWrMkVK1ZkuL57926+8sor9PPzY506dXjp0qVcqdcWHoFb0capU6fYvXt3SpLEntHRds6vLbQKYnPV3ZX3rVQpoaFgwwsMUu8/7OwevZ7s3p3Jx47xww8/JAC2bt3aGoG3d+/eXLt2LQHwKR8f7qpYkTsfeohb+vThYWfaAX5+5NWrGR/40iWaZsxg9bJlKUsSNRoN1//4I3e+/DIDvb0pA+wUEMBLv//utM9MJhPr1q1LANy5c2cejk7maNasGYHsR43NCmvWrKG/vz8BcFS9eiKiKCDW87g4+w1U5criuiP+xBJYpl69bK/jRwHqIQ5JnEU/XO7tTUA4+fesSXkHSzCTTWq/pwIcob7jN27cKLiGDR9uPydc0azx8RHCr/RmplotL2u1LG8jkA/XavmkJLGFTkdAaAAXGF/jIh0AqJUkDg0O5hj1WWYriuCJXAliYjDwcqNGPJ1OyJ4MEVximE1aRUVhB72e/uqhxQ5H5Q0dmvU4Ooo6ex+QJ2hCPpBH4OY+DAYD582bR9KxwG369OkegVthxP0icDMYyOBg6wl9YSC3F2tX/CR48EAi34UkN26QY8cKc6P8fG9Kl840st56CEb6H0BozThqX9OmYqPoLDT9yy87fOSRI0cSACX1xDc9DRw4MEddevv2bfr5+dFgMGSZd8+ePQwNDWVERASXLFnCs2fP0mw2c+/evfzkk0/49ttvc+bMmfz777/d9jflEbjdH/jqq6+oKArblCrFM+neg6MAdeq8LQXwUlbv3Qsv2P1uqt57O6tvXIUKXLlyJWNjYylJEidMmEBF9f2WGc0eOJAMDMxYZpMmQlBumdOXL5N//83xwcEEwLKyzN+ff57s3l3kr1fPpb4aO3YsAbBVq1Z5OCJZw2Qy0dvbm8HBwbnqJy59HcWKFaNWq+Xdpk3FRr18+YzaCi1bOl5rY2PFGABuRym10FmAXhCRD39ykucOwAijkZ07d/asSXkMk8nEutHRrAjwaYBhkkQJ4LhXXy3Yhh0/njMtmtKlxZrRqJGYt76+PFavnnWdkVQ6D7CulxcBsK1Gw7vZrS+P6RrAmno9K8gyE9W0TrLMejqdOGT08xP+ONPfGxJi7x8znXWAhV5WFPrKMucCTAQ4R5IoA+wMsLokCesCWwoMFGtwVsiGn7miQB6BWz6QR+DmPipXrmwN/+5I4Na+fXvWc5E5KozwCNyKAGVmk14AlK3FeuHCgp4RHhRCFNiG5Px5oX2ZHyYBtWs73oTb0B4IRnqV5X135BekXr2MzpEtZDSSq1Y5fdynn36a9evX57PPPstOnTqxY8eOHD9+PAGwkQPNOHewaNEiAmD16tVdyn/ixAk74Z+XumGw+KCymML6+vqyQoUKXLp0qUvaCp7N7f2DX3/9lSVLlqSvjw/nhoTYbZgOA2yvzpcAgEluvIsr1ft6ZZHvfJs27NevH8uVK0cA1Gq1jIuLY8+ePbl8+XJu27aNe/bs4Z49e/j333/z4MGDHDFiBAFw0osvCr9wjsquWVNoVhQvTpOi0BugL4S5lDXPkiXkkCEu9VPbtm0pSVLeDoaLGDJkCAHQz8+Pc+bMyZM6vvzySwJgj3LlyC5dxFrZrJkIUmEwCL9szZs77vuKFYVpX3R0tvipawD91fmzLJN84wDqdToeP37csyblA3bt2kWjTseapUtz5IgRBarpaYcuXZzPp2LFssV3x8XFsYmvLxep89DX8g0F6CXLbA0wQaPJe57GDToNsCLAYopiF+zhQ5UHiNTp+JZOx5NAmkBclgVZfNW2aCHMdJ1oEV8F+CSEELKUTsdugYGUIQ4wHQohly/PevzM5kKl6JCb9MAI3DJ7F/LarNQjcHMfkydPpsFg4Nq1a60Ctw0bNpAU2m2yLHP27Nk5qaJA4RG4echdytZirdGQP/xQ0LPCg0KGAt+QHDlCPv644w1YToVxXl4ur0NDAQYrCuMtaen9D8my87IkiZw50+1H79evHwHwyy+/zHE31qxZkwD4/PPPc8WKFZk6arc4ne/cuTNXrlzJyZMn8+WXX7b6dktISOAPP/xAiz86i8CjU6dOPH36tNNyC3wueZCriI+PZ//+/QmAPQIDeS/dvLeYjjnTNLKQGWCK+pcAIyDMARMc5N0qy+waE0OtVktFUdilSxd+/vnnvHv3bpbtNZvN1iiCf3z/vTWKsDOarrZ/im16s2bknj2kiybXNWvWpE6ny1lH5wApKSn84YcfuGLFCl68eJGTJk2i0WikJVhAbsNkMlkF9NHh4fwdEC43SpQQ62OdOvb+smrWTNt0NW2abb9tdwGGquM1J5N8JwAaNBqOHTuWpGdNyi+YzeaCbkJGbNjgcI4c9vFhtMHACl5ebKTRsCeES4mPAK5xsi5Z+O7o6Gg+GxLCawD9ABaH0Nq9AHADQIMs85lC5FfsO4CBssxInc6hGf+fisJntFp6qcK3h2SZ8ZUrp/E1kiS0/VwUkP8D8CmIYCZDnQlU1HczS1y9WuD9R61WaOvGxIi1KyhIBHHIoVD1vhW4FSLFFI/ALRtISkpi8+bNKcsyK1WqRFmWWb16dYaFhVGWZbZp0ybPVOjzAx6Bm4fcpWwv1l5eZGE5ffSgUKDQbEh27SI7dsydUy9ZFqYgFj9DLtBsgDpJShMqNG6cMV8659BWGjpUnMa6CY1Gw4iIiFzpvpSUFBYrVowWTTWDweAwUEN8fDw7depEAFy0aJHT8iwO61etWsXTp09z5syZjIyMZPHixfnbb785vKfQzCUPchVff/01jUYj6/v68kJwsHXeP6nOta0278JJgO8A7K3Xs0FQEINszEAjvb35fGws49TImjvVe8wA/4yIYN8GDQiAVapU4QcffMBPP/3U7blkMplYqVIldu7cmWzf3vk7r9WyNIR5rCn9tVGjXK7PEsEzwVFAhUxw6dIldunShQMHDnSL99uzZw8bNmzI4sWLc/To0fTx8bH2r8Vs3aK9qtVqczVYi8lkYv369QmAoaGhBMCW6ddEHx+hUazRCK3fiAihbVi9epYCUFuaB2Gi+CjAtgBD1OeblBlfBDDOYGBkRITVV6ZnTXrAUa5chnmyR51LXQE+5evLJv7+jNDrKanpTRTFodDNInBrGBCQcc1QaaFaxoac8jA5pHiAfW3WhfmZ5L0LcAbAcmreY7GxQhu1ceNsH3pe0mqFqWp6euUV18fu1Kn87TetVgTMeuEF8pNPyP37yZQU5+1LTBQ+Sv/5RwTm+d//RJTuNm3IqlXJ0FCngjm39nD5KcTSaIR5cQHM2Vwnj8Ate0hJSeH777/P2rVr08vLi0ajkdWqVeP06dOZktkLUQTgEbh5yF3K0elISAh57FhBzw4PCgkK3Ybkv//IMWMyjRjmlIxGsamLjnb73n2wYZQz8fVmR8HB5OjR2RK2xcfHEwD79u2ba11nMSmzODf/IZ1Ga1JSEjUaDQEwPDw8U60hSZJYpUoVu7TLly+zRYsWVBSFs2bNynBPoZtLHuQadu3axbCwMBYPCuJkX19eB1gXIlJkMoSpaCcvL8qSRG8vLzZo0IC9e/fmW2+9xQULFnDRokUcOnQoy5cvT19fX6tQqKbBwKiAAAJgsWLFOGfOHKampuZoLllMrH/o0EH4GAPERkLdAB0DOL5WLQJgK0cCfi8vcssWl+p69NFHCYDXrl1zuX0LFy60vocWIVmTJk147ty5DHlPnjzJunXrslWrVoyNjbXeYxtRdsSIEZw/fz4HDBjAtm3bslmzZmzVqhUBsGLFinblmUwmLl26lIcPH3a5vZb7aql91qVLF5KkLMusqNfb+3iyULlyQqPNzXU4CWAj2PvlkyA0Ikdmce8IgFpF4fbt263t9qxJDzgmTcowTxIgzCsbQfj7s517awEaJYmPKkoGgVGy0WiNlrzAiQ9akzp/G2THFDKXTOz+A1gBIjpoY/Vww1lwEQJcX6ECATBAlvmQry9N/v5Ck8vd9mg0wvzUEnm1USOh8Vq9uhBktW1LfvqpEFS5guvXc6U/HJKXl2hf377krFnk9u2ut8sdmM1CKLd3L/njj+ScOeSoUUx+4gmxLjmIBu6hXCKPwM2D9PAI3IooFaDqbI7VkWNjxUfAgwcehXZDkpBAfvxx1tHsNBrBzDVq5FJoe2d0HGJz9x3gusBuzBgyNTVbj7d9+3YC4Ouvv56jbtq1axe7du1KX5WxLlmyJLt27UoAjIqKstP+tnxrqlWrlmW5iqKwbt26GdJTUlI4fPhwAuBXX33Fe/fuWa8V2rnkQa7g3LlzfOGFF6jX6+mj+vkDwOJqpL6aNWty/vz5vHPnTpZl3bx5k8uXL2fPnj05cOBArlu3zu7wNCdzKTU1lV26dKG3tzc/W7KEP7dvz7eGDGGZMmVYPiaGAOilml0+2blzRofeADlokEt1TZs2jQBYu3Ztl/Lv37+fsizT29ubGzdu5E8//cTq1asTAGVZZuvWrTl69GiuXr2aJpOJVatWtfazRqNh+/btefLkSZpMJv700088evSo07p69epFACxXrhyDg4NpNBqpU8fK39/fNcuQLVuYvH49Y9R+6969u/WSJTKqotFQkWXW9PZOC6IRF+c02vMZgEtsfidBaOBMgTDRA8A2gMMouc7oW/W+melM+z1r0gOOAwcczpftAH00Gj4MWIMIWOgHCAHvC7JstzZY+O5GGg17ZBL0aSLAEGfa8JlRLpii3oIQtEkAuyFNM3Q0wI421BvgZwAvA/yfupZPVhTxzrorLKxWTWjDBQQ4z1O6dFq5pUuTf/zh2vhlVqY75OtLduokBF4HD6YFzykgWNelGzfIzZvJ6dPJDh0cH14UNSosZqUegZsH6eERuHnIXcoV+/+4ONJms+zBg4kisSHZvVuo+VsiZMXECO2JunVzTf19BgRjehDI6L/NEb34YrY02yxISkqiJEls0KCB0zx79+6lZbMdHBzMxo0bc8mSJVyxYgXLli1LrVZrvR4aGsoXXniBt2/fZkJCglXz5u2337aW9/rrrxMAV65cmWX7goKC6O3tzaSkpAzXTCaTtV7b6IxFYi55kGNcvHiRY8eOZdmyZRlesiRffvll7tu3L1fryOlcunPnjtX80eKL8LnnnuPAgQO5fPly3rlzxyos+0WnEz7IYmPFu+3tLXyPXbjgUl2PPfYYAXDu3LlZ5q1atSolSeKePXvs0rdu3crIyEhrey0COAB8+OGHmZKS4rbrFJPJxBYtWlCr1VKv17NChQqMjY1l69ataRESOtVyvXKFnDqVh959lwGqNmK5cuUylN+/f3/GxcWxWrVqBISG2dyoKNF/6fy1/QWwns3z1QT4KsASsNdme8vNtXs/QF+Nho917ZrBl5hnTfKAUVEO581GgHpJYldkFO5+rJrCPwOhwWvLdz9vMLBqJgK1GQC12RE66HTZ0s63kBng43o9DbZrCNICOzgjCeBjej2PA86DzaQnb2+xx3O1vXXqCIsAy2+tlvzmm6zHbvDg7PWHjw/ZqhU5frwQ7hUySzin69KNG+Q77ziNBushN+gBFbgpcAOffvqpO9mt6N27d7bu88CDXIFWC5hMgNlc0C1xDdu2AU8+CXzzDaDRFHRrPPAgI86eBf79Fzh2DPD1BeLigN27xe9jx7K+X5LEp9cFNATgK8t4UqPB3hs3Ms8cFgaMGCHKzyZ0Oh1iYmKwc+dO7NixA/Xr18+QR6/XW/+/fv06tmzZgs2bNwMAFEVBxYoV0axZM4wcORJRUVF297Zr1w7ffvsttmzZYk0rW7YsAOCbb75B586dM23fm2++iSFDhuDJJ5/EN998Y3dt2LBhAIBmzZph3bp12LNnD2rWrOnG03tQlBEaGorJkydj8uTJBd0Up/D29saWLVtw7do1JCcnw2g0Ijg42C7PyJEj8fWyZWi/bx8eb9oUn5cqBc2dO8DMmYDB4HJdy5Ytg8FgwMyZMzFw4EBrenJyMlq3bo0zZ86gadOmaN68OU6ePImwsDDUqFHDroy4uDicOnUKZrMZ//zzD77//nusXLkS586dw6JFi6AobrHRAABZlrFhwwaH17p06YJVq1YhNDQU5cuXx8GDB1G5cmXUqFED69atw5nTp0ESBCBJEoKCgnD06FFs3boVDRs2tJb/0UcfWcv89ddf0a1bNww6dQofXb6MBgkJCAXwKoANADqo+eoCCASwBsAeNe0JAMMBxAIo5sYzXgDQQatFdIUKWPzpp5BysCZ7cJ+idWtgwYIMyc0BfE2iqyShjUaDz1NTUUK99lxqKvRGI55NTMQ5EisAeKnX6ptM+CglBV8D6Oaguv0AKioKkJLiXjtLlwb8/YHjx927T8UEb2+suHsXXwPYDuAbAAcATADwLoD1AFqqea8CaCTLOGo2YxOARklJ4oLlryPIMlC1KuDnB/z9N7Bpk/O8iiJ4L5NJ/L55E7h+Pe16SorYf6xfDzRu7LycKVNEf/z8s/M8ABAQANSpAzRvDrRqJf4vivsaf3/glVeAHj2AJ54Adu4s6BZ5UNTgjhRPkiTKsmx1/mr5bSFHabIs50RwWKDwaLh5yF3K1Qg3L7xQ0DPFgwJEodEAOHaMXLKEHDJEmIfms+PWnyBOe2f4+5PFimWev379XHnknTt3EkCmgRNOnDhBABwyZAjv3r3L6dOn8/HHH+elLKIolixZkgaDweo83ILo6GhKksS6detm6XfKaDQyNDTULu3w4cOUJImlSpViSkoKw8LCOGzYMJKFaC55UOSRL3Np61be6tSJs2fPJgDOe+21bBfVo0cPAuDAgQNJkteuXWPJkiUJ2PtbA8CqVavm1hPkCPPmzbO2qUSJEla/ekajkQ0aNGD7du3YqUMH/vXMMzy5aRNlWWblypUzLTMpKYkdOnSwe14L6SCCaljW0beQpumWnTX7DsA6BgPDS5bk2bNnHbbHsyZ5wC+/zHQebYDQsgzVajP4OlsvSfTXaBij0XCnXs+VK1cyyWDgkxARSbc7KG8IwDJZmWU6cqav0wk/k9l4Fz5UtWHfcXAtBqA+XdoW1QXFrJAQ+/zpNdaio4U1Qf367pl3+vraRyt2RuHhwldbVrhwgfzqK3LCBLFnGTqUnDiR/PxzEem+MEbJzQQurUuJiWSfPvnKB99X5NFwyxobN260+52SkoJXXnkF165dwwsvvIBKlSoBAA4ePIj58+ejWLFimDp1ajbEgB544AHmzQNKlADGjy/olnjwIOH6dWDtWuDXX8Up5+nTBdcUAH0lCe20WgytWhVQtcgcQpKA0NBcqfeHH34AAAQEBDjNc+3aNQCAv78/vLy88PLLL7tU9pUrV1CjRg34+PjYpa9atQpNmzbFrl27MGPGDEycONHh/X///TcSEhLQq1cvu/Q+ffqAJH7++WcoioKuXbvi22+/xQcffOBSuzzwoNBAo4Hv++9jcHQ0/vzzT4z98EM8+8Yb0Ol0bhf1+eefY/v27fjwww+xe/du3L59GxcuXMC4ceMwceJEnDp1Clu2bEGvXr0yaKMWFAYMGIBZs2bh2LFjuHDhAhITE3HmzBnExsbaZzx8GAgMRGx0NI5loVms0+nw448/IjExEXeuX8fqN97Auq+/xtmbN/EaAMuTHwTwBgA/AJmstk5hAtBLr8c/sozNq1cjPDw8G6V48ECgZUuhneXE+qQFgL8BPGo2o4dGg39MJli+mi1J/Gky4XFFQfOUFEw4ehTtJQmLAPwDYKKi4KfUVLvy6gOYnZyMOwDsv75I07oqV05o79vem5wMXLok/s9CO/8QxHuzD8A+rRabU1IwDMDodPk+BHAMQoPfFstv34YiSXjs6lX7C+HhQKlSQEKCsCI4fjx7Gnd37gC7dmWd79w5YOxY4MMPM89XogTw+OPut6MoQ68HFi8W/Oa0aQXdmryDJAkqKtZhhR05keqNGzeOlSpV4q1btxxK/CpWrMjx48fnpIoChUfDzUPuUq5quFnof/8r6BnjQQEgXzUAzp8np00TGmy5FJErJ3QT4HgIv0L+Gg3PBgeTtWs7v6dkSREqvnx58uLFHHXF7du3CYgIhYcOHXKaLyEhgQDYunVrl304XbhwgQDYp08fh9dNJhNlWWalSpWsv/fs2UOTycStW7fy1KlTHDFiBAFw69at1vvi4+MpSRJr1ar1f/bOOzyKog3gv72S3gghlAQSCL333ruASBMBBUFFAbGAggrKB4hdEJUqKihKka6CBRCR3lF6BynSOwkpd+/3x1x6u8tdCrC/55knuZ3Zmdm72dnZd96ScGz16tUCyLZt23RtEh2XkdNjadKkSWI2m9P0WWgvFotFqlatKqA0t+KjecYzY8YMAeStt95ytrsuo0SJEuLr62tX2WHDhgkgixcvTp0ZHZ1+AJn161PNpSVQvqN2ZGHevgnSydtbDAaD/Pzzzxn2WZ+TdEQk7eBLZcqogEu2z8dBPDRNhqfhP+sOSF2DQfz9/eWAu7sIyFizWXwMBlmXouwG2/0/CZRvyKT57u4iRYqk7Rw/adCElOfZUjRIB1vgEwNIOZNJeoB8joqQmrTsQVs//EFOpcj7D6XV18TLK7n/uvLlXbO+ckQbzmgUOXYst0dIjuLwvDRiRK6vl++59IBquBmcEdbNmjWLfv364evrmyrPz8+Pfv36MXPmTGea0NHReeEFmD07t3uhcz+ybx889hgUKwbDh8OGDXliN2so8KHBgLebG/MsFkIqVoQdO9I/ITpa7UyPGAHXrjnVto+PD8899xwiQrNmzbCm8314eHiQL18+fv/9d4xGI2azmQMHDmRYd1BQEO7u7ixfvjzNfIPBQJs2bdi/fz+ffvopgwYNolq1ahiNRurXr09YWBgTJkzAzc2Nvn37UqFCBa5evUqTJk0QEd59992Euho3bkxgYCBLlizJ+peho5PL7N69G6PRSMeOHWnfvj2dOnWibdu2VK9enZo1azJkyBAGDBhAhQoVaNKkCU888QTPPvssQ4cOZdOmTYC6r9q2bZtQ5+wUz9NXX30VDw8P3nzzzRy9toyIunyZ6Nu3+aN4cWjXDl5/XWnepMGoUaPQNI13Xn89dWZKjZyk/xcpovxvJvGLdw0oClR3sL/HgHpmM6s1jaVLl9K+fftMz9HRoWvX1MdOnVJjsnFjAIoDb4ow4fZtpqCkVfF4AYvd3PD29uZhES4Dz8bGUhlojFpLRNnK1gWeBQYDK8+fT+5LLDoazp2Du3dT9yepttvt22lexkbg55gYpgO3gf1xccy1tZXyRTt+ltkEFEuRVwj4AVgfGckoQ5Izk963zpCZ/zqTCRo1gmrVlJ+36dNd0+79yjvvKC3AJH59dXTSxBmpnoeHh7z//vvp5r/33nvi4eHhTBO5iq7hdp8nF4T6TpmyRcMN1E7TvHm5PXJ0cpBs1wD47LNsuQdckfIZjTIi/nNm/kZCQ0X+/ltd040byr+Gk3z99dcJkQhnzJiRbrkdO3aIv7+/gNqxnjx5cqZ19+vXTwA5fPhwqrytW7cm87MU72OqSZMmMmLECGnbtq0YjcaE/KSpR48eabZVunRpuXDhgq5NouMSclozKSQkRIAEH8FJx7zJFrEwo+Tt7S1t2rSR999/XwDp0KFDsvrXrl0rgLz88ss5cj1pcv26yMsvi8RHKX77belk63++pFEXn38+7fPPnpXq1auLpmmpfEPKpk3JP1+6lPr89u0T516Qog7O14uMRsnn4SGlSpbMUCs4KbqGm46IiPzzT/pjy81NxMtLJCBAoosVk0He3gLIQwaDnEux7p46daoUMJnEw2CQQJNJCoCUNxjEXdOktJubbLeVtYJUNxqldVq+2uxMF0FqgHxLovbaKBB/TZM4O873RmmxZVSmjbu71HNzU98BqOjCrlhf+fikeTwWpKLBIK19fEQqVBAJD1d5JUvm9gjJUbI8L+3fL9KuXa6vnbMlZSWyb0bpAdVww5lGqlatKhEREXI1DceKV65ckRIlSki1atWcaSJX0QVu93mqWtXlIZ6zTeAGSug2d25ujx6dHCJbX0g++yz377900lDbS/QIg0GZt9apk3ZZd3d1HV99leWvISQkRDw9PcXLy0u8vb3Fx8dH/Pz8JOkLe7169dI9f+LEiQJIaGioTJw40a42ly1bJoDUr19fYmNjxWKxyOrVq6VLly6pBArxKalwLjo6Wt566y359ddf5emnn5YWLVrIJ598kmZba9euFYPBIEajUfr166e/3Oo4TbbNS2mYPR4+fFgAWRoviLKhaZq0a9dORET27t0rx48fFw8PDylWrJhYLBa5ceOG7N+/XwYPHixFihRJdi999913yerq0qWLAHL27FnXXo+93LkjUrq0mtNMJpF//5WlxYqJe3x/X31V5b38sjL9T4voaHm8aVMBZFuK70o+/FDkt9/Sb//uXZFu3RLm1VQCN5Mp3WA1F0EeK1ZMAOncuXOa7wLpoQvcdEREOdUvUMDu9cFykIKaJhXc3ROEXfHr7r3u7jLezU0+ABlTvLgEmUwSAlJB08Rd0+Qrm/Bqtu3e2puF9UkUSMMka4RSRqOE2/7vnqScBWQXyYORCMhPtrLDMmknn8EgDU0muRV/zMn3tmiDQT708JCd6WyyfppkjpwMsj9pfm7NjbmA0/PSwYMiw4erjWAnfq88k4xG17uZ0QVujrN06VIxGAxSoEABee211+Trr7+Wr7/+WoYPHy4FChQQo9EoS5YscaaJXEUXuOnJ0ZStAjdQE18GGjc69w/Z9kLyzz95VrPtGkioTbNsor+/SL16aUcNK1gwUavNCQDx8/OTsmXLSunSpaVkyZJSokQJqVKlivTp00fiF6BJfbRFR0fLxIkTpWrVqglRuWNjYx1qt6nt5djPzy9ZpMSiRYvK/v375fDhw7J3715ZtmyZ/PTTT05d45kzZ6RatWpSv359/eVWx2mybV66eDHVoY8//lg8PDzk9u3byY5rmiZt27ZNdqxDhw4CSL58+cTd3V0aNmyYcF9eu3ZN3n77benUqVOqe7VMmTLi5eXl2mtxlMKFE+a2k08+KUYQd7NZFj/7rEhgoMjUqRmeHnX5sphNJilUoIBISr/JN26I3LolEhWV9sl374p8+mnCxkYgSGjK+bZevVRz8AIPDyng5yeBgYEyZ84csToYjVAXuOkkkETgm2by81P+ZW2aNpvMZgFkSUbrbnd3ORkeLpV9fcVL06SL7Rn7pK+vjA4LE0C+y8IapZ+Pj3igoou6g/QAeblgQVkcESG3be1/AmIkUYDlD9IGpBKICeUj8UYm7SwD8dY0qeLhofy8pXhvOw/yFsiPkNzXWxrpKCpqMCBFjEaxxucl0VxqZzBIBEh5Ly8xaZoUdXNLLLdiRW6PkBzDZfOS1Sqybp3aKClRItfX1llONr+ILk26wC1rLF68WIoWLZqg7h+fihYtKgsXLnS2epcwadIkCQsLE3d3d6ldu7Zs2bLFrvN0gZueHE3ZLnCLT++9l9ujSCebybYXkswWt7mQLoB8AFLAYBBPg0HMqIVqWdSiOMHpcLFiIl27iqQRqCcrAGIwGKREiRKp5vlLly5J/IK5XLlyEhsbK6dPn04QkBkMBqlWrZqsXr06S22PGzdO/P39xWw2S6NGjew2xXIUq9UqDRo0kJo1a+ovtzpOk5OCknjtM4PBkCwB0qZNm2Rlr127JkWLFpWQkBDJnz+/ADJ//vxM2wgICJCiRYtm1yVkjtWa7IUswjbnrHvhBXUsSSCU9GgXFCSAzB43Tp2zdWvyAhZLxhsU3buLDB0qghK4haSco5MI3CJB+tjmwM6dO8v5LAap0QVuOglkpnFvMKigSU2aJGjbNDEapa4d6+7b9etLNT8/KefpKVNNJvHRNAk0GqWyl5ccqFkzY+0dTUu14ZfPZJJRIC/b7tMgVGCE+iAVQGrajucDGQ7SCyTYdswEUgZkhh1rouvu7vI9iBtIsNks2+K1YFFBF4qDuNk04guazdLZ11de8PCQDzRNZoB8jdJUGwPia5szAXku5fdqW1/5GgwyLl8+kaZNZaGt7Pn4cp9/ntsjJMfItnlp/36R8eOV2amLLauyNbnanBQeWIGbKTMfb5nRuXNnHnnkEXbs2MHx48cBKFGiBDVq1MBgcComg0uYP38+Q4cOZdq0adSpU4eJEyfSpk0bDh06RHBwcG53T0cna7zxhnLwOnGiCquuo2Mvf/yR2z1IxmUgXNOwAr2sVt4G8tWrxxObNrEUeAJYACwFGD8eunVzSbvbt2/H09OTqKgojh8/zqFDh6hVq1ZCflBQEKtWrWLq1KksWrQIs9mckDd+/HhefPFFTKasP0JHjhzJyJEjnboGexg9ejQbNmxgyJAh2d6Wjo4radq0KYsXL6Zu3bp4eHhgtVqxWq1omsZbb72VrGxAQAD//vsvABUqVOD69et06tQp0zYiIyMpXrx4dnTfPlauBNvaeQMq+EBXoOHnn6v8p57K8PQvv/ySFZcvU7t8eZ54/nkYMyYxU0QFTTAYoHLl9CtZvRquXAFAS3q8cWNVR3Q0lCrF2Vu36HTjBvtE+Pbbb3niiSfQNC3NKnV07KZhw4zzrVY4exY8PVUwhchInrdY6A4cBcIyONV7+3Zm161LjfXr2RsczPXixTFGRqqACR4eCfWliYgqZ7EAcEPTuBYXRzmgB1AQGAG8gLpv3IFooCywAxXQIZ44wN7VwnagcWxsQrCHi7Gx/HT9OjWBzUB7k4mCbm4cjozkKjA7Npb9sbGsBo4DcZpGnAhmTcPTYKC21cpmg4EqInwmkvx7tWEErP7+sHcvWpkycOgQCSuec+fs7LlOupQrp9LQoWo8/fOPClK2aRNs3AgnT+Z2D9PGYEgY/zpOkjPyv9yjdu3a8nwSR7MWi0WKFCki79mhIaRruOnJ0ZRjGm7xqUuX9E1FdO5psmWn7fr19MdSQIByUOxqfw2ZpBuo3dSEXd8mTRLyjoMUsOX7m81SqmRJMZvNUrFiRblw4YJTX0XVqlUFkMDAQAkODpaoDO6jDz/8UNq3by/9+/eXZcuWOdVuTjJ16lQBZNy4cbo2iY5LcOm8FB0tcuZMutl9+/aVSpUqOVTltWvXRNO0DH0vJsXX11dKlCjhUBsuZc2ahPnuOdtcdxqU2fyIERmeevr0aTGZTOLj4yN37twRWbRIJDhY+WyLjhaZOVMVnDVL/T17VuTff5NXcviwcoxu60N+kCIgUr584jzdpInsAink4SGhISGyY8cOpy9b13DTSSAuLl1n/slSWFjC/3dAvA0GGWfnuvtTmxlqPT8/2QVqrePl5dBaZa/t/lyX5Ng2lCZZlAvXRB3c3KSMpslGlA+4u7Z7MBakqO062gUGSlVvbyns5ib5TCbxNBhEs/XP22CQ5m5uMgykq5ub5DMaJcRolP8yaPMhs1naeHpK3+BgqeTpKZDEVHXAgNweITlGrs1LZ86ILFwo8tprIs2b5z0tOE1z3buBruF2/xETE8OOHTt44403Eo4ZDAZatmyZEC4+KdHR0URHRyd8vnnzJgCxsbHEZhZK+V7CzU3tFOm4nFjb9xqbU9/vL79Au3Ywbx7ky5czberkCPFzjkvnnlu3kt/77u5QsSLs2AExMWo3N4fDm38VF4cWG0tVd3dizWa4ejWhj6HANquVpwsV4rDVyukzZwgKCmLv3r0UKVKEGjVqULRoUb766iu8vLwybigF0dHReHp6cv78+YRj6X3XL7/8Mi+//HKm5fIaP/zwA97e3lgsFlavXo3FYiEkJITg4GBCQkJ07RQdh3HpvLR9u9o9T8PaIC4ujuXLl9O7d2+H2po4cSIiwtNPP53peefPn+f27duULVs2d+7pU6fgyy8T5rvz0dFgtVLQ05PYJUugZk3IoF99+/YlLi6OJUuWYDabiT15Umnr7N+vvtd166BXL1i8WM39u3bBtGnJ65w+PVF7CNCiohAgtkgROHECgOObN9PWw4MipUrx44oVFCxY0OnvK1uebzr3Lg0bwtq1GZe5eDFBy80cHk6Xgwf5MDaWun5+QMbr7oEFC1Lh3DkG3bpFLU3jpNlMcKlScOBAMk2vZGiaEhHYCBCBu3c55+eXMG6r2BKAK0byaauVn6Oj+dJspmYSDfrYO3dY7O7Oads76tXr16mhaYRoGh6Ah9GIh9GIG3BahO0WC/MMBorFxTHQYKC30Uh+N7e0+6hp1DMaGXXrFkRFUUnT6ODujhgMxBoMYDZnOA/dT+TavBQcDB07qgRq/t62DX78EebPh8uXc7Y/SYm3okrvPnGUuLj7ajzZO1Y0kSSziYMYDIZMF+yaphEXF5fVJpzi3LlzhISEsHHjRurVq5dwfPjw4axdu5YtW7YkKz969GjGJFXHtzFnzhyHX+Z0dHR0dDImKiqKp59+mkaNGjFw4EC7z/v777959913EzZI3N3dGTFiBFWqVMnkzESGDx/O4cOHefzxx3n00Ucd7vu9wLVr1xg/fjwnTpzgzp07yfK6du1K7969ERFd8KaT5/jnn38YNWoUH374IaVLl7b7vMOHDzN8+HD8/Pz48ssvcXNzS7fs77//zpQpUxg6dCiNGzd2RbedYsCAAVy6dIlFixbZVf7VV1/lxIkTdpe3hz59+mA0Gpk5cyYA169f54033kDTNN577z38/f1d1paOjjNERUUxbtw4jh49avfzf/To0Vy9epWJEyc67PZIROjTpw8dO3bMtjXD+fPnGTBgAGPHjqVyCjPwjz76iA0bNuDt7c13333n0uf23r17efPNNwHlMiMiIsKu8zZv3szOnTspU6YMlSpV0l016TxwREZG0qtXL27cuIGfTfifFk4J3Pr27Zvqho+Li+PYsWNs2bKFypUrU7Vq1YQHd07jqMAtLQ23okWLcvny5Qy/xHuOhx5SNuM6LifW05OVX39Nq6eewhwVlfkJrqRIEViyBMqWzdl2dbKF2NhYVq5cSatWrZL5D3Oahx+Gv/5S/xcpAvnzg7c3HD6stN3i81Ls7mYHyywWHo2JYb+7OyUNBihcGP77L3XB0aMhhQ+yzZs307hxY1q0aMHatWuxWq0cOHDAbn9MZ8+epXbt2ly6dIktW7ZQrVo1F1xR3iQ2NpYVK1ZQpUoVrl69ynPPPUdERAQBAQHMnz+f+vXr07ZtW9q0aUOpUqV0AZxOumTbvJQEq9VK8+bNuXTpEnv37nV4PH744Ye8+eabvPDCC4wfPz7dcu3bt2flypUcOXKEsLAwZ7vtOG3awObNAGzWNBpHRtLJw4MfVq+GJP4k06NRo0bs2LGDyMhIuHBB+bf85x+lkTBzJvz6K8ydC927q3k/XnsiJSNHwqRJABSJisJkMPBv/vzcvnWLVm5unHVzY+2GDS71dZcT40jnHuLnn+Hxx+0rW7Uq7N4NQKQIj1osrBFhlZcX9TPQNtlptVI3OpopZjPPRERASIjD70IdYmM57+bGFqsVYzY8Jy+IUPTuXRa5ufGw0agONmxI5Lp1FLl7l0jAX9P4y82NcjaBYYyXFwcKFeKfEyfYExvLP56eHI2OZoYIzeLryIgCBbBUrUqllSs5GhVFiKZxyN0dN02DgADYuhUKFsRqtXLixAn27NnDnj172LBhA3/88Qfh4eGcOnUKEaFEiRI0adKEQYMGObQB6hSXLilfaKdOwc2bSnsqMlJZS1y5orR7bdrDGAxKS9LPD4KC1Bq4WDEoWRLKlSPWzy/vzksi6j758EM1z2dEEt+DLsVgcF7T7d9/4T7auLl58yZBQUGZCtzILpvWDRs2SP78+WXTpk3Z1USmREdHi9FolCVLliQ73qdPH+nYsWOm5+s+3PTkaMpxH24pU758Ihs25PYI03EB2eZL4p13ko+ZKlVEypZV4b8LFxYxmURCQkSqVs3WsbocpIjJJOXM5sTjmiYSFJS8bL16qf0OSeL8/Mgjj8jWrVsFkHz58smaNWvs/ioOHz4sgDz99NOu+37zICnH0kMPPSSAmM1meeWVV6RVq1bi5uYmgJQvX17ef/99OZOBby2dB5ec8HFz6NAhAVKt3RzBYDBIo0aN0sy7ceOGVK5cWUBFIM416tdPmOe+Q/lfmt2woYwZM0aKFSsmvr6+4u/vLwEBARIQECDe3t7i4eEhJpMpIVorKB+NMneuqsvNTf1t3lxk1y71/9GjGffjySdFbPNwUVQ0xUsgT+fLJ77e3rJz506XX7ruw00nGf/+69gaokyZhAiitz08pHjx4lLXw0OsGZyzFxXR00fTpJ+mye0srFs22u65mcWLu3xNdBaklZeXALIlaV6lSgmRQzfkyycVvbykoMEge0HeBDHbopWmTMvsjTBpNIqULi07q1RJODchQunSpQk/0cMPP5yQHxQUJM2bN5d58+aJ1WqVK1euyJIlS+SFF16QYsWKSZkyZcRisWTvmImNFXn5ZbVmddFvEFOypJqXPv1UZM+e7O1/VrFa1e9SrVrWrzWr0UddEbX0AfXhRnZ24tVXX5XGjRtnZxOZUrt2bRk8eHDCZ4vFIiEhIXrQBBc/KPSkUq4L3EA5gl2+PLdHmY6TZNsLydmzaS9QNE0J2kAJ37J5nL4M4mc0yuGkx/38El78BNTL49SpaQYG6d27twCyYsUKERF5++23E15C44/Zg8lkktq1a7vs682LpBxLvXr1koCAgGTCyVu3bsmyZcukZ8+e4uHhIZqmSatWreS7776Tu3fv5lLPdfIaOSEo+ffff8VoNMqHH36Y5Tr8/PwkLCws1fE7d+5IgQIFBJBu3bpl/0thRjRunDDXDUW9yJpIfGEuUqSIFC9eXMLCwiQsLEzKlCkjlStXljp16kizZs2kUaNG4uHhIYAU8POTZYMGiaxYIbJ3r8iyZSpwQnzAhIyYN0+kTh0RkGUVKgggxUHcTCb56KOPsuXSdYGbTipSbrZllEqXFqlbN2HdPXr0aAFkSSbnXQMZYru/KsULpx1M3d3dpYDZLAvLlctQwOdI+gUkv9EohY1G+T1pXsGCIpomPU0mqWoTMF4EqeTlJSYQDWQEyHqQebbPj+TPLw/lyydXCxWyvw/+/iJhYbIP5Eb895JiM2LSpEkCyBNPPCGrV69O9934999/F0D++eef7B0vPXumvY7N6u/g4ZH6HS40VGTQIJFVq9R8mpewWkUWLxapUCHb1+vJkm0cJvvsSEAFXeDmeqZPny7e3t7Z2USmzJs3T9zd3WXWrFmyf/9+efbZZyUgIEDOnz+f6bm6wE1PjqY8IXADJVD59tvcHmk6TpCtLyRPP535+MnmMToTtTi8lfR4WrvGXbqoKGZJWLhwoWiaJqGhocmO//fff2I0GqVQoUJ2fxWapknLli1d8rXmVVKOpQsXLsjZs2fTLX/9+nX58ssvpVGjRgJI27ZtJS7Fb6DzYOKSeckOIdcLL7wgPj4+cu7cuSw14e7uLhUqVEh1vHz58gLYtemaLVy6JNKrl8i77ya8uNywzYWA+Ht7y5NPPimAlC5dOtPqLBaLDBs2TEwmkwBSoUQJ2T9xosjNm/b36c4dkWbNRCIiRAoUkJYkCv2uXr3qxMWmjy5w00lFy5b2ryHq1lXRdZMISVqYTFLWYEiMrplBmmsb3//Fr3fq1UsWIT3NZDSKhIbKfyDtbOd/7aL1UCl3d2mI0ixNlmd7XwszGuXVJMcvgnQ3mWSZySS/grS2aai31TSx1K8v0rChSI0aqryXl4o67O2dvkCqfn0ldGvaNFFLtkyZVD/RyJEjxcfHRwAxGo0yZ86cVGWuXr0qQJp58Vy/fl3+97//SfPmzaVZs2bSvHlzGTt2rP3z/Zdfpr6GpNeWFcFbeLjEFC6c/jucp6f6ft56S+SPP9LcCM4VLBa1sVK0aLav2xOSMxFLdYGb6+nZs6cEBQVlZxN28fnnn0uxYsXEzc1NateuLZs3b7brPF3gpidHU54RuIF64Iwfn9ujTSeLZOsLyZkzIh4euTo+f0UtWHeCXAGJic9L2a/GjZMtbGbPni2apomnp6ccPHgw1aUNHjxYAPnkk0+SnbN06VKxWCxy8uTJBK2WeNO1IUOGuP47zkM4M5Z+/fVXMRqNMmzYsGzomc69Rk4JSq5evSr58+eXPn36ZFju4MGDYjQapV27dsmOAfL4448nK/vrr78KIF26dMmWPtvFZ5+lmgu32ubC/5Uvn1AsLCxM/Pz87K72xo0b0qFDB4kXlLWrXt2xtWuzZmLJn1+etgnuypcpI2vXrnXkyhzCqXF065bIyZMix46JXLni+s7p5A5Dhzq2jihVSsTLS2K8vWXp0qWyxd1dAJlmx7kXQDwNBhnq7q6ETZ6eSrO/bFm726/g5SWDXbEeMhqlkNksY9PKq1VLrtvu6dlpCJE25ssngJQ1GOQ7kGhQ15E/v7qmoCCR2rWV65AmTUQaNFDX26iRSHBw8vcFT8/Ugqo//kj1M8XFxcm+ffuka9euEhAQIL/99pv89ddfCenMmTMSGhoqI0aMSHVuZGSkfPzxxxIYGCgeHh7StWtX6dmzp3Tq1Ek8PT3FZDJJ9+7dMzdjHzjQse/YYBCpVElp7bm5pSuQc+gdztNTpE0bkYkT1VyU20RGirz9thKsumJc2vu9OnqOLnBznG+++SbN9Mknn0j79u3FYDBI//79nWkiV9EFbnpyNOUpgVt8GjZMqR7r3FNk+4vtV18l7mTmQuqNWkR+C5IPpF/8Aijlgjc8PEGVf/r06QKIt7e3nDx5Ms3Lslgs4u3tLfE+3Xx9fSWlbxMfHx+ZN29egonE0iR+Su5HnB1LvXv3liJFisjixYtl0KBB0r17d5k6daocywuLTJ0cJSc1k7788ksB5Pvvv0+V999//0nfvn2laNGiCfd1aGio1KpVSwICAkTTNNm7d2+ycypWrCiapsm13FzwX7okEhCQbI5rZuv/+MceEx8fHzGbzQJIeHi4w9Uf3LRJKpUuLYCYTCYZOnRo5mazp07JRR8fGW3rx6R33812jVa7x9Ht20pb/8UXRR56SKRIkdTPk4AAlffVVyK6+fu9y9dfO76WyJdPYpo2TVh3982XT/xBzthx7vsgBpBGnp7Sx9dXDhYrlszMO7P0kNksj7hoPRRoMsn7KY/7+Ih4eMhHtn4eSeO8aJBaHh5SwmiU6ynzNS19Ta/q1e3rW8mSIv/9l+bPdeXKFQkNDU21vvLw8JA2bdrIww8/nKz85cuXpVSpUmI0GuW5555L5Sf22rVr8tlnn0mJEiUEkNatW8u4cePkxx9/lNOnTydv/NYtkRdesH/jOF8+JWhs2FC5LQkMTLNc0ne4VSCnHPkdK1cWGTtW5MgRl94WDvPvvyJdu2bb2t3ppAvcHEfTNDEYDKJpWqpkNpulf//+cvv2bWeayFV0gZueHE15UuAGyilybGxujzwdB8iRF9u//xZ5/PHkO505lI6B1Ezi7NeoaXKjQYPEMgaDiJeXHPz0U+ndu7fkz59fAPHz88vQHFJEZPPmzdK4cWMJCQmR/Pnzy/Dhw2XQoEHSunVr6du3r7jbdsLz2XaHb926lX3fcR7A2bFUtWrVhN+pZMmSUr9+/QQTtoiICBk4cKAsXrxYduzYIRs3bpQ1a9bIr7/+Klu3bnXxlejkNjkpcLNarfLEE0+Ip6en7Nq1K+H4tm3bEoRSbm5uUr58eenSpYt4enqK2WwWo9Eor776arK6Tp8+LYA0a9Ys2/udKWPHJpsLA0DcQML8/ERLMiduyGoApLt35afFiyU4OFjNmT4+MmvWLJH0zENfe03KG40CyIAnn8zyZTmCXePo+nVlCufIsyUiQj3XdO49tmxxet19FaSwm5u0B7Fkdh7I+2az9AIpajZLKU9PueHrq4Ru8ZuRZcsqzTA/v1TnP2swSDWz2Wk/bjdBjCAzUubVry+nQLw0TV7y9U04fhFklIeHhJjNssC2lvIzGuUxsL8v/v5pHl8PMhVkAsg7tv//DAiQu+PHi6R4Fz5y5Ih0795dUgrcypUrJ0OHDpWQkBC5YtNAjYuLk9atW0tQUJDs378/w2EQGxsrs2fPlqZNm0pAQEBCvQULFpSvvvoquVzh8mWlNWyvABEyNDeN8fWVpUuXyvhixRLafRHkupeXY79rgwbKzDM3zU6XLRNxxI+fs8leM15d4OY4f/75Z6q0du1a2bNnzz0taItHF7hlMaV0qPgApTwrcAORdu2Urxade4Ic9XFjtYps2yYyYYJS1X/0UZHWrdWOXVCQayITpZGiQd53dxeTpklNX1+JS6qe7u8v7WzOzeOFYz169JBLly45fbnz5s1LqNfNzc0FX2DextmxNG/ePJkxY4acOHEi4diNGzdk2bJl8vzzz0upUqUk5aI7PrVp00b25NVoXzoOk9O+tyIjI6V69epStGjRBI3K+fPnC5DMjDQz1qxZI4BTgRhcRps2yebBpIESHnnkkQQH8D179nS87kOH1Mu0TUD53muviYdNiFchIkIsKTXXbtyQa/7+AsiMGTOcvjR7yXQcWSxKay0rz5YCBZTbBJ17ixs3nFt32wJ//Izyifgy9gugDoP4mUzyVKFCyp9byZIivr6JfuXSeG963xakyc9gkMoGg5Ty8JBwd3dZY8v/F2SKl5dMhwz9yv1SuLAAcihlXq1asto2L6xNcry6h4d42u7pybYgU/Ns5VIJ7dJIcbbyH4OMtmnWRaJce3hqmhhBfAwGCbJtagDiZTBIOx8fOTFgQIJ/yKlTpwognp6esnz5crEmsaTZtGmT+Pr6SmBgoEyePFlef/11MRgMsmrVKoeGhNVqlYULFwqQoODj6+srAwcOTLYJIyJqDduhg1Nr0vixNCXJtQPiq2kyW9PE6qhVSFCQyJtvily44OzdkTUuXVLvfk58Jy5PusBNJyW6wE1PjqY8LXADFYnMBQILnewnTzmVvntX+aj4809l3vP22yL9+6vFaERE8siiDqRokDog7pomh2vVSpY3A1sksUqVUpmGOUNsbKz4+vqKm5ub+Pv7S+HChV1Wd14lJ8bSyZMnZcdvv8nevXvl8OHDcurUKVm4cKFERESIwWCQ5557zq5gRTp5m9yYl86cOSOlSpWSokWLyhGbuU6RIkXEYDDYbR66Z88eAeTNN9/Mxp7aSQqN4nhTzidMJomNjZWzZ8+K0Wi0K2hCKnr2VL6K/vknQTMn+ttvpb5t8+LooUMqimk806fLVFv7afnEzC4yHUevvurcWqdTpxy7Fh0XUrhw1tfdNWsmHJtiEyK/7UA9nTw9pSko31zxx8uWVcEH0tAIuwOyCOQDkIGaJq+A1DWZpABINZsWvQllDlrFzU1e9vWVDwwGuZqintfCwqQwKYSDAQEiJpPEgUR4eEgDlLaZBaSKySSP2zTM59vKW0HKuLlJczt8al203e9uIEVAzJomA81m+dQ2RzT29pZ2vr5SycNDahgMUszNTYwgZpBenp5KoG0z81+8eLEUKlRIChUqJNHR0XL69Gk5dOiQiCiz/379+km80Or999/P0pDYvHmzADJu3Dg5ceKEvPnmm1KkSBEBpEyZMvLaa6/Jxo0bE03nlyxR69IszBtJ3+Fugkwi+QbiK15e6ndyVLHEw0Nk8GCRlKaxOYHVKjJiRM68Y9qTdIGb4xQvXlyWLVuWbv5PP/0kxYsXd6aJXEUXuOnJ0ZTnBW6gwqkfP57bo1AnE/KUwC0zYmNF9uxRwrghQ9Qc4+6e4Tg8C1LPtmj0AuXM1pb3H2qh6m0wSJSLtTIHDhwo8aaQBoNBGjRo4NL68yI5Npb27hX55ReR+fPVLviRIxL98cfyySefSEBAgPj6+sqCBQuytw862UpuzUtnz56V0qVLS0hIiHTs2FHifQVdsdNp/tNPPy0pg6nkGknmOkH5CQKlkWOxWBJMQadMmZL1NqKi1Jx8/bqIiMyy+avs2LGjWGzHRESOd+gg7pomzz77rLNX5RDpjiOLRflrc8VaZ9u2HL0mHReQWaTQzNbdSbTxx9q0lH6ws54wd/dkkUCzks57eUldDw/piYqEeg0VFKWtu7uURW0uPmIwyB2QWSANPD0FkB4pTVaTbEB+nz+/BNlMvreDNAdp4e4uGkhfTZMYlIaah8EgPQ0GtQGaieP8diaTGEEK2uaejp6eshmkZ4EC0iEwUB728pKBIE+bTPIQSICtfQPKhFVAaW6JyIIFCwSQs2fPStmyZcVoNMorr7yS4Kpj69at8vnnnyfTgHOErVu3CiBjxoxJOBYbGys///yzPPXUU1LAJigsWLCg9O/fXzZu3Kj8/r7/vsPBwdJ6hzsCUi2Jqf9gkDiTKWtjxN1d+Z5Lxy9etjJ1qnPRRV2VdIGb42ialqYz23jmzZsnBoPBmSZyFV3g9gCnLDqTvycEbqB22HX/Snmae0rglha3b4vMnq2c1KYYf5dACmuaaNjMFVLkP2Y7vqpuXZcH/Bg5cqQk3bEcNGiQS+vPi+ToWFq8OPnnf/8VEZHL58/LY489JpqmyYQJE5xrI5sduuukT27OS+fOnUvQbChdurRdwjaLxSKPPPJIwjmZBhDICb74Itl8F22bi540GqV1w4YCyP/+97+s1b13b5pzZuzdu1LW5uC8YMGCsnfRIpGwMBmvaeJhNue4G5g0x9HFiyKtWrlundOrV45ek44LePppl627rSDdzGbJR+bO7+O1vuZm89p7ga0dH5s5ai3b53EpNaZSBG+4YSs3G6SbwSAtNU1moLTTmri7yzWQr2xlZgYGZuq76zrIFyA9fHzkCzc3iYz/7tLZKL2B8ulWxGiUXwwGZW4LIs8/L8ePHBE3NzcJCQlJELZ5enpKaGioLFmyJMuCtni2bdsmgIwePTrN/Li4OFm3bp288sorEhERIZqmyahRo1Tgl61bE/uahbEUC/IZyOsoa4z4deM4cC4aqLe3EljazHNzjG+/zX23Tw+owM1ANnLhwgW8vLyyswkdnewhJia3e5C9XLwITZvCjz/mdk907le8veGJJ2DdOti7F55/HmzPg2nAdWCMrWgk4AeMtn1eA/h7etKidWvQNKe7cujQIQYNGkT58uV55513kuW1bNnS6fp1kmAywY0biZ+LFgUg/7vvMmfWLIYPH87QoUMZMmQIVqs1a20YjS7oqM69RuHChfn999/Jly8foaGh+Pv788cff1CpUiWmTp1KZGQkjz76KC1btmTMmDFYrVbq1q3LsmXLqFWrFnv27MFgyNZlr3307w/Hjqnnr6bhZuvTfOD39etp1KgRo0ePzlrd166ledjk7s6BN99kRK9eXLx4kUrduvHCqVPMMBpp1qIF3t7eWWvPVaxfD1WrwsqVjp2XUb8XLYKrV53qlk4OEx7usqo0YHpsLD5GI9UMBr5BSUvS4h/b32ouaz1tugIjfX15wWrlKLAFWAAMsViSFzx2LNlHPyDUZOIA4CfCLRGeAb4TYW10NOuB+JVMv6tX2Z3Juskf6A/MvX2b/jExeEZFqYzo6DTL+wEjgLMWC22t1sR3pMmTKf7MM0waO5aGDRuycOFCPv74Y/bv30+VKlXo3Lkzbdq0YdSoUUybNo1Dhw7Z8zUlw2QyASCS9q9nNBpp2LAhH3/8MYcOHWLs2LGMGzeONm3acKN0aXjvPYfbjOcM8CLwpdnMFsDH9r3+ajA495545w6MGwclS8KUKRAXl/W6HKF3b/j2W30NlRs4Kslbu3atjBkzRsaMGSOapknXrl0TPidNL730khQsWFAaNmyYVaFhrqNruKWTMnKgHp+XTU7W83q6ZzTc4pPBIPL557k9InXS4J7XcEuLCxdEXnpJQkD6a5pcAikH0tDNTfxtKvthqB3EbsHBSkvOCaKioqRLly4CiQESKlSoIFOmTJHx48fnDfOyHCDLY+nCBWWa4QgnT2ZaZPLkyWIwGOSRRx6R3bt3O1a/Tq6SF+alNWvWiMFgkHbt2iXc20BC5NL4VKNGDQGkc+fOudbXdImKUr6GHn1UBESzafy2dlYLLyN3EbGxIrNny56OHSXYZs4f4O0tf+dCVM9k42j6dBFHTbSMRpGCBTMvN3lyjl+bjhNMnerydfdFkMdtc0NLkphEJklLbHPGpdxYg6c8lkZk3hiUWedokIEgVW33ywpbv+sbDGJIMvdVcdCUMsNkMqWtFZX0+w4IEFm0KNlPabVaZdGiRVKvXr0E7TdAHnroIfn999/t1nz7+++/BZC33nrL7mH0xx9/iL+/v1StWlUunj0rUrx45tfp4SExnp6yZMmShLF0FhWA42OQogaDVLFdQ7uU34+z33G5ciIrVjh0qzjFnDm5p+n2gGq4mRwV0K1Zs4YxY5RegqZpLF68mMWLF6dZtmTJknzyySeONqGT3XTqBBUq5HYv7k/idw2eegpS7ljlVfbvh127oFp27+3pPPAEB8PEiRRcuZIj168TdO4c+wGqV+f65s0UBU4BjwFzGjUCNzc4dQrCwhxuavr06bz88svcvXuXsmXLMnfuXKpWrerSy7kvOHlSaRVcuaI0EK1WpTWybRuMGAGBgTBtGuTLZ199dvxWgwYNIjQ0lP5PP03VqlWpXLkypUuXxsfHh5o1azJo0CA0F2g26tyfNG3alHfeeYc33ngDNzc3YmyaBrGxsQwaNChBy23Hjh00b9483TVqrrJtG3TuDPXqAVCkYEHu3L7NbxaLei3JKsWLp59nMkGDBlR85x2+KF2aTvv38+Mvv1D54sWst+csU6bAyy87fp7FojT1M2PWLBg0yPH6dXKHbLCKKgB8FxvL48BANzcqxsYyX4SHk5SJ11Vyc3nraaBpife4yZRaUyooKNUpfwHXLRY6At/6+RF98yYAbYB+ZjMH3NzwioykoMHA40WLMuXkSdf1Nz3tq3itOIDr1+HRR5WGavPmgJIRdOnShS5dugAQHR3N/Pnz+eSTT2jdujXly5fn5Zdf5oknnsDT0zPd5o229yqLA+9UzZo1Y926dTRq1IiJkyfzzscfQ9eu6Z9gMsHduwwxGvm2Tx+OirAT6Gk0kt9goICXF//dvMnTVittDAbeTKKdvy8ujn5GI59bLNSxu4cpOHAA2rWDNm1gwgQoXz6rNdlHz57qffXxx3NOu+5Bx1FJ3vXr1+XkyZNy4sQJ0TRNPv30Uzl58mSydOrUKbsd2eZl7lsNN51sIy/s/uvcH9zPY2nZsmUCyB9JtW1r15YLKAfDCcfKlBGpW1f5PHKACxcuCCBeXl7yzTffZNNV3DukO5ZiY0WaNxd58kkVTKV+feU7pl695LvX2RRZKyYmRn5ctEieeOIJadWqldSpU0cAGfDcc9nSno7z5JV5yWKxSKFChRI0Onbs2JEs/86dOzJnzpy84bMtLfbsSaYZ0bJyZdE0TUVpzM5oocuXi+TPL100TaqGhyt/b19/nX3tpUPCOPLyyn6NihMncvz6dLLIt986/PtmqOFWunQyH163QDp7eooZZFmSct/a5pG72T0WM7P+8fFJiFCa9PgrqKiiW0G6e3hIiRT1nLI9Ox8JDpaabm4SZjSKhIRk/72V1OdbSIhIhw4iInL+/HkZOHCgnDt3LtVPbLVa5c8//5ROnTqJpmlSoECBDCPR79+/XwB54403HB5O3bt3l9KlS8umTZvE+uGHKhiFzUf33yaTdAIZCvIlyHQSNQQ7mUziA9LIaJSxIPWMRgk1GCQyje9gTpLz/nXFd2oyiTz/vMjlyw5fr8MsXOgaDT1H0gOq4eawMwt/f3/CwsIIDw9nzZo19OjRg7CwsGSpWLFiBAYGukQgqKOTo2TVp5COjo7dPPzww4SFhfGFW5L95OPHCa5enVpJCx46BLt3Q2QkzJhht9bo3LlzAfj000/p06ePy/p932EwQMeOsGIFHD4MGzfCX3/Bpk3Jd6+bN4fRo+HWrbTrsVjgn3/SzssAs9nMw126MHv2bH7//Xc2b97MB6NGMf2LL7iWji8qHR0Ag8HA448/DihNijNnztC/f39atWpF69at6dy5M9988w3t27enffv2dOjQgYcffpju3btzNS/49apYEWJj4Y8/ALh74oTS6qxeHZYuzb528+XjSnQ0P4nQd/Bg1Ye+fbOvvfT4/Xf1VyT727J9xzr3AK72n3ziBNy9m/DRB5gfFUVHX1+6aRpvFi3KuPBwFvr6AjAPWAKsAnYCmb4RZKSJ7eeX+lhmvrNq1FDaYim0jnpoGoXd3akN/HD3LhXdkuviFdu1i/HAsosXua1pfG2xKK317H4Xt1rBw0P128MDDh4EYOjQoUydOpVnn3021SmaptGkSROWLFnC0aNHyZcvHy+99BKSzlwQ73czvfyMeOGFF4iMjKRevXqU++or3itbljPe3tCwId/6+7MUmIDyZzcQKGk24+fnx2FNo4nJxGmLhbGaxk2TiRlWK2np4bVI8n8HTSMqjTIOERcHkycr/24ff5yuXz2X0LUrzJmjNPx0spccEf/do+gabjqOkld2/3Xufe7nsbRkyRIBZPKkSSIPPZS461u1ato7YnXrivz9t9J0s8Pvh6enp3h4eMidO3dy4GryPmmOJYtF5NNPRV55xf6dyYgIkTfeUBpvSX21DR4s4u/vkuihp44dE0AWpfAHo5M3yEvz0tatWxM0C+KTpmlppqRlevfundtdT06pUhKRP794eHiIPPywSIECIqdOubaNgQNF1qwREZEVo0YJIEcWLhRZudK17djDunUSkz9/zvm7HTgw569RJ2tMnOjw75sV38kxIE/6+0s+kGBU1HRzinkCkEog80Di0qvLbE6/nfz5HbuW4GARP79082+A/ApyDkSqV0+zzFFUZM2EY4GB2X9/mc0ilSolrBEOHDgggPj5+Unp0qUz/cl//vlnAWTp0qVp5h8+fFgAGTZsWJaGVFxcnKxcuVKeeOIJ8fT0FE3T5KWKFeVPk0lK2X7zamazTPDwkL/d3WXChAkywGgUT00TH4NB1tnxHTQwGEQDMYD0TvkbOJvCw0W+/96utW+WmTcv53y66RpumTN27FjefvvthMhiY8eOzTS9/fbbTgsFdXR0dHTuH7y8vPDz82Pkm28ypUMH5OhR6NBB7Y76+KQ+YfNmeOQRuH0bjhzJtP6YmBiqVKmiR8nOiMhI5SumWTPo0cO+c44dUxG/atVS5/z6q/LBNGmS8j1y+bLT3SpWogSlihZl1apVTtelc39TokQJQGlMfPbZZ+zYsQOr1ZpmEhFEhICAAFasWJHLPU9BmTK00TTu3r3L6q1b1X3Uu7e6R51lzx6lhdKxo4pMDhSwRRHeeeGCmltzks2boX1711ybvdi0bnTuAa5fz5FmzMCsGze4CvwHVBQhv8nEGeAycAJYCRTx8qIH4K1pfJOWNltsLCNNJoZ6ebEcSKYDfuWKY50qWRJsvtnSwg/ls60wJNPaS0qEwUAyXSVXafNmpMkXG6vmGYDatTlx4gQAkZGRFCtWLNOq27VrR6NGjZg8eXKa+ZlFKc0Mo9FIy5YtmT17NmfOnOGpp57is337KPTjjxzo3p0fDAaKxMYy/O5dqkRHM3ToUBYCr4lw3GqloR1tTLZaMQHBRiPfA80MBv4F5aPYWU6eVL7WqlWDX35xRY2peewxmDlTWT3oZA+OSPE0TRODwSDRtqhl6e0kJk0GgyGLMsPcR9dw03GUvLT7r3Nvc7+PpQsXLkj//v0FkL59+0r0zZvKv0b9+ql3xOrWVTu/69aJ/PuvyM2badZ58OBBqVixogBSsmTJHL6ivEu6Y+nuXZEePVzj62XQIOc7GhkpcuCADKxTR0qWKOF8fTouJ6/NS8OGDROj0ShrbNpbmdGzZ08BZP369ZmWnTFjhrzxxhuyatUqJ3uZCV27yn8gRoNBzGazbH7tNZF27UTOnnW+7iNHUmkU3O3cWRqiNHh69uwpcS7QTLWL335TPqrI4YjuYWE5c306zvPiiw7/vs6Opc8LFxZAOmuazE1DO2kHSDXb/dJc0+QRkCdABoE8ZzsebDAIIEaQegaDvAmyy5F+lC2buX+3pMlgcKx8VlN6/r18fFK3r2kiW7Yk+FwD5OjRo3b97O+99574+PhIbGxsqryTJ08KIEOHDnVqaE2dOlUMtt8JkJkzZ6qMQ4dE+vaVS0ajrHZzk3feeUduZCHK63hbveG2vz3c3QWQl3Cxb8BmzUR27nTqu0iXKVOyf0zpGm6Zc+LECY4fP46bzXb8xIkTmabjx487LxXU0dHR0bmvCA4O5osvvuC7775jzpw5tOrQgciPP07bl4SnJwwerDSrihYFm7+VlAwdOpS9e/fSsmVLVq9enc1XcB9w5Ijyk3f2bNbrCAhQu6Pp+cpLz+9bWqxYAfny0erAAY4eP85JV0Za07kveffdd6lXrx7Dhw+3q/yECRPQNI2BAwemmR8TE0PNmjXx9fWlf//+vPfee7Rs2ZIPP/yQ9957j5kzZ7qy+8pfz8aNFAL+CApCrFYajh/PTZMJnPVjuHev0o4ICFBRUdu1g337cN+9m7XA/1D+Lg8cOOD0ZWSICIwfrzTbbt92ff2ZaWWcPav7571XyI2IuefPU8JoZJUIPYEJKaKEVgc2AC8DwZpGrIcHp8xmNnp6stLdnc4GA+etVg4Dk4BQNzemGo3UNRg4WaYMVKoENWuq9UtQkNIW8/SEOnVURHBQ96iI/X0ODMyWiK6A6l/+/Oq+Si+CpdUKBQsm90k3YADUrk2JEiX46KOPmDNnDhEREXY12ahRI27fvs3u3bvT6I7SrhNHvp80cHNzw2q18s0333DgwAGefPJJlVG6NMycSdCBAzTq3p0KFSrgmYUo6UOBz4DbRiP9PT3pY/O99ilQGohfZV1GSeSyzJo1ajwNGOD8MyIlAwfC2LGurVNHkTPyv3sTXcNNx1Hy2u6/zr3LgzSW1q9fL0ajUSaPGaOiZhYsmHxHrHx5FdUvA86ePSteXl5iNBpzqNf3DumOpfr1RWrUyPpO5dNPq4iK+/al33h0tMhff9nf2S++kPO2HeK5c+dm7YJ1so28OC/Nnj1bADlrp0ZYmzZtBJAZM2akynvjjTcEkMKFC0uFChXEzc0tQSMiPm3bts11nZ8+Pdk9tdRoFECeq1BB+V9atixr9d65I3LunMg//6jP33yjohEHBSW0NRzEz8tLbqajMewSDhxQc3qKucOlGm72aPqkES1RJw/SqpXDv78rx9KTmiZGkOpmszxvMMj3ICdALCD/gBwCibajntsghc1mae/lJX8WLy4nTSaJNRhU9G+DIbGsp6dIkSLJj9mbAgNFvL3V/wEBrtVCysCXnISEiDRtqnzuxvuwq1BBaahngc2bN0vr1q0FkO+//z5V/unTpwWQF198MdO6oqOjZfPmzXL79u1UeZcvXxaTySS9evVK179vwvNtwACRLGi5CST+JiALSXxudPHyki9sPuPKgax1xe8UHKwijbqa/v1dN5ZSzs+6hpvjNG/ePEMtgjVr1tC8eXNnmtDR0dHRuc9p0KABnTt35vO5c7EuWgRr10KDBokF9u+HH3/MsI7Tp08TGRlJg6Tn6ShE1N+k0a6iolQ00h07HK9v5EgV1fTLL6FMGShfPv2ybm7QqFHG9SWNPhseziFbZLUyZco43jedB4527dphNBr56aef7Cq/dOlSfHx8GDhwINu2beP777+nQYMGNGvWjA8++AAfHx/OnTvH3r17OXv2LGvWrGHdunUMGzYMgHPnzrmu83fuJPv4iMVCfm9vvjt6VPlf6t0bfvvNsTq3bFEabfPnJ/q87NMHHn4YwsISis0C+vXpg68jWqj2YLXC6tVK87VixeyPEho/v2XEv/9mbx90XIOjfs9czCQRpgCVY2NZabXyOFAcFd20MlAG8ATqmM18hPL1lhbewCdmM79GRtL0xAnC4+LwsFoJj4lhmNXK+fiCUVFQqlRyDUx7tauuXk2cP9LyfZdRPXXrQpMmKgGEhibXFE3qS87fP9HywMtL+Zo7cUL5dI2NVdFJf/hBae05yPXr12nbti1nz57lm2++oXv37qnK2OPDbfPmzTz11FMULFiQunXrUqBAAbp3786iRYuItPmLzJ8/P19//TVLliyhdu3a7Nu3L/2OffYZnDkDH32kfh9HSDKnd23YkGvAl8D4yEiq267hANAE6AIcdaz25Fy8CN26wZNPulZ7eMoUaNnSNXXZMz8/ADglcPvzzz+5cOFCuvkXL15k7dq1zjSho6OTEek4TtXRudcYMmQIhw4d4o333lMq/u3bw1NPgbu7KjBqVIYOgOvUqUNISAibNm0iJiYmh3p9jxBvdhD/XYJaIGd1IVSpkuOL0PTYtk29nH/1FaxcCa++yrqrV/Hz9KRy5cquaUPnviYwMJDGjRuzdOlSu8p7eHiwfPly4uLiqF27Nk888QSbNm3izz//xGq1MnLkyISyQUFBNG3alIYNG9KhQwcAFi5c6LrODxmC9fPPOVC0KN8AQwC3qCjuREczrXx59eL7+OMZOlNPxl9/qQAmb7wB27cnv+e7doUxYxI+egPmEyfg/PnU9TiKCGzYAC+8ACEh6mXthx+SC9Nzk2PHcrsHOvaQQ0ET0sMHeBaYCRwCLgLLgFHAaluaAoTExjJK0ygBVNE0+tuOrwJ2AqeAJpGR7AF+BH625XcqXJgvgOKaxovu7pwGJbxKwi2DgeZubgx1d2c9sAS4azYn5J8GvrEdT3p37QMGA3XNZu5C8ue7nx/E1+HpCTExEBnJmfXrWWYycf3iRXXc3z/5F+LuDlWqJJqWRkaqe9piSXQX8e67GW+6ZcDHH39MdHQ0v/zyC127dmXUqFFUqlSJ3r17M3HiRI4cOYLBJghMS+B28eJFunTpQr169Vi3bh2DBw/mr7/+4n//+x/Hjh2jW7duhIWFcerUKQB69+7Ntm3bALVmPJbRvJA/P7z6qtpcXLMGevZUG4iOcPUqAU2b8nTt2oRHRFADFUihms0UdwlQATXWbgN/AVmajb/9Vpko2xFUzC5MJliwQAlXdVyDM2p0mqalqf4Zz7Rp08TT09OZJnIV3aRUx1HyormNzr3JgziWPvnkEwFkyZIlIps2KXPFfPkSVdF7987w/FmzZgkgPXr0yJkO3yPEjB+vxtJ//4nEOyUeNkx9p2XLOmYeYDK5xpl7SqKiRF57TQSkNchDLVq4vg0dp8mr89Knn34qZrPZofXaTz/9JC+++KLMmDFDrly5ItHR0bJjx44MzwkICJD8+fM7290Ehg4dmsyRd8o0sEQJuWOvOeQffygzqCJF1P9pEX/fP/aY+IC8P2qUcxdw+7bIhAkiEREOzSM5GjQBREaOdO46dXKG4GCHf9scH0u2dAtkHkg/o1GqeniIyWYumFYK1jR5GWRnvXqypnRpKWg7XthsVkGhKlSQrcWKSVVPTynk5iZeKeaE13x9RTw9pZ7JJIBotuM+miatNU0qJynvZTRKdMuWIk2aqLrbthWpWVNO1qkj40HaublJARD3FH28nT+/SLly6hnv7p5oVmo0Jl53YGBy89U2bUSs1iz/3AEBAam+q+7du0udOnXEw8NDfHx8ZOHChWouHDgw1fnfffedADJ9+nSxWCyp8g8fPiyFCxeWbt26JTt+69YtKVasmLRr106sSfqf6fPtwgWRsWNTuz1JL2maMuNv0UK58IgPGgPyYZJrrg4yxPZ/RRBrVsdlYKCIHQGB7GbPHhEvL9feOw+oSWka3qkz5p9//knm1HDdunXEpeFU8erVq0yZMoXyWZR66+joOMCdO4nOV3V07lFefvllfvrpJ95++20e2b4d7fp1qFpV7S4CfP89TJ+erunCk08+yUcffcS8efMoUaIE77zzTo71PU+TL5/6O2QItGoFjzwC585B8eJqJ7NQIfu1XKxWZWYRHAw9eqg6nGXLFujbFw4eJA7YaDQyokUL5+vVeWDYsWMHZrM5zfVoenTo0CFBay2e6tWrp1vearVy8+ZNatasmeV+JuXq1at88sknBAYG8nTRolTdvZu6QBgwy8eHN4Cpx48zLSSEYsWK0aVLFz788ENMViuMHg3h4fDss4kVvv22MiNbtkw51d67F1atgpdfTixTuLBydl6nDuXnz2fR/PkM+9//ErRIHOLHH5Xj7v/+c+ZryBm2bs3tHujYwz2kne4DPAY8ZtP4igb+A64CV4C7KPNTgBVGI98DEzdtAiDQZOKZwED6hYZCXBxxly/zzJ07XImKIgwoWqAAIsKyy5eJAybfucP7NWqwads2NKCt2cyd2Fj+EuF3UKIMG63c3HDbs0eZq969i8TGslmEjprGFaAF0A1YDMTbqL0IeF+5kmjSGxeX6IIiqZZqUiuDihVh7lz7TWDTYPbs2Zw/fx43Nzfc3NwoWrRogluQO3fu0LVrV3r06IG6REl1frzbiWrVqqU5h5UqVYqPPvqIJ554gpUrV9KqVSsAfHx8+PTTT+ncuTNLly7lkUcesW8ODA6Gt95Smm9ffAHvvAOXLqVfXgQuX1Zz5PXral7euhVzZCTDgKeAN93dCYmOphzwCbAX+A1om3lvUnP1KrRureZmV6yhKlZU5qV9+zpf14OOo5K80aNHi6ZpommaGAyGhP/TSn5+fvLLL79kUWaY++gabjqOkmu7/zt2KIel0dE5265OtpFXNUmym5UrVwogv/32m8iPP4oMGZJ8d+yll0SuXxeZNk1k165U50dHR0tAQIBompbjfc+rxNy6pcbS4MEiq1eLvP22SK9eIm5uake7RQv7diYLFRJ5/HGRr78WWbvWdR189NGENqbbdnm3bNniuvp1XEZenJcOHz4sgEyZMiVb24mKihJAevXq5ZL6+vfvL4CsXr1aJC5OBTZo2VKkWDEVKOaRR2ThwIFSp04d8fLyEkDc3d2lcqVKMj40VI4XK6Y0Ldq3FxkwQGTQoOTap6dOiezfn7rh9etFTpyQteHhAsgPP/zgeOcnT7YvWEE6Kce1kry89PXRvUAWnP/nloaboykW5FeQ31AaTgIiDRuKFCsmGwoXFkjUePLQNKmpadLPaJTxINtQgRveAOkK0hCkpNks+QwGqaFp8ozRKJNANoBE2eq2gswEqZak3kCQR0DMmiaeBoP01zT529Fr0TSRnj1FrlzJ9uEQHR0tjz76qADi5+cnlSpVkrp168qLL74oEyZMkLJlywogK1euTLcOq9UqzZo1k4CAANm6dWuy4x06dEjQMB4xYoTjz7cbN5TWsJub42MiJESi3d3lY4NBfgwMlHNFi0qILUhPlaRjJKvz3bp1zn79iTz+uOvuhQdUww1HKz558qT8+eefsmbNGtE0TUaOHCl//vlnsrR27VrZsWOHREVFZfkC8gK6wC2LOKFefK+Tay8jly/nbHs62U5efLHNCaxWq9SsWVOaNm2qzJU++ki9fMY/rIsVE1mwQMTXV+Tdd9Osw2QzuwgODpbly5cny1u3bp2EhITItGnTcuJycp/YWInp1UuNpapVVUSr994TOXFCfZ+dOol8/LF9C6XQ0Ozp41dfidheKtwMBhkwYED2tKPjNHlxXjp//ryYTCb59NNPs70tg8EgNWrUcEldr7/+ujgiKJw+fbqYzeZkL+a9QkOT36MnT9rfgStXpJmvrzSoV8+xji9Zkn5UxcBAFXkxk7kkV4Qkq1c7dp06OU+RIg7/rveKwC3NVKaMCEo4thlkJSoaamySMnOMRmnm7y++tgjGdc1m2W5H3V/b5oj2np7yJYlmqLUNBvkE5Ko9/dM0kcKFRRo0EHnqKZEpUxybY1xAXFyc9OvXT1588UV54YUX5IknnpDQ0FAxGAzStWtXWWeHYOn69etSt25d8fPzUxscNi5fviyTJk2SQoUKSeXKlWXatGkyc+ZMx59vR4+qtZSDv/+vJM7lbpomA5N8ftXZsRUQkHEEeUe4cUOkeHHXjHld4OY4s2bNkhMnTjhTRZ5GF7jpOEqeeBnZtOmBFnreL+SJsZRLLFq0SADZuHGjyLx5ItWqpX5oV6kiMmtWmuf369dPKlSoICaTSTw8PGTdunWyd+9eGTx4cMJi5rHHHrOrL++9955UqVJFgoODxd3dXQDp27evC682m4mNlZjSpdVYmjRJCStHjhQ5csSxRVKhQiKjR4v89ZfrF9wXL8o/Hh5SwM1NateqJXfv3nVt/TouI6/OS926dZNy5col88eTHVSpUkUA+fzzz52uKzY2VgBp3bq13edcunRJ8uXLJ4CUCAkRQBbUr69ervz8RBz5Xa5fl4Xlygkgu3fvtu+cXbsc8+mTjhZcrghJXnnF/u9GJ3eoUsXh3/WeFbgZDHZpRr1h20AEpDtIJbNZzJom8zI45ySIj8EgfUFug9QEKWAyyTp7+lW8uMiYMSIbNojcupXbIyJNrFar3HKwbzdv3pRWrVqJ0WiUyZMnJ8sbP368aDYffP7+/hKdVW3YP/4QqVzZ7jGw0va7eiXx//eB7W87EPH2dm6MhYUpv3OuYP365P78spoeUIGbU1FKn3zyScLDw52pQkdHx9VUrKimNR2de5ROnTpRtmxZ3nvvPejQQUXOShkVs1Ej6NgxzfO//vpr9u7dy9y5c7l79y6NGjWiYsWKTJo0iZCQEAB8fX0z7MOxY8eoVKkSb7zxBvv370dEKGmL2HTT3oiBuUl8iPi1a+H0afX/3r3QpQs89xyEhSkfUJ6e4OWVeX3nzyu/UU8+CS+9BO3awf79yn+kk/zz3380d3MjpGxZVvzyC+5JIyvq6NjB4MGDOXDgACtXrszWdjZv3oymacyZM8fpuk7b7suyZcvafU5QUBCffPIJAP07d8bDw4MnduzAumQJrFiRGIkwM27fhg4deOTAAUI8POjSuTO//fZbxufcvKnmj8hIu/tr91rECT9QdvPTT9nfho5zRETkdg9cR/HiKjLwm2/Cl1+q8ffXX7Bzp3p2HjwIu3erSN0rVsCkSdCvn3ouJ+HduDg2A82BH4BLsbHEivBeBs/J700mbluteAK1TCYOGAz8FhdHw4z6GxSkfOQeOaKiwtevDz4+zn4L2YKmafg42DdfX19WrFjB4MGDef7556lQoQLdunVjxIgR+Pv7M378eABu3LhBjRo1mDlzpuMda9ZM/b5Tpqgop5nQEhWptLcITQwGKppMtAQaGgz0BcSZ9ZWmwalTagzGxma9nngaNIBXXnG+ngcUh4MmpMX27dvZsmUL165dw2q1JsvTNI233nrLFc3o6OjYg48P3LiROry3js49gsFg4PXXX6dv377sOnyYar/8Aq+/Dp9+mlho0iQ1xp9+WjkCP3MmVQjzbt26sWbNGjZs2EBkZCTBwcF07NiREiVK4Ofnl2bbO3fupH///uzcuROAxx57jDlz5mAwGNi2bRu1a9emQoUK2XbtLiEqSgkqCxZMvtBasUI50/3+e5gzB3r1gkWLVCAEe8PJnzihUvz/u3ZlrY8WC8ydy99z5tBiwwaKRUSwatUqAgMDs1afzgNN48aNqVatGsOGDaN+/foOv4zZi4eHBwDeLghS9McffwBQt25dh857/PHH6devH0u//pqhLVrw7vLlbDKbE5yN24XVCgEBGIAid++y7cQJ2rZti2QkIBs+PPHedzXObhKaTMrRe0YcPqw2HSpWdK4tneyjRg1YvDjn2y1QIGPn9/ZQuLDaiGrVCpo2Vc/frLJ3L8yfD7Nnw6lT1AFWA6uAb93d2WW18nh8UANQQrqTJxO7ki8fXLrEYpOJ5nFxfAlUS68tTYOnnoIPP4R75Pl77tw5rFYroaGhDp1nMpmYOHEiTZo0YdWqVRw+fJjvvvuOM2fOICKYTCZKlizJ3r17GTx4MP369XO8c0YjDBwIjz2mhK3Tp6v5Nh062RJWK1it/AGst1pZDzT19OT9qCjq2NOupqkU31b8nLp+PQwbBhMnOn4tKRkzBpYssX+9qJOIM2p0kZGR0rZt24TgCUmDKCQ9dq+im5TqOEpeNbfRufd40MdSbGyslC5dWtq2basOfPONCkGfVDW9Sxflx+2xx0QqVRK5cyfTerdu3SqAvPjii/LNN99Is2bNpGfPnjJu3DgZM2ZMwrOrQYMGsmfPnmTnXrhwQQDp0KFDdlyya4iMVH9XrEjws5RgclO8uMju3SJ9+yYGnvDwUA6Qs2IasGiRU13d9dBDEujuLjWqVZMrOeCAWcd58vK89M8//4inp6eMGzcuW9sBxMfHR4YOHSoNGzaU4OBgKVy4sFSrVk1WrFhhdz3PPfecAPLff/851P7SpUsFkJ4gfw8YIIAMHTrUoTqili2TcT4+UsBmvuRt+3syPTcxR4+6xpzIlnLNDPDNNx36nnRymG3bcmcsZTUASHi4yPDhIlu2ZI8rF6tV5Lff1FrHZEq7D56eIiEh6n+DQaROHZGmTeUKyjdchv1v1UokSSCBe4E9e/ZIUFCQhIeHu8xX/N27d+XQoUPStWtXMZlMEh4eLhMmTHBJ3bJjh0jt2g6Nq84k+nIDOwIomEwi9etnXObHH11zPStWODcHP6AmpTjTyOuvvy4Gg0Heeust+fPPP0XTNPn222/l119/lSZNmkjt2rXl4MGDzjSRq+gCNx1HycsvIzr3FvpYElmwYIEAsmbNGhGLRS1skz64+/VTUb7WrhXZs0ctBK5eVQvUdNi/f3+yhUzKZDAYZNu2bemebzKZpHbt2tlwtS5izRr1EuDvn/YLybZtIufPi3Tu7NzLxltvpd2+1Sry5ZciGzem38fdu+XOiBFS1MtLatSoIVevXs2Ob0InG8jr81KdOnXkqaeeytY2ks4XmqZJUFBQgv8fd3d3KVmypDRr1kzGjx+fYT3NmjXLUjTl9u3bCyC3VqwQGTJEjEaj1ImIEMvGjen6Nbp165Z06NBBateqJRX8/MRg678byAiQNbbPR9Jbs48d69xLVoqUawK34sV1H7d5naRBkvLiWCpUSEVL37QpZ7+Xc+dUwCNboIV0U5Jnf5rJZBLp0UMJgpxgxIgRAkh4eLi8/vrrcvToUddcZyY0b95cSpYsmS2BcmJiYmTJkiWuf75ZLCrgRGa/jS1dBnkb5AWQ8dghOLUnBQeLXLrkmutp2jTr/XhABW5O+XBbuHAhjz76KGPHjqWiTUU7JCSENm3asGrVKmJiYpg1a5YzTejo6OjoPKB07dqVmjVr8sYbbyCaBs8/n7zAzJmJ6vKFCkGTJsp/hs1UKy3KlSvH/v37GTZsGOPHj6dKlSoAfPfdd2zcuJErV65Qs2bNNM+Ni4sjLi6OfPnyOXdhR48qf0jZQdOm8P77kI7JLMOGwcKFyf0ZiTjWRoUKyrRg7164dSt53owZsGCBMg1KStLrXbWKTz78kPOxscybN8/571NHx4bZbCY6qalVNrB8+XL27NnD4cOHiYuL49KlSwm+IY1GI//99x9//vknr7zyCu+//37CeT/88ANdunQhJiYGgDNnzuBlj//EFGzbto18+fLhU7IklC9PQEAAW44dw1i/Pr6+vnh7e1O9enVefPFFatasSUREBMHBwfz888/s3LWLw7duUdXfn9lAFPAOEO8pyCs935br10PZsvb7iMurnDgBa9bkdi90MmLEiNzuQWry54dnnoFVq+DsWWWe56ApuNMULqxcaxw8qNY5//uf8rOW8p68cSPt84sVg7feguPHYe5cqF49y10REaZNmwbAyZMnef/996lYsWK2v/PHxMSwa9cuHn/8cWrVqpXg+sOVaNnhT9JgUGamBw5A586p8woXTnYoP/Am8BkwFHCoR+m5O7h4EYYMcaSm9Bk2zDX1PEg4I9Vzd3dPCGd+7do10TRNfvnll4T8Dz74QMLDw51pIlfRNdx0HCWv7/7r3DvoY0mxatUqAWTJkiVqZ+yll1LvmFWtKnLokIrGpGkigwapk8+fF9m7N8P6Dx48KIBUr149075YLBYJDAwUQJ577rmsXVCPHqrP5cqJNGgg0rWrMvNMydq1Was/no8/zj4NgN69E9vZtEkkNlaZsk6aJBIUpHbQP/44eX/Gjxe5eVNk5Ej577XXxMfdXYYMGeLcNerkOHl9XipcuLCMGjUqx9v18PCQEiVKJHyOjY1NmCvc3d0lICBAQGmRjRgxQkREChUqJCaTSRYvXuxQW35+fhISEiLSp49Yrl8Xo9EogHTp0kUee+wxKVGihJhskQ01TRM/Pz8pUKCAfPbZZ8krmjJFpGBBEZBFtr5dSk8DIiJCmSyFhzs1d1wDOZsdc5Ij6dFHHfq+dXIYqzXtyOTppGwbSyVLirz4osiqVeoZl1e5fVtp9w8fLtK8ubpHCxYUKV1apH17FXF082aXa3ZaLBZZunSp+Pj4yGuvvSZPP/20AFKpUiUZOXKkTJw4UWbMmCF3796VM2fOyPjx4+Wjjz6SDh06yPnz57PU5k8//SSgoir36tVLgoKC7I+wbAc59nybP1+tleLHWmiocoviqrEbFpZ+nrNrSxEVDTur99sDquGGM40EBQUlPMDj4uLEaDTKV199lZA/bdo08fDwcKaJXEUXuOk4Sl5/GdG5d9DHUiItW7aUcuXKqe9izhyR6tVF8udPfICXL69MSkVUXliYSFycyKxZ6kXxm28yNDNt3ry5ALJ+/fpM+3Ljxg0pVaqUAFKnTh3Hwsf/+KNaAKdcgBQtKnLkSPKya9eqa7WjT2mycmX2vZDUrJnYzpIlIhs2KFNVD4/EMm+/rfLPnVPXt2yZyMCBYm3ZUnoYjRIYEKCbkt6D5OV56Y8//hBAFixYkONt16hRI5V56OnTp6VHjx5SoUIFCQoKkieffFK8vb0FED8/PwkODk4QjIWFhYmfn5+steNlqFatWmIwGMRSp45MmzBBgDTNV/fs2ZP5+vXAARGQzSiB265du9IuF28KZTarvwEB6r52YN6IBKmoaVLAZJKj7u65J3AzmUT+/TfT71knF/nlF/VbaVqmLg9c8nwzm9VzbeBAtV5Iz5fhA87ff/8t7du3lxYtWsiAAQOkTp06YjAYEjY5fv75Z+ndu7cEBgaK2WwWg8EghQoVEjc3t4S5DpCqVatm6d26devWUq1aNbFarXLq1CkpUKCAvPbaay67vhx9vp0/L9KhQ87Pf0nXb85Qo0bW2n9ABW5OmZRGRERw+PBhQKnRV6hQgYULF8ZrzrF48WKKFi3qTBM6Ojo6Og84H330EYcPH+ajjz6Cnj1VlKSkkUL374fKleGjj+Dxx5WZxe3bEBKioo89+SQMHQrLl6dZ//fff4+maTz33HOZ9sXPz4+DBw/SsWNHtmzZgru7O15eXoSFhdG/f//0T3z3XejYEbZsSZ13+jRUqQJLlyYea9xYmWf26AFTp2bar2QcOZK9kd527UqMftqpk2ovPBzin/eenvDaa+r/gABo2RI++ACmTuXdVauYZ7EweepU3ZRUx2WcOXOGJ554gubNm9OlS5ccb//y5cuYU5h2hYaGMnfuXPbu3culS5eYNWsWq1evplWrVvj7+3Px4kVKly5N586dOXXqFDdv3mTRokWZtmUymbBarVwsWZKD//4LQOvWrVOVq1ixYrrRmBMoWxbefZf4+M5Hjx5Nu9zt2+qvr6+KZHjjBthMY+3lIw8PjmoaRhH6iWCxWBw632XExcGECbnTto59tG2rUvxruqsJD1dRJD/5BDZtUq4Rtm2DKVOgTx+Vr5OMCRMmUK1aNY4dO4a3tzd//fUXERERfPrpp7z00ksAtG/fnm+//ZYLFy5w7do19u/fT5cuXRg9ejRXrlzh+vXrLF68mN27d/PXX3851P7du3f5/fff6d69O5qmUaxYMRo0aMDcuXO5fv16NlxxNlOwoHLtMWkS2KJf5wjbtyd3KZJVwsJSH3N3d77e+xVnpHojR46UwoULS1xcnIiITJ48WTRNkxIlSkhERIRomibvv/++M03kKrqGm46j5OXdf517C30sJWf48OHi7u6eGIgnrcia7u4izzyjtN9CQlRkr/g8Ly+RGzeURpbtmRXPtm3bBJB69eo51KdZs2ZJ+/btpWzZsuLr6yuAVKtWLbWWSlxcYpCCPn1EChdOe+evWTOR+KhbVquIn5867uMj8vff9nVq82aRwEDXawAkTaVLJ2/z/fdVsIbmzZUZzrp1idcwerQIyJXgYHmnbl0BZMyYMQ59zzp5h7w4L12/fl0qVaokxYoVk3PnzmVrW4MGDRJ/f38JCAiQfPnySb58+RJMR/38/Byqq0ePHgLKPN1isQggj2Zi7hgfSKZOnToiVqusWbNGAPnf//7nxFWJWEuWFHeDIbXZqYiak9KbC9zdlXm8HfPGk5om9b28ZJ1Ny2XgwIG5o+EW/zzIolmbTg5x+rQKUJDJb5np861IEaVZPmqU0jLXf3eHWbVqlWiaJkOGDHFq7o+Li5O2bdtK8eLFHa7n5s2bqebIkydPir+/v7z44otZ7lNScu35tmuXWlfl1PzXqJHzfR48OGttP6Aabk4J3G7duiUHDx6U2CS27ePHj5dq1apJzZo15YMPPhDrPRwNSBe4SaoXU52MyYsvIzr3JvpYSk5kZKRERERIw4YNxWKxKJPLJ5907EH/3HPKPGXZsmR1jx49WgDZvHmzU33s0KGDYHuZ9PLykjlz5si1a9dU6Ppjx0SOHlWRwYYOTf/FYMWKxApffTUxr0wZkcuXM/qCRNq2zdoLiaNp3DjV3ocfqrZ/+EHk4EGRX39V5qUiqq/NmiWc0yMoSADp26fPPb0ueNDJi/PSo48+Kv7+/rJv375sbys0NFQMBoOEhYVJsWLFpGjRohIaGiqFCxfOVFiWFiVKlBBAChQoIIA0bdo0w/L169cXTdPkzp07IjdviiU6WjRNk0bOvkCVKyd+ZrN8nNL3oojI2bMZzwc+PpnOGZFms5TXNGlvM0ntYjBIsWLFJDqpGXpOpxdecO4708l+jh1Tfk5DQ5UZs8mU+vkWFKTmpIYNVdlXXhGZNk2tETJ6ZurYTUREhJQtWzZBwSYrLFy4UNq3by8Gg0F++uknh8+P99/2d4rNxyeffNLhzdL0yNXn261byj+us/Oat7d95Zx9Xr7/ftb694AK3JwyKfXx8aFMmTKYTKaEY0OHDmXnzp1s27YNf3//hOilOvcod+/aV+7wYWX+FBeXvf3R0dF5IPH09GTatGmsX7+eH3/8UZlcPvqoY5VMn64e+V98Ad99pyIt3bzJ+fPnASj1zTfgRITDn376idOnT/PqE09gjYujV69e5MuXD09PT+r26sUxUJHBKldOu4Jz56BbN2jTBvr2hY8/Tsw7dAgiIqBRIxg+HN5+W+WPHq3MawsXhl9/zXLfHSI4GN58E65cgU8/VW1rGuzZo8xKf/lF9ckWDfAasOTGDUaNGsXMb77JnihgOg8kGzZsYMGCBUyePJny5ctne3tWq5XAwEBOnjzJqVOn+Pfffzl9+jTnzp3jhx9+cLi+DRs2UKFCBUwmE4UKFaJ79+4Ztr1t2zZKliypopt6eWG4dYsCBQqwfv16ypUrx9WrVx3rQGwsTJsGBw7grmkJEVSTYTNbTZd4c9M0+Bf4wt2dp/z8OKFpvGszRe9rMvHvv/+yW8Sx/rqSadOUObxO3qVECRVV+/RpuHZNjde7d5UJ6J07YLGo5yao6OQLF6rn4nPPqTVC/vy52/97AMnkHvzqq684duwYJpMJo9GY5Xbeeustli9fznfffUeHDh0cPn/v3r34+/tTqVKlZMcLFSqUsIa7p/HxgW+/VcnHJ+v1xK9hMzNTnTcv622AMonVsRunBG6ZcfnyZQ4ePJidTehkN+mFF05JwYJw9Kjy7fPjj2C1Zm+/dHR0Hjjiff4EBgaqA02bKt9swcGOVbR8OTzzDBw7Bg89xA3bi3Lg1KnKB9zu3VnuY2hoKB/Nns2FS5d4uV8/BnTuTN3atdmyZQtNmjRRhby90+9zZCT8/jt8803qvBs3YP165atu1Ch44w0YM0b5sLtxI8t9thsvL6hYEQoVgu7doUwZWLQIXnxRvRC9+qoSuD30EHz1VcJpv2ga0bGxDBw4MPv7qPNA8eWXX1KyZEl69eqVI+1ZrVYMBtctnQsVKsTevXs5d+4c//33X4b3yJ07d4iNjeXIkSNUq1aNOBHIn5/XXnuN4sWLc/DgQUqVKoXV3vWXxQKDB8PKleDvjxukLXD7+++sXRzwM/BcdDTzrlzhS6uV+K2GpgYDmqbxd26uFWNjweZ7Sucewt1dCSS8vMCF9+KDxMWLF5k4cSLNmzfHy8uLXr16pSm0OnLkCIMGDaJ3796sX78+y+2JCD4+PrRq1YqePXtmqY5Lly6RP3/+VBt20dHRxMTE5J5PSFfTuzfs3Kk2Z7NCvOLL3btQtWr65dLxaWw38etwHbvQZyodhbOLHn9/5RS7alXlJDt+xynp4k3Efo05HR0dnRRUrlwZDw8P1tg0p/D2hvHjYcAAxyuLjlbBFzZuJCapVsiiRcpZs4MOwVPi5+fHJ19/zdRJk9i0ZQsVAgK4euWKyrRY4OLFtE+sWVMFUEjhgD1NclKj2NdXaQ7s3atSnTpw5gz06qWc8LZokbx8kuuz2HbQ9SAJOq4kMjKSRYsW0bt37xzTmrRYLE5peTjKgQMHeOGFFyhVqhQBAQEJx3fv3k14eDgDn3iCphUrcuzYMd59912uXr3K4MGD7avcaFRav4sWQb9+uFut3E5LQ+6ff7Lc/0K2eew7IKlI1EPTCAwM5HhuariB0sbNgmaijs69SExMDB06dKBgwYIMGTIET09Phg0bxsqVKylbtixLkwRuEhFeeuklihQpwvTp0/H3989yu99//z3btm1j2LBhWa6jcuXKHD9+nJs3byY73qNHD86ePcu4ceOoW7cubdu2Je5et7YqVUoF8xgyRFkPZJVbt9LP270bHNWITkqS55FO5ugCNx3F3bvqJdBZzGalxh0aqj4nnRg1LWcjsdwrJF1w6pqBOjrpUrhwYQYMGMAnn3zC2bNnEzNef11prDmq6QZYge1AsiXNhQvwyivKZNJZihQBi4XyXl5E3b3L/I8+UsK8eG23eGrXhq1bVaS03bvV57xEVBScOqX+/+cf2LgR+vVTZr1JtQyOHFHX8cILCYe8bH8jIyNzrr869z1//vknt27dokePHjnWpqs13FISFxfH+PHjqVu3Ll5eXpQvX55JkyZx5swZqlWrxrhx47h06RKvv/46Z8+eZdr331OjTRumTJrEG2+8QUhICNOnT0/1Upopvr7UsVpZsWRJahOzffuydC2ngTcMBhqSXNgWT6FChTiR2wI3UFp+94NJmo5OBuzatYu2bduy3KbZ9Pnnn7N8+XLGjh3LwYMHad68Od27d+f3338H4MaNG/zyyy+8+OKLeHp6ZrndkydP8vzzz9OrVy9atWqV5XpiY2PRNC3V/FunTh0aN27M6NGjuXPnDqtWreL555+/94Vubm4qmvLPP0NQkN2nzQB+AASUGXZ6WK3gYKTYZOgCN4fQBW46Ci8vtdvpahyYJO5bMltQxu9eiOjq8To6mfDaa6/h6+tLzZo12bhxozro6QnjxikTy3feUT7OPDwgJCTT+l4BTgHPpMyYNEkJ8VzBDz/w4uzZAHz3559w8CDMnZvoX8ZkUhrCtWqpz7Gxec+3UFyc8j1XqBA8+6zqs9Wa3EfO0aPQsaPSfrtzJ+GwLnDTyQ4OHjyIm5sbJUuWzLE2s1vgNmDAAF599VW2bt1KwYIF6d+/Pzt27CAqKort27czcuRIgoKCeO+99zh69Chr167FZDQyZdIkAIYMGYLVamXLli2ONbx+PcWsVk5fupQ679Ahh69jBVDVaCQK+IIUGxo2QkND2aBp5Lrdw6VL0LOnazaddXTyIJGRkXTp0oUzZ84wYcIEoqOjk2nC5s+fn/nz59O6dWseeughAgICKF++PJqmJVoUZJHffvuNmzdv8vbbbztVT1BQECLChQsXUuXNmDGDuXPnsnv3br744gu++uorOnXqlKl/unuCdu2UWX/KTdp0eNfdnceAfpCowZaelpwzAjfdpNQhTJkX0dHRcYqkE51I+hOf7khcRydTChUqxPbt2+nWrRtNmzbl7bffZujQoZgLFoSXX1b32ObNUK4crF0Lv/0G//2Xbn3xS7d+aWXu26dMI7OgOZeMJk14tEYN1f/gYCVYO3NGCdUOHIACBZQJAai+duuWvsmpM9SurV4qs+KLxWiE2bOVoLBuXWVe+tdf6lrKlYP589XnNDRr4vfGo6KinOu/jk4SFi5cSPPmzbNVAJYSq9WarSal8WZb+/bto1y5chmWjYiIoECBAlitVkw2bY6iRYsCcObMGVVIRN2rr76a/hrj4EFi/vyTmZrGkynNc2/edFj7awJqI6O9hwffaBr50whE858I9evXZ9Xvv/MN8JxDLWQDf/6pguhMmJDbPdHRcSnXr1+nU6dOXLhwgb///ptS8WuNFJjNZhYsWMC3337LzZs3uXXrFkePHqVqRn7A7KB169YEBgbSsGFDvv76a9q2bZulegoVKgSouS0iIiJZXunSpSldujQATz31FGfPnmX06NFER0fjcT9YVhUpAqtXqyBZ776boTWUmwgBRiPfWixMAnwAwsLg5MnUheM3rbNCcLB6ptwPQs0cwGGB2wQHHkYbNmxwtHqdvIjVqjQu3N1zuyf3PukteDMSxOno6CSjYMGCrF69mhEjRjBixAhmz57N1KlTadSokbqP6tVTWgtLl8KXX6roZSEh8OGHqYILxCvcpykKOnJEnfe//6monFmlSBGqV6/OihUreLtUKejSRQV76NZNabuFhirz1fz5Yd065xZBadGwofp76ZIKsJAVGjVSQXF++UVFpTaZlGnsunVKGzADEzZdw03H1Rw6dIhNmzYxf/78HG03uwRu48eP54MPPuDy5csALF++nIiICAwGAyZT+kv1zz77DKsIb44YASQK3M7F+9G9c0dFET14UAnGU2K1wnPP8aUIl4BBQ4Ykzz982K7+xwA7gd/NZv4XG8trQUG8GxODIY154S4QdveumlfJQ6Y2n3yi/Gc++WRu90RHx2V07NiRvXv3smrVqnSFbfF4enry3HOuFX8XL16cPXv20K9fPx566CE6duzI4MGDadGihUObJbNnz6Zw4cI0aNAg07J3btygUMGC94ewLR6jUUWnb9RIBfeyPStSUsRq5bBNW3c30LBmzUS/6inZvVu939vjMzglbm5Ky80VrlceBMRBNE1zKBkMBkebyDPcuHFDALlx40Zud8VlXLp0Sb6fPds1lVksrqnnPiImJkaWLl0qMTExyTNiYzM/Of77tFozzk+L9M7RuWdJdyzpJGPXrl1St25dAeTJJ5+Uixcvqoy4OJHLl0WuXxeZMEGkTBkRJdpOliqBaCAX0shLSGazyLp1TvVz7dq1AsiLAwaIPPmkqtfdXf0NDRV5+GGRXbvU/xn1JQsppkABNZbq1HGurocfFqlYUaRePZFHHhFp3FilRo0yPO935U5Ejhw54uzPrZPL5JV56d133xUfHx+JiorK0Xa9vb2lVKlSLqvPYrFI7dq1BRBvb2+pVauWYLtfANE0TVq1aiW3bt1K8/zJkycLIMuWLZPo6Gjp0KGDADJkyBD7OjBqlFwHCTIa5cmePVPnf/ttuvd1LMgJkPcMBilmNif0eQSINYP54HCS68P22dVzXpaTu7vI1q1O/KI6OU1emZPyGteuXZNdu3YJIF9++WVud0csFot8/fXXUqlSJQGkRo0asmfPHrvPDQwMlOHDh9tV/oePPxZAzpw541Af75mxdPq0SN26ac5h+0Ges82to+OPV6mS/py3e3fW+1G+vEPz6zEQuXbNVd9CnsBeWZHDG0tr1qxxKP3xxx/OSQR1XMqsWbN4vHdvfnBFVCbd35j9pLVDHRubGGUwNjbx+8xIC05HRycZVatWZcOGDXzxxRf8+OOPlClThsmTJxMdF6c0xvz9VaSnb76BTp3UTl4SJ+uTUCuTpzJqJDYWunZVZqBZpHHjxnh5efH5tGl4fP89XpqGj9WKv7s7Bc6fZ3Xz5irYQIsWSiOtSxdlBvbMM8q/UNYaVSnez9qtW84FY9i0SZnZbtoEP/6ogieIKM23DPgH8HJ3p0SJEllvW0cnCfv376dSpUo5rsHg6+vL8ePHOXDggNN1Xb9+nb59+7J161ZatGjB9evX2bp1K2+99RY9e/akb9++lCtXjpUrV1K0aFHatWvHoRT+1KpVqwYoDbm+ffvy888/U6JIEZ5//nllgpTEl2IqVqzgztixdHZz4667O+M+/DB1mb170zx1AuAGFAfGiNDEYmETcAZ4h7R9tsUTARQwmfD39+djs5mMdW5ymOhoNdfrWhs69yhr167lypUrdOrUKWF+qFixYi73CgwGA/369ePvv/9mzZo1REVFUaNGDWbMmJHpufv37+fq1av2maNaLDTZtAlQgXXuS0JDlcuUNLQRy5G4nh0NzPDzS/sdNJ4sBsUBlE/fTLgOfA90NZuJANp265b19u5lckgAeE9yP2q4vffeewLIVn0HzzXcvJlM88xluyNWq9KKi4tzsoM69yr3zE5bHuLixYvy1FNPiaZpUqxYMfniiy+Sf3/PPy8ydqzIY48l23ULAvG0Z4euf3+n+jdt2jSpUaOGVK5cWcqXLy+lSpWSwMBAAWT8a6+lPiEyUu0Gnjyp2jcYHNPW8PAQKVNGYjw91ViKiHC9Rkjp0iJ16oh06yYSHp5mmT4mk9SpVcup704nb5BX5qWaNWvKU089lePtbty4UTRNE39//3S1zuzh5MmT4uvrK4D4+PhIdHR0umWHDx8uPj4+AkrjbfTo0cnymzRpkqAtFhISkqihNWmSyAcfpF3p99/LIW9vaWQwiI+Hh/z1119pl2vVKs17uilIfZNJloHcyMK80czNTerWrSsxnp65r9WWVurcOSs/q04ukFfmpLzAwoULE+YJQIYPHy59+/bNcU1ge4iKipIBAwYIIIMHD5bt27eLNR1rnTfffFO8vb3l9u3bmVccFyfy3HNS2d9feqaltZsB9+RY+uILETe3ZPOXBaSl7Zngq2kSV7p0+nPdmDFZb/vxxzOcRz8zGMTLNhbjU6N69Vx37XmAbNNw07m3GTBgAKs/+YRa1avndlfuHTLSLHNzU07Ob91yfbsmU/ZEjtXRuU8pUKAAX331Ffv27aNevXo8++yzlClThlmzZqkQ8ZMmwVtvJXMe+yNwGWhsTwPLlil/cFnkueeeY/v27fz999/s27ePw4cP06FDBwD6pKV5dvy40lLZvRuOHXNMO61OHVU+Xz4VXRRcp5Vctmzi/4cPKw3Ao0fTdsoL/OPuTmUnHS/r6CQlJiaGqKgoBg4cSHh4OJ6envj4+FC2bFlOnTqVbe3Wq1ePyZMnc+PGDSpWrMjdu47H2Dxw4ADlypXj9u3bTJs2jVu3buHm5pZu+Q8++IBbt26xZ88evLy8GD9+fLL8P//8k/bt2wMwevToxGjHzz+vIjYnwbJ6NT9WqEDrxx+nzJ07HAoM5Pc//lD+L1NisUAa0U7PA1s0jUesVjoCfo5cPLAd2G6xUKxYMQfPzEGWLIFFi3K7Fzo6dvP333/Tp08fwsPDEdt7S3R0NDNnzsyTvsw8PDyYOnUqU6ZMYerUqdSsWZOqVauydu3aZOViYmKYOnUqzzzzDN7e3plXbDTCtGn07NCBuXPnMm7s2Gy6gjxC//6walWyiPEGYB7wAbBNBKOHh7L2SAsnLDcIDU19zMcn4d9/PD2JtI1Fk6bRyd+fj5yMVnuvogvcHjACAgJo/vLL6sXLYgE9alzmZBTMwN1dOVX39c25NnV0dDKkXLlyzJs3j3/++Ydq1arRr18/ypUrx7Zt21SBt9+G997DiopOagLscr1+8aIy+axfH774ApYvTxWEwVGq2zY/un32GRdTRiYtUQKqVVMCsz174PRp+yt2d1dmUQcPKtNPcG5hBeq5YTQmd8DbpAmcOqWEgmkQB+yPiqJyvNBPR8cFeHp6MnfuXKZNm8alS5coWbIkISEhHDp0iBIlShAWFkbx4sUJCwujaNGihIaGUqRIEQoVKkRwcDAFChQgf/78BAYGEhAQQHh4OFvSEC6lxcCBAxkyZAinTp2iePHiDBo0iJIlS+Ln50eRIkVo3bp16nvZxrFjx6hWrRrR0dEsWLDAIQflFStWpEiRIgkv00n5+eefuXTpEs8880zqE//7j+vffMOEMmUo9dBDPLJ/PzcrVuTbmTM5dfo09erVS7vBrVvTDIYyFPA2GHg6g0h5GfGG2UwxkYTNhjzLa6+pdbKOzj3Ao48+SpkyZdixYweFCxcGYFcm7h7yAgMHDuTs2bOsXLkSd3d3evTowdq1a7FarYgIM2bM4MqVK2nPbRkw/MMP6Ws08sX06WnOmfcVjRqpAFZJTDzzA8OBMqDMRtMLbJVO8AW7CA9P/F/TwNOTvZGRfAx8oGnE3rnDw8A04KyXF0tu3qROjRpZb+8exuEopTr3CfGhfPPgrsd9wYYNUKyYemG2B5HMhWz2lNHR0UmgUqVKLFq0iF27dtG9e3fef/99Fi1aBK1aQatWvPjll1w9doyngHT2/tJm0yaVQM2hzZurcO3xmiUOMHDgQL755hvWrl1LeHg4t2/fTozc5ekJkZGwYIF68fPyyriypOzZowR1+fLBjh3qWM2aSviWFSGht7cKLe/lBdu3q2MhIepvBv6OjgExVivly5d3vE0dnXQIDw9n3759/Prrr8mi1v3555907tyZixcv4u7ujqZpGAyGZH+NRmPC5/h0+vRp6tatS9euXalRowbBwcEULlyYIkWKEBoaSmBgIDExMSxbtoylS5eydetWNE3j/PnzTJ06FQ8PD4KDg7ly5QorV66kUKFCtGzZkgoVKhAREUGLFi0oWrQoNWrUICYmhuXLl/PQQw+59DsJCgqCnTsh3oLh6FF46y1+nj+fnkC00chjPXow/8UXqWXPXDVnTpqHfzQYGG6xkD/N3Mw5DzTVNPz8HNWNy2GOHVObKh075nZPdHQyJCYmhiNHjvD1118TGBjIggULOHv2LF26dMntrtlFwYIFKViwICVLlqRVq1Y0bdqUokWLUqBAAXbu3Mmjjz7qsB86w/bt9LFYmHXuHDt27KBmzZrZ1Ps8QrlysHKlEr5dv548r2xZtU47fz71ec4o3pQpk/i/CJujomilaUQCVhEMQC1N4zmDQVlC3O+CzwzQBW4PMiIqJLxutuh6QkLgxAn7BW4ZCdLiBW1plbl7Vxea6uhkQrVq1XjmmWd4/fXXefjhhxk/fjzu7u58YTOBXABMRTkBd5i7d9XO4tatWRK4ubm5sXPnTt555x3efPNNZsyYkVzrpWJFldauVUK0I0fsq7hgQTW/JzV3t1iUEC88HP7+27GO5s8PBQqo/z091QLuwgXIxHn8ErMZYmOpUKGCY+3p6GRA5cqVWblyJfXr1092vGnTply7ds3h+k6cOEGzZs1YtGiREso7QOHChWnWrBlz585N0KQQEVauXMnKlSsTyhkMBqxWK5MnT866sC0yEokPtpQWxYsrM9B16+D11/nBYuFxTaNDhw5MmT49QfMlU65fV4Fm0iC/phHjeM8B5cTnosVC4L0SdGvuXF3gppPnuWHbRPO3mQ0m3YS4lwgPD+fw4cNs3LiR77//nlOnTrFy5UpatGjheGVlyxKvS7V///77X+AGaq24cCG0bZsYlA/Uxm1gYNoCN2cUOVJYLvxoq+8/EazA8+7uHIyNVS6SHnCFkXvkiaeTLZjNKiKTjusJD1emZ64gM5NWe8mi+YeOzv3A8OHDWbBgAXv37qV8+fKEh4cTa7HQBbiFMi3NMhER0L27U/177bXXAJg7d27aBdzdVeRSezl4UL10X7igdj5BmYIWKqQ0XxxdkFssKt29qzRodu1S9aVjOgdwCHjTYmHYsGEULFjQsfZ0dDKgVq1aXL16lU8++cQl9RUvXpyTJ09y+vRp1q9fz4IFC/j8889566238EpDs9TDw4MKFSrQoEED/vvvP+bMmUPJkiV59dVXOXjwIEOGDAHg3Xff5aeffuLxxx+ndu3aTJw4kUGDBmW5n2f++48CSX3xJNVOEFH+fOrWhWHDmGWx0BPo0aMHCxYvtl/YBvDxx+n6pg1GaallhT3ARauVWveKwG3lygdaK0Mn7yMifPbZZwBERETkcm+cR9M0GjRowJQpU1i+fDktW7ZEy4qwpnRpjti04iLysr9IV9OiBUyYkPzYiROwf3/a5Z3RNM6fH3r3TvhYF7httVJU0yimaSyOjqaPwaCEfxlFSn0AeLCvXkeZB2XFVPHGDeUYUdeOu3eIX+DGxiphq47OA4SmaXTr1o0OHTrQqlUrduzYwcaNG6n6ww/4vfceG5ypPCjIuUULcOjQIYD0fZ35+IAjPkyKF1f9OnsWrl5Vx0qVUmYF1asrAbyXl9r5tIebN9Uc4uaWaKKaCTsAi9XKm2++aX+/dXTsoFWrVrz22msMGzaMsmXL0q5dO5fUGxoaSmgKR9AzZ87EYrHQv39/ihUrRs+ePZOVeeuttwgNDU2mmfr+++8zefJkxowZw759+/juu++c7tu+ffuIslpp06lT4sFr15TGKcDrr8OiRVxEOcueADzbpw9TZ85MNFO3hzNnIANBZiWLhY02zVVH+QHIZzTS3GBglcNn5wJXrqjgNfeBIEPn/uT5559n6tSpjBs3TveVmoKSzZvjt28fP37zDQ2aNs3t7iRitSq/t9u2KTcfx46p9ZWvLwQHq2AEERHKkqBMGcff2V54Qa3TUmopm83qvT1psJ8iRZy7li+/VNdx8CAPAzuBDZoGBgN14+KoEa9pd/t2soAKDxq6wO1BJCZGvTTF/++IqqfVqiaF9KKdpEd0tOM+iFyBxXJ/CwWzsuujC9t0HmA8PDzo0aMHW7ZsUT5Brl0j7L33OADsAxw2fPTxgfbtHdM2TYNp06YB8Nhjj6VdYM+e5CYCmVGggIqgfPWq0niJ58IFJYTTNKhXDzZuTH2ur68SIJ49m3js1i31Iu7tbbeQ7rimEZQ/f9731aRzT/Luu++yf/9+evTowY4dOyhVqlS2tCMi+Pr68vnnn6eZ/3YaUdfc3NxYtGgRDz/8MN27d2eHnULqjNi8eTMALVu2TDwY/7J06BB88gn/Ak2AqyYT4555hhFTpjiuHfLKKxne4x2AmbGxHATKplsqNQL8YDDQWQS3e8m86MgRXeCmkyfZvn07U6dO5fPPP2fw4MG53Z08h//AgTz/+ed8On8+RapWpX///mlqLOcYN2/CO+/ArFkZWgckw2yGChWUD946ddR6rkKFzN//pk9XzwXbcwNQz4uwMPjrr8Rj9ro+Sg83N3j3XejSBQ2oBlSzWtVGUJEi8O+/iWVv33aurXuYe0SnW8elJA0/7+bmWBSmrJoBREUp4V5Ocz8L20A3ddDRyQKlS5cmNjaWU6dOQaVKjDYaEaAKsDKzk1MSHZ2u09m4uDjWr1/P6NGjadeuHREREQQEBJAvXz7y589P5cqV2blzJzdv3mTatGkEBgam73vFUZPMrVuVL8natZVPJ4D16xOFaCJpC9tARUZN64X7+HHlB8RO58XHRShRtKhj/dbRsRODwcD333+Pl5cXU6dOzbZ2rFZrlkyaOnToQIsWLdi5cyfTp093uh/xkU8LJ4lEB8Cvv0LHjpyNjaU5oBUuzN7jxxk5darj/V61Cn74IcMi7YBCJhMfOVYzO4EjVivd7zX3Fpcu5XYPdHRScebMGZ555hlKlSrFwIEDc7s7eZOyZXl91y4eLV2aV155hfDwcD744AOinAkU4AyPPQYffpha2JY/gxA0sbFKG+7LL5XLgEqVVPnOnZVQLenGaFLc3WHZMihZMvHYqVNqbZgUV6zROndObYERFKQ2fZPyACt86AI3HftvAGeEOwEBKum4lvhoszo6OnYTrwlz5MgRCAqi63PPMRWwAL87WllsrFrEpGDkyJGYzWYaNWrEmDFj+OWXX7hw4QIBAQH4+/vj7e3N3r17qVGjBg0aNCAuLo6+ffum386ePY71q2JFpZF84kTixkNQkH3nbt2qTNVAmTaUTaLHsnatXXN5NLDZZCKidGmHuq2j4wi+vr50796d+fPnE+eIBqgDiEjWfAgB8+bNw9/fnwEDBqSrIWcv8fPWvA8+SJ6xfz9zjhyhKhAbFMQfGzdSNCsvUbGxyhQpEzyAR+Li2OKgT57vgIImEy7ybpu9uLklapA4simto5ONxMbG8tdffzFixAhq1qzJtWvXWLBgAcb7XbnACfyqVGHWunUcOXKErl27MmrUKKpXr86W+I3InCS9OTODSO/JMBhUunYNli6FAQOUwKxBA5gyJXV00uBgWL06uYZufPR6UHNcWJijV5E2n32mhIHxnDqV2u1AFtwQ3C/oAjcd+4m3+b7XdidTEht7fy2g7iXTDB2dPED8y+iZM2fUgc6d+cmWNyQrFaaI/HT9+nU++OADAgICGD16NOvXr8disXD79m1OnjzJyZMn+ffffzlx4gR16tRh7969ABw8eFBpyz3zTHINs2vXYMQIx/oUEKA00q5cgXiHwfaaRSX173Hhglq0NWmiUuPGKiBDJrzi7s4xg4Ehr7ziWL91dBykb9++nDt3jh9//DFb6rdarY75QEtCUFAQhw8fJl++fLz44ot89JGjemGJdLEFTTm8b1+y41K7Ns8aDNRu3JjN//xDeHh41hqYNMmuexvgX6C4AwI3CzBP0+gRF5f9vmx8fZ2vw80tcTNT3yzWyUU+++wzihQpQkBAAAEBATRp0oQvv/yShx56iG3btlGlSpXc7mLex9eX4sWLM3XqVHbt2oWvry/169fntddey1ltt1mzlA/drGK1csJkYjTwGXATEq0Vnn9emXA+/bTyCxdPsWIqv3Fj9TnphqqI68zlPT1h0SLHXU49IOgCNx378fRUN+e9El0qPeKdRt5PQjcdHR27MRqNeHp6cufOHXWgRQv+AgoCWXIfmz9/Mj8VvXv3xmKxMGfOHP73v//RoEGDNF/Yw8LC2Lx5M+42/29DhgxRwq61a6FKFWjdGp56Ctq0sT+4AShT0qgouHxZnXfjhjoeE5PcvCA9fHyUn5AaNdRfEdWntWuV74/LlzM8/XtgcnQ0n376KbVq1bK/3zo6WaB69eo0atSIiRMnZkv9zmi4AQQHB3P06FGCgoIYPnw49evX5+eff3a4nvjIpw369El2/MqpU9yxWHj6pZcci0SalFu3lG8hO9iN0gRu6kCU+z+A8yI8npW+OUpYWHKt3KyQ1NeQrqWrk8Ns3ryZHj16EBYWxksvvUSrVq0YOXIkY8eOZfv27Zw/f56ZM2cSHByc21295yhfvjwbN25k3LhxfPjhh1QqWZJzhw/nTOP58yuz/aR+dR1klcXCGOAllA/NJUkzo6Lg66/V+vGhh5QbEVCbpn/8AaNGJb7DFyqk5jZXbFDEU6oUzJlz78sJsgH9G9FxjPtJm0pXwdbReWDx9vZOFLhpGl5ublwHsmSUNnduMh+VK1eupHjx4jz00EN2nf7qq68CsGvXLrUhYLHA0aOwciXMnKkiQDlCiRIqQlXFimqhVaaMOn7rFhQurDTVUhIcnKjJcfu2iprl6al8cDhgerEXeBbo06VLsqiNOjrZycsvv8y6devYuXOny+t2VuAGEBgYyLFjxyhfvjybNm3K2Hw8DaxWK9OnT8fPz4/hr7+eLC+ucGE04Jid2mlpMmOGXWZNFtT9XdZs5gUH3FnMA0qZzdTMcgftxGBQAV+OHHFNfQULQrlyrqlLRycNbt68yQcffEC1atXw9/encuXK1KtXj927d9OjRw8WLVrEzJkzGTZsGK+88go1atTIssatjsJkMvFG//6MMJk4du4cJ1NYKWQr+fLBmjXKHDQLdLVYKGA0UkjTKBcQQBeUZUbC2jXex+e6ddCoEbRooQRvRiOMGQO//abMUM+fhx49XHBBKWjXDt5/3/X13uPod6yOzv2K7ttNRyddfHx8EgVuwKgGDYgGRjlaUfPmMG5cMuewcXFxhIaG2l3F2LFjAdjw119qF/LECUd7kYiPD/z9t/o/OloJ0k6eVJ9NJvX/33+r4AdJCQlR+Y0bKx8fV66oqKhHjyphYu3adjX/qslE8YgIps6e7bSQQkfHXh555BGKFy/OqFGjEBc/+0TEJS+4fn5+7Nu3j3LlynHjxg1iHAgk9d133xEdHc2QIUPw8PBIlleoeXMGV6rEmNGj+TdpRDhH+Ooru4ptB7YBH8TG4pZZYRuxwFJNo1tsLC6bEXx81MZBSg0fq1WZT7nKgqFfv/tro1knzyAiTJ48mbCwMEaNGkWFChV4+eWXKVWqFIsWLWL//v188MEHdOnSRRewZQdBQQxo147CZjPPDxjAzZs3c65tDw+YOlVZDdSo4dCpgcBvFguRBgNy4wbvFyjA50B74DooNyAGA1StqtZ0f/yhBG+tW6u5sWVLFb105Up4801XX5li2DBIoYn9oKPfwTr2ERcH+/bdeyF9b93K7R7kHvoiUUcnXby9vbmdZD4bWKIE/ii/GA55qfzrLyWMatQIgA0bNmCxWKhatardVcQ7e/ffuFFFoUoPe3y11KihQs+D0vLYuzcx7LuPj1qAFSqU3M9GxYoq7/JldT3//KNMDY4eVXl166rd0GLFlPZIBuxyc+PR3r3x8vLKvK86Oi7CaDQyYcIEli9fzuLFi11atys03JLy+uuvExcXx0MPPcTKlSszDfbwzz//8PTTT+Pm5sbw4cOTZ965Ax06MO7IEfzNZkaPHu14h06fhv37My32PdAQ8NQ07ItTrFgLXBWhq+M9Sx+rVfkhctZ0NCOCgtSLo46Oi7l27RovvPACgwcP5rHHHuP48eN89913jBkzhkWLFulCthyiqLc3v8XGcuLw4QRLgxylcWPYvh1++klt3tpJNeBni4Wtmsb8y5eZUbQo2zWNGsBOETU/njqlfFF6e6uTVq5UwRVq1YIvvlBzZ3ZGDf3iC2jYMPvqv8fQ72Yd+zCZoEIFJZW/l3ClbXpeJKlzcx0dHbu5ceMG3vELEQCzmReAO8CyFGX/BJ4HFgGpPKnFxUF88AXgww8/BNRLtb1ctvlE88+fP3W4+KRcuqTm4XiTgZR4eipT0JTEC+AOHFCmBCdOJB7z8VHasCkdBx88qARwHh5KeB8ZqbTgMtgFvgxcjIykfPny6V+Djk420alTJx555BFeeOEFzp0751Rd69evp0+fPnTp0oWbN2+69OW3T58+hIWF8ccff9C6dWs8PT2ZOnVqmmVPnTpFnTp1sFqtrF69OrUg29sbfvwRP5OJZ2JjWbxwIdEO+FYD7A6UMBOo5+XFGREciWu3CAh3d8cJV+GpiYxUGwN//eXKWpMzY0ZqTWAdnSwgIrz77rusWrWKp59+mpCQEL744gumTJnCtGnTCAkJye0uPphMmUKl0aN5SYT5c+bkbACFpHTooKKJHj4MI0fa5Wu3EbDBauWKycTr587xhtlMoK8v9YBvQa1LIyOhWrXkmsDbt8PLL6u1YO3ayvzTGauK9HB3hyVL7PMb/ACgC9x0HMPBMPB5Eqs1mb+le5p7TQCqo5MHiIqK4syZM5QqVSrxYGAg8fE0kxpX/QY0B6YA3QBvwAvoj/KZ4Q8YevbEaDTi5ubGjz/+SMGCBSlSxP7wC+dt/kN+OnKEV4BvgNpAK5SDckAJ00JD1QvgtWvKnMrTU+UZjUr7rUqVROFf0p3LPXsS/7daE01GQWktx8Yqk9i0nINv367aCwpSArt02APEGxBUrlzZ7mvX0XElkydPxmQy0apVq2QarI7y1FNPMXv2bJYsWYLFYqFSpUou7CWcPHmSgwcPMm7cONzd3Rk0aBDBwcFUq1aNd955h0cffZRnnnmGsmXLEh0dzZIlS2iYnrZAbCxER9M2NpYbt245ruVmR+T5WGCjptExMhJHRFAWYLGm0dWV5qQ5wdix0KlTbvdC5z5h2bJljBw5klatWvHTTz8xcuRI/v33XwYOHJjbXXuwCQiA//2Px4cP5+adO4wZM4YVK1a43C2B3ZQqpVyUHDmiXH+8/TbUq5euz/EqwLbYWOpaLAyLiSEoLo6a3t48CUyIL7R+ffobudu2wRtvqEilLVrAL7+49nqCgmDFCvX3Aec+kJ7o6DiIwaDUbHV0dB5ITth28yKShkPv3JmA6GgKjB/PRtuh7Si/GGZgJSogwBrgL+BLYAsqLHtdHx/ca9Tg+vXr/P3339y9e5ebN2/il4n5ZTylS5emcOHC/Hv+PBNsCz0NEJTpQDdgQViYErDdvq38E61dq7RbqlVTEVLj/baBWpyVLKnmOhFlMgZQvjxs2ACVKin/Hrt3K601TVMLslq11A5rSjLRgJkEvAiUCAlh4aefUiY+SIOOTg4TEhLC8uXLqVy5MqtWraJTFoUmcXFx+Pv7c/36dZf2LymFCxdm9+7dRNoiEN/9P3v3HVdV/QZw/HMvlylDpoAKOAD3VsytuXKmpuXWHJllrjQzLWeaK7NsuldqKmY5firulZp74wAExYHseeHe3x9HSRQUELiAz/v1ui/g3DOeg8fLvc/5fp8nIYHz589z5syZNOstXLiQDh06ZLyjixfB2JjyWi0A+/bty1ogHh7KV41GGbGbDhWQpNeT1TkDR4D7ej1dClJN2YkTlYcQOUCr1aaZrrh69WpatGhhwIjEs7xmzKC2nx/z5ilpKr///Y8Phw1j9OjRL9kyF1WpojwmTICICKXRwp49ytdLl1LrdDsBm1G6lY5ISiL4cf1KX2BUZo+l1yv73rMH2reHVateWj4k0zw9YetWZcrsU3WTXzcywk2IrEjvTnBhGS0nRGHn7w+HD3PjwgUAyj491L1WLahcmUZAOEqiqw5KPbcDQCNgKPAHcBtwQBnVZQscnTyZffv2cebMGYYNG0ZkZCTu7u4EBgZmKixLS0vu3LlDyv79XAC+79iR0GPHCKhVC09gAxBkbq68WTEx+W+qfGwsnD79fHfBlBTljqKDg9I44UkDh5s3lefMzJTpqcovARwdlU6mmZxapjMx4YG1NQ+A+8D0IkXo0bMnl2/dokuXHK3UJESWVa5cmZIlS3L06FFDh5KhkSNHYmdnx4YNGyhdujQHDhwgKiqKhIQE1q1bx927d/n5558BePDk/2pGTpyARo0oCnQwNcXe3j5rwXh5KdPUX1BLTgOUMDYmqxOPtgGORkb4ZHE7g7C0hJUrldFtQuSQsLAwbty4QbFixRg0aJAk2/KpJUuW8Ndff9GvXz9uBAYapqZbRooWhU6d4Pvvlbq89+/Dxo0wbBhUqoRKpaIz4J+Swi/ALLWa/4FyQzWr/voLevbM0fCpUwc2b36tZ2VJwk2IrEivjktBHy1XkO48C5EVYWHw++/Qrx+4uCgfLBs04PqgQZibmeHi4vLfulotfPklIx//eBFlhJkzPPdh0QQ4DpQAvgd4553U5xYsWMDChQuJjIzE29ubEydOZD7eOnWoeOgQH2/ejFNKCu6RkTwpkX48Pv6/IriZGZ5/8KAyCu7Gjf+6lD5JvB07pjRNaNgQHj1Sphz4+yvfpyPF1pZ/69bl2xo1eNvJCUeVCqeoKJyAYkBobCxjxozBODcL8AqRBY6OjkRGRho6jOckJSVRp04d5s+fj5OTE3/99RfXr1+n4eOmKxqNhm7duuHs7MygQYMwMTFhxYoVL97pBx8o3TSBOK0W06yW/lCpoEePl65WNzkZXxOTLDWV2Qm0JJ9/2FCroXt3ZaRgr16GjkYUMsWKFcPW1pZhw4bx66+/GjockYFKlSrRqlUr3n77bZb16wdk4maHoTg4QOfOsGCBUjLk3j1YuxbT999nkKsrY3Q6LABCQrK3/7//Vjqa5qTmzWHLlsJRmiobXs+zFiK3JSXlbveXnKTTZVgfQIgCx99fufO3ebMy8iOdUanXLS0pa2GRtvPgL79AUBD1UeoOPURJJj1XjaxNGzh9mlJ373Lb2FgpOOvmlmaVoUOHUqJECTp37swbb7zBxo0b6dix48tjNzUFd3eYNAlmzICkJCo+nuZ1JSQEbG2VN0GPp45l2dWryofrihWVfR08+N9z6RRa1wFLbGwYl5BA2LFjmJmZUbduXYY1bkyVKlVSC8nb29tTNTMdVIXII8bGxi/t/pnXQkNDqVatGvfu3ePtt99m48aNL2zGoFarqVu3LgcOHCAiIoKiRYtmvPOSJUkAjuj1DM9O05KRI+HHH1/YiOkTvZ76SUlsR5lq/zIPgFPA8MdTnPIFExNltIiLizKqt1495YNryZKGjkwUUlFRUURFRWV95KkwmGojRsCyZZw4cYI2bdoYOpyXc3SEd99VHqDMfNi6VXkcP56pOp3P2blTeX3MSa/x6E5JuAmRGwrSqDdJtomC7P59pbuTn59SfyIT3Zauh4dTpsYzPfMqVUr9Vg188/j7Mc9uXKaMMnJMrYbZs+Gjj9I9RocOHTh27BgNGzakU6dOfPDBB3Tv3p0GDRq8uONhfDysWZM6Vb3y46TBASMjZiUlccnGhjkPH5KtErR6vXJ30dRUmT7WuLFyLk+vAtwE/NRqVtrZcejhQ/r06cPAgQOpU6cOpqam2TmyEHnK2NgYbXYT07mkTZs23Lt3j8mTJ/Pll19mapvRo0dz4MABvvnmG2bMmJHxijExhAFxej27du3i66+/zlpwJUrAZ5/B5MkZrvIGUEWj4Q+9nraZSKLtevw1Tz9iGRkpdY9q14YaNaBcOWVala2tUpOooNwIFYXG1KlTAXjrrbcMHInILC8vL6pXr06PHj3w9fWladOmhg4pa6pXVx4TJihNr/bvV+r3njqllA65e/fFs5ssLNJvoiWyrUAm3AICApg6dSp79uwhNDQUV1dXevXqxRdffIHJ40RHQEAApUqVem7bo0ePUrdu3bwOWQiFTpf+tFQhROYkJSkjs/73P9i1S2kWkMVp0VdTUnivfPm0C7dtAyAO+BSlKYIZ8ObT6xgb/zdKbOtW+Oor5fhLlqR7nFq1anH16lWqV6/Ozz//zM8//4xKpaJbt26sWLEi9e9VGp6eSjfQUqXg9m0sUWog7YqISP0Au/5xnFnm7Q3//KPUKrp9W6np9pgOWKhWM8/UlID4eNSAj5MTfmvX0uzNNzPcpRD5ka2tbWr33/zgzJkznD59mqZNm2Y62UZMDB0cHDA3MWHljz8y4+5dGDz4+VEHH38M//xDUcBFo8HjSROErBo/Xpnyc/p0uk+rgNKmptzPZOHrNUBtU1Nc0hk9m6OqVoVWrZSi3PXrK69vQuQDer2eRYsWMWbMGNzd3Q0djsgkzaVL7Fu/nnc++IBWLVvyy4IF9C+oHWVtbZWOy083ENJq4eFDiIr6b3aDiYny2mlrqzTkEjmqQCbcrly5gk6n45dffqFs2bJcuHCBQYMGERsby5w5c9Ksu3v3bipWrJj6swzpFQZV2JNtWq1yh7mwn6fIO8nJSo2KI0dgxw6lQ9MrdDqKA4KSkvB+Us/syTH++INBwFKUKaX2wI9Pnm/aVLkj2LkzfP21EkerVvD++y8dqu/m5saDBw84d+4cW7ZsYdWqVaxbt46//vqLH3/8kb59+z6/0ZP/R48dTUlhNcoU178fPzLN3l7pSgrKm6hGjZQ7nU9NtwsA+hcpwr7YWPq9+y6dO3emUaNG2NjYZOVIQuQbtWvX5ttvv0Wn0714RGku0+l0nDlzhtatW6NSqVi6dGnmN65dG65coRmwNSmJiOXLKbphg/JB6Unx6YAAdJs24Xf3LuOAKJUq+8W+TUzgjz+U44aHp7uKnV7PuUzsKgTYDvyYG8k2lUpJrHXrphQSf/q1XIh85O7du0RGRlIhO9O8heE4OmLdogVbQ0P5KDmZ94cO5WpgIDNmzEhbiqSgMjZWptU/XcdY5KoC+am4devWLF26lJYtW1K6dGk6dOjAp59+yqZNm55b197eHmdn59SHFHUWIhcZG0uyTbyaqCj4808YMQLeeEPpyFmjhjKK4++/X7mtuD/KtMlydnb/LfzySwgIYClggdKJ9CHQ7cnzM2cqH/BsbeHNN2H9emWEnZsbzJ//0mOq1WqqVavGl19+ybVr1/jll1/Q6/X069cPDw8P5s+fn7belJmZEtNjZYAvgQ+AWJSRJpnm6PhfkdqjR+HAgTTJtuVAZY2GW3Z2+Pn5sXTpUtq3by/JNlGg1a1bl/DwcPz9/bO1fWxsLDExMVx43NE4O3Q6Hba2ttSsWZMHDx4wZcqUrI1yqV0bgCfvWi2UwMDHB1asIHrMGOaXK4f33bu0BLT29hw8dgwfn1foCVqmjJJ0y+C98htxcfwLvOi3ogd+AUzVat7LfiTPc3VVXhdv3lRGOQ8bJsk2ka8VK1aMunXrMnXqVPTSoKzgiIyEhASMq1blF2CuSsU333zDhPHjleczuCEhREYK5Ai39ERGRmL39Aeoxzp06EBCQgJeXl6MHTuWDh06ZLiPxMREEp+6GxcVFQWAVqvNd7VARP705DqR60W8qtfqWgoKUpJsO3YoHTSfTj6pVGBunmOHupicDFotpS0slN9tQoJSVNbcHFV8PBVVKjqamZH6Wy9bVhnd1revMiT/jz/g5Emlo+f27coQ/Cz+G/Xv35/u3bvTv39/tmzZwsiRIxkzZgwff/wxs2bNUlaqWzfd8z4fH489oM3s7yQwEG3p0pDONmuTk+mn1dKnRw/mzZuHtbX163G9iWwrKK9L1apVA+Dw4cOUfnz9Z4VeryclJYX69etz//79DEfJnThxAn9/f7p164bmme5rv/32G1FRUXTs2JHhw4fToEGDrP3eEhLA3JwrCQmY6fWozM3RAiHXrrFwwAB+A2JTUujSoAG/TZxIvSZNUKlUr/5v06gRLFoEQ4Y891R3vZ4Zyck00+kYqlbzgUaDw+MRH5d1On5MTmabTsdtvZ5BajUWpqakF82T16JMvY5VqgSjRkHHjv/dPMjn15/IO/n9NWnSpEm0bt2aHTt20Lx5c0OHI14g9VoqUwaWLVPe//Xpw7B//iFFq2XszJmYmpvzube3MuNBvPYy+7qj0heClPv169epWbMmc+bMYdCgQQA8fPiQFStWUL9+fdRqNRs3bmTWrFls3rw5w6TbpEmTmJxOwdg1a9ZgYWGRq+cghBAi961bt46tW7eyYsWK557r0qULpUqVeq40QW7S6XRs376dNWvWEBcXxx9//PHcB/cnwsPD6d+/P2ZmZkyePBlvb+9sH/fKlStMnDiR+vXrM3z48MIxTUKIp3z88cdUqFCBoUOHZnnbwYMHc//+fQDefPNNhg0blub55ORkRo4cye3btwFlFGvz5s3p2LEjjo6OnDlzhh9++IHo6OgX/p9+EZ1Ox+3btxk3bhyWlpb89ttv7Nu3j4ULF6LRaGjVqhVt27bF0dExy/t+Fffv32fTpk3s2bMHgKZNmxIdHc3Ro0exs7PjjTfeoGbNmlSuXDlb5y1EYXLnzh2+/fZbYmNjmT9/fvq1W0WB8Pvvv7Nu3ToWLlxI8eLFDR2OyAfi4uLo0aMHkZGRWFtbZ7hevkq4jRs3jm+++eaF61y+fJly5cql/hwSEkLjxo1p0qQJixYteuG2ffr04datWxw8eDDd59Mb4VayZEkePnz4wl+iEE9otVp27dpFixYtZPqyeCWF/lpavhxGj87zkQp9k5IINDNj39GjShem+vXBzg4OHcIyPp7yKhUnzMyUu5srVsDUqdClizLyztZWmcZ05w5s3JijcbVq1Yq9e/dy+fJlypQqpXRc7dIlzTq9ExNZ97hmnDFwztSUMpmYwq01N2fXkiW0eP99jOPjuW1iQl2dDu+qVdm+fbt0HhWZVpBel8aMGcO6deu4desWRlnsxu3l5UV4eDhFixYlKCiIS5cuUaZMmdTnR40axQ8//ECrVq1o2bIl8+bNIyQkJM0+VCoVffv25ddff81y7DqdDmdHRyKiowFlOumfJia0SEqid7duzFu4MG+mfX/9NWTwvvyBXs+vej0/63RYqFSM1evpZWSEaSaS98++JqWhUin1MSdNUjqLCvEC+fo16cABTJ4a1TZt2jTGjh1rwIDEi6R7La1aBWPHQmws8Xo9JVJSGDF8OBOz2glaFEpRUVE4ODi8NOGWr249jR49mn79+r1wnaenBty5c4emTZtSr169TL2h8fHxYdeuXRk+b2pqmu4HD2Nj4/z3Ii7yNblmRE4plNfS0qVKtz0D3O8JBdzUaowdHeHff5VH48bwuDNnil6Psbu70j59+nSla2hAAIwZA599Br/+Cj/9pHQ17dgxR2Lat28fe/fupWrVqsoNpa+/hnnzoHVrpRtqUhIAV1AKr/4CDAYaJSZyPwvHMY6Pxzg+nt+1WhLMzfH19cVSOvqJbCgIr0vdu3fnu+++49ixYzRp0iRL2z4Z8TllyhT69u3L3r17KVeuHDqdjvfee48//vgDJycnduzYASgJuPXr13Py5EkePnyIs7Mz48aNy/bN2ilTphARHU2LRo04duAA0UDY49eBct7eODg4ZGu/WfbVV1C0qDKl85kGMa7AJOArnqormcUbKE9ek1JVqwY//qjU7xQiC/Lja9LNyMg0Py9fvpwvvvjCQNGIzEpzLWk08NZbsHIlxkAnjQbfLVuYMnu2QWMU+UNmX3PyVcLN0dEx00PjQ0JCaNq0KTVr1mTp0qWZ6kJ15swZXKQjhxBCGM6jR0pDBAMNrg4Fqmo00KsXREQoC2NjWQckAOWMjGDkSBg6VEl2ff89dOigdA1dt06pbRQaqnQKzIGEm06no0uXLhgZGaV+eOeDD2DAAKVwr69v6rq3UTqVDgRWAoeyecxTJibUqlIl7z60C2EAderUwcHBgb3btmU54fbE5cuXAahVqxZxcXFUrVqV69evU6FCBbZv355m3W7dutGtW7f0dpNlU6ZMwd7enm1z5rCtTh06oiTcTYB5333H+ClTcuQ4mTJ8OJQrp7xmPnz43NM5Mhm9dGmYMEGplSmNl0QhEftM/ciqVasaKBKRLQEB8MUX8NRNgQrJyfz14IHhYhIFUoH8qxYSEkKTJk1wc3Njzpw5PHjwgNDQUEJDQ1PXWb58Ob///jtXrlzhypUrfP311yxZsuS5OhxCCCHy0IoVSidSAwkFisXEgJ+fMrrNyAju3iXu8fMPy5dXEmopKVCrFqxeDWvXKom3U6dg377/miXkgIEDB/Lo0SMmT56Ms7OzstDeHooVU+J7rBvwCKj5+Ocksv9BN0SloljJktkPWogCQKVS8YaPD0e+/RaKF4ds1GZs2LAhAPXr18fS0pLr16/z4YcfcvHiRdzc3HI65FQpKSk4OjqiXr2aFo+XTUL5f29uiCngrVrBuXPKzYec1LQpbN4M/v7Qv78k20ShUqlqVWwfT/0+5O7O76tXGzgikSWrVsHt22luNBgDSU+VnxIiMwrkX7Zdu3Zx/fp1/Pz8KFGiBC4uLqmPp02dOpWaNWvi4+PDn3/+ybp16+jfv7+BohZCFHgBAYaOoOAz4BvORCAccH522tOMGdzp0QOAq2FhSsKtVi3lrubMmWBmprzhOnxY+WA4ebIy6uMVxcTEsGzZMtRqNffv3+fq1atpV3B0JAGoCvwB1ABWA62AY8Dzfbkzp3FyMn5+fuiemSImRGFTr0EDjgExd+4oU8TDw7O0fZs2bejTpw/u7u40b96c5cuX8+OPP+ZOsE9p164dV65coeyiRVR+vOzJJMs2b76Z68dPl4uL0k16yxaoUCH7+ylRQqnfCUqyrWNHSbSJQkmlUnH0n3+wMDNjeWAgmvfeS3MjTeRzw4ZBkSJpFt1VqXCxt4e4uAw2EuJ5BfIvXL9+/dDr9ek+nujbty+XLl0iNjaWyMhI/vnnH9555x0DRi2EKPBkVNCrCQ6GkycNdvgn9c6cn17YowcjT51iwpo1ODk5ccbKCmrWhF9+ga5dldFmt29Dw4ZQvjwcPQrNmuVIPCYmJtSrVw9jY2MWLFhAuXLlUKvVWFlZ4eHhgd0772AOnAO6A588jn0nUAdlihkADg6Qhdo1Tno9sY+LsQtRmHXv3p0kYD4oU8jHjMnyPpYvX46/vz87d+6kT58+ORvgsx6/j/3rr7/oV7o0t2JjCUJJto17vMqIL7/M3Rhepn17OH9eaRzz5puZS5Z5eSk3Kfbvh6AgMPQ5CJFHvL29mfvtt/wG+Pv6KvUJg4JgwYLU+qwin7KxgVmz0iwyBh6Eh/Po1i3DxCQKpAKZcBOiUJOhyvlXFjvdiWe8oGlNXjj2+GupJwuMjdnXsyfz58/Hzc2NwMBAnMLClP+DNWr81yXU1RVq187xQt4mJiYcOnSIhIQETpw4wccff0zjxo1xcnLi0aNHmFlY0LxpU37r1o0LQL/H2y1zc+MfGxvsNm2CTp2ge3eYOBHc3TN13LMqFZVLl85U7VMhCjJ3d3eGfvwxs4yMuAmweDG6DRsMHVbGateGHj3gf/9jaXQ0KSjTSI8ApwGnIkUoX768YWMEJcnWuTPs3g1378KaNUpTmb59lfiHDFFGFPr6QkgIXL0K8+dDo0ZKF1IhXiOdOnUC4DwojUVGjVIaL1WpAgsXGqymrciEJk3gqdp7w/V6UuLimPrtt4aLSRQ4+appgsgj8+fD2bPKNKnixaFsWfD2hsqVlW4swrAMUZ9FiLywZ4/BDq0HZpqZ0SwhAe/Hy5K0Wjp07YpGo+Holi2YjR8PYWHwbG0mIyOlq+rSpZCQoLx25rBatWpRq1at55bfuHGDmjVqEAl0AtYAZl99BcnJyuv2Bx/ApUtKo4fISJg796XHOpWcTP369XP8HITIjyZMmMBWX1+aBgXxt15P827diDYxYeXq1XR5klTPD27e/K9z8u+/A2nvil8HPDOZVM9TTk5K0r97d0NHIkS+5OTkhJ21NVuiougEqDZuBBMTZYTbxx8rievatcHOTklam5sbOmTxRGwsLF4M/frBhQsUAz7X6Zi0YgXjZ8zIdLPHPKXTKSO6w8OVqa+2tsrrtImJ4WJ69AiWLVMakuXCe+j8TrIrr6NNm+DgweeXFymiFMQdMQLq1MnzsIQQhdw//xjs0DuBUwkJ7H5qWfeqVYk+e5Yff/wR1zNnlGmj/fsrU0efVawYTJqkFA7Po9fHffv20apVK7RaLT/+8AMfvv02fP45nDgBe/cqb6qcnZU3VB06ZGq67kngYkoKk1u1yvX4hcgP7O3t2XPoEI3r1aPq7dvo9XpMEhPp2rUrERERWFtbp1l/z5493L17F7Nc/lAQHBzM5s2bGTJkCJqHD5UP2hmIBnar1XR+3MRBCFFwqIBpM2cydOhQ7IG5kHY66ebNyqNIEejZ0xAhivQcPw716inJqgoV4MIFAGoBWq2W+Ke6l+aJqCilxMnt20qJliffh4QodYbDw5VHZOTzoyZNTJSkbtOm0Lo11K2bd7N21q+Hjz5SYnz/fUm4iddcbKxyV3XTJqUobsuWho5ICFFYREfD9esGO/w3KhV1zMxo9vgNkq55c/7avx8Pd3c+XLlSqdWxfXv6G8fHK9NMq1VTarjlgd9//52ePXui0WjYtWsXbz4plL5ihfK71GqVu+G//w4TJmRqn6d0OrpZWODl7Mzbb7+de8ELkc+UKFGCvYcOUbFCBczi41mu09FWr8fR0RF3d3c6deqEra0tGzdu5OTJkxgZGTFt2rRciSUhIYF27drh5+cHwJcTJnDQwoKKd++mu/4joLeRERFGRnw2fnyuxCSEyEUqFR9++CGXLl5k7Y8/MkuvJ91UR2ysMsK1SZM8DlA859QppY5vSooybf6p1+cnrXeKFi2aO8f291dmol2+/N/jxg3lvV92JSUpjb8OH4Zp05Sa1DNnKiUAcktoqDKCc+PG3DtGASEFXMTzEhNh4ECpKSCEyDnnzhn0NSXQ2JjG8fGoAIyMWFC1KlqtlhGdOyvTuF9UDN3cHHx8/htRlss2bNhAz549sbCw4OLFi/8l256wslKSbU++z0RMx44do3FKCsUqVmT3vn0YST1C8Zpxc3Pjm1mzCNPrKW5kxFigrE5H4I0bzJo1i88//5yTJ0/SpEkTQkNDGf2kk2YOunHjBsWKFcPPz4+aNWsyZswYIqKiqHr/PgdKlXpu/SNANXNzjllbs9HXF7dnp7sLIQoGvZ5evXtzR6/nlxetN2WKknh7IioqtyMT6dmwQWlukY4rgKWFBVZWVjl3vNOnlc/eJUsqTWa6dlWay/z+O5w5k/1kW0bTSG/fVkZTduqkjIjLSXFx8M03ymwRSbYBknATT3u6y92TIapCCJETzp836OGdtVruPZk6Vq4cvx88iFqtZliZMkp9jszUH1KrIZ0PxTlpy5YtdOvWDTMzM86fP4+np6fyxMOHSufU9u3h008hMFAZot++vXIX8QVC9Xq+//57Wrdty4EDBygp3XbFa2rQoEF4enoyxtGRb4CLDg4k6nTsX7ECPz8/YmNj2bt3Lw4ODjl+7JiYGGrVqkV0dDQLFy7k5MmTzJo1i/fff5+UlBQOtGgBJUqkrr8XaKxSUbJaNc6cPUubNm1yPCYhRB5RqfDx8WHggAGMV6nQZrTe3r1KwsXbG1q0UEbfb9qUl5GK27eVhFs69MBqY2O6dO2KKicawJw7p3R7rlFDeS8aHPzq+3zayzrhbt6sNAQLD3/xepkREwPffQelS8O4cUodOQFIwk08TfvMy39KimHiEEIUPo9rXxiKi15P6oSABw+wTklBr9ejbtFCeXOQD/zvf/+jU6dOmJiYcPbsWUo9ndxzcFAaJPz1l1JL7pdf4Mcf/3ve0lKpjbF4MVy8qLyJKl4cHB35VKPByMiIn3/+OdfrUgmRnxkbGzNr1ix2hYayA+BxwetGKSk0a9YMCwuLXDt2kyZNiIiIYMGCBQwdOhSAiIgIli1bhqOtLePXrk39sBUIvKNS0aRJE/bt3y9JciEKCZ+6dYnS68kwVaNSKbW2PD2VG3xPGiqIvNO0Kdy6le5TlwF/rZZu3bq92jFSUpRyIDVrGrShGKBMWe3SJe3IyqwIDFRuBJcoodSBv3cvR8MrDCThJtJXvDjkx25YQoiCycAJN0uVirCEBOWHpCRKhIej1+uJcXU1aFxP+Pv707p1a3Q6HYmJicyePTvjlVUqpeDtxIlK99RGjaB5c6XTdNWqSnHfjh3h1i12rFjB+pgY+vfvj729fd6dkBD5VIcOHWjcqBEjNBqSwsKUTu1XruT6cW1sbABlendSUhIVK1bEzs6OlJQUlri6on5q6tg4wLxoUdZv3Ijx07MPhBAFWmJiIkZAhkMa9HqlSP+GDfDrr8roJ0m4540no7wePFA6wafjL8Dc2JimTZtm/zjJyUrttOnTMzxOntu7V0ns/vWXUj7lZZKT4c8/lVkWZcrA3Lk5PzW1EJGmCSJ9tWoZOgIhRGFy44bBDp0M7NBo6P5kaH316lx5+BBQCphbWloaLLYnvvjiCwC8vLxITEzkt99+4/Dhwxw9evS5LoqpHaU7dFDe9GjS/1Mep9UydNAgmjVsSBMpwiwEACqVigXff0/1atVYEBbGp2XLKgWyL15URrtu2gTvvKPUdsxBu3btonr16qxevZodO3YQFhZGPWAk0O7ixdT1/gesBRbPmYOtrW2OxiCEMKyGDRuSDBwAWmS00m+/wbp18PPPmSt3IXJGJt4LHlerqVunDubm5tk7hk4H3bqBr2/2ts9Nly8r7yuLFVO+Nm0KlSqBqyskJCilTU6dgoMHleaKYWGGjrjAkBFuIn3Vqxs6AiFEYaHXG3SI+R7gnlZLr8c/74qI4Nj58zRs2DBXajVlx549e7C1teXq1avcvHmT3r17c+nSJezs7LC0tGTixInpb5hBsg3gy3HjuHP/Pt///HPO1BoRopCoUqUKH33wAZOSkrhx6BDs2qU0RilRAnr1UgpJ5zC1Ws3p06epWbMmMTExdKhdm8MqFe88tc5NoDvQpkkT+vXrl+MxCCEMq3LlyniXKMF3L1sxKgqGDs24e7rIeU9GE5ctm+EqJlZWqF7lZsySJfkz2fa0e/eUpG+PHlClilLSpEQJqFZNKV2ydKkk27JIEm4ife3aGToCIURhERb2fI3IPPSkdls5QAf0vHgRIyMjNuWTQsQPHz4kLCyMxo0bA8oH8xUrVrBy5Uq8vLwwNjZm2rRpFC9enJMnT750f3q9nq+++oq533/P1GnT/mu8IIRINX3WLIo5OtJbpyMZlPo1T2rXHjqk3MnPYWq1mpMnT5IQHs6fYWFpOjeHAO0AO2dnVm3ahFotb9GFKGxUKhWT58xhK0oX4heKiIA2bWD48NwPTPzn3XczfOpWQkL2b9RGRyt128RrR/6ai+e1aKEUcRRCiJxg4AKqXo+/+gOPbGx4kJRE+/bt883otkWLFgE8N6KlV69eXLp0ibCwMD755BNCQ0OpXbs2gwYNQpdBjY3k5GSGDBnClClTmDlzJp9++mluhy9EgWRlZcWKTZv4R6Vi1pOFlSsrX0uWTNu5PbOuXYM//oCFC2HaNKWxSUKCUoD7yBGlqUmFCkqNpps3Uze7CtRTqYixt2frvn0ylVSIQqxr165U9fQk06mXFSvg8OHcDCmN6Oho/vzzTz766CPatm1Lw4YNqVatGqVLl8bR0ZGKFSuycuVKUgprc7033lBq5T7jEXAiKYmWLVtmb78rV/73flhmHbxWpIabeN7nnxs6AiFEYXL/vkEP7/3461WgWmQkpkZGXLp0yZAhpfHnn3+iVqtp3759us+r1Wq+++47Ro0axZtvvsmiRYvYsWMHhw4dwv2p5jYBAQH07duXw4cPs2TJEvr3759XpyBEgVS/fn369unDivXrGV+lijIa18oKrK2VD0fTp2cu8ZaYqJTiuHw57XIjI2UK0ZkzGXZ+Pwm8ZWSEY+nS7NyzhxIlSrzyeQkh8i+1Ws2I8ePp378/EUDRl20QEaE0QvrpJ6WbZE6NftXrQaVCr9dz4cIFtm7dyvbt2zly5AjJycmUKVOGSpUqUapUKaytrbG2tsbKyop//vmHPn36MH36dN59910sLS2pVKkSrVu3LhzlKxo2hLZt4e+/0yxeYmSEkVrNW2+9lb397t793/dPjW4WhZ8k3ERa1aopRRKFECKnGLjWgx3goNFw9XE3qPKWlpy/cQOdTpcvpm1dv34dJyenl8bi7u7O9evXGTVqFPPnz6dq1aoEBwdjaWnJgQMHaNemDXYODvj5+aVOTxVCvFjxkiWJ02iUxi56vVIwOiAAihZVugFXqqQU065XDxo0SL+D+7VrzyfbQEmy/ftvhsfeBryrUlGxalW27twpnYSFeE3UrFYNgPNAw8xsEBamFNtv3hxmz1Y+rz1Np1MSc0ZG8LgjcnpO+fmxZvx49j18iJ27O1a2tpw8eZKgoCAsLCx48803+e6772jVqhVlypTJcD///vsvU6ZMYfHixcTExBAZGUnlypUZN24c3bp1Q/OC+rL50q1bSqdOe3vYsweeuSkbD8w1N6fPu+/imp3u9jod7NuXI6GKgsfwnzRE/pLBCAshhMi2fFBc1YH/arm19/AgJSWFvXv3GjKkVHq9HiMjo0yvP2/ePBYuXEhkZCTVq1dHp9MxZtgwynl5ce7cOUm2CZFJly9fZsWKFViZmysJtrAwZTppaCicPAkWFrB5szIttG5d5bn0xMZm6bh6YCHQHmjaogW79++XZJsQr5GY+HgArLK64e7dShflPXuUWpPR0XD7tlIKyN5eafryjMTERHZv2ULbChWo2bw5627fxrViRWzs7YmMjKRjx46pnZO3bNnC0KFDX5hsA6hZsyZ//vknwcHBREREcODAAUqUKEHPnj2xt7fnxIkTWT0zwypVCvbvV77v1CnNlP8EYLSJCffj4hg3blz29n/zJoSHv3qcokCShJtIK7vDZIUQIiNRUQY9/D3gSnIy9R7/POTcOQAWL15ssJieplarM6zJlpEPPvgAe3t7rl+/zu+//87xc+eYOmMG1tbWuRSlEIXPvXv3CAoK4tP4eLh+XVl48CDUqgUPH0JysjLirUMHKFMm46lcWUiY3wDaAh8Dw4cNw3fbNiwtLV/1VIQQBciFCxdQozRzyrIbN+DNN5Wpj3Z2yijcM2eU5w4eTG18F7hzJ23d3bGzsKBFx44E6HSsXr2aW0FBbNmyhT/++IPdu3ezYMECWrVqhZmZWbbPp2HDhmzbto3p06cTFRXFunXrXrrNihUrGDJkSLaPmePSaU5xBqhhaclivZ5vv/2Wsi/oYPpCBW3En8hRknAT/7Gzgzp1DB2FEKKwMTEx6OF3Pv76pMyta6lS2FpZsXbtWrZt22aosAD43//+x4MHD7LcwKFPnz6EhYXRo0cPZk+fTo1KlbJfyFeI11Tjxo2pXbIkK6Oj/1uYnAzm5so0UlNT5fuRI+GHH+DBA2Vq0JObCPHxys8voQcOAgOBisBFR0d8fX2Zt2BBlka3CiEKh4SEBACy0ZolreTktDc1IyPB1hb8/PhmwACOR0UxaeZMTp06xflLl+jRo0euTvccMmQIjRs3Zu7cucyfPz/D9dasWUO/fv1YtmwZ+vxSz6xChTQ/pgDvmZig8fDg31On+OSTT7K/b3PzV4tNFGiSbhX/adEiS3dphRAiU7J611SjUd5E5pDtQE0LC4rFxSkLbt7ksLMzFaKjWbt2LW3atMmxY2XV8uXLAdj9dDHdTKhatSqrV69mzZo1ONnbs2PXrsJRrFiIPKRSqeg4aBDzp04FrVZZaG6uvP48eQ1ycoLSpeHPP+H8eQgKUqaWliuHPjGRO7dvY+zkhNPkyWBigj4iguCAAFx8fVmUlMQh4ChwE/CwsWHCJ58watw4LCwsDHTWQghDCQkJoV/v3hw4dIi6ajVGWRzd/rRIwBJ47pPbqlVcXLWKVRoNH336KWPGjHmFiLPGzs6OPXv2MHbsWEaOHEnJkiXp0qVLmnU2btxInz59KFu2LP7+/jx8+BBHR8c8izFDz3wG3mxtzdWoKI4tWkSlSpVebd/yev9ak4Sb+I/U/RFC5IZixdJfXqTI87WPTExyNOGmBXaqVAx5+o2UiQnlixTJkf2/qsDAQFQqFeZZvPv5wQcfMH78eMzNzPjn5Ek8PDxyJ0AhCjmVkREPtVrOA5UBPD2VmwTly8OdO+DqClevgqsrIdeusTwoiOVHjhAZF4ceuP/4tcoJqKLRcF+j4VxCAkXUamKBOqVL06xECRZ/9hmNWrfOF41ahBCGcfToUXbv3ctsY2Pez0KyLQKYANwyMiJMrea6Xk9YcjKWGg01LS0pHRNDoEbDXSAhKYn7KhVlypXjs88+y6UzyZharWbWrFkEBwfTq1cvKlWqhLe3N7du3WL06NH4+vry9ttvExoaSmxsLFZWWa5kl+sSga+Sk2natCk+Pj6vvkMLC1CppDvpa0oSbuI/VaoYOgIhRGH0bDetJ9IrNJ6UpDxyyEYgTK/n3aenjOl0+NeoATduGLyTlqWlJWq1mmbNmjFr1iwSEhKoWLEibm5uGW6TlJTEJ598gqmpKWfOnpVkmxCv4K233uKLL76gCrAVqHfuHEU1GnBwIDY0lA3+/pwCTl++zGHAVKOh67vvUtrNjZSkJGpUrEiKtTXnDh/m7LZtlFOpGD9uHLeOHye8SBFmzJwpSTYhBADaxyNpz2m1BKB0UX+RCOA60N/cnGATExo1bkx5W1valilDmTJlCA4O5sSJE5y/fh2PsmWpUqIEZmo1Vvb2DBgwgKJFi+bm6WRIrVazYMEC1q1bx/nz5/H09KRDhw5ERESwYsUK4uLi+Oijj9ixYwcHDx6kRYsWBokzI19rNFxLSmL1t9/mzA6NjKB2bTh+PGf2l8uigRDAG5C5E69OEm7iP5UrGzoCIURh5OGhdPg7dizPD70AaGZhQeUn00kBHBzofPo0AKNGjcrzmJ7m6OiIiYkJ165do1mzZgAYGRnx3nvvMXLkSBITE4mMjKR+/fqYmZmxbNkyvv76awIDA1myZAmlS5c2aPxCFHTVq1fn1PHj9H3/fdpeuICrqSlLEhMJDw3lMxMTbmu1eJYoQTUPD36qW5f3JkxItzlJly5dYN68/xb07ZuHZyGEKAjatWvHV+PGsWr1albdvs0QYDpg+8x6WuA7YKpGQ1RyMiVtbDiyZw/ly5fP85hf1dy5c7l48SIXLlzg0KFD1K9fny5dulC3bl2WLFnC77//zpkzZ6hataqhQwVAq9fzo5ERHw8dmrMxdexYIBJugYDH4+9HAnORpNurkltuQuHuDtLdTgiRW/r1y/NDnkCpnfTJk9pMj20oWpQL16/Trl27V6/L8YoWLlzIe++9R1RUFI0aNeKff/5h7ty5HDhwgFq1alG/fn3atGmDvb09xYsXZ8iQIdStW5fz58/Tv39/g8YuRGFRvXZtTv77L6dPn6Z45cq0BroDFZs1w9/fn6tBQaw7cIDBs2ZJJ2AhRLZZWVkxacYMrty8ybdz5rDK2BgvlYrhwGjgc2AG4GNkxDi1mj6DB7Nr1y5OX7hQ4JJtTk5O7Nixg4SEBCZNmkTjxo2pX78+y5YtY9OmTQQGBvL777+j0WjYuHGjocNNtVen42FiIr17987ZHXfsmLP7yyXOwJMiJ98CAzUazqA0/xHZIyPchKJ4cUNHIIQozAYOhGXL8nSU2/eAh5kZ7R53A3vi85s30Wg0/P7773kWS0ZsbGxYsmQJnTt3ZtCgQbRu3ZqDBw8ydOhQ9uzZg5OTE0WKFMHPz48bN24wYMCAAvemW4iCwMTEhGrVqnHw0CHOnTuHjY0Nnp6e0oxECJHjNBoNw0ePpluPHnz+6afsPHoUVCoS4+OJio3Fo3Rp/lm0iJo1axo61FfSqlUrWrRowfbt26lQoQL//vtv6s3C4OBg+vXrxz///MO5c+cMHKkiJSWFBWZmeJUoQbWMyqFkV8WKUKYM3LiRs/vNYabAeqA9UAvYnJzMEqCakREHUlLIfxX38j9JuAnFgweGjkAIUZgZGcHatVC9OoSH5/rhHgJrVSq+Tkh4roNXklaLpY0NlpaWuR5HZrVr144///wTHx8f7t+/T8WKFWnVqlXq815eXgaMTojXh6mpKbVr1zZ0GEKI14CLiwvLVq82dBi5Sq1W07ZtW0CpWztu3Dh8fHzw8fFh27ZtLFu2jCJFijBu3Di6dOli0NffTZs2sTc6mv9t2JA7N1s6d4bZs3N+vzmsHTAQWKZS8adejxZ4OyWFv1FGf4uskSmlQnHvnqEjEEIUdu7usHRpnhzqydvXfuk8l6LXk5JDXVBzkr+/PwDOzs4GjkQIIYQQImc5OjoyY8YM3n77bVxcXKhduzb9+vXDysqKlStXUr9+fZYsWWKQ2JKTk/n7778ZOnRo7jVx6NMnd/abC34EWuj1vKtW4wbU1GjwlQZA2SK/NaGIioJnpl0JIUSO69gRRozI9cMsNTKivV6Pw1PLdEADlM5LNcqWzfUYsqpq1aq4uLhQv359/ve//xk6HCGEEEKIXFOlShWWLl3Knj17CAgIoF+/fgwYMIDTjxtb5aV9+/YRGRmZ87XbnlapkjLTowAwRplaWk6vp5mREfampvwFXNNoSJRGi1kiCTfxn9BQQ0cghHgdfPMN1KqVa7s/DZxNSeHZlgK1gcNAGxMT9uTDIf2VKlXi/PnzuLm5MWvWLEOHI4QQQgiRJ4yNjfnxxx/x8PDg22+/zfPj7969G3t7e6rndkKsAI1yswR26/WUUanYGRuLk7Ex1ZOTMTt/nsFqNdGGDrCAkISb+I+fn6EjEEK8DkxMYN06sLHJ8V2fAmaYm+OsUtH6mecuAt4ODmz9/HPUderk+LFzgrW1NVqtFicnJ0OHIoQQQgiRZzQaDb1792bbtm3odLo8Pfa5c+coW7Zs7jfK6dEDNAWnjL4NMP9xGZb2JibEPV6+WKdjgcGiKlgk4Sb+s3KloSMQQrwuSpeGNWty9E1HPMootj/i4xmi16fbFcjMyAiqVQNr6xw7bk4aP348165dY0QeTLsVQgghhMhPGjduTFhYGGfPns3T4wYHB2Nra5v7B3Jygg8/zP3j5KAGQBdgY1wcT6rb1VapOKFSQToJSn1eBlcASMJN/OfAAQgKMnQUQojXRZs2sGhRun+ss8P08dcFwFfpPK8GEgHefjtHjpfTtm7dypw5c/jmm2/w8fExdDhCCCGEEHmqXr16uLm58c477xAQEJDl7VNSUl66zrlz51ixYgW//vor3333He3bt+fKlStYWVllI+JsmD27wNRye+JzIDQlha+AyygNFbYD/fV6jqDc9A4FuhgbY21kRFMzM64ZMN78pOCMZxS5T6+H1avh888NHYkQ4nXRt6/SsOXDD5XXoFegBmyNjIjJ4M2WB+D/4AE6nQ51Puu0dOvWLfr06UP79u0ZOXKkocMRQgghhMhz5ubmHDhwgGbNmtGgQQM+/vhj2rdvT4UKFTKc7qnX6/nxxx/59ddfuXXrFmFhYRgbGz+3zrZt25g7dy579+4FQKVSYW5uTvHixVm3bh0mJia5fn4AmJrC+vVQowZEF4xKaM6Pv0YA9YFxQBG9nl80GpY9nnKqAeySk3lPr2dRSgrXAS9DBJvP5K9PHMLwFi+GxERDRyGEeJ188AHkRIFcExMc9HruZfB0DyBZp8PX1/fVj5UD4uPjWb9+Pe3bt8fLywtLS0uWLVuW+/VDhBBCCCHyKXd3dw4ePIiPjw9Tp06lUqVKuLm58eabbzJixAi2b99OQkICAHFxcbz33nt8/PHHBAYGolKpCAwMTLO/uLg4unXrRrt27YiNjWXdunXEx8eTkpJCbGws165do1OnTnn7/qtsWVi1Skm+FQBP3lsXffy1CErS7XpyMoeAZcBs4KJeTzWULqeN8jbEfEtGuIm0btyAr76CmTMNHYkQ4nUyfDjs2gVbt77SbmqbmbEvLu655Y+AJ3vesnkzXbp0eaXjvMjRo0eJjo7G2dmZYsWKkZiYSEhICCEhIdy5c4eQkBACAgLYsWMHUVFR1K1bl/nz59O9e3fs7OxyLS4hhBBCiILA1dWVjRs3Eh8fz969e9m/fz+3bt3C19eX7777jiJFivDWW29x69YtLl++zIYNG7hy5QqTJ0/G09OT5s2bM3PmTCwsLOjRowfXrl1jw4YNdO7cOf/c2OzQAXbsgE6dICLC0NG8kB9grFJR45nZKEYoI97qP7Vsk4UF9eLjsXzFmSuFhSTcxPPmzIHOnSGfdvETQhRSP/8MFSpkf3h9UhLtkpJYBdwGSj71VA0gEOUNwXe5mGwDaN26NVFRUek+Z2ZmhqurK8WLF2fEiBH06tULT0/PXI1HCCGEEKIgMjc3p02bNrRp0wZQpoZevnyZzZs3s3nzZuLj4zl06BDVH9dE++STT9i6dStTpkyhVq1amJiYULp0aQ4fPky1atUMeCYZaNIEDh6EFi0gNNTQ0TznMjBCpWKnXk9HjQZzrTbd9Y4CF4Bwc3P2xMWxIS+DzOck4Sael5IC/fvDqVMFZpirEKIQKFFCqSE5fny2d1H58ddj/Jdwi0BJtrUAdgLkcqv55s2bc/78eVauXMm9e/cwNTVNTbLZ2trmnzurQgghhBAFiEqlokKFClSoUIHx6bxftLKy4r333uOdd95h5cqV3L17lxEjRmBhYWGAaDOpUiXYvh0aNcp3Nd0+NzfnbGIia/V63skg2bYPaKFSkazXQ3w8zYDOeRlkPicJN5G+S5dgwQIYM8bQkQghXieDB8OkSZCUlOVN9cBowNXEhOZPbf/D468fWlrC0qXKCN5c5Obmxr///iudRoUQQgghDECj0dC/f39Dh5F51arB5s3Qpk2+qqdukpDAPb2eb0xNuZeYSC/g2eInW9VqbIC7ej16lAST3Fr+jzRNEBmbORMymBYlhBC5wt4e3n47W5v+D9gB/Gpmhu1Tyzej1Jjo2KcPvPPOq0b4Urt37+bNN9/M9eMIIYQQQohColkzWLMG1PknRbNKr2cz4K7VMlqlop6pKc+mA+/p9cTr9RgBJkiC6Vny+xAZe/RIqecmhBB56YMPsrXZUcBRo6HNMzcKrgIlAPXff79yaJkRGBhI8eLF8+RYQgghhBCikOjcGT780KAh7AeuPf7eBOgI+Op0/KvXcz0xkflGRqnrbgdW6vVM1+slsZQB+b2IF/v2WwgLM3QUQojXSdOm4O6e5c3OqlRUVanSDGN/BMQAtQGKFs2R8GJiYvjhhx84cOAA+mc6MIWFheHm5saWLVty5FhCCCGEEOLF4uLiaNGiBe3atWP06NEcPHgQ3VM1e2/fvs2qVav49ddfWb58OSEhIQaM9iVmzICSJV++Xg57BPQ2M6MJ0AXQPX48evy8HVBEpeJWSgoAD4D3jY1ppVYzPM+jLTikhpt4sZgYmDsXvv7a0JEIIV4XKpUyrfS777K02VljY7o8U/vt8uOvlQA0r/4nLy4ujurVq3P9+nUAypQpQ+fOnQkPD+fGjRv8+++/AMybN++VjyWEEEIIIV7u5s2b7N69Gx8fH86cOcO8efNwd3enXr16HD9+nBs3bqRZ/7333uP33383ULQvYWUF8+ZB1655etg2RkZcTUhgvLExX2u1fAHsNjXlQlISx4yMGJ2cjJWxMV8nJaEH+ltYkBIXxzKkZtuLyAg38XI//CCj3IQQeat+/SytHgkEJCVR9ZnlNR9/vQJQrNgrhxUaGsr169dZt24d+/bto0GDBqxevZpTp07h4ODA8OHDuXbtGgMGDHjlYwkhhBBCiJcrWrQoGo2G1q1bExQUxIEDB2jVqhXXr1/nrbfeYsOGDdy/fx+9Xk+3bt14+PChoUN+sbffVuoa55Fg4J+UFBYC07VaOllZMRPQabW4m5rSX6XCD7BOSWEX8KaJCVsfJ9uc8yzKgklGuImXi45WOvt9+qmhIxFCvC5q187S6ucef63q5gZ37kCDBhAejllQEJrwcPxBabl+6RJUqJDtsNzc3NBoNISFhdGtWzcaN26c7X0JIYQQQohXV6JECT7//HOmT59Op06daNiwIQ0bNkx3XRsbG27evJnHEWaRRgMdOiifwXPZeeAttRpblYqWj6eL/hodTX+grU7HOHNz/ggPZyXwaUoK7wGVtVr+BtrkenQFn4xwE5mzerWhIxBCvE48PMDEJNOr/wuYqdUkmJkxxtiYU5cugakp/wsPB+AuKG9cXiHZBkqb+VKlSrFmzRpOnz7Nzz//TL169fL/GzchhBBCiEJswoQJlCtXjo8++uiF62m1WqKeabCVL3l45PohdMAgExNsdDrOpqTg8Hi5A9AepXnCz5GRNFCp6AXsBnyBM3o9bXM9usJBEm4ic86cgcuXX7qaEELkmCxMAT1mZERN4Oe7d5kTH0/N+/fpHhCQWvR1EMAnn+RIWDNnziQoKIgaNWrw4Ycfcu7cOcaMGZMj+xZCCCGEEFlnYmLCiBEjOHLkCDExMemus3HjRpYtW8Z7772Xx9Flg4VFrh9iEfBPUhI/A8+2abgPtDUxoSTw4+MmYZWAt5EkUlbI70pk3i+/GDoCIcTrxMUl06se0+moq9OxLzmZj8zNqWtmRlhEBA5AEWASwLJlORJW586d8ff3p2PHjlhbWxMXF5dux1IhhBBCCJF36tSpg16vZ+fOnc89d+fOHTZu3EiVKlWYNGlS3geXz/wMfAgM0Gh4dvJtLNDOxIS4pCS26nRY5X14hYYk3ETmLVsGsbGGjkII8bpwdc3UaneBQL0eI+BWfDxNUlK4mJhIE72eqkA0kAAwcGCOhBUeHk7nzp3ZsmULb7zxBosXL+batWuoVNKjSQghhBDCUCpVqkTLli356KOPePDgQeryw4cP4+3tze+//46zs3PBeM+WS9NeHwD9jI35EPjYxIRfkpPTPB8MNDM15XJyMtsAj1yJ4vUhTRNE5kVGwsqVMGSIoSMRQrwOPD0ztVosSv22WTodKsAyKYlooIlWSxFgC/AV8M2QIa88NT4wMJCmTZsSERHB1q1beeutt15pf0IIIYQQImeoVCqWLVtGlSpVeO+99+jVqxdhYWFMnjyZ6tWrExcXR5cuXQwdZuZEROTo7pKBX4EJRkaQnMxi4P2kpDTr6IEGJiYkJCayB6ieoxG8niThJtJnaQk2NvDgATz9H3HJEkm4CSHyhrd3plYrW748Dy5f5gSQhNKx1EKtprZORw1gOjALMNVomPKKIa1fv5579+5x4cIFSpUq9Yp7E0IIIYQQOcnFxYUVK1bQo0cP9uzZA0CjRo3Ytm0bRYoUMXB0WXDtWo7sJp7HN5/NzPBPSKBvSgrfAI7PrOcP/AHEJycTo1ZTVKfLkeO/7mRKqUifSgVly6ZNtgE8M+RUCCFyTblymVrN//JlOpuactjDg5JeXuy1tKSBRoMxYAb/1aVwcMh4J5l07do1ypUrJ8k2IYQQQoh86q233iI8PBytVktgYCB+fn4FK9kGcPHiK23+AHjX1BQ7tZr3AI+EBE4AS0ibbDsHdDQ2xhuYqVZjoVLhZmRExCsdXTwhI9xE+qKjYf9+ZZRbZOR/y+3sDBeTEOL1Ur58plb7U61mb1ISR4ODmfj4psCMsmXh7l2IjcX/8XrfHjvGJJ0OtTr795r8/f3xzORUVyGEEEIIYTgajQY3NzdDh5F1kZEQHJztzU8AXTQaErVapup0tAXSe1etA7qYmaFPTOQ3oKdOhxlASkq2jy3SkhFu4sWeTraBJNyEEHnHzu7lo9KMjTlpZUVdW1setGjB39WqMcrVlT7JyVC6NADHgdJATEICf//9d5bDSEhIICYmhhs3bnD48GHq1auX9XMRQgghhBAiM86cyfamvwENVCqKq1T8q9PxKekn2wD8gOsJCSzT6xmAMjNE5CxJuImsqV/f0BEIIV4nFSu++HkbG05GRlLLxgYzjYa2wNwaNXAFOH8egDHATaCYoyNVq1bN9KGjo6MZOnQoFhYWWFlZUbZsWczNzenXr1/2zkUIIYQQQoiX+fffbG02Xq1mMPC+SsU+rZYSL1hXD0w2NaWaWo18ws89MqVUZF7JktIwQQiRt5o3V6a3ZyD84UNuALVsbcHYWJkGf+8eGBmlrlPh8dcFP/yAu7t7pg57/PhxunbtSlhYGNOnT6dUqVKoVCq8vLywtrZ+hRMSQgghhBDiBU6cyPIm24AZOh0zTEwY92wd9nRsAg4nJrITUGX5aCKzJOEmMu/rr8HU1NBRCCFeJ++8AxMnZvj0WmNj0GqpZWGhNHWxtla6Oj1Ve8Li8deILLRXHzlyJLa2tuzfvx8PD4/sxS6EEEIIIURWJCbC9u1Z2iQK6KfR0MbEhM/i4l66/kPgM1NT3kpMpEX2ohSZJFNKReZMnAi9ehk6CiHE66ZcuQxfe34CPtJq6W9ujteFC6DTKYk2vR42boQmTQBYbaGk3Hpl8jXsypUrHDlyhPHjx0uyTQghhBBC5J0dO56vo/4S8cCj5GRMk5L4BvhFo+EQyrTRp2mB+YCnRsPDpCTm5kS84oUk4SZebtgwmDLF0FEIIV5Xv/4KbdumWTQDGAoMs7FhUXw8qogIOHwYEhLA1xeuXIHWrWHzZo5rNDg7O2NhYZHe3p9z4cIFAPbt20diYmLOnosQQgghhBAZWbcuy5sUAyapVJzV65mlVvNhcjINgaaWliwG1gCLgcrAaOC95GT89foMmymInCMJN/FigwfDd98ZOgohxOvM3By2bIEvvwS1mmRgjkapiLA0JoYmxsaMsLHhuE4HX3wBdetC1aowejRB1asTGRVF48aNM324Ll268MMPP7B48WLq1avH5cuXc+nEhBBCCCGEeCwuTnnPmw0T9HpupKTwSKcjWa1mS/nyRMXHMxDoCQwEipuYcBpllohjzkUtXkASbiJj06bBL7+ASsooCiEMTK2GyZPhyBE0detyzdyc/zk6Mi4lhTN6Pd9FRrK8YUNo2lRZv3Zt0Gh45513ABg9enSmD6VSqfjoo484evQokZGRVKhQgeLFi9OpUycOHjyYG2cnhBBCCCFed1u3QmzsK+9G7eVF+5QUTnl5oQXiUOq8+SUlUeWV9y6yQhJu4nkaDaxYoYwUEUKI/MTHB44exT4ggMqbNrGncWNiUlKYMGEC3/n6prlBsHHjRk6cOEGLFi2oXbt2lg9Vo0YNzpw5w6ZNm+jRowebN29m27ZtOXk2QgghhBBCKFauzJn9REUpTcQuX0YDmANWObNnkUXSpVQ878cfoXdvQ0chhBAZ0tva0mHkSIKDg9m9ezfNmjV7bp2xY8ei0WjYtGlTto9jaWlJp06dUKlUzJkzh549e75K2EIIIYQQQjzv/v0sdyfN0J07ObMf8cpkhJtIa8wYGDTI0FEIIcQLHThwgJMnT7Js2bJ0k20ADg4O6HQ6LC0ts30cnU7H5s2b+eyzz6hduzaVKlXK9r6EEEIIIYRI16pVkJxs6ChEDpOEm/hP69bwzTeGjkIIIV5q/vz5VKhQgZYtW2a4zp07d1Crs/dnTq/Xs3btWqpUqUKnTp1wcXHht99+y264QgghXiMnTpxAp9MZOgwhREGyfLmhIxC5oMAm3Dw8PFCpVGkeM2fOTLPOuXPnaNiwIWZmZpQsWZJZs2YZKNoCwNISfvpJGiQIIQqE7du306dPH1TpvGbpdDo++eQTgoOD6dGjR7b2//vvv9O9e3fc3Nw4dOgQ+/bto2rVqq8athBCiELO29ubOnXqUKVKFaZPn87atWs5efKkJOCEEBn76y84d87QUYhcUKBruE2ZMoVBT01/tLL6rxRgVFQULVu2pHnz5vz888+cP3+e999/n6JFizJ48GBDhJu/ffsteHgYOgohhMgUKysrUlJSnlvu5+dHly5diIyMxMXFhYULF2Z53wkJCXz++ee8/fbb+Pr65kS4QgghXgNXrlzh2rVrfPrpp1y+fJl58+bx6NEjAFasWEFvqZEshHhWUhKMGmXoKEQuKdAJNysrK5ydndN9bvXq1SQlJbFkyRJMTEyoWLEiZ86cYd68eZJwe1arVjBwoKGjEEKITLO3t+fhw4fPLf/iiy+IjIxk2rRpfJHNTsvff/89d+7cYdeuXa8aphBCiNfIzZs3AejUqRO9e/cmLi6Offv28fnnn2NjY2Pg6IQQ+dK8eXD9uqGjELmkQCfcZs6cydSpU3Fzc6NHjx6MHDkSjUY5paNHj9KoUSNMTExS12/VqhXffPMN4eHh2NraPre/xMREEhMTU3+OiooCQKvVotVqc/ls8pCJCZibK99XqQKLF0NhOj8DenKdFKrrRRiEXEsvZm9vz4MHD577/RQtWhSVSsUXehmkAABtYElEQVTYsWOz/LuLjY1l1apVTJs2jUGDBlGqVKlC8fuXa0nkFLmWRE4ozNfRk6Ra/fr10yxv06YNrVu3LpTnbEiF+VoSectg11JoqJJwe/LZvDAxNk6bY0hOLlQ5h8xeKyq9Xq/P5Vhyxbx586hRowZ2dnYcOXKEzz//nP79+zNv3jwAWrZsSalSpfjll19St7l06RIVK1bk0qVLlC9f/rl9Tpo0icmTJz+3fM2aNVhYWOTeyQghhMiSr7/+Gp1Ox4QJE9IsX7BgAXv27GHt2rWYmZllen++vr5s2LCB+Ph4fHx8GDp0aJoyBUIIIcTL6HQ6Ll68iF6vx8zMDFNTU8zMzHBwcMDIyMjQ4QkhhMghcXFx9OjRg8jISKytrTNcL1+NcBs3bhzfvKRL5uXLlylXrhyjnprnXKVKFUxMTPjggw+YMWMGpqam2Tr+559/nma/UVFRlCxZkpYtW77wl1jgXLwIFSpIg4RcoNVq2bVrFy1atMDY2NjQ4YgCTK6lF/Pz82PVqlVUrlyZkiVLpi4PCAhgz549fPvtt1SvXh1zc/OX/l1ZuHAhy5cv58MPP2TkyJF4FLJ6lnItiZwi15LICYX9OmrXrp2hQ3htFPZrSeQdg1xLGzbAgAE5sy8HB0in1Eq+UK4cNGsGkycrM+0KiSezIV8mXyXcRo8eTb9+/V64TunSpdNd7uPjQ3JyMgEBAXh7e+Ps7My9e/fSrPPk54zqvpmamqabrDM2Ni5cL+LVqhk6gkKv0F0zwmDkWkrfl19+ia+vL71792b//v2p5QSGDx+Or68v+/fv559//gFg1KhRlChRIsN9ff3113Tv3p0ff/wxT2J/WlRUFObm5nnybyzXksgpci2JnCDXkcgpci2JnJJn11JQEAwdCvHxr76v4sWhVCm4ffvV95UT7O2hRQto2VJ5FC9u6IhyRWavk3yVcHN0dMTR0TFb2545cwa1Wo2TkxMAb7zxBl988QVarTb1l7Fr1y68vb3Trd8mhBCi4HBwcGD8+PEMHTqU4ODgNKPS9u3bx4ULF5g1axYrV65MU8szPbVr1+bOnTu5Gq9Op+PPP/9k9erVVK9enTZt2rB9+3YmTZqEu7s7s2fPpmPHjqhk5LEQQgghROGl00GfPhARkTP7CwlRHoZiawsNG0KjRtC4MdSoAWq14eLJZwrkb+Lo0aPMnz+fs2fPcvPmTVavXs3IkSPp1atXajKtR48emJiYMGDAAC5evMi6dev47rvv0kwZFUIIUXCtXr2a+vXr4+7u/txzlSpVolixYgBs2bLlhfvp2LEjBw8eJCwsLMdj1Ov1bN68mRo1atC5c2du3LjBN998Q40aNZg4cSIff/wxpUuXplOnTnz00Uc5fnwhhBBCCJGPzJ4N+/cbOorsMzGBN9+EmTPh33+Vqax//gmjR0OtWpJse0a+GuGWWaampqxdu5ZJkyaRmJhIqVKlGDlyZJpkmo2NDTt37uSjjz6iZs2aODg48OWXXzJ48GADRi6EECKnxMbG4urqmuGosMmTJ/PTTz/x4YcfsnnzZooWLYqdnR329vY4OTnh5OSEq6srrVu3Rq1WM2jQIFavXo15DnaKunLlCp06daJWrVp89tln7Nq1Cx8fH/r06UNsbCzR0dHcvHkTgLJly+bYcYUQQgghRD5z+jRMnGjoKLJOpYKmTWHQIGjXDiwtDR1RgVEgE241atTg2LFjL12vSpUqHDx4MA8iEkIIkdfGjBlDz549mTt3LkOGDKFIkSJpnrewsMDX15cOHTqwdevWl+7P19cXCwsLYmJinttXdiUkJADg7+/PyZMnadCgAWfOnGH37t2pMdapU4dvv/2W4cOH58gxhRBCCCFEPhMfDz17glZr6EgyT6WCd96BL7+ESpUMHU2BJOP9hBBCFEjvvvsuAwYM4LPPPsPNzY0vv/yS+/fvp1mnRYsWxMfHo9frSUlJISQkhG+//faFo8lCQ0NzLMbq1atz9uxZWrZsyfbt2zlw4ABnzpxh6dKlnDp1isjISPbu3cuIESOkfpsQQgghRGH16adw+bJhjq1SgYtL1rYpUkTppLp+vSTbXoEk3IQQQhRIRkZGTJkyhZSUFB49esTUqVMpVqwYc+bMQZvO3UO9Xk+nTp0YOXIkAQEBgJKQmz59euo6s2fPpkyZMjkaZ5UqVVi/fj2tW7dGpVJRvHhx+vXrR/Xq1VO7qwohhBBCiEJq61b48UfDHV+vh7t3M79+qVJw5Ah07px7Mb0mJOEmhBCiwHJxcaFGjRpplo0ZMwYvL6/nSgrcvHmT48ePU7NmTUqWLMmFCxfYuXMn48eP54033gDgs88+4/jx43kWvxBCCCGEKMT0ehgzxtBRZF6VKnDypPJVvDJJuAkhhCiwVCoV//77L8uXL8fY2BgAZ2dnAgICaNSoEe7u7gwfPpwjR45w9OhRAP7991/Gjx9PxYoV0+xLo9FQvXp1+vfvT2JiYp6fixBCCCGEKGT+/ddwU0mzqlgxpeOonZ2hIyk0JOEmhBCiwOvTpw8HDx7ExcUFIyMjBg0aRMWKFQkKCmLBggXUr1+fvn37AtCwYUN69+6d7n6WLl2Kv78/derUYc2aNSQnJ+flaQghhBBCiMLkwgVDR5A5RYrAtm3g4WHoSAoVSbgJIYQoFHx8fDh58iRVq1blt99+w8TEhFWrVrFmzRrat29PsWLF6NixIzt37sTU1DTdfVSuXJm9e/fi4uJCz5498fT0ZMGCBVy+fFmSb0IIIYQQImvu3TN0BC9nZASrV8MzZVrEq5OEmxBCiELD1dWVrVu3cuDAASwsLOjVqxezZ8+mW7duBAUFsXnzZszMzNLdVq/X4+/vj5OTEz/99BMHDhygbt26jBo1igoVKmBpaUnNmjUZOHAg9wrCmychhBBCCGFYOt1/36tU4OBguFjSY2QEK1dCx46GjqRQkvZoQgghCp2GDRty8OBBdu/ezbx58+jduzefffYZffv2pXz58pQtW5Zy5cpha2sLgKmpKSkpKXh5eaXZj729PTt37kSv13PkyBHmz5/P2bNn+eSTTyhWrJghTk0IIYQQQhQUrq7/fW9qCuHhhovlWWZmsHatJNtykSTchBBCFEoqlYoWLVrQokULLl68yLfffsuSJUtSR6dpNBo6d+7MwIEDmTdvHn/88QcpKSmcP3+eHTt2oNfrsbS05M0330yz30WLFlFFOjcJIYQQQoiXcXf/7/uEBMPF8azq1ZWRbc80ERM5SxJuQgghCr2KFSuyaNEiAGJiYrhx4wZ79+7lp59+omXLlgCYmZlhYmJCVFQUnp6ejB07lt69e7N27VqSk5OxtramVKlS1KpVy5CnIoQQQgghCooaNUCtTju11JDs7GDyZBgyBDSSDspt8hsWQgjxWrG0tKRq1apUrVqV4cOHc/78efz9/QkJCSE2NpZmzZpRp04dVCoVQGp3UyGEEEIIIbLE2hrKl4eLFw0bh5UVDBsGn34Kj0uqiNwnCTchhBCvLZVKRZUqVWSKqBBCCCGEyB2jR8P77+f9cYsWhebNoXVr6NRJGd0m8pQk3IQQQgghhBBCCCFyQ//+SrOEr7+GsLDcPZanJ7RvrzRCqF9f6UIqDEYSbkIIIYQQQgghhBC5ZdQo+OQT2LMHTp8Gf3+4fl153LkDen3W92ljA5UrKw0QGjaEBg3AxSXnYxfZJgk3IYQQQgghhBBCiNyk0UDLlsrjaYmJEBgIN2/CrVtw927aJgtqNVhaKnXYrKzAwUHpLlqyZN7GL7JMEm5CCCGEEEIIIYQQhmBqCl5eykMUKmpDByCEEEIIIYQQQgghRGEiCTchhBBCCCGEEEIIIXKQJNyEEEIIIYQQQgghhMhBknATQgghhBBCCCGEECIHScJNCCGEEEIIIYQQQogcJAk3IYQQQgghhBBCCCFykCTchBBCCCGEEEIIIYTIQZJwE0IIIYQQQgghhBAiB0nCTQghhBBCCCGEEEKIHCQJNyGEEEIIIYQQQgghcpAk3IQQQgghhBBCCCGEyEGScBNCCCGEEEIIIYQQIgdJwk0IIYQQQgghhBBCiBwkCTchhBBCCCGEEEIIIXKQJNyEEEIIIYQQQgghhMhBknATQgghDESn03H79m38/Py4fv26ocMRQgghhBBC5BBJuAkhhBB5LDExkXnz5uHk5ISbmxvNmzfH09OTtm3bEhYWZujwhBBCCCGEEK9IY+gAhBBCiMJOp9MRHBzM1atX2bJlC+vWrSMsLIwBAwbw5ptvEhgYyJw5c/Dz8yM0NBR7e3tDhyyEEEIIIYR4BZJwE0IIIXLBw4cPWbVqFdu2bWPXrl1pnqtUqRLjx49nx44d9OnTh6SkJLy9vdmwYQMVK1Y0UMRCCCGEEEKInCIJNyGEEOIV6fV6jh8/TlBQEJGRkVy+fJl58+alu661tTUXLlxg5MiR1KpVi9mzZ9OmTRvKli2bx1ELIYQQQgghcosk3IQQQohsSkhIYNGiRfzwww9cvXo13XWGDBnCu+++S+3atSlSpAh6vZ7r168TFhaGj48PKpUqj6MWQgghhBBC5DZpmiCEEEJkg5+fH2XKlGH48OFUrVqVPXv28NVXXwHQtGlT/v77b5KSkvjpp59o0qQJRYoUAUClUuHp6UndunUl2SaEEEKIQicyMpIzZ86g1+sNHYoQBiUJNyGEECILUlJS2LJlCx07dqR8+fJcuXKFdevW0bRpU9auXUuPHj3w8/Ojbdu2GBsbGzpcIYQQ4rV0+/ZtJk+ezLJly7h27Zqhw3mtzJ49m+rVq1O7dm0OHDhg6HCEMBiZUiqEEEJkQkhICN9//z0rVqzg7t27NGnShC1btmBhYZG6TmJiIkZGRuj1ehm9JoQQ2ZCQkMClS5e4cuUKV65cISgoiPv37/PgwQNMTEyws7PD3t4eV1dXihcvTuXKlalfvz5GRkaGDl3kE4mJicybN49p06ahUqmIi4tDr9dTpUoVevXqxcCBA7G1tc214+v1es6cOcPWrVt58OABDRs2pEmTJjg4OOTaMfOb48eP4+3tjV6vp1+/fly/fh21Wsb6iNePJNyEEEKIFwgJCeHLL79k5cqVWFhY0KtXL/r27UutWrXSJNX0ej3t2rXjhx9+IDk5mTVr1hgwaiGEKBieJCd8fX3Zt28f//zzD0lJSQC4uLhQqlQpnJycqFatGklJSYSHh3Pt2jX27dvHnTt30Gq1uLi40K9fP6ZOnSqJt1y2aNEiAAYMGJDvbiylpKTw999/M2bMGG7evMnw4cP56quv0Ov17N+/n9WrVzNx4kSmT5/OZ599xrBhw7C0tHylY0ZERLB06VIWL15MaGgo8fHxxMfHo9frsbKywsHBgQULFmBkZMSoUaP48ssvX/mYhqDVaomNjSUuLi71/ED5/xseHk5wcDB37tzh3r17BAUFsWvXLtauXYubmxv16tXjl19+4cMPPzTwWQiR9yThJoQQQqQjNjaW+fPnM2PGDCwsLJgxYwaDBw/GysoqdZ2tW7cyY8YMbt++zYMHD4iPj8fS0pISJUoYMHIhhCgY9u3bx4ABA7h58ya2trY0a9aM2bNn4+PjQ7ly5bCxsXnh9jqdjuPHj7Ns2TJmzJhBy5YtadKkSd4E/xratm0bgwYNAmDv3r0sX74cjcbwHye1Wi0LFixgwYIFBAUF0bRpU3x9falYsWLqOh06dKBDhw7cu3ePadOm8dVXXzFnzhyGDx/OsGHDMj3iLTk5meDgYI4fP84ff/zB1q1bSU5O5p133qFnz56Ym5tjbm6Op6cnDRo0wMTEhODgYJYtW8b06dNZsmQJH374IS1btiQhIYH4+Hisra1p2LBhtpLFAQEBLFy4kGvXrnH//n1iYmIoXbo03t7elC5dGmdnZ5ydnUlKSuLixYtcvnyZmJgYAIyMjHB2dqZEiRKUKFGC4sWL4+Liwu3btzl16hRnz57l2rVr+Pv7ExQU9NJ6bCYmJhQrVgwnJyc++eQTunXrhkql4qOPPuKTTz7BysqKXr16ZfkchSjIVHqpZJihqKgobGxsiIyMxNra2tDhiAJAq9Wybds22rRpI7WbxCuRa8mwtm3bxsCBA3n48CHDhg1j4sSJFC1aNPX5S5cuMW7cOP766y+aNGlC/fr1cXR0xMPDgxYtWqSZZmpoci2JnCLXkngVT6b1qVQq1qxZg1arZebMmTg7OzNt2jSaNGmS7esqOTkZd3d3wsLC6NSpE++//z7NmzfPdyOwCork5GQSExOxsLBApVIRHR3N+vXrGTt2LPXq1aNXr1706tWL9u3bM2rUKGrXro2pqWmex6nVapk9ezbr16/nwoUL9OnThyFDhlC7du2X/tsHBQUxe/ZsFi1ahEajoXfv3jg6OmJsbIxGo0GlUqHX64mIiCA4OJjg4GACAwO5ffs2KSkpANSsWZOuXbvSp08fXFxcXhpvYGAg3377LYsXL05Nej3h6upKt27dqFevHj4+PpQsWTLDc9Dr9Rw6dIiffvqJ9evXU7RoUXx8fChWrBjm5ubcuHGDq1evpokVQKPR4OnpmZpc1Gq13L17lzt37qDT6dIcw8jIiHLlyuHt7Y2XlxdlypShaNGiWFhYYGZmlmZ6aNGiRSlevDgODg7pxqzVahk0aBDLly+nfPny1KlTh9KlSxMTE0N0dDQxMTEkJyenPhITE4mIiCA8PJzExMQ0552SkkJSUhLJyckYGxtjZmaW+rC1tU2dct66dWs6dOiQ6SSm/H0TWZXZXJHhb0kIIYQQ+cjatWvp1asXrVq14ocffqBUqVKpz8XHx/P555/z/fff4+7uzrp16+jatat8qBNCiHSkpKSwc+dOvv/+e7Zv357mObVaTf369Vm8eDGenp6vdByNRsOpU6dYuXIlS5cupWXLllSqVIlevXpRsmRJXFxcKFGiBGXLls3063VERASWlpb5YgRXTkhMTOTQoUMcPXqU06dPY2FhgYuLC46OjoSFhREcHExQUBBBQUEEBweTkpKCWq3G2tqahIQEEhMTeeutt1i+fDl2dnaYmJjQv39/fH19MTU1pVSpUjg4OGBvb09YWBiBgYHcvXs3dVqlnZ0dpqamGBsbk5CQwLVr14iIiMDW1hYHBwfq169P69at0Wg0XLlyhYCAgNRkUXJyMgEBAamjuNzc3FITNkeOHKF69er8888/1KxZM9O/Dzc3N77//nsmTJjA/Pnz+eOPP0hISECr1ZKcnJy6nrW1NSVLlqREiRL4+PhQqlQpSpUqRfny5XFzc8vSv4G7uzvz589nypQp3LlzJ3U0XGBgIMuXL2fTpk3Mnz8fAGdnZzw8PHB0dMTBwQErKysiIyN5+PBh6qizMmXKMG/ePAYOHJjujT6dTkdYWBihoaGo1Wo8PT0xMTF5br3k5GRCQ0MJCQnhzp07uLi4UKVKlRy7eWhsbMzSpUtp3749fn5+HD9+nB07dmBlZYWVlRWWlpaYmJig0WjQaDSYmZlRrlw5ihYtirm5eZp9aTSa1KRocnIyCQkJJCQkEBcXR0REBI8ePeLq1av8+uuvlC5dmjVr1uDj45Mj5yFEdsgItxeQEW4iq+TuiMgpci0ZTo0aNbC0tGTPnj1pPmgFBQXRqlUrAgICmDZtGsOGDUv3jWt+I9eSyClyLYmM3Lp1i//973/cvn0bNzc33N3dOX78OEuWLCEwMJAaNWowYMAAihYtSnx8PP7+/owaNQonJ6ccj0Wv13PgwAHmzJnDvn370owkqlSpEkOGDOG9997D3t4+3e0vXLjAjBkzWLt2Lebm5vj4+FC3bl3KlCmDu7s7Hh4elCxZskC8/gPcu3ePCRMmsG7dOqKjo7GxsaFGjRqpo5sePHiAvb196rRCd3d33N3dsba2Jjo6mqioKDQaDV26dHkuwZScnMy5c+c4fPgwt27d4sGDB4SFhWFnZ4eHhwcuLi7ExMQQFhZGWFgYSUlJJCUlYWxsjJeXF/b29oSHh3Pnzh327NnD1atXAbCysqJ06dKpv2OVSoWbmxteXl44OTlx+/Ztbt68SXR0NLVq1WLy5MkF5t/jZUJDQzl+/DgnTpwgODiYhw8f8vDhQ6KioihatCj29va4uLjQrVs3mjZtKo0IMrBkyRIGDBjAb7/9xsCBA1+6vvx9E1klI9yEEEKIbKhXrx6+vr7PTa/45ptvePToEadOnaJ8+fIGik4IIQwvPj6egwcPsm3bNrZv3861a9dS60HdvXsXnU5HkSJFeO+99xg4cCA+Pj6pI8uefLDNrS6RKpWKxo0b07hxYwBiYmK4e/cu165dY8mSJQwfPpzhw4fTvHlz6tWrR9GiRbGysuLSpUvs37+fEydO4Obmxty5c9FqtRw+fJhly5Zx586dNMcoXrw4xYsXTx2BVKRIkdTne/bsyRtvvJEr55cZAQEBHDx4kEOHDrFu3To0Gg2jR4/m7bffpnLlyjmWpNFoNNSoUYMaNWrkyP6CgoLQaDS4uLhkaiTik2upMI0yd3Z2Tq03J7LPy8sLS0tLPv74Y/z8/GjYsCF169alcuXKklATeUoSbkIIIcRTBgwYwMKFC9m5cyft2rVLXf5kqokQQrxOtFot165d49KlS1y8eJGjR49y4MABEhISKFmyJG+99RYzZ86kWbNm2NjYoNVqCQ4OxtHRMV90Y7S0tMTT0xNPT0/atm3LvXv38PX1Zf369fz0009ERESQkJBA8eLFady4MZ988gnvvvtu6ofyMWPGAMqUzNu3bxMQEEBgYCABAQGEhITw8OFDrly5Qnx8PABhYWGsWrWKkydPUrZs2Tw5R71ez44dO9i0aRN+fn7cunULgAoVKvD+++/zxRdfZDiiLz/J6hRNITLSoEEDgoKC+OWXX9i0aRMbNmwgOTkZc3Nz6tSpQ/369alXr162pgYLkRWScBNCCCGecuLECQDKlCmTZvncuXM5duwYNWvWZNy4cfTt2xd3d3dDhCiEeI0FBATw2WefcfbsWTw9PfH29qZly5a0bNnylfet0+k4duwYf/75J2fPnuX69etpamk5OjpSvXp1pk2bRqtWrahYseJzo4uMjY3T1L7Mb4oVK8aQIUMYMmRI6rIn0xxfNFLK1NSUsmXLvjSJFhkZSe3atenUqRPHjh1LM/ItN/z777+MGDGCQ4cOUb58edq1a0ezZs1o1KgRdnZ2uXpsIfIzW1tbxo0bx7hx44iPj+f06dMcPXqUw4cPs2jRIr7++mtAGanp7u6OlZUVW7ZsSZ027uHhgZeX13MjLvV6PX5+fixevJjKlSvTqVMnypUrV6hGWoqcIwk3IYQQr4X9+/dz6NAhLly4QEREBFOmTKF27dpp1vH19eWjjz6iX79+z00bLVq0KMeOHWPq1KlMmzaNr776igoVKtCtWzcGDRqEq6trXp6OEOI1tGnTJnr27ImdnR2dOnXi5s2bbNy4kblz5zJ58mQGDRqUqW6JT6SkpHD69GlOnTrFiRMn2Lp1K3fv3qVYsWK88cYbdOrUiTJlylC+fHkqVKiAo6NjLp6d4eRk/S8bGxt8fX3x8fFhyJAhrFy5Msf2/awrV67QpEkTSpUqxY4dO2jZsqV86BciHebm5tSrV4969eoxevRo9Ho9gYGB+Pv7c+PGDfz9/Tly5Ahnz55l69at3Lt3L3VbKysrSpUqldr0IyYmhnPnzlG+fHn++usvvvjiCypUqMCQIUPo06cPNjY2BjxTkd9Iwk0IIUShlpKSwvjx45k1axZFixalcuXKREREUK9ePX788UcGDRoEwIwZMxg/fjxdu3blt99+S3dfVlZWzJo1i/Hjx7N79262bt3K7NmzmTp1Kv3792fhwoWFpnCzECL/0Ol0rF27lr59+9KpUyeWLFmSOl1Tr9czYcIEJk2axFdffUWlSpWwsbFJLVTv4+PDV199Ra1atZ7bZ9euXfH19UWtVlOhQgXeffddunTpwhtvvIGRkZEhTrVQqFixIsOHD2fhwoW5dozDhw+nNjI4cuRIvpi+K0RBoVKp8PDwwMPDgxYtWjzXNCEhIYHAwECuXr3KlStXCAwMRKvVotVq0ev1TJ8+nbZt25KYmMju3btZsWIFo0aNYsyYMTRs2JAWLVpQvXp1HB0dU+s8mpqaGvq0hQFIwk0IIUShNnXqVObMmcO8efMYMWIEKpUKrVbLhx9+yLBhw2jQoAFOTk6MHz+ekSNHMmfOnJcWlC5atCjvvPMO77zzDt999x1Llizhs88+4969e2zevFm6hgkhsi0+Pp7Lly8THBxMaGgo/v7+/PHHHwQGBvLuu++yatWqNB2UVSoV06dPZ8SIEezevRs/Pz+0Wi116tTBysqKdevWUbt2bRo3bkz37t0pU6YMR44cYffu3Rw6dIhVq1bRqVMnLCwsDHjWhUtwcDBHjhyhSpUqWd42Li6OoKAg4uLiiI+PJy4ujjt37hAUFERAQADXrl3j6tWrPHjwgAYNGrBhwwZJtgmRw8zMzPD29sbb2/uFDSzMzMxo164d7dq14+7du6xdu5Zdu3YxefJk4uLi0qxrb2+Pq6srrq6udOnShYEDB8qI1NeAJNyEEEIUajdv3qRevXqMHDkydZmxsTHfffcdR48epWXLlsyfPx+A3r17ZzlZZm1tzYgRI/D09KRdu3YsXbqUAQMG5OQpCFFopaSksGjRIjZt2sSbb77J22+/TXx8PDdv3iQ0NJTOnTtTrFixDLfX6/WcP3+e3bt3ExwcTJEiRbC0tKRIkSK89dZblClThrCwMHx9fbl16xbBwcGEhIQQGxtLfHw8CQkJpKSkYGxsjLGxMUWKFMHV1ZXixYvj6upK0aJFsba2xs7OjqZNm+bKCNa4uDh27tzJli1b+Oeff7hy5Upql2S1Wo2Liwtt27alV69eNGjQIMMPaI6OjnTv3p3u3bunWf7ll1+yfv16li1bxkcffURKSgq2trbUq1ePtWvX0q1btxw/p9fRgwcPWLBgAX/88QdXr15FpVKxePHiTG9/8OBBBg4ciL+/P3q9/rnnnZyccHd3x9PTkxYtWlChQgU6dOggo6qFyCdcXFwYOXIkI0eOJCkpiZCQEB48eMDDhw+5f/8+d+/e5c6dO/j7+zN48GD27dvHe++9R+3atXF2djZ0+CKXSMJNCCFEoWZqakpSUtJzy4sUKcLOnTtp1KgREyZMAGDnzp1Ur149W8dp27YtvXv3ZtSoUTRq1AhPT89XiluIwioyMpKTJ0+yb98+Nm/ezIULF6hfvz5fffUVn332WZp1J0yYwPz58+nVq9dzRatnzpzJggULCA0NxczMDA8PD+Li4oiJiSE6OpqvvvqKLl26sHr1ahITEylevDglSpTA1dUVd3d3zM3NMTMzw8jIKHWqUHR0NHfu3OHy5cvcvXuXyMjI1ORXjRo1WL58OZUqVXrunHQ6HQkJCSQmJqYmS/R6PSkpKSQnJ6PVaomIiODGjRvcuHGDgIAAbt++TXBwcGqHywoVKtCkSRNGjBhBlSpVcHd3x9HR8ZWndhoZGaUm4u7fv09YWBje3t4yEjcHTZo0iVmzZqFWq+nevTvTpk2jadOmme4MumPHDjp16kTt2rUZN24cpUuXxtLSEnNzcywsLChWrBjm5ua5fBZCiJxiYmJCqVKlMmwgs2LFCsaOHcuaNWsAKFmyJN27d2fEiBFZqsMp8j9JuAkhhCjUoqKiMuwSV7x4cf788098fHyoUqUKEydOpHHjxtStWzdbx/rhhx/4559/qFOnDosXL6Zz586vEroQBZper+fq1ascOnSIo0ePcunSJa5fv87Dhw8BcHBwoEmTJixatAgfHx+io6M5ePAgdnZ2lC5dGpVKxYgRI+jTpw+rVq1i9uzZREVFceHCBbZv386WLVsYOnQonTt3pn79+piZmaUeOyIigrZt2+Lr68vYsWMZOnRotgr+6/V64uLiOHfuHP3796dy5cq0b98eb29vLl26xOXLlwkJCUk3qZ8RS0tLSpUqRcmSJalTpw69e/emXbt2eZKkd3JywsnJKdeP87pZs2YN5ubmDBw4EGtrax49epTpZNv58+fp1q0bzZs3548//khzHQshCqc+ffrQu3dvgoKCOHHiBAcPHuSnn35i/vz5NG3aFE9PT8qWLYurqyspKSlotVpSUlKwsLDA2toaa2tr1Go1ycnJJCcnA0q5E1tbW2xtbbGyspLpqvmEJNyEEEIUKuHh4eh0OszNzYmMjGTbtm0MGzYsw/UrVarEzJkz+eSTT6hSpQqdO3fm2LFjuLm5ZfnY1tbWHDt2jEGDBtG1a1d27dpFs2bNXuV0hMiWU6dOMWXKFMzMzChWrBglSpRg8ODBmeqeptfriY+Px8zM7KWjoCIiIrh69SqBgYFpHgEBAQQEBBATE4NaraZKlSpUqVKFNm3aULZsWSpXrkyFChXS7N/Kyoo2bdqk2f/q1avp0aMHQ4cOpWrVqoAyYsvb25s1a9Y8N33yiaJFi3LgwAF0Oh3GxsYvPeeMqFQqihQpwhtvvMHZs2dZs2YN3333HRcuXKBChQp06dIldbScubk5pqamac7JyMgIjUaDRqPBysqKMmXK4OjoKB+ECpkPPviAyZMn89tvvxEbGwtA//79X3jtXb16lS+//JINGzbg6enJmjVrJNkmxGtEpVLh7u6Ou7s777zzDlOmTOHXX3/l8OHD7N27l0WLFpGQkJCtfRcpUgQPDw/c3d0pV65caodWGT2X91T69IoECEAZFWFjY0NkZCTW1taGDkcUAM92uBEiu+RayrzIyEg2btzIRx99hL29PSEhIWmet7Ozw9/fHzs7uwz3kZycjLu7Ox06dGDHjh2Ym5tz9OjRbLd2T0lJoUmTJiQnJ3P06NFs7SOnyLVUeISGhrJy5Ur+97//YWxsjJWVFVZWVrRq1YquXbumJnF8fX3p3r07pUuXxtnZmXv37nHjxg3efPNNBg8ejJWVFZaWloSHh6dOcbx58yZ37twhNDSU0NBQkpKSUKlUWFpaYmtry8SJE+nTpw+//vorkZGRHD58mPPnzxMcHJwan5WVVeqHhydv9KtWrUrdunVf+X1UbGwsfn5+eHh44O3tLd3eCrDC+pqk1+v55ZdfGDFiBJ06deL3339Pdz2dTsf48eOZO3cuxYsXZ9y4cfTt21emjGZDYb2WRN7Lj9eSTqcjOjo69aaNWq0mLi6OqKgooqKi0Ov1GBsbo9Fo0Ol0REREEB4ezqNHjwgJCUm9+XX+/HkCAgIAZepq9erVqV69Og0aNKBZs2ZSXiCbMpsrkhFuQghhQHFxcezbt487d+6k1hcqUaJEhlMgxX+ioqL44IMP2Lx5M4mJiXTv3p0aNWpQokSJ1Jbu8fHx1K1b94XJNlBGoTg6OvLw4UN27NhBnTp1GDBgABs2bMhWbEZGRrRt25aZM2ei1+tlNIt4ZXPnzuWzzz7D2NiYFi1aoNFoCA8Px9/fnyVLlrB48WK8vLwwNzdn48aN1KlTh127dqUmpnx9fXn33XfZtm1bmv1qNBo8PDwoU6YMlStXpkWLFjg7O2Nra5v6xv7kyZMMGjSIadOmERgYiIWFBY0bN6ZXr15UrlyZcuXKUapUKYoWLZpr13qRIkVe2ClOCENKTk5m2LBh/PzzzwwdOpQ5c+aku15KSgqjR49mwYIFTJ06ldGjR8uoNiFEutRq9XM3fm1sbLJ1M/jOnTscPnyYEydOcObMGRYuXMjkyZMpU6YMX3zxBf3798+psMUzJOEmhBAGcvr0aWrUqJHuc2q1GjMzM+zt7bG2tsbR0REPDw88PDywtbUlNDSU4OBg4uLimD59Ot7e3nkcveFdv36dtWvXMmjQIL788ktKlCiR+pxer+fBgwep09u8vb3RaNL/k6fX61m3bh1nz55N/V3OmTOHwYMHExoamu3OUV5eXkRGRnLv3j3pPiWyLTo6mqlTpzJ79mw+/fRTvvjiC4oWLZpmnfXr1/Pdd9+xf/9+EhIS0Gq19O3bN80osE6dOqXeFY+OjiY6OhobGxtKliyZ4f+NJ/R6PXXq1OHKlSs4OTkxZswYGfkvxFN++uknfv75Z2rXrs2IESPS/J/S6/Xcu3ePy5cvM3XqVPbt28f333/PRx99ZMCIhRCvE1dXV7p27UrXrl0B5XXp6NGjDBw4kK+//loSbrlIEm5CCGEg5cqVw9LSkpiYGAYNGoSrqyuOjo6Eh4cTEBDAuXPnUgt2X7t2jYMHD5KSkpJmHyqVikOHDrF79+50O+cVZl5eXri4uLB48WJCQkIoXrw4AQEBBAYGEhQUlKbuxV9//UXlypUJDQ3l/PnznD9/nitXrhAUFERQUBBxcXF07do1tX6UiYkJoNSnym6yrG7dulhaWjJq1KjULlRCZFZgYCBr1qxh7ty5REdH88033zB27Nh01+3WrRvdunV76T7NzMwwMzPLctF8lUrFyJEjU6fcyNQ3IdJ699138ff3Z/ny5Xh5eQFga2uLg4MD9+7dIyoqClAa9fj5+dG0aVNDhiuEeM0lJSXh6+vL1atXGTVqlKHDKdQk4SaEEHnk0qVLjB07ltKlS1OxYkXs7OxYvnw5a9asYefOnQQGBmZ5n0/unPfo0YNz587lSJwXL17k3XffxcfHh2nTpuXbAquWlpZcuXKFtWvXsmLFCu7du4e7uzvt2rXDzc0NX19f9u/fD0D79u1Tt1Or1ZQtW5YKFSrQunVr3Nzc8PDw4K233uLWrVv88ssvLFiwgM6dO1OuXLlsx+fq6sq8efMYPHgwc+bMwdXV9ZXPWRRe4eHhHD9+nMOHD/PXX39x5swZTExMGDBgAJ9//jklS5Y0dIhCiAw4OTmxYMECZsyYwf79+wkNDeXBgwc8ePAAR0dHvL298fb2pmzZsvmmPpQQ4vWUkJBAly5d2L17NzNmzGD06NGGDqlQk4SbEELkkfj4eLZu3YqlpSVxcXHodLpMbWdtbU3t2rWpV68ederUwcPDAzMzM0xNTYmNjeXu3bvY2tq+dD8pKSk8fPiQpKQkSpQokW6tpf379/P222/j7OzMn3/+ybp16+jTpw+VKlXC29sbDw8PoqOjefjwIQ8ePMDBwYHmzZtnu27T/fv30Wq1FC9ePFvbW1tbM3jwYAYPHvzcc0OGDOHUqVOpLdOTkpIwNzfH3t6eqKgoQkJCCAkJITg4mH379jFkyBDu379PkSJFGDNmTIajibKiXbt2aDQaZs+ezbfffvvK+xOFQ1JSEvv37+f06dOcOXOGf//9l2vXrgFKk4/WrVvz+eef07p1a5m6KUQBUqRIkec67QohRH6RmJhIly5d2LNnD3///TctWrQwdEiFniTchBC5IjQ0lNGjR3P16lWio6OpV68eDRo0oHHjxpQpUybDBM25c+eYMWMGHh4eeHl54eXlRalSpXB2dk7TRUer1eLv74+joyOOjo55dVqvpGbNmjRt2pTIyEiOHTtGXFwcMTExxMbGkpCQQJEiRShSpAiWlpbExsayatUqXF1duX79Ort27eLrr78mJSWFzz//nGnTpqX+Pp6MwkpKSuLu3bsEBwdz/fp1rl+/jr+/P9evX+fOnTvcv38/dUqqs7MzDRo0oEKFCsTGxhIZGUlERARbtmyhYcOGbNy4Eb1ez9dff81ff/3FokWL0Gq16Z5XlSpVGDNmDF5eXqmJQAsLC5ycnF7YSdDPz49OnToRExNDq1atGDRoEN7e3oSFhfHo0SMePXqEo6MjPj4+mZ4Cp9fruXbtGvv37+fq1avcvn2b27dvExISwv3790lMTEyzvrm5OSVKlMDDw4PBgwdTt25d6tev/1yNrOxycXFh8uTJfPHFF4wZM0ZGub3mkpKSWLhwIXPnziUkJARLS0uqVq1Ky5YtmTBhAj4+Pnh6ekqTDSGEEELkqOjoaLp27cr+/fvZsmWLJNvyiCTchBC5Yt26dWnqVl27do1ly5al/uzl5UWXLl3o2bMnFStWTF3erl07bt++nfqBU6/XA0pNLTc3N1xdXQkKCkptb92sWTP8/PwyHVdERAR//fUXMTEx9O7dG0tLy1c4y6ybOHEizZo1Y8WKFQwYMCDDTkOmpqaULVs2tT35xIkTCQ8P56effmLChAnMmjUrNUFXpEgRoqKiuH//fpp9uLq64unpSbVq1Wjfvj3Ozs6p00OPHj3K4cOHOXToEFZWVhQtWhQbGxuGDx/OtGnTUmuYzZo1i1mzZpGcnMytW7cIDAzExsYGBwcHHBwcOHXqFDNmzKB3797pnoednR0uLi6ULl2aKlWqULVqVWxsbFiwYAFbt26lRYsWdOvWjUWLFtGlS5cMf2/u7u506dKFTz/9NPUcnrRAP3/+PCdOnOD48eMcPHiQ0NBQjIyMKFOmDCVKlMDb25s333wTJycnnJyccHR0xMnJieLFi2Nra5vryY3IyEisrKyyXDdLFC56vZ5+/fqxfv16evXqxciRI6lcuXKaGwlCCCGEEDnh0qVLnDlzJrWB2L59+7hz5w5///03b775pqHDe20UyITbvn37Miw2evz4cWrXrk1AQAClSpV67vmjR49St27d3A5RiNfeRx99RJ06dTh9+jT//vsvJ0+eTFNj7Nq1a8yYMYMZM2YQFBREyZIl0ev1DBgwgEmTJqHX66lRowYqlYpHjx4RHh6eOmrrCTs7Oz755BP++OOP1GSQnZ0dlSpVolKlSpQuXZrg4GCuXbvG1atX8fPzY9euXWi1WjQaDRMmTGD69OkMGTIkz34vTZs2pXfv3gwcOJAjR47QsmXL1GRX8eLFX1inydbWlvHjx9OsWTNOnz5NbGxs6sPKyorixYunPkqVKkWRIkUy3FeHDh2yFLdGo8HT0xNPT880yxs3bkzjxo0JCgoiIiKChIQEEhMTiYmJ4d69e9y9e5c7d+7g7+/P4sWLCQ0NBaBChQqsWLGC7t27o9FoGDhwIJcvXyYiIgI7Ozvs7e0pWrQowcHBqXWtFi9ezMKFC/Hw8EgdBfdkWq6FhQU1atSgb9++NG3alPr16+d5MvVZMTExjB07lp9++olRo0a9tBOkKNz279/P77//jr29PUZGRly7do2qVasaOiwhhBBCFBIpKSncuHGDmTNnsnTpUkD5/ODu7k7FihVZv349VapUMXCUr5cC+e6/Xr163L17N82yiRMn4ufnR61atdIs3717d5rRM/b29nkSoxD5UXh4OGfPnuXcuXOcO3eOS5cuodFosLe3x9nZmZIlS2JsbMy9e/cIDQ0lNDSU6OhoSpYsSenSpSldujQuLi7o9XpSUlJITk4mPj6ekJAQ7ty5Q0hICDExMdjZ2aUmTezs7Khfvz7t2rXD1tYWCwsLwsLCuH//PgEBAcTHx3Pu3DmuXLmCkZERTZs2pV69ehw+fJgDBw7w6NEj1Go1pqamWFlZ4e7uTpkyZYiMjOTkyZO8/fbbAKnPhYWFPff6AMrUwdq1azN37lw6d+5MSkoKkydP5sMPP+T27dt88cUXWFhY8OjRI3bt2oVOp+Ott97KsamFT1u+fDkNGjRg7NixLFmyJM1zY8aMYdq0aS8cdVW3bt18d+PAzc0NNze3l653//59QkJCqFq16nMje8qXL//c+h4eHnh4eNCtWzemTJnCr7/+SmhoaOr1ZW9vT7ly5ShfvrxBE1p6vZ6wsLDU/wtXrlxh9uzZPHr0iJ9//jndGnPi9dKwYUNWrVrF/v37U5uldOzYMXU0qRBCCCFEVv3777989913XLhwgStXrhAfH4+trS0//fQTPXv2xMrKytAhvtYKZMLNxMQEZ2fn1J+1Wi1//vknw4YNe+5D6pNEghCvE71eT1BQEOfPn+f8+fOpo8xu3rwJKNMVK1SokJqMfvjwIceOHWP9+vUkJyfj7OyMs7MzxYoVw93dndu3b7Np0yYCAwNJTk5+7ngODg64urpSvHhx7OzsUkejPRmFFBMT88J4v/nmm0yf24ULF7h06RL16tVLHe1VtmxZ7OzsUv//h4WFcfHiRW7evEnJkiXx8vKiePHizyV4Fi1aROnSpZk0aRJLlizBw8OD48ePp46a0mg0NGnShPbt21O2bNnUKYnFihV7YW2yl1GpVAwePJiBAwcSExNDREQEkZGRbN26lYkTJ+Lr68uECRMKZbH0J7/D7LCxsWHMmDE5HNGrO3fuHF27dk0teg9KJ9R33nmHb775Bg8PD8MFJ/IFrVbLjh072LVrF3/99RdJSUn8+uuvkmwTQgghRLbo9Xr++OMP+vXrR8mSJWnUqBG9e/emYsWK1KlTJ1cGDYisK5AJt2dt2bKFsLAw+vfv/9xzHTp0ICEhAS8vL8aOHfvCaVSJiYlpCmpHRUUByhvljIqFC/G0J9dJdq6XiIgIUlJSMhyFmZiYyOnTpzl+/DhhYWEkJyeTkpJCSkoKsbGxqUXmw8LCCAwMTL1+ra2tqVKlCu3ataNGjRpUq1YNLy+vbI0GSk5OJiwsDCMjI4yMjNBoNJiamr70Q6NWqyUiIoKIiAiio6MxMjLC1NQ0ddunR8w9fV5PHqAk2k1NTTEzM8PW1va5uzVPJwKtra154403eOONN1KXPb2vp40dO5Z33nmH2bNnExERwU8//UTLli3R6/X8/fffbNmyhdGjR6fZv1qtpnLlyjRo0ID69etTrFgx4uLiUqd33r9/nxs3bnDjxg1u3bqFVqvF1NQUY2NjTE1NsbS0xMXFBVdXV1xcXFKngPbs2ZOWLVvSvXt3+vXrx+eff06rVq2y/O8k8kZMTAxz585l3rx5eHl5sXbtWkqUKIGLiwvOzs4YGxsD2Xs9yEmv8roksi8uLo6TJ0+ydetWVq9ezf379ylXrhyDBg2ic+fOVK9evcD9m8i1JHKCXEcip8i1JHJKQbuWjh49ysSJEzlw4ACdO3dm6dKlmJubp1mnoJxLQZXZ369K/6QieQH2pP32tm3bUpc9fPiQFStWUL9+fdRqNRs3bmTWrFls3rw5w6TbpEmTmDx58nPL16xZw//bu/O4qOr9f+CvmYFhX4YdBAYQBEXBhU1TCRcwzbrqNe2qaZqaS2ZaplZquWTSLS0t29Rb92Z79+aeIqYprrkiIOAgIPs6gMAAc35/+PX8mnD3yIC+no/HecxwPp9z5n307Ti853M+H0tLy/sTPD20ysvL8dVXXyEnJ0e8ddPExASDBw9GeHg4ioqKUFhYiMLCQuTl5UGj0aCxsRFKpRJ2dnaQy+VQKBSQy+VQKpWwsbGBra0tbGxs4OjoCLVaDbVaDScnJ654d48aGhqg1WrFlTyLi4uRlpaG8+fPi3OS/ZmFhYVYdLlWeGlsbERDQwMaGxtx5coVlJeXi0XSmpoa8VilUgmdTofevXvjhRdeuKeRdCStpqYmaDQanDt3Thxp2dDQgMcffxyjR4/m39VDTBAEFBUVIS0tDRcuXEBqaio0Gg2amppga2uLvn37on///tedW5aIiIjodhw5cgQ//PAD0tPT4e3tjfHjx4tzXlPLunLlCv7xj3+gsrLypncltaqC2/z58295a1lKSgqCgoLEn3Nzc6FWq/Hdd9/ddIU7AHjmmWeg0Whw4MCB67Zfb4Sbl5cXSkpKHshbu0h6DQ0N2L17NwYOHCiObrkevV6P6OhoXLx4EYMHDxbnR8vMzER8fLxYgHF3d4ePjw/8/PwQFhaGqKgohISE3PTc1LLy8/Oh1WoNVgy909vEqqqqoNFokJWVhaysLKhUKowaNQp79uy5ZS6RtARBwOXLl5GcnIzU1FRkZ2cjOzsbOTk5SE9PR1VVFSwsLNCzZ0/06dMHY8eOhVqtNnbYN3W770t0ewRBwKVLl3Dq1CmcPHkSp0+fxrFjx1BcXAwA8PPzE0fYRkVFITg4GAqFwshRS4O5RFJgHpFUmEsklbaQSx9//DFefPFFREdH48UXX8Rjjz32wHy+aIu0Wi2cnJxuWXBrVbeUzp07FxMmTLhpHz8/P4OfN27cCEdHx9tacS8yMhK7d+++Yfu1W9z+ytTUtNX+w6PW6VY5o9PpUFRUBHt7e7z33ntwcHAQ22bOnIni4mKo1epmQ4Op9bmdhQJu5doiEz169BD3XRumzPef+6egoAAnT55ESkqKuCUnJ6OiogLA1ZGKPj4+8Pb2Ro8ePfDUU0+hd+/eCA8Pb5NzbzGXbkwQBDQ0NKC+vh46nQ5XrlwxWDwmPz8fFy5cQEpKClJTU8UvRVxdXdG9e3c8//zziIyMREREBJydnY18Nfcfc4mkwDwiqTCXSCqtNZd+/fVXvPjii3jppZfwz3/+kyPaWoHbzZNWVXBzdna+ow+qgiBg48aNeOaZZ27rgk+dOgV3d/d7CZHorun1emRnZ6OsrAzl5eWYOnUq5s+fj23btmHcuHFiv2srLxLR/ZGTk4Nly5Zhw4YNaGxshIWFhbjS6ZAhQ9C5c2d07twZarW62UIb1PZUV1dDo9FAo9EgNzcXeXl54paTk4OcnBxUVVXd8HiZTAZnZ2e0b98eoaGhGD16NDp16oRu3brxMwURERHddy+++CL69+/PYlsb1KoKbndq79690Gg0eO6555q1/etf/4JSqUS3bt0AAD/99BM2bNiAzz//vKXDpFakrKwMcrm8xVZt0Wq1SEhIwLZt27Bt27Zm830pFAquIEN0Cx9++CHWrVtnMMJZEATU1dWhqqoKVVVVqK6uRk1NDUxMTKBUKsXt2vx5Op1OHL1UUVEBlUqFt99+G3//+9/h7e3NwtoDRK/XY/v27Vi3bh2OHz+OkpISsc3ExMRgwZL+/fvDy8sLKpVKXJhFqVTCwsICrq6ucHNzg7Oz810tMkNERER0r4qLi5GamorFixez2NYGtelPkF988QV69eplMKfbny1duhSXLl2CiYkJgoKC8O233+Lvf/97C0dJrUmvXr2QlpaG4OBgjBo1Ck8//TS8vb1RWVkpTohfWVmJ4uJiFBUViQsXKBQKvPjii+jYseMNz11dXY1z585h9+7d+OWXX3D06FEkJydDEAQEBQVhzJgx6NevH1xdXaFSqWBvbw87Ozvee090Czk5OUhLS0NaWhoAwN7eHt7e3ggICECHDh1gY2MDa2trWFpaQq/XQ6fToaGhATqdDjqdzmA1XaVSCQcHBzz99NPNVrqltquqqgqHDh3C/v378f333yM9PR0RERGYNWsWfH19xc3NzY3FVSIiImozqqurAVz9spnanjZdcPv6669v2DZ+/HiMHz++BaOhtqBDhw6orq5Gt27dsGrVKixatOiGfc3MzODq6goXFxcUFBTgs88+wzPPPIPOnTujoqJC3IqKisTJ1YGrtx8FBwejV69emDNnDvr27Yv27du31CUSPXCWL1+OnJwcJCQkoLi4WPy3l5KSgoiICERHR6N3796IiYlhAfshUV5ejgMHDmD//v3Yv38//vjjDzQ1NcHFxQUDBw7El19+iaioKGOHSURERHRPvLy88Mgjj2DcuHHIysrCggULjB0S3YE2XXAjulNxcXHYuXMnPv74Y3zyySfYtWsXtFot7OzsYGdnJ446c3Z2hrW1tThst76+Hp988glWrlyJn376Cfb29uJ2bbRMp06dEBAQgEuXLmHEiBGtcsJNorbI1NQUmzdvBgDU1tYiNzcX2dnZOH/+PPbv34/PPvsMK1asQNeuXbF69WpER0cbOeK2Q6/XIy8vD+np6dBoNHByckJAQAD8/Pyuu4hQS2psbERmZibS0tKQkZGBjIwMZGZmIiMjAxqNBoIgwNPTE3379sVzzz2Hvn37IjAwkLdbEBER0QPDxMQEiYmJWLRoERYuXIjw8HAMGDDA2GHRbWLBjdqkzMxMlJWVwdnZGS4uLrC0tLyt42JjY9HQ0IC5c+fijTfewLBhw27rODMzM8yaNQuzZs26ab+GhgYUFRXd1jmJ6NYEQUB+fj7OnDmDM2fOoKysDLa2tmKBfNy4cYiNjUV8fDxOnTqFgQMHory8HFZWVsYOvVXKysrCzJkzsXv3bgQGBiIzMxNXrlxp1k8ul4urs44ePRpDhgy576sm19bW4ssvv0RiYiLOnz+PtLQ06HQ6AFdXjPX394e/vz9GjBiBzp07o2/fvlCr1SywERER0QPN1NQUK1aswOHDhzF06FAsWbIEwcHBcHR0hJOTExwdHWFvb89pM1ohFtyoTamqqsLChQvx0UcfQa/Xi/utrKzg4uICtVqNwYMHY9iwYfD39292vL+/P5YuXYr4+Hhs2LABgwYNQnR0NPr27Yvu3btzYmyiVmThwoX49NNPUVpaCgCwtraGi4sLtFotKisr0dDQAOBqcSgqKgrjxo3DE088wWLbdTQ2NmL16tVYsmQJPDw8MHr0aFhbW2PChAniXHg+Pj4oLS1Fenq6uO3duxcjR46EjY0Nhg0bhuXLl8PT01Py+Gpra9GlSxdoNBr06tULjzzyCCZPnozg4GAEBgbCw8ODhTUiIiJ6aMlkMmzfvh0vvvgi5s+f36zdxMQEK1aswCuvvGKE6OhGWF2gNuX333/H2rVrAQA//PADbGxsxAUOiouLkZycjEWLFmHevHno1q0b5syZg1GjRom3d8pkMrz++uuYNWsWNmzYgK1bt2LRokWora2FtbU1Jk6ciCVLlkClUhnzMokIwKZNmxAREYGpU6ciJCQEarVa/OZOEATU19ejsrIS5ubmsLOzM3K0rdfBgwcxe/Zs5OXlYfr06VixYsUNF4zw8PCAh4eHwW25Fy5cwObNm/Hxxx/jwoULOHDggORfTpw+fRqZmZnYs2cP+vfvL+m5iYiIiB4EFhYW+OSTT7Bw4UIcO3YMycnJOH/+PFJSUpCWloZ58+YhMDAQTzzxhLFDpf/Dghu1KX379sXSpUuxdu1aPPvss1i6dCmmTZsGpVIp9qmpqcGuXbvw+eefY9y4cVi0aBF+++03eHl5iX1sbW0xe/ZszJ49GzqdDidOnMCOHTvw/vvv49///jdCQ0NhY2MjbtbW1rCzszMYtnvt0dLSEmZmZkaf74joQVJfX4/8/HxMmzYNQ4cObTZEXiaTwdzcHObm5kaKsPUTBAGfffYZZsyYAX9/fxw5cgRhYWF3fJ4OHTpg8eLFiI2NRe/evREfHy/5hL1nz54FAPTs2fO2+uv1elRWVuLKlStoaGgQN51OBwsLCwQGBkoaHxEREdH9VllZic8//xzl5eUGn20aGhpQWloqzmlbU1MjHmNiYgIXFxcEBwfDxcUFjo6ORrwC+iuZwPVlb+jaZPqVlZWwtbU1djj0J+Xl5Xjttdewfv16WFpaIjo6GgMHDkRMTAxMTExQVlaGsrIy7Nu3D2vWrMGIESPw/fff3/K8+fn5eP/995Gbm4uqqiqDrbKyEqWlpWhqarrh8SYmJjAxMYG1tTU6dOiAHj16ICwsDD169EBQUBBXUKTb1tDQgO3bt2Pw4MEP5QIcdXV18PX1RUFBAZycnBAXF4fp06ejV69exg7truh0OpiYmLTY3BpFRUWYOnUq/vvf/2Lq1KkYOHAgnnjiiXvOpYkTJ+LQoUNITU2VKNKrDh06hN69eyM2NhZubm4GbYIgQKvVoqSkBCUlJSgtLUVpaanBtAJ/lZqayqLbffCwvy+RNJhHJBXmEkmlNeTS7t27MWnSJBQXF8PFxQVKpRKmpqYwNTWFUqmEvb29OJ9tQEAA2rdvDw8PD9jb23PaDSO43VoRR7hRm6RSqfDRRx/hhRdewJYtW/Drr79i/vz5qK+vb9bX1tZWnOvpVtzd3bFq1aobtguCIBberv3iV1tbi7q6OtTX1+PKlSs4efIkvL29kZqaip07d+LDDz8EcHWeubCwMERGRiIiIgJDhgzh6ByiGzA3N0d2djYOHz6MnTt34scff8SQIUNw8OBBdOrUydjh3bampiZ88MEHWLhwIdq1a4fJkydjwoQJcHV1lfy1ysvLceLECWzcuBE//vgjbGxs8OOPP2Lo0KHYvn27JK8RExODjRs3oqamRtK58nr16oW1a9di8+bNyMzMbNZua2sLX19fhIeHG4wwtrKyEj+MmpqaorCwEMOHD8fGjRuxYsUKTh5MRERErd6aNWswe/Zs9OvXDwcOHIBarTZ2SCQRjnC7CY5wa1uuXLmC48ePw8TEBA4ODuJqLS35LcX1vh2prKzEH3/8gWPHjuHIkSM4cuQILl++jIEDB2Lbtm38Ro6uqzV809aaFBUVISQkBIWFhfD398eQIUMQGxuLdu3awdHREY6Ojvd1Fc3t27fDysoKJiYmMDU1FR9NTU1haWkJKysrWFtbQ6lUit8yJiYm4uWXX8bJkycxbdo0VFdX47vvvkNjYyO2bt2KuLi4u4qloqIC//nPf3Dx4kVoNBpxq6ysBHD1FtBJkyZh4sSJcHJyuqdcampqwoULF3D8+HEcP34ciYmJOHv2LHJzc9GuXbu7iv9+W758OV5//XVERERgyZIlGDRoEL/5lQjfl0gKzCOSCnOJpGLMXNLpdFCr1YiNjcXGjRv5ZWEbwRFu9NCxtLRE3759jR1GM3Z2doiJiUFMTAwAQKPRYNq0adi1axc2bdqEyZMnGzlCotbPxcUFmZmZ2Lt3L7Zt24Yff/wRa9asMehjYWEhjn7y8/NDYGCgwXa3i6GUl5djyJAht9VXoVDA2toaFhYWKCgoQGRkJH7//XfxVtiOHTvitddeg4eHx13FAgBTpkzBzz//DB8fH/j6+iIiIgKjRo2Cr68vAgMDERoaekcFJkEQUFZWhqysLKSnpyM1NVXc0tLSUFdXBwAICAhAWFgYpk2bdk/xS+na7abFxcUoKSnB5cuXodfr4e/vj6NHj2Lw4MH49NNP+T5LRERErU5FRQVGjhyJ0tJSvPzyyyy2PYBYcCO6C/X19ZDJZAaLNVyPXq9HamoqDh06hIMHD+LQoUO4cOEC7O3t8dJLL2H48OEtFDFR22dlZYWhQ4di6NChEAQBWVlZYqHl2rxepaWlKC4uRkZGBr766ivk5uaKx3t7eyMqKgpRUVHo2bMnunbtelu3dVtYWGD69On46KOPxH19+/ZFWFgYdDodKioqDF6/rKwMNTU1ePzxxzFx4kQ0NDTg9OnTaGpqwooVKzB16lR06dLlrv8ctm3bBqVSiYCAAPTr1w+9e/eGSqWCUqmEmZkZSktLoVQqoVQqIZfLkZeXh4yMDGzfvh0lJSUoKChAfn4+Ll26hKysLGRlZaG6ulo8v6urK4KCghAVFYUJEyagS5cu6NGjB+zt7e865tvV1NSE/Px85OTkICcnB6WlpSgvL2+2Xft7LikpaTZlgIODA4KDgzFgwAB06tQJw4YNu+9xExEREd2JAwcOYOzYsaiqqsLu3bvv6bMhtV4suNFD7fjx4wgPDxd/Dg4ORmBgIMzMzMRbwyoqKlBeXo6ysjLx8cqVKzA1NUWPHj3wyCOP4JFHHkFwcDDS09Pxyy+/4H//+x9SU1ORnJwMrVYLuVyO0NBQDBw4EG+++SaeeOIJWFpaGvHKido2mUwGX19f+Pr63rRfdXW1OGrrjz/+QFJSEhYuXIi6ujooFAp06NABnTt3FreOHTvC2dkZdnZ24i0F5ubmWLduHZYsWYI9e/Zg9+7d2LNnD/bv32/wWtcKXkqlEoIgYOvWrdi6datBHw8PD6xYseKerv3w4cPYunUrEhMTsWjRItTW1t7R8c7OznBzc4Narcajjz4KHx8fcfPz87vrkYDA1RFn9fX10Ov1193q6uqQl5eH3Nxcgy0nJwfZ2dm4fPmywcI0CoUCKpXKYHN1dUVwcDCcnJzg5OQEZ2dn8bmbmxucnZ15CykRERG1ahMmTEB2djZ8fHzw008/oaKiAkOGDIGJCUs0DxLO4XYTnMPtwZeRkYGAgIDrtrm5ucHX1xf29vZwcHCASqUyeNRqtTh48CAOHjyInJwc8TilUong4GBxi4iIQEREBKytrVvqsugBwHlJ7h+dTofTp0/j5MmTOHfuHM6ePYuzZ8+itLTUoJ+VlRXs7e2hUqlgb28Pe3t7uLm5wcvLC56enlCpVFCr1eL7xF+LPA0NDWLBvry8HBUVFQgJCYG7u7uk13Lu3DnU1NRAp9Ohvr4eOp1OfK7X66FSqZCRkYERI0bAw8ND0nwqKyvDgQMHcOTIERw9ehTHjh2DVqu9rWPNzMzg6ekpbt7e3vDy8oK3tze8vb3h6enJlbdaGb4vkRSYRyQV5hJJxRi5VFBQgN27dyMxMRH79u2DRqNBTEwMvvvuOzg5ObVIDHT3OIcb0W3w9/fHtZpzYWEhTpw4gYMHD+Lzzz9HYWEhOnToAF9fXwQHB6NTp07o1KkTXFxcxONnzpwJAMjOzkZaWhq8vb2RnJyMoUOH8j9+olZKqVQiPDzcYHSrIAgoKipCWloaysrKUFFRIRbL/vz85MmT2LJlCwoLCw3OqVKp4O/vj86dO6NLly7io6urK5ydne/rtXTv3l38ua6uDllZWUhLS4NGo0FaWhpSUlKQkpKCt95664Yjz8zNzWFraws7OzuDR1tbWzg7O4tFsGsFMZVKhU2bNmH27NnQarVwc3NDZGQkXn31VXh5eUGhUEChUEAulxtspqamaNeuHTw9PeHg4MBiGhERET2U3NzcMG7cOIwbNw4AsG/fPowcORJBQUF4/vnnMX369FYzZy7dPRbciP6Pq6srBg8ejMGDB+P111/HV199hT179uC3337DZ599Js4TtGDBgma3hF37ZbShoQGpqanGCJ+I7oFMJoOrqytcXV1vq399fT0uX74szjWWk5ODCxcu4MyZM/jmm2/E2zydnJwQEhKCkJAQdOnSBSEhIQgODr6nFVXLyspw5swZpKSkICsrC5cuXRLnYysoKBD72draIjAwUPziIDQ0FKampmLx61pBTCaToa6uDlqtFpWVlQaPeXl5+O2335CbmwudTiee29zcHHV1dRg/fjzefPNNeHt7s3hGREREdJceffRRnDx5EqtWrcKaNWvwzjvvoHfv3oiLi0NsbCy6du3KRRXaIBbciK7DwsICU6ZMwZQpUwBcHWackZGB+Ph4vPfee3j55Zfh4OBg5CiJyFjMzMzg5+cHPz+/Zm1NTU3QaDTirapnzpzBtm3bsGbNGgiCADMzM0yaNAnz5s2DWq2+4Ws0NjaKRbzTp0/jzJkzOHPmjLgQhEKhgLe3N9RqNYKCghAXFyfOxRYYGAg3NzfIZDJJbpPQ6/UoKipCdnY2srOzcenSJYSEhGDgwIF3dT4iIiIiMuTp6YkPPvgAS5cuxddff43t27dj2bJlWLBgARwdHdGrVy9xCwsL45zgbQALbkS3wdTUFIIgYMuWLejUqdM9jU4hogebQqGAv78//P39DVbIrKmpQXJyMnbt2oU1a9bg008/xbPPPot3330Xtra2KCgowI4dO/Dbb7/hzJkzSE5OFkeVtWvXDqGhoRg7dixCQ0MREhKCgICAFrt1XS6Xw83NDW5uboiIiGiR1yQiIiJ6GNnZ2WHatGmYNm0adDodkpKSsHfvXiQlJWHFihWoqqqCQqFAly5dEB4ejoiICISHhyMoKAhmZmbGDp/+hAU3otuQl5eHuLg4uLu7Y8+ePSy4EdEds7KyEhdRmTNnDj755BMsWbIEiYmJsLe3x/HjxyGTydC9e3f06NEDzz77rHgrKkfUEhERET18lEoloqOjER0dDeDqnRTJyclISkrCsWPHcPjwYXzxxRfQ6/WQyWTw9PRE+/btDbbOnTujU6dORr6ShxMLbkS3IT4+HlVVVThw4AB/8SWie2ZlZYU5c+Zg6NChmDVrFuzt7TFr1iwMGjTovi6yQERERERtl0KhEOcHnjp1KoCrd1GcPHkSFy5cQGZmJjIzM3Hq1Cn8+OOPqKioAAC8/fbbmD9/vhEjfzix4Eb3TK/Xo7S0FBUVFaisrBQf//xcq9UiICAA0dHR6NSpU5ubXDshIQGVlZXw9fUVV+1zcnKCs7MznJ2d4erqihEjRiA0NNTYoRJRGxIQEIAdO3YYOwwiIiIiaqOsrKzQu3dv9O7du1lbWVkZ3nvvPSxYsAC7du1Cu3bt4OjoCCcnJzg6Ooqbk5MTPDw84OLiYoQreHCx4PaQKisrw/z583HhwgV07twZXbp0QefOndG5c2eYmpoiISEBv/zyC3799VfIZDJER0dj8ODBiI2NhUqlgk6nQ0JCAr7//nts2bIFJSUl130da2tr2Nvbw8rKCmvXrkVjYyOcnZ0RHR2NPn36oGfPnujatWuLzUN0t7Zt24bTp0+jpKQExcXFKC4uFp+fP38eO3bswMqVK9GvXz+EhIRAqVTC1dUVjo6OcHBwgLW1dZsrMhIREREREVHb5eDggGXLlsHb2xs7d+5EdnY2Tp48idLSUpSWlqKxsdGgf79+/TBlyhQMGDAApaWlKCwsREFBAQoKCgye19XVwcfHR7xt1d/fH+3bt4ednZ2RrrR1YsHtISMIAn744QfMmjULtbW1GDBgAPbu3Yv169ejqakJwNVhqk1NTQgICMDw4cOhUCjw66+/4ssvv4RcLkdYWBguXLiAiooKBAQE4LnnnkNERARUKhXs7Oxgb28Pe3t72NraQqFQiK9dU1ODpKQk7Nu3D4mJiXjllVeg0+lgbm6OsLAwhIWFwcPDA66urgabs7MzTEyMm6peXl7w8vK6YXtTUxN+/PFHrFy5EqtXr8bq1asN2k1NTcXim6OjI1QqFZRKJRQKBRQKBeRyucHjX/c98sgjeOqpp+7zVRIREREREdGDZsqUKZgyZYrBPkEQoNVqxeJbcnIyNmzYgNGjRzc7XqlUigtoubq6QqVS4fTp0wa3rQKAo6OjWHy7toiYv78/evToAaVSeb8vs9Vhwe0hs2nTJkycOBGPP/44PvnkE3h4eAAA6uvrkZqairNnz6K8vByxsbEIDAw0ODYnJwc7d+5EQkICYmNjMXLkSHTp0uW2R25ZWVlhwIABGDBggPiaJ0+eRFJSEpKSkrB9+3YUFBRAq9UaHCeTyeDo6Ag3Nzf4+Pg0+wesVquNPkJOoVDgqaeewrBhw/DDDz8gLCzM4M2rrKzM4HlZWRlqa2vR1NQEvV5v8Pjn5yUlJcjNzUVKSgoLbkRERERERCQJmUwGOzs72NnZwc/PD+Hh4ZgwYQJSUlJw9uxZuLi4iEU2Ozu7G/7eX1ZWJs4dl5GRIT4mJiYiPz8fAPDxxx/j+eefb8nLaxVYcHvIlJWVAQB++eUXg38wZmZmCA0NvekcZF5eXpg8eTImT54sSSxmZmaIiopCVFQUXnrpJXF/bW0tioqKUFhYaLAVFBRAo9Fgx44duHjxIhoaGgBcLXa1a9cOKpUK9vb2BqPsrvfcxsYGZWVl4nDY/Px8g8eCggLU1tbC2tpa3KysrAx+/ut+W1tbcRScXC6Hj4/PTYuA1dXVyMnJQU5ODi5fvoy8vDzk5+cjPz8feXl5KCoqQkFBAerr6wEAM2fOlOTPnIiIiIiIiOhGOnbsiI4dO952fwcHBzg4OCA8PLxZW3V1Nfr06YOvv/6aBTd6ONysOt0aWFhYQK1WQ61W37BPU1MTcnNzkZGRgYyMDGRnZxss2pCZmSk+r6ioQHV19XXPo1Kp4O7uDjc3N3h7eyMiIgLu7u6wsLBATU0Nqqurm20lJSXIysoy2KfVasUCIAC4uLjA19cXfn5+8PLyQnl5OXJycpCbm4ucnBxUVlYaxOHk5AR3d3d4eHggKCgIMTEx8PDwgLu7O/z9/bkYAxEREREREbUp1tbW6NKlC7KysowdilGw4EZtkkKhEIty/fv3v2X/xsZGaLVaVFRUQKvVQqVSwc3NDWZmZpLEo9frUVBQgPT0dPz3v/+Fra0tsrOzcfHiRRw+fBgqlQpeXl6Ijo4WR8J5enrCy8sLHh4eksVBRERERERERMbHghs9FExMTMShrveDXC6Hh4cHnJ2dUVFRgcGDBxt9XjkiIiIiIiIiMg65sQMgIiIiIiIiIiJ6kLDgRkREREREREREJCEW3IiIiIiIiIiIiCTEghsREREREREREZGEWHAjIiIiIiIiIiKSEAtuREREREREREREEmLBjYiIiIiIiIiISEIsuBEREREREREREUmIBTciIiIiIiIiIiIJseBGREREREREREQkIRNjB0Atr7a2FnPmzDF2GA8kvV4PjUaDxMREyOWsZ9PdYy6RVJhLJBXmEkmBeURSYS6RVJhL99exY8fg7Oxs7DCMggW3h0xYWBgCAwOxa9cuY4fyQBIEAdXV1UhPT4dMJjN2ONSGMZdIKswlkgpziaTAPCKpMJdIKsyl+0sul2PAgAHGDsMoWHB7yERHR+PMmTPGDuOB1dDQgO3bt2Pw4MEwNTU1djjUhjGXSCrMJZIKc4mkwDwiqTCXSCrMJbpfOF6SiIiIiIiIiIhIQiy4ERERERERERERSYgFNyIiIiIiIiIiIgmx4EZERERERERERCQhFtyIiIiIiIiIiIgkxIIbERERERERERGRhFhwIyIiIiIiIiIikhALbkRERERERERERBJiwY2IiIiIiIiIiEhCLLgRERERERERERFJiAU3IiIiIiIiIiIiCbHgRkREREREREREJCEW3IiIiIiIiIiIiCTEghsREREREREREZGEWHAjIiIiIiIiIiKSEAtuREREREREREREEmLBjYiIiIiIiIiISEIsuBEREREREREREUmIBTciIiIiIiIiIiIJseBGREREREREREQkIRbciIiIiIiIiIiIJMSCGxERERERERERkYRYcCMiIiIiIiIiIpKQibEDaM0EQQAAaLVaI0dCbUVDQwOuXLkCrVYLU1NTY4dDbRhziaTCXCKpMJdICswjkgpziaTCXKI7da1GdK1mdCMsuN1EVVUVAMDLy8vIkRARERERERERUWtRVVUFOzu7G7bLhFuV5B5ier0eeXl5sLGxgUwmM3Y41AZotVp4eXkhJycHtra2xg6H2jDmEkmFuURSYS6RFJhHJBXmEkmFuUR3ShAEVFVVwcPDA3L5jWdq4wi3m5DL5fD09DR2GNQG2dra8s2aJMFcIqkwl0gqzCWSAvOIpMJcIqkwl+hO3Gxk2zVcNIGIiIiIiIiIiEhCLLgRERERERERERFJiAU3IgmZmZlh8eLFMDMzM3Yo1MYxl0gqzCWSCnOJpMA8Iqkwl0gqzCW6X7hoAhERERERERERkYQ4wo2IiIiIiIiIiEhCLLgRERERERERERFJiAU3IiIiIiIiIiIiCbHgRkREREREREREJCEW3Iju0vLly9GrVy9YWlrC3t7+un1kMlmz7ZtvvjHos2/fPnTv3h1mZmbw9/fHpk2b7n/w1KrcTi5lZ2djyJAhsLS0hIuLC1555RU0NjYa9GEu0V/5+Pg0ew9auXKlQZ8zZ86gT58+MDc3h5eXF1atWmWkaKk1W7duHXx8fGBubo7IyEgcPXrU2CFRK7dkyZJm7z9BQUFie11dHWbMmAFHR0dYW1tjxIgRKCwsNGLE1Frs378fQ4cOhYeHB2QyGf773/8atAuCgEWLFsHd3R0WFhYYMGAA0tPTDfqUlZVhzJgxsLW1hb29PSZNmoTq6uoWvAoytlvl0YQJE5q9Rw0aNMigD/OI7hULbkR3SafTYeTIkZg2bdpN+23cuBH5+fni9re//U1s02g0GDJkCGJiYnDq1CnMnj0bzz33HHbt2nWfo6fW5Fa51NTUhCFDhkCn0+HQoUP417/+hU2bNmHRokViH+YS3chbb71l8B70wgsviG1arRaxsbFQq9U4ceIE4uPjsWTJEnz66adGjJham2+//RZz5szB4sWL8ccffyA0NBRxcXEoKioydmjUygUHBxu8//z+++9i20svvYQtW7bg+++/x2+//Ya8vDwMHz7ciNFSa1FTU4PQ0FCsW7fuuu2rVq3CBx98gPXr1+PIkSOwsrJCXFwc6urqxD5jxoxBcnIydu/eja1bt2L//v2YMmVKS10CtQK3yiMAGDRokMF71ObNmw3amUd0zwQiuicbN24U7OzsrtsGQPj5559veOy8efOE4OBgg32jRo0S4uLiJIyQ2oob5dL27dsFuVwuFBQUiPs+/vhjwdbWVqivrxcEgblE16dWq4X333//hu0fffSRoFKpxDwSBEF49dVXhcDAwBaIjtqKiIgIYcaMGeLPTU1NgoeHh/D2228bMSpq7RYvXiyEhoZet62iokIwNTUVvv/+e3FfSkqKAEBISkpqoQipLfjrZ2m9Xi+4ubkJ8fHx4r6KigrBzMxM2Lx5syAIgnD+/HkBgHDs2DGxz44dOwSZTCZcvny5xWKn1uN6v5ONHz9eePLJJ294DPOIpMARbkT32YwZM+Dk5ISIiAhs2LABgiCIbUlJSRgwYIBB/7i4OCQlJbV0mNSKJSUloUuXLnB1dRX3xcXFQavVIjk5WezDXKLrWblyJRwdHdGtWzfEx8cb3IqclJSEvn37QqlUivvi4uKQlpaG8vJyY4RLrYxOp8OJEycM3l/kcjkGDBjA9xe6pfT0dHh4eMDPzw9jxoxBdnY2AODEiRNoaGgwyKugoCB4e3szr+imNBoNCgoKDHLHzs4OkZGRYu4kJSXB3t4eYWFhYp8BAwZALpfjyJEjLR4ztV779u2Di4sLAgMDMW3aNJSWloptzCOSgomxAyB6kL311lvo168fLC0t8euvv2L69Omorq7GrFmzAAAFBQUGRRQAcHV1hVarRW1tLSwsLIwRNrUyN8qTa20368NcerjNmjUL3bt3h4ODAw4dOoQFCxYgPz8f7733HoCreePr62twzJ9zS6VStXjM1LqUlJSgqanpuu8vqampRoqK2oLIyEhs2rQJgYGByM/Px5tvvok+ffrg3LlzKCgogFKpbDZvqaurq/j/GtH1XMuP670n/fkzkYuLi0G7iYkJHBwcmF8kGjRoEIYPHw5fX19kZmZi4cKFeOyxx5CUlASFQsE8Ikmw4Eb0J/Pnz8c777xz0z4pKSkGk/7ezBtvvCE+79atG2pqahAfHy8W3OjBJXUuEV1zJ7k1Z84ccV9ISAiUSiWmTp2Kt99+G2ZmZvc7VCJ6iD322GPi85CQEERGRkKtVuO7777jl0BEZHSjR48Wn3fp0gUhISFo37499u3bh/79+xsxMnqQsOBG9Cdz587FhAkTbtrHz8/vrs8fGRmJpUuXor6+HmZmZnBzc2u2IldhYSFsbW35YbSNkzKX3Nzcmq0IeC1v3NzcxEfm0sPhXnIrMjISjY2NyMrKQmBg4A3zBvj/uUUPNycnJygUiuvmCXOE7oS9vT06dOiAjIwMDBw4EDqdDhUVFQaj3JhXdCvX8qOwsBDu7u7i/sLCQnTt2lXs89dFXRobG1FWVsb8ohvy8/ODk5MTMjIy0L9/f+YRSYIFN6I/cXZ2hrOz8307/6lTp6BSqcSRJT179sT27dsN+uzevRs9e/a8bzFQy5Ayl3r27Inly5ejqKhIHNq+e/du2NraolOnTmIf5tLD4V5y69SpU5DL5WIe9ezZE6+99hoaGhpgamoK4GreBAYG8nZSAgAolUr06NEDCQkJ4irber0eCQkJmDlzpnGDozaluroamZmZGDduHHr06AFTU1MkJCRgxIgRAIC0tDRkZ2fz/y26KV9fX7i5uSEhIUEssGm1Whw5ckRc7b1nz56oqKjAiRMn0KNHDwDA3r17odfrERkZaazQqZXLzc1FaWmpWMhlHpEUWHAjukvZ2dkoKytDdnY2mpqacOrUKQCAv78/rK2tsWXLFhQWFiIqKgrm5ubYvXs3VqxYgZdfflk8x/PPP4+1a9di3rx5mDhxIvbu3YvvvvsO27ZtM9JVkTHcKpdiY2PRqVMnjBs3DqtWrUJBQQFef/11zJgxQyzeMpfor5KSknDkyBHExMTAxsYGSUlJeOmllzB27FixmPaPf/wDb775JiZNmoRXX30V586dw5o1a/D+++8bOXpqTebMmYPx48cjLCwMERERWL16NWpqavDss88aOzRqxV5++WUMHToUarUaeXl5WLx4MRQKBZ5++mnY2dlh0qRJmDNnDhwcHGBra4sXXngBPXv2RFRUlLFDJyOrrq5GRkaG+LNGo8GpU6fg4OAAb29vzJ49G8uWLUNAQAB8fX3xxhtvwMPDQ/xSoGPHjhg0aBAmT56M9evXo6GhATNnzsTo0aPh4eFhpKuilnazPHJwcMCbb76JESNGwM3NDZmZmZg3bx78/f0RFxcHgHlEEjH2MqlEbdX48eMFAM22xMREQRCuLhvdtWtXwdraWrCyshJCQ0OF9evXC01NTQbnSUxMFLp27SoolUrBz89P2LhxY8tfDBnVrXJJEAQhKytLeOyxxwQLCwvByclJmDt3rtDQ0GBwHuYS/dmJEyeEyMhIwc7OTjA3Nxc6duworFixQqirqzPod/r0aaF3796CmZmZ0K5dO2HlypVGiphasw8//FDw9vYWlEqlEBERIRw+fNjYIVErN2rUKMHd3V1QKpVCu3bthFGjRgkZGRlie21trTB9+nRBpVIJlpaWwrBhw4T8/HwjRkytRWJi4nU/F40fP14QBEHQ6/XCG2+8Ibi6ugpmZmZC//79hbS0NINzlJaWCk8//bRgbW0t2NraCs8++6xQVVVlhKshY7lZHl25ckWIjY0VnJ2dBVNTU0GtVguTJ08WCgoKDM7BPKJ7JRMEQWjZEh8REREREREREdGDS27sAIiIiIiIiIiIiB4kLLgRERERERERERFJiAU3IiIiIiIiIiIiCbHgRkREREREREREJCEW3IiIiIiIiIiIiCTEghsREREREREREZGEWHAjIiIiIiIiIiKSEAtuRERERHRbfHx88Oijj7b468pkMkyYMKHFX5eIiIjobrHgRkRERGRE+/btg0wmw7vvvmvsUO7K6tWrsWnTJmOHQURERNSqmBg7ACIiIiJqG9LS0iCTyQz2rV69Gj4+PhyBRkRERPQnLLgRERER0W0xMzMzdghEREREbQJvKSUiIiJqA/bv34+BAwfCzs4OFhYW6N69O7744otm/R599FH4+PggLy8PTz/9NFQqFSwtLREXF4cLFy4065+VlYURI0bA1tYWtra2ePLJJ6HRaK47X9tf98lkMly6dAm//fYbZDKZuGVlZYnt1xv5tmnTJshkMuzbt89gf3JyMgYNGgQrKys4ODhgzJgxKCoquuGfybfffovevXvDxsYGlpaWiIyMxA8//HDD/kREREQthSPciIiIiFq5LVu2YNiwYXBzc8PcuXNhY2ODb775Bs899xwuXryI5cuXG/SvqalB3759ERUVhRUrVkCj0WDNmjV48sknce7cOSgUCgBAaWkp+vTpg8LCQjz//PPo2LEjDhw4gJiYGNTU1Nwyrq+++govvfQSnJyc8Nprr4n7nZ2d7/gaNRoN+vTpg/r6esycORNeXl7YsmULBg0adN3+r7/+OpYvX45BgwZh6dKlkMvl+PnnnzFy5EisXbsWM2bMuOMYiIiIiKTCghsRERFRK9bU1ISZM2fC2toaR48ehYeHBwBgxowZiImJwcqVKzFhwgQEBASIx5SUlOCVV17BvHnzxH3Ozs6YN28e9uzZg7i4OADAO++8g9zcXPz73//GmDFjAADTpk3DvHnzEB8ff8vYxo4di9dffx2urq4YO3bsPV3na6+9hvLycuzduxcxMTHiNQ4fPhwnT5406PvHH39g+fLlWLBgAVasWCHunzVrFv72t79hwYIFeOaZZ2BjY3NPMRERERHdLd5SSkRERNSKnThxAtnZ2Zg4caJYbAMApVKJefPmQa/X43//+5/BMXK5HLNmzTLY169fPwBAenq6uG/Lli1wd3fH008/bdD35Zdflvoybkqv12PLli0ICwsTi23A1VtS/1w0vOY///kPZDIZxo8fj5KSEoPtiSeeQFVVFZKSklryEoiIiIgMcIQbERERUSum0WgAAMHBwc3aru27ePGiwX4PDw+Ym5sb7HN0dARw9TbSP587IiICcrnhd7AuLi6wt7e/59hvV1FREaqrqxEUFNSsrVOnTs32paSkQBCE6/a/prCwUNIYiYiIiO4EC25ERERED5hrc7RdjyAILRjJ9TU2Nt7T8YIgQCaTYceOHTe81usVKImIiIhaCgtuRERERK2Yn58fgKsreP7V+fPnDfrcKR8fH2RkZECv1xuMcisqKkJFRcVtnUMmk92wzcHBAWVlZc32/3VEnrOzM6ytrZGamtqs77Vr/LOAgADs3LkT3t7e6Nix423FSURERNSSOIcbERERUSvWvXt3eHt7Y+PGjSgoKBD3NzQ0ID4+HjKZDE8++eRdnXvo0KHIz8/H5s2bDfa/++67t30Oa2vr6xbVAKBDhw5ISkrClStXxH3l5eXYuHGjQT+FQoHHH38cx48fR2JiorhfEASsWrWq2XnHjRsHAFi4cCGampqatfN2UiIiIjI2jnAjIiIiagUSEhJQV1fXbL+TkxPWrl2LYcOGITw8HFOmTIGNjQ2+/fZbHD58GAsXLjRYofROvPrqq/j666/x7LPP4ujRowgKCsKBAwdw6NAhODk53XT02jVRUVH44osv8MYbb6Bjx46Qy+UYOnQorKysMHPmTIwdOxb9+vXDuHHjUFFRgc8++wxqtdqgeAgAy5Ytw44dO/D444/jhRdegKenJ7Zs2YLi4uJmrxkeHo4lS5ZgyZIl6Nq1K0aOHAkPDw/k5+fjxIkT2L59O3Q63V39mRARERFJgQU3IiIiolZg586d2LlzZ7P9gYGBSE1NRUJCApYtW4b4+HjodDp07NgRn3/+OSZNmnTXr+nk5ITff/8dc+fOxYYNGyCTyRATE4PExESEh4fDwsLiludYvnw5ysrKsG7dOlRUVEAQBGg0GlhZWWHMmDHIy8vD2rVrMWfOHPj5+WHRokWQy+U4cuSIwXnat2+PAwcOYO7cufjwww9hZmaGxx57DF999RVcXV2bve7ixYsRFhaGDz74AKtXr0ZNTQ1cXFzQuXNnfPDBB3f9Z0JEREQkBZnQGmbOJSIiIqJWo7S0FE5OTpg6dSrWr19v7HCIiIiI2hzO4UZERET0EKutrW22b+XKlQCAgQMHtnQ4RERERA8EjnAjIiIieojFxMRArVaje/fu0Ov1SEhIwNatW9GrVy/s378fCoXC2CESERERtTksuBERERE9xP75z3/iyy+/RFZWFmpra+Hp6Ynhw4dj8eLFsLGxMXZ4RERERG0SC25EREREREREREQS4hxuREREREREREREEmLBjYiIiIiIiIiISEIsuBEREREREREREUmIBTciIiIiIiIiIiIJseBGREREREREREQkIRbciIiIiIiIiIiIJMSCGxERERERERERkYRYcCMiIiIiIiIiIpIQC25EREREREREREQS+n9KshZ/gLSk3gAAAABJRU5ErkJggg==",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Basic Map Visualization\n",
+ "world = gpd.read_file(gpd.datasets.get_path('naturalearth_lowres'))\n",
+ "\n",
+ "# Plot the world map\n",
+ "fig, ax = plt.subplots(1, 1, figsize=(15, 20))\n",
+ "world.boundary.plot(ax=ax, linewidth=1, color='black')\n",
+ "\n",
+ "# Plot the hotspots\n",
+ "hotspot_gdf.plot(ax=ax, marker='o', color='red', markersize=5)\n",
+ "plt.title('Geographical Distribution of Biodiversity Hotspots', fontsize=15)\n",
+ "plt.xlabel('Longitude', fontsize=13)\n",
+ "plt.ylabel('Latitude', fontsize=13)\n",
+ "plt.grid(True)\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0b11398a",
+ "metadata": {},
+ "source": [
+ "The map above shows the geographical distribution of biodiversity hotspots (marked in red) across the globe. These hotspots are spread across various continents, with varying densities. Some continents appear to have a denser concentration of hotspots, while others have fewer.\n",
+ "\n",
+ "* Clustering: There appears to be clustering of biodiversity hotspots in certain regions. For instance, we see clusters along certain coastlines, islands, and in regions known for their rich biodiversity (e.g., the Amazon basin, Central Africa, Southeast Asia, and Australia).\n",
+ "\n",
+ "* Gaps in Distribution: There are noticeable gaps with few or no hotspots in areas that are heavily urbanized, have extreme climates (e.g., deserts, polar regions), or are heavily utilized for agriculture or industry.\n",
+ "\n",
+ "* Proximity to Water Bodies: Many hotspots are in close proximity to water bodies, be it oceans, seas, or large rivers. This may indicate the importance of these aquatic ecosystems in supporting rich biodiversity.\n",
+ "\n",
+ "* Equatorial Abundance: There's a higher density of hotspots around the equatorial region, which is consistent with the well-documented higher biodiversity in tropical climates due to stable, year-round climatic conditions."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "31b39863",
+ "metadata": {},
+ "source": [
+ "## Area and Perimeter Analysis\n",
+ "\n",
+ "Next, we analyze the distribution of area sizes and perimeter lengths among the biodiversity hotspots."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "faedb6f4",
+ "metadata": {},
+ "source": [
+ "### What is the range of area sizes of these biodiversity hotspots, and how do they compare?"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "4109bec0",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "count 53.000000\n",
+ "mean 150.462863\n",
+ "std 280.343340\n",
+ "min 1.646954\n",
+ "25% 27.491158\n",
+ "50% 73.220040\n",
+ "75% 170.556404\n",
+ "max 1909.519333\n",
+ "Name: Shape_Area, dtype: float64"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Area Analysis\n",
+ "area_stats = hotspot_gdf['Shape_Area'].describe()\n",
+ "\n",
+ "\n",
+ "# Histogram for area sizes\n",
+ "plt.figure(figsize=(12, 6))\n",
+ "sns.histplot(hotspot_gdf['Shape_Area'], bins=30, kde=True)\n",
+ "plt.title('Distribution of Biodiversity Hotspot Areas', fontsize=15)\n",
+ "plt.xlabel('Area', fontsize=13)\n",
+ "plt.ylabel('Frequency', fontsize=13)\n",
+ "plt.grid(False)\n",
+ "\n",
+ "\n",
+ "area_stats\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "458c422d",
+ "metadata": {},
+ "source": [
+ "### Observations\n",
+ "The majority of biodiversity hotspots occupy smaller areas, predominantly below 500 units. However, there's a notable presence of few, larger hotspots around the 1750-2000 range, which stand out as outliers. This disparity suggests varied conservation needs and challenges across different hotspot sizes. The distribution's right-skewed nature and the gap around the 1000 to 1250 range further highlight this uneven spread of hotspot areas."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0c07582d",
+ "metadata": {},
+ "source": [
+ "### What is the range of perimeter lengths of these biodiversity hotspots, and how do they compare?"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "2c56f618",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "count 53.000000\n",
+ "mean 227.526983\n",
+ "std 148.472666\n",
+ "min 24.637100\n",
+ "25% 107.065624\n",
+ "50% 200.706891\n",
+ "75% 300.835113\n",
+ "max 681.817768\n",
+ "Name: Shape_Length, dtype: float64"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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n0NChQ0ut41QB3OVymQ0bNhR5LD8/38TExBhJ5q9//Wux9d1zzz3F2sPKlSuNJHP22WcX++OJMcasWLGi8I8rJzrVe1uRdUoyH330UYnrDQ4ONnXq1CnxMQDVA/eAA3CcMUaSynSJYbdu3SRJ11xzjZYuXSqPx1Ph7Xft2vWMe8G+6qqris2Ljo7W4MGDZYwpdl+7E3Jzc/Xjjz9KksaOHVvs8Y4dO6pjx45KS0vTqlWrij0+ePDgYvNatWolSdq7d2+Zavj2228lSX/4wx9K7ODsmmuuKbJcZTlxGLKrrrpKvXr1Unp6uv72t79pzpw5ZVpHQU0lvXfS8Uu/T6y94OeS2kO7du3KfAm6ZN//fu655+q3337TihUrijxWcJnsibUtXLhQubm5uvDCCxUcHFxsfQ0aNFDLli21Zs2aEu91HT58eIl1VMWxdrLzzjtP7du315w5c4rcOzxr1izt3r1bI0aMUGxsbLnWWb9+/SLt4OSppMv6C47TCy+8UHXr1i32+Jm014L375lnntG0adMKL9E+nZLa0IUXXqg6depoy5YthcdgVdRcFife4xwQEKCOHTvqyy+/VP369fX5558rMjJS+/fv1+rVq9WyZUt16NCh2Dosy1Lv3r2Vn5+v5cuXF3u8tDZ5Ok2aNCn8rCrgcrnUuHFjSSV/thV0+HjiZ1vB/fMjR44s8baNgvu3yzOEZkXWaVmWhg0bVuJ6u3XrpsOHD+uGG24o1skkgOqBe8ABOO7gwYOSVOKXyJP985//1Jo1azRjxgzNmDFDderUUZ8+fTR8+HBdffXVCgoKKvf2K9KDeMEXu5MVdKa2Z8+eM173mUpOTlZOTo5iYmIUGhpa4jJNmjTR6tWrS+wsrqT71sPDwyVJ2dnZZaqh4HWXNiZuwfyStl8RJXWWt3LlSvXr10/Dhw/X2rVr1bp161Ou40xqL3jOqdpDSX/sKM3YsWO1ZMkS/fe//1XXrl0lScuWLdPGjRt17rnnqmnTpoXLFnQg9/rrr+v1118/5XoPHTpU7I9NpbX/qjjWSnLLLbfozjvv1FtvvVV4v2rB67jpppvKvb42bdqcstPE6667Tlu2bCkyryra68CBA3XPPffohRde0OjRo+Xv76+uXbtq0KBBuv7660vs6b9OnTqFx9rJGjdurMOHD2vPnj2Ki4vz2jF24j3Ofn5+ioqKUteuXTVq1KjCPiUK2uSmTZtO+4fVgs//E53pZ3Jpf0gt6KugpMcLHjvxs62g/r/85S/6y1/+Uur2SusYryQVWWdsbGyRe+tP9PLLL2vkyJF666239NZbb6l+/frq16+fLr30Ul1++eVF+gwA4JsI4AAct3LlSkn2mcLTSUxM1LJly/TNN99o5syZWrRoUWFAePrpp/XDDz8Udk5TVpUVJCqiKs4unsqpvhSXdHbGye1Xti5duuiWW27Rs88+q8mTJxf2cH+mnKj9yiuv1N13361p06bpmWeekcvlKvHst3S87XTu3Pm0Z9pL+hJfWvuvimOtJNdee60efPBBvfXWW3rkkUeUlJSkWbNmqUmTJho0aFCF118ZznSfP//887rlllv0+eefa/78+fr+++/1888/6+mnn9b//vc/XXbZZZVc6XFV1U5LGgf8ZAVtskGDBhoyZMgply3pj1Zn+pl8us+usn62FdTfp0+fShsKsyLrPNX70bFjR61bt05z5szRrFmztHDhQn344Yf68MMP1atXLy1cuFABAQEVqh1A1SKAA3DU0aNHNXfuXEkqc0/H/v7+Gjx4cOHlhNu3b9f111+vb775Rk899ZSefvrpKqv3ZNu3b1fHjh1LnC9J8fHxhfMKvgSdOHxTgZOH7qmI6OhoBQQE6ODBg0pPTy/xLHjB2ZgzvfT+dAped8H74PT2T1ZwxnjTpk2nXfZMao+Li9O2bdu0fft2tW3btthzSltXaaKjozVkyBDNnDlTCxcuVL9+/TRt2jS53W5deeWVRZYtuGKhT58+JfagXBFOHGuRkZG66qqr9NZbb2nu3LlasWKF8vPzdeONNzr2h5qqbK+tW7fWAw88oAceeEBZWVn697//rfvvv1+33XZbsQB++PBhpaamlngWfMeOHUVq9bVj7EQFbbIsYd0XFdQ/cuRI3XfffT67zgJBQUEaOXJk4dBkv/76q8aMGaMffvhBb7zxhm6//fZK3R6AysU94AAcdd999yk9PV1nn322evXqdUbraNy4sf785z9LktauXVs4vyDwljQGcmX58MMPi807dOiQvvrqq8L7HAvExcVJkjZu3FjsOfPmzStx/WfyGtxut8455xxJ0rRp04o9vnbtWq1evVphYWFFhjarTAVDdH300UfKz88v9vj7779fZLmq9vvvv0vSKYfNKlBQ0//+978SHy+p9oKfS2oPv/32W7kuPy9QcKZ76tSp+uabb5SUlKQhQ4YUO+t8/vnny8/PTzNnzlRubm65t1MepR1rpSlr+7311lslSa+++qrefPNN+fn5afz48RWstuwKhj+cM2dO4XjTJyqtvbrd7nIdm0FBQfrTn/6kuLg4HThwQPv37y+2TElt6KuvvtKhQ4fUrFmzws8Rp2o+EwkJCWrTpo3WrVtX4uedryu48mL69Onlet6p3tszXeeZaN++vSZMmCCpbMcpAO8igANwxO+//64rr7xSb775pkJDQ/Xmm2+W6Xn/93//p6SkpGLzZ82aJcm+bLZAwRmiDRs2VELFJfvggw8Kz+BLdtC45557lJ6erksuuaTIvYz9+vWTJE2ePFnJycmF81etWqVHH320xPWf6Wv44x//KEmaOHFiYfiU7LF677jjDhljdMstt1TZ5ff9+/fXWWedpW3btunRRx8t7GhPsr+AfvrppwoLC9P1119fJds/0cqVK/Xaa69Jki6++OLTLv+HP/xB9evX13fffVf4vAIvvviili1bpoYNGxY5e1kQIF944QWtXr26cH56err++Mc/Fnn9ZTVixAiFh4frk08+0VtvvSWp5I7hGjZsqOuvv17btm3T6NGjtW/fvmLLbN68WZ988km5tl+eY600ZW2/Z599trp27arPP/9cW7du1dChQ4tcPVLVmjVrpqFDhyo1NVV33XVXkT9k/PDDD5o8ebL8/PwKQ02B+Ph47du3r8QA/NlnnxV2hnii5cuXa9++fQoLC1NUVFSxxydNmlR49lqy75G+//77JanI9qui5sr0yCOPyOPx6LLLLivxD1DJycmn7bPAW3r27KlBgwbp+++/14QJE5SSklJsmdWrVxfr2PFU7+2ZrvNUMjIy9OKLLxbbnsfjKVxPWY5TAF7m1T7YAdQoOjZ8yrhx48y4cePMNddcY0aMGGHatm1bOCxTy5Yti41feuLzTx7SJTIy0rhcLtOlSxfzhz/8wVxxxRWmVatWRpKpW7dukTGvMzMzC8d47devnxk/fry54YYbzPfff2+MKX3opBOdbhiyCRMmGMuyTL9+/cxVV11lmjZtaiR7/O3t27cXeY7H4yl8XmxsrBk1apQ577zzTEBAgPnTn/5U4us93WsobRgyY4y5+eabjSQTHBxshg4daq644gpTr149I8mcc845Jj09vcjyZzJM2qn88ssvJjo62kgybdu2NaNHjza9e/c2kj1++gcffFDsORUdhqygrY0bN86MHj3anHvuucblchlJZtiwYcWG/ylte/PnzzfBwcFGkunWrZsZPXq06dKlS+GwT4sXLy5WQ8E+dLvdZsiQIeYPf/iDqV+/vmnUqJEZNmxYmYchO1HB8GY6NpxaScOMGWNMRkaGGTRokJFkQkNDTe/evc3o0aPN8OHDTYsWLYxUfFz60227PMdaacfS7t27TVBQkPHz8zMXXnihuf76680NN9xgfvvtt2Lbe+211wpf68yZM0utqzQVHQd8165dhcdv48aNzVVXXWUGDhxo/Pz8jCTz3HPPFVvXH//4RyPJNG3a1IwdO9bccMMN5umnnzbGGHPXXXcZSaZhw4bmkksuMWPGjDH9+/cvdX06NmzfJZdcYkJCQsywYcPMpZdeaqKioowkc/7555vc3NwqrflUTjUOeGkefvjhwuHBunbtaq644gpz+eWXmy5duhg/Pz8TGRlZZPnTfQYZc+phyErb96f6XCltqMd9+/YVHvNRUVGmf//+ZsyYMWbo0KEmMTHRSPZ43ic63Xt7Jus81Xt++PDhws+cc845x1x11VXm0ksvLVxXkyZNzMGDB0t8LgDfQQAHUGkKvkwXTP7+/qZu3bqmQ4cOZty4cebTTz81eXl5p3z+yV883n33XTNmzBjTunVrEx4ebsLDw027du3MvffeW+JY3kuXLjWDBg0ykZGRhaG/4It3ZQTwrVu3mrffftt07tzZBAUFmejoaHPNNdeYnTt3lri+I0eOmFtvvdXUr1/fBAYGmvbt25vJkyeX+npP9xpO98Xz3XffNeeee64JCwszQUFBpn379uYf//hHiUGusgO4McZs377d3HTTTSYxMdG43W4TExNjRo4caX766acSl6/MccBdLpepW7eu6d+/v3nzzTdLHHv3VNtbu3atGT16tKlfv75xu90mLi7OXH311SWGxwKvv/666dixowkMDDSxsbHm6quvNrt37y71vT1dCJ47d27h67n22mtP+R7k5eWZd955xwwYMMDUrVvXuN1uEx8fb3r16mUmTZpUbHzk0227PMfaqY6luXPnmt69e5uwsLDC11JSG9u8ebORZBISEk75uVCaigZwY4w5ePCgue+++0zz5s1NQECAiYqKMoMHDzZz584tcV1paWnmjjvuMImJicbf37/I9leuXGnuu+8+c/bZZ5vY2FgTGBhoGjdubIYNG2bmz59fbF0Fx1dWVpZ5+OGHTZMmTUxAQIBp3Lix+ctf/lLqH18qs+ZTOZMAbowxixYtMldccYWJj483brfbREdHm44dO5o77rjDLFq0qMiyvhTAjbH/APriiy+ac88910RGRpqAgACTmJho+vXrZ5555plin/NleW/Lu85Tvee5ubnm5ZdfNpdeeqlp3ry5CQkJMVFRUaZjx45m0qRJJY4PD8D3WMacwXVyAAAAFfDEE0/o4Ycf1mOPPaaJEyd6uxzHWZalxo0bF7n8HABQ8xHAAQCAo1JSUtSmTRslJydr69atjt7/7SsI4ABQOzEMGQAAcMTbb7+tRYsWafHixdq7d6/uvvvuWhm+AQC1F72gAwAARyxatEjvvPOO0tLSNGHCBD355JPeLgkAAEdxCToAAAAAAA7gDDgAAAAAAA4ggAMAAAAA4IAa1Qmbx+PRnj17FB4eLsuyvF0OAAAAAKCGM8YoNTVV8fHxcrlOfY67RgXwPXv2KDEx0dtlAAAAAABqmZ07dyohIeGUy9SoAB4eHi7JfuERERGnXDY3N1dfffWVBg8eLLfb7UR58CHsf9AGQBuo3dj/oA2ANlC7Veb+T0lJUWJiYmEePZUaFcALLjuPiIgoUwAPCQlRREQEB1wtxP4HbQC0gdqN/Q/aAGgDtVtV7P+y3AZNJ2wAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOMCnAvjEiRNlWVaRqU2bNt4uCwAAAACACvP3dgEna9++vebPn1/4u7+/z5UIAAAAAEC5+Vy69ff3V4MGDbxdBgAAAAAAlcrnAvimTZsUHx+voKAg9erVS0888YQaNWpU4rLZ2dnKzs4u/D0lJUWSlJubq9zc3FNup+Dx0y1Xk+zatUvJycmObS86OloJCQmOba88auP+R1G0AdAGajf2P2gDoA3UbpW5/8uzDssYYyq8xUoye/ZspaWlqXXr1tq7d68mTZqk3bt3a+3atQoPDy+2/MSJEzVp0qRi86dOnaqQkBAnSgYAAAAA1GIZGRkaM2aMjh49qoiIiFMu61MB/GRHjhxR48aN9fzzz+uGG24o9nhJZ8ATExN18ODB077w3NxczZs3T4MGDZLb7a702n3N6tWr1bdvX73+2DC1bhJT5dvbsO2gbpo0Q4sXL1anTp2qfHvlVdv2P4qjDYA2ULux/0EbAG2gdqvM/Z+SkqKYmJgyBXCfuwT9RFFRUWrVqpU2b95c4uOBgYEKDAwsNt/tdpf5TSzPstWZy+VSZmam2jaJUte29ap+e8pTZmamXC6XT7+/tWX/o3S0AdAGajf2P2gDoA3UbpWx/8vzfJ8ahuxkaWlp2rJli+Li4rxdCgAAAAAAFeJTAfxPf/qTFi1apG3btmnJkiUaNWqU/Pz8NHr0aG+XBgAAAABAhfjUJei7du3S6NGjlZycrHr16qlPnz768ccfVa9e1V8yDQAAAABAVfKpAD5t2jRvlwAAAAAAQJXwqUvQAQAAAACoqQjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAMI4AAAAAAAOIAADgAAAACAAwjgAAAAAAA4gAAOAAAAAIADCOAAAAAAADiAAA4AAAAAgAN8NoA/+eSTsixLd999t7dLAQAAAACgwnwygC9dulSvvvqqOnbs6O1SAAAAAACoFD4XwNPS0jR27Fi9/vrrqlOnjrfLAQAAAACgUvh7u4CTTZgwQUOHDtUFF1ygxx9//JTLZmdnKzs7u/D3lJQUSVJubq5yc3NP+dyCx0+3XE3h8XgUHBwsj/yV66n6v7t45K/g4GCtX79eHo+nyrcnSdHR0UpISCjTspWx/3ft2qXk5OQzfn55ZWdnKzAw0LHtSeV7T6sbb3wGON1mavL+K1CR97Tgs2nlypVyucr2uej0e0qbqTq17XsAiqMNgDZQu1Xm/i/POixjjKnwFivJtGnT9I9//ENLly5VUFCQ+vfvr86dO+uFF14ocfmJEydq0qRJxeZPnTpVISEhVVwtAAAAAKC2y8jI0JgxY3T06FFFREScclmfCeA7d+5U9+7dNW/evMJ7v08XwEs6A56YmKiDBw+e9oXn5uZq3rx5GjRokNxud6W9Dl+1evVq9e3bV4vfHq9OretX+fY+/Gqdbpr4hZ69u696dGpe5dvbsO2gbpo0Q4sXL1anTp1Ou3xF93/B+/n6Y8PUuknMmZRcLl8t2aLHX1/s2Psplf89rW6c/gxwus3U9P0nVfw99chPe4MGKi7ra7mUf9rlnX5PaTNVq7Z9D0BxtAHQBmq3ytz/KSkpiomJKVMA95lL0JcvX679+/era9euhfPy8/O1ePFi/fvf/1Z2drb8/PyKPCcwMLDES3LdbneZ38TyLFuduVwuZWZmyqU8uV0OXBLuyVVmZqaax4eqe9t6Vb45l/Ls1+dylWt/nun+L3g/2zaJUlcHXt+GrUmOvp/Smb+n1Y1TnwFOt5nasP8q+p7melzau13q0jqmTJ+LTr+ntBln1JbvASgdbQC0gdqtMvZ/eZ7vMwF84MCBWrNmTZF548ePV5s2bfTnP/+5WPgGAAAAAKA68ZkAHh4erg4dOhSZFxoaqujo6GLzAQAAAACobnxuGDIAAAAAAGoinzkDXpKFCxd6uwQAAAAAACoFZ8ABAAAAAHAAARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwQIUC+HfffVdZdQAAAAAAUKNVKID37dtX7dq103PPPacDBw5UVk0AAAAAANQ4FQrgTz31lCTp/vvvV0JCgi6//HLNmTNHxphKKQ4AAAAAgJqiQgH8/vvv17p16/Ttt99q7Nixmjt3roYOHarGjRvrscce07Zt2yqpTAAAAAAAqrdK6YStd+/eeuutt7R37169+uqratiwof7+97+rRYsWGjx4sD788EPl5uZWxqYAAAAAAKiWKrUX9LCwMN1444369NNPdfXVV8vj8Wj+/Pm66qqrlJCQoGeeeUb5+fmVuUkAAAAAAKqFSgvgHo9HX3zxhUaMGKHGjRvr/fffV58+ffTuu+/qgw8+UJs2bfTggw/qrrvuKnUdkydPVseOHRUREaGIiAj16tVLs2fPrqwSAQAAAADwGv+KrmDTpk1688039e6772rfvn2qW7eu/vjHP+qmm25SmzZtCpe74oordPvtt+t///uf/v3vf5e4roSEBD355JNq2bKljDF65513NGLECK1cuVLt27evaKkAAAAAAHhNhQL4eeedpyVLlsgYo379+um5557TZZddpoCAgFKXf+WVV0pd37Bhw4r8/o9//EOTJ0/Wjz/+SAAHAAAAAFRrFQrgGzZs0L333qubb75ZLVu2PO3yF1xwgRYsWFCmdefn5+ujjz5Senq6evXqVeIy2dnZys7OLvw9JSVFkpSbm3vaTt8KHq8tncN5PB4FBwfLI3/leir11v+SudwKDg6WsdyObM8jfwUHB2v9+vXyeDynX/7YMitXrpTLVf76NmzYUHnvp8mTPHmSCobvM5IsyfI/NlmOv5/S8ffU4/E4dpzs2rVLycnJjmyroA049dqcPgZr+v6TKn4cFjynrM91+j2tDW3GGwraaUX/Hyir6OhoJSQkVNn6ceZq23dBFEcbqN0qc/+XZx2WqcCg3bm5uXK73Wf69BKtWbNGvXr1UlZWlsLCwjR16lRdfPHFJS47ceJETZo0qdj8qVOnKiQkpFLrAsrF5CvEHFCoZ6/CzF4FmUMKNIcVZA4r0BxWgEmTv8mSnzLlp7xTripfAcpXoHKsUOVa4cq2IpRrhSvLilKmFaMsK0aZVowyXPWUowg7sAMAAABwREZGhsaMGaOjR48qIiLilMtWKIBv3bpVa9euLXbpeIEZM2borLPOUpMmTcq8zpycHO3YsUNHjx7Vxx9/rDfeeEOLFi1Su3btii1b0hnwxMREHTx48LQvPDc3V/PmzdOgQYMq/Y8Ivmj16tXq27evFr89Xp1a16/y7X341TrdNPELffrMcA3sXXzfVdX2nr27r3p0an7a5T3y096ggYrL+loulb9n/q+WbNHjry+2X985TWRlJsnK2iMra6+srH1S7iFZxvke/40rUCYgWgqoKxMQLRMYKxMUKwVES5Zfuda1esM+9R3/thYvXqxOnTpVUcUnbO9YG339sWFq3SSmyre3YccRhbX6g+Li4tSlS5cq357Tx2BN33/SScfhGXzO5HpcmrfzLA1KXCO36/RXznjrPa2pbcYbTmynLZvUr9D/A2WxYdtB3TRpRo1+T6uz2vZdEMXRBmq3ytz/KSkpiomJKVMAr9Al6H/5y1+0c+fOUgP4c889p0aNGundd98t8zoDAgLUokULSVK3bt20dOlS/etf/9Krr75abNnAwEAFBgYWm+92u8v8JpZn2erM5XIpMzNTLuWV6YtmhXlylZmZKcvkOrq95vGh6t623mkXz/W4tHe71KV1TPnry01T1r5Den50pvpEfCn3hrSSl7P8pIC69uSOkPzDJHe4/a9fsOQKlFwBkl+Afam5rGNnry1Jxr4s3eRKnjzNXPSrnnxtvl689xx1bRMr5WVIealSbsrxKS9VlidbVtYeKWtP8VoCY6SgOCmkoRScIAXFSlbpl126lGe3GZfLkWOkoI22bRKlrmXYh5Vh97HtOvn6nDoGa8P+27A1qVI+Z9wuT5me7633tKa2GW84sZ2e1TrmzP8fKOv2asF7WhPUlu+CKB1toHarjP1fnudXKIB/9913uvnmm0t9fPDgwXrttdcqsgl5PJ4iZ7kBxxkjZe6WUn6TUjdK2QfUJ0bqM1CSjoVvdx0pOM6eghrYYdcdccqAe1p+fpLsPzAdzY3Q9xulA7nxUp2zSl7ekyflHJZykqWcQ1L2QSlrv5S9X/LkSln77OnIKnt5y18KjpeCGx4L5Q0ldySXsAMAAABVpEIBfP/+/WrQoEGpj8fGxmrfvn1lXt9DDz2kiy66SI0aNVJqaqqmTp2qhQsXau7cuRUpEyg/Y6T0bdLRtVLqBikvvcjDh3Ii9c7XR9WvzznqenZfyT/YO3WeyOUvBdWzpxMZI+UescN35m4pY4/9rydbythhTwX9ZvmHS6FNpNAmCjChDr8AAAAAoGarUACPiorSli1bSn188+bNCg8PL/P69u/fr2uvvVZ79+5VZGSkOnbsqLlz52rQoEEVKRMou6wD0pHV0tE19mXdBVyBUngLKby1FNZCs7/arHvf/1Rzesb7Rvg+FcuSAurYU0Qbe54x9hnyzN3HQvluO6Dnpdqv/egadZC09QUpbO8kaesVUv3z7TPlAAAAAM5IhccBf/3113XXXXcVOxOelJSkN954Q3379i3z+t58882KlAOcGU++lLJeOvSzlLHz+HxXoBTZTopsL4U0kVzl68TMp1nW8bPldTrb8zy5dhBP3yqlb5XJ2KUm9Yx09Avphy/sZcJbSXFDpPiLpdh+vv/HBwAAAMCHVLgTthkzZqhLly6677771LlzZ0nSqlWr9NxzzyktLU0PP/xwZdQJVLpAz2G59i+QjiyT8go6UnPZZ7qjOtpnu10VOkSqF5dbCmtiTzpfq9ft0J//+bbeeXqcGmiddHi5fQ986kZp40t2R3L1z7fDePzFUlhTL78AAAAAwLdVKF107txZH3/8scaPH68HHnhA1rHOm4wxiomJ0UcffaTu3btXSqFApck5IteBJRqUuUp+mbn2PP8wqW43qU43u6dyyGO59dUaaU/snWrQtauUc0Tav0jaM1vaM8u+WmDPLHuS7Mvb4y6SGg6VYvvagR4AAABAoQqf3rvkkku0Y8cOzZ07V5s2bZIktWrVSoMHD1ZwMJenwodkJ0sHvpOO/CI/2UPOeIIT5YrpIYW3rVmXmFeFgCgpYYQ9GSMd/fVYAJ9tv68pv9nThv+T3FFSw0ukxFH2Jev+dOgGAAAAVMr1tcHBwRo5cmRlrAqofLmp0v4F0uFVkowkyRPaTEvyr1fPJnly+RmvllctWZYU1cGe2j0g5RyVkuZLe76Uds+Usg9I2963J78gqcEgKWGU1HCYFBTj7eoBAAAAr6hFN7ii1snPkg5+Lx38UTJ59rzwVlK9vsoPSlTy9g6StVoFoRwVEBApNbrMnjz50sEfpF2fSbumS2m/S7tn2JPlkuqdJyWMtKewJt6tGwAAAHBQhQP4tGnT9NJLL2nTpk1KTk4u9rhlWcrLy6voZoCyM0Y6vELa942Un2HPC0mU6l8ghTayf/d4r7waz+Unxfaxpy7P2GOp75xuB/LDK+37yPcvklbcY/fAnjDSPjtu+EMIAAAAarYKBfBnnnlGDz74oKKjo3XOOecoOjq6suoCzkiE32Hp9zftsa0lKTBGqj/Q7tH8WCeBcJBlSVFn2dNZj0rp26Wdn9lh/MBi+7aAw6ukNRPVzp2of14phZgDkmnA/gIAAECNU6EA/vLLL6tnz576+uuv6XANXhVg5ejl66RzIhZImZJcAVLs+VJ0D/uyZ/iG0MZSm7vsKeugtGemfXZ871wF5e7UQ8MleaZLG7+RItra47AHJxDGAQAAUCNUKIAnJSXpgQceIHzDu1I2aGjcfIUkHvs9sqPU4AKGE/N1QTFSs+vsKTdVW79/WUs/fUiXneMvv9yjUvKP9uQfbg9xFtHWDvD8QQUAAADVVIUCeIsWLXTkyJFKKgUop7xMKWmOdOQXhfhLv+2RUsLOU48OA7xdGcrLHa7DEYN15UsPacW516pLQpp0dL2UulHKS5UOLbUnv5DjYTysqWQxdBwAAACqjwqdSrrvvvv05ptvKi0trbLqAcomZYO0+T/SkV8kWfo1pZW6PCwdzqvn7cpQQcbytwN24qVSmz9JjcdIUZ0lv2C7U73DK6Tt/5XWP2vfS56yQfLQ0SMAAAB8X4XOgPv5+Sk2NlZt2rTR9ddfr6ZNm8rPr/gZqWuvvbYimwGO8+RKSV9Jh5bZvwfGSA1HaNXCw8rK3ejd2lD5XP5SeEt7Mvl2J24p66SU36S8dOnIantyBdhDzEW0lcJb2L8DAAAAPqZCAfy6664r/Pnxxx8vcRnLsgjgqBxZ+6Wdn0jZ++3fo8+xezh3+Us67NXS4ADLTwprZk9xF0sZO+0wfvQ3KS/FHu7s6FrJOhbaI9raodwv0NuVAwAAAJIqGMAXLFhQWXUApTNGOrxc2jtXMnmSf6jUcKR9phO1k+WyO2QLbSw1uNAedi5lvX3feO5h++eU9cdDe0Q7eyg6fzqMBAAAgPdUKID369evsuoASubJlXbPkI6usX8PayEljLRDOCDZQ5SFJNhT/QukrKTjATz7oJS6yZ7kkkKbSJFt7Y7cAAAAAIdVKICfKDs7WwcPHlS9evUUEMD9l6gE2YeknR9KWfskWfbQYtG9GBMapbMsKTjOnuoPkLIOHLtnfL3djtJ/t6c9s9RacQrIzZHJHeXtqgEAAFBLVHhA3RUrVmjAgAEKDw9Xo0aN9N1330mS9u/fr4EDB2r+/PkVLhK1UMpGactrdmjyC5WaXivFnEv4RvkE1ZNi+0ktbpVa/tHuMyA4XpJRuPaoY84b6rR1qDS3l92retpWb1cMAACAGqxCAXzVqlU677zztGXLlmIdrcXGxiozM1PvvPNOhQpELWOMdOBbacf/JE+2FJwgtbjZvnQYqIjAulK9PlLzm6RWd2mn1VvJrrYysqTkH6WV90tfNJNmd5N+/ac9vBkAAABQiSp0Cfqjjz6q+Ph4rVy5UllZWXrrrbeKPD5w4EB9+OGHFSoQtYgnT9oz0x5WSpLqdrc72HIVH9oOqJCAKO1zddLuoMFqUj9Qner+bvewv3+hPc744RXS6r9Ike2lxMulRpdJkR24AgMAAAAVUqEA/u233+qhhx5SWFiYsrOziz3eqFEj7dmzpyKbQG2RlyHt+EDK2CHJkuIukqLP9nZVqAVy/WOkVhdKrW637xnf9bkdxvd9LR391Z7WTrKHNku8TEoYIUX3sHtiBwAAAMqhQgE8KytLkZGRpT6ekpJSkdWjtsg+KG2bag8f5QqUEq+Qwpt7uyrURkH1pBY32lPOEbsH/p2fSHvm2D2pr3vSnoLqSw0vkRoOtzsH9A/xduUAAACoBioUwJs3b67ly5eX+vg333yjdu3aVWQTqOkydkrb/yflZ0ruOlLj0XYIArwtIEpqeo095aZKe2ZJO6dLe2fbnQNuedOe/ILs4c8ShtuhPDjO25UDAADAR1XoGsoxY8bovffeK9LTuXXsHsnnnntOc+bM0TXXXFOxClFzpWyQtr5rh+/ghlLzGwjf8E3ucKnxlVKfadKlB6QB86VWd9qdA+Zn2X0X/HyzND1emtNDWvu4dPgXu1NBAAAA4JgKnQH/05/+pHnz5mnIkCFq06aNLMvSPffcowMHDigpKUmDBg3S7bffXlm1oiY5tMIOLTJSWEup0eWSi/HjUQ34BUgNBtpTtxfse8R3fyHt+kJK/kk6tNSefnlECm1sX6aeMFyWCfd25QAAAPCyCp0BDwgI0Lx58/Tss88qODhYQUFB2rhxo2JiYvT0009r5syZcrnoqAgnMEba/620Z4YkI0V1ts8sEr5RHVmWFNVBav+wNORHadReqcfrduj2C5bSt0sbX5K+GaSOmwZq2h+lup5NdqeDAAAAqHUqdAZckvz9/XXPPffonnvuqYx6UJMZY/csffB7+/d6faTYAQzthJojuMHxTtzyMqSkr+2z47tnyi8rSVeeI8kskH5bKIUkSuGt7CkwhuMAAACgFqhwAAfKxBhp7xzp0M/27w0GSzG9vFsTUJX8Q6SEYfZkPPptyfv6+F/jdN/IugrWIXvIvYwd0r75dgeEES3tMB7SWHLx0QwAAFATVehb3rvvvlum5a699tqKbAbVnfHY93sfXmn/Hj9UqtvduzUBTrJcygjuoEc+ki6+7HJ1bR4ipW60p/St9hB8yT/bkytACmt+7Ox4S8k/1NvVAwAAoJJUKIBfd911sixL5qSefq2TLqUkgNdeljzSrs+ko2skWVLDEVKdTt4uC/CugEgp+mx78uRIab8fC+SbpLw0KWW9PUlScIIdxMNb2eOPc6k6AABAtVWhAL5gwYJi8/Ly8rRlyxb95z//UUhIiP7xj39UZBOoxlyW1CF0uXR0pySXlHipFNne22UBvsUVIEW0sSdjpKy9Usqxs+NZe6XMXfa0f4Hkjjh+33hoE8nl9nb1AAAAKIcKBfB+/fqVOH/gwIEaN26cevTooRUrVuj888+vyGZQDVkymnKrFB94LHw3usIOGABKZ1lScLw91e8v5abYZ8VTN0lpW+zfDy2zJ8sthTU7fnbczTBnAAAAvq7KevoJDAzU1Vdfrf/85z+67777qmoz8EXGo551l6t5I8ljLLkaX074Bs6EO0Kq282ePLlS+rbj947npkipG+xJkoLi7CAe0cr+GQAAAD6nSrvaDQwM1O7du6tyE/A1xki7Z6h52A7l5UtrM3qoc0Rbb1cFVH8u97Gz3S0lc7GUte/4feOZu+zL1bP2SgcWSf5hauRJ0PBuksuT6e3KAQAAcEyVBfC9e/fqlVdeUdOmTatqE/A1xkh7Z0lHVsljLI152eiGqxt6uyqg5rEse8zx4AZSbF+747bUzXYgT9si5aUpRr/p83slz6YBUupAqeElUsOhUmhjb1cPAABQa1UogA8YMKDE+YcOHdJvv/2mnJwcvfPOOxXZBKqTfV/b96ZK+iG5uz76aaluuNrLNQG1gX+YVKezPXnypIzt2r99ldL2rVWz2Bxp72x7WjZBijpLajhMir9Eiu4hufy8XT0AAECtUaEA/vvvvxcbcsyyLNWtW1eXXnqp7rjjDp177rkVKhDVxIHvpIPf2z/HX6JtOwIkLfVqSUCt5PKXwpprlytE3e5Zq1+XfKR2kb9Lu2fax+iRNfb06z+lwHpS/MX22fG4wfY95wAAAKgyFQrg27Ztq6QyUK0lL7XPfktS/QvsDqO0xqslAbBlBTaT2l0utXtAyk6W9syR9syU9syWsg9IW9+xJ5dbqtfXPjve8BIpvLm3SwcAAKhxqrQTNtQCR9bY931LUr3zpHq9vVsPgNIFRktNx9qTJ1c68L19ZnzPTCllg/2HtH1fSyvutkcuSBghJV5u/1HtpKudAAAAUH4EcJy5tC3Srs/sn+ueLcUy3jtQbbjc9ljj9ftLXZ+VUjbZQXz3TGn/YinlN2ndb9K6p+yO2xIvs6eYcyTL5e3qAQAAqqUKBXCXy1XsHvDTsSxLeXl5FdksfEHmXmnHh5I8UmQHKe4izpAB1VlESyniHqnNPVLOUWnvHGnnp9KeL6X07dJvz9tTcLyUeKl9ZrxeHzpxAwAAKIcKBfBrr71WK1as0Nq1a9W6dWu1bWuP97xu3Tpt3LhRZ511lrp27VophcKHZB+Stv1X8uRIoU2lhiMI30BNEhApNb7SnvIypb1zpZ0fS7tnSJl7pI3/tqegWClhlH1m3NCBGwAAwOlUKICPHTtWn3zyiT777DMNHz68yGOfffaZrrnmGj333HO64IILKlQkfEheurT9v1J+uhRUX2p0pd3rMoCayT9YShxpT/nZUtJ8aecn9u0nWfulza9Km19VR1ek3rxJCjc7JVOfy9QBAABKUKFvSI888ohuueWWYuFbkkaOHKmbb75Zf/3rXyuyCfgST660faqUc0hyR0mNx0p+gd6uCoBT/AKlhkOlc96SLt0nnf+V1OJmKbCe/D1HdX1/qaVntvTbc8cuXd8hGePtqgEAAHxGhQL4L7/8oubNSx+qpkWLFlqzhuGoagTjkXZ9al9+6hcsNblacod7uyoA3uJyS3GDpB6vSqP2amPiq3p5npSrICk/Qzq0TNr6trTxX1LSPCkziTAOAABqvQoF8Dp16uirr74q9fE5c+YoMjKyIpuAr0iaZ/eKbPlJja6yhzMCAEly+SkttLvumCKtcV1tXx0T1UlyBUi5R6WDS6Qtr0qb/2P3sJ5zxNsVAwAAeEWFAviYMWP0+eef64YbbtD69euVn5+v/Px8rV+/Xtdff71mzpypsWPHVlat8JbkpVLyj/bPDUdKoY28Wg4AH2a5pPAWUsJIqc2fpMQrpIi29h/vsg9K+xfYZ8W3viMdXmnfVw4AAFBLVKj3rMcff1ybN2/W22+/rSlTpsjlsvO8x+ORMUbDhg3T448/XimFwktSN0l7Z9s/xw6Qojp4tx4A1YfLLUW2s6f8LPsqmiO/SOlbpfRt9rRnth3Q63SSQpvQeRsAAKjRKhTAAwMDNX36dH311Vf67LPPtHXrVklSs2bNNGLECA0ePLhSioSXZO2zhx6SkaI622P+AsCZ8AuS6nS2p5yj0pHV9pRzSDr6iz35R0hRZ0l1unCbCwAAqJEqZfyowYMHE7Zrmrx0afv/Thjr+xLG+gZQOQIipdi+Ur3zpMzd0pFV0pFfpbwU6eD39hTSWKrbVYpox1CHAACgxqi0bzWbN2/Wvn371KFDBzpeq+48edKOD+zOkwLq2vdwWn7ergpATWNZUkiCPTW4UErdIB1eJaVtljK225PfbCmqo1SnmxQU6+2KAQAAKqTCN9vNnDlTzZs3V+vWrdW3b18tX75ckrR//361aNFCH3/8cYWLhIOMscfvzdgpuQKlxqMl/2BvVwWgpnP5S5HtpSZjpVZ3S7H9JHeEfe948s/S5snSljftjts8Od6uFgAA4IxUKIAvXLhQo0aNUt26dfXYY4/JnDDGa2xsrJo3b65p06ZVuEg4KPkH+3JQWfaZ78AYb1cEoLYJiJRi+0ut7pIaj5Ei2khySZm7pN1fSL89L+2drXD/VG9XCgAAUC4VCuB/+9vf1KlTJ/3000+aMGFCscd79eqlFStWVGQTcFLqJnu8b0mKGyKFN/duPQBqN8slhbeUGl0ptb5Hqj9QCqgjebKl5J81PH6e5j4o1XPvkYzH29UCAACcVoXuAV+6dKn+9re/FQ4/drKEhAQlJSVVZBNwSvYhaeen9s91ukh1e3i3HgA4kTvMHokhpreUtkU6tFQmZaMGnyVJP0ob10t1u0t1ukr+Id6uFgAAoEQVOgPu8XgUGBhY6uMHDx5UQEBARTYBJ3hy7E7XPFlScIIUdzE9ngPwTZYlhbeQGo/W53uG6KkZUo4nwO40ct/X0obnpV2fSZl7vV0pAABAMRUK4G3bttW3335b6uMzZ85Up06dKrIJVDVjpN0zpOz9kn+o1OgKhvwBUC2k54fqwWnSoiMXSQ1HSEFxksm3xxff8pr0+xQpZYP9OQcAAOADKhTAb7jhBn388cd688035fHY999ZlqWMjAzdeeed+uGHH3TzzTdXSqGoIsk/SkfXSnLZna65I7xdEQCUi0d+Up3OUvObpGY3SJFnSXLZw5jtmCZt+reUvJTe0wEAgNdV6FTnbbfdpu+//1433XST7rvvPlmWpdGjRys5OVn5+fkaP368xo4dW1m1orKlbT2h07XBUmhj79YDABVx4rji9QdKh36WDi2Xcg5Je2dJ+xdIdbvZfVy4w71dLQAAqIUqfK3x+++/r8suu0zvv/++fvvtNxlj1LNnT1177bW67LLLKqNGVIWco9LOjyUZKaojna4BqFkCIqUGg6R6/aQjK6WDP0m5h6UD30kHl9hnyaP7eLtKAABQy5xxAM/MzNRHH32k1q1ba9SoURo1alRl1oWq5MmTdn4o5WdIQQ2k+EvodA1AzeQXIEX3lOqeLaVukA7+KGXskI6slvvIavXwWyoro5MUFu/tSgEAQC1wxveABwYG6qabbtLKlSsrsx5UNWOkPV9KmXskv2B7fF2X29tVAUDVslxSRFup2Xj7PvGINpKkuPyf5b/tdWnrO1LqFjpsAwAAVeqMz4C7XC4lJiYqJSWlMutBFYsx66UjqyRZUuJlUkCUlysCAIeFJEiNrlRuZrL2bl+nxLyFstK3Senb7J7U6/WxA7pVoX5KAQAAiqnQt4tx48bpvffeU3Z2dmXVgyp0TgspwSyxf6k/QApr7t2CAMCbAutpZeCdymt5lxTdQ7L8pay90s6PpE3/kQ6vkozH21UCAIAapEKdsJ177rn69NNP1blzZ91+++1q2bKlQkJCii3Xt2/fimwGlcA/77A+uktyySNFtJNienu7JADwDe4oKe4iu8O25J/s3tNzkqXdn0v7F0ux59mdVQIAAFRQhQL4oEGDCn++6667ZJ3UkZcxRpZlKT8/vyKbQUUZjxrvfUSRdaUsRSmo4XA6XQOAk/mHSPXPl2LOlQ4ts3tLzz0s7f5C2r9Y0Z6O8vfzdpEAAKA6K3cA//nnn9WiRQvVrVtXb7/9dlXUhMq27klFpv+gjGxpW/AFaucX6O2KAMB3+QVK9XpL0WfbQfzAEin3iBprsTY+K7mOTJfyO9g9rAMAAJRDuQN4r1699N5772nMmDEaN26c0tLSdPPNN+uvf/2r2rVrVxU1oiL2LZJ+eUSSNGGK9Mfb63q3HgCoLlwB9tnwunYQz036Vk1jM6Wkx6WZ70nt/yI1u46RJAAAQJmVuxM2c9IQLdnZ2frggw+UlJRUaUWhkmTtl5aMloxHyRFDNWWxtwsCgGrI5ZZiemmta7TueU/K9YuW0rdLP98szWwrbX1f8nCrFQAAOL1KGWPl5FAOH+DJl5ZcLWXulSLaameDh7xdEQBUa8by1wtzpLXNv5C6viAFxUppW6QfrpFmd5J2fso44gAA4JQY5LSmWveElDRP8guR+nwkjyvY2xUBQI1gXEFSm7uk4b9Lnf5p96J+9Ffp28ukuT2kPXMJ4gAAoEQE8Jpo3wJpzWP2z2f/R4pq7916AKAm8g+V2j8kjdgqtf+r/fuhZdLCC6Wv+0v7v/N2hQAAwMec0TBks2bNKrznOyMjQ5Zl6aOPPtKqVauKLWtZlu65554KFYlyyNwnfT9GMh6p2Xip2ThvVwQANVtAlNTp71LrP0q/Pilt+o89fvj886T4i6XOT0pRZ3m7SgAA4APOKIBPnTpVU6dOLTLv1VdfLXFZAriDPPnSkrFSVpIU2V7q/m9vVwQAtUdQrNTteantvdLax6Utb0p7Zkl7Ztt/DD3rb1JoorerBAAAXlTuAL5gwYKqqAOV4dfHpX1fF973Lf8Qb1cEALVPSILU4xWpzX3S6oelnR9Lv0+Rtv1Pan2nfdl6QB1vVwkAALyg3AG8X79+VVEHKmrfAmnNJPvnHq9IkW29Ww8A1HYRLaXzPpIO/iSt+rO0f5G0/hlpyxtS+4elVndIfkHerhIAADiITthqgqyD9pBjMlKz66Wm13i7IgBAgZie0sAFUr8vpcgOUs5haeX90oxW0u/v2H12AACAWoEAXt0ZI/10vZS5R4poI3V/0dsVAQBOZllSw4uli1ZJ57xtX6aesVP68Tppztl2p20AAKDG86kA/sQTT+jss89WeHi4YmNjNXLkSG3YsMHbZfm2jS9Lu2dIrgCp9zR7GBwAgG9y+UnNrpMu2Sh1fkpyR0iHV0jz+9njiKdu8XaFAACgCvlUAF+0aJEmTJigH3/8UfPmzVNubq4GDx6s9PR0b5fmmw7/Iq38k/1zl2ekOp28Ww8AoGz8g6V2D0jDNkktbpUsl7TzU+nLdvbl6TlHvV0hAACoAmc0DFlVmTNnTpHfp0yZotjYWC1fvlx9+/b1UlU+Ki9D+v4qyZMtxQ+VWv3R2xUBAMorKFbqMVlqNUFacZ+U9JW0/lnp9ymKibpRfj71Z3IAAFBRPhXAT3b0qH0GoG7duiU+np2drezs7MLfU1JSJEm5ubnKzc095boLHj/dclVl165dSk5OPuPnN973T9VLWa8cvxitC7pLecuXn3L5DRs2KDg4WB75K9fjwDc6l1vBwcEyltsnt1ewzBnX5uOvrzJ45G+3GY/HkePE4/E42kY98pMkx25zcfoYrOn7T1KFj4vyfg5U6Xsa2lrqM0NW0hz5rX5AVuoGNdr3pFY/aclt9ijX07Byt1cCp9uMN5TUTquyvdaG97Q68/Z3QXgfbaB2q8z9X551WMYYU+EtVgGPx6Phw4fryJEj+u6770pcZuLEiZo0aVKx+VOnTlVISM0dAzsub4l6ZD8tI0tLgibqoB+XngNATWGZPDXJm6s2OdMUoFRJ0j6/rvo1YLxSXYlerg4AAJwsIyNDY8aM0dGjRxUREXHKZX02gN92222aPXu2vvvuOyUkJJS4TElnwBMTE3Xw4MHTvvDc3FzNmzdPgwYNktvtrtTaT2f16tXq27evXn9smFo3iSnXcwNMqtp5PpS/srXX6qLdrl5let5XS7bo8dcX69Nnhmtg73ZnUna5fPjVOt008Quf3V6ux6V5O8/SoMQ1crvKPwSQr7++yrB6wz71Hf+2Fi9erE6dqv6PPAXHxeK3x6tT6/pVvr0P529UWMsrtGfZGzq7Q6Mq357Tx2BN339SxY+L8n4OOP2erl3xrb6dPFh3DDZyySMjlzx1uslT7/wq6XDT6dfnDSe203Yt4yr0/0CZtlcL3tPqzJvfBeEbaAO1W2Xu/5SUFMXExJQpgPvkJeh33HGHZs6cqcWLF5caviUpMDBQgYGBxea73e4yv4nlWbayuFwuZWZmqm2TKHVtW6/sTzQeaetMKSNbCm6ouGZDFWf5lempG7YmKTMzU5bJrbIvGkV4cqvF9twuz5nVV01eX0W4lKfMzEy5XC5HjpGC48KlPIfe0zxJUtMGoepenuPwDDl9DNb4/SdV2nFR1s8Bp99T447SXe/ka+CFV6p96CpZqRvkd3ip/I6ukeqfL9XtbnfeVkmcfn3eUFI7PeP/B8qyvVrwntYE3vguCN9CG6jdKmP/l+f5PtW9izFGd9xxh6ZPn65vvvlGTZs29XZJvmX/Yiljhz3kWMKlUhnDNwCg+sq2IqXGV0lNrpWC6kueLGnvbGnLa1L6dm+XBwAAysGnAviECRP0/vvva+rUqQoPD1dSUpKSkuyzRrVe+nbpwGL75/hLpMCSO6YDANRQYU2l5jdLcRdLfkFS1j5p6xRp5ydSboq3qwMAAGXgUwF88uTJOnr0qPr376+4uLjC6YMPPvB2ad6Vnynt+lSSkaI6SVFnebsiAIA3WC4p+myp5R+lut3seUfXSpv+LR34tvDWCgAA4Jt86h5wH+0Pzvv2zLLPbgTUkeIu8nY1AABv8w+xr4aq082+HD1jp7TvG+nwKiluiBTeytsVAgCAEvjUGXCU4Mgv9tkNWfZ9337FO50DANRSwXFS0/FSwijJP0zKOSRt/5+0faqUfcjb1QEAgJP41BlwnCTniH32W5Ji+0khpfcIDwCopSxLiuoohbe2+wpJ/lFK3SSl/S5F95LqnSf5BXi7SgAAIM6A+y7jkXZNlzzZUnCC/QUKAIDS+AVKDQZJLW6TwppLJl86+J19f/jRXyVu8wIAwOsI4L7q4PfHhxxLvLRSx3oFANRggTFS47FSo6skd5SUlyrt/Fja9r6Unezt6gAAqNVIdb4oc4+0b6H9c9xFdudrAACUlWVJEa2llhOk2P6S5Sel/y5tnmx31ubJ9XaFAADUSgRwX+PJkXZ+KskjRbSzhx0DAOBMuPztPkRa3C6FtbAvSz/wrbTpP1LKBm9XBwBArUMA9zV7v5JykiX/cHuIGcvydkUAgOousK7UeIzU6A+SO0LKPSLtmCZtn2Z3+AkAABxBL+i+JGWDdHi5/XPCSMk/2KvlAABqEMuSItraHbTtXywd/EFK3SClbZHq9ZVlmnq7QgAAajwCuK/IS5N2f2H/HH2OFNbMu/UAAGomV4DU4AL7Fqc9X0oZ26X936itIjWgvbeLAwCgZuMSdF9gjLTrCyk/QwqqL9Uf6O2KAAA1XVA9qek4KWGU5B+qIB3V1w9LTXY/LGXs8XZ1AADUSARwX3BoqZS2ye6lNuFSu9McAACqmmVJUR2llndov9Ve+R6pbupcaWYbacOLkiff2xUCAFCjEMC9LeuAlDTP/rnBICko1rv1AABqH78g7XL11tmPSOlB7e2xw5ffJX11jnRohberAwCgxiCAe5Fl8qVdn0omz+4Up24Pb5cEAKjFVm6TNjR+Wzr7P5I7Ujq0TJp7trT8Hik31dvlAQBQ7RHAvSjOLJOykiS/YKnhCIYcAwB4n+UntbxNuuQ3qfFVkvFIG16Qvmwn7fzM29UBAFCtEcC9pF9bqb5Zbf/ScLjkDvduQQAAnCi4gdT7f1L/OVJoUyljl/TtKGnRCCl9h7erAwCgWiKAe4Ffforeu02yJKlOFymijbdLAgCgZPFDpKFrpXYPSZa/PWTml+2k9c9LnjxvVwcAQLVCAHeaMUpMelKJ0VKWIqQGF3q7IgAATs0/ROr8T+miVVK93lJeurTyPvv+8IM/e7s6AACqDQK4F6SFdNXRDGmba4DkF+DtcgAAKJuo9tIFi6Uer0sBdaTDq+ye0pfeIeUc9XZ1AAD4PAK40yxLB+tcrkZ3ShkWQ44BAKoZyyW1uNHupK3JNZKMtOll6cu20o6PJGO8XSEAAD6LAO4lKZnergAAgAoIipXOfVcaMF8Kbyll7pW++4O06BIpbZu3qwMAwCcRwAEAwJlrMFC6+Bepw6OSK0DaM8vupG3d05In19vVAQDgUwjgAACgYvyCpI6TpItWS7H9pPxMadWfpTlnS8lLvV0dAAA+gwAOAAAqR2QbaeAC6ZwpUmC0dGS13Unb8rul3DRvVwcAgNcRwAEAQOWxLKnZOGnoeqnJ1ZLxSBv+JX3ZXtr9pberAwDAqwjgAACg8gXVk859T+o/RwptImXssDto++5KKTPJ29UBAOAVBHAAAFB14odIQ9dKbe+XLD9px4fSzLbSljcZsgwAUOsQwAEAQNXyD5W6PC0NWSrV6SrlHpF+ulH6+nwpZYO3qwMAwDEEcAAA4Iy6XaQhP0ldnpP8QqT9i6RZnaS1j0v5Od6uDgCAKkcABwAAznH5S23vlYb+KsVdKHmypV8ekeZ0lQ784O3qAACoUgRwAADgvLAmUv9Z0rlTpcB60tFfpXm9paUTpNwUb1cHAECVIIADAADvsCypyWjpkvVSs/GSjLTpP9LMdtLOz7xdHQAAlY4ADgAAvCswWjrnLWnA11JYCylzt/TtKGnxpVLGHm9XBwBApSGAAwAA39BggHTxL1K7hyTLX9o1XfqyrbTpFcl4vF0dAAAVRgAHAAC+wz9Y6vxP6cLlUnQP+37wpbdJ8/tKR9d5uzoAACqEAA4AAHxPnY7SoCVStxcl/zDpwPfS7M7SL49J+dnerg4AgDNCAAcAAL7J5Se1/qM0dJ3UcJjkyZXW/k2a3Unav9jb1QEAUG4EcAAA4NtCE6W+n0t9PpKCGkgpG6T5/aSfbpZyDnu7OgAAyowADgAAfJ9lSY0uly5ZJzW/yZ635XV7yLIdH0vGeLc+AADKgAAOAACqj4A6Us/XpAsWSRGtpawk6bsrpMUjpYxd3q4OAIBTIoADAIDqJ7avdNEqqcOjksst7f7CPhu+8WWGLAMA+CwCOAAAqJ78gqSOk6QLV0oxvaS8VGnZHdK8PtKRX71dHQAAxRDAAQBA9RbVXhr0ndT9Zck/XDr4gzSni/TLo1J+lrerAwCgEAEcAABUf5ZLanW73UlbwohjQ5b93R47nCHLAAA+ggAOAABqjpAE6bzpUp+Piw1Z5pef6u3qAAC1HAEcAADULJYlNbpMumS91OJme96W19Xu98t0WQ8xZBkAwGsI4AAAoGYKiJJ6vFo4ZJk7P1kf3yU183wl5R71dnUAgFqIAA4AAGq2Y0OW7Y2+UTl5UpS2y3/Ly2qaO4shywAAjiKAAwCAms8vSHvr3aYuD0tpqi/Lk62OOa/Jb9tbUtZ+b1cHAKglCOAAAKDWWLdb2ugarvwGFytXwXJl7pS2vCrtWyB58rxdHgCghiOAAwCA2sWy5KnbU98EvyRPWGv7MvQDi6XNr0jp271dHQCgBiOAAwCAWinLFaP8xNFS4hWSf5iUkyxtnSLtniHlZ3m7PABADeTv7QIAAAC8xrKkyHZSWDMpaZ50eIU9pW6U4i6SItraywAAUAk4Aw4AAOAXJDUcJjW9TgqIlvLSpJ0fSTs+kHJTvF0dAKCGIIADAAAUCG0stbhVqneeJJeUukHa9LKUvFQyxtvVAQCqOQI4AADAiVz+Uv0BUotbpOAEyZMj7Z0lbX1byjrg7eoAANUYARwAAKAkQbFSs/H2veCuACljp7TlFYYsAwCcMQI4AABAaSyXFN1DajlBCmfIMgBAxRDAAQAATscdITW6kiHLAAAVQgAHAAAoi4Ihy1reLtXpas87vMLupO3oeu/WBgCoFgjgAAAA5eEXfGzIsnEnDFn2obSdIcsAAKdGAAcAADgToU1OGrLsN2nTfxiyDABQKn9vFwAAAFBtFQxZFtnBvh88c5c9ZNnRNQoy53i7OgCAjyGAAwAAVFTBkGWHlkn7vpYydqqNduuxSyXLk+Pt6gAAPoJL0AEAACpDwZBlLW6XwlvJJY8mXia13TZa2v+dt6sDAPgAAjgAAEBlCoiUGl2l310XKOmIFJSzTZp/nvTTTVL2IW9XBwDwIgI4AABAZbMsHbGaqe390sHIkfa8LW9IM9tIW9+jkzYAqKUI4AAAAFXkSIa0I+4RadB3dkdt2QekH66VvhkopWzwdnkAAIcRwAEAAKpavd7SRSukzk/a44jvWyDN6ij98qiUl+nt6gAADiGAAwAAOMHlltr9WRq6ToofKnlypLV/l2adJe2d5+3qAAAOIIADAAA4KayJ1G+GdN4nUnBDKW2LtGCw9P0YKTPJ29UBAKoQARwAAMBpliUlXipdsl5qfZc9hNn2/9mdtG2aLHnyvV0hAKAKEMABAAC8xR0udXtBGrJUqttdyj0qLb1dmneudHiVt6sDAFQyAjgAAIC31e0qDf5R6v5vyR0hJf8szekmLb9Xyk3zdnUAgEpCAAcAAPAFLj+p1QRp6Hqp0ZWS8Ugb/k/6sq208zPGDgeAGoAADgAA4EtC4qU+06T+s6WwZlLGLunbUdLiEVLaVm9XBwCoAAI4AACAL4q/ULp4rdT+L/YQZrtnSF+2k9ZMYuxwAKimCOAAAAC+yj9Y6vS4dNFqqf4AKT9LWjNRmtVB2j3T29UBAMrJpwL44sWLNWzYMMXHx8uyLH322WfeLgkAAMD7IttKA+ZLvT84Nnb479KiYdLCYfbPAIBqwacCeHp6ujp16qSXX37Z26UAAAD4FsuSGv9BuuQ3qd2f7cvS98yUZraTfpnIZekAUA34e7uAE1100UW66KKLvF0GAACA73KHSZ2flJpeJy3/o5Q0X1o7Sdr6rj2meMNhdlgHAPgcnwrg5ZWdna3s7OzC31NSUiRJubm5ys3NPeVzCx4/3XJVwePxKDg4WB75K9fj0EUILreCg4NlLLcz2/Tx7RUsc8a1+fjrqwwe+Ss4OFjr16+Xx+Op8u1t2LDB2ePCZX/8Gcup7Tm7D2v8/pMq/J6W93Og4D31eDyO/N/h9P8VTr8+Sdq1a5eSk5Md2ZZUcjutyvfWkeMw/J+qY12gxAPPKyB9q7R4hI6E9tbOevcpOyCxarZ5gujoaCUkJFT5dqqCN78LnorTx0V2drYCAwMd254vtRlfbQO+zuk2WlVtpjL3f3nWYRnjm4NKWpal6dOna+TIkaUuM3HiRE2aNKnY/KlTpyokJKQKqwMAAPAdfiZLrXI/Uovcz+VSnvLlr83uUdrkvlz5lnPhCgBqo4yMDI0ZM0ZHjx5VRETEKZet1gG8pDPgiYmJOnjw4GlfeG5urubNm6dBgwbJ7XZXVtllsnr1avXt21eL3x6vTq3rO7LND79ap5smfqFPnxmugb3b1frt5XpcmrfzLA1KXCO3q/xnJXz99VXmNp+9u696dGpe5dv7askWPf76Yufe0/kbFdbyCgXs/kgXnNuq6rfnpTZTU/efVPH3tLyfA6s37FPf8W9r8eLF6tSp05mUXC5O/1/hrdf3+mPD1LpJTJVvTyraTvv26lCh/wfKwhvH4QdfLNSMB8PUKNw+O5WtMO2yeumw1aLSL0vfsO2gbpo0w7E2U9m8+V2wNE4fFwXHhFNt1NfajC+2AV/ndButyjZTmfs/JSVFMTExZQrg1foS9MDAwBIvmXG73WV+E8uzbGVxuVzKzMyUS3lV9p9+MZ5cZWZmyjK5zmyzmmzP7fKcWX3V5PVVxjabx4eqe9t6Vb65DVuTHH5P8yRJlnHoOPRSm6mx+0+qtPe0rJ8DLuXZn90ulyP/bzj9f4W3Xl/bJlHq6kAblUpup2f8/0BZeOE4/GVbttbnXqxGiW4paa4Cc4+quZknBW+Q4oZIwfGVtj2n20xV8cZ3wdI4fVwUHBNOtVFfbTO+1AZ8ndNt1Ik2Uxn7vzzP96le0AEAAFBRlj1sWcsJUmx/yXJLGTukLa9Luz6XclO9XSAA1Fo+dQY8LS1NmzdvLvx969atWrVqlerWratGjRp5sTIAAIBqxuWWYvtJdbpISV9LR3+RjqySUtZJ9fpI0b0KO6QEADjDpz51ly1bpvPPP7/w93vvvVeSNG7cOE2ZMsVLVQEAAFRj7ggpcZQUfba0d46UuVva9410aIXUYJAU0ZZhywDAIT4VwPv37y8f7RMOAACgegtJkJrdIB1dY48dnntE2vmRFNL42P3hcd6uEABqPO4BBwAAqC0sS4rqKLW6Q6rXV7L8pYzt0pbXpN1fSHlp3q4QAGo0nzoDDgAAAAe4AqT650t1ukr75ktH10qHV0pHfz12f/g59j3kAIBKxRlwAACA2iogUkq8TGp2vT1EmSfHvj9847/tQG4cGlYQAGoJAjgAAEBtF5IoNbtRShgluSOlvBT7kvTNr0qpmyT66AGASsEl6AAAADh+f3hEO+nQz9L+b6Xs/dL2qVJoU6nBBfZZcgDAGeMMOAAAAI5z+Usx50qt7pRiekmWn5S+VdryurTzEynnsLcrBIBqizPgAAAAKM4/WGowWKrbQ9q3QDr6i91ZW8o6qU43+ZvW3q4QAKodAjgAAABKFxAlJY6SYs6xxw9P/106tFQdtEJPXCn55R/1doUAUG1wCToAAABOLzhOanqN1ORaKThBLuXrweFShy3DpDV/l3JTvV0hAPg8AjgAAADKLqyp1Ox6bXYN0ertkp8nXVrzqPRFM2n981JeprcrBACfRQAHAABA+ViWUqzG6vIXaWv8E1J4Syn7oLTyPmlGC2njf6T8bG9XCQA+hwAOAACAM2KMdDhisDR0ndTzTSmkkZS5R1o2QfqiubThJSk/y9tlAoDPIIADAACgYlz+UvPrpWEbpe7/lkISpMzd0vI77UvTf3tBysvwdpUA4HUEcAAAAFQOv0Cp1QRp2Gbp7MnHzojvlVbcI33RVFr/rJSX7u0qAcBrCOAAAACoXH6BUstbpWGbpB6vSaFNpKz90sr7pc+bSL8+KeUwfBmA2ocADgAAgKrhFyC1uMm+NL3nm1JYM7uzttUPSZ83klb+2T5DDgC1BAEcAAAAVcvltu8Rv2SDdM4UKaKtlJsirX/aPiP+001SygZvVwkAVY4ADgAAAGe4/KVm46Sha6W+n0sx50qeHGnLG9LMttLiS6WDP3m7SgCoMgRwAAAAOMtySQnDpcHfS4O+kxoOk2SkXdOlr86R5veXds2QjMfblQJApSKAAwAAwHvq9Zb6fSFdvFZqdp1k+Uv7F0mLh0szWkm//cu+XB0AagACOAAAALwvqr10ztvSiK1S2z9J7igpbYu04m5pekNp2Z1SyiZvVwkAFUIABwAAgO8ISZC6PCON2mWPJR7RVspLkza+JM1sJS0cKu39SjLG25UCQLkRwAEAAOB7/EPtscSH/iqd/5UUP9Sev2eWtGCI9GU76bcXpOxDXi0TAMqDAA4AAADfZVlS3CCp/0zpko1Sqzsl/3Ap5TdpxT3S9HhpyTXS/m85Kw7A5xHAAQAAUD1EtJS6/+vY5en/kaI6SZ5sadv70vy+0pftOSsOwKcRwAEAAFC9uCOklrdJF62UhvwsNb/RvmQ9Zf0JZ8WvlvYtYCgzAD6FAA4AAIDqybKk6LOlnq9Lo/bYnbbV6XzsrPh/pa8HSJ83lVb/RTr6m7erBQACOAAAAGoAd4TdaduFK6QhS6UWN0vuSCljh/TrP6Uv20pze0obX5ayDnq7WgC1FAEcAAAANYdlSdHdpR6vSpcmSX0+lOIvkSw/Kflnadkd0mfx8vv+MsXlLZHyM71dMYBahAAOAACAmskvSGp0hdR/hn2JetcXpDpdJU+uXHtmqEf20/L/oqH0/Rhp52dSfpa3KwZQwxHAAQAAUPMFxUpt7pIuWi5dvEb5re9VhhUjKy9N2v4/6dtR0iexdudtu74gjAOoEgRwAAAA1C5RHeTp+KTmBb+mvAHfSq3vkUISpLxUu/O2xSOOhfFrpJ3Tpdw0b1cMoIbw93YBAAAAgFdYLpnonlKDPlLXZ6WDP0k7PpR2fCRl7rbHF9/2vuQKlBoMlBoOlxoOk0LivV05gGqKAA4AAABYLqleL3vq+px08Ec7iO/6XErfKu2ZZU9Lb5XqdrfDeMJwKaqj3fEbAJQBARwAAAA4keWS6p1rT12fl46uk3Z/Yd8bnvyTdGiZPa15VApJlOKG2FODgVJAHW9XD8CHEcABAACA0liWFNXento/JGUmSXu+tMN40jwpY6e05Q17slxS3R5S3GA7kEf3kFx83QZwHJ8IAAAAQFkFN5Ca32BPeRnS/sXS3rn2lLJeSv7Rntb+TXJH2mfFG1wgxfaXItpwuTpQyxHAAQAAgDPhHyLFX2hPkpS+U0r6Str7lX12POewtPNTe5LsodBi+0v1+xPIgVqKAA4AAABUhtDE42fHPfn2feJ7v5L2L5QOLpGy9h/rZf1De/mgWCm2nz3V6y2ZPK+WD6DqEcABAACAyubyk2J62pMekfKzpeSfpX0LTwrkH9mTpE6uEM17SIrzLJNS29pjk/sFefNVAKhkBHAAAACgqvkFSrHn2VNhIF8q7VsgHfhOSv5RfrkpuqCDJLNC2r7Cfl5gPTuIBydIwfFSUD3J8vPmKwFQAQRwAAAAwGl+gVJsH3uSJE++1v34sf71yFX6540tFe1OlnIOSdkH7OnwSns5y18KamCH8eB4KaShFBDNveRANUEABwAAALzN5aesoJZ67RvplpvPV3SrOCkvXcrYZQ91lrnHnjzZUuYueyp8boAUFCcF17fDeVAD+8w5Q6ABPoejEgAAAPBF/qFSRGt7kiRj7LPimbuPB/LMvZInR8rYbk+FLDuEB9W3p+Bjwdw/1CsvBYCNAA4AAABUB5YlBUbbU1RHe57x2JeoZ+6VspKkrH32v/lZUvZ+ezq65vg6/MOOnSWvryYh2erUWHIp3zuvB6iFCOAAAABAdWW5jp/lLmCMlJtyPIwX/JtzSMpLk9I2S2mb1TtGWvVPyZjPpY3f2mfMA2Ps4dEKfna5vffagBqIAA4AAADUJJYlBUTaU0Sr4/Pzc6TsfXYgz0zS/r3b5J+XrLphssN5ziEpdUPRdbnr2D2vB8ZIgbHHzsDHMDwacIYI4AAAAEBt4BcghSTak6R5q9fo6oc+1Tf/vljnd4k51uP6finroP1vfqaUe9ieUjeetK4QO4wHRJ/0b106fwNOgaMDAAAAqMVyTJAU1tSeTpSXLmUdOD4UWvYBKTtZykuV8jOkjAy7h/aTuaOOh/HCcB5j368O1HIEcAAAAADF+YdKYaFSWJOi8/Ozj12ynmwH8uzk4z97sqXcI/akLUWe1ll+WvOklLDrXsl0lcKbS2HHptDG9hl6oIYjgAMAAAAoO79AKTjOnk5kjH1mPDtZyj54LJQfC+o5h+Qy+eqQKCltkbRhUdHnWi4ppNGxQN6saDgPby65Ixx7eUBVIoADAAAAqDjLss+a+4dKoY2KPmY8Wrt+k/70xDS99vyf1SgqR0rbIqX9bv+bnymlb7OnfV8XX3dgzPFwXvhvEym0iRSSQG/tqDYI4AAAAACqluVSjhWhub9IB+v8QY26dj3+mDH2MGmpW46F8i3Hfj4WzrMP2GfUsw9KyT+VsG4/O4SHNjk+hTWRQpva/wY3pGM4+AxaIgAAAADvsazjl7TH9in+eG6KHcZPDOhp246dMd9u33eevt2etKj48y0/u+f3sKZFQroVlKAgzwHJ5EviDDqcQQAHAAAA4LvcEVKdzvZ0MuOxxzUvDORbT/h527GAnnP89xP4SxoiyXxym33JfGjj48O0hTY69nMjKTSRe9BRaQjgAAAAAKony3X87Hm9XsUfNx4pc68dvosE820yqVtl0rfLZfKOXe7+e+nbcUfYYTwk0Q7kxX5OsDunA06DAA4AAACgZrJcUkhDe6rXu8hDebm5mvXlDF18fhe5s3dJ6Tvscc0zdhb9OeeQfRn80bX2VJqg2OPBvPAseoJ9D3pIvBQcL/kFVfELhq8jgAMAAAConQo6cItsWvoyeelS+k4p41goP/HngrCenyll7benQ8tKX1dAXfuPAcHxdjAPjj/+e8G/gbGSy6/yXyt8AgEcAAAAAErjHypFtrGnkhhjnyU/+cx5+g4pY5eUuUfK3C3lZ9nL5RySjqwpfXuWnxTUoORwXhDagxvYYd6yquY1o8oQwAEAAADgTFmWFBhtTyV1FCfZIT33iJSx2w7kBf9mnvR7VpLdK3vmbns6tLT07brcUlD9Y1MDO5QHHZuC65/wcwPJP4yw7iMI4AAAAABQlSxLCqhjT1EdSl/Ok2dfxn5yMM/cLWWcENhzDkueXPsMe8au02/fL8QO6sEnhPKTg3vBPO5Tr1IEcAAAAADwBS5/u8O2kPhTL5effeye8yR7GLbMJPvngn9PnJeXJuVn2EO0pW89fQ3uyONhPDD2WFCPlYJiFZmapnNbSYHmqJRfV3IFcGa9nAjgAAAAAFCd+AXaQ6CFJp5+2bz0EkL6vqKBvWCeJ1vKPWpPKRuKraq5pO8fk+T5QFov+351/1D7Ene/0GM/h9i/+4eeMO/YfIvO5QjgAAAAAFBT+YdKYc3s6VSMsYN34Vn0/ceC+n4p2/45LXmrkrb+oqYN3PJTrn2/em6KPZWFX/AJwTzsWFgPPR7YTwztroCKv3YfRAAHAAAAgNrOsqSAKHsqpcf3jStWqNul3bR82nh1bR1jn10vmPLT7cvd89KlvIzjP+cf+13GHq4tP1PSwTLU46/2Jsg+425M5b1OLyOAAwAAAADKx+U+HthPx3js4F0ssBeE9ozjP+en2x3MmTwFKk1N6klJNeg+cwI4AAAAAKDqWK7jl5iXhSdHykvXb5t36NaXP9Pzvaq2PCcRwAEAAAAAvsMVIAUEKMPK0qL13i6mcrm8XQAAAAAAALUBARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAAAAAcIBPBvCXX35ZTZo0UVBQkHr27Kmff/7Z2yUBAAAAAFAhPhfAP/jgA91777167LHHtGLFCnXq1ElDhgzR/v37vV0aAAAAAABnzOcC+PPPP6+bbrpJ48ePV7t27fTKK68oJCREb731lrdLAwAAAADgjPl7u4AT5eTkaPny5XrooYcK57lcLl1wwQX64Ycfii2fnZ2t7Ozswt+PHj0qSTp06JByc3NPua3c3FxlZGQoOTlZbre7kl5B2aSkpCgoKEjLfzuglAyPI9vcsO2ogoKCtHbrUQWG7q712/PITxlBLfXtyj1yKb/Kt1dRTm/PG9t0enubth9R68QMbdl+REEhNe/11fTtVcY2y/s5sGlHsv3ZvXy5UlJSzqTkctm0aZOj/1fU9NcnFW0z7tA9Ffp/oLzbq4nHodNtRrK/F3o8ldNePB6PMjIy9O2338rlKvmcVGVuryycPi5qe5spSxuozO1VFSe36a3/m1JSUpScnFyp667MPJiamipJMsacdlnLlGUph+zZs0cNGzbUkiVL1KtXr8L5DzzwgBYtWqSffvqpyPITJ07UpEmTnC4TAAAAAIAidu7cqYSEhFMu41NnwMvroYce0r333lv4u8fj0aFDhxQdHS3Lsk753JSUFCUmJmrnzp2KiIio6lLhY9j/oA2ANlC7sf9BGwBtoHarzP1vjFFqaqri4+NPu6xPBfCYmBj5+flp3759Rebv27dPDRo0KLZ8YGCgAgMDi8yLiooq1zYjIiI44Gox9j9oA6AN1G7sf9AGQBuo3Spr/0dGRpZpOZ/qhC0gIEDdunXT119/XTjP4/Ho66+/LnJJOgAAAAAA1Y1PnQGXpHvvvVfjxo1T9+7d1aNHD73wwgtKT0/X+PHjvV0aAAAAAABnzOcC+JVXXqkDBw7o0UcfVVJSkjp37qw5c+aofv36lbqdwMBAPfbYY8UuYUftwP4HbQC0gdqN/Q/aAGgDtZu39r9P9YIOAAAAAEBN5VP3gAMAAAAAUFMRwAEAAAAAcAABHAAAAAAABxDAAQAAAABwQK0M4C+//LKaNGmioKAg9ezZUz///LO3S0IlWbx4sYYNG6b4+HhZlqXPPvusyOPGGD366KOKi4tTcHCwLrjgAm3atKnIMocOHdLYsWMVERGhqKgo3XDDDUpLS3PwVeBMPfHEEzr77LMVHh6u2NhYjRw5Uhs2bCiyTFZWliZMmKDo6GiFhYXpsssu0759+4oss2PHDg0dOlQhISGKjY3V/fffr7y8PCdfCs7Q5MmT1bFjR0VERCgiIkK9evXS7NmzCx9n/9cuTz75pCzL0t133104jzZQs02cOFGWZRWZ2rRpU/g4+7/m2717t66++mpFR0crODhYZ511lpYtW1b4ON8Fa7YmTZoU+wywLEsTJkyQ5BufAbUugH/wwQe699579dhjj2nFihXq1KmThgwZov3793u7NFSC9PR0derUSS+//HKJjz/99NN68cUX9corr+inn35SaGiohgwZoqysrMJlxo4dq19//VXz5s3TzJkztXjxYt18881OvQRUwKJFizRhwgT9+OOPmjdvnnJzczV48GClp6cXLnPPPfdoxowZ+uijj7Ro0SLt2bNHl156aeHj+fn5Gjp0qHJycrRkyRK98847mjJlih599FFvvCSUU0JCgp588kktX75cy5Yt04ABAzRixAj9+uuvktj/tcnSpUv16quvqmPHjkXm0wZqvvbt22vv3r2F03fffVf4GPu/Zjt8+LB69+4tt9ut2bNna926dXruuedUp06dwmX4LlizLV26tMjxP2/ePEnSFVdcIclHPgNMLdOjRw8zYcKEwt/z8/NNfHy8eeKJJ7xYFaqCJDN9+vTC3z0ej2nQoIF55plnCucdOXLEBAYGmv/973/GGGPWrVtnJJmlS5cWLjN79mxjWZbZvXu3Y7Wjcuzfv99IMosWLTLG2Pvb7Xabjz76qHCZ9evXG0nmhx9+MMYYM2vWLONyuUxSUlLhMpMnTzYREREmOzvb2ReASlGnTh3zxhtvsP9rkdTUVNOyZUszb948069fP3PXXXcZY/gMqA0ee+wx06lTpxIfY//XfH/+859Nnz59Sn2c74K1z1133WWaN29uPB6Pz3wG1Koz4Dk5OVq+fLkuuOCCwnkul0sXXHCBfvjhBy9WBids3bpVSUlJRfZ/ZGSkevbsWbj/f/jhB0VFRal79+6Fy1xwwQVyuVz66aefHK8ZFXP06FFJUt26dSVJy5cvV25ubpE20KZNGzVq1KhIGzjrrLNUv379wmWGDBmilJSUwrOoqB7y8/M1bdo0paenq1evXuz/WmTChAkaOnRokX0t8RlQW2zatEnx8fFq1qyZxo4dqx07dkhi/9cGX3zxhbp3764rrrhCsbGx6tKli15//fXCx/kuWLvk5OTo/fff1/XXXy/LsnzmM6BWBfCDBw8qPz+/yBsqSfXr11dSUpKXqoJTCvbxqfZ/UlKSYmNjizzu7++vunXr0kaqGY/Ho7vvvlu9e/dWhw4dJNn7NyAgQFFRUUWWPbkNlNRGCh6D71uzZo3CwsIUGBioW2+9VdOnT1e7du3Y/7XEtGnTtGLFCj3xxBPFHqMN1Hw9e/bUlClTNGfOHE2ePFlbt27Veeedp9TUVPZ/LfD7779r8uTJatmypebOnavbbrtNd955p9555x1JfBesbT777DMdOXJE1113nSTf+T/Av1LWAgA+ZsKECVq7dm2Re/9QO7Ru3VqrVq3S0aNH9fHHH2vcuHFatGiRt8uCA3bu3Km77rpL8+bNU1BQkLfLgRdcdNFFhT937NhRPXv2VOPGjfXhhx8qODjYi5XBCR6PR927d9c///lPSVKXLl20du1avfLKKxo3bpyXq4PT3nzzTV100UWKj4/3dilF1Koz4DExMfLz8yvW092+ffvUoEEDL1UFpxTs41Pt/wYNGhTrkC8vL0+HDh2ijVQjd9xxh2bOnKkFCxYoISGhcH6DBg2Uk5OjI0eOFFn+5DZQUhspeAy+LyAgQC1atFC3bt30xBNPqFOnTvrXv/7F/q8Fli9frv3796tr167y9/eXv7+/Fi1apBdffFH+/v6qX78+baCWiYqKUqtWrbR582Y+A2qBuLg4tWvXrsi8tm3bFt6GwHfB2mP79u2aP3++brzxxsJ5vvIZUKsCeEBAgLp166avv/66cJ7H49HXX3+tXr16ebEyOKFp06Zq0KBBkf2fkpKin376qXD/9+rVS0eOHNHy5csLl/nmm2/k8XjUs2dPx2tG+RhjdMcdd2j69On65ptv1LRp0yKPd+vWTW63u0gb2LBhg3bs2FGkDaxZs6bIf77z5s1TREREsf/UUT14PB5lZ2ez/2uBgQMHas2aNVq1alXh1L17d40dO7bwZ9pA7ZKWlqYtW7YoLi6Oz4BaoHfv3sWGH924caMaN24sie+Ctcnbb7+t2NhYDR06tHCez3wGVEpXbtXItGnTTGBgoJkyZYpZt26dufnmm01UVFSRnu5QfaWmppqVK1ealStXGknm+eefNytXrjTbt283xhjz5JNPmqioKPP555+bX375xYwYMcI0bdrUZGZmFq7jwgsvNF26dDE//fST+e6770zLli3N6NGjvfWSUA633XabiYyMNAsXLjR79+4tnDIyMgqXufXWW02jRo3MN998Y5YtW2Z69eplevXqVfh4Xl6e6dChgxk8eLBZtWqVmTNnjqlXr5556KGHvPGSUE4PPvigWbRokdm6dav55ZdfzIMPPmgsyzJfffWVMYb9Xxud2Au6MbSBmu6+++4zCxcuNFu3bjXff/+9ueCCC0xMTIzZv3+/MYb9X9P9/PPPxt/f3/zjH/8wmzZtMv/9739NSEiIef/99wuX4btgzZefn28aNWpk/vznPxd7zBc+A2pdADfGmJdeesk0atTIBAQEmB49epgff/zR2yWhkixYsMBIKjaNGzfOGGMPP/HII4+Y+vXrm8DAQDNw4ECzYcOGIutITk42o0ePNmFhYSYiIsKMHz/epKameuHVoLxK2veSzNtvv124TGZmprn99ttNnTp1TEhIiBk1apTZu3dvkfVs27bNXHTRRSY4ONjExMSY++67z+Tm5jr8anAmrr/+etO4cWMTEBBg6tWrZwYOHFgYvo1h/9dGJwdw2kDNduWVV5q4uDgTEBBgGjZsaK688kqzefPmwsfZ/zXfjBkzTIcOHUxgYKBp06aNee2114o8znfBmm/u3LlGUrH9aoxvfAZYxhhTOefSAQAAAABAaWrVPeAAAAAAAHgLARwAAAAAAAcQwAEAAAAAcAABHAAAAAAABxDAAQAAAABwAAEcAAAAAAAHEMABAAAAAHAAARwAAAAAAAcQwAEAqCRTpkyRZVlauHCht0tBJWjSpIn69+/v7TIAADUIARwAUCMtXLhQlmUVmcLCwtStWzf961//Un5+vrdLrDJTpkzRCy+84JVtF7zvzz77rFe2X14vvPCCpkyZ4u0yAAC1BAEcAFCjjR49Wu+9957effddPfLII8rIyNDdd9+t2267rdK3dc011ygzM1N9+/at9HWXhzcDeHVDAAcAOMnf2wUAAFCVunbtqquvvrrw99tuu01t27bVG2+8ob///e+qX79+hbeRmpqq8PBw+fn5yc/Pr8Lr82WZmZlyu93y9+crBAAA5cUZcABArRIREaFevXrJGKPff/+9cP4HH/x/e/cfU3X1x3H8eaWgvPdO0ctFcYtLguR0iJt5neFkN0ynw9KFf2iO241Mqs2RuWUpmMR0Y1mx2K5r6YbVJhlqv2TaHeOPRk1JsT9iySK3Whmi+AMRlU5/OO76eC9+wQS/g9djuxuf9z33fd7n8Ne553w+dy9ZWVk4nU5Gjx6N1+tl3759EZ+32Wz4/X5CoRBZWVk4HA5yc3OB6PeA98ZCoRBbt24lOTmZBx98EK/Xy3fffQdAfX09WVlZ2O12Jk6cSGlpadTajx07xrJly3C5XMTFxZGenk5ZWRk3btwIt/F4PNTX13P69GnL8ft/13Tq1ClWr17NxIkTiY2NxePxsGHDBjo7Oy39+f1+bDYbbW1tBAIBEhMTsdvt/PbbbwOe92gGWseFCxcoLCzE7XbzwAMP8Nhjj/H9999H5G1vbycQCDB+/HgcDgc+n4/jx4+TnZ2Nx+MJt7PZbJw+fZr6+nrLXP3666+WfM3NzSxZsgSn08mYMWN4+umn+fPPP+/KHIiIyMiir69FRGREMcbQ0tICgMvlAmDTpk2UlZWxaNEiSktLGTVqFPv37ycvL4/333+fl156yZLj2LFjfPbZZzz//PPk5+f3q9/XXnuNnp4e1q1bx7Vr13j77bd54oknqKqq4rnnnmPNmjWsWrWK6upqiouLSUlJsezcf/XVVyxfvpzU1FTWr1/PuHHjaGhooLi4mBMnTvDpp58CN49Ub9y4kbNnz/LOO++EPz916lQAGhsb8fl8jB07lhdeeIFJkybR1NRERUUF3377LfX19dx///2W2hcsWMCECRPYvHkznZ2dOByOAc56pDupY+HChSQkJFBcXEx7ezs7duxgyZIltLa24nQ6Aeju7iYnJ4cTJ07g9/uZPXs2J0+eJCcnh3Hjxlny7dmzh6KiIlwuF2+88UY4npCQEP77999/Jzs7m2XLllFeXk5TUxM7d+7k4sWLHD58+D/Pg4iIjDBGRERkGKqrqzOAefPNN01bW5v566+/TFNTkykoKDCAmTNnjjHGmMbGRgOYjRs3RuR48sknjdPpNBcvXgzHAAOYI0eORLTfvXu3AUxdXV1EbObMmaa7uzscP3jwoAHMfffdZ44ePRqOd3d3mwkTJoTrM8aYrq4uk5iYaObNm2euX79u6XPHjh0Rfc6fP98kJydHnZeMjAyTnp5uGZMxxtTU1BjA7N69OxzLz883gFm1alXUXNH0znt5eflt291JHYWFhZa21dXVBjDBYDAcq6ysNIB56623LG1747fOS3Jyspk/f37UGpOTkw1g9u7da4m/+OKLBjDNzc23HaOIiMitdARdRESGtZKSEhISEnC73cyYMYNdu3axdOlSDhw4AMDHH3+MzWYjPz+fs2fPWl5Lly7l0qVLNDQ0WHLOmDGDnJycAdVRWFhIbGxs+HrevHkAeL1eZs2aFY7HxsYye/ZsTp06FY4dOXKEM2fO8Oyzz9LR0WGpcfHixQD92o398ccfOXnyJCtXrqS7u9uSp/cIfLQ8r7766oDGOlh1FBUVWa59Ph+AZa6++OILYmJiWLdunaVtQUEBY8aMGXCtSUlJrFix4n/2KyIi0h86gi4iIsPamjVryMvLw2azYbfbmTJliuUo8k8//YQxhkceeaTPHGfOnLFcT5kyZcB1PPzww5br+Ph4AFJSUiLaxsfH097ebqkRIBAI9LvGaHrzlJSUUFJS0u88dzLewajj1jkcP348gGWuWltbSUpKijgmHxsbS0pKCufPnx9Qrbf22Ve/IiIi/aEFuIiIDGtpaWm33a02xmCz2Th06FCfTzCfNm2a5Xr06NEDrqOv3P15aroxBoDy8nIyMzOjtklKSup3nvXr17No0aKobXq/GPi3OxnvYNTR11z15hsMt/v/DGa/IiIyPGkBLiIiI1paWhq1tbU89NBD4QeV/b9JS0sDwG639+vou81mu22emJiYAR+hv5sGsw6Px8M333zD5cuXLbvg169fp7W1lbFjx1ra9zVXIiIig0H3gIuIyIi2evVqAF5//XV6enoi3u/P0e7BtnDhQtxuN9u3b+fcuXMR73d1dXHp0qXwtcPh4Pz58xE7tDNnzmT69OkEg0HLT7D1unHjRtT8d9tg1pGbm0tPTw/vvfeeJf7BBx9w4cKFiPYOh2NIxiwiIgLaARcRkRHu0UcfZcuWLWzZsoXMzEzy8vJISkrijz/+oLGxka+//ppr167d0xrtdjtVVVU89dRTpKenEwgESE1NpaOjg+bmZmpqati/fz/Z2dkAzJkzhy+//JKXX36ZuXPnEhMTg8/nw+12s2fPHnw+HxkZGQQCAaZNm8aVK1doaWmhpqaGbdu24ff7/3PNoVCIq1evRsRdLhdr164dtDoKCgrYuXMnmzZtoqWlJfwzZNXV1aSmplp+Mx1uztWHH37I5s2bmTp1KqNGjSI3Nxe73X6nQxcREemTFuAiIjLilZSUMGvWLCoqKnj33Xfp7OzE7XYzffp0Kioq7nV5wM1d8KNHj7J9+3Y++ugj2traiI+PZ/LkybzyyitkZGSE2xYVFfHLL7+wb98+gsEgf//9N3V1dbjdbjIzMzl+/Djbtm3j888/JxgM4nQ68Xg8+P1+Hn/88btSb21tLbW1tRHx9PR01q5dO2h1xMXFEQqF2LBhAwcPHqS6uhqv10soFKKgoIArV65Y2peVlXHu3DkqKyvp6OjAGENra6sW4CIiMihsRk8QERERkWGup6cHl8uF1+uN+sWAiIjIUNA94CIiIjKsdHV1RcSCwSAdHR0sWLDgHlQkIiJyk3bARUREZFh55plnuHr1KnPnziUuLo6GhgY++eQTJk+ezA8//IDT6bzXJYqIyAilBbiIiIgMK1VVVVRWVvLzzz9z+fJlEhMTWbx4MaWlpSQmJt7r8kREZATTAlxERERERERkCOgecBEREREREZEhoAW4iIiIiIiIyBDQAlxERERERERkCGgBLiIiIiIiIjIEtAAXERERERERGQJagIuIiIiIiIgMAS3ARURERERERIaAFuAiIiIiIiIiQ+AfB+teYqEEw6wAAAAASUVORK5CYII=",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Perimeter Analysis\n",
+ "perimeter_stats = hotspot_gdf['Shape_Length'].describe()\n",
+ "\n",
+ "# Histogram for perimeter lengths\n",
+ "plt.figure(figsize=(12, 6))\n",
+ "sns.histplot(hotspot_gdf['Shape_Length'], bins=30, kde=True, color='orange')\n",
+ "plt.title('Distribution of Biodiversity Hotspot Perimeters', fontsize=15)\n",
+ "plt.xlabel('Perimeter Length', fontsize=13)\n",
+ "plt.ylabel('Frequency', fontsize=13)\n",
+ "plt.grid(True)\n",
+ "\n",
+ "perimeter_stats"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "37a41d41",
+ "metadata": {},
+ "source": [
+ "The histograms and summary statistics provide insights into the area sizes and perimeter lengths of the biodiversity hotspots:\n",
+ "\n",
+ "#### Area Analysis:\n",
+ "\n",
+ "The mean area size is approximately 150.46, but the standard deviation is quite high (approximately 280.34), indicating a wide range of area sizes.\n",
+ "The largest hotspot area is significantly larger (approximately 1909.52) than the mean, suggesting the presence of outliers with exceptionally large areas.\n",
+ "#### Perimeter Analysis:\n",
+ "\n",
+ "The mean perimeter length is approximately 227.53, with a high standard deviation (approximately 148.47), indicating a wide distribution of perimeter sizes.\n",
+ "The maximum perimeter length is around 681.82, which is significantly larger than the mean, pointing to the presence of hotspots with exceptionally long perimeters.\n",
+ "The histograms show that both area sizes and perimeter lengths are right-skewed, meaning there are a few hotspots with exceptionally large areas and perimeters, while most hotspots are relatively smaller."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "800e4a4d",
+ "metadata": {},
+ "source": [
+ "### What are the different types of areas (e.g., \"hotspot area\", \"outer limit\") and how frequent is each?"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "6da82fda",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Type\n",
+ "hotspot area 36\n",
+ "outer limit 17\n",
+ "Name: count, dtype: int64"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "dominant_type = hotspot_gdf.groupby('geometry')['Type'].agg(lambda x: x.value_counts().index[0]).reset_index()\n",
+ "\n",
+ "# Create a GeoDataFrame from the aggregated data\n",
+ "dominant_type_gdf = gpd.GeoDataFrame(dominant_type)\n",
+ "\n",
+ "# Choropleth map\n",
+ "fig, ax = plt.subplots(1, 1, figsize=(15, 15))\n",
+ "dominant_type_gdf.plot(column='Type', ax=ax, legend=True, cmap='tab20c')\n",
+ "ax.set_title('Dominant Biodiversity Hotspot Types', fontsize=15)\n",
+ "\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "76ca98fb",
+ "metadata": {},
+ "source": [
+ "### observations\n",
+ "In the graph above,\" the \"hotspot area\" type is considerably more frequent, almost triple in frequency compared to the \"outer limit\" type. This indicates a dominant presence of areas specifically identified as biodiversity hotspots, whereas areas classified as the outer limits of these hotspots are notably less common."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bb0ab322",
+ "metadata": {},
+ "source": [
+ "## Spatial Relationships and Patterns\n",
+ "\n",
+ "In this section, we perform a spatial autocorrelation analysis using Moran's I statistic to understand if hotspots are geographically clustered or dispersed randomly."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "69955b43",
+ "metadata": {},
+ "source": [
+ "### Calculate Spatial Weights\n",
+ "Spatial weights are a critical component in spatial analysis, defining the spatial structure of your data. Here, we'll use queen contiguity weights, but other options are available."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "5dc4ea12",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "('WARNING: ', 6, ' is an island (no neighbors)')\n",
+ "('WARNING: ', 8, ' is an island (no neighbors)')\n",
+ "('WARNING: ', 17, ' is an island (no neighbors)')\n",
+ "('WARNING: ', 21, ' is an island (no neighbors)')\n",
+ "('WARNING: ', 40, ' is an island (no neighbors)')\n"
+ ]
+ }
+ ],
+ "source": [
+ "w_queen = Queen.from_dataframe(hotspot_gdf)\n",
+ "w_queen.transform = 'r' # row-standardize the weights\n",
+ "\n",
+ "# Access the weights matrix and fill the diagonal\n",
+ "w_queen.sparse.setdiag(0)\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "3f82d24b",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Moran's I (Area): -0.136417384752368, p-value: 0.074\n",
+ "Moran's I (Perimeter): 0.5008649131031436, p-value: 0.002\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Calculate Moran's I for area sizes\n",
+ "moran_area = Moran(hotspot_gdf['Shape_Area'], w_queen)\n",
+ "\n",
+ "# Calculate Moran's I for perimeter lengths\n",
+ "moran_perimeter = Moran(hotspot_gdf['Shape_Length'], w_queen)\n",
+ "\n",
+ "# Print the results\n",
+ "print(f\"Moran's I (Area): {moran_area.I}, p-value: {moran_area.p_sim}\")\n",
+ "print(f\"Moran's I (Perimeter): {moran_perimeter.I}, p-value: {moran_perimeter.p_sim}\")\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1a84f8ab",
+ "metadata": {},
+ "source": [
+ "* Moran's I (Area): -0.136417384752368, p-value: 0.063\n",
+ "\n",
+ "The Moran's I value is negative, indicating that the areas are generally dissimilar to their neighbors. In other words, there's a tendency for dissimilar values to be located near each other, suggesting a dispersed pattern.\n",
+ "The p-value is 0.063, which is just above the commonly used significance threshold of 0.05. This means that while there's some evidence to suggest the observed pattern may not be due to random chance, it's not strong enough to be statistically significant (at the 0.05 level). However, depending on the context and the field of study, this p-value might be considered marginally significant, indicating a trend worth exploring further.\n",
+ "* Moran's I (Perimeter): 0.5008649131031436, p-value: 0.002\n",
+ "\n",
+ "The Moran's I value is positive and quite high, indicating that the perimeters are generally similar to their neighbors. This suggests a clustered pattern, where similar values are located near each other.\n",
+ "The p-value is 0.002, which is well below the 0.05 threshold, indicating that the observed spatial autocorrelation is very unlikely to be due to random chance and is statistically significant.\n",
+ "In summary, the variable \"Perimeter\" exhibits a significant, positive spatial autocorrelation, indicating a tendency for clustering, while \"Area\" shows a negative, but not statistically significant (at the 0.05 level), spatial autocorrelation, suggesting a trend towards dispersion. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "0110e5fe",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Create a Moran Scatterplot for the 'Shape_Area' column\n",
+ "fig, ax = plt.subplots(figsize=(10, 6))\n",
+ "moran_scatterplot(moran_area, ax=ax)\n",
+ "plt.show()\n",
+ "\n",
+ "# Create a Moran Scatterplot for the 'Shape_Length' column\n",
+ "fig, ax = plt.subplots(figsize=(10, 6))\n",
+ "moran_scatterplot(moran_perimeter, ax=ax)\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8b1a572f",
+ "metadata": {},
+ "source": [
+ "#### moran_area\n",
+ "The Moran Scatterplot shows a slight negative spatial autocorrelation with a Moran's I value of -0.14. This means that, on average, areas with high values tend to be near areas with low values and vice versa. The trend line and the distribution of the data points across the four quadrants further reinforce this interpretation. However, the value is relatively close to zero, indicating that the spatial pattern is only slightly non-random.\n",
+ "\n",
+ "#### moran_perimeter\n",
+ "The Moran Scatterplot displays a Moran's I value of 0.5, indicating a moderate positive spatial autocorrelation. This means that areas with similar attribute values tend to be located near each other. The upward-sloping trend line and the distribution of data points, primarily in the top right and bottom left quadrants, support this interpretation. This suggests that locations with high values are generally surrounded by neighbors with high values, and areas with low values are typically adjacent to areas with similar low values."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8c759026",
+ "metadata": {},
+ "source": [
+ "## Soil"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "bbe427b8",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Basic Map Visualization\n",
+ "world = gpd.read_file(gpd.datasets.get_path('naturalearth_lowres'))\n",
+ "\n",
+ "# Plot the world map\n",
+ "fig, ax = plt.subplots(1, 1, figsize=(15, 20))\n",
+ "world.boundary.plot(ax=ax, linewidth=1, color='black')\n",
+ "\n",
+ "# Plot the soil resources\n",
+ "soil_gdf.plot(ax=ax, cmap='tab20b', legend=True)\n",
+ "plt.title('Geographical Distribution of World Soil Resources', fontsize=15)\n",
+ "plt.xlabel('Longitude', fontsize=13)\n",
+ "plt.ylabel('Latitude', fontsize=13)\n",
+ "plt.grid(False)\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4343bf21",
+ "metadata": {},
+ "source": [
+ "The map above illustrates the geographical distribution of different soil types across the world. Each color represents a unique soil type as per the \"SNAME\" and \"IPCC\" classifications."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "380c3459",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Descriptive Analysis - Frequency of each soil type\n",
+ "\n",
+ "# Count the frequency of each soil type based on 'IPCC'\n",
+ "ipcc_counts = soil_gdf['IPCC'].value_counts()\n",
+ "\n",
+ "# Visualization\n",
+ "fig, axs = plt.subplots(1, 1, figsize=(15, 12))\n",
+ "\n",
+ "# Bar chart for 'IPCC' distribution\n",
+ "ipcc_counts.plot(kind='bar', color='lightgreen')\n",
+ "axs.set_title('Distribution of Soil Types (IPCC)', fontsize=15)\n",
+ "axs.set_xlabel('Soil Type', fontsize=13)\n",
+ "axs.set_ylabel('Frequency', fontsize=13)\n",
+ "axs.grid(False)\n",
+ "\n",
+ "plt.tight_layout()\n",
+ "plt.show()\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "092e9cd3",
+ "metadata": {},
+ "source": [
+ "### Soil biodiversity Spatial Analysis\n",
+ "#### Spatial joins"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "9e9551e1",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ " Biodiversity Hotspot Unique Soil Types\n",
+ "21 Mesoamerica 13\n",
+ "20 Mediterranean Basin 13\n",
+ "32 Tropical Andes 12\n",
+ "26 North American Coastal Plain 12\n",
+ "9 Eastern Afromontane 12\n",
+ "0 Atlantic Forest 11\n",
+ "6 Chilean Winter Rainfall and Valdivian Forests 10\n",
+ "14 Indo-Burma 10\n",
+ "13 Horn of Africa 9\n",
+ "19 Maputaland-Pondoland-Albany 8\n",
+ "15 Irano-Anatolian 8\n",
+ "18 Madrean Pine-Oak Woodlands 8\n",
+ "5 Cerrado 8\n",
+ "4 Caucasus 8\n",
+ "3 Caribbean Islands 8\n",
+ "31 Sundaland 7\n",
+ "7 Coastal Forests of Eastern Africa 7\n",
+ "11 Guinean Forests of West Africa 7\n",
+ "12 Himalaya 6\n",
+ "33 Tumbes-Choco-Magdalena 6\n",
+ "25 New Zealand 6\n",
+ "29 Southwest Australia 5\n",
+ "34 Wallacea 5\n",
+ "2 Cape Floristic Region 5\n",
+ "1 California Floristic Province 5\n",
+ "22 Mountains of Central Asia 5\n",
+ "23 Mountains of Southwest China 5\n",
+ "30 Succulent Karoo 5\n",
+ "35 Western Ghats and Sri Lanka 4\n",
+ "17 Madagascar and the Indian Ocean Islands 4\n",
+ "10 Forests of East Australia 4\n",
+ "27 Philippines 3\n",
+ "16 Japan 3\n",
+ "8 East Melanesian Islands 3\n",
+ "28 Polynesia-Micronesia 1\n",
+ "24 New Caledonia 1\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Spatial join\n",
+ "overlay = gpd.sjoin(hotspot_gdf, soil_gdf, how=\"inner\", op='intersects')\n",
+ "\n",
+ "# Group by biodiversity hotspot name and count unique soil types\n",
+ "soil_diversity_in_hotspots = overlay.groupby('NAME')['SNAME'].nunique().reset_index()\n",
+ "soil_diversity_in_hotspots.columns = ['Biodiversity Hotspot', 'Unique Soil Types']\n",
+ "soil_diversity_in_hotspots = soil_diversity_in_hotspots.sort_values(by='Unique Soil Types', ascending=False)\n",
+ "\n",
+ "# Display results\n",
+ "print(soil_diversity_in_hotspots)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "ee722d4e",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.figure(figsize=(15, 10))\n",
+ "plt.barh(soil_diversity_in_hotspots['Biodiversity Hotspot'], soil_diversity_in_hotspots['Unique Soil Types'], color='skyblue')\n",
+ "plt.xlabel('Number of Unique Soil Types')\n",
+ "plt.title('Soil Diversity in Biodiversity Hotspots')\n",
+ "plt.gca().invert_yaxis() \n",
+ "plt.tight_layout()\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3b4eb916",
+ "metadata": {},
+ "source": [
+ "### Observations\n",
+ "The graph showcases the \"Soil Diversity in Biodiversity Hotspots\" by presenting the number of unique soil types across various regions:\n",
+ "\n",
+ "* \"Mesoamerica\" stands out with the highest soil diversity, having over 10 unique soil types.\n",
+ "* Several regions such as the \"Mediterranean Basin,\" \"Tropical Andes,\" and \"North American Coastal Plain\" also display high soil diversity, each approaching 10 unique types.\n",
+ "* On the contrary, regions like \"East Melanesian Islands,\" \"Polynesia-Micronesia,\" and \"New Caledonia\" have the least soil diversity, with fewer than 3 unique soil types.\n",
+ "* Most of the hotspots lie in the middle range, having between 5 to 8 unique soil types.\n",
+ "\n",
+ "\n",
+ "This distribution indicates varying ecological complexities across these biodiversity hotspots. While some areas may present diverse habitats due to the richness in soil types, others might have specialized niches because of more limited soil diversity."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "c63e1b0b",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Drop the existing 'Hotspot_Count' column if it exists\n",
+ "if 'Hotspot_Count' in soil_gdf.columns:\n",
+ " mapped_climate = mapped_climate.drop(columns=['Hotspot_Count'])\n",
+ " \n",
+ "# Aggregate and count the number of hotspots in each soil zone\n",
+ "hotspot_counts_by_soil = overlay.groupby('IPCC').size()\n",
+ "hotspot_counts_by_soil.name = 'Hotspot_Count' \n",
+ "\n",
+ "# Merge the counts back into the climate GeoDataFrame\n",
+ "soil_gdf = soil_gdf.merge(hotspot_counts_by_soil, left_on='IPCC', right_index=True, how='left').fillna(0) \n",
+ "\n",
+ "# Plotting\n",
+ "fig, ax = plt.subplots(figsize=(15, 15))\n",
+ "soil_gdf.plot(column='Hotspot_Count', cmap='YlOrBr', legend=True, ax=ax)\n",
+ "hotspot_gdf.plot(ax=ax, color='blue', markersize=10, label='Biodiversity Hotspots')\n",
+ "plt.title('Biodiversity Hotspots in soil Zones')\n",
+ "plt.xlabel('Longitude')\n",
+ "plt.ylabel('Latitude')\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5e5ec982",
+ "metadata": {},
+ "source": [
+ "### Observations\n",
+ "The map illustrates \"Biodiversity Hotspots in Soil Zones\" on a global scale:\n",
+ "\n",
+ "The color gradient, ranging from pale yellow to deep brown, represents the intensity of soil biodiversity within a particular area. Darker shades indicate zones with higher soil biodiversity, while lighter shades represent lower biodiversity.\n",
+ "\n",
+ "Areas of high soil biodiversity are notably prevalent in parts of Central Africa, South America, the Himalayan region, and parts of Southeast Asia.\n",
+ "\n",
+ "Conversely, vast stretches of land, including deserts, the polar regions, and parts of North America and Eurasia, show minimal soil biodiversity.\n",
+ "\n",
+ "The deep blue regions, which primarily appear in oceanic zones, likely represent areas where data is not available or are not applicable.\n",
+ "\n",
+ "This global overview underlines the varying concentrations of soil biodiversity, which can be pivotal for ecosystem services, agriculture, and conservation planning. The regions with high soil biodiversity may harbor unique and diverse species that play critical roles in nutrient cycling, soil structure, and overall ecosystem health."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ff5cfabd",
+ "metadata": {},
+ "source": [
+ "## Climate"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "d5f79f86",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "soil_climate_counts.plot(kind='bar')\n",
+ "plt.title('Number of Soil Types per Climate Zone')\n",
+ "plt.xlabel('Climate Zone')\n",
+ "plt.ylabel('Number of Soil Types')\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "29bc2d19",
+ "metadata": {},
+ "source": [
+ "### Observations\n",
+ "The \"Boreal, dry\" climate zone stands out with the highest number of soil types, approaching 4000.\n",
+ "\n",
+ "Following this, \"Boreal, moist\" and \"Warm temperate, moist\" have considerable numbers of soil types, each surpassing 3000.\n",
+ "\n",
+ "The climate zones \"Cool temperate, dry,\" \"Not Defined,\" and \"Warm temperate, dry\" exhibit a moderate range of soil diversity, each with values between 1500 to 2500.\n",
+ "\n",
+ "\"Polar, dry,\" \"Tropical, dry,\" \"Tropical, moist,\" and \"Tropical, wet\" have similar counts, with each showcasing between 1000 to 2000 soil types.\n",
+ "\n",
+ "\"Cool temperate, moist\" and \"Tropical montane\" represent the lower end of the spectrum, with less than 1000 soil types.\n",
+ "\n",
+ "In summary, boreal climates, particularly the dry variant, possess the most diverse range of soils. In contrast, cool temperate and tropical montane regions exhibit comparatively limited soil diversity. The data underscores the intricate relationship between climate and soil formation, with certain climates fostering a wider array of soil types."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5e78751d",
+ "metadata": {},
+ "source": [
+ "### Area Calculation"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "id": "1ec1e3b6",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "CLASS_NAME\n",
+ "Boreal Dry 0.000617\n",
+ "Boreal Moist 0.002313\n",
+ "Cool Temperate Dry 0.001418\n",
+ "Cool Temperate Moist 0.001538\n",
+ "Not Defined 0.049430\n",
+ "Polar Dry 0.000394\n",
+ "Polar Moist 0.001735\n",
+ "Tropical Dry 0.002684\n",
+ "Tropical Moist 0.001470\n",
+ "Tropical Montane 0.000623\n",
+ "Tropical Wet 0.000771\n",
+ "Warm Temperate Dry 0.001263\n",
+ "Warm Temperate Moist 0.000543\n",
+ "Name: area_km2, dtype: float64\n"
+ ]
+ }
+ ],
+ "source": [
+ "mapped_climate['area_km2'] = mapped_climate['geometry'].area / 10**6\n",
+ "total_area_by_zone = mapped_climate.groupby('CLASS_NAME').area_km2.sum()\n",
+ "print(total_area_by_zone)\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ceb8508b",
+ "metadata": {},
+ "source": [
+ "### Spatial Analysis\n",
+ "* overlay the biodiversity hotspots data on the climate zones map to see how they coincide.\n",
+ "* Hotspot Analysis in Climate Context: Analyze the distribution of biodiversity hotspots across different climate zones. This involves checking how many hotspots are present in each climate zone and their proportion.\n",
+ "* Spatial Correlation Analysis: Investigate if certain climate zones have a higher number of biodiversity hotspots, indicating a possible correlation between climate conditions and biodiversity."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b653a4a4",
+ "metadata": {},
+ "source": [
+ "#### overlay the biodiversity hotspots data on the climate zones map to see how they coincide."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "id": "4b956c32",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "EPSG:4326\n",
+ "EPSG:4326\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Check the CRS for both datasets\n",
+ "print(hotspot_gdf.crs)\n",
+ "print(mapped_climate.crs)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 31,
+ "id": "dd424c82",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Overlay of Biodiversity Hotspots on Climate Zones\n",
+ "fig, ax = plt.subplots(1, 1, figsize=(15, 20))\n",
+ "world.boundary.plot(ax=ax, linewidth=1, color='black')\n",
+ "\n",
+ "\n",
+ "# Plot the climate zones\n",
+ "mapped_climate.plot(column='CLASS_NAME', ax=ax, cmap='tab20c', legend=True, \n",
+ " legend_kwds={'title': \"Climate Zones by CLASS_NAME\"})\n",
+ "\n",
+ "# Overlay the biodiversity hotspots\n",
+ "hotspot_gdf.plot(ax=ax, facecolor='none', edgecolor='yellow', linewidth=2, label='Biodiversity Hotspots')\n",
+ "\n",
+ "plt.title('Overlay of Biodiversity Hotspots on IPCC Climate Zones', fontsize=15)\n",
+ "plt.xlabel('Longitude', fontsize=13)\n",
+ "plt.ylabel('Latitude', fontsize=13)\n",
+ "plt.legend()\n",
+ "plt.grid(False)\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a0e00314",
+ "metadata": {},
+ "source": [
+ "### Observations\n",
+ "Biodiversity Hotspots: These are highlighted by yellow outlines, often enclosing regions with high levels of endemic species and significant habitat loss. Notable hotspots are visible in:\n",
+ "\n",
+ "The western coast of North and Central America.\n",
+ "Regions within South America, particularly around the Andes and the Atlantic Forest region.\n",
+ "Parts of southern and eastern Africa.\n",
+ "The Western Ghats in India.\n",
+ "Parts of Southeast Asia and Oceania.\n",
+ "Eastern Australia.\n",
+ "IPCC Climate Zones: Different colors represent various climate zones. Without a legend, exact identification of each zone is challenging, but we can infer general patterns:\n",
+ "\n",
+ "The orange/brown that dominates much of the map could represent arid or desert climates.\n",
+ "The green shades, especially concentrated in the Amazon basin, central Africa, and Southeast Asia, likely signify tropical climates.\n",
+ "Blue and light blue in regions like the Andes, Himalayas, and other mountainous areas could represent montane or alpine climates.\n",
+ "The gray and purple hues in the northern parts of North America, Europe, and Asia might signify temperate or polar climates.\n",
+ "Overlap: Biodiversity hotspots tend to overlap with specific climate zones, suggesting a potential correlation between biodiversity and certain climates. For instance:\n",
+ "\n",
+ "The tropical rainforests of the Amazon, Central Africa, and Southeast Asia, denoted by green, have clear hotspots, emphasizing the rich biodiversity in these regions.\n",
+ "Mountainous regions, like the Andes and the Himalayas, also show overlaps with hotspots, highlighting the unique biodiversity found in montane environments.\n",
+ "In summary, the map provides a compelling visual representation of the relationship between biodiversity hotspots and various climate zones. It underscores the significance of certain climates, especially tropical and montane zones, in hosting and supporting rich biodiversity. This overlay is crucial for conservationists and policymakers, as it identifies critical regions that require focused conservation efforts.\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d6407a1f",
+ "metadata": {},
+ "source": [
+ "#### Hotspot Analysis in Climate Context: Analyze the distribution of biodiversity hotspots across different climate zones. This involves checking how many hotspots are present in each climate zone and their proportion."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "id": "33c2b155",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "gdf_hotspots_in_climate = gpd.sjoin(hotspot_gdf, mapped_climate, how=\"inner\", op='intersects')\n",
+ "\n",
+ "hotspot_counts_by_climate = gdf_hotspots_in_climate.groupby('CLASS_NAME').size()\n",
+ "\n",
+ "hotspot_counts_by_climate.plot(kind='bar')\n",
+ "plt.title('Number of Biodiversity Hotspots per Climate Zone')\n",
+ "plt.xlabel('Climate Zone')\n",
+ "plt.ylabel('Number of Biodiversity Hotspots')\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "05150440",
+ "metadata": {},
+ "source": [
+ "### Observations\n",
+ "\n",
+ "Boreal dry zones have the highest biodiversity hotspots, which may seem counterintuitive given the often-cold nature of boreal regions. This could be due to a variety of reasons, including the vastness of boreal forests or unique ecological niches present.\n",
+ "\n",
+ "Montane regions, irrespective of whether they are tropical or temperate, tend to have a higher number of biodiversity hotspots. This could be due to the diverse range of habitats and microclimates that mountains provide.\n",
+ "\n",
+ "Polar regions have the fewest biodiversity hotspots, which is expected given the extreme conditions and limited variety of species that can thrive there.\n",
+ "\n",
+ "Overall, this chart provides a comprehensive overview of how biodiversity hotspots are distributed across different climate zones, offering crucial insights for conservation and ecological studies.\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "364f7aac",
+ "metadata": {},
+ "source": [
+ "#### Spatial Autocorrelation"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 33,
+ "id": "174d0f2d",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Drop the existing 'Hotspot_Count' column if it exists\n",
+ "if 'Hotspot_Count' in mapped_climate.columns:\n",
+ " mapped_climate = mapped_climate.drop(columns=['Hotspot_Count'])\n",
+ "\n",
+ "# Aggregate and count the number of hotspots in each climate zone\n",
+ "hotspot_counts_by_climate = gdf_hotspots_in_climate.groupby('CLASS_NAME').size()\n",
+ "hotspot_counts_by_climate.name = 'Hotspot_Count' \n",
+ "\n",
+ "# Merge the counts back into the climate GeoDataFrame\n",
+ "mapped_climate = mapped_climate.merge(hotspot_counts_by_climate, left_on='CLASS_NAME', right_index=True, how='left').fillna(0) \n",
+ "\n",
+ "# Plotting\n",
+ "fig, ax = plt.subplots(figsize=(15, 15))\n",
+ "mapped_climate.plot(column='Hotspot_Count', cmap='OrRd', legend=True, ax=ax)\n",
+ "hotspot_gdf.plot(ax=ax, color='blue', markersize=10, label='Biodiversity Hotspots')\n",
+ "plt.title('Biodiversity Hotspots in Climate Zones')\n",
+ "plt.xlabel('Longitude')\n",
+ "plt.ylabel('Latitude')\n",
+ "plt.show()\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f5f3b946",
+ "metadata": {},
+ "source": [
+ "### Observations\n",
+ "Prominent Hotspots: The Amazon basin, Congo basin, Western Ghats and Eastern Himalayas in India, Southeast Asia, and northeastern Australia stand out as biodiversity-rich areas.\n",
+ "\n",
+ "Island Biodiversity: Islands like Madagascar, the Caribbean, and those in Southeast Asia house unique ecosystems due to their isolation, making them hotspots.\n",
+ "\n",
+ "Moderate Biodiversity in North America: While much of North America has moderate levels, the western coastline, with its temperate rainforests, is a notable hotspot.\n",
+ "\n",
+ "Lower Biodiversity in Cold Climates: Northern Asia, Europe, and polar regions have fewer biodiversity hotspots due to harsher climates.\n",
+ "\n",
+ "Highlight: These hotspot regions are pivotal for conservation, indicating where global efforts and resources should be concentrated to protect our planet's rich biodiversity."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "2c509dbc",
+ "metadata": {},
+ "source": [
+ "## Conclusion"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e86a68cf",
+ "metadata": {},
+ "source": [
+ "The analysis successfully delved into the spatial relationships between soil, climate, and biodiversity. By examining datasets on soil types, climate zones, and biodiversity hotspots, the study revealed valuable patterns and correlations that could guide environmental policies and conservation strategies.\n",
+ "\n",
+ "#### Biodiversity Hotspot Patterns:\n",
+ "\n",
+ "Biodiversity hotspots exhibit spatial clustering in specific regions known for rich biodiversity, such as the Amazon basin, Central Africa, Southeast Asia, and Australia.\n",
+ "Hotspots are frequently located near water bodies, emphasizing the significance of aquatic ecosystems in supporting biodiversity.\n",
+ "The equatorial region, with its stable tropical climate, stands out as a high-density area for biodiversity hotspots.\n",
+ "Distribution of Soil Types: The spatial distribution of soil offers insights into various habitats and the potential species that can thrive. With regions like Mesoamerica and the Mediterranean Basin having a diverse range of soil types, it underscores the ecological richness of these areas.\n",
+ "\n",
+ "#### Climate Zone Implications:\n",
+ "\n",
+ "Biodiversity hotspots are not evenly distributed across different climate zones. Regions with stable, warm climates (like tropical zones) support more biodiversity compared to harsher, colder climates.\n",
+ "The spatial distribution of biodiversity hotspots within climate zones offers a roadmap for conservationists, indicating areas of high ecological importance.\n",
+ "#### Conservation Focus:\n",
+ "\n",
+ "Certain areas, such as the Amazon basin, Congo basin, and Western Ghats, among others, are pivotal for conservation efforts due to their rich biodiversity.\n",
+ "The findings highlight the need for focused conservation strategies in these regions to protect diverse ecosystems and the species they support.\n",
+ "General Observations: The spatial patterns of biodiversity hotspots relative to soil types and climate zones provide a holistic view of our planet's ecological richness. It is evident that while some areas are teeming with life and diversity, others, especially those impacted by urbanization, agriculture, or extreme climates, show gaps in biodiversity.\n",
+ "\n",
+ "In summary, this analysis offers a comprehensive understanding of the spatial patterns defining our environment. The insights derived can be instrumental in directing conservation efforts, shaping environmental policies, and fostering a better appreciation of the intricate relationships that exist in our natural world."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2b6abdb1",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "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": "3.11.2"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/Outreachy_Iyanujesu_2023/task_4_visualizations_prototype.ipynb b/Outreachy_Iyanujesu_2023/task_4_visualizations_prototype.ipynb
new file mode 100644
index 000000000..1ea7adce1
--- /dev/null
+++ b/Outreachy_Iyanujesu_2023/task_4_visualizations_prototype.ipynb
@@ -0,0 +1,1627 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "9fc5fd9f",
+ "metadata": {},
+ "source": [
+ "## Introduction\n",
+ "\n",
+ "The primary objective is to develop a prototype for a data visualization component. This component is designed to showcase the mapped relationships between various land attributes and the Sustainable Development Goals (SDGs). These visualizations are essential for understanding the intricate connections between environmental factors and global development goals. With a focus on biodiversity hotspots, climate zones, soil resources, and agroecological zones, this notebook aims to provide an in-depth visual exploration of these relationships."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "f7332c98",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import geopandas as gpd\n",
+ "import matplotlib.pyplot as plt\n",
+ "import folium\n",
+ "import ipywidgets as widgets\n",
+ "from IPython.display import display, clear_output\n",
+ "import warnings\n",
+ "warnings.filterwarnings(\"ignore\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "7d889af5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Load the datasets\n",
+ "world_soil_resources = gpd.read_file(\"Mapped_World_Soil_Resources.geojson\")\n",
+ "ipcc_climate_zone = gpd.read_file(\"Mapped_IPCC_ClimateZoneMap.geojson\")\n",
+ "ci_biodiversity = gpd.read_file(\"CI_BiodiversityHotspots_Mapped.geojson\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "9fcccb32",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "gaez_data = gpd.read_file(\"Downloads/Mapped_GlobalAgroEcologicalZones_GAEZ.geojson\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0a900fbf",
+ "metadata": {},
+ "source": [
+ "### Agroecological Zones Visualization\n",
+ "\n",
+ "Agroecological zones represent areas with similar agricultural potential and constraints, based on soil properties, climate, and terrain. These zones play a significant role in food production and security, aligning closely with several SDGs."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "6bc3f73e",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Set up the figure and axis\n",
+ "fig, ax = plt.subplots(figsize=(15, 10))\n",
+ "\n",
+ "# Plot the agroecological with SDG mapping as legend\n",
+ "mapped_gaez.plot(ax=ax, column='SDG_Mapping', legend=True, cmap='magma', legend_kwds={'bbox_to_anchor': (1, 1)})\n",
+ "\n",
+ "# Set title\n",
+ "ax.set_title(\"Agroecological and their associated SDGs\")\n",
+ "\n",
+ "# Remove axis for better visualization\n",
+ "ax.set_axis_off()\n",
+ "\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8c56339e",
+ "metadata": {},
+ "source": [
+ "### Biodiversity Hotspots Visualization\n",
+ "\n",
+ "Biodiversity hotspots are regions that combine high levels of endemism with severe threat due to significant habitat loss. Representing these areas visually provides insights into regions that are ecologically rich and under threat, and their relation to the SDGs - Life on Land and Life under Water."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "8ce34c13",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
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OBJECTID
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NAME
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+ "
Type
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Shape_Length
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Shape_Area
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SDG_Mapping
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geometry
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+ " \n",
+ " \n",
+ "
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0
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1
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Chilean Winter Rainfall and Valdivian Forests
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+ "
hotspot area
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+ "
200.706891
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+ "
40.754665
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+ "
SDG 15: Life on Land
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+ "
MULTIPOLYGON (((-74.59792 -46.92502, -74.61111...
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1
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2
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Chilean Winter Rainfall and Valdivian Forests
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outer limit
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+ "
191.174978
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+ "
186.085694
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SDG 15: Life on Land
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POLYGON ((-70.30946 -22.96028, -70.48596 -22.7...
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+ "
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+ "
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+ "
2
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+ "
3
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+ "
Cape Floristic Region
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+ "
hotspot area
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+ "
93.790123
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+ "
7.610383
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+ "
SDG 15: Life on Land
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+ "
MULTIPOLYGON (((23.08672 -34.07310, 23.08538 -...
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+ "
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3
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4
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Maputaland-Pondoland-Albany
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hotspot area
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+ "
49.631419
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+ "
25.366584
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+ "
SDG 15: Life on Land
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+ "
MULTIPOLYGON (((24.48767 -34.10045, 24.48800 -...
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+ "
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+ "
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+ "
4
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+ "
5
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+ "
New Caledonia
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+ "
hotspot area
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+ "
24.637100
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+ "
1.646954
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+ "
SDG 14: Life Below Water
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+ "
MULTIPOLYGON (((167.46053 -22.71228, 167.46161...
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+ "text/plain": [
+ " OBJECTID NAME Type \\\n",
+ "0 1 Chilean Winter Rainfall and Valdivian Forests hotspot area \n",
+ "1 2 Chilean Winter Rainfall and Valdivian Forests outer limit \n",
+ "2 3 Cape Floristic Region hotspot area \n",
+ "3 4 Maputaland-Pondoland-Albany hotspot area \n",
+ "4 5 New Caledonia hotspot area \n",
+ "\n",
+ " Shape_Length Shape_Area SDG_Mapping \\\n",
+ "0 200.706891 40.754665 SDG 15: Life on Land \n",
+ "1 191.174978 186.085694 SDG 15: Life on Land \n",
+ "2 93.790123 7.610383 SDG 15: Life on Land \n",
+ "3 49.631419 25.366584 SDG 15: Life on Land \n",
+ "4 24.637100 1.646954 SDG 14: Life Below Water \n",
+ "\n",
+ " geometry \n",
+ "0 MULTIPOLYGON (((-74.59792 -46.92502, -74.61111... \n",
+ "1 POLYGON ((-70.30946 -22.96028, -70.48596 -22.7... \n",
+ "2 MULTIPOLYGON (((23.08672 -34.07310, 23.08538 -... \n",
+ "3 MULTIPOLYGON (((24.48767 -34.10045, 24.48800 -... \n",
+ "4 MULTIPOLYGON (((167.46053 -22.71228, 167.46161... "
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "ci_biodiversity.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "09737acf",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Set up the figure and axis\n",
+ "fig, ax = plt.subplots(figsize=(15, 10))\n",
+ "\n",
+ "# Plot the hotspots with SDG mapping as legend\n",
+ "ci_biodiversity.plot(ax=ax, column='SDG_Mapping', legend=True, cmap='viridis', legend_kwds={'bbox_to_anchor': (1, 1)})\n",
+ "\n",
+ "# Set title\n",
+ "ax.set_title(\"Biodiversity Hotspots and their associated SDGs\")\n",
+ "\n",
+ "# Remove axis for better visualization\n",
+ "ax.set_axis_off()\n",
+ "\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e6918d46",
+ "metadata": {},
+ "source": [
+ "### Climate Zones Visualization\n",
+ "\n",
+ "Climate zones are areas with distinct climates, which can be classified based on patterns of temperature, humidity, air pressure, and other meteorological factors. Understanding these zones is crucial for various environmental and developmental initiatives aligned with the SDGs.\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "982e9f81",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "