{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "id": "mJyeKejDjOka" }, "outputs": [], "source": [ "import pandas as pd\n", "from IPython.display import Image, display\n", "import re\n", "\n", "df = pd.read_csv('data/steam_data.csv')\n", "del df['categories']\n", "del df['user_reviews']\n", "del df['all_reviews']\n", "del df['date']\n", "del df['publisher']\n", "del df['developer']\n", "del df['pegi']\n", "del df['price']\n", "del df['pegi_url']\n", "df.drop_duplicates(subset=['name'], keep='first', inplace=True)\n", "df.reset_index(drop=True, inplace=True)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "cd3pxqOXqzvm", "outputId": "12e4ec28-cdb5-43cb-ce5b-fc4b390892f3" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1197 https://steamcdn-a.akamaihd.net/steam/apps/10/...\n", "Name: img_url, dtype: object\n" ] } ], "source": [ "print(df.loc[df[\"name\"] == \"Counter-Strike\"][\"img_url\"])" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "id": "tgVwSH0Pjclo" }, "outputs": [], "source": [ "import json\n", "import pprint\n", "import pandas as pd\n", "import ast\n", "\n", "\n", "def show_image(index, df, info = {}):\n", " img_url = \"\"\n", " try:\n", " target_string = df.loc[df[\"name\"] == info[\"title\"]][\"img_url\"].values[0]\n", " result = re.search(r\"(.+.jpg)\", target_string)\n", " img_url = result.group(1)\n", " except:\n", " img_url = 'https://emresolutions.com/assets/imgs/no-image.jpg'\n", " print(str(index) + \".\")\n", " pprint.pprint(info)\n", " display(Image(img_url, width = 250))\n", "\n", "def get_results(fuzzy_similiarities, url_titles):\n", " for item in fuzzy_similiarities:\n", " print(\"==============Fuzzy Recommender==============\")\n", " print(\"Similiar to: \")\n", " show_image(0, df, info={\"title\": item[\"title\"], \"all_categorical\": item[\"all_categorical\"], \"price\": item[\"price\"]})\n", " for i in range(len(item[\"fuzzy_similiar\"])):\n", " show_image(i + 1, df=url_titles, info=item[\"fuzzy_similiar\"][i])\n", " print(\"==============================================\")\n", "\n", "def jaccard(list1, list2):\n", " intersection = len(list(set(list1).intersection(list2)))\n", " union = (len(list1) + len(list2)) - intersection\n", " return float(intersection) / union\n", "\n", "def get_eval_score(fuzzy_similiarities, url_titles):\n", " results_list = []\n", " scores_list = []\n", " games_count = len(fuzzy_similiarities)\n", " fuzzy_count = len(fuzzy_similiarities[0][\"fuzzy_similiar\"])\n", " for item in fuzzy_similiarities:\n", " for i in range(len(item[\"fuzzy_similiar\"])):\n", " l1 = ast.literal_eval(item[\"all_categorical\"])\n", " l2 = ast.literal_eval(item[\"fuzzy_similiar\"][i][\"all_categorical\"])\n", " score = jaccard(l1, l2)\n", " scores_list.append(score)\n", " res = {\"sel_game\": item[\"all_categorical\"],\n", " \"fuzzy_rec\": { \n", " \"fuzzy_game\": item[\"fuzzy_similiar\"][i][\"all_categorical\"],\n", " \"jaccard_tag_score\": score\n", " }}\n", " results_list.append(res)\n", " pprint.pprint(results_list, width=250, compact=1)\n", " print(f\"Avg Jaccard score for random {games_count} games and {fuzzy_count} recomendations for each game ({games_count * fuzzy_count} total): \" + str(sum(scores_list)/len(scores_list)))\n", "\n", "def parse_result_file(path=\"results/result.json\"):\n", " with open(path, encoding='utf-8') as fh:\n", " data_fuzzy = json.load(fh)\n", " return data_fuzzy\n", " " ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "10\n" ] } ], "source": [ "data_fuzzy = parse_result_file()\n", "print(len(data_fuzzy[\"results\"]))" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Evaluation baseline\n", "random 10 recommendations for 10 random games" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[{'fuzzy_rec': {'fuzzy_game': \"['casual', 'indie', 'single-player', 'strategy']\", 'jaccard_tag_score': 0.06666666666666667},\n", " 'sel_game': \"['free', 'in-app', 'massively', 'mmo', 'mmorpg', 'multi-player', 'multiplayer', 'online', 'play', 'purchases', 'single-player', 'to']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['adventure', 'controller', 'full', 'indie', 'single-player', 'support']\", 'jaccard_tag_score': 0.058823529411764705},\n", " 'sel_game': \"['free', 'in-app', 'massively', 'mmo', 'mmorpg', 'multi-player', 'multiplayer', 'online', 'play', 'purchases', 'single-player', 'to']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'adventure', 'cards', 'controller', 'full', 'indie', 'single-player', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.047619047619047616},\n", " 'sel_game': \"['free', 'in-app', 'massively', 'mmo', 'mmorpg', 'multi-player', 'multiplayer', 'online', 'play', 'purchases', 'single-player', 'to']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'cards', 'cloud', 'defense', 'indie', 'leaderboards', 'single-player', 'steam', 'strategy', 'tower', 'trading']\", 'jaccard_tag_score': 0.043478260869565216},\n", " 'sel_game': \"['free', 'in-app', 'massively', 'mmo', 'mmorpg', 'multi-player', 'multiplayer', 'online', 'play', 'purchases', 'single-player', 'to']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'action', 'cloud', 'controller', 'early', 'indie', 'massively', 'multi-player', 'multiplayer', 'online', 'partial', 'simulation', 'steam', 'strategy', 'support']\", 'jaccard_tag_score': 0.17391304347826086},\n", " 'sel_game': \"['free', 'in-app', 'massively', 'mmo', 'mmorpg', 'multi-player', 'multiplayer', 'online', 'play', 'purchases', 'single-player', 'to']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'co-op', 'controller', 'indie', 'leaderboards', 'multi-player', 'partial', 'single-player', 'steam', 'support']\", 'jaccard_tag_score': 0.09523809523809523},\n", " 'sel_game': \"['free', 'in-app', 'massively', 'mmo', 'mmorpg', 'multi-player', 'multiplayer', 'online', 'play', 'purchases', 'single-player', 'to']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'adventure', 'free', 'indie', 'play', 'simulation', 'single-player', 'to']\", 'jaccard_tag_score': 0.25},\n", " 'sel_game': \"['free', 'in-app', 'massively', 'mmo', 'mmorpg', 'multi-player', 'multiplayer', 'online', 'play', 'purchases', 'single-player', 'to']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'cloud', 'controller', 'indie', 'multi-player', 'partial', 'single-player', 'steam', 'support']\", 'jaccard_tag_score': 0.09523809523809523},\n", " 'sel_game': \"['free', 'in-app', 'massively', 'mmo', 'mmorpg', 'multi-player', 'multiplayer', 'online', 'play', 'purchases', 'single-player', 'to']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'adventure', 'cards', 'casual', 'controller', 'editor', 'includes', 'indie', 'level', 'partial', 'puzzle', 'single-player', 'steam', 'support', 'trading', 'vr', 'workshop']\",\n", " 'jaccard_tag_score': 0.03571428571428571},\n", " 'sel_game': \"['free', 'in-app', 'massively', 'mmo', 'mmorpg', 'multi-player', 'multiplayer', 'online', 'play', 'purchases', 'single-player', 'to']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'achievements', 'adventure', 'casual', 'cloud', 'early', 'indie', 'racing', 'simulation', 'single-player', 'stats', 'steam']\", 'jaccard_tag_score': 0.043478260869565216},\n", " 'sel_game': \"['free', 'in-app', 'massively', 'mmo', 'mmorpg', 'multi-player', 'multiplayer', 'online', 'play', 'purchases', 'single-player', 'to']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'casual', 'cloud', 'co-op', 'in-app', 'indie', 'multi-player', 'online', 'purchases', 'simulation', 'single-player', 'sports', 'steam', 'strategy']\", 'jaccard_tag_score': 0.15384615384615385},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'indie', 'partial', 'platformer', 'rpg', 'screen', 'shared/split', 'single-player', 'stats', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['&', 'adventure', 'click', 'hidden', 'object', 'point', 'single-player']\", 'jaccard_tag_score': 0.09523809523809523},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'indie', 'partial', 'platformer', 'rpg', 'screen', 'shared/split', 'single-player', 'stats', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['adventure', 'casual', 'indie', 'single-player']\", 'jaccard_tag_score': 0.17647058823529413},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'indie', 'partial', 'platformer', 'rpg', 'screen', 'shared/split', 'single-player', 'stats', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'cards', 'casual', 'indie', 'simulation', 'single-player', 'steam', 'trading']\", 'jaccard_tag_score': 0.3333333333333333},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'indie', 'partial', 'platformer', 'rpg', 'screen', 'shared/split', 'single-player', 'stats', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['adventure', 'casual', 'indie', 'rpg', 'single-player']\", 'jaccard_tag_score': 0.23529411764705882},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'indie', 'partial', 'platformer', 'rpg', 'screen', 'shared/split', 'single-player', 'stats', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'cards', 'casual', 'controller', 'indie', 'leaderboards', 'partial', 'screen', 'shared/split', 'single-player', 'steam', 'support', 'trading']\",\n", " 'jaccard_tag_score': 0.7222222222222222},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'indie', 'partial', 'platformer', 'rpg', 'screen', 'shared/split', 'single-player', 'stats', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['&', 'casual', 'click', 'cloud', 'family', 'friendly', 'point', 'single-player', 'steam']\", 'jaccard_tag_score': 0.08695652173913043},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'indie', 'partial', 'platformer', 'rpg', 'screen', 'shared/split', 'single-player', 'stats', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'in-app', 'indie', 'multi-player', 'online', 'purchases', 'single-player', 'strategy']\", 'jaccard_tag_score': 0.14285714285714285},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'indie', 'partial', 'platformer', 'rpg', 'screen', 'shared/split', 'single-player', 'stats', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'cloud', 'dark', 'indie', 'rich', 'single-player', 'steam', 'story']\", 'jaccard_tag_score': 0.2},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'indie', 'partial', 'platformer', 'rpg', 'screen', 'shared/split', 'single-player', 'stats', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'adventure', 'gore', 'indie', 'simulation', 'single-player', 'steam', 'strategy', 'violent']\", 'jaccard_tag_score': 0.25},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'indie', 'partial', 'platformer', 'rpg', 'screen', 'shared/split', 'single-player', 'stats', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['anime', 'cards', 'indie', 'simulation', 'single-player', 'steam', 'trading']\", 'jaccard_tag_score': 0.0}, 'sel_game': \"['available', 'captions', 'education', 'vr']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'casual', 'free', 'indie', 'play', 'simulation', 'single-player', 'steam', 'strategy', 'to']\", 'jaccard_tag_score': 0.0}, 'sel_game': \"['available', 'captions', 'education', 'vr']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['casual', 'indie', 'simulation', 'single-player', 'strategy']\", 'jaccard_tag_score': 0.0}, 'sel_game': \"['available', 'captions', 'education', 'vr']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['adventure', 'indie', 'puzzle', 'single-player']\", 'jaccard_tag_score': 0.0}, 'sel_game': \"['available', 'captions', 'education', 'vr']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['casual', 'indie', 'multi-player', 'simulation', 'single-player']\", 'jaccard_tag_score': 0.0}, 'sel_game': \"['available', 'captions', 'education', 'vr']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'casual', 'co-op', 'controller', 'free', 'full', 'indie', 'local', 'multi-player', 'play', 'screen', 'shared/split', 'single-player', 'steam', 'support', 'to']\", 'jaccard_tag_score': 0.0},\n", " 'sel_game': \"['available', 'captions', 'education', 'vr']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'casual', 'indie', 'leaderboards', 'single-player', 'steam']\", 'jaccard_tag_score': 0.0}, 'sel_game': \"['available', 'captions', 'education', 'vr']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'casual', 'co-op', 'online', 'single-player', 'steam', 'zombies']\", 'jaccard_tag_score': 0.0}, 'sel_game': \"['available', 'captions', 'education', 'vr']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['adventure', 'cards', 'cloud', 'indie', 'rpg', 'single-player', 'steam', 'strategy', 'trading']\", 'jaccard_tag_score': 0.0}, 'sel_game': \"['available', 'captions', 'education', 'vr']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'controller', 'full', 'indie', 'leaderboards', 'local', 'multi-player', 'multiplayer', 'single-player', 'sports', 'stats', 'steam', 'support']\", 'jaccard_tag_score': 0.0},\n", " 'sel_game': \"['available', 'captions', 'education', 'vr']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'cloud', 'indie', 'rpg', 'rpgmaker', 'single-player', 'steam']\", 'jaccard_tag_score': 0.3333333333333333},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'local', 'multi-player', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'early', 'leaderboards', 'multi-player', 'online', 'racing', 'steam']\", 'jaccard_tag_score': 0.17647058823529413},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'local', 'multi-player', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'cards', 'controller', 'indie', 'leaderboards', 'partial', 'platformer', 'single-player', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.3157894736842105},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'local', 'multi-player', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['casual', 'indie', 'single-player']\", 'jaccard_tag_score': 0.06666666666666667},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'local', 'multi-player', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'controller', 'indie', 'partial', 'single-player', 'steam', 'support']\", 'jaccard_tag_score': 0.29411764705882354},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'local', 'multi-player', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'cards', 'cloud', 'co-op', 'indie', 'multi-player', 'single-player', 'steam', 'strategy', 'trading']\", 'jaccard_tag_score': 0.6},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'local', 'multi-player', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'cards', 'cloud', 'co-op', 'controller', 'full', 'indie', 'leaderboards', 'local', 'multi-player', 'online', 'platformer', 'screen', 'shared/split', 'single-player', 'steam', 'support', \"\n", " \"'trading']\",\n", " 'jaccard_tag_score': 0.45454545454545453},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'local', 'multi-player', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'bullet', 'cards', 'cloud', 'controller', 'full', 'hell', 'indie', 'leaderboards', 'local', 'multi-player', 'single-player', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.45},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'local', 'multi-player', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'casual', 'indie', 'single-player', 'steam']\", 'jaccard_tag_score': 0.2},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'local', 'multi-player', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['adventure', 'indie', 'puzzle', 'simulation', 'single-player']\", 'jaccard_tag_score': 0.125},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'local', 'multi-player', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'available', 'captions', 'cards', 'cloud', 'indie', 'rpg', 'single-player', 'stats', 'steam', 'strategy', 'trading']\", 'jaccard_tag_score': 0.14285714285714285},\n", " 'sel_game': \"['music', 'rpg', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'achievements', 'casual', 'early', 'indie', 'single-player', 'steam', 'strategy']\", 'jaccard_tag_score': 0.09090909090909091}, 'sel_game': \"['music', 'rpg', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'cards', 'indie', 'single-player', 'steam', 'trading']\", 'jaccard_tag_score': 0.1}, 'sel_game': \"['music', 'rpg', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['casual', 'cloud', 'indie', 'single-player', 'steam', 'strategy']\", 'jaccard_tag_score': 0.1111111111111111}, 'sel_game': \"['music', 'rpg', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'cards', 'casual', 'content', 'controller', 'indie', 'novel', 'nudity', 'partial', 'sexual', 'single-player', 'steam', 'support', 'trading', 'visual']\", 'jaccard_tag_score': 0.05555555555555555},\n", " 'sel_game': \"['music', 'rpg', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['indie', 'single-player', 'vr']\", 'jaccard_tag_score': 0.16666666666666666}, 'sel_game': \"['music', 'rpg', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'adventure', 'casual', 'controller', 'partial', 'rpg', 'single-player', 'steam', 'support']\", 'jaccard_tag_score': 0.18181818181818182}, 'sel_game': \"['music', 'rpg', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'adventure', 'cards', 'casual', 'cloud', 'controller', 'indie', 'partial', 'single-player', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.06666666666666667},\n", " 'sel_game': \"['music', 'rpg', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'casual', 'hidden', 'indie', 'object', 'single-player', 'steam']\", 'jaccard_tag_score': 0.1}, 'sel_game': \"['music', 'rpg', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'co-op', 'early', 'indie', 'leaderboards', 'multi-player', 'online', 'single-player', 'steam', 'strategy']\", 'jaccard_tag_score': 0.07692307692307693},\n", " 'sel_game': \"['music', 'rpg', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'batman', 'cards', 'cloud', 'controller', 'partial', 'single-player', 'stealth', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.35294117647058826},\n", " 'sel_game': \"['achievements', 'adventure', 'anime', 'cards', 'content', 'nudity', 'sexual', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'cards', 'cloud', 'controller', 'full', 'leaderboards', 'multi-player', 'multiplayer', 'screen', 'shared/split', 'single-player', 'steam', 'strategy', 'support', 'trading', 'workshop']\",\n", " 'jaccard_tag_score': 0.22727272727272727},\n", " 'sel_game': \"['achievements', 'adventure', 'anime', 'cards', 'content', 'nudity', 'sexual', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'available', 'board', 'captions', 'card', 'cards', 'co-op', 'cross-platform', 'editor', 'free', 'game', 'includes', 'level', 'multi-player', 'multiplayer', 'play', 'rpg', 'single-player', 'steam', \"\n", " \"'strategy', 'to', 'trading']\",\n", " 'jaccard_tag_score': 0.18518518518518517},\n", " 'sel_game': \"['achievements', 'adventure', 'anime', 'cards', 'content', 'nudity', 'sexual', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'anime', 'available', 'captions', 'cards', 'cloud', 'controller', 'full', 'indie', 'rpg', 'rpgmaker', 'single-player', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.35},\n", " 'sel_game': \"['achievements', 'adventure', 'anime', 'cards', 'content', 'nudity', 'sexual', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'adventure', 'casual', 'cloud', 'indie', 'single-player', 'steam']\", 'jaccard_tag_score': 0.3076923076923077},\n", " 'sel_game': \"['achievements', 'adventure', 'anime', 'cards', 'content', 'nudity', 'sexual', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'adventure', 'casual', 'indie', 'mystery', 'single-player', 'steam']\", 'jaccard_tag_score': 0.3076923076923077},\n", " 'sel_game': \"['achievements', 'adventure', 'anime', 'cards', 'content', 'nudity', 'sexual', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'adventure', 'controller', 'free', 'full', 'indie', 'multiplayer', 'play', 'screen', 'shared/split', 'single-player', 'support', 'to']\", 'jaccard_tag_score': 0.09523809523809523},\n", " 'sel_game': \"['achievements', 'adventure', 'anime', 'cards', 'content', 'nudity', 'sexual', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'adventure', 'casual', 'cloud', 'indie', 'single-player', 'steam']\", 'jaccard_tag_score': 0.3076923076923077},\n", " 'sel_game': \"['achievements', 'adventure', 'anime', 'cards', 'content', 'nudity', 'sexual', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'casual', 'cloud', 'indie', 'simulation', 'single-player', 'steam', 'strategy']\", 'jaccard_tag_score': 0.2},\n", " 'sel_game': \"['achievements', 'adventure', 'anime', 'cards', 'content', 'nudity', 'sexual', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['content', 'controller', 'gore', 'partial', 'sexual', 'simulation', 'single-player', 'support', 'violent']\", 'jaccard_tag_score': 0.1875},\n", " 'sel_game': \"['achievements', 'adventure', 'anime', 'cards', 'content', 'nudity', 'sexual', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['adventure', 'horror', 'indie', 'psychological', 'single-player']\", 'jaccard_tag_score': 0.21428571428571427},\n", " 'sel_game': \"['achievements', 'adventure', 'controller', 'full', 'indie', 'psychedelic', 'relaxing', 'simulation', 'single-player', 'steam', 'support', 'surreal']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'casual', 'early', 'indie', 'simulation', 'single-player']\", 'jaccard_tag_score': 0.2},\n", " 'sel_game': \"['achievements', 'adventure', 'controller', 'full', 'indie', 'psychedelic', 'relaxing', 'simulation', 'single-player', 'steam', 'support', 'surreal']\"},\n", " {'fuzzy_rec': {'fuzzy_game': '[\"\\'em\", \\'achievements\\', \\'action\\', \\'beat\\', \\'cloud\\', \\'co-op\\', \\'controller\\', \\'full\\', \\'indie\\', \\'local\\', \\'multi-player\\', \\'screen\\', \\'shared/split\\', \\'single-player\\', \\'steam\\', \\'support\\', \\'up\\']',\n", " 'jaccard_tag_score': 0.3181818181818182},\n", " 'sel_game': \"['achievements', 'adventure', 'controller', 'full', 'indie', 'psychedelic', 'relaxing', 'simulation', 'single-player', 'steam', 'support', 'surreal']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['adventure', 'cards', 'casual', 'indie', 'single-player', 'steam', 'trading']\", 'jaccard_tag_score': 0.26666666666666666},\n", " 'sel_game': \"['achievements', 'adventure', 'controller', 'full', 'indie', 'psychedelic', 'relaxing', 'simulation', 'single-player', 'steam', 'support', 'surreal']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'full', 'indie', 'single-player', 'steam', 'support', 'trading', 'violent']\", 'jaccard_tag_score': 0.5},\n", " 'sel_game': \"['achievements', 'adventure', 'controller', 'full', 'indie', 'psychedelic', 'relaxing', 'simulation', 'single-player', 'steam', 'support', 'surreal']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'early', 'indie', 'simulation', 'single-player']\", 'jaccard_tag_score': 0.21428571428571427},\n", " 'sel_game': \"['achievements', 'adventure', 'controller', 'full', 'indie', 'psychedelic', 'relaxing', 'simulation', 'single-player', 'steam', 'support', 'surreal']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'full', 'indie', 'single-player', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.5333333333333333},\n", " 'sel_game': \"['achievements', 'adventure', 'controller', 'full', 'indie', 'psychedelic', 'relaxing', 'simulation', 'single-player', 'steam', 'support', 'surreal']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'action', 'battle', 'controller', 'early', 'full', 'in-app', 'multi-player', 'online', 'purchases', 'royale', 'rpg', 'support']\", 'jaccard_tag_score': 0.13636363636363635},\n", " 'sel_game': \"['achievements', 'adventure', 'controller', 'full', 'indie', 'psychedelic', 'relaxing', 'simulation', 'single-player', 'steam', 'support', 'surreal']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'indie', 'multi-player', 'multiplayer', 'online']\", 'jaccard_tag_score': 0.0625},\n", " 'sel_game': \"['achievements', 'adventure', 'controller', 'full', 'indie', 'psychedelic', 'relaxing', 'simulation', 'single-player', 'steam', 'support', 'surreal']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'adventure', 'cards', 'casual', 'cloud', 'hidden', 'object', 'single-player', 'steam', 'trading']\", 'jaccard_tag_score': 0.2222222222222222},\n", " 'sel_game': \"['achievements', 'adventure', 'controller', 'full', 'indie', 'psychedelic', 'relaxing', 'simulation', 'single-player', 'steam', 'support', 'surreal']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'action', 'adventure', 'controller', 'early', 'free', 'indie', 'partial', 'play', 'rpg', 'single-player', 'support', 'to']\", 'jaccard_tag_score': 0.25},\n", " 'sel_game': \"['action', 'adventure', 'cards', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'cards', 'cloud', 'indie', 'simulation', 'single-player', 'steam', 'strategy', 'trading']\", 'jaccard_tag_score': 0.45454545454545453},\n", " 'sel_game': \"['action', 'adventure', 'cards', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['cards', 'casual', 'cloud', 'indie', 'simulation', 'single-player', 'steam', 'strategy', 'trading']\", 'jaccard_tag_score': 0.45454545454545453},\n", " 'sel_game': \"['action', 'adventure', 'cards', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'cards', 'cloud', 'controller', 'crawler', 'dungeon', 'full', 'indie', 'rpg', 'single-player', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.3333333333333333},\n", " 'sel_game': \"['action', 'adventure', 'cards', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['2d', 'achievements', 'cards', 'casual', 'indie', 'single-player', 'steam', 'trading']\", 'jaccard_tag_score': 0.5}, 'sel_game': \"['action', 'adventure', 'cards', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'casual', 'indie', 'racing', 'simulation', 'single-player']\", 'jaccard_tag_score': 0.3}, 'sel_game': \"['action', 'adventure', 'cards', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['3', 'achievements', 'adventure', 'casual', 'match', 'single-player', 'steam']\", 'jaccard_tag_score': 0.2727272727272727}, 'sel_game': \"['action', 'adventure', 'cards', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'cards', 'casual', 'indie', 'puzzle', 'single-player', 'steam', 'trading']\", 'jaccard_tag_score': 0.5}, 'sel_game': \"['action', 'adventure', 'cards', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'action', 'adventure', 'early', 'indie', 'single-player']\", 'jaccard_tag_score': 0.4444444444444444}, 'sel_game': \"['action', 'adventure', 'cards', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'indie', 'single-player', 'vr']\", 'jaccard_tag_score': 0.375}, 'sel_game': \"['action', 'adventure', 'cards', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'building', 'cloud', 'controller', 'full', 'multiplayer', 'simulation', 'single-player', 'steam', 'support']\", 'jaccard_tag_score': 0.14285714285714285},\n", " 'sel_game': \"['cards', 'casual', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'free', 'indie', 'play', 'single-player', 'to']\", 'jaccard_tag_score': 0.2}, 'sel_game': \"['cards', 'casual', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'casual', 'content', 'indie', 'nudity', 'sexual', 'single-player', 'steam']\", 'jaccard_tag_score': 0.4}, 'sel_game': \"['cards', 'casual', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'adventure', 'cards', 'indie', 'single-player', 'steam', 'trading', 'violent']\", 'jaccard_tag_score': 0.5555555555555556}, 'sel_game': \"['cards', 'casual', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'available', 'captions', 'cards', 'cloud', 'controller', 'full', 'indie', 'rpg', 'single-player', 'stats', 'steam', 'support', 'trading']\",\n", " 'jaccard_tag_score': 0.29411764705882354},\n", " 'sel_game': \"['cards', 'casual', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'cards', 'content', 'controller', 'full', 'gore', 'indie', 'sexual', 'single-player', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.38461538461538464},\n", " 'sel_game': \"['cards', 'casual', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'controller', 'free', 'full', 'indie', 'play', 'rpg', 'single-player', 'support', 'to']\", 'jaccard_tag_score': 0.14285714285714285},\n", " 'sel_game': \"['cards', 'casual', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'cards', 'casual', 'cloud', 'editor', 'includes', 'indie', 'level', 'simulation', 'single-player', 'steam', 'strategy', 'trading']\", 'jaccard_tag_score': 0.46153846153846156},\n", " 'sel_game': \"['cards', 'casual', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['casual', 'indie', 'psychedelic', 'single-player']\", 'jaccard_tag_score': 0.42857142857142855}, 'sel_game': \"['cards', 'casual', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'editor', 'fps', 'includes', 'level', 'multi-player', 'online', 'shooter']\", 'jaccard_tag_score': 0.0}, 'sel_game': \"['cards', 'casual', 'indie', 'single-player', 'steam', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'adventure', 'casual', 'controller', 'indie', 'partial', 'single-player', 'support']\", 'jaccard_tag_score': 0.1111111111111111},\n", " 'sel_game': \"['achievements', 'action', 'cross-platform', 'local', 'multi-player', 'multiplayer', 'online', 'simulation', 'single-player', 'stats', 'steam', 'strategy']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'action', 'early', 'indie', 'music', 'rhythm', 'single-player']\", 'jaccard_tag_score': 0.11764705882352941},\n", " 'sel_game': \"['achievements', 'action', 'cross-platform', 'local', 'multi-player', 'multiplayer', 'online', 'simulation', 'single-player', 'stats', 'steam', 'strategy']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'adventure', 'controller', 'indie', 'partial', 'simulation', 'single-player', 'steam', 'support']\", 'jaccard_tag_score': 0.23529411764705882},\n", " 'sel_game': \"['achievements', 'action', 'cross-platform', 'local', 'multi-player', 'multiplayer', 'online', 'simulation', 'single-player', 'stats', 'steam', 'strategy']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['adventure', 'casual', 'gore', 'rpg', 'single-player', 'violent']\", 'jaccard_tag_score': 0.058823529411764705},\n", " 'sel_game': \"['achievements', 'action', 'cross-platform', 'local', 'multi-player', 'multiplayer', 'online', 'simulation', 'single-player', 'stats', 'steam', 'strategy']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'adventure', 'casual', 'indie', 'nudity', 'single-player', 'steam']\", 'jaccard_tag_score': 0.1875},\n", " 'sel_game': \"['achievements', 'action', 'cross-platform', 'local', 'multi-player', 'multiplayer', 'online', 'simulation', 'single-player', 'stats', 'steam', 'strategy']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'cards', 'leaderboards', 'medieval', 'single-player', 'steam', 'strategy', 'trading']\", 'jaccard_tag_score': 0.3125},\n", " 'sel_game': \"['achievements', 'action', 'cross-platform', 'local', 'multi-player', 'multiplayer', 'online', 'simulation', 'single-player', 'stats', 'steam', 'strategy']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['management', 'simulation', 'single-player']\", 'jaccard_tag_score': 0.15384615384615385},\n", " 'sel_game': \"['achievements', 'action', 'cross-platform', 'local', 'multi-player', 'multiplayer', 'online', 'simulation', 'single-player', 'stats', 'steam', 'strategy']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['&', 'achievements', 'adventure', 'cards', 'click', 'controller', 'indie', 'partial', 'point', 'single-player', 'steam', 'support', 'trading', 'workshop']\", 'jaccard_tag_score': 0.13043478260869565},\n", " 'sel_game': \"['achievements', 'action', 'cross-platform', 'local', 'multi-player', 'multiplayer', 'online', 'simulation', 'single-player', 'stats', 'steam', 'strategy']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'achievements', 'cards', 'controller', 'driving', 'early', 'indie', 'partial', 'racing', 'simulation', 'single-player', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.18181818181818182},\n", " 'sel_game': \"['achievements', 'action', 'cross-platform', 'local', 'multi-player', 'multiplayer', 'online', 'simulation', 'single-player', 'stats', 'steam', 'strategy']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['&', 'adventure', 'click', 'hidden', 'object', 'point', 'single-player']\", 'jaccard_tag_score': 0.05555555555555555},\n", " 'sel_game': \"['achievements', 'action', 'cross-platform', 'local', 'multi-player', 'multiplayer', 'online', 'simulation', 'single-player', 'stats', 'steam', 'strategy']\"}]\n", "Avg Jaccard score for random 10 games and 10 recomendations for each game (100 total): 0.2104311054230962\n" ] } ], "source": [ "get_eval_score(data_fuzzy[\"results\"], url_titles=df)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Evaluation based on Jaccard score" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[{'fuzzy_rec': {'fuzzy_game': \"['casual', 'indie', 'multi-player', 'simulation', 'single-player']\", 'jaccard_tag_score': 0.8}, 'sel_game': \"['casual', 'indie', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['building', 'casual', 'indie', 'sandbox', 'simulation', 'single-player']\", 'jaccard_tag_score': 0.6666666666666666}, 'sel_game': \"['casual', 'indie', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['casual', 'indie', 'simulation', 'single-player', 'strategy']\", 'jaccard_tag_score': 0.8}, 'sel_game': \"['casual', 'indie', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['casual', 'indie', 'simulation', 'single-player', 'strategy']\", 'jaccard_tag_score': 0.8}, 'sel_game': \"['casual', 'indie', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['casual', 'indie', 'simulation', 'single-player']\", 'jaccard_tag_score': 1.0}, 'sel_game': \"['casual', 'indie', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['adventure', 'casual', 'indie', 'simulation', 'single-player']\", 'jaccard_tag_score': 0.8}, 'sel_game': \"['casual', 'indie', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['casual', 'free', 'indie', 'play', 'simulation', 'single-player', 'to']\", 'jaccard_tag_score': 0.5714285714285714}, 'sel_game': \"['casual', 'indie', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['adventure', 'casual', 'indie', 'simulation', 'single-player']\", 'jaccard_tag_score': 0.8}, 'sel_game': \"['casual', 'indie', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['casual', 'indie', 'simulation', 'single-player', 'strategy']\", 'jaccard_tag_score': 0.8}, 'sel_game': \"['casual', 'indie', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'casual', 'indie', 'simulation', 'single-player']\", 'jaccard_tag_score': 0.8}, 'sel_game': \"['casual', 'indie', 'simulation', 'single-player']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['access', 'cards', 'co-op', 'early', 'editor', 'includes', 'indie', 'level', 'multi-player', 'simulation', 'single-player', 'steam', 'trading']\", 'jaccard_tag_score': 0.6},\n", " 'sel_game': \"['2d', 'cards', 'editor', 'includes', 'indie', 'level', 'simulation', 'single-player', 'steam', 'trading', 'workshop']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'cards', 'cloud', 'editor', 'includes', 'indie', 'level', 'simulation', 'single-player', 'steam', 'strategy', 'trading', 'workshop']\", 'jaccard_tag_score': 0.7142857142857143},\n", " 'sel_game': \"['2d', 'cards', 'editor', 'includes', 'indie', 'level', 'simulation', 'single-player', 'steam', 'trading', 'workshop']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['cards', 'casual', 'editor', 'includes', 'indie', 'level', 'simulation', 'single-player', 'steam', 'trading', 'workshop']\", 'jaccard_tag_score': 0.8333333333333334},\n", " 'sel_game': \"['2d', 'cards', 'editor', 'includes', 'indie', 'level', 'simulation', 'single-player', 'steam', 'trading', 'workshop']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'cards', 'editor', 'includes', 'indie', 'level', 'simulation', 'single-player', 'steam', 'trading', 'workshop']\", 'jaccard_tag_score': 0.7692307692307693},\n", " 'sel_game': \"['2d', 'cards', 'editor', 'includes', 'indie', 'level', 'simulation', 'single-player', 'steam', 'trading', 'workshop']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'anti-cheat', 'cards', 'co-op', 'cross-platform', 'editor', 'enabled', 'fps', 'includes', 'level', 'multi-player', 'multiplayer', 'single-player', 'stats', 'steam', 'trading', 'valve', \"\n", " \"'workshop', 'zombies']\",\n", " 'jaccard_tag_score': 0.34782608695652173},\n", " 'sel_game': \"['2d', 'cards', 'editor', 'includes', 'indie', 'level', 'simulation', 'single-player', 'steam', 'trading', 'workshop']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['multi-player', 'naval', 'simulation', 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{'fuzzy_rec': {'fuzzy_game': \"['action', 'classic', 'cloud', 'co-op', 'fps', 'multi-player', 'single-player', 'steam']\", 'jaccard_tag_score': 0.5454545454545454},\n", " 'sel_game': \"['action', 'cloud', 'fps', 'i', 'multi-player', 'single-player', 'steam', 'war', 'world']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'classic', 'cloud', 'co-op', 'fps', 'multi-player', 'single-player', 'steam']\", 'jaccard_tag_score': 0.5454545454545454},\n", " 'sel_game': \"['action', 'cloud', 'fps', 'i', 'multi-player', 'single-player', 'steam', 'war', 'world']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'classic', 'cloud', 'fps', 'multi-player', 'single-player', 'steam']\", 'jaccard_tag_score': 0.6}, 'sel_game': \"['action', 'cloud', 'fps', 'i', 'multi-player', 'single-player', 'steam', 'war', 'world']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'classic', 'cloud', 'fps', 'single-player', 'steam']\", 'jaccard_tag_score': 0.5}, 'sel_game': \"['action', 'cloud', 'fps', 'i', 'multi-player', 'single-player', 'steam', 'war', 'world']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'classic', 'cloud', 'fps', 'single-player', 'steam']\", 'jaccard_tag_score': 0.5}, 'sel_game': \"['action', 'cloud', 'fps', 'i', 'multi-player', 'single-player', 'steam', 'war', 'world']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'casual', 'cloud', 'controller', 'full', 'indie', 'platformer', 'puzzle', 'single-player', 'steam', 'strategy', 'support']\", 'jaccard_tag_score': 0.5555555555555556},\n", " 'sel_game': \"['achievements', 'casual', 'cloud', 'controller', 'cross-platform', 'full', 'indie', 'local', 'multi-player', 'multiplayer', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'support']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'cards', 'cloud', 'co-op', 'controller', 'cross-platform', 'full', 'indie', 'leaderboards', 'local', 'multi-player', 'multiplayer', 'online', 'screen', 'shared/split', 'single-player', \"\n", " \"'steam', 'support', 'trading', 'zombies']\",\n", " 'jaccard_tag_score': 0.5416666666666666},\n", " 'sel_game': \"['achievements', 'casual', 'cloud', 'controller', 'cross-platform', 'full', 'indie', 'local', 'multi-player', 'multiplayer', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'support']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'casual', 'cloud', 'controller', 'full', 'indie', 'leaderboards', 'partial', 'single-player', 'steam', 'support']\", 'jaccard_tag_score': 0.47368421052631576},\n", " 'sel_game': \"['achievements', 'casual', 'cloud', 'controller', 'cross-platform', 'full', 'indie', 'local', 'multi-player', 'multiplayer', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'support']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'adventure', 'casual', 'cloud', 'controller', 'indie', 'leaderboards', 'partial', 'single-player', 'steam', 'support']\", 'jaccard_tag_score': 0.42105263157894735},\n", " 'sel_game': \"['achievements', 'casual', 'cloud', 'controller', 'cross-platform', 'full', 'indie', 'local', 'multi-player', 'multiplayer', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'support']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'anti-cheat', 'casual', 'cloud', 'co-op', 'controller', 'enabled', 'full', 'indie', 'leaderboards', 'multi-player', 'single-player', 'stats', 'steam', 'strategy', 'support', 'valve']\",\n", " 'jaccard_tag_score': 0.4782608695652174},\n", " 'sel_game': \"['achievements', 'casual', 'cloud', 'controller', 'cross-platform', 'full', 'indie', 'local', 'multi-player', 'multiplayer', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'support']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'casual', 'cloud', 'controller', 'indie', 'leaderboards', 'partial', 'single-player', 'steam', 'support']\", 'jaccard_tag_score': 0.4},\n", " 'sel_game': \"['achievements', 'casual', 'cloud', 'controller', 'cross-platform', 'full', 'indie', 'local', 'multi-player', 'multiplayer', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'support']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'casual', 'cloud', 'co-op', 'controller', 'cross-platform', 'defense', 'fps', 'indie', 'leaderboards', 'multi-player', 'multiplayer', 'partial', 'single-player', 'steam', 'strategy', \"\n", " \"'support', 'tower']\",\n", " 'jaccard_tag_score': 0.5217391304347826},\n", " 'sel_game': \"['achievements', 'casual', 'cloud', 'controller', 'cross-platform', 'full', 'indie', 'local', 'multi-player', 'multiplayer', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'support']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'cards', 'casual', 'co-op', 'controller', 'free', 'in-app', 'indie', 'massively', 'mmo', 'multi-player', 'multiplayer', 'partial', 'play', 'purchases', 'rpg', 'single-player', \"\n", " \"'steam', 'support', 'to', 'trading']\",\n", " 'jaccard_tag_score': 0.3448275862068966},\n", " 'sel_game': \"['achievements', 'casual', 'cloud', 'controller', 'cross-platform', 'full', 'indie', 'local', 'multi-player', 'multiplayer', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'support']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'co-op', 'controller', 'full', 'indie', 'multi-player', 'online', 'rpg', 'sandbox', 'single-player', 'steam', 'support', 'survival', 'trading']\",\n", " 'jaccard_tag_score': 0.4782608695652174},\n", " 'sel_game': \"['achievements', 'casual', 'cloud', 'controller', 'cross-platform', 'full', 'indie', 'local', 'multi-player', 'multiplayer', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'support']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'cards', 'cloud', 'controller', 'full', 'great', 'indie', 'leaderboards', 'rpg', 'single-player', 'soundtrack', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.4090909090909091},\n", " 'sel_game': \"['achievements', 'casual', 'cloud', 'controller', 'cross-platform', 'full', 'indie', 'local', 'multi-player', 'multiplayer', 'online', 'rpg', 'single-player', 'steam', 'strategy', 'support']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'comedy', 'controller', 'partial', 'platformer', 'single-player', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.6666666666666666},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'controller', 'full', 'rpg', 'single-player', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'cards', 'cloud', 'controller', 'fps', 'full', 'rich', 'single-player', 'steam', 'story', 'support', 'trading']\", 'jaccard_tag_score': 0.6666666666666666},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'controller', 'full', 'rpg', 'single-player', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'cards', 'controller', 'partial', 'single-player', 'steam', 'strategy', 'support', 'trading']\", 'jaccard_tag_score': 0.6428571428571429},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'controller', 'full', 'rpg', 'single-player', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'cards', 'cloud', 'controller', 'fantasy', 'leaderboards', 'mature', 'partial', 'rpg', 'single-player', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.5625},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'controller', 'full', 'rpg', 'single-player', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'co-op', 'controller', 'full', 'leaderboards', 'multi-player', 'single-player', 'steam', 'support', 'trading', 'zombies']\", 'jaccard_tag_score': 0.6875},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'controller', 'full', 'rpg', 'single-player', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['action', 'adventure', 'cards', 'casual', 'controller', 'indie', 'partial', 'rpg', 'single-player', 'steam', 'strategy', 'support', 'trading']\", 'jaccard_tag_score': 0.5625},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'controller', 'full', 'rpg', 'single-player', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'batman', 'cards', 'cloud', 'controller', 'partial', 'single-player', 'stealth', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.6666666666666666},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'controller', 'full', 'rpg', 'single-player', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'cards', 'comedy', 'controller', 'partial', 'rpg', 'single-player', 'steam', 'support', 'trading']\", 'jaccard_tag_score': 0.7142857142857143},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'controller', 'full', 'rpg', 'single-player', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'co-op', 'indie', 'rpg', 'single-player', 'steam', 'strategy', 'trading']\", 'jaccard_tag_score': 0.6},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'controller', 'full', 'rpg', 'single-player', 'steam', 'support', 'trading']\"},\n", " {'fuzzy_rec': {'fuzzy_game': \"['achievements', 'action', 'cards', 'co-op', 'comedy', 'controller', 'full', 'leaderboards', 'multi-player', 'rpg', 'screen', 'shared/split', 'single-player', 'steam', 'support', 'trading']\",\n", " 'jaccard_tag_score': 0.5555555555555556},\n", " 'sel_game': \"['achievements', 'action', 'adventure', 'cards', 'cloud', 'controller', 'full', 'rpg', 'single-player', 'steam', 'support', 'trading']\"}]\n", "Avg Jaccard score for random 10 games and 10 recomendations for each game (100 total): 0.6191152683291523\n" ] } ], "source": [ "get_eval_score(data_fuzzy[\"results\"], url_titles=df)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Game 1" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "==============Fuzzy Recommender==============\n", "Similiar to: \n", "0.\n", "{'all_categorical': \"['achievements', 'action', 'anti-cheat', 'cloud', \"\n", " \"'co-op', 'enabled', 'fps', 'multi-player', 'multiplayer', \"\n", " \"'single-player', 'steam', 'valve']\",\n", " 'price': 19.99,\n", " 'title': 'Call of Duty®: Modern Warfare® 2'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "1.\n", "{'all_categorical': \"['action', 'anti-cheat', 'enabled', 'fps', \"\n", " \"'multi-player', 'multiplayer', 'single-player', 'valve']\",\n", " 'price': 7.19,\n", " 'title': 'Counter-Strike: Condition Zero'}\n" ] }, { "data": { "image/jpeg": 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iefnZDDA2DOzdik6+sYgLyMvIjcV5yo5ElDJipmEo20IPA413ei0W1hAJk7LeU7qROrfdzHGHLgJTidwESVjY3nng8BgZtFvC5+HfzV88qOLhHNGfXHAjdnZt6hyGdSrOW5O0I91xBfACjpOPkIasV5EnGRbIRnYqLDKuDqs/b0c/J7cm8Y9PeR+ZSmAvumhWtijQZqzCnFSpMFuLwtZVzjIWwCjurPEZoFsU+sY6SHbT/wC0xZtvlTYvhE96L/DZVkGCrzZFC+UlK63AjO2y+1+006JRK4Qvg2Z9MFLm7Kpft0fq22DexnGiDI432iJfDH2R7DH/AI+j+xWivNzL/wBm+cmW5QqdQpTxVYrjLH8clOEZwycKMhkY8qy+5VyMC+7QghcHf5cUav2AR1+qzeKxMsW4WyQw4IYtKoxuOlRRxuJYYcNKA5CvwD4TqR0fTCldKq66NQMiT57fAaS8PsUSFGSlAeTGDC0NCgbYdH9qx7JrtGMiypqdVQgVHCMxPHFI4/BpsGHiU41Rp7W1ALMojIX0+KUQJAfavpFcNTCrGiUNNvaLI9tfqvrm8NVkLJx7sWzeFGwBCxlHk74122ysMj9zrsiNKKPMbL4Qi8SvsW4LGyMfMHhChUyj43DTtpW3dCPY9PP8fXTkW97PHIGFGTRkcfLGGLZyfECVfLcXCcee4iIn/YuIa/nMOxWcjVJZUxYgNpkN8QVV88VN6AVE6MvodfrpHuOVNHjMYpggNCVPvLaQinTOZ2iME7KFe5bgoW2YluNlYvIV+GQJjKIhtNkB2j8D56f7NH/pOFxn3ZcsY1wlfLJslFRiAjtTBMuytZpqB7XQ2quQXGX7coKCCB6froZRA5qyiyshtAjNEknaAq8WUo3VSrRkAoTO4/DquKMn08kpSxHEqOavqMOWxJKq7GyMgRG0Bh1c5UbeMmwjGRot5/kofoQ7SJRfVynKsdxF1XLYiYxUgInh7GzwoIafTX66X1G6vPqycezYdNyMkJMqvmNqnttjbj7FL7RA7oRi6J1o7znY2LK4k+cms/w4nN30DHzMfLj1MCOWwThZUPvr8krDFAonR9JzEU6dSGkvjgsYCpQUdPpr9deftts5DfMLyzR7xZCKBQknX5K/H7whII9tfpUdqMzKiMSnIG4WYplKMMez7aufupjL+0Xqr+zGFgII7a8nxlXI0X03Yl4+UJa7inX5TkXIr7fkZQDFcXykcUX8088Tm42W1ThZFfTX66/2THa46QdfB3Oggt6rHYkCfypwC2oRXhsW7sD/AKfk/JrmazO6u+FVZENysYL7jPjcWWDg4+V5OT0K5fjI8hXZCymcZdorcvuKaalKSbxiKlL7a63VnZS7ohkJkKFgKoyL8SWN/Y6jVlf2DMkjnZ0p0f2DOqWP/YsOxV2V3R1/sZ/6Olf5S0qIaU1F5ShEwhafu+BMrw9oAr7mQk1G5AoFEqjLNS2xsrshJVNXn5PIwlTx0n5HQ6Z/GVchCzEysYguoANKyD7CVujE/dJPtUd0jOYiPyMmCP3IVoRQgvhSKMk5K+F/W87bbr/YckzyzoECtoQO1EqpeU7XeU5TIqEPIJQXkFdv27miBMf6thZzFCSdGbqjJnTOzNjZTjn/ALB7LdOC4/Ohn4ycJgox7ZRxroSMqrKfHYHrirbokQrRmEO5DQiSZmUhEGRmYxZAOmbQlTKBTFEFVW2Y1uNl1ZdKlIQhlTlbMr4QKcKtTGlNcjGXjiPJJh3MOyhN1kfHn/134+RiyA/1MwKgO8gXAdeMFVDbIT22kiQWFmS4vMhKM4n5hdVKOXyErVbIFXfyQkYl5lCITkqMSgBBd5mdgiu81GK+dTLQQMlDGQxyvArMZY+RlcdZxnLVZ45a/wAeJkDu2oQltWw2QGyKMiUVLsIofEJMiXi/bOorysY0ZFdfiuKNNyFFr+G1Cq5/Fcq6rQjTcqK7fEK7FdjTsr47Mz8KWdynI5AgcqMibGlC1W0XExotQptUaJoY81tsijXdJSjcv1rn8Fq8NyjRYEarVKu5eG5QxbSq8aajTILxzXjmp02KzGsIFOTTZZn5mZZfRZISouXhuXgueOLfKQqlBRjeV4bUIWsK7VZVahTavFavFatljeK17O4yK+5DanR06hFzEaFWRTooSK3I6A6kr5QGo0us8ddGYbJxUQojoJ0lFHsoydEJukHQIodLLIqU61KDaFGcYoXVKN2OoZGMgU6JUlMaMmTJkAhoVEdA05CyXkCqjaZY8o4y/dxl+9jKGVTYjJOgpKah8/SWpQ1CPXOO4X45VkJraUKyVkfzU4puj/58lZWa5jItx8cZOZNG/MiIZlkoUZE7JT7Rrvs3RyrARbGUBfYZGzIXntQsyFLIsJ8uQvLkKy+zcLchG/IiqbjZHML5GDVXYp1RFXyhx5I/88oYMgbLcsSOVkxIvzCrsjIgvNkyRuvCGXYaq8iwim+cp25JMt9kaxdaV5MhV2XPGeSJD46yFOiEldjbTtZZP8+Cf9Tq3IojZlWxthx/4Zjfr1/GN/LP8KvziNx++o1/mh+Ufg/LXqIve/8Ak2z8JlKaoga4l77q92NfERtrswLoH9TIX614ULZ1mP3RzP58Yf6uQ/lhGRxzKRW0iur4iCVSYxnkt4obnbIVAsBQPQE6Gh08UZqeHErk+OvqvjLIrXnyURZOUcSU6Ri3hHGyCq8Uhfq2g/r3rHw5PVg2wtyMUWxGLbGbLwT3D4njyfxXLxXKVEzKEdsbcc7rr51VcdjmU+Vo/wBXHb5Yll2fWf2ctHIyioVTkaw0MnFnZbUDCGVRK2dVfjhfQ8tlmyqk7cbFlGd+CLV+pfGP69oXiuVdVolo+rrchodIHTMz8CiV+dgSP2FNEL93GUMmiwkq26upfuYyrshYgpZuPCQz8QnbGSthGEYmNg2r9jHCGTjnQyjARImCrZYtyxrsYq+nzU4u/j0c/CKhZRcNsVtAUpCI/dxlHJoskrbIVg5VCjKNghAoZONXKGbgqyIlGz7V+1joX0zQurPU2p0CCuNdX9gyLuNKG0jI/gwZ0xhKUDnOuRQpr8XGlOhKMc/kLMedGJM+DLL4vGB6BFZ1URi8dTGePKpZ8NuPhg+C0Hx8fKiIuNcs+Pxzf4V4lRq4ofczIqchGNuT5TijFrK5N9wkqpQIxyHhCdnJ8jXkQlRFqeSgfDiTpECYyzf1ov6B13SWTOL27Tq1aatypbUGUdjoitz41FBDYvr2aOxdlIQQjWzRQFKAqcFT2kRZv9bldkQFtpdoaTYpq0Nqh807XlsIiItkxgxhU+2t2TaMm1//2gAIAQIAAQUC9ky2ramW1GPpwm3RkRYradT0RiZKOOhXELaFKoKUWR1HsQFsQj0lMpRR9Ku1tbIbhTFeMAdIDqENo6JxcS1HsIxQimRPU2k4Oj6ULiFGW4JtJhj0Yw+7XcE+mRH2cY6H0pwf0TpXZtQL6sraEK5FSiRpi/BKM9ANAVOO4exrho6J6XTp9SrY+hLWuzaQX6BFlKAkraGWL8MiEFuW5R0mO/rw+UTq/SybR9CFIN1nX640uglGa3AimG1Esh3W0LaFtGt35evV8k6HV9HT9d0OkDQ6/Wue0vqdG0+eu/8AKNMiv1gthf1KkTq/QdAUD1Xx76voTr9VTZ9u5OnRJW5Oh17Q+m0P6kD0unUSpS1BQ6bi56Ajr9VSe7oHo26D28JamKZbVtKATLYUIIDoKtHdHoOv1Vf5IdQ9vDT4RmgPTKtHZHr+ujodIGjJvSZN6UPlFR9W4faj1/XSFpioEEat7EhH0Il9B6t0tD1/XXH/AATJvaGC2LZ0xkyB9ayt1GhToUg3V9dcSXbQei2jJvTKPRGTexlESUsUvHFC8cVLGiVLFkiGOuJ+Wg9wemM2QkPa5NfRiRaPuDrIN0gEe1IdSgYlAOoxYdA9E+sRuGjKupvZsmTJlOsSVtJisWDzPujoEYgoVAe0HUQqqhD/AIkyYpj7hvfxRkt6BTOWC7IxRGhC26ELsmXZMuy7IBdkwR6XTp9e2nZdkyIRCbRgu3rx+JfKEVFSUfkqWhRXypaHVwuyihoeh06fUaDV+50KiinCPrRkuyYJwt3fctyMluTp9SdN2m5OnW7QS1KHQ+j6PoCnTolCS3LcnRPrN6j+u/ql0D/hG6zoPSK+kdI/5c6x9L//2gAIAQMAAQUC9n2TrsmCb1x6T6v7h+kFP7A/4p/Vb0jqy2FNoP8AHg9BQDoRQROhHu2TJk2g9mCigUDptTKXx7t0+jaD1D0ALathRCAW5luW4p9R7A6jVkyZbU3U/rg6Pp8dYTp/WPQ3QGTIxRHUPT2utq2pkAE2h90NBFMpxUQyfSQR9gOp9D7oSUit6M0+gmEbET0D1B6B9yO6EAET6Y9mT7oI+qPVfof3j+qPVOjp/wDFun9OXugpe23J9HT9MvchMj7sdEvcjQ/5s9D+4BUvdjQ6P7s/8SdOnH+XKEVsRCdg5XdOgdAU+jrunXdOu67old+tkybrfQJ9e/rlR03KSipIKOg1HWetkybU6HoGgR9jILunOm1bVtTJkyZNo2jaMmTJtG9JtG0bRkAmTJkyb/42/9oACAECAgY/Am8IuN7XUcjy3zZBHC7PNCUNHSHqaKHecZ6BozbNxQy4cCgitFsgXv8AXBO7DNTDAacr0vnYb//aAAgBAwIGPwLyHv/aAAgBAQEGPwJDasKLdNjl4+wGsp16O1OdnuChGaw4XEblykDWShDF4FXYlGODQCpWRKxFasrRVaOB/wCCdTeML2mBFkE+lUn0YYXair1izRh4m0ZGKs7DoGc7Av8A52YGmWN8zuuUXVn7Iw+CiKjt5WGt9+lr5t66lF2JucZxtyoSIMlCV8VEERgr1eLk4xRBnEKR8FHFCK5ioxiiYrmUcSbtThUqtYdBM0W0Gl7tJkFwtiNVy+48DUFpXDIhGCgbMMZaEKoMWrUsIy9y6tIQ7hn/AFDQsJEIXizHzU3SqN1Lte67Z8sRLXBUe5qwjScIQEBCNsDa6q/lYIlGrUz3DQNCBKkjYKomy6o3S1NqUzFjhEHJg5qhhWLDPOohqEo8KcP2+xd2na+q3nqaDoGtdWoYNMy9+dCI6jtdyhdHMLXONwFkQoP8CpKBnSdztQqsMWumCo5e6zqxNN55sOdGjVvzHSNNmCP2icWDXpUs6pVPmYD7rZ2U6f8AqPnsbZL/ABOWGkHVXftCj08H1L7rJaRNRbcn9q48nHT2Z1ryBeHX4kzza9KmHQzrhjOSgTHhWcQbBGJgIqborFHwROK9RxRU3S0IiK61Z1wg1vzO1J3ed5xVqri/CddkbNSgDjP7fzUHHCz5B+KlbB0wpLA4xpG8KIy9ylZgdJ49N+hOo1hB7bW9tUa2r27BBsuID8U2nVfibVP2ql0/kdr0Liexv1ODfiixlRj3NvwODobrO3Ghjj71g7duJ2c5gsXe1Oq/5By/qvtUwAMzQuVrAo4w7SAm1GCDXycNap1dB4thvs12tEUWibmmS44F4TR04TV2ZHXbcrrZ3Z1/IcPsUuHtm/8Al42fcfA6L1CmxzzuC+3gos3/ABX3KrqnwtmbdWm3oPMxyfllQU1qthy12+m/8DqTqTxhqNkQVCE1DRJS2jajWqzqQgfBdbpiq1zcLqZOH3ptRhFJ7g0nt6nC8F2o3g5iqJ/2z/3JrKEKbRzPKh1MRN6i1F1VpqaA3QsXTFFou0o9tGNWUAL/ANLKL9LBYI2DGYBQZIYplGL5FNliAkIrmw5/enEPzSTYmMQjxTNxXMiMWxQxKToakym10Os9tJ2w3oNHKJBdGlz+Y6FE3qKu35U1JSsDgYOFxQePHblzyOvRh16Ii6PmYPyV+FwkUWiZOex2MwgLgi7r1KVZhg6OEhU69Ejum0S1zS0z4TdAqi89tVpOYDHGJb1TrwxUsIIBuim4sPWfyUho0r7lUwzASG4LgrnxgfiFhd3LgP2wb8IKd+mynqLh78jicBoChijNQAEVe0TU3hPbGKacXLHK/wCPpf7jn7gnVDfc0aSi53O6ZWoKVtykuJuX0ahgH3R05McqNEhtUTYXXR16jcnMrN6Vdki05joUrMV4MisTHcyvIKg842m8ORd2fp3mk/NrCdWruxVH5zlbHuUGfdd+27ep0mkaImK/mR+zhxfptUQ0A51IBGImpC5coT9iqb0Mn/jy66D4+5cPpU5MUAsI8VNaAsNMRK4oF2cuMGhcBpv+hyhhUr1FQN6nbqXTPNRdDwMxkQyy97MNb/UbI+OlOpl0C0wKm4lXL7jXNqfM0rC3u3NOaIUf5MW/SFhLsUVskjkmjH7EYwWFnMom9fxsX2cXUw61EtM0OEq69EQkuW8J8kYeaSAye3rtaTTphwe4ZowhFSW25RUGzNnCyaquqYTW8mO5p2Lo0/uvcY1KsFACwrVZC3qDnqO4vD2hqUzgq+47VgrMI0OzG2IWHFJRcVtGTEyphdOnJTis6u4dK+y7iz0zzIqBdPMnRJQwu8qqR9hTrUgGU6/MwSAcPzUuUSQnEHQhSLcNX5YxlrgnVO4Iptb5nmCnUxj9rXH8ETB09DCud4/uOV9Q7GFfbZUO0QXpuXLAa7Ii8WuZna74+1NOtnEWbcoQXwNoCDaYgLcVSTdCu4dCFSiZtMQFipug4czM4URNEkRC0cKJ0+wpVM7KnxabKVJ1zjAbU94p06LIRqVRzQWJ3pD0qeYfrZcrlIK7Ixb1jbymwUxMVARun7SJMAhTdzC46MmAULyuIyvgp3abIm63G7wFsr0HYjSqzwvHgun3DRUh5myP5K93i1QY6eHlMioD2FaEyyD91/uQVOq29pDh4Kj29Az7vif/AOsT95QtnZfbP3qfLnCw3sdcpFAERxNLQdGf2hYHYTmK6fceabHZnDVlRNkCoi5QQUTdkN2pwzxMDuQejC8Z1j+VoKA7j79HT5x45/FYqDw7S3zDaMsgzBkQqnbf5Z4qJ/afyUDzNTcRj024Rs9hOyNv8t3O/hZqAv8Aaua/lpANpt1Xx8VzFTmog5cWblA58mK8T8ApFObpXDM4ACiE2pTcWVm+ZsigO6pdY/Ow4T4rh7dgG0lNZ3dEBjoHqUzcDqKDgYtMwVfbgPDWbOlU0H8k6nUGGo2RWMbHDKmoZs6gLtCxXBalKw0K3pkxaRmUO1hgF73C9NpVmBgP+ZGSxU3B7dLZ+ypdwPO3Adrf0tgMqKGRKaxRnos/vH4BYhJTUWmCIdBtX4rWoOUtKIMyqVKq4ueGxOLy6hqCe3yvaQP7uRwwFdnpv/A6k6nUbhqMk5pt0q5XqGdR8xswC68wWI267LprqUavTdoGfaEf5NN3WFwp3O/JYe3ptoA+Y8TvyXUd3VXHpxQUKmGu398jvChXDu3Onmb7kKlJwfTdyuF2Q1sOI1Bh8Ldtsc9pjbrNmEC0fUfgMnA/jp6M4XUpnE3NpRIEheqUeUVGk7IxXAb1ROkke7JceSu306n4HUndWi5oZzOhw71qUScLVARcuGW1fuWKzasIzKNkr1PIGy2aPZPPBU4qX1Zx45AotPDRbA/U6f5ZE1JQsiplRU+H6pIFzsWxcu9QwiBUYKGZNgPOfgLY2SCxNOE6U6mIY85ZcUzbZjpmD2zadabWbz3VG6HZD9qqdsarPuNLb0WyOAw1KNTwCk0KAXUqXC4KQhsUVrzrVZLKGy25MrU+amQ5vgm16Losd7josc91zRE+CdUdzVCXHx9hHNpNyvxnVILh4B+2yNmJYtSNPuKbmOTfqPwGRLxtxAAw+aaDhmMdyBFgff21WVQf20IPYcTXTaRoNhc2o1zW8xBkE6lRMKMZuzu/RQzJ1sTfbEqPlUAp3ZY2KMJqdkl1KDoA8zb2nasPp9wOan+IXTHNWODwvOVFY7m/MVIYjpdduUzHKIWFVO3qN4XCR0HMUAaT44j5ToC9N24r03bivTduK9N24r0n/wCEr03binHpu3Fek7cU0FjrtC5HbkRgMbxJYWh3T+VwMEaPTwU3cxYDMI0wKgpkwMjMKAa7cuR25em7cV6TtxXpu3FTpu3FcjtxUG0nbipsdDYVBtN+4qdN24r03bivTduK9N24r03bivTduK9N24qdN24ocB3LkO5ch3LkO5cjty5HbkH02va9pi1wBVIdxRwhjSItabznUmncvTduK9N24r03bivTcNZC4aTnO+ZzTDcuJj9xXI7cV6btxXpu3Fem7cV6btxXpu3FcjtxXI7cvTduP9e5+hYXiGz+sjkzMFzKb1APH9L048MLrGjEWg3IirWxbVzrnUGPBOj+oiFda4aFiBXMizQmjzG6OhcJiokmCeDzASKwvmiVMqcwsQX4Wc1kpWaVIw1KSmVO9PRxTdoRMOURFkca5wohygLhcoF01IpgLpwmoqZTp8Qzp8TcJKDjJQp3LE6ZzKRsg7egPLKPs5CypttIcyLhnVNzZCaKf/bOn7LHbLIIhCzxtzoXooOYbr1AmKmjDzFDFKF+xaWuC4eILlXKotKBTvBNTfpXAYEKZROlVPpUGrjuUrlwXrOjj9s57Wl1N04hQGIeCvKiQSShmcFIwU3I4s64VesTkCbgtankcNyvV9mFRZcumec/BYyJJtQDlM9iAuMJFQcSuY7lNx3KACARe24oNKDhogsKxMWAp2kiCxOWJknLA7lUleouPtulWqtFT5byuF43FRAUV6gWFjwTos43QjcvUCiwxFhY+pBwvCh1RYXGQF5WJhiLJvUA+zE8wCxNmLBiqQLc4Qp03gu0J1P5gi3uagFM8inUCjTIcFdYXGQF69RYWPidFkXugudRYYiwtfUAcLwgOsFJGMgudcL4wUne17h3cHBTNxdnkFw1Wb1FvLmVSHylQqOAOtNNIxbpFlPaowzJ1lQvMGxzoCk4F2LMmR0Kt9JXjZUdCaBIsd4Jqf8ASUes4NMc6pGgcQlNqCo/UgcIuVUa7S50mi9YKUKbM7zepPBebKZzaV6zVwGOyyuKTsJic0VTp9y4dBx9QNhNNbGMr1UhoUKjgDrUac26kHZx7S4ribOyVmZZo2cVnDfZOEbJXWcNk1w+6zihBcJELMyzRs47talcpc2ReLeJZlKyfMuOENalcpkKRG9XiPsP/9oACAEBAwE/IcSbx339iaBwQRGhG9NY+8dwwU7W9mWZrJ4hWvvOOZS8wp1KuuIY5S/tcnTvKO1wQXYfoxvI+BllCnYVRb33Hdv1R3MiW8sbpY87j1rtf64lGkqgTu0xOBmSjSPUJgjKKUY/ey8My0gHeCL5PEc+lbbyYfSprEC6I0XIVXfYJZAadSgZfVwYpLJQaHyegZYSBs/of/SWVQ74+1CJUL4KMl3IPH05e87G42H7DiegTJlTf26DyMiiDhvSOiVle7qPr089rjk2CH88eJgPoyHJCtmGWzF4acMNR3VLb/sz5sN+XNPtGV7nfd5mTbZX5uLOf19ZjORu7vzH3cCX6xb+o3FzNmIY/LWj6sGr/JXKc3CIFJTzGVuskIlrMQr1wRq1vqx2gAG0k0DSKMfSlPXDylchzzABnZ/aI6C1+R57QOQ1XJZxLG2ViUq+3uPJMx3AbQ0n7GITdTUCzjzPAK4xMOHHZl0HFuNP6ZUaWmN6f2zfQqPXGP7igjBw+SPXDduCCuEVS9tPr3JslDaDdnqVeWUuZVl3u9/9m4Vd8Sk8L2Ri4B5jJybZ7MLCq7VDpXp0OQ8bh2nKXW45i4ZhBr88X7LniObcySt/LF15H+qU2FmNB1x/qWMvzMX7kY3XwksW6lll9f2nmDPNRiMot9FB4y/aMOpQGuP7S5cTUFlSlwp3g+UM8fEIrVKzTZcCtU81AN7gA9e9bfmVkzqGcPszs07Rp6OmZF5PQX+6hXXXlzPCH00TuwcRPsf3FS8GF/i5vP6a+Y03WpmCfcHD2c+8xp7OmgdLab9BeYB36nZMSm9XcEsAwsBt4uSr1uYWlY7a4rGddtxhFAU58HrEuHn7j/kXw/Df1mpb/ocar/ImNmVepuK5Prx/7Fh27msYBe5UCwdBa8zJA0YCXj2GPWXZ20ekwM4HM9jOrP6RmLh5fVDTGweMS2mGFH7CILaTMZXpPclCJY5E7TnCVKgECORf0zA8GZpG/P8AlX+PM0JcnCdzuMHFfiN41Mz1P6DeqQlSV9U7D8nMpWD9dYlb/a5Jq7MMYdRuF+60/qXi8xj1niVZNriH9+6JDXgCPvc8fuZX44ag2I6Wu18XzADqsd8Q+0Oz2Yuf/UODx0S6QBfwqpfQ8F39YVgCl1X/ALKOxT2wTUqEUo3Cu0IQ1isuJ7RitAFp0BuDliKNY2/Ki3G68YLfiX1nWL/ZmWXXSoLfeMhzVK/hqV6MRTlWLXVC1xBPTTM5uHoXaAuGO3OG9uf8QggQi2JwE5gZl2j2RXRV45Hlr7iIaT5Y/cptcKjJ9R6xYEjfoDTGZuCtOtR+mxRYaRpeRO0VykNMsql4huaDFHv/AOp4K+L6w+mzNsPKXMrbalqO40bHd7wQOIM/dCufEBG7ehku276hT+SKMTwYekDaszCflk5x33HuqNvrFrEjIx5YZdfBCDSj7mLvvzLY1CrK194NttBeJh/szWf8jmSu3b6KjVXvCZqXCpCk26MLY/eEI3Q0ekvu3FfyLazLurtBLa+YqKPxKz/ydInkj8Yy16sJtxYr/M37w9hJuWdO3LrAQHCAalx5xNCDHR+j0lHSnU2HRl39LjEb14GC7VWrtKPPYhPUkuxuG5tBUnTSD+ZroNIWFiz2uHSR7wiAN6lYDo1JbsOSUd8Ap3OQ/cocfh1R9G2cbDg/tJa48Nf0VFrKVZtyx0jeCH3xRCEzdXjtFS8OT9zPje3i480rEUKTAxqVP143iAw1ErhaGoqM3FWC9ewik9IP3MkPubqZJtLIF2bjhwXFbvF5gQz90eoNvFQi8Hfp1PkRMLx2YivtHf1B4M48W9A6+8oQ7OlQdo1mu5KPKBElfT0l1imF1cHkMvEWuI3GLg5s7XF0y8kxMkw5B/T6S0xhSErjzAwJoOs4TzH8Dv4vtTMVI7PB2PaGTOCWKuXl5NsTwG/TLeweP3LH2gW28ah66/E+9zz2+5iMCiad4Uwm5QoFaucWvOYijH9xTz4QZ3BT1itumq64OCi8WJYWvEd3llLk5jQ5eUXL7JhtIN9x+aua1cwPgPeT9kTKr2j9NGMKa3KDRwZQIZUc6Y7Z7o6vex+o2dISoug7Zl5nxLvOCBKlfX0iSzAX338PdEU1MBxP8JEJq73WFe6WfrX4l3RdT+6mcBfRuGJcpZidnKji3j6uXEXmKjLWAOrAru3mYTP6REtrc+oZK+3PrNTWmYDAxeY13PVCtnhOScOfMw9YIKxWCh9Fu3pcHzosjS8A05g3YKrzK7aZAOSm5nOpy88wraGWTW17mONjShfjxBHTJekUAzLTDfUqzdmCZLXGqsF4q7i621fw0CFESpTI95RvxKqYlkx9fExKKdnEZvHK/of3GTDiyXhhyXNMstCSgVCtC3zPqnE3/ctHMC+Y1XM2mjPmVYQYxUXXa+0sn+yZNs/XKy1S64P9PJMdrt8wLIr3QDg2oS7PLvcwBa6zKGcDLU8V0CokPScIhTuXsjA4HaehuVt2qPpKDfK/5nOZWpiLx8IJ6MgBflim4HYEDIB7zoUH1H+UOg+st1GqA7wY8tZQgoGCD61Ew1FrPIKPT/q+sE0G5X6Q9+gfBVNwe9uP6Tiv2h35R6R1M0ShZMPpHayPopFXSBRodzDUKi25iBH9k90yVTh6JjNF+mWO71h/JyeZnikxqCMif9rlDMo30BcV4leInie09paA0b9J/U4GIziofcfeDNCItHLniPrTaaO9d3LArUSwmX8pdChtTzuLFdylXqpjHIYheRAyLKTKZXGhiij6HD7RGVK6/MDkbvKQG9F+yXmmzoulypfwTRWn3Y3KbFPc7P7ifP6szeuexuUOLtjuEG5bWsmjz9pXMQNtCUwM6jiFNtU/o9vxL3AckgxDgLnuXv2hLWulCMK+Gp2Ghun/AGMw7a1cw8+rCuPwWEOKafYPvHY4ZZF3z3TGxYwPfidcMENqXgSxQyxDOXc8Jt0MINt1yrI9ar4DxD+nx0L+sF+kpNTYDZOV45OJiu42YjQonGblDzD5cowSwMe48x0+qle6ZaHaZnjrR36Ay8XPyCIPR5uULEsxahn0xGxqqw3GUW7Lm/WG9gOIPq+jmaL3teoZIJqal/AlMEo0jsgaynm6D9I3xg3uIhFk+Ar/AHE2SjoDWamu5fZgGWUTGnZ/xiHl957V3Ue3HEvZIoyWeZZeqwGDPV/j5Fz04yCD3E3DW+5LtvduB1B4nYTnZR0hEwcmYz3nt9oDQlsTBRqMLla8wxffEcu5ijC+JZhwzMDmBHcjAMcnaJpIjUe5Dii4IwdiIvkqItslF/4pkP2DzW668MDmEDpHI+8FYBfMrzKjhSx+APlzNe/Lp8+R7xYBR6g/5CITZ2lhzc8EodnrFDfLSFpTgfHvK1SjbsjSYq2CE4mcpc35tXftED/zRDgjIlquP1HV+sJNnMD7nT/HyNRsMvuH5S3RZpRupazCiG4UbcEc6iMHZ1cSOEV6Rcs0t4nbvwSuksPmQ1sNA+sqi3rM9QhJeXr0Pf1nLA5Z2VkAZZtc4iMEyF/KxOXsaCVZgA+4999M+JZxMTDfQcvxHYK5jyefEtFRffvKcZQNUPYek3Psm58Fbjb+mMjjW2qZgYNEYqnLpm1e0Zxrkh9FIsOTa2fgPvKcWMF+TLBlAx/1sPtLgHAIfYo/EJKx2fSeSetEv2ZH2hjQtdo+AjKKYW4N19+rMHgkGYWS6XT6kvwSsLXDVGr6AsHxMteAiczCFMJVhJ4PbpmPMysvztluZeVvzMOq4yryDO5Iw5HCbuLVXYOL1MJ2BbwHCMMqcxf+uintK8THiJhUjmy2n6H9Jd9VWEPfhTD5YbmMn5WWzwc4Z7tGhKrzczWidg8Q0zH6EB6OXeNvw6CsGDhK8EDbuW6fcl+bxgk9FH2I2/C7gmD0Z9T4P7olB+I7pxFZfMN/vLDKOnoL2hp7kXT6RxqoVaXnBBmJ8v03HIUcDH3Zq2fVKWtiGdjhiHuzA4oiOYb5giBVNcwxXg3BNJfDqBEcgiAi12NOGkHEsd8YmtOHiFFuNdgyTFkPTm/Z2SyK3FPeF7mWIyRRqz+txHtpjtWL8kIL2tLQesNenM5c6iXVXuE1D7SDlexGpds/TtP3LPRHMoGnM3vzLXg2ygx0AnI7MzsFneWmDE5eEwnetSv8wpBbxvkXZINzflvSFzMT71r6G4Y2Y7wbTGNnMozFuVseeL7mYhXY/Ycv2iFKdjD87/M23MWqYTzMidkr5P2g0li0xns6b8S4i5lc8FI1Nv7nEyGL+UtVrftHKth2l3MGcTxSXuuayEs9GcR0XhHt3POxBYiNE5Bjy/LMO4TGjumpcW6rx/hFhx8QV60vY4cMWYEOVluxp2ndYjoByRbTAhHJ2lNcAPBAtRqABUX7TiNRYtheEbuQ3SMnS4eOJfFun2L+5fJRtW7O7yfkmZKOfyfsV7yg+keUSdyYYJpeICYeknt39p9fp2/1Az0nY9DiK47JiX3miXKl2dugBlfE3wnZGVxCw/oJfz9N4n0u/UPfj+rEyv03tN3Q5+gn1N/UvDRj1vSW7Lb+rEBeAMWlH+5MUVytxpcjfY/qCxYlw7F8SnEAKAcX3qOKRXdKL+xFVfXeJXz7v+U7v9ZK0ZWM1fRxE31N6RqdfXK+0Fs1+rifS39TiPV/5QLoWZWCn6uJb9d+JmvS/wDKenZygX96f+qip/alvH3EVGJ2WmTtJwftH8DORqtXq6lsf7oYqM/V36h9DvxGhR5UH6/UwX/HAp+46jHhf8I14lLyt+riLYzcH03iYvRknjlHorum3h+riC2XKOuq6iEhWSuijJFXHyQUzIri56BmVKJb8BHTFF1upTrbTAHPToOqwI56YvK1TBGcEWMH5Br6NiPkEJ6B6CMXqnIkWj7MvFl5xASxs6lXKWMIvFS3QwizJ6LjodDHEUFkcrGF2t8BL/tztPtE7U5rJPtDt/szw/sxL8gOg9DSCOoxCj8MPSIfEFDLaMFuHtdEsK5UTDQdNuKwcdrbgJmFHgI8MG2iNSZE8MsMMsFsFiCWGZn05iIs1F1ON03Rlrk9CfWIhMv2lQVNQpwtekDbb8EgaUKIQWlPSUCh6hLnrwxrHFB9pqgG7Sq+2fshubZ5hmvMQkMyxsSNBTFQJcEdlEItkfBMeivgbuAqKneiZND2gFgxQ7TJ22KZo6yyNHnvLvOcolyeCep9o6k0nDJEMKmxq/JMo56mZWISobuAOMzIYIrj02jouw2BUIHQp9pTL3hwvH6T8jNXpPzX6hsHh/UUTtjbcWUnDPz41WpogFPSba3cKcNPWZFhebn6X6jYwRgdpRK7Lil55nfZK9Is3v8AvSs3yR2Y9AcLzKOX3iBVUbhVJXHEY6bJj6X6QLE4nG+lsDqZWOZj2fDBr1Sp+cibka0QbX1dpdbmKqB7PRPN903ROL6jLl9QwJrLzKGSagibXoN14SCVj2/8T/x/+RlvE1ABbFnvMP7ZSDUidlYbfpWI5J6JicN/uwdysNRBhbNTsw6YCpgdy9SvhV7goEuXZmed92F2X92Xa71KvsltsZqeDGRgi4XOb9DO7/sVkzjtdohxfICfqfWv8gyUXD9CB0+sVjgjQFBj0mwwIuJRCjW4ncNkGXsQ4rpJ2CT3j+zLzbyeGXcvcnnfdhBFHmEHoZfUErprMom45Pi3ML71dRZb+jtAEAjqIlABlZTj7Fz7aJP56FAl3kA/6QGr3iOiBg7ghDIdXZ+5VsyPMcenfYJTH3yWixBs3hiAFXBhiR/U9rDqW6ZgW6jVBGLP8mKG+D+YDbWCyUlirbfM2j9n/I9NMNRXjDKAI/NK1PG+z/krU9d0r6LguJ4fZnb0LiHEYONZMP2lvIuC7P2S+5HDANOjKsO1/MuKlknMqwLUD318NdB00lTeaQb9TTOzYor/AEERVtFo7S6GS4D0i+13CqE0oOxqOEd+9EWG/DxKk8XCDrWLYrmdh21TDBsDfpPpVqWj5QII8Bv3lgx/7OzGVxf7T2hHkFrQe0I+GHUMgOeTNsO7tB95+o/LvDxLiaNIwTHRoWntBdPAK9O0EGPt2rLg7EvwNTAfpJgRTcANwpm+dN9opVYBU8oJ1IK9kFStvqeJgRYDyaam2OCvaHb4DodSvaC9mVH9TGfkTMaNlesA9EQmVzb1J3XYydARpXmGmKqALDuqZiL+9cwUzVesWP1R4yYgo4eahB6Hm4Sa1CQ4bdy2F+wkj3z7y1hvzklM32skwanCCCGG/CbWvdW5WJFXKVHQt9SFuEv1i4wSpxPM833Qjc9o0FRMI/vBoXsQAudlRDoeqS6+zEpw9wSvc+8R3OlO8p36/wD/2gAIAQIDAT8h/hD6WLRlD5VxX4g2WdQBOeghYYOg/CUqD5XNAEs4IjWIzz84uXLly5fRWCgHwiEWzD4bly+lyzTrrhuZmiERzLly+rKjbAoPhw0FPp8o/JsyxGUJZ8YlLzBT8Y1FiwWtkOw6Uu+eliefhvT2Oq10gPStOs+eFsxxj+QnT3nR+JcSsuIr4hizqh3Kuz2mtTTqlwfcgEV1NwZXSuTow+Wx60F9YPxHoD0E4XxGfgXF8EAWa+AjRO8JuQ2+sbOejvMIzdbhKmeYwlPU+Nl9BfwO+i+lSuhkh1Vqo/ANRbPgXCW8PgoiEUh5maWPRFcC6QXU5x6X8Vy5cuL1EUHVU10X1R6JEg9LCziPw7DXwKGAJZrqLidNQDaBXxD8J4UnmzPU/gv4nqpc9XqzLS+jZ0T4KL949XGcSz4Wh2hbpt0CunOHxeodfUPlPxSxjOUEJZK6yv4Wo7RI9KxEQV8QiID1qUgfGv4E+S/BghDoA5l+3QXoYLKvhbkSDpU4+IeEIG/hIInyUiV8h+Dfou0RlHyxLb9o9DLnEfhDTAJfeb/DZ0yjT5LGbxK+F+BV0CyG/wCAD04+N5gliOtQ6CXGJ81FfIrX0FfNz9R6cfIAlXQfGSV8qpU7ErHt+GzLDHzt83CqKy8oipx04+QufZ8kdaRKh8tIs3NI9b/iDev4B1C5vOPMLtcDKpU00EglLv4C3ex12+Kvgr5V9HXTT4WfiM5/i3FNm/kaD8N9L6Hy6mnQl/rfTXH+HUqGEeZUGVLFd5Rdnwr5B0X83CcxK6Km9t0f4AQ6xkiozu49Dy+Jfyz5W0ro3sYvcrMvo/PCD4GJDcOow1zH4h+RfU+Q/AfxD43+GPwhcv0n4Y/hkVK+J/hjL6XNJS9NhcpBGA4AwyEAiJUEOmsYDXUCugSCnoQPhGJR0AMYBTaBCId8C2IdDXHzL+EESGlm/Q3JrCaxVMRp006cdBY0lLmCK3qfAE6adfMohaNiLUNzaI56COPnHVRH0aOhXtK9pZMpWNotzUs6OHQivaV7QodRgQdGJiYj0FOhSMplLuN2XyiVuUle0s+eB618dykqJ8olQxKS/gv4ri9DJB/gcTPQj8J05jBjqEqJAjCdSc9dfIPwWEcbjuL51f8AyGH5v//aAAgBAwMBPyH+CFyiXAO3UKPlp8D+SsZtl9A/xrIt+KYoZXyk6jXRfxrfwj/EWX8g6B+WwnwHyInoLOj/AIa/KHpv5aX8RcHreBPMtFls5pp/hL8kdBp0XyTql/EPU0FEBl2RLuUlSkYfwHodKldbl9B0vQvmH4LuqaWFxIxLdK/XT+ILNw6xh6BgxOh8sl/BUwem4rrqLfyTf8EQHQAlkeip6D88CGspK9BWWdL8V/wHqIHQCRV+F0V8IfM2MSut9K3/ACNR3NTPFxU9cDvG3MHzAQJd1H5raMNR/neLpF/p8tRfmFysfzxUzH+SuPVcf5R6Nvmj5rzLZb+KuXL/AIgxgg+UP5Qgx8D/AARqEM2wcD8On8naFJr8Kfxn8Cz/ACd+mkP5Y9b/AJJ1FPwP8cMsix/L0lzKa/mFf8oIdU/+pSUh8I/w1lksl/yalSpvLDooZaAsWR1LI9TcOhbot1E6LYN9X4Q3LZmKkzLZpBijGiW9BfyiErpvNOiBisms0nLoegJqb9DfWmAzaM3Ar4VpaD026+JcqjoIqmsLlML+WMuXFuCOjSzSWloV6bQpCHMOg6tuh6GTqzMtlsDo9DboxWIRRG3VtD5wZZ1uX/8AWx0Yfxjo/wA4/wDlPyv/2gAMAwEAAhEDEQAAEDWTkizpTYSflGx/YL3lio7+aD1NlKmb+g6YOyfohEwbXI9QZLv/AFQ+MjRmst2Lm7E8u+SHXObZwbjcKbSSI7TCVdtwR9rP8tSQTGvxrLVKxwPoAqkS5Tf3rCFiftsQBwXf08TpxDmAcCDNGWdOliLewV3zsLt+NhZ8vra2AOJuqOQITvOUudoN6DkvD+ELmI8sYd+ztWOKr7hQXoUqBSMBMwyDdxfotFwjZMfyKor6J2bVwu0TWgjSPQR7r8DZCI/O2ZUZxL/QXZrWq5sHSPtts3+j3wQeykARZrE4d2Z1BAEm0aS/S+yQpuDyMUwSb2DyzHzUdCj/AHpihSStKRPqIy9ljUWptml3UJ0Jz7hp9Ei5o43pbMxVE7r0qUky0DO2/qYQjP2ktWK3xJfBieyAUny0NWmBWMeXwhJ00ja2nrbfx+CSBCTGWQG0hwLliwgU0skzdk1oHbTWCkGdgEAA8g/u+MkCBg23fEWbZ5beIiRwl0EkyeoDQLg9AvAWzQsuzer6rEdMGR0AAEPNUKCIEF4ySan97DEG7/UiyXE9AEpKVcgzUASySSl6/wD3Acq5mybf+Y7IECnsyJgIIFllCDIuZITPwh+XDbRKR3SKbcPtFTY3BzPe9LyatugGEabRgQd17AtZcVNAPfa6+tlkiJ71A/RP5t39qwBKsN9RcVj1s+tjhFSHwnoazxtu73e7jwsVMJJAumlESbZFN8BEttsBqjex5FjlMrzlgoXAE0GKLzZbJstpMDoQ7xzye6ILUhp62/izABolpNkgP//aAAgBAQMBPxC9lqrzxUV54Bp3AY0QoofLMJrV9sxLLsApqoJVaoisXVT8npBRrJXP9S4ramm0v/YFMrTBL1oC2kQXZNWeNyg5N6fD2ZWxIJ9MpRwXK7Mvk0hqo6RuLffE3KSI7jLEgO3fvtA4scCF3QQVVcKp/FJalotQh+cwAOOVlA4wQ45eHL7Gixc/rO0rL00QaDFjyxYGOVY8fABiV3m9dCxnDKSpqMjSU3+qJTUtxB/TxLF7hkmTaiW2psl/WKFY1u9vxAlAKRpXwczR4lgvABtWeSFF7ezke5MbCU0nMCHJFXc7qQRdIMXHH+AOYb/YCva0Y4OWkQaiU2skVNvu0t5yJLUCmBHz8OD7yUpg19iXfyu3DwwIByySqJkqPZGPtErMQZiTkWx98/iUOirRYqDdX5xKgBiQege2fvM2QtHIRfOXiAlAiqazTJpdoyiOZANpvTziOWWEMoXdtveOZwfsEsHtFYFKBY0AGRZi5cWqyVcuRndvxF4VQRnBabbaKjMWYCUlra3vxO5d3YVkqry3o8ntM78gjCUaM4pGvWPAoBA8MD+AQw3g3FhldDm5zlJcQq2L3c37x1ypSZ6riEmc2tAvpMgghkwumeQKHaWme2aFOIRMDgPEJKVpbg822mbuahybHsnaLPFgDsQvs5qUEcsyF1mqhT/ifSJi3xpWogWAFVuD4u0KAs/2EaASpRwKHm+IspC8i5g1oy2A2cfOd9cwgXfQkIrsieglNhJgOmznK8wtlKyqa4hpBcBR6NSgBq1OytiSwcjkNMpKqGFutA8mDzEeRVlS/A5cuYOIdKL2lgvmEu9LQ2GsxUL01pM7gW7m7jS4M6RyVrlO8APnwWdiff2iSoCwNFs7V73xBiziBTsN/ZBuQ1LWcEDilMdOWPuQlGlrlZm5QjkPgfgmMQwjfGyd9RX7SmtGagXDaqpwyqIymznMxSaGUBYL1bUpRGx5JltBy6KgQ4Ci6IBqitXozETLoZYUvZzHo3laj4OK9YFGYMAHNHeCIJkcnRC7Vehg93EUPHI7c0xODC4HnMGp02B4YVsy2Mp9ch/do/md+u9O4nCOEi43eiK8vtKjhKu24nZDg/KWajeElg0RAi+pdmYjacDhshw5Tcu/ugZrk9u/ZiGmxbP8im6RN6AcaHvKoUsH+yh/T8lhS/Fo2SxyDT6xBHpNvHh8S2xXy5HkmA3eQNJKjBjLzZf5y1IztKxXIcy6UDKupybCo3MEAAnh/aUZDkMP2t/MN0pbiHdAU+0rC9rLZVjrkrH4UHqmGxXLi+T/ACJHpbLuVmFbXmRdll32MQeBgNj5Bzd9syhSbMrONue5dzKCxNAavPoRT9YZe0t2X5gWilVuq8PMvUq0WUw4a3uX3EMhbAHShb1FQCbDvCB3r7JYAE6IC13ezBiq4vMzjhtIlLIq3eXtM+sKh0gvOaX7QIWCXpqmwL1yzEQNTLXjLN+9gXcuh3j1jTxeCKh1UDAHgiCNKnd/yYxy9AcxXqA2poA7sxTpsN7sAB5tVqNOx9NQMQ35j9cDQYqUbbO/aJrvpv7EsPdrGAAbI5uxV3Oe8pAOZYUWJ7TS3c3KPaA8QE8KAHniMQ7xZgy0I3VWStr3B4LBDT578SPJfykafgaZTZZWBeJYKWspMIu1BrrgLUXTXMMaSZARQUAvw8OctQ5Al0jpB0FKKo3qxgwa7lk7PcgLRKi0NdvaafVRsXvieil8Ev4QIL9ol/c14hPmoYwYwEerbvKX5Vw5FXaqz4y1A+Vl0VpPYi5cITG3PdfrCwqzYcnDA7GguvV5hoTDsej0WFgWN5uXeHzLyGC5n1lpDjgXfzLJVhA5wHDEDakUUxbBmABnHEaxDwAtYWNGu3EANGmEqAMr7Rrgi5gZ/SW/qarIJewQPzE0FRe0xeioio1K+OVX2Ia7ApmrGSGGoFD115G5aiF16+DQ+0fl494nHuFtTHceLuM2PN2wQI2KDZAFDxj+45Nu9MJitdDu5Yl7iO3sbhXUx9Fot6xU1AEqkAANBTyXAAIAwVMxbmCHRFtaBbBl5e24qdZWROPI1WyFLQlI3nxFMiarihkx21AAQCCmwNcjDi12ChxKwVXvL4PcDCCjA2ue8ba0sxKupu6DUycUrwDT8JWlZjqoX7m/Mp3tBYuuQL3UCEsKtMU3ApjYCG7Kpqafg016ps37xbFrmDBXfDS29pfnCmfWpywF8f8AMQmAipKcnv4mjZXbiu9zIEgbtpujtiL2LkgmtwGCy4uLA0eRa7R4uVoIptvyYIum7dLUWmseGq1BLyr21y9hqhxcHpsHIZteWZUAgMWAHOvYiYNRDMaP7NnfmBNWlu1bnxdGPWBDRUOBKPOM+vMXMcAshRd2mrxkzNw+dDLHgvhlckPAFEsnjwcHg8sWaX222UMaKrk+0AAqZbPPeKjBxyxE1Qvxbv2l7HPASUWZHvFLELYtMHBXyupgghXiLjxX4gmiBzfJPcgbi8xvCmi4NP8APEFyziA3LyrLGLALiKllp/vEOJQrDBRKuJfaEwpuLEvBCzKr/hMCRHYpYg433ltIbWHYeXmAwC1PkeCVSXBufC2BibhgDDFm3MpB6IV1mEGKYBxBQJxZ72jLYSyjNW1chQrPMxeRwUsNZ2BytcxmheyjaAT8jKYDhAV+6jgh0MPFWJ95cWupbU36N7gM3qWlr0AJ/ca9wBxde8vdZ32al6V0v5dhAlsioKUDCw0Peq8d40GIcBW5IkJXGeRd94gXYGBAUaH8yV+V3CVQtVmEN3fMVXPTmXuq/u2PkbFvQH7fEyXW2avMK3SVnlZauHsYJlN+HBG0m3sSzgLptBWKKD5ZahbsYhecaYDX2EOfWELRc4KZhWtqO8txK5Rslw5aTT6xEUwhWiW9uIyFRhp2S73AUYJgGU5CDAw0P3lRdNN1ApzLDj27dBeAN4cEqIrImbNZlTmYGznJD6lQrIV1o/MUULNqvJFakc0hdieYqySKbNlni5ZvekX6wCFdQ9sDsgjuoyxWkKcp/wCy7CR2BVB2BgOJcmOSk9Au/MZjJqyucTsoYxh3Ng5BrvuVPkVUoDRYFChOb1j+trWlOP7VA88yJ5lbMcd8bl2fs+8PPJCsQWu8Qc0pc5rVj7S1YJlLMRBDPAtW2794Rtl2rvLtn1gxRViiYcPRLVDCcm31jmh5xKEJWGGojyIuaTMS6KXAoXed1weISb+537EbYtw8rxKIVXNJwgFvpDlJAYl80bjw4yyd1dOc8QoEzoIyYoH8QIZmwP5IV8HBhh5WTQ2VDSF92DkrOG5XuNYCwzBNrwHHrHtsFVvnOy+xFZF3LRmPoCiZVA3/ADA9I4AlvWlqbTgbgUNMJXF8JDY2axeHCQP2gp/Awdt4Fv7xAAypaTtg4QlwIMwhr6jTYkEslQWDTZbwzN2+6Y0PuMvm7FX5xbtLFbvFL2PPvK2mc+1xgt5iWhebuOQ5Qo5YMnBQ4i8EYoMeqXJBanIv92f0eqWCNtKY8y6FFWzsQHTg2UoK8QdcxmzlvccLyqoAXBTKZY6xEG8O5leIXljVCpjMEDZWxi52VCxwUwXnFWGKW+ALhqy0w2ZXmCLeq2+ywtGbt7RUFqwEX3qWXBlpnXtF5dqBt8sKFA27iJosxm8cQXbLI8UhNCsFy+hFa4lyjXmeVLqpkF7aKx41ARbApceFFY4luZujUCt1tViBurwcAnNFWvvFVuODDAPDEBzmGIhQ2KP3CwyjrJBJVMLKpqerB4MKRsS2qz3jJz06VCj2CqZ9YKRZSdyq/DmE0/CEpQdlkVAEbEcwI2CjOaiREkteItjVCPqr9VCnJd+XrFsRdnH3gEejNfiA5cs6hjskxbNh4go05VB4IyujnP8AiXinrRP1Nf255X6R9kZIncLQvL7RIqbimlNcw6gPcErTF21W7YPSOkq2nV8EONTgd4xFT0HPiEFSlC4HCFNj7xXSFESnBA5wiWgYA5E0iSoT+OAuYKKACx7xFyAraMLqJCVA3VswBxbqYwSaUxwB2TiAyFeMNNJdwBomJPuCzzAdwVlBqxCECqyCr7KMjUxuyaZ8a/4Ww5X5KOfWCh/Ngt8YiJenEpFRQzX3yeYFFy4gtOWXjH9IrYbWY1MSxzG4cW7/ALRRLW8SkzEy94X9fENQsbN8R1bGH2gaApRqmFcJLqhZvT8ROmssZfRzEFmMJurmGI4S6TvtERO2RnaTsnJxMlFO9+I2QfWXfHkbo3UqfWHkiMq1j5eP32lfYGdbHgZqITaOTkG0ayXp8QA5s3AlncNHDDAsst5I09S6t3Fto0zhIW6oh7qhKg4upnEuNqrbUaNEWciBzpE26TiHzkDH5EHtWl2Rt3n1pRXalR19pQOBmNGe8XhNGqPTTSWUzxGq9nLAyAZZy7u1xzlr2YAwPSpT4HvMNo4vcGS0Vt9o3b09zvFTkLXEd/TuctjjsbvgpH1mQi4iURjF4dkq6nF0/MsZz2Zj0V9PSAzIU4z9pTMMNMvEwCMtdvyuYk34eYeWopm7DlhmL9ahf1J13GIBuBNvmEdUpZAS01Y1Tcf0swDjxHJfDMvYmCJIHIFrL5uWbyZgCqgLgIPI37ZeFjgS/LO6jHSyoMI8S+ENiSmq+RvN47wyhiwTu/pxWR0pQr7LNPaHAN06IJ6KszCOeZWJdSzliA4Yr3lveKw1dGcDLHoiBHVJ5wszVNzsvyqE+V9KAgrvegQiLgzXHiGMNvaL7DxFbtffApkSD5e5Ebz9IKFpoGoBUBNb2hOLQtB3IHSFbunaWUspDiPsLpWVnoLpQZmkOCAUozHS9f7RbbIEqI1Rx29oVCNJQpFXlhj0ZbQCwAA8rI5ORBqAvaW7bOGNyHNx7Uvl2ImLLyvdmNn4XGolVGiVKAIOzABxVCaODHBFgLw3/c7ajyyYgKrP6g/ol74NQrt1KeDvAurX2DMRC1cnYLzqYASPNp+US7OtCHFXHU4cNjYN0bG+SMlfJUR6Fe2UExAH7N+6tdmPRYWLTD7y19WFXcex6Q7I1Lc7TG0tvdW/SeB7aHiDuLZtBA8XBrnF/aUCi7iJnHgm0XrKNLB6TNwvrEFS6A2sbc0bHHo8kAoQ7EfsxRxFqCwxVg2WANkEF89pQ9BV6HmMdRqPMBRbKrBqcvpzBqXkgks+niAQSKM5HImeiu6HejiIYdeX9yhReYD7ioYY4qY+7BjRb2glZ2aYxrM7mSGkioAxrwxqVuCrQuF7PSIwoW0OC0hB1ij0JdYuE+1XFRYYZhF5jTcg9MF+I5qecimGjZQOMMBkNpAMckecUBCleSAypMZWihruaZU1UYlv/iIIIVUjGHmmdtMDKSOVBtpfEZFktl0E2DJEFANAbp7MpekB3CKpWk2Ga8vC43xFbOckZoPsBLrkOXa7v17uYuKrZUIpSuCW2NdiwuNv0g5V04ZebesR3LNtmO2NXEBHaOPEIos1bTxfEIWXguAg1NHDtgoHOoHDRkmiXNuFtQ7E+cV9nR8rl8RrCnQcFEuCKuMdQiy+1iQJWX05gNXTUKlYhn6dpnrihIZt8vl/DMG8kvIdyNwKL8sEvDLebg9h5mxt4JXKjVyo33iK6ayQUdNvrDNJY8JcCOT9NQD3O85XwGBflcTB4TfDtf8AyCi3OIoh0SNQYIY8CrrzMEuapAHCJdiYwjh1K+KUr/0naFQWNAP3i0Nsq9DzDhwFrFiSrURWZWsAEJyrC6o+5Q/2GxLt6Fq1eBDb28w27JkCqrLDgib8C7vPucsxO/xqpf3Blc8QruwMPj/kLe+9oi2M3EySId8H5mBQJrdiS8U4GX1jZUqrKAO+Igredp+wyzFs4QLyJNLmyYlDOs128QODJr0jK3cS0D8CeTEvT7y2lLqgcJZ+iJSIByppVe9iviDwNSrG6Co3vlNibBngcTwRphRyh7dvqRM1RyfofemgdqVVVidkpgSpSMXmzIBeo1ijHN3OR9oRNVIvfCfqOqolxNrNA7REQcSoEZmhXHpBnQXpLCC+1zQO5X3jR4w36QkHKAesLbbU3ZWbPEURPwYQ5nDvdd8t7zt0P7RoDILmoNLAcw0WzK54cdnpKIBI2LyvszDIjBMK0agEq01QU7qu7FSFh5barGalCzdhyXslldrfb97UTOdNwWfwiSgRc3Ks3dFwfgkG0rJTln32JkIpmBoBL8bcJtqmJs9Ycomlr2uIgoaKT+pTBYtUvvHwtMtX7Qt2o6W0rxDxeuhte0NpctltU5mpGytrvHzi4hw3k5jVMx+fSIjd2MsrB3W3g9e7BN74Q7EmsDFLdoaVdXMAZexEFhX8x3GynL29ZgTt9i68A8P2Q1AlRQCchaGNfIR95e/LcbUVnZKQNDt3h4Kn7H1ikg+TMoBS4YzAVmgRH7kbwlGVRQwFd1mIlaBEta8QALtIKvH+EfbNiy3s/qFsJfJ+CWAkoedXc8orxXrqK6W9tOUUFYNXh5S4HK4hziWituZk6/wQHdx+CZqXCkWz+FXBjgq/pxaf5Fw0LDEEtC8EoxlH3QoJVnhG1nMajYe5Kr6hHUEV/wAT0hsz94gEcQHIvLMqAdg8QyDMXFLS6t6XxLd667vtTybGKvvOC8IZaLCKv7xTgLRXLEkV68stzcfQjlNV3RjseR9/vEBDOO/AQqdB2iYKCDL1J5hjudr+pjgr/wAA/uBwArAEVhjW+/EwO1ZB7y9ux4b94lKdllQZs5S8K9GtY+NGBCyh3SE+14Rgw6FN73C/UU9Rju2p7GILWPMOKqpeB9wlxgrFM4E5HicZki0mCe2UF60Ep+Vr/fL7Q9Y8Nmxunl2/eEqiryuX7wLYE0+kc2YRg26be1O5+jvs/cr6qnjyqmyo0qKQVEYx5Vj3J+1mLK2td5TmDNns3ZiJFeALqml9LiWwtkGkee16glgawlGPPrA4DwLTsPrK1mrCjhHioxtmfwWfhjnxl/dbak2h3H7xEMVVYlB7IygRoMo0Acsd5a30W3Ew7y+h66HsO/2QcAodN0RrHNjtSQakwHGZXW3ge0ULQvzfN3NKwMBcyuVeXtE56c8Rt/bCYLYYjjEQagp35j6AYs/R5hoYCEquB3l3B+0txvseZQ6t6HMDQHcdHtNTHZNysyY7ORlnrbdocUWD0jQr9hScMp4wkhbRXnPU7y6pkeakEXxqtI9Z4eI9tagDirGpncBtXOYlUz2dpm49pp2cn6GWhzeug+Fz7/aPbIMH7AUeyYpPbUwOUYg7cvvKdOLqBkxb9S+76uVrqnhFpdGOIA4mtoUDWVKNTIVTh/VDqbG4MehZXkYpsASC0OQKQVWm+yYivSZAy64nI0cRaI3VXN4inQtVpRpxxEK+xX/OIscyhRMcc6lMmgu7QLOMBzZkOZwWHk7SvS226aa8zEzCyhnpqMpuR989IlWS0fxRe5mk/tQKtAosfbE7Xm6M/aac24kIKVm8F97iwgGzZ6FR+qcFVHvBBcyOC/MB0YvYixCzn8qLrW6DQfaWaMm3/hGMH96F94+D8zCR4jIjbmBOPXtBVfQeIlr6/wASuP1/iMs47f8AOXQth/nB8iMhaR/LvCQ2PGiZ0cGCWq96F/RMrXOE/qWYyw0puQBAi0G75s+gWHhNxQ9f8vtleF6cHY0PQhF6Ov8ACB6AwjAesA7/AOEOEjxBTGj6NQoPpPaERt/RxM2iuR/znmZBQvEFIZtjoSXmGpkihmEJog9TEqyACARJmSJRjDDHLL5GCm5RhHZcSxllLcuUTkYgdLszRARyo1t4lXEVvUVw2sGAiOkZckAIdADoKwSLUa0mZS7SPcQY6tSw5nblpTFpiuHMEGLFa6W48wWQIgiUy/cVYihJIdWy+hFuI9n/ACJD9A8RZA6DIX6oQoJDCaia6AFGWCQFUwGdiHgjmEbiBLyXhitjBUXmZMFEWIkgdihDvvqD1KKwb9WWTcFBday3UsjHLvpnNn7wwH1HpPrn+pZydWr7Gp5I64jvcJN6pEodSnaZkJbmJmCXuGJZhiplxcxlwZcuCESBdwn2FH0SjxLtKuOZMQv6+zAGIcK1lJemHZfb/sZ7fCw3YP8AcGagD3uaecwxuzL/AI5uBIVl47RRR5AM+TUQLZYQHHeoMQjHyEuR5hQZqAG45AGvCRI6IuQhdQytsQAXWC9ywX0BohdQr1VP8hthUuxVfaKRA0AFaxlYW3tX/IRAOQU/aO0XGA0pniGnzSD/ACUJrrAfxGYAthp8zhZ7cF/ue8MAHG4crMxlSh5IWNrVle6ynyG6a/2f8Q/2FtpbAT3jXGyCw5VvcSEWVXZ9oG1ISv8AUEot5xIvUtb/AA/ynKh2j/Jpo6jKc4jbdtQKT0INtSWwArnEzSGsRX3L4g3rQAUC+ko7O1B/k8/2/wDImWcFAneIqRNQU6vL+Iq13WYlQy6IlV0nczINgJMTbeIyfYJsKx36z9EpTy/uEut8CZWDtbjaQcVZXhAqA57gFANaw+jd4q9VAXfXafRxlN77RKRrRWhxZFSxbq1Px37iWo/8S3nNV3uUGkxA2aIQsVLZd1b7I3KtPfd6kUqRweBYx4bOwVLhk9yq2PsRRsiUN7HyMfgUNmx4lpI42qeSO1AcYCq+CXH4XdUdk1DGWSwggo/oRxDT9SlWgZLnNA6pyMIa25TkmGtAPfpAcFVexOSJj5Url5IysKdaVElhTKqg+oAKy1luoJeiV4jtuIjaIJp1AwIrxNDKwdolzUCE6BBn3lHT7n9x/wCDhIBZEXx2JaWy/XcMt0DsZ+I5c9pj7MO934himlDaVXtFSyjhGqNxIAmrSpeGwrZ45mGFCz2MdRzqSuicVAtbGyO1y6NhUE+KIHCXCrFMkgCcyNVWArd4KirZpTKFFttafEIuIr7TVfXgjR4UVcbWFTmt2QcXXEAVDuztamWN6oaPIkL7+3hSg0KZHEAo2loQD3m1YBjxIArspU0tYfaUXgQ3eFb/ADLUWDMeAc/P3IRoFjfxxBBDuwXCzCYAal5SulfdO8amOoto0kXsHkT9Qn3aahSP3lqiDApmLsxpzMZt0zCDEbxQCYMB6RdALKHIZzEADuBAcjFVsYab1NABtVlpDVjBn4IxEy9vYATBBClpkbTehn+If4gthatvPmV0VhdIJHfAyjetUhb5ARFqBYMiMGo4zQbWWxNQuqze4JBAUTgJ7REFgGRfaOZNMIhTyqLaNQLYbPSQjIALVwATufkw8WLEBBXcSuwC4i4sdw7HPmCxVlthbTF1VYn5MImxJZxeyOYpj7Ez5PBDYpJ0BtxL5o8uigA0b2EqoOd9ryvgMsQa+p8RoEloEyetQMG4xdjxobGlL1NyiVvkCYzoWGRhZBq1AG1ZZcvkF+iU8IRXgbaS2XwgJsVK4JyEKqyMt7xuDenGW1AsDu48SCOGf4ZIsw6nrE/wxZWSFaSA2RBkVtqEXDBkZ8wjiHba15Itb7TBuT/GKE720bhh1wtcalMWnhVRxi2WAf1KFmvaXHUdbYEO9NaWibcVDwAU9Qm8cUvhQgoYIlv/ABZqrVK9IroSGVV0EHo1RnVHeGxoIoCzJ4iWbUuF6t/2REx3VP8ASMroGGqyEb1dAFlDTAlvE0gD4MM/OlDskba1GCEotLS9oyyRyN/7j505qwfaCBjxwtcNOLJB0gUBCIRdDe9ekoIK3WGDcUFSgFsPA65Ad+YUGoBn4XJAzbWvtouWA7I3LZfRcd1DU0gtJ9CGbLPRhgU9G/qIbjjcfkT9VF+4UpHoZUbSuY3hlZqCAT3AlvaDBnhcD8wJHhxSVUXE3yi/iD2SwA7APym1+sKhAB4bH4jLGxzeoWznyjn2mOGSNsAV7BXvGZfzsJftGbQ9YHC7AH5lcd5Y/DCLr9EtfRV0DYuBu9ogC9cUQ0PUAH5hMwOHIr2ggW7VH3BLFvHrO8I1BOVpApbzq79w4U8KEUyHtRMID2Z+YU4q8CPZD5D+olFW+C4NErgcfZuHhcC4L94BNrkhPxNCJmh+2Dsbef8ApgBZ4ZmC8XsgtN6JEzvEE4fcj2H3IlabmZ//2gAIAQIDAT8Q+BYx6PR6vRjAjuIPxKTf4I/WRmeQ6LFiy5cWXFhRl52qshkljGE7oW/aUxux3PaXOF1NCDUW4srhf6PVgc3Oxg++/wBT+gV/uO99gmVzfj69JThBT1WZfRer0WX0MMMMMXA7JeyzWHuxA5mOiErMS5lTzLKmL1WNIww1VkEH2/ud7/4g2WSofAGn64iVuwsh+6P6l5R3GhTEqXBe4qBvee7361KgNy49YqiZ2JfTSUX8DGKMXoxj0YY4IZ2J6t+EMSNMkowsWkSh2dFixiRIqj1fp/cubn5vOIE/8unAaVfjp4CX7lwbwwawxxPoEXpcHbEO5NNAlYc4fXiVet9Hg+FC2MWLLlxYsuLHqIAFixG+R2ZmoYshEjjFi9FlmXj+46ldFXbbIDTD1JoCeYJQ8uzyeITdh7R0MzT/ANmGGUp3H6htrMVgfmAvMMd5Q4nGwFeTHqaiTL1irEvow1LyxjEJUrx1GV4hWNxaiBz0Czg6qR6ArBZXSq/J/sYsWLFmOu0ArPj+5ikuEd5vZ/Z5hhLXVL3Kr0QIBQbiJroXV5O++I6H6YhM5MY4qd6FWMT3IMFiYTw8oI7q5kqXLm0dsuLFiyyIiJZDOABRKsEXop0V0ViWLxAjO9Nw0RyMZegsWLFWIie39xN5iy4fR6Txqv3+GI6KmMKifeLaA1VS4nM8A7zUEX4mmIECAex+oIS2uOjBY3mZIqLlpaZIsZdaZro6g2Yhi8whAvQWMdJpi02f06VixZYWwYQ7n9yoXLly/p6R94G/SEktS+lKW4YiY6mB27wzRqVA6k+9Eyiet/kQN/YVOK3r/vpWej0bXGMY/AWVK+Z6ERY5yzsRY+ZaMRDcvHHMPosIFS4Nwqmj+ehZcwAgn4f3GUuLPp9oMZA8Ula6loyG7xOSQbxHtMviGsL1uL04PWvaPwMYzmXFFiwBScRba6SqUxuz0QDxFsupXKXRJzGWloY9+ssiciUM+P7hqYjVTH08TEoock9NgOOiXKRSGE0+ELj1VGJcWXFix6Ew6MY6x4l6mXExQlkWsAcTlD+P9jcwP4/2IdQO2L1JNJQO4/XWGIq7g5e39yw56LL+np0o9foBhBelQIJdFPgX4LlkSF6seoj6R9I+k2lcQms6aQ8/DUro9bJadyCGCFJte39y3MuM+n26OCbIRHC5aCVKgSxAAqCGY3yFwXA4jBRmMZcw9CxYspfM5lod59pv5tiR0keuy6Xt/cXowfp6dVa9n/O0Aa3qRdAoxB0ZEr+M3EnHRMwXUXbosYxjLgny5iYg2rn4T5DIOjLFjjlzl7f31Z9Pt8BkM3d/diXiUg7lQIdLhmZ8RXyazGEJTAXKodxlxlEzEieY+sazjmHdpDXygidEf/sjLb9jiO6NOKzKgK84lzl7f38H0+3wXntWej/0/Mej4j0DqI7jFoyiPyFSodAKpDdomNxjeZuGbyH5NQIsetykIfWniaQv7j7bg+b8T/fzKQ9kTPXXjX2Zn0D7P17xgFDh9Ol9HA1l93HwSQOoQpHq3IErHyVxZeky4hzieIj2ieJ7T8oEpaGYsuXLly+hGGY/KIA4PRw+z+/gsFtfgx/vwX7ldSWl9BLTTKz8hLhlN3Sl51MTxxLIpERZRYR4hkv4ToFHS/k2lpqaFRwdJ+fMaRBG1X3gGaFR6EqWRJcuLKlwYujSCOvkMSypVMIXZNRlTuMGgjbqHQr7O3/Zc26X8AVHMfkI9IfVUwvzyekRpk5/plIv+jj8wROhCFMy7IHRi9CDLs6WG/lHKEJGG93fpQrR7SkWbdSpRLJcX5FsCFSyKSkBgKFqJjfXx4huJ8A9LEuXF6XLlJcPklHoRdRl/PCCB8F9BGDGPwDB+fJpPDHsQXHSuhF/CCNLS0bIsvowQej8Q/JvqrjGmMxUt2mQQeeIlTFqIArTCRILYZiIMRY09AVCJcw4grPSjjrMqdBMZ0EuelpaL7QxzBtS4uIBuLUSgTiASAYhhcBWYJsOk1ygvyGDFYTc0Td0tw4ikenqn5E1Q5OhQuUF9Xf0UMtTwxxgz0VYJKGwmU6GHopKSkBOs7msUHcCyEoukKlxxjol0nhiIGD8T8CTJKtNJELU+89H7wDQlQqk0xXcAwiE4gdieDoqVQFWStVdCaV0w0nTPFGIqXKCmMXEumCawioqQDoIrpWituUqZVUSge0o1F31F7BmXbOmEUHQZcuXLlx+GpZ18CtKYECGIQgYQQ9FJXxkZGxUtv0APVZSWdF6tIrolnEYi4+Uy+lwZUc4QOjaBnECBK6hhiTBFlBZCMMvOhRKlSvMapUCakDUEroxbhXwi1GBuIFELaXny2VKgJUSB1IEA+QdSFRiEolEKhUuMuYjGMer1BU7UyaisTcPk//aAAgBAwMBPxD+Cmkq2yrhZYgXxFNWTOcfLtInVE6WXXU+ADc7EWloKAw6v8FQgR3ZiOO3wCkscyonBwxQ0/KvLOt6LSS631rqtFxFfw0MHq/wRi7gfCMtwxxLcMSvjqB0FiDXS+is+F46VNYXPHN8dODq/DfylrqHyK9zmCD5J0rRK6jOFiTcB103IpQTJpb8QAt0cE9PLOZhpB/iFUD4KYdAliRfSc5+LXwq0SvgVYhqW4dwZlBgIZu4JJmMoF2Isxl6VYdH5Z1WOggdF5UGWl4Mg8xRJ2pqXxKfhrodeJgv4OVEXi4g2QtNQgWunS65qNVXGCxflFfHpAvoLgmpTHclCXYhEOikJ6RZLPhXoPXiVKiddtqU5JaZ7hHLsY6tlx+DWJJbtKVfwV8kQK6HYnf6AXgimYQwwqgJiN0UMu5USo7PgroHXjoVncvbhA7MoaiBjMzVTBWIKa+K1VK6XivmjoFE55fqd2EYJgkQZYXcsqyWEtdBqcQzKIdbjDrx0WY7u48XBgpcjrM2+UPzc2OERdwyM1pKBVIkxlG4Pz/kQdPz/kEy3G6Jb+A2j0PgOvHTRDTGOcB1uMWYPyT5q10GyJeYirquXLl/DRMh0IfFx0IExpD0uLKIty4Pyrly/kuoysYV286l/MWehD4uOoiIuelx6Jb6V0H5B8Aw+QIMal8fA/Bfw8nQh8XHwIwd7pKfhrrfzDqiInVLifOrnZmfMV/Fx8GYer8m4MuX8vSEoHj4BcfknxppArMV1PNBRW8QbPgfU/ER+eLBCymz4bIiQ/icfwXU7fAnxsI/LuaegtEV/Co4/ijTcBL6LUbN/NfmKm5dxma4ety7B0Oh8+5cuDFNQYp9cP5TxiIQS2FMv+G/EMcwh86vlg6P8OT5b/GUNw7kO7O66XFjB/AOjB60B+J/hVLdBO2ZS56pgCJBzALIItjl3I+D0IsFzAJcZZcCNQyizR0DAGXCO5UuEYqOle8r3h5zLiJdNRBcR3LNo6MVcxVoitjuD66HbPylKMTKm+aelQSGCdHbNfRNmazeXNS118JF3ieeWcvSLVktwuVK6sXx1hB6xNoCiopwxl0YF1CWegVqeWEb+XR0k2iZGBUXPU+0XZJkR3A+YrzKzfMWaZ5ukqbgBmVN9FG+jlhnmg+8teljZC1mLB6FPVVXoy30uQKKl7ZL4SgroDgdU6ljmeaMOX5ZDPQTcetSUlxY9alPQ+UkuOZTK+CpXxBCJ0r5oy4bl9GkRHcWL0enEIkI9CLLh1Zx1X8Ko9DqdHox+cREX4Fi/wDwT5r/2Q==", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "2.\n", "{'all_categorical': \"['achievements', 'action', 'co-op', 'fps', \"\n", " \"'multi-player', 'multiplayer', 'single-player', 'steam']\",\n", " 'price': 13.99,\n", " 'title': 'Unreal Tournament 3 Black'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "3.\n", "{'all_categorical': \"['achievements', 'action', 'cloud', 'co-op', \"\n", " \"'controller', 'fps', 'horror', 'leaderboards', \"\n", " \"'multi-player', 'partial', 'single-player', 'steam', \"\n", " \"'support']\",\n", " 'price': 12.99,\n", " 'title': 'F.E.A.R. 3'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "4.\n", "{'all_categorical': \"['achievements', 'action', 'cloud', 'co-op', 'fps', \"\n", " \"'free', 'leaderboards', 'multi-player', 'multiplayer', \"\n", " \"'play', 'single-player', 'steam', 'to']\",\n", " 'price': 0.0,\n", " 'title': 'BRINK'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "5.\n", "{'all_categorical': \"['achievements', 'action', 'anti-cheat', 'cloud', \"\n", " \"'controller', 'enabled', 'fps', 'multi-player', \"\n", " \"'multiplayer', 'partial', 'single-player', 'steam', \"\n", " \"'support', 'valve']\",\n", " 'price': 14.99,\n", " 'title': 'Homefront'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "6.\n", "{'all_categorical': \"['achievements', 'action', 'anti-cheat', 'cards', \"\n", " \"'cloud', 'co-op', 'controller', 'enabled', 'fps', 'full', \"\n", " \"'leaderboards', 'multi-player', 'multiplayer', \"\n", " \"'single-player', 'steam', 'support', 'trading', 'valve']\",\n", " 'price': 39.99,\n", " 'title': 'Call of Duty®: Black Ops II'}\n" ] }, { "data": { "image/jpeg": 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XfYg4DSTjBz7sIOfLf+S77EHAY4kgNJI+CDnyn/kO+xA8p/5DvsQPKf8AkO+xBwI3OGQ0kfAIBY5oyWkD4hAaxzuwJ+gIOfLePxHfYg6oCAg3NWu/iRjQ0/pQVPQ3HnDXA9UE4p6vnPfKCb078MBKCPGRI4gkBBLLrbmVDuoBHoPig8dLtTU6wc+BkLRTMBdLUyjliiHqS5B7KHhj2p0PdaabUtbDerjWs56OjfVGGOWZuXFrQ3GevKBk9fcrpGK144v9WaTdqWZtKYXaonfcy2Socai2yNcYGsJIy5rfLBa09AFFUdT8RN8vcFWy53irr5KlnLOauUv8wZ64z0HVF2pK/a0muVcamImMcjWEd847H6UGR1LaG8SekdGam1RPco6CzU33CrIbVEHVVwqIzlj2ud7LGCM+1I89xgA5ViJlJnS1nEhFNbWy2a2Xq16f0JTltJFb7TK6WSo9nma+pPQySE9Dk4afRXSMerjtfSzywR0WrbLcKmSPn+TMldG5rsA+WXOHKHY+OMhRVAX+xVtmbC6ekqKSmq2mWAzdpWBxbzNPZwBBGR6hQVftlqfz9SUVTcjUGntTJa2pfDKQJmsZ7HMzsXc2Pa9ykrEdpZfr3M+j+VyFjKuVzpWgO++DmJJJPbHwVNql2s3dNi3Fo9S01jttJRUjYxUUs/mzx1AY09HZOedxPf5o6dEIZF6J4wdU2y50r9Q2oXWuq281Ta5f73imge7AiMLvZMeDgdOp7Lbxqm1/4f8At9xE6MvurNm6+e36moXPbU2t1OYrdV1I9p8UAcA6PBJaD1bkY6LMw01kXqz1lgutXbrhTS0dbSyuhmp52Fr43tOHNcD2IIUV4XIOEBBkHwdcHuouLTXE1uoJxabBbg2S53eRnOIGu+axjfxnuwcD4ElBtw218MHYbQFuhjqtKu1RXtaBJXXqodI559/I0hg+oIKlv3h58PupaV0U+21spwRgPo3yU7h8QWOHVBrz45fDC/uIaZrtd7d1tVdNMUnt19rrMPqKJhP7ox4+fGPUHqO/VBi5wc7U23efiS0PpC9UhrrTX1p+WU4kczzIWMc945mkEZDe4QbkW+GBw4OaD/c8b1/5WrP7RAd4YHDgBn+543/a1Z/aINMfFhtdQ7O8ReudI2ymNJa7fc3NpKcvc/y4HgPjbzO6nDXAZPVBsQ8P/gZ2X3s4ZdO6r1ho4Xe+1c9UyaqNxqYuYMlc1o5WPDRgAeiCu+KHw89htu+H7X2pLDoYUN5tlomqaSpFzqn+XI0dHcrpCD9BCDSxgc2P83P6EG6fhe8PPYbcTh+0DqS/aGFdebnaIKmrqTc6pnmSOHV3K2QAfQEFD8fnAvstsrwx6m1ZpDRwtN+o5qVsNWLjUy8gfM1rvZe8tOQSOoQaj3jD3AdgUHCDL/w0eHvRXEXvDf7Dri2SXS20ljfWxRR1D4S2UTRtBy0gno49EGy39qr4df8A6Pq/9rVH/qQQKvwpuHephdFHpeupnn/GRXWYuH2khBY7fDwadMTaeq63bPUVyorxFG58VtvD2zQVDh2YHgAsJ7ZOUGKHh88Mem93uIzUmhdy7JPOy02mplloTO+B8NTHPHGclpB6czhhBsmd4VnDsB+8+r/2tUf+pBhLslwh7Zay4/NytsrpZJp9IWainmo6MVkjXRua6IAl4PMfnHuUGbLvCs4dg3P7D6r/AGtUf+pBjHw18E+0GtuKTffRt90sbjYNMT0sdrpn188ZgDw7m9pjgXZwO6DK39q/4cP+Dxv+1qz+0QP2r/hw/wCDxv8Atas/tEEk1r4aXDtZ9I3quptvxHUU1FPNG8XarPK5rCQcGT3hBjb4c/CpsRxGbK1VVqjRjLlqqz3Kajraj7pVMRlYTzRPLGPAHQ8vQfioLgcZnhu7T6T4dtXag290ibRqaz04r45mV9RNzRMIMrS17yPmcx7Z6ILS+GZwQ7c767T3/Vm4WmzfOe6mjt/NWTQBkbGAuI8twzkux1/JQXb4yeCzh04f+HjV2rqPQTILvBTfJ7c43WrdipkPJGQ0yEO5SebB9Ag04vGHEe7og4QEG0ixanEgbh32FBX1p1GTjr1+CCtbLWvqHDmOB3QVZTyGcCNuQcII0sbqZ5c53LyjJCCDZoarUt/p6Ckhkle94aeUdhnqT7gB6oMkZdKy0VDHRWa6G2RMAcYJIxKwtHfv1wT3RGKW+9io6G4zi7Rxxyk+XJNRglsZefZmjaT0IKvkYJb/ANC6fUNVVUFYbjQGNtLHUvBa6YMGXyEd/acSevqoqzBuL6eQAZafUZQT+1Xnz8MJy7GB9PogzE3Iq7btnozTFo1Cbk6lt1opn23SdtlMAqa2dvmTT1sg6464DBkkYHTqtx1G0lZHWuprpqDRphttPZ7DQ0TxOy1Mc2WScPy1zy92SSD0IJ6JJC19PUQNo6Z130fHc4Y5CTUUDiwvA7sJZkA49cLKqz3GuFkn2tNJpmeovelYHCttclyYHVtiqXYE9FI7GHxvHtNI6EgEYOUFgrHcm0Ar6Z7pI46uAxc0LcuyDkAj8kkdVBLa0mZ5LwS7r2PwRHNvqxSUsUZ9pjpC97Ob53b09eyKm9x1/dHXet1HUXKae+uk8ljpWczPIxy8rfRuB0GO3p1V2jLPhY44qrTk+n6HUmtavTtio5PINotFIx8YiHzXyGTqep9rlJce56q9C2HiN3Da/V27cer9v76K243lrnXq2iIhsE7QAyZjvmlsjeuAc5GT3UkhiI5RXCA0ZcAg3feD5p2mtfCzLco42ioud7qZZZAPacGtaxoJ+GP0oMouI7UdbpHYXcO9W2d9NcKDT9dU080Zw6ORsLi1wPvBQYieD/uTqTX21etI9RXy4XySju8boZLhUOmewSRAuAc7rjIzhBm/uPp6n1ZoPUNmqo2y09wt9RSvY4ZBD43AhBpm8JHR4u/FvJXlmWWO0VdSHY7OLhCP0OKDdrWVcduopqiVwbFDG6R7j2AaMk/oQS/SeooNYaWtd5phinuNJHVRjOfZe3I/lQaTvFz0gNPcWktzazlZfLTS1vN+U5uYj9eIwg2FeFR+BlpL+NVv8+5BdDjYGeFLdL8w1P6qD5yfx/8AV/qQfRtwT/gpbW/mGm/VQW08VEZ4L9Z/xih/pDEGuDhu8N27787Y2/W9x1rbdIUN5qn0togqaczSVb2lzevUcuS1wHc9CUEz268LfUuq2a3F91rZtKyaUu7rVVuqoy+JwEbJGzB+QA1zXtIygr/wkNPN0nxZ7i2VlZFcW26y1NIKuD9zmDKqNvO34HGQg3DOOB9YQYB7BcS2vr/4hu4+2l2v0lfpGnFW6joJYmYpnRlnKWuAz2yME46oM+nnMZPwyg107A2iGzeLFvRBA0MY6yPmIAx1eaZ5P2koNi7/AJqDWlw0f4VzeX83VX68CDZa75v2INJu8HF3rThT4yt66nR8FrmkvFxjjqPunA6UARty3lw4Y7lBnV4cfFrrPiq05rGu1hBa4JrTVQQwC2QOiBa9pJ5suOT0QZh1kzoKaSRuOZrXEZ+AJQaT9ceLVvLVvvdkfRaXFJIZ6MkUMnNyEuZ35++EHv8AB73fOluIC66QqpuSk1VQu8thPQ1UJL2/9wyfoQbmb1a6a/Wert9ZE2ekq4XwTRvHRzHtLSD9RQYveHnTw6H281dtfLE2C56H1LW0E3TDpoZHmWGY/BzXYHwagxd8afd/DNE7b0s3fnvddGD9McAP/ifoQaqUBAQZwaM1mKprPvnXHvQXo0xeo5TG4u6/SgulZL21oy54A/qQVzp3UEMknMOvL2+KD23W4sYwyyHqfTPcoJ/tluDR6RiqcWaW7XyUebQQUrx5soceUt5e/LlvzvREejWfFXdNNVM9NUaebSzx80czPPEojeB8wEdCR6lFYnbn7/aj3CLbbXSRUdqbKXuipIQwPeO3O7uR8O3qiLM3iNlVBI6Z3MOoyeqKtBqTTrfMfJT57+iCt9u9oq6DSl01bVufDc6CCK52izvi9qvijlHm1Dgf8Q0AjI+c7oEF3+L3c+0Xy82i60NVB8oqbfFcaOaInq2RuSQ7sSHFwAPVuCD6LUTqEliDUXSQvdI2V3M7qTnv9KyqNpnXN60XeKe6WW4zW+tp5BLHLEezh64PQ+74hBcfWe4Fs3H0DqC6UFJSaY1FLJAL1abfHyUVyjB9mqiZ/ipGu6PYPZPNkY6oLEPJbJkHBHqEHd7MhoHc9OyDxho8rqGkA9c5BH0EIIlfO/5Yylp6dtS5x+9MILvbPQY9/wD/AFBH1FpOlp3VFPT3GjdVW4MbUOaHkSOcMvdzY5QGkhmPUhBF250Za9xY66yGqdb9SiOSotr5DmCrLG5dTu/JcQCWu7Z6FVFvJo3RPLXAhzTgg+hUV0Qcs+e36UG9nwlh/wDB7ZPzjWfroL5cW/4Mm6f+jFw/mHINUfh5cc2h+E/SOqbVqu136vqLpWQ1ELrRBFI1rWx4Idzvb1z7kGWVb4yuztTSyxjTmtMuY5ozR03qCP8ALfFBa3wWtOsr9Sbq6o8stYG01HCSPSR8kjh9WGoNivENqD9iuxe4N2DuR1HYK6Zrs/jCF2P0oKS4JtTDVvCrtjcebncbJBA5x98Y5D+qgwW8bHR/LcNstTxx/PbV26Z/0Fr4x+l6DJrwqPwMtJfxqt/n3ILocbH4Ke6X5hqf1UHzk/j/AOr/AFIPo24J/wAFPa38w036qC2vin/gYaz/AOfof6Q1Bbvhe5XcI/DX5Q6DUwzj381Tn9KCvNZ3DSNs0lxRVWt7fWXXScV7hNwpLc7E8sf3PpejDkdc49Qgwz8IOa3VHFNr2W0Qy09rfYah1JFMcvZEaqPka7qeoGMoNxbu31j+VBqv4cP8LXuT/wBP/wDKg2nP/cXfwf6kGv3aD/C3bx/6Ns/UpEGwR/zUGtLho/wrm8v5uqv14EGy13zfsQfO5x+fhe7nfnQ/qBBnf4JX7ydy/wA4Un6jkGyy5f7im/gO/VKD5eNX/vou/wDHJ/5xyCf7KbhVO1O62ldW0jiJbRcYashpxzMa8c7foLchB9MGn7xS6ksVDc6ORs1HWwMqIZG9nMe0OBH2oMYrm4bPcedHVE/J7LujYXU8p7NNyouocT2H3k4HvKDT/wAcO7p3q4mdbagim863srDQURBy3yIfvbSPg4gu+tBYZAQEF7NI6nkt87WuecenVBkHorVwljjIkyRhBd6zamY6Fo5up9EFwdLXtsZaebl9cZQVhJUsuUHzvTsEF5dO2+HbXQ9ZqNsDYbrU0TTJV1DQZD05Y44x+KwZBJ9SgxQ3HqHileHTjEri8yPJw53cn3k9e6Czc1ZDXSTx1EhfM8ezK1pDXEflD3+4/agk9zhY+nMYOBjsgvDs1w4U1NDatU61tVRXUtW8Otlijb1qG9/lFQfxIR6N7v8AgEFxdfUNmfablc6ivpDd4Wtp8SsBfJCCSIIy0YbE38gYAyg12700VPbtRyG01gqLK+R7oYGPJZSvPV8Y9wz7kFu21h7E/Ug5Lyc9UHpFIPuS6r+UQ8xm8ryOb77jGebH5Pogl5HVB1c8DH9ZQefzpImPaw4a8+1ge7sgqnQV1tdl1Gy6VzXzVUbmw0lNEOZ/mO6eZ/q56fE/BBTu4s77feau1t8rmilJnkhPSZ/f2sdyM/aqinbLdq+xXqju1K90NVBIJopCMAkH9I9FFeO9zitutXOGeX50rpOTGOUk5wglxGEHLPnt+lBvZ8JY54PbJ1zi41n66C+XFv8Agybp/wCjFw/mHINOfBTwDf8Atf6a1Ddv2afsY+5NTFTeV9zPlXm8zObOeduPoQZH1XgkfJoJJP7rWeVpdj9j3fAJ/wAt8EF4/B30cNP8POoLmRzOueoZwyTGOaOJrWD/ALwcgvR4hV7lsfCLuE6nBdUVVNDQxsB6vdNOyPA/6yDngC251htNwzaa0nra1Gz3q2S1LPk5nZN96fKXsPMwkfjdsoLR+MBpD7u8L9Nd2sy+yXumqXOx2Y8OjI+sub9iCqvCpGODLSX8arf59yC6HGz+Clul+Yaj9VB85P4/+r/Ug+jbgn/BS2t/MNN+qgtp4qJxwX6z/jFD/SGINY/D34jGt+H/AG8ptFw2CxaltVtqH1NsddonGSie4knlIPUZc4+/qeqCS3Lj717fNvty9L3WhtVe3Xle+vuFc+N7ZYXOaxoZEAcBrWxtAyCgvb4L5zxDar/0Zk/pESDc67t9Y/lQar+HD/C17k/9P/8AKg2nP/cHfwf6kGvvaJwHi4bwg93acYB/2dIg2DO+ag1pcNH+Fc3m/N1V+vAg2Wu+b9iD53OPz8L3c786H9QIM7/BK/eTuX+cKT9RyDZZcv8AcU38B36pQfLxq/8AfRd/45P/ADjkEpYcPH2IN/nhnblVO5HCRpJ9YXOq7P5lne934zYj97x9DC0fUglvid2Cpbw5S61tNW63ag0Zcae7UNXH0e0ud5L2g+4iTOPXCDQxUSOmnke88znOJJ95JyghoCAgrmnqS0gg9Qgr/Rmrn0r2Rukxg9UF7tNapEvK7zSB8CgujYdU4cPvnoguTofUQr75b6N0oayedkfM49Bk9SUF2dYanr9Uy1rZZJjb4ajyxDGMuleB7LR7gB6endEWF1zu1WaNFVHY6Gjo6mYcnyyaITzRj1DS/oM/AIq0lVrDUe5F5oaR7nXK4SyeTTQwQMY5znHsA0DuUGQ+3e0MGmbPVRTPt1Tdp2Oprtfa377Q2mN3R9NTj/HTkdHvb0b2HqUEHX240OlLdV1unq6Wnm07NFNR3GSXmirTy+WYi0/iFmWhnoOvogx33f3odfbPbquka20SOidAyjgaM8mSS5/5ROcc3coMdLg6Wvik5xmNw6NPYfEfFBRtXC6B5OHAZxzYQQBV47nqgitm5u5Qdi7PRBCc/CCHmPklL3Y6ey3Gcn+pB4Y66eirGVNNK+GeN3MyRh9ppHbBQeaidTz3MSXB7nQZL5T1Lnf/AOlA1FczXyj++TPGwckTOXlbFGOzQEEmkldKQXOLnYxkoIB7oAOCCg3X+DhrCnvHDbdLGJQauz3uYPiz1EcjGuY76CeYfUgy34g9KV2udj9e6ftkJnuNzsVbR00QOOeV8LgwfWcIMVvCe2R1hs5tVq0axsNXp+suN2aYaauZySOZHGGl/L3AJzj34QZf7raqpdD7canv9ZK2Gnttsqat73HAAZG4oLL+HXpj9i/CFt/E5uJKynnuDzjq7zp3yNP/AFXBBSHiea5t+idj9NvunmOttVq23NqmQtDnuhjcZngD1OI0F1OGHiv0VxSWe81ujYrjBDaZmQTx3KBsTsublpAaTkdEHk46dHDXHChuVbeTzHNtL6xrcZJMBEo/VQW88KsY4M9JfGprT/47kF/d/NuardvZzV+j6Kqioqu9W6WijqJwSyNzhgE464Qaft8vCs1hsdtbqHXFw1hZbhR2amE8lNTRSCSQZDcAkY9UG1PgpHLwqbWj/kGm/VQd+MLYq48R2w990LarjTWutuElO9lTVtJjb5coecgdeoCDUNxR+G9qnhi20l1pd9U2m7UjayOl+T0cb2vy/OD1GMdEGHZGCQg2EeC9+ENqv/RmT+kRINz7hkfWEGEWxHCXrXSHHTuRu1e6elpNNXFtRHbuWcPlnMjmYdyj5oAB79eyDNuQfeyPhhBrT2r1tQQeL7uJE+oY37pW99uhyfnSMghcWj4/ez9iDZYTzRgjr6oMF9htiNY6Y8Rnd3W9ysdTTaYrba9tHc5G4hqHyuhcAw+pAa7PuwgzokcGMyegyEHzi8aOoKbU/FLubcKOVs1M+9zxskYctcGHkyD6jog2D+CV+8ncv84Un6jkGyy5f7im/gO/VKD5eNX/AL6Lv/HJ/wCccglLfnD6UG8XwgfwTm/nyr/kaguH4lP4F+5P8Wp/6RGg+fiT90d9KDqgICCqYZkEypap0MjXNOCEFx9JaqcAxjn4IQXYsOpcCMc/s/SgvVtLWRzXKrudW9zaK2U/yiTkPVznODGMB95LhhEXSu1z1pFBNb6Z1FZ6SmhkrOeSpbG9zXPw5+T1aC7DevU8qbFo37X6k3Eppr3VVlLR2U1raFle6XzjV1DyAIoGt6yOyfo956KbVerQ3DhpTRDTWX+WvqHUj2VL4hMyIQvbluC9vtP7kEAho7dVRG3L1PDHZJ4aV0LLHRse+Gip3NjZE1nX2h+Kz3+pWkYG6z3Emv8AeZ2CTz7VHUumjp25bE7r6D0GOg9QFlVE3CrderrLO6NsERcS2JhPK1vo0Z9Ag7VYYIw1oAACCl7rSmePlBw3OcAeqClauB9O/qOnvQQo5y0oI7ajm9UEQPyCe4Qead3xQeWbyPkjiXP+Uc+APxeXH8uUEskkLQ4A4B7oPK/JyghkYKDo4dUHCC+XCdxZao4UNdyXuxsZcLbWMbDcrTO4tjqowcjqPmvb1w70yfeg2qbe+Ltshqi2xv1BPdtIVvQSQVlE6dmfXlfFnI+kA/BBUOofFV4ebHRSTUuq6y9ytZzNp6C2Th7j7gZGtGfpKDXjxneJTqDiTts2k9O0MultESkfKIXyB9VXYOR5rh0a0d+QevclBlltD4quye3O12ktMPotTmSz2qmoHmOhiLS6OMNJH3z3goMb/EX46NFcUui9K2LRsF3hbb6+SsqvulCyIH2OVnLyuOe5QU94cHGXpHhTn1vFrCG6TUl5bSOgFuhbIWvi588wc4YyHD7EGZGrfFt2L1Tpm62eeg1UYa+klpX5t8eMPYWn8f4oLPcFPiQbWcPnD/ZNF6ipdQS3SiqKqR7qGjZJFyvmc5uCXA9iMoL8Dxi9kT/8jqv67fH/AGiC0nFd4nW0+8+wGs9GWKk1FHdrvSCCndV0bGRB3OD7RDzgYCCa8OnimbRbXbI6K0ndqLUr7nZ7XDR1DqaijdGXtGDykvGQguP+3FbI/wC8tVf/AGEX9ogxw49fEK214ktiJdIaWpb7Fc3XGCqD7hSsji5WZz1Dj16oNarh1J6fagyr8O/iZ0rwvbrXzUerYbjNQVlmfQRi2wtkeJDKx4yHEdMNKDYafGM2QBx8h1WT8KCI/wD5EHH7cXshnpQaryf+T4/7RBbrdbxodNx2Krg2/wBHXSpu72lsNVfjHDDE70eWMc4vx7shBq/buzqpu57twY7tMzVjrgbp90GEB/nl3MXY92emO2OiDaRsL4yOlrlaaWg3RsdZZrqwBkl0tLBNSynHV7oyeZhPuGUF+3eKJw5NpjMNeOc/lz5ItVVz/R8zGfrQYq8Vfi70l+0xXac2jt9dSz1kboZNRXBojdE09D5EYz7RB+c7GPcg1cVEktTM+WVxdI8lznOPUk9SSgzs8OTjV0Jwq6b1jQ6vp7xPNdaqCaA2unZKA1jSDzZcMd0GYNZ4w+yU9NJG2h1XlzXAZt8Y7gj8tBpcv1bHcr1XVUWRHPUSSt5u+HPJGftQeEdHBBs78PTjw2o4eNgxpXWNzrqS7i6T1Xl09E6VvI4NweYfQgrHjN8RPZrerhv1lo7TV2uE96ukMMdPHNQPjaS2Zjjlx7dAUGsTcaz6WtT7YdNXSe4ianD6kT4PI/4YAwD16HqMIKNQEBBPo34KD2wz9uuEEzoK11PK1zXYQXJ0tqHmfGM8xOAB3QZV22eltmkbbSRztbVy1VFIKONo86Z/mZ5zk9QD2B6LKqi1DrV9ZZL1NdZIq9jrlDQyUM8DZTMyIcrDJOMBjWve9xa0ZccAdERf2zF1o01Y7++ip4nRQ89soomNEdtpcYB5R0E0vtOL/TmwFqIFpr/qm87i6wo7FZIJaWpqpY/vcmHthA6lj3dizpzO92FpGN/EZujZ31MmjdJ1Dqu1UUxdW3QvJNdUAnm5f+Kacgfld/coqztp8ueBz3dXH3qBMwRPJBH2IPBVVGTglBKaqUnsQglFZEJWODgEFPVMLoXH3IIAmLSgitqsjGUHSSXmQeWV2UHlk9UEFzHZwAclB0yWn2mdPXog6SMHJzZHft6oIaAg5DnN7Ej6CgGRx7uJ+tBMtMU8dXqG2QysEkUlVExzT2IL2gj7EG6XiJ0vwrcLdBpqXWG09NVG9tkFP9y7cJiDG1hdzZcMfOCCjtlb7wecR+uYNE6f2ilprlWQySsfW2z5PHhjeY+212QcIJLw7cHO19t4yN79C3DTNLfdPWSmoai209yBlNMJmCQtBPU45sZPoEGsfeq1Uli3c1pbqCBlLRUl5rIIIIxhsbGyuDWj4ABBRQySAEGyTw6uFPQkm1eod4d46Chl0xIRSW1t2B8hrQ8NfOR65fhjfoPvQWl8SvhTpOH/AHTp75pehbS6H1JH59HHCMx0swA8yEe4dQ5vwJHoguD4XPC3t7vJZ9c6u1/Z/wBkEFkfHDS0Ukjmxt9hz5HkAjmOAAAendBXU3E/wNQSujdtBWczSWnFoj9Dj/KfBBYzie3H4VtyNHxja/Rd30vrCKrhdFIaYRU00ReBIyQc5A6HIIGchBkdx7cC9DeWbYWXZrbylpbtcp5/lstvi8tjYxHGQ+Z56NaCT1P1IJXTcNPD1wJaCN03pqKXcDXtbB96scXtAH8mKLPQZ6GWTHboEGvne/dK17oarkrbFo2zaHssZLaW2WmLHK3PeSQ9Xu+PQe4IJ9wg7UWve3iJ0Vo29uk+5NyrHCqbE7lc+NjHSOaD6Z5cZ+KDY3vbfuDXhi1xLobUe0z6i5UsEUzn0tCKhha8Zb7b35Jx3QTLYmy8IPGLdLxpbSu1r6CrpKP5TLNPS/JC1hcGAsex5PMCQUFG8BHCxtnX3jfO06u0vQ6oj0nqSW3UtRXx88jYoufOPiQ1BKZOJ/gdjmdE7aOs5muLT/7qj9Dj/KIJ5xY8E20V5i2U1JoqyHS9FrDUtBaquGleWiWlqWOk5uUkhrwGkdPf8EFS71QcH/Clqqn0VqPaaor68UcdUJqahNWHMcS0Ze5+eb2TlBY7dPeTgm1no+5W+i21v2nrlLA9tJcaC3CB8EuDyO/dMO64yDlBgfttS0FduLp6mrmslt8twhjmbP0a5hfg83wIXyeWruW8C9XZnVUUzrXnen2OHt2rvIWKL0RNM1UxO/Gtsx9TbN6LpdztFUMOnaFlHVsrjPE1nsycrWlufoyujcTnOSr43Ku1XqvdT7NT+NzO3fuXwHGUcpiWqbFMU1RXuNedRGmOvFXpqyaU3Kjt9jo6ehp2UMTpIKfoGvJdnI9+MLs70flZOZx83cmqap906mfw6q9a4eLg8lFnFoimPbG4j89rNBxHYkLnTr8Lie5P2oOM5QEBAQTdjkHpjf6oPbBIB6oKu0HWOj1LbuXqBM1xH0dUF+JNVi1VVA17Gg098gZLMMF5AbzAE/OA69B2WVeua8TzaM1HG2R8Uv3bc4xte4nLpAWkjsO/fv6IjKCp1LUbi6ent9Db62m+4EsdM1hPltdyRcpYGn2ntBPN7gT3XlZY3bh73jR2jaiyWOeop9SVxkpqmuDuraN3zmtd+U/GOYfijCkqxmmqnDOXLKpxY64GItc7GPRBMaqrby98oJPVT9O6CWSzdUHlllDgcoJbVgPGEEoqIzGfgg85kLUHPm59UHR78oPO8oOWuDW4OfaPtY7/AFII8cZnHs4lA7tb0e36v/0ghTUpazmZ98jPTmxjB9x+KCXkYOEBAQEE40f++m0fxyD+cag3X8d259fsvr3ZbWdJomo13FQQ3OGW2wghv3yKFoc5wY7GO/bqg8vC7xy3Dejd216Tl2MqNFxVcMznXl0pc2LkYXYI8lvR2Md/VB7+HewSWDxBOIqKSvnuJqKO3VYlqCC9okYHCPp6N+aPgAg1Mb87a6rqt6tdzQ6bu8sUl9rXMeyhkIcDM7BBx1CDnYzhg1nvBupp3SjbFc7fDcKlrKisqaN7I6eEdZHkkAdGg495wEGYPik7zWvQ1i0pw+aLcKWy2GmhmucUBwMtbiCF2PUD747Pcuae4QXN2AudD4gvA1dtt73UMk13paNsVLUynMnOxpNLN78OAMbj9PvQd/Cb0/X6b2v3pstwpn01zo7g6mnpnjD2SNhe1zSPpCDVzcdsNXurZiNMXkjnd1FBL+Ufgg840NqKxPjrbjY7lQ0kUkZfPU0kkbG+23u4jAQbyanxFtj6TX9PoCXVro55IRA++07AaCCYtAEZm9/+dgtBHUoMEeNbw8dwLVc7luLpO9V26On67NXNUSS/KLjCw9eZ2OkrAOzmenp0Qa/poH08jmSNLHNOCHDBB9xQZM+G0ccZu3Gf981H9GkQXM8U/Q+ob7xZ3eqt1kuVdTOt1IBNTUj5GEhnUZAwguP4OGkL5p3efWM10tFfbon2RrWvq6Z8TSfPZ0BcAgyK4G3A634sCDkHWNfg/wDaoMT9quJjhK0pt/YbXrDaC5XnVFHT+XX18dugkbPMHHLgXSgn6wgcVHiOW/dyTbezbVaVr7ZT6WvVNeaVtwhbzvmgaWwxMijJ9gAkEZ69EF6KfxSbrcaaGS98Olzq7gGBskrXOc1x9eXmhJAznp6ILybI7l6W44dJa7sup9m26Uo6CkYwG5QNc6XzWydY3eW0tcwsByPeEGlPS1lfXbiWq20pbzyXFkMZecD91wM/Yvm8jdpsYd25V4imZ/h9PjLNV/Ns2qPM1RH8s+dWN5d29vm+ohuA/wDDavzbhT+lZk/Nv+5fqHN/6+DHxc/qGJHF7bZaLee4TycvJWU8E8eD15eTl6/HLSu5/RV2m5xFFMftmqJ+9/66O9d2arfNV1z4qimY+tf4soueuvBAQEBAQTNrkEeN3Xqg9UD0FW7f3Flt1Rb6qXBbE5z8HsSGnCD1t1dLXVdTUS1L2zGpZVMafWTsSfoCmhXdPrL5PcblBHVthoKudlRPUBnOGnGchvqcnp8UFdai4gjctNtfbqipoLsaY0lSOdwdKO3O14PTmHVw75Wtox7q6qWeZ0j8kn4kqK8ziZO4IQRYZHRdebAQRGXVxfhzuiDtNVBzc5+pB4JqjPqg8xnyO6CDLJ3QeKd3NlBL5m4OR2QQOfBQRaeJ1VOyJrmtc84Be7lH2lBEipOaXlLuYjPRjS7J+pBUNqlstMIWVNLNSVXrVyzkBrv4IB9n9KI99W+gkyw0tIBzew5kmWSHGTyyDBY49xzdEFP1slK+RjoqhrvNBDXS/O/gygev+ciqeq2COoe0N5MHHLnOPrQQkBAQeq117rXcaWrY0PfBKyUNd2Ja4HH6EGxBnjQ65bDHGdA6deGAAF0sh7AD+pBDqvGg3AMDxSaE0zTzkYbJIZXtH0gEZ+1BZjZzxEtdbW7ta43Crbbb9TX3VjY21ZrC6NkYZ8wMDewAw0D3BBew+NFrhxJO32nCT/xkiDj9ui1yBlmgNOMd6OEknRBgLr/XN13K1ledT3uoNTdbrVSVdRIfV7jnA9wHYD0AQXA4X+JnUnC3uKNU6fihrfNpn0tVQVTiIaiN3UB2OuQ4Ag/BBezTPiba00RvBqjXFg0vYqCPU7ITdrO4PfTzTxggTtOQWPIOD6HuUFzj40OuP+D7Tf8A15EFmeJvxG9e8Smhn6QrLTZ9PWKaVktTFbo3GWo5DlrXPcfmhwBwB3AQYmmRxdzZ6oMm+GbxA9zOGuldaqGpi1HpotIbZ7u5z44D74nZyz+D2PuQUdxIcQ1p4hbwL47byy6Sv7381RXWWR7BVf8AORn2S7/OGD78oLdbZbjXraXXdl1dp6obTXi01Damne9vM3I7hw9QRkEe4oM7qbxoNwBAwVWhNMzzgYdIwyNB+gEnH2oIF28Zvcaot88Vu0Zpq3VUjS1lSRJJ5Zx3DcjJHfqgszw8eIBq7YKk1u2KzW/UNXqysdXVtXXvc1/muDg4gN6deYlBi3UzmpmfIRgucXYHxJP9aCZ6Q1XcdDaotWoLRP8AJrnbKqOsppcZ5JGODmnB79R2QZ9W7xm9wKeihjq9C6ZqqhrQJJmeZGHn1PLk4yglWt/GG3L1Jpi4Wq16Z0/YJ6yF0BroA+SWIOGC5gJwHYJwTlBg3pnUs+mtUW69xxtnnoqllS1knZzmuzg/SV6eZjU5mPcx6p1FUTH297CyqsLJt5NMbmiYn6XkunFze7pqmyXt9loWTWts7WRhzuV/mgA5+jC4LZ9F41rGu40XatV+3fj9rn971zlXsqzlTap3b92o779y3O7W6NXuzqSO8VtHDRSsp20/lwEluGknPX6VyfhuIt8Njzj26pqiZme/lxTnOZuc5kxk3aYpmIiOvhRK++46ICAgICCYNQRozhB6In47oPfTV8lNzGJ5Y4tLSR7j0IQQmyEYwUE0oa7qGuPZBPqaobIMHrlB6/kUfLzEBB46uJrARgY9yCVVDuhxnCCWzyFhzlB1bWHlwSg6PqM+qCGZUEN83plB53vQed2XHABJPoAgr3TWx2rr7TOqWWuCClcA4/dCtipXOb6FoeQT6dh6ps0nd/26m0Y+OlvemZdOzSOMAqXyCrppn46tEgyGuGeo9FuNSzO1r62puVjlloTPJCGEjlYcAj3g+oWe46VKHvc9xc5xc4+pOVFdoql8QcAcseMOaexQQ3vLyScZ+CCGgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIJj0CDkSY7IO7H5QRmuQR2PCCKHluCDgoJpbq7mIBJBCCoaetBABPwwg7VHLIDhBKqsBowgk9SwFxQeOTocBB05sIOhf1QdHOyg9Nos1dqG509vttLLW1tQ8MighbzOefcAgyN09wst0daHXXW9Dqh8hDXQP01BHKyleDn74SeYn+CMAqba0ozV2idCS00tVbdUXIV8sx8qe7kmPIPVjyBzRyfwgAfRTs6UvHqi+6Bpjbauohu1hrIjEYpHvlgEZdzPDcEYc49yOqqeFvL5LC+4y/J6g1NOP3N5aW9PcAfQdvqVRLiUHCAT0QcHlx0BQcICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIPWZOqDlp6oIr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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "7.\n", "{'all_categorical': \"['achievements', 'action', 'anti-cheat', 'cloud', \"\n", " \"'controller', 'dog', 'enabled', 'fps', 'full', \"\n", " \"'leaderboards', 'multi-player', 'single-player', 'steam', \"\n", " \"'support', 'valve']\",\n", " 'price': 39.99,\n", " 'title': 'Call of Duty®: Ghosts'}\n" ] }, { "data": { "image/jpeg": 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wP95JuDcXFjCUx7Q0iURMSRZW6UoA3vaxECglw4Hw1ifG2GGpWaceZoSrNqU6pIQlrLo6gfeJ2Ai8U2iUmkxRXh4p9FT8UuqrmWmSrktLaDYF+qjuf0hljSEc2yLVChigFeZClefltr0CQeib/wBUaqF7E5KdWX0JU0FoaJJccOqb/t+saw0AT83PLqD78tM2OXlNLWjQHvbsB06QtvwGl5DsGUj4/ELSJ+WcmApBUH5RYWlagNSr/wDNIKW9mb+i9eHmFKJJPUp6VpqBPoVzVIUM4AJ1Vcbn30iipCMl+Ksc0mjzqqawzKTLBcWl1ayAp1OxWE+hOo9IomhaHSm4EonEGXRKvyzb0vMpSLOZSFpGyiR8qrdRqNIa7RuhPjXwSoGAsNSNRoco8y4l5uWWOZmQhlSSbm+tri31g45e5CyWmc+sPBuYNibAkbaR3M5xxk54IWkpNrmxFv2ibCP0jUN0qygbWjGE3ZVt3MpvMCDcp3Fuwgg0CTTikrUoiwBtcjQxgoC+LU1mzWUlXyjtGCAG+ZWwO9oxrFVzBQ2gBJHS8YwkqY03IvGsBs08Qkn01hRgac8qDa94RlEDLeCcgOtv1iTYy0ESKyp0ZTlSdSewhRh3AAWbKJBtqIwAgU/ma6JVawSO8FAAnpc81SVKykaiCY0fPMYACilY6JPSCYCcazJulHmvoon9oIAZTSlOE5BppftAoxotISD5VLV0I0gmG55lQUUovnvtbpC0YQdQoJzEjTXNeAAE5qENkrTurS537wUzAr82VrWQABfQWtDWYHdC1qTe972sYJhMOhBN/Mnb3/7oIBaoOoWwpaCFDRVxpb0PrDMHkbkLBSort3ud4UIjMKClEZSoAffgM1gDgIA03NzE2NYgq1vTtCMY2bNlekMgChAJG+aGFF8vl2hkA1zaa/UiGMaKIUdNu0YxqqwHv0jGQmCLbmAEUaBG5+sMgjxQZObaLtSlxZEuMptuu+6R9OsNFP5LwLJrojbkytVVcKWigLczXItaOFt8+i6S4imJJIVWooWkqvkAURrpAy4+cgwlxQxVHDz0nqk5077WMcksTj0XU0xqUw4nQpMRopZs3LOrVlSklVr2jUYIl25mXeQ40VNuIN0qSqxBg7BonWAlYqxRjWmy0tXjK1CbWmWZmqlNHlZ7WbQsm4AJ0F9LmHTd9itKidYp4L4j4YvS0ljTAtSozvMC3qlNzJ+GdObUFQGVCVdL94ZUuwb8FqUTiKTLpcqDlJ5PKKJcSEwhSMqB8iGxrmt0trHQpoi4sNYrVOxjTZmelKdX5hDWXlusUx5bc26To2zpukb3sI3qRNwYoz4b8f8AECcclZHBFeW1YEKqCW5RpKiDbMtStNBqpI0uBCOSY6jRR2L5Gq8H66mmV7CUxT6uw8HX5GtLUltxsjyAJFtDY2UDEuVdD1ZCFcVsSSdSm5qnTopfxNwWpZpOVCSb2SSCRsBfrCc5fYeKJFQ+O1aZnZtx9uUlJmcQGpioScqlC1ajzqQPKTbfKBeHWR+QcUWrxLxThWZwZTazRKzV6e6+0EDls5JcqTa9laHU6lA+XSHcxVE50mcb1ioVB9UzPrmnHVXU71V2N94mpuxnFFhYH4zV7Dz/AC6bNuSiVpIcWDmK1d7bbD9Y6I5GSlEvrDnGB/EfDTF0tOuP1B12VZa+IfUVJZWpzRKSfuqFzboesdmLckyE9IrNS8igCbesdjOc+RMFLoUSbdbGJMZD7ITeo81kjWwgoDDTU0ttkAm9rE7CGSFoAmZtEwk3BJPQGGCNjjqkpO2nUwGggjs0pZtfN/ehTGDMLWkK+6OveAGhQTIWnUXt0MY2jdpea+l7dbwAiTzpUVDr0ibKIDU6ouW0sBvEmFDrSlFB2RY66wo4/SyEWBJTcnr0hhRdBIIKyAnNrY9IJgZxkPzRDKQEm9id4YBqxJth5aFpUQBa40F4NGEn2ciipDNgn7x3BHWDQAN5TRyqIJNtU30MEwktKEhQS2Da2x/UwaANswxm5iibAHvcwrQQKpzHPLdmxfKE2QmwNu/r1hWYanlt3uFKN1k5cu/qBCmBHppDS/lC1WsQoWtBBVmjsxzUJBF7bxQHQitaShROigbAAfn6QQAbwUkJOw6AHUiAEQzJLhz3SOgtvACJPOlSlbH8wYDMCrWSATe/6QjCJk2TuYVhRgZQe30jIzFG1AbE+1oZCiocBTa5MOgmqdeusMAyTpBFM5Qo6iwMYPRpykjc2gUCzKb2KQbnpBHZKqrOmmAyjDym2mW0BTaflzW80VlLjpCVbsilUn20VFBKMyNCkbe8ceSSUisVaGafm3puYS9fkkaJsbD0jlnKUnfRaKSVASqxMqGVxZJGhB3jneSXkrxQI7NZtr39Ym2NQkHcq0quYATZb6two37wLNR8xUH5c3bdUg3vp37xrDRZUv4mOJCMNqoT2KpydpakFtTE6RMZ0XvkVnvmTfWx2iim0qEcV2OvDfxC4kwpUZueQ7Tnp51r4dpc5LJyNA6KUEgWvbS/SCpNmouVXjdrvD6SZmKHJURirIlwywpCnHmmUg6ZUE2uRmurck+kM3XkC2Byf2nHFORmnG2G6UzSi6XUSaZe60Aj5UrPS/m1ifINAb3jeXxTnWJHiXhiiVekJS6EzC5bO+wpYsVpUdTa9wnoYZST7BTXRBmsCYBxvXX5SVxIaLNGZSlAlJbnSrrFrrfbzKCgq2pa6EG0Cv2FsesfeFOq4AlGK3JKc4gYHcUCvEOHE5nWGyLkOyx87KvVYt6xqrs1nUtFxFwM8RvAdnhbhrD1ekqvTpNL9MempVK35aZR86krvZYIuVpNrjbWHq0BPezgzHnDx7hnjWpYcrNMQudk3rFbTykJWi1wpN9km99dtok2kU4voZqkKexUHDT/AIlMna6UTBSXG1W2URooeoisXqybVFqcNJ1TfD6al1EoM1OpJV1KEJ0HtdUep+LtNnHm7SHV8EIS4oEp25mU2J946mQBFTBJzIIUAdxEmMguXni0kWOpOtoyZmFGczg6KB7iKoUTU/qb9dhDCiRcSlGttdLiMYCcCs2UDMLbCJtDJm7SglAznS0AxslweXe5PXaAGghAUojoQNddIFjIytV0XQNfQRNjAS0EOKFrK7xNjodqU1axVqQNoVDDogrF73P92GFPkBS3blJy9AYJgwS5WnPfItIuM234QyAFBttxv5VZyoWv1Pf2hxQWbeQpKkBOdajqQd/aCYDEucxTk162F7QyAIvNcpSQb5T+sEw3T4zJItqrYnr79oDQRnmm7JK9kp0JETaMMjqShN0qKUpOilQlGG5eq7ZhY66nT/vgDGrryUFAUsnKdgIqtCMRecQXdcwChc5u8ExhafIjLYgalJ7d4xgdxdySQSD2P6QpgZSbakjTS8KERdcAI8sK2ERW5bprCtho0S4LDSAmEUQvN9IaxaFAohaU7EwyMzdSSi2n0hwWZCSetyIZAMgd7+0YBtqNBr7CCYQQ55021soaD3idlA+vOTH8RcQQqxd8py73F9/SDO7oWNUMrqFKnF83+Y8geRI+8R6+kc7TctlV1oTqMgp+WMzyylKk5ik6kK+kLOHKPKgxlTobRLtTjSVIIDttj17j3EczipK0WtrsGMg4r5U5j1CdYlwY/IFeZdb+dtSR6iJtNdjJoT5lk5SAYATSAE+1EYBsNYJjdDDrtsja13NhZJN4NMA/U7h1iarNlcrQp95A+8GCB+cHhJ+DWhWb4dVmQUgTLTcrdGcl95KQD/Tvv6QeDQLslFA4X0OdcYTP8QKdIOOKUQhiXcdKQE3vfQXvpbfSCo/sxcWD65I8L3Jap4X4qYhNbfWkTM1K03kkt7qQVFauZc2Flgg2h0vtgo9CvC5wxwNxp4fU/HNTo6pvF3xDhnKzKtqkHHTfQENgJIy7p6GA3TMyhuNv2deKsW8dJucpzLk5hKpuZk1AL+ImpFoaclSFWBN9QddBrrCtprrYydvbObJDwyY6wJjzFlA/sD/a+qU6nqUzJhoLSWiuwfSAoKLoAvlFz3FoEE1tjzcfBf0lg3CeJ6KMR1ukT9OxgmSl3xgaZWzT2XmkjllxpasqVkqTqgWUFXuI71nlCCitHH6alK2rLE4O1TFXEemSk1WZTCnCnCiNGZSbkkzk9MpBsm6VeVu9rC4uo62iXJvdFKaWwniXwg4TLbl5qoSaRdxV5xtPw81MlN838lFgED+o27Xh4uaXYrUfKEaBwPwFjGjNu0Lh29ONhCil+ddVJh7oCFHf32grJL7FcI/VEUr/AIT6SiRmFuKpmG50HO23LVtL4CQNUrS5a59RHRHNL6JOEHqygcQcL6pSKaKs0G6jRXL8qfllAoWAcpIHoRY2jqjkjLXkjLG477RCH5daFKNioDa2kPRICcmAkmwUFbQrYxs4sISm9xpexhGFCaH7XJsAekKMGyykqSSfaxjGFVzCUJUgAk/1WhGygoy0l0XX5rfjeEYyC5FxJsEg3626ekKEepdIK/MN9kg2vDAF0y2VSrJUdbgjoIYAuhsBQUU5iNQBDoVsXabbbBSq91X1V+8FCm79N+IcC0JAsBlKOnvBNY3Py5CySFJBOVBta/fT1gpAMZPh3EKLYUgHNlVqLCHQBiqqFPvuLCEtovfJfQegjNBGCeBCHE2uFWv/ALoRoYY5xGVRWkZj1CtBEmqMMzx/mKKLIF9Da49oXyMbqZAW2oucwKGiUHp29IohRB4rddJWQVABOUjYDYRuzIRUoqUCDYjrveMYEXfmAFSgeghWMaLIuQRa/rAAJrIy2tcQrCCuC/1ibGPmvmNtT6xkZijYIUdD+MMgC6QCL22MUAKm+UA6fvDoU3QjzZfrDAFC2bE6j6wQA60AqOmb1vaFCmBXsk620vEbKktr1Udmly7ykZDkQRYaHyiOuUnSZFIaFoQhhbqiVqFzlI2B3iTqrG8jO1Pltgyg8zF8yXcvmHpHKp0uHgq4/wCobZptpo85s+dy4yg2I9RHNNJbRaN9MQbny04Sk6ekTU6Y/Gx7aqkm/KhD4zabR1KcGtkeMk9AipWhPZlKU4xrpbW/tEmsL/Q6cxMytBQTZ59z2TEmsa6HXJiK36U3q3LvOkHZZiTcSmx/omKGpFlapSjS5W2MylLSCbbdesMpfSBX2aL4m1VioMTEvypcNOZ0hLYtm9RA5sIrP8Z8Uvyr8s1VX2mntXMhyknqR2gOTCRiSmRVqnJsTkwGGlvJS5MPlbiWwVeZRA1PsNYW7AeqvAnhnXZpmnzWA8McB6xPhr4ZMw/IzzLzzYQD5m1pNli91KGpvYw7VeAWUN4hfCVxZwpj9AnH8F4Ip9WBmZdmhPvNSPMvdwN8xJVmF7lOwvpBTk+hW15Ls8EuFajwbxkVYx4vOzmHfhlJbokq+4plyZdUMqstu9zcbmC4y8mbiuj0leqdGoTTInalLSaFWS2ZqZSgrPYXNyYmaiueJtCpFUxZgrGcg/TFrw/USuZmM4Ci08gtWzjrciwMFPwEP4t8A8B8VpKRTimgs1FuTUt1pS1FJbKk2Ucw7iCpOqN07R5tYholB4O+Ims0DANQdxrOzTjJpMrUqgqcLMytBzFttAssCwBWojIAfeLKTrbBSuy7KThyn4GRNVzGdZka+qcdbE/NNqzfwp4bNNk3vLJVZNzrm1O8Kp2+I/HXIaOJfiBwZiqXlaZVH5p9LbqkumQdcMzNhO0uw21YqJ0K1EhKdOsdEUluyDtdHJOJeL8xi7HU7SsMcGcNiWlDnUw+kzU6WUndbpXa99wPaAnb+Ng39jdinxDiepkxQanILpkuoHNSXGuUhkp2yW0SNOkV9SFUxeLsidOq0mJx5t6rLmJV2WQ+yh9IDwUoXyJI+awvbvaLY8jTpuyUoJ7oNrNCel0S8wCHJWaRzJeZb1Q6n0PcdRuI6bUujnaadDS+2oZQRew6DWFYUfNNqWLFNoUYeJSVLLaQSLEXOkGjITeRZQVawOsSZQMlcyQn5SOveFGDZVHm2tfWxgBHNtIuj+oQyAODLgKcqrj6w6FYrZKVDlkaaWHWGFsU5JWkL5gy7G4ggES3ZxSA6u/ymx0IPr2ggF5iyEpTYDJoACTYQTCE22t4lIJyIABC+kOAZ5plJWCpdrjcj8IJhlqTeZtCCUhlF7lKbm5/WA0EjVVbWEnQJBuNREmjEamErBTl1T2V0iQ9gihy0kkBJ9NoKMxVu2Ra1KJWRYa2yjvDoUHSTkC9NDf3gIIK475hcWBO41hWMaKKFXsPqT1hTCDhtawtaEYUIKuoA7QoTZCBp+ogpAFUXv29YZAYslJzb3vDowshQuAdLQ6YrFPKgBV7HoIfoUw44SkW0MYyE0P5U2zEekCzNDQlV0K16RylyWzrCnZWUUoApWyjKfpHc1cUQT2Riozi2JpTKScvb9o4MkmnR0RVqwRSEhrMobquQdNe8JWrY17AJh8IsAbkX6RzykkVSB1IABUrW4uLH94i/wBjhb1Ncl5XnFaVApBsDe14o4cVdiqVuhpUVZiReOcqY5qxsbRjHxdWd1H8YxhWWebbWkuNKdTcEgLIuO0FAZMZDEeDG2Epm8HOOui91JqSk37dIpcPoSpfZpPVnDVRfUmnYMVLBZAbSmeceKT+GsLa+g7DarwhxIzheZxP/ZypUmjMrSjnzbC0JKybZUkjU9YR6Y6TatEo4G1HGE3W5Fmj4ir8oEPkut0ypLYWhKfMog300B+sUiuToSWlZdvHWUxjWMAPVmVxtjB6jSjYcl0V+smccmF384RYDJZJH7wzjxQF7mcvUqpYmxBWKfTZSs1J6dmHm2ZYKnCBzFGyNb6amJ8mNxR68+FDhXhrDFIotSqcgqsVhw/B1H+1FQZm1uzzY86pbMSpKQo6AfWG8dBap9k/8ZeL+KVMwS3h/hpglVQqNWdaRLVOnTCWkyC02UVO3ASR0FzY3hU6dmcU0TeiYi4oUvhvJznEFrDGGpOSpaFVioVKaU+srCP5q1JSAhKf9ow2hNnD3FviDg3DzNe4jYLkmm6tiZo0mlVZocgGUY/lreZbt/JbdVcDqQjfWM96HjrYPhWQYl+HsjU69LOTFDkZRb1QUg6PeUkgi/nBJ21OkF90hlvs5cxJUv7CYUkPj5WapFKxLTpialhKvWfWoOkJbcV8/LCTcJBCSbXvF/ivctkpJN+16KlxXjqm1NmaZpNIVTkzDiVKcL6rhKBlQkJBAvbcnckxKU/oCjXZGHKup6n/AAymULWTcvuEqXbsCToIRytDJUS9WGKxN8PpfEr7DsvLsuciVmwoAOpSdU23GU9Y6acoKXklpNotPg3j2nMUmXomKQ47hmrryc9IuuTmb2TMI7EdR94GOmM2kpEnFO0HYlw49Q6/N055SVuyzhbLgFgsbhQ9wQY67vZzUCtSKG7knOR3HWMEXbAUbWJI+sCwpAr6DnvcD/aFokx0OMvLAtpykquPu6/nCjC8q0sEAi57wUaxxbYWd9D011hqAHSjCk2J3O+sMhWwtplKHi4QFZRf/dDiizY0UsoIuL5b3gmEksKS5yQgtuLGoWdD1+mkYx8LjLnJUVi9h/nGNZicR5SQoLA+XS1veHQrY2zErzWFLufJ06mGQo1TlPIlQ6rNzNz2tBoxFqnLkJWSq4vY2tE2hiLTzQJUAkJCj8wN4gx10NS0Ei4uR2O8KggrjpJNhffpsIazHyHFcvYi2oJ6QUzNCawkoAtrvaAzAziTmNhZJP4xJr6CalC9AEk/TaAEyGVKb8wVv2jUA1LC0m4Cvw2gUMKNIUnLtbtDIUV1vqLe0UMGNy6lpuEkHpcQ62J0z5beZIB0CfSCKDqbNib7xqCmDBtRF9veFVjWNzVlG3eOZFmWDRFMTlLkXHVpSltktkqOxB0j1MdSgmzllpshFV5K6u+Qc4BICr7jvbpHnTS5s6Y3xG6YmczOVGqNRcGOeUtaKRWwB6WccICGyOwAuY53CT6RVSXljlRMG1CsPIu2tmXJtnWLRXH+NPJ3pCyyxj0SusYfpeF6A6gzIM6tFlNrOfN2Ke0dU8cMEGvJFSlkkVmVKWoJF/RIjyDt0SGjYCqdXllzSjLyEogXU/OPBsD6b/lFFB9sXkSJjh1QJTKZ3EvxRIByU1jNa/8AeMHjFdsOx+k8MYGkJF1x2k1iqzDPzIU8EpPtlEb2mplt+Ffixwr4c45q8zjDhfJV/DsyhORC5UTz0i4nZSc/zAi4IHW3aA99INHrVSJrh3RMDSuK8I8KzUJJ2VZnmG8P0SXLy0rFxlTpdSb6i9xCivRyf4+fFpI13hO3guY4a4yoKqvNpUXq5TUyqQhohRKEhRKiTbt1jUNF0c3+FTFPBug0nHNYxrK1aX5jzAYnZaRKvhyEm6UgHKF38wvfTeGSd2kaUlVfZJ+O3FPgvj3hnUaLgedxhifES2SuTbTS3EKXME2K1kJACLdBva0M5qqJqLuyhuBWCq7hl1ddluEmJ8XV1pbZpyVUt0yjTiHAVqcIGuYXTl6e8R/3LppeDpiX4u+L5c8yMM8EabhNMqpRl/h8OpaLQVvZbqjr3PXrDNtiIiXFDA3jf48vy8viaQqjTEmooQ1LzctIs3VY65FAL6b3tAtro1Esk/Aj4pOKmDnJTFvFduWY+HW0KHUK47M5rD5HAi6baDqbQUB9lT+I3CFewljTBvD99bxlaDTZKTfeltWHyhOZxTbh8qk3J037i8FPY1e0c8c8WpfiJhSpykk6zJUeUZzVWbNgGwjRLaBe11WAygbnWLxim78E3JpnJ3EPiBUOIFYZmpxahLyrIlZSXvoyyNkiEnNzdsEUl0RQpCveJjEiwHKyMvW5afrDImaZLrCly9rqmD0bSPXv0i+GK5XLonNuqRMOI/EhOLqTMySaWijoYdSWZZhXlbSPun9feLZZJxaSoSKd2wbCRaqOHaFIOOFLLlQdl3rXugqSClQ9e3tDY/dGMRZJqTZbmIhNyc7Lys85z6hKyjLEysm91pTbU9Ta1zHZG0qZz6fQ2sPZwLHXaDYKOzPBX4OqbxkpC8Y4uU6vD4fUxKyDKygzak6KUtQ1CAdLDUkGOLNncXxidMMaatnak/wi4I8NpGRlanhzCFIZmnBLS5qjLIU+4dkBTmqlekcLnJ+S/FLwR7ib4JOGWP6U+adRmMM1NSbsztJTy0pV0zNjylPfr6w8cs4+RXBM8ycZ8OKpgbiHUcIzyQarJzglPJ8qypQyqHopJBHvHoKaceSOeqdHqzTPChwsbkJdLuC6a64ltAU4tBzKOUXJ17x5vqT+zp4r6E634R+FVSpr0uMHybClpOVyXUptaTbQgg94KyzXk3CL8HlfNU1dMxQ9Tn0Wclp0yzgOmqXMpEevyuHJfRxV7qPSVnwIcK3ZNKvgJ9KikKzCcVpcAx5n9Tk+zr9KP0cP+J/A9H4YcZa1h6isuM0yVQxkQ64VnzNhRuo+pMehgnKcLkc2SKjLRengc4P4L4p4ZxJMYjoLFVXKTjbTC3ioZElFyBY7Xjm/JySjOosriinHZM/GF4eOH2AeAmIq7QMNS1Nq0q5K8mZZUoqTnmEIVueoUYnhyzeRJsacIqLaR5+TBcYD6g2op+XzJ0uDHsnAxtnEqmWkGywlPdOphgHf3gy8N/DbibwNp1bxHhWTq8+7MvNmYfuFWSrLbQ9wY8TNlmsjVnoQhFxWi5pzwV8C0ltp7AdJbU6SEJLq0lR9PNr9Ih6s/spwj9Fe8Q/sw+DWLJGaNHp87hWfWklqYkJpS0IVbQlC7gjuBaGWaaA8cWcYeFzweUWreKrG/CziNJKn0USkPPIVLuqaJWHmuW8kjopC9j3joyZHwUokow9zTOu8b/ZncEqXhCuzkpSKkzMsyTzzLnx6zy1JQSCB7jrHOs8/sr6cfooXwO+CPh3x94JOV/EqaiKkmqPyvMk30oGRFrDVJ7xbLlnGVISEIuIh4vvAHgHgpS8OYhw/M1JcvUK5J0l6nzboWkJdUSpaVAAjQWt6wkcspPYXBI6glPsyuACmUFWEZpRKRcmpPi/X+qJerP7G4RBp37LjgTMSimmaLUpNwquHmqi4VAdtbi0H1p/ZvTiRrxK+CDgdgrgZi6sU3CUvS6vS6PMvyUymcdCi8lolJIKvMb62jRySvszgq6A/BLwE4LccfDphXEFRwDRpqtNsmRqLikHOX29CpWu6hZX1gznOMmrNFJro5r8ZPhHoOCPEzw8wxhGnKp1FxaWWeSlRUEPF/K6U9gEFPtF8eV8G34JSguSSO2F/Zx8A5CRccewksIbQStaqi8LBI1PzehMQ9fJ9lPTj9HjlxGeojuN8Qf2blvhKB8c8mntFZUQwFEIuTqSQLmPVxtuC5dnHNLloigTrvoDDinwWkdCfaNaMMSUAK1NhvHGkdDC6jVFU2Ql5dCrqWkuLA2RfYe9tYpky+lBRXkEYcnbAKTRJqeSJt1aZaTJ/176rZu+UbmIYsM5+96X7KznGPtXZIF/2VpDfMUmaqbmh5ZUGkKV+pEdcv6fEr7IL1Ja6Pp3GdRU1alUBuQY0spEsVEf7RhJfkZGv7cK/2Cscb90hoan8U1V4tM/EKc+9lFgPc7COfl+TPRWsS2ZcojEupS65VhzD5jLsKzKv6nYROWOt5ZbHUr+CA11dltfLpUomXRtzMhW4r6xFzXUEOl9i7GGK3WFthij1SfcUfKUsLIJ/CJ9jFh4M4E8UKnPNy9Kwe8mYUN5tSGxYakeY2+kFWvBrSLwwv4cuMzzrLbdFwtS3CeYgVCoIJ/6ph7l4QOS+x4Z8KmNGZt2ZrGKcM0V5wleSjupSkKO3mUDa5jLl5QHKPhnfGCMT8NuFPCOhU+R4hzF5CQKEU5upIaDj9v5mZQTcErJNz7iBxk30DlE584iSvD7ixPy1WxFjbCL6qa18Pev1WanxLslWa5UCnPc6bQeLS2v+RlkT1/7F74Xxz4YMJ4IpdGw/XsB0xwKFnUSKXbO286yldykmxsVna0SaaCpJkeqXje4N4apb0onHk06+84qWYNLoaWSje60FKNhv6m0OoMDl+hGi/aa4FpkpK06RouIq8mXTyTOrQlpb2UaOm+UG4uSe8N6d+ReT+inOLf2mFTna0UUHAzc3zEZB8fmUW0/duL2v1h+EV+xfc2VvX/G9x3qYZTK0aiUyQS2lQZmGgUKIHzXJ0jKP6B/5i0PBf418ZVbitP0HHs7hOXpkzIOOy84qYblmZR5B+8om5CwbWHYQsohWnpnQ/iG8RmDMO8IK5UFVjhvXaxLtpXTpFM43MpVMqWBnKdwACSbawiSbHbaPJzxC8ScJcQl/xeQw9hykVh8BEwzh9TzbbigTd1ST5STDT4ro0XfZQiZkg2IBHfrEbHodabTnJ5aSlslHUnQfjFYqxHokDlNmqZJLL01ItFwADlL5jqAOgt8t/wAY6uMorbSJtpsBZozD1PfdKng5nypzKCUH/FeI8FTY17ofeGmVrFFPaWpZlmpjnuLTqkBI+a0WwL3pE8j9rZbNdrbuIKzPVJw/zZt5Tqulr7fkBHccyWqBJY2UBfrqYUJ6+eAWekz4csMyTDmaYbS+66nKQE5nVddjHk5Pmztj0ikPtSHMs5w1BAUB/EVgEX1HJsffUxTArsXJ4O2eHCmv+D3DnKe57X8Ml8rov5xyxrrr+McxU4J8QGGBWPHpR5VlsLM1O02YcRbRYQAVX/2Ux2QdYWQkrmj0NqdUapVInZ1aglqVacdWf6QlJUf0jjLjHwxxarHPDfDeInEhK6nTmJ1SU9CtAURGMeU3HunooniFxZLpQthtVZ+KyOoKCA6tLmx/xR6uN3hOOSrIevkn/wAiR/6tP/yiPKOw8rPHVNlnxK4kSADduVJv0/kpj1fxfgceb5HRX2Z8z8VgrGK7Zf8Axi0Lf+7jm/K+ZXD8S0vHUsN+GjFKiLgOyP8A2tqJYP8AIh8nxZzrwO4D4B4hcN8KIrlLnHq5itFVmGqgzNqQJQyzhSnKgaG4sdb9Y6Mn5GSM2l0iUcUXHZXXEHhphPCXhkwxiBrDdVncS1tKwqrsKJlJMtvhKi8CdMydE9zFMWfJkyVehZ44xjZ1j9nmh5Ph9ly4Gw0qozJby3zWzWN/90cn5H+VlsfwRWn2mMw9Jz/COZl3VMvy9XddbcQspKVAt2IIO8bDFS5X9Gm6qjuCWUVySSdSUAn/AOERzlTjfAjCGftOuIqkpAW5hBtaj/tS4/aLP/Ev5J/6zq7iN/zDxF/7OmP/AKaoiUOWvssr/wCjY9fW1cmh+SYvn+ZPH8QH7WB5yX8ONMdZcU06jEUqpC0KKVJIbcIII2MDCrnTDP4nG/2e3FXG2JvFZg2k1fGNfqtLdROBySnam66yq0usi6FGxsQIrlhGMbSEhJt7PZV1AEobXByb39I5Cx+eTjVxBxTX+IeJJeqYlrFRl2KlNstNTU+44hCOYoZUgmwFtLdo7oQjSdHLKTto7h+x94p/D1XGXD6Ydsl9tFZk2ydMybNvW9SCj8InnW0ymJ6o7Z4wcJEY1408HcTqZDreHJ+dW4bXsHJc5D9FpTHOnSaKtW7GXx1cU/8Agn8M+LJ9p3lVGoMfwqTsbKLr3lJHqE5lfSGhHlJIEnSs8K12Kst79L/vHtLR5wktnJcRqCJ8nQX002MamaxmlpdT7qUAKN1AXAvaOaMW9F2x8ouE26xPT8/UnOXS5UnQaKfUPlQB69fSOiGD1JuWT4oWWTilGPYGjDlZxVNuTUyFU6ltbzL6ShptHQJHX2ESeHL+RK5aihlOGNUtsd6RNSlNWpygybc0ptY5lXqQGVP+G/6DWOiDhH/FG/2ycrfzdfoxiDFKjMBK5iZrz4Vc5ElqXPpbqBBy5q1uT/8ARAjBfwMM+/iarjIGTIyqz5W0KDaB9Y4Mj/IyeKRaPpR82xtYo7MjM5p+fZCgrzJQOYo/WOXhxfuZblfSJnSuIUrRGHGpFhtVwOW46kDKeqhpDc14F4t9kjo3GnE9RQmTkXJhtahZpUui2RVtvW8Lz+g8Ca0SqcS6m1LTDdSepgDtiuZWEH++CSdjDbYHGK7ZJmZKotvhzEfE2TpzSlmwdqCAQNiQEkm8F2vIPaITOKOElLmViq8QZqrgnVEgy65Y+hNh+cK5JPsbvpDZUOMnBaVlEy6KdiCrpSSoAy6G0Xvvqq8DlE3u+hhqPiC4Z/w1UpK8PJp0ZkqC35htJBG2yYXnHoZKSG6X8SOFKXMrfk+HSHluau/Fz9w4ehICdxA5oNSfYPVfFPL1Fttv+wtNaQ3fLaYVcX31Ag+p+jVL7Gz/AEjZLkqaGBqYlvLlSBMu+UfjrG9T9C8ZdWCSfGWWnJhRRgz4hRFiGJp0n8bGGWT9G4v7Da3Ns4tQHneHtUZzAJQpyrrQnQdlDXSN8vDNxkn4IPWMMppLAqC6O3KyubRL0ypwEn7pIG/+UCWNxjbQVJXVkRSlgqPOcum+zSLk/UxBfsoGCo01mTDbVMDkzrd+YdKv+qLCGtLwCmKYaw1M4rqBlmHWWCElSlvHKkJG8GEHkdIzdImlOwXNqlpiWpL8/UaowMyG2FobYbRsVEqPmB9PrHSoNKo22Tk1eyK1B5WHZzkONH41AIdWpSVpCv7ttPxibbxuvIa5AxU48ypawqwWB5r3Kj0t3gbfZui1cFYWak8Fv1suzCFuzaZNtBACHVAZnNd7DQepjvxQUY8jmnK5Ux5lnboGv0/aKWTC0XSoFPU6Rgnrr4A5Wea8O1GanJdLKXFuuS5IsXGir5j9b/hHlZfmzsh8UU99qEkKqHDYE28lSGn/ALmLfjdsnl6Rz1SeLHGqRpcnLSGL8UsyTTSW2UNsgpSgCyQPJtaLeji+xecywvCgjE3EDxSUqp4lnp6q1mQlnpp16ojK5kS3y030FgM4tCZVGGOohg3KWzvjxCVUYf4F47nAoNrRRZpKTe3nU2Up/MiOOKtpF3pEa8GlZ/jvhpwK7mCuXImVuDf/AFS1I/8AthsiqTQI7SOL/tAcPJpPiPkptKSlqr0+VfKgN3EuFs/klP4x2YH/AG5IhkXvTPTGVUG6egk2AbTqf8IjzzpPJLx1TjbnibxSELuECXBOpAPKTHq/i/A5MvZ0f9l5Nurw9jdnM38Mmbl1JT9/OUm/0sBHN+V8yuL4ly+PRQT4YcWk9HJE/wD8tqI4f8iHn8WUV4e+MXD7DnDXA1Uq+NKNSZjCUrV2ZykzL2WcUp9d0Btq13L2v5d7wcsX6j0CDXFFJcV+OtOxhwU4e4Lw7XZxxEu2+9X6f8OtpsLLiVsoWpQsrKbnymOn8fE1O5LollmuOjr37Op1xzgXNMutrQGKy+lClE+YFKVXHprEPyF/cZTF8EV/9pshKl8LswzWqLxA9btwcH+r+DZPH8ncEnrItjuhI/6ojlKnEPB6tt177TDilMNtuNJRh9Urld3u0uXQSB2JBIi7VYl/JNfNnYvEX/mHiL/2dMf/AE1RAoct/ZZW/wBG16238cmv0TF83zJ4/iN32sf/AJttPuP/ANQS23/q3I2H5hn8ThT7N1NvGDgg2+7O/wDZlx0ZvgSh2e2NankUyhTc24FFuXl1uqCBdVkoJNh3jgOg/OBimbTU8SVScSVKTMTbzoKzdRClki/rHqQVRRxS22Wl4P8AiarhD4icFYgU7ypMTyZScJPl5D38tZPoM2b6QuWNwYcbqR79tKSttKgbptcH06flHmnYeXv2uvFP4/E+EMASz38uRZVV5xAOnMXdDQPqAFH/AGo7Pxo23I58r1R51JTaxj0TlYoQL7aEQwtmudI6GNYR7rM42KaKnJhlbpILZ5YQhlXUqHfc6R2TlUOcf/wdK3TG1VdbfAnJ2flgtkKDjRatmWR5SlI3tpvCeomuU5LXevIePhIfZins4sw9IuqnHlvNpBNPVMEF7+kBsDQE/lFXjWeCbf8AtfZNPg3REsTYJxAph155aEGXVZMhLpIS0nuOlul44M/4ueSu+vCLwyQRBJsTkq4EPl5tVrgKJFx3HpHjT9SDqVnWlF9CZmHlgAuuKttdR0ifOT7YeKE7Ktf94WxhRDziD5VW9hGugUOcnWavKsES89Nstq0s0opB/CG5NaBxRtNGpz67TD85MLI/6Z0n94zbDxX0JooU2s6tJ+pvAphoNRhiZuBnSPYGwg8WYJbwfNKQkqdSn3huLFHKncMJiprbSl9anFqyhtplSz+Qg8P2EsuheEDE1VllTZpc83JpOszOlMs3b/aNz+EHjFDqMn0iVYf8KVIQFPT9RZCmlC7LKS7f0JOkD2rpFo4G+2VljvHFMwFi6p0fD2HqS83IvFn4ycZ5qnFDc5dhY3gOfhEpJRbSIdP8X8UzylZKimRbJB5ciwhhIt/hF4XmwbJvS8RLxNQW59xRfmmTncbcuoFY3/ER7uKayYrXaPMmnGe/J9jebZmeHFRa5pecS+29kTs1fpfr6CI52niYcfzRSjiFNqspJSSLgEW0jxmmuz0OzVKcxtAMPlLn1yC0LlyEuJ182x9ItGXF6A96HyuPtT7MrUGEuJcJAcbU5vfewGoTFpbqSE/TDJeboeH2i8xIpm58gKS7MnO2j0A6mKeyG0ti029kaSufxViJCWPNOTb4Qi3lAUdB+Ec9vJP+RtRR0txS/hmFqXRMDUYKWxh5hr4p0rFnJp5GdZt3/TaPTlUXwj4OBcn7n5IU05oLnpYd4Aw4y93LJtrsNYIT2e8EdUaqnhkwItm5CJNbJV0uhxST+YjyZ6kzsj0jnv7TeXm5us8O22pVamuVUEpeFiFOK5VkAb30H4x0/jdsll6R19wZkJhnhDhBuoyglZ5FHlUvsqQAULDQuDHI+yyKY4U0Rub8bvGSqISLU+n0+UJHQvNIV/8A1w7fsSB5OjsUSVHqNBnJevNSb9IWi0y3PhJZKb/ezaW94n0MC4HkcOUzDzErhVqnMUZtSuU3SggMJJN1WCdNySfWC23tm6OL/tL8OE1LhpXUosEzbsi6sdcykKQPyVHTgfyX6I5F0ztt6mM1ajplnwstqSgkNrKDoARqNY5Sx5feNLgZjWqeIGuzeHsI16rUt5uX5M1Lyzj6Fq5YzAL1vY39o9DBOMYU2c2SLb0Wn9lnKTUhOcT5WcYclpmXdkWXWXRlUhaeaFAjoRsYl+Q7kmh8WkdGeNnDVVxd4csU0ui06Zq1ReXJluUlGi64vLMtqVZI1NgCfpEcTSmmx5q4s8q8Y4DxJgeal14jw1P0MzKl/DqqEqWuZl3y5hra4vbvHrRnGXTOJxaGdqdSkBJ8wv8ALfYRVMQ9bvBS2hPhuwetKEoU428tRSLZjzVC5+gjxMrubPQh8UU59otQ53ENV4USUhKvTUw9VHW0oZQVG5LfaKYXXL+BZ7o7PlkFuVQk6EJSD9AI5ipwNwOdTKfaY8S23CErfpkyhN9CTnZUPyEdEv8AEiS+bO3+ISFO4GxAlIKlKp0wABuTy1RzlTl77LeXWx4bHM6SAqtzakk9R5RFs3zEh0M/2s0whvw6UltSgFO4il0pHc8p0/tBw/M0/icN/ZwC3jAwOf7s7/2ZyOjN8SUOz2oxMkqwvUkpF1GTdAFr/wDRmOA6D83tTbKag+k9HF7DbzGPVj0jhfZrKnK+gA3OZP8A8whn0Bdn6P8ACC1OYPpK1EqUqRZJJOpPLEeQd549+OjAlf4i+NPH8jRZX4tyXak3HFOvJZZYbEq3dS3FkJQm569THo4GowtnJkTcqOacb8Pa/wAO59iUrsiJZb6Oay608l5l5H9TbiCUqHsY6oyUuiLTRHFLCk+kUEEis38ouPeFGD6DXXqDXAKiWHnWmsiZNNsqLjTXa1t1R0Y8jhKp9/X/AN/6lJRtaI8/UUyTs3OMS7XKmVqzTCkDKBf5WwenvHM8ig5ZIrT8/wDYqldJhNExI9R6nKTUqj4VlxBaVMOH+YUHcD32H5Q8M3CcZRVJ+X2LKFpolsritM0GTTZeaUkAgtEhpsHqFLXqomO9Z1P/ABpv/j/lkeFdsGr1HYdlkqqaEMyju6GDzPhV3+ZB6g9Rt2jnzQUl/c6/6FIunoi1cwAaO8godTMMPJDjLqCSlxB+8n9xuI8rJ+Ko7idEcj8keXKybSlBbyQRpa2scTjFFFbNmZqTl13QsgjYhMLaG2OEvU5FKQHZkBIN8oQTrBtGHCnVNh1+7EhOTKR/6NASDBTXgPY7GddQEBFBmFhe3MfAvr6CGt/RqDqe5Upt1xLdCk5ZtFsyllTigPqbQLYyjZP6FSKg7KJeQzLqdK8nLZZFhf8AO0OmUUEXbw/am6EhtfxLciGvOoFoLzLI0SlXfvDN6KxSD8TY9m5+UYp81MqbIWV5SdDrsT3iZZugenzTzSXVMqQ4xLoW8hJ0RmymxPoDYa9YVlYnJtO4NvVCmsYlxdXWcM0qoTDgRNPsrmH5pzMSrltoF1e5sITj5ZD0VFXJ9kzwD4euHPEvELeH6NxOVLV5aiES1bpipNDthchK7kA+hh1CL1ZLjj8WSniJ4aqh4fpMuzNQYnZSbcS2w40rR021I9o9H8WPCTSejh/KScFL9lPY05c1Q59laUh8ISpkJTlTlB1Om6op+TH2tHJie7IJiOtS1cZpy0tcl+XlUSziSPmy7K/CPOyzjNJpbqjqgnG7GVoJQsZxYX1vHMWX7HhFQleVlHLbKbhJSNhFk0Bmjs2hyXShvM44ogqcJ1NvSM2qpCeRJbiltpBOYWvboIz6CP3DJbacb01x4DkNOl1xV7ZUp8yrdjYWh8EqnyJ5VcaLGddfqOHZmuzYyzlYqzk0G1HzJaAsgGOiDbuT7ZGarS6QJLz91ICzruTfQxWydD3KLIUkoNjuDDoB2j4LvGjI8EaS7hDGDEwrC631TEpUJRsuKkVL1WhbY1LZN1XTqCTprHHmxNvlE6ITSVM7ZX4luA2OZSTmpzG+EJtLCw+wmqzLTbjS+igl2xSY5aaLaZFOKXj54bYOpkwzhmfTjat5bMylKBLGboXH7ZQnva59IaOOU3pAckuygvCb4oMPYPxtxJxFxKr6KdVMRuykyFiVdcQso5gKU5EmyUgpSL62i2XG40kJCV22S7xTeNbhhxH4M4lwrhWtzNVq9RbaaaQKc+02RzklYKlpAHlBMLixyc1aDKSSeyI+Dbxd8OeB3C+dw3i2pzNOnEVR19hliQdfSWVITYgoBA8wVpFM+OXP2oTHJcdsj/jI8Z+A+NuFaFRcNStVfVI1ZmpuTkzKllCEoCkqTY6k2VfSBjxzTboMpRa7Ol5b7RzgGxLIQrGywpKQCP4TN30A/wD245+EvopyX2AVH7TDga05IIlq9UJ34h5KHVt0x9CZZBOq15kjQf3bmD6cvo3JfZzz4OfFJw64bcTOMdRxLiNNLpteqqZumvOSzqw+jmunN5QSNFJNj3imSLqOvAsWtnV/+n/wIUP+f0v9JOY//wARHhL6HtHGv2gXH/AfGmewM7gqvCtrpyZ1M0ptlxHLC+VkHnA3ynbtHX+OnFu0RytNHJCZtSHM1ylN+sd1nMekPhl8anCXhhwFwrQa9igsVqTacQ/Jok3VqQS6oi5CbbEdY8vJGTm9HbFqkWl/4QrgQ8W1OYySFDXzU945f+rE+Evoa0QHHf2p3DXD81MS1BpFdxQUpPKm5ZhDMs4q2mq1BQF9CSOkMsU34Fc4ryefch4m8R0PxFvcXZSWbbqj1Qcm3JErKm1MrGVTBV1GTTN0NjHZ6f8Ab4kOfu5Hpzwt+0P4M8RqUz8fiNnCdTKAH6fXhyeWbagO/Ioet/cRwyhKPaOlNMkkx4seAXDPD5RJ46wrKyDOZxMpRHkPm5NzZtm5uT6QtNm6PMzxx+MJzxM4mk6fRWH5LBdIWXJRuZTldmnSLF5aegtokbgE33jsxY+O2RnK9Ir/AMHvFOh8FvEJhjF2IlPt0iQEyH1y7edYzsKQmyeupEPlTcdCwdPZ35xG+1X4ZIwzUJTD9Mr1WnnWVMoJZQwgZkEFWYm+ntHGscn4Lc4/Z5LOuc90uZT5iSRe+5J/ePSRxs2Z/luJUsEWIO17C4g+DI9p8OfaL8Aabh2mST+PEIfak223E/w2ZISpKACL5N7x5fGX0dto4qxF4nsGYr8TWOcYytRVJUWozcpNU+cnmnW2nFsSimAh4NguIbUVFWZIJBSNOo7IQfA55SXIqDxO8UaJxAqNPbo9QFUDazMvvsh0yza1NNt8tlToDix/LuVrAJvbpc9GOLj2Sm76KJtY7C3WLiGtx13gGGV1tmaV8MzJuOutpJdcvbN6E9feOZ1J8VG67OvrdjatlyVaaZW2ouuq8gd1QgeneI04pRa2/vwP3s0XMuMPqKFFxR0L6hoj/D6RnNxlrf7/AOxkrRmm1ZyVfLriVzWU3BJuAPS8bFmcG29mlFPosGl4iq86whTdLQuWmBlUhagc6No9SOXJNJ8dMhxS1Y+y1GqPw4w+/NNJDwXM09tJAsrdTY9wLWPUesK017Wxlsh0/Qk1Vt1Tkg8HmzZSuUULR7j9o4ZwU1tDp8WQ+p0ldOmMhBykXSopIzD0jz5xcHTLppq0PmEqPLTL4W+OZb7saKvsokT6lvsSzS2203QLkrToBFUEf6XPs8ltsoQlDuqHLXKT2I9YJRfRNsJ0H4twS8swXlKuXABcX6fT3gUPRb2DMASrYUpzIldznATqk22B7GGQUh2xWyzS5RaZlSGEmzmQJvcdLev4XgPZRKiharU0u1BMwhalspUpZS6SCQOn+6FoVuxrr/EV2XpwZU+kl0gBthOXKkbpPeNRvUohOG8a1OWrtOkHZ+YmqSzMqdlpN0hSGCTc5QRprDK7omptOyavY6ps/jBeK38I05VeUsLTMF1YRmGgVkGl47/6aLdtnD/WvtRVguOOJFd4gzDUxW55UyWAUMNIGVtkdkp6e8dUIRh0cWTJLK7kQepygq0itsHlqGqFEbK/cQ84+pGicXwdlbO0qem5xTb7TTKwrJnfORJO2h6x4ThNyaZ6ClGtD3LcMypoKm69TpVPzFCVKdIHfyiH9Cu5Ibk6tISnsKUanKyInKhVV30ErKcsfiqFeOC82C5AT1DfW4lMtTlyjR1yTDozrHqdNIDj9I1mH6Y+G7ICW0E5VZCVkegSNvrAa1oyZJKDhqnNVMIFakHFuNhDbLIcLitLlKkhNyonSwgpU9Gu1skWH61IV1msSUw6+lYYzymRqzaXEbIJVqAdYtjdtk5rqgdhpx1SQUkDc36R0HOSKnDlsgG69dLiHRh4k3VoRoojMQe31h0AcpYNlRW602oC5upsEgAa7iGAdrYU8OOAMCeHiQ4mcQlVefVOMsTCKdRloTZt4jlpSDa68puSSAPpHnvNOUuMDoUIpXIrjh1UOAtWr0/TcUSeJ6MxM1B3+H1Nx1tLEtK5Ry0vWUTnuCCbEaiKTeaO0LFY3orfjVQ8K4XxxNSWCcSJxRh5baHmJvNmWi9wW1kADMCOg2IjpwzlOPuRKcEnoradd5YFioKPY2EdAtHWfgn8LuDePGCMT1bFTU0/MSk/8NLBiYLYSnlhVz31MednzThOos6YQTVs4xxjRX6Ti+r0lgOuqlJt6XCUXUfKsgbe0dSlaTOdqmdaY48LGDsN+BlniZ8DPs4x+BlX3FOzCghKnJhKFEoPodo4Flk51ejqcEo2cTpfKFmxO5jrOcmHDPCE7xJx5QcLyTnLmqrONyqFqGiLnzKPoBcwspcY2NFW6Ow/EDwZ4BeGqYpdBrsni+s1ybZRM/ESjjaxygsBSiCUgZrKAttaOWM8s+izjBdjpwg4AcA/FFQ8TN4EYxXhmsUhtCr1RxBsXEqLaikFQUm6SCLgwHkyQfuNxjJaOFqvLvUmozUm/dD0u6tlwA7KSog/pHanasg1To2wtR5nFeJqVRZZaW36hNtSja3VWQlS1BIKj2F4WUuKsyVujtLjx4euCXhwoUhS8Q0PGuJq/O0xTjVVpwSZRMxYgFeoyjN90X0jkjknJ6LuMUtkA4f0Dws48wkqn1l/EuBMSMU5BcqVUWEy70zl8xaHmuM3QgaGC55YsCjBnH81kDqkiy0JURci4OtgfrvHWnZGqZKeFFRwFTMVOO4/pdTqFDMs4lLNFShLweuMijcp8u99Ynk5V7Ska8nafhv4AeHvxM1fFrmHsP1+SpVIZkrM1CZLcwlx0rCyrKpQIOUEWMcspzj2VUYsq3jbhzwxcKsV4lwmKLxAfxBSFvy6XUuMLlVvZPJc5grIFEHa8MpZJbFaijjxxYI0zH/FHWc51N4JvDThfjhK40r2LP4lMUzDaGFfw6lkJdmM4WpWvcBGgG5Mc+XI4ukVhBPbD52d8LEriRwv4I4hSlMalg18Ktuz5fznMo3VYAJt17wqeWtDNQsrvxPYQ4VYZqtDm+FeKHKxTqgwpU1TnlFbki4nKQFKsPmvt0KTF8U5StSRKcUtopBKiNdb9wY6SJqtw2BuSYKCYzEnaCA1KwIxhhnVKfmsjTLknYeVgCxV6+0cUnydJUdq6A2FZwFPpzhs21IKbfjoYSLvcvAWvo+crLM6465OSyZlyyUt3Vy0gDfQdYDyxm25qzca6ZhVJn5ooWywvK+2X0My6c5Q3e1yBsL94RqT39hTRtI1D+GzHLmkvKKLDIXFAp72Aho5ODqRmr2ixcKvzmIEqXSqLOOuy6eelxtSUny6/Mq5t7R2xlyVxiK19smmJMM4ixXTKbiGdrtKpYm1rtLpUXXGlpGwI+dS97QZRnLzQNdlU1SmvNTIl56qJmQVErS4zYJv1uNj2jknFvUpDJ10hjnWZrDb6Uc0LQ4kLbeaPlWk7ex7gxySi4MupWONIxhy1BDqbBQsSICl9jWWLg15hyptvlZeaKgciBltpuTFuxovZ0Ng5kpm3Uyz3OB5b7culNnHgRsSbaAg/SCdWqssKm4zkpBlkzDCGk2VMLbSq5SsX0Pp0tBoW6Ks4o4+mK1zCiYW02AVKUk3KidAPe34Q9UTcmVTJSM9Wp5SG5dTibgNoWb79be8L2KnZP8ABuA+HTNeXSsX4ukpCoZc7jb2YZfS/wC0FtLQVG+giseG7mzD9Ww5V6ZM0pCVuoeZdCwtNjoi3SMlbTRf0dOyj5aaKUNhZCRroY9RM+c6PpiY0VYgX3tprD2AAVNlCSSQLHQX3gchqDcQVfA0hhiaps7S36jXi4lxU9zlN8pdgciEjQptuesc2WWGvd2PCOS7T0R1zFuGmJOWcp1Bm23mxlfVz1qaeTb5SL6RySniq4xZ1rl02CL4ksuvIWaBLFKPlZstSfqSdYRZY/8AhNxf2YqeP6zUkpMtJS1PbUbJEtJNg/Q2vBc2/jGhVFLtgE3UyllxM8qoTMwoZv5r4ab9yhOsTb+xv4GvDSpqYr8qiSMwl5xfL5koCXAFaHKemnWJR3LQ0ui3MFYekZbD2NZuZcbVMNSrlPpso25mefmTqSkDcIAJJ7mOuC9kmSm7lFDXh59yao0hMPI/mONXufv2NifyimOXKKZGapj/AClnUBGlt+3vFkIPkoElvRBAOg7xRAY5toK2ljUnKqxHciD4Mek8/QZvjx4F8IU/CTSKvU2JCSSZRt5IUXGbIcQTewIsdDHk42seS2dklyjorjwt4SxfN1GQoFT4WYSquHKXUpiRqtbqMohycZULrUlRKjmUm4SLC0Uyy3akLBeGio/HDLUCicbXaTh+nUqmS0pTmUPy1KaSgIeUtavPl0z5Skn0tHV+K5NNtksqSaObZ1zOuwF7COwgejn2YEw2jhZiZRvmVXC2Ra4IDKT/AJx5H5P+Q7cXxOZ8aeOiv4Rx/iZikYJwFNyyKlNIbmJmkq5rrQWQnMUqGY2A16w6/HbSdi+puqOk/Edj5/iP9m3M4lmpWXpb9Uk5B1UpJNkMoPxKPKgHYaRzwVTSKS3E8qA7ZahvcmPROUtPw1Y1YwDx1wPXJpxDcvLVJCVuOWypDgLdzfYDNv0iOXcGUh8jubx/+HDHnGTH1AxFg+i/xumt0pEm841NNIyLDilD5iLg5hYiIYZxhdjzi5dDh4HuDmLfDLROJmJuIVORhuRXJy6mlzMy2tKktBxS1EpJAGoHreBmkptcRoR4rZ524wrbOKsY4gq0s1ymahUH5ttu1sqFuFSR+BjtxpqKRCXYwsNK+LZs/wDDHmps9e3LOYWVf0Ov0jS6dgXej09xZi3xX8LMNSamqbhDiNSZWnfFP1hcuW3EISm/n/mJCjlF7pTrHnJRfmjqbaJBw9cxD4iOG1be408MKBQqC9S0z8hWZVxtXMSpBOZKSSpBAsQomM/a9M3faPIiaQgPOJQcyAtVj6XIB/CPSW0cnTBFpSNNNr+8Ghrs9AfsnZ5Einiipa0ozuUdAKzYaqejhz9otj6OT/F5MNzPiT4hPtHO25VnVJN7n2PqIvi+KJT+RTjib6jX6xWhDsn7Oyg8U3pzGVY4YYgpEvNSbDYnKHWGlOtT2ii1okixuCAq4tcxyZqvZeF0dIy3iD8SBxTL4SrnBDDs/WwwKlMSzU002Fy6lFAUMyiE6g7k7RJxj2mPyfVFL/ak4Vw3Qqjw4qFOodPoNeqMrNKqUvJNJbWcvLyFYTobEqAVbW0X/HbtollWrODkLykm3sI7kc9Hy7LtbQwQidyg2IubQwpoXjfSMCjM+0ppDM5NvCWl5oqDKQUqdQBp50g+VJO3eOZyrcmdlfRF54S5WeW63ZxZSspTYgX3Mcc68MohodSEOLSDcA2va1453pjh9Lrk3SuciWmX5VuYbLD/AMO4Ulxsm5QfTTaHU2tAasMKpF6TZDb0w2tJXnU4gDNfayv1vD6rQuw6iT07KvsNioZGgbgLfyNqHb2ikJSWrM0iXyddcpFQQ1Nz0v8ABzAU80uXcSoNOWISUp6AdR9Y6OdPbF4kdXXGihxpSmVLUSoKK7kG91HQdYm5ro1MRlK/IvBUjMMtzzTny3QryKO9iNdf1ifOL09jJDRWKMmXa+OkFrep6lFPntzGVf0rA/I9YhKNbXQ6YbhHFrtEm05lKKSbGyrAjsYEZV2OmXrTMczyGG6gw6l0BCWySu/l7E9CO4+sWfRVSY91ficiYpyWmgVozFRWpR1UQAVd9R02tGWguVjGmvitVASkuAhopSLHVJI6k/tDeRLssGTQuiyrfw7Q56lJOVo+YfjFWtGXY7t+Hh/GKX6m2CJ4grbUtNwpR7k62O0TpWdUWkVrjuaxJwzlf7L8+YobU60szEggi9r28qhqEH03jsxRTVnL+ZknHjGL0ytGLgDU3P6RdHjsw6sgqzKNoY1ALrm4AH+6FCS3h3w/ax5MzTKlycuoIIXMzrwZbaAFwVLP4W3O0H04yi5MVzcWkSCqqw7LUOoSlRqErMIllZVCjtcpskCyQm4v7gws6SaZaFlP1aXwx8Hmp7c2XuueYHl72Fvyjz3HFVo6PcR5uWTNoWuUZdl20bzD7tkg9ie/oIjV7jobrsVRTaaHAqbquRnLc2aK3Fn0TfT6mFaS8hTZIqbi+jUinmUkGKi42dXXnnhLoV/iDYzW9M0HmkqRq8sf8DYidwdiSmT6KNMSUq82VpXJsZHHGVXSpSFu3BvqL2imNtOhZ00EyTLDYKJNssS4WottqNylJNxf1jriqVI5JO2PUm0UHXX6wwEPcqg8sE6i99OkURh1Yuls3JAP6docA74ZxPW8IuzDtBrVToa5i3ONNnFsB222YJNjbvEpYoSdtDKbWkx5leJOK5ZE1ycV1uTTMuF18SlQca5rhFitVjqo2Gu8Z4YPtG9SS6ZFJkh51Ti1LU44oqU4tRUtRO6iTqSe8XUVFUidt9jHUSCpQSTb06wTIUoHEfFWC2HmqDiSrUdlxzmrRITi2UqXly5iAbXtpeISxQm7aHWRx0iEz7iph11xayt1RKlKUbkk7kmG6WgLY4TnFHGEzhVGF38T1Z7DaEpSmlLm1KlglJukZNtDqI5XjindFuTqiOtKJ1JvpDCsJQEnQi6SNjBN0WBQOLuOsP0VqnU3GmIZGntWDUoxUnA02P7qb2AhPSg90NzkfVnijjHFFIVSqviuuVWmlQJkpqfcWyog3F0E2OveCsUE7o3NsYm2Cp0JIKTYkk6Wi1CCCmS224tWVYByhJ6xqMSJnjNj2QpIpkvjOvtU0M/DCUNRcU0GrW5eUn5baWiPpQ7ofnIbanxaxtVKIKJMYurb9HDQZ/h659fI5aRYIyA2yj+mB6cbugObIalQUsaEE7G+8VSFEXUdRr106QWa7HjDOPMRYJ55w/W6hRlzCkKeMjMKa5hRfITbci5t7xOUIy7CpNdDJU56Zq05Mzs5MOTc3MuKedfeUVLcWo3UpRO5JgpUqQG72N6gQm1t94wB9wdjfEWAaguew5XKjQZ1aeWp+nTSmFLR/SSk6j0MK4KXYyk10SF7jxxFfq/8ScxrXV1HkiXM2qeWXeUDcN5t8oJJt3gelDqjepIjGJsUVrGNUVUq9Vp6tT6khJmahMKecKRsLqOw7RWMFBaQjk32NKiAjf6w4EJFevpBD+zcnOn194YAMoanSFZiLtNvVWaLKCoIUoJS2jXrokd/SPJVzdHf0OicJMPKLbNQT8S2f5jEw2UZfQqF9ekU9FPpgsFrzNPl208iTmpZ82N3VhTauhAtv7wmRRXSNGxijnKD/KYrclaO5KIl2viVoUx8SpIJDR3SBtc94ssjSoTjseMC0Ws4nWtFIpDlRcprJmH30Ml3ltjQBQ2Cbn6w+O29LoEtCNRoMol1xl4PSc2UcxsKCQknqLaWh3CPT0zKToZ3aOzmZU3MLc5g/wDR7q6xPgvDGscZOWnmVluWdl1BJJWR5FJt0J6RRKS0hdEhl3pyQW6idkpN+VqjBJSQCc4GwI2J3vD7XyXYV+iF1ujGnht9oKMq7onNqUK/pJHWOWcK2hkwjDuKXqO5lUpSmVbp3A+kCMqGsmYxA9MyeVlfMS7a4T5besVu0Gx1wxMuy7qXm8oaTqVg6W6i3c7aQ0b7CTWicQnJevNPTak/Ch1KljNpYWsAeghuX2NHss7jB4k3V4ZZkMMtJZE8cj82Sf5YtfKkDr6xTFFSbsP5GXhFcTnyoVeers0Z2pTT05MFITzHVXISNgOwHaO9JJUjyJScnbYEHMqiBr3MYAhMPZlHoP2jAAlqva0AZD/hOm0arofaqs04y+2tDrMm4VIl55I+ZtTiQS2sbpURbQg2icurYVt0iP4wxVILnaxKUmWXT5SYcRdl9wPFGTs4N+scuXMnaj5OmEWqsapVFOmZtossiafKbFlglDZNtCtavl9bRGPG7S2O2xqmp1uR5jCFidXnJzXJZQr+4nqfUwjko6WzJN7Gq5eXdRKlGIt2UJ9hSnpXhmr3QCMqFkkdlR0YVfYJ2oaF25p54oC3XXAhORAWsqCB2AOw9I6zjHmnPLCkg6D8YZCMlMqUcsKN7w6MPUokqbSLajQkdYogBzSge9x0trDADWGUtFJ0WOw+77xhbMLfSb3ATc7waDQxzs2ph0pzFV7hNusGzUNk07qQb2GxjWZjXMOgpPeFsUZZpzzKHTvCscbZggG41HQmIyKIVaVYJ3hBgps5htf9oYDHGWWpDSU/MTuIKFCpRQQ6Coluxv3hkEc1zSUqSsHMFG1u3reHQBuCVPKcJUCR57nrAowE6Uq8ygV9rH8IUDAHVKA08nrvrGoyEk7KJAJvuO8ED/Qi4FAkBdhvl9YwRBZO4F7wDWDrJAH4wpjTPca6DpGNRulQtppr0jAZoSb32HQdoYHZsTdINr+8MDyJFJIJvf8AaNQwmry2vBMZBtbeCjGqiCflMABGHn5RqfTMMtFKAoKyNrsUexjyW4p2jvo3lqixKvuO5n1qVdQIdtmPdUFSSdmoTcnZadCUvIdFiTmQq5N+mvaA5J6ZqoSFNTNvpZkVKfcIvlUMuvbWF48nUQ3QtIUh5Eyyt5lCmC6WlcxdkhVtlHoYKxsHJF7cOaw3hTD8xTTIyi2Zi1nVTBaKlXuEqUkgm/S+gtHo41wVEH7mM+KaXI4rcmZdNQY/iLTYLDTqxa3W6jY36C3WNNRnryPG0VO8t+jvLp9Tl3QlCswQryrSe49DHBbh7ZIr3tDvKTbUzKhbDyG3QQVBSCspQDoNOsXTTWhOmP8AJzMgqlVFsyKqlNsATDT7y1DlLB84QB8w7jvDap6s22GUrDstWpdSJqmuIl3UpcvJPZtDucp0uPeMo8ltDlf4kwwaM8tUu6qYl0qIPMbyON66BaenvtHJOHHo1iFBr71DmcwSHWiMqkKF9PSFjKhi9sDVSlV6lOOMOIW6kA/C2AyAbkiOuDUjDo9w2VUqk2WG1lh2ylWTlGXsew6XjSiPFoD4k4Vbwxh+iJWcj0xMurS0PlCEi1/xi+CNNsj+S1xSIDn/AJfcA+2kdZwGXX0pbO1j+sYwA8+Vbi19IVsyBlrskgnftCtjEz4LLcHEmkupOVTKXngfVLZtE5PRfCryIjfF2koVVzOsSraFvlS3VtJABXe5uBpHn5Vu0jukl4K4emHlpyKcUU/0jQfhELZKhIptcQDBVOY58wlPS8AZK2XTJ0Vul8IpmfKSHJ2cblGiDuBdSr/hHbh6sGfUCMSzIuegOpjoOAdJRKULTva+0MKyUU9STYE2PcmHQB8aaCWkZDoT33inRgwILaEkHVR37QwAtklKbEEje5PWMBiJBS8Ak3v2g2YSnm0BlRGqgN+oMExGJ1XncOhUeneFAM77nnOtzbp+kA1DZOJKHFA+8KxwB0BRFze28SkOjZkWsdgYQYNaUAIKAGMha1BJJBJt2gimUqLbmUqurqe0Ywa0lSWi4k3Sk2BGwJh0YTIKlEqN02hgCC2HF5QARnPlAG8agAkw0tRyaW11v26QKNYOmzZTdOYnYGCbsQcStSVLScpB2jGsHc1vqSD26wGAQWkJyi9r9CYFBsS2Fs3tChs1Su6hvGMxULBtqIdCmUkOC4NgYID7lnTWwEENiLg0t+u8ExoUka3+t4xmz4KsLZkwDEEASVDMo27gR4mvJ6QfJJpWZQmlzVvuqZSPzBikeHkXZuWqUpIS25NlzP8AMoJCSn/ODUPBtjtLv0uSspDE85m8ubmoOnXS34Q6cV0AeJGvUV+fbmF02dbeQgIKG1pyO20GZNtz1iinFu6A0T2TGD6y2xLTOFpyVKEguqlZ+7pudRY6fTp1jo9sltCV9BdUwNgiRqTdTpVdn5aYZWD/AA6ZW28+wk6WUL/kCTC8IJ2nsbYviegYdxrTZlhM+5NTksnmJcLKUPMpGguL6j+7DyjDIqYNraKMq9Dn8LzjqW3s7abHnsE5SDtcdPrHBKEsb0PaYfhnGVQpc424idsoXQEvJzAX3I7Q8Msl5NSLA4cuVKtqmkmmTboKHG21yy8hdfVsbHdVjeLQbldo1ILqOGaxNz6hUaBXZmWXK5FIappQ4lSRcAqtqkga/jBe3tB/kh1TwIxiGfnf4JTnqW4w2l0yTzocsDYWzep2iTxqXSo2yHu06r4cqPKUy/JTab6Dyn19453GUXRrJ5hzjhjHDCUBbrMw2lOUGeb6dBpqQIqpTj2FS+jau8Up7HdRlHKxUvi5htPJZAaDbTYJvZI6C+5O8dUM0I6s55xnN2JOlbWh8qgbFMdlnKYWpOQgG1xGMCTCwEW6baQrGQiVJUnv6iEGLD4HSi3sXTryMw+GpcwskeoCR+sLPo6fxleREk4lUKUplBaZLZM2pvmqzdBaIySqjrf2c11BpKJpQGwOkee1smxBLRVc32hTDnSJVQeQqxGsApFF5Y+YcpHDfAVPX5XZoTE+pvYhIISm/wCcd2Poj+Q+kQmWlisC52GkdBxDxJyOcDW5JsDBFJNK0xTQTrqBfSKJAHNptfJGTLmJ+707wxgtLyUoGc/TvDWAIM0lLWtrjt0ggoGQ4pRAvlsu5BOsYIPV30hGous9RppBBRGp4quSDcEX9oARjmHMi1DWw09YQw3TDoVcG5V3OsKxgNbhBsB9Ik2OLSxOYE/SFQRzlmiVAaX31hkBhiAEWUQrMNiYZinzjf8ANIUk5tyTvAMLKe5gWq+hIIF7AH27wxhMzIbVqkG4tp1h06FE5iZUvIEjKpAsD2hrAALc5dibG5O+hJhTdibiw0VEgjTS24ghEHlhwgJB2y9oIoC6paCdgr0hQoGcctqD7wrGMFXlvYe0AxolVwQQfQwDG6TbTr1PaGAxW5ISQIcBsr5OsMKIKJ1vvGGNCLnXboYFGE9RfS8AJGaxVJapqStqnMSS7WJYJAP06R5E5qXijuimhtiQ59AMbJt1gmCmm0g3DuU/4tYYA80llnnAFzKojVQWQR394tFIVlkUKgS6JZplFPYm5Z08xKpnyhR6KCjr9OsdkYpKqF23ZLJbhVS51bk5LTUxhqbskFDjJclHO6SknODe2ov6RnjV3HQ2+mSF3Czk423JYmp8s/MS6SWZ+nr8ymf6Dn1VfXyK1G4iiWqkK0UlxN4VzGCZ5czKJC6apQWxNIJKFhWqU2OqSBuDHJlxcfdEyfhj9w3xpTJ+oqlajIt05xaM/wAQ04UkupGhT/Tfawh8c1LTVMNUXW3UqfWcHPysxUuTPou5LIqtSdZHNuCV6GykZbi1/lB7xZj+BixZSMRTUpIyrD1Lbps6HjMSeEpTmFqXy25heVoW1aEC/l6QjTf/AMGK6reGqCqoNU55ycl0MsBaviF/Fzc4tQ05aU6JtbUHoYRxXxYCFz/D6cfaM67Iro8mhorQJl663Ug2JQCdh1iLx3voIPh/BiZyWnp7I9MyEoiy5gjKkuHRDaB95RNtveFjjT2Em+OcDzmBjSJWdQtD8xItvOoVqW3D8yL9SBaPShfFJnHljxkRhSwEHXpFCIIE50XPXYRMYRWeWo2J9e0L0EuTw9SqGGcQ1N1GZDhYp6deqlZ1fkIV7Oz8dbbF+NdYStueWCMynOU2E9UJESm6R0M5zmUh1xSh1PWOB9iGzEuSALa7QoUiY0CgurnEhtGZeQLSCNzfoIy7OiMS0uP+aWxLhqnE2MjQ2AfdZKjHdj6OL8jcyESQBSABrFzkZKKfLaixGwvpDpAJCyi+Swv7RQQ2LakAhJ0BuekYwitglFk33vbuIYwM5N5FgG+Y7q3t7wLNQoiaQ04ApdlJ1v1t2gpmBKk+X0pUD10N4LAMb8zosXuQNx1hbMNE3ZQBO53hTLsapg5U73MI2MhDMVagaxJlA2SSSQbDtAQWPUq1oSAVKO0VQjF1y5Isn5u3pGoAOpCgcxIFtc14BjVK0Jb8w3Vpc794JhB6ZK1KsBvoLWhrFE1BaiLk3vbWGMJh0IJv5k7e/wD3QwBWoOIWypaDmGirjS3ofWGf6FG9CwUqK7d7neAERmFBSiMpUAPvwGawBwEAabm5ibGsQVa3p2hGMbNmyvSGQBQgEjfNDCi+Xy7QyAa5tNfqRDGNFEKOm3aMY1VYD36RjITBFtzACRAolkpWnzKNtDexBjxNHoAlrddIUYzl0NjeMYVZYccAKBm9BGMEMZpdwFbd031um/1hloBI5ULY87MygNq2KWh+pjpS8piWSCQxrOycophibcW3rcWAFvYC4iim60ax9ofFjECZNEt8BLTJaSQH3UKW4gf4jfSGjOT8BsPl8YTLdTE3PvLL4AcYZbezFDmwWT923rqdoopE/wBk6wkjDWMMH4hlqjWUStTdUHn/AI98AqTbKFIG3lVqLa2NoZNbTD2jn4y/8AxC5LOLQtcu4W1LzaOEHQj+6RrHJqMqG7RYOGqs5Qa22pp5tiQmhlWgkLU2lVxZKHNLg226Ra+LCtklcmcPPUCYYexdV5WppY+GYkX5mzUu6v5iQgH+Soam3e2kG0l2GkTLDMmxSJrC09g/BrM3MqecM9Oz6DKyZYSkISQ45cpTnNwsjUxr64oZa6H+u+GSt1FTtQxkZVv4CVCZGRBUiXcdJKltl1e2hvcadRG4qW2BpkFwdhqWcxQx8Kh6TlJ+WytzT8vlk5NAFnLAi11WCUvD5r6WhkqdgWyUeMGmy1Jk8ISiXEieQ0pb7P3kKIH4i1vrFYdEs/hHM/3QDDnMaON5SLQDCCxdQG47HrCBOjuBlAcXw6ljayJuddnXFEaKCBlSP1ib7PQwagVvxYWHZk2IJUokg9DeObIytFWPSQSoFPmHoN452LQfR6aZh9KEgIV0JhaHii7eEuEkzFbYC2iXSQEEnW++kPGNstdCHibsOMU80GwhLEjKNBAOgs3/AL46o6R52bc2QCRUWgFX2/GKI52SmlvJeCRoL3NjFUK2Sin3IsSBp1ihM1nAedZNgm31ghNWllttQ0HpfrGsA0zq0svZgkA73HT1t1gMIK5MJvfQJJ8tt4FhApmezXRnCb7A6QLANaHP+MncgnQxkAEnXwq6U6e+kFhSGZxwFZBJ07RKTHSPmvnBtfTeJj0OsqlIynU9YKMSGTSlKbZcxsNv84qhGbONZsytkjpvDUKIT7nNLdmxcAJshNgbd4DMAOFG4UTdd8uXf1hTA7kwhtXyharWIUNoZAMOPFxtII23tFEAQWtPLUSfMDYC35wwAR3MkJOw6AHUiFMI5klw57pHQW3jBEnnSpStj+YMBmBVrJAJvf8ASEYRMmydzCsKMDKD2+kZGYo2oDYn2tDIUVDgKbXJh0E1Tr11hgGSdIIpnKFHUWBjB6NOUkbm0CgWMs3JrmnRkb5ydB5U+Ye/+ceU1yPQ6Bajh92U5diklScwym/uPQ+kCWJoykJS1NzNhxx1uXZUNXHTfX0A1MT4jWHU92mMOOpWw7OBIvmSrJf2H+cMuK72B2GScq05ZYP8lQujTUJ6X9YZJAscBJKdlVJlneWoC4KtNfb9ofxoAAxXHZWcLEzkl3kGylBKdfr+8BTp1IzX0HTdYmZs/wDLisJACihWXMgdD0PtFG78gEkzDC8tnyQpWfk5bWHr3jWmA2Zq03THpedlyGUthTaeY2FhxXRIB3H6Qrk1tDJDbUxPT05/EZ1ZVMvLHMVlCQD0taJtSb5MbomWGJlybp81LrnkSjKHw4HVtBzKk6Hf8dI6I7TVilgcNWaxN0tyRo7lHmpaUQpKJ92UKnHDmJDb1r6EEkH69IpBOqTHVstmVpcw7gU06rYorR+GfQFYSp8mhL7hABRLoUfMvKBnvt1OsO0bxss3BTOFHathqebq2IMWzTSi+4ithyaTVFWKEsJbXZpt1kmxJOwNxArsOteSTY9qVC4ey1UqlZqMvTKYidTMTFNZl+dyE5eWJXNbK5msClCPKk3PSCgXW2cCcR8aOcQMa1ivPh1pE3MqUww64Vchq/kbHYAW0EVRxSk5OyPNhIsTt6Qwgi+q6TbSFYyBlpKk2Gq1HKkDck6AQrCdr0zD7OB8FU6TdGQylPQ2dbXWU5lfW5iN+T1ox4xSObOIWWemneUMw3N45pbCyAuDKdgDfUdvaIsA4URKf4g3YA26+sAZHS/ACmis4nkigBwoBJv172PYR0QXkZvRXfidQFcdsTpBzBsstg+zYih52Tc2V9IMgG5N+oMOiLJJTEDe9yRa5iiFH+XeUhBAXpvcRUTQ4NgTiAQo5xGAIzKUtlYJse47wQjJNrJGqxpsk9YARjcdJJAVt0MIKBPrzrBuSbQAicuLLWSbW+6NYJgCbXnU4oH8YDCNbpCVHa/aJsdCsusEFPW/WJjj5JJzFOgB06Q6FZJJVkJCd7fqYshGLPMhSbW8x0B/zilC2ATLQAzbAaEiA0YaXWigEglKUnRSu8JRlsb1i7lswIOp7RgmHXQkoBVcJO1oohWIOuJLuuYZhc5oOgGqgcqMtiBuknp3jBEXF3JJBIPY/pAADKTbUkaaXhQiLrgBHlhWwiK3LdNYVsNGiXBYaQEwiiF5vpDWLQoFELCephkY3Ukotp9IcFmQknrciGQDIHe/tGAbajQa+wgmFJejTEtJZ5paGkLF0tq0Uq24v0PUH0jzXBxWzvTsZa5LPUyaLJWmYaVZTa0quFJOxB6xFtoZxoaKhSVttqeTcWOqFiytdjaFlDVoCYKxMIbZKeSCu9ysE/gfSJp6G82PFKqSUtLSW/NnulIOgG/0ikZaA0HzFXMuyp0WAcGUhJh3KlYEiP1CcVNhGdtKXBuob27GIydjJA7KlA+VYSfWAgkgodCrFXX/AMVbSpN7FxJT5T7mLRjOXQuh/km5KksqVOTDQmRqc55h03sdh7RZVHsKoZ6rXETUwkNpb+BWs7DKpXe3YdYnKV9dAHPC1Ybl5l9llKX2mlEpK2yW19BdXSHhLdIH8lvYPQ9P16XlH30SBfllFyTpBUEzot5WVA2SLfMFKMdSttJm8ls4FefpOFSxKT8xTaVOOrW7LvBc7VZZBUE573AaGYd7kaCGqgp6L+pOJ6dX3kyhxBN1yVkrqnJVinIp/wAK+hICVKdAu22u976lRharwG78nIHim40M8Q6xKYdpba0UejOLCn1EH4h7Y5LaBtOoB3USVHeD0c85Xoorawvf3hyJtfICCbC3SCAFeVuL3J6QrCSvhTQhiXH1Fk3UFcuh74l/TTI35jf6gQG9FcceU0jpHiBiVbkg+HXb81RUUnf6CIN0j1CgK6oOqWGzYDW5jnYGRGclVIdICTdWmu4ibAh0otJDk0yEIz31uTbX1hR0dZeGOUlmKmlIOVYZJCxqE3319Y6IBl0UX4lFgcesaD7qZxCQCenKTFDzp7kyE00lzyiKIiySSrQShNzt3igo7S4Cv7x/WHEHFhamXAQQE9xtBMJVLKQpSbqF769YxiL1L+aBZeXW9/SEZhhfUGZhSkK0OpAhTGi5hJN82U36naMYRcdCVZj97U2ghAZh1JCrKIvclMZsI1FRuet9Ig2UCZY3VcAgwgSS00EpF+1hFYisl9OAbCFZQQDexi8STPp3M6pSgkJR/SDFRRnmzZKxa4NoDCNcyAklafN3SraEaMNT2rhKLJF9CBp7QtDGVMgKbUXM4I0CT0/aKIUHeK3XSVEFQsnLbYDaCAQUoqWLHKQd+8DyEGXfmAFSgeggMJosi5BFr+sAAmsjLa1xCsIK4Lj3ibGPmvmNtT6xkZijYso6G3vDIAukAgG2gMUAKm+UA6fvDoU3QjzZfrDAFC2bE6j6wQA60AqOmb1vaFCmMjuKp6alksvP5sqrhShc39DHjvLKSpnoqKXRvITUxPsiRdyOqWrNLuEeZKv6R6Ht3gRd6YezKp9UwhUtNIC3EjKlbvlKfQ/5Qyl4YKGSclDKrUCkpPYxFqhhFiYVLrzI9iD1gJ0arFHppUy5mVv0AjN2ajUJKvT1MAxsppTfzJ0PXoYNGPkOuS6gWnFt21GVREZNro3Zs2t5zmJbWrORqkC5UOsFNsB9IsKqU0hlyYDSLEqccuQgDUmwjL3MPRLpDiK/h2YDUg0icp6SAkzTYDixaxvbv+kdCzceujbH6j4vphlJidmlMyCJ13lIkZeaczNEDyun0B9dYrHLF7eibVdFqu8U5LDeHpRFOnJB99strCnJr/XFWjgcsbuaX1UfLfSLvJGK0xlY8VjxG0fDfDar0uoVROJq3UGXGpaSpKy22yFgAGbfsOYED5EJ7amITzJdDeKKElltP06XeTqFoBPpF4u4pnFJU2mDOOXWUhNhtaGsCRhbhICgbnb2hrMCKUS5qLmFs1F88A6U3SKFU8RP2Ds0PhJa+4aSbrUPc2H0hJyvR2fjwq5MUx/X0TJKW15wnTMdxEJM7CqKhOLmXyL9NMp3iIpljLMLAWNbdYDMiUUWnrmHUsMNEuX1F9xbrCIqkdQ+GfDLzM22HvI7luE38pF9dPw1i8NBl0c3eI9xTnHnG+ayVCoZTYbWQnSKI82fyZEKYbJA1AG9ooiD7JTIjmtpIGo7dYqtiMeZVOVNtALe0UFFiDlKrAgHrGMCuozyyyV6a2EYxG5x0ZyyfKUp6+sTCMM8OU4FXyk+X6wDIbFzKgs3AI7noYWxqNXXVg6kEX1I/eMYHcX5tD0P1gGBiCASd4mx0by9uYQCdeveEHJRTnDlTpaw0iqEZLpVSloSnNpYA3i6IsKCbnVVhbci8WQBvn0Zm0oNg0nqlPeGoAxzyVBOlhfS5EJIwyzAWLWHl7HpExgNV0JJsEkdoKMZSQErUpRKyLDW1h3hhRBBNkq00N/eMgiTi/MLgAE7jWA2ETXlVcAfUnrCswO7pawtb1hGFCCrqF9oUJuhvb9oKQBRF79vWGQGLJSc297w6MLIULgHS0OmKxTyoAVex6CH6FMOOEpFtDGMhND+VNsxHpAszRHa7SDTqkpIQltlwcxKEm+Tun6R42SHGR6MXaBjLuSEwhtxQUhWoI/UdjCVWhrFF1VxCsrh5qkkXUdSYPKjBM5PIq0qUrRkmWgLKTsUdj6iM2pINjA4jIo9REmFG6MqLaXvBASbD2G2qvJuvhV3GlDOg6DKeo/yisIKSFbY+1bBbVNpMvOoUFyL7ym03+YKAF7+motaKvGkr8CcrdEEmGjKTOU6pJ0B9DtHM1TKpj1QaMJucZeZmRKuNuBalKRmSkX7dfaHS8oBtWg1IfxlxEu0PilJS24ySEtjN5soOtiRt0hpabFW0Rpo8xDiOoGZMRWyholWawG8AIRIJZcnmm5klDSjlUpAuR2/OCqumALVIrfprjotmltT6pv+0Mla/gD0yQYYqAmaWqWV5Vsm4UOoO0deGVxr6OfIqdizhPNOgi97JmxdugW3OlxD3o1GJOVXU59iUbUEuPOJaCj0vuYVsKV6LfreL2KVIy9LkUFErKtBlsWtoOvuTcxzSkekqSpEMmq6KohaFXSVpIvEm7DZG5h40yY5OfmqQMwURraE6Mw2kVX4mZQ2tIDZ1uBqYZOzIt/BBln5htDaVFTpyqWeg9IxZM6x4ESBlJh5OiMqQopGvlB2B9YrEMtnFfiGcB4947BJ/wDKarf/AAiHR5eT5Mi1MULgHXS/tFERZLaabhIHUaRVCscEOWN+v6w9iii3bW82/eCAHfUkpUkkm+8BmIpVXQ24tYUQoHLE2EaJqYC1+c5um20AKA31WQoJTf3gBAi7m0OhEA1Gi1W26axhhNd7nXcRNhR82rI5YbxMcktLeFkX37RaJNkvknipA2t00joRNjmMqmFKF7J39TFUTsHmmQGAtVwu+24tDgGScbKUqKjfodIVhI/PEKKgEZbn5rxJjIblpunNe43t1MAIE67qbdb79IzYUYafKgAPpfpBTA0YcUnIAdDvDOgAzhJUcuiSYk19BNFLIAHT9IATKQFNgknU6aRqsDZoRlO59IAwo0Skp107DrDIUXCwTfb0igAttvOi40Owh1sXyZUjMkXNgNoIogtsgEk6HWNQUwYJKhe4hVY1n//Z", 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "9.\n", "{'all_categorical': \"['achievements', 'action', 'adventure', 'anti-cheat', \"\n", " \"'co-op', 'controller', 'enabled', 'fps', 'full', \"\n", " \"'multi-player', 'multiplayer', 'online', 'single-player', \"\n", " \"'steam', 'support', 'valve']\",\n", " 'price': 39.99,\n", " 'title': 'Call of Duty®: Infinite Warfare'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "10.\n", "{'all_categorical': \"['achievements', 'action', 'anti-cheat', 'cards', \"\n", " \"'casual', 'cloud', 'cross-platform', 'enabled', 'fps', \"\n", " \"'indie', 'multi-player', 'multiplayer', 'online', \"\n", " \"'shooter', 'steam', 'trading', 'valve']\",\n", " 'price': 8.99,\n", " 'title': 'Ballistic Overkill'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "==============================================\n" ] } ], "source": [ "get_results([data_fuzzy[\"results\"][0]], url_titles=df)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Game 2" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "==============Fuzzy Recommender==============\n", "Similiar to: \n", "0.\n", "{'all_categorical': \"['achievements', 'cards', 'controller', 'driving', \"\n", " \"'leaderboards', 'multi-player', 'partial', 'racing', \"\n", " \"'simulation', 'single-player', 'sports', 'steam', \"\n", " \"'support', 'trading', 'vr']\",\n", " 'price': 23.39,\n", " 'title': 'Project CARS'}\n" ] }, { "data": { "image/jpeg": 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TQSktkg99IuTrz/ygAbmGzKZSs3BQBlTqFeZhAWJg3hI/jXD83XnK9RMN0yXnkyOequuJS46U5rJypPLrDwJvobA1wXpzLne4l4KXqTlVMzFh5fdwCz6DrHBqnuPDJxLwYvQ7zT4t5fdwBzegfKcG2HMyJbiHg2ZcA7rfvrqCT0BUgAfUww5vQrXHPDmvYBqIYrEguVS9dbD6VBxl9O923E3SoeRhDTRrSWiTuD6wEiw8J8GX8TYXTXpjE1Aw/JLmlyjYqzziVOLSkKVYIQdACIZDJIf7C5O3/wATME3/AOszH/8AOEGfQJluBtNW2Uf7ScGF0C5KZl8AeresAc3oLa4DImQRJcQMGzj34WkzzjSlnoCtAHqYYZNaxJgOs4HmhJ1+QMq8vvNlYCkOI+ZDie6tJ6gwiSeSL+zG3kBaUtIzaC9+XhygA8qQaSAS2topHxtOFWbxI5QDPNU9t3usz6gbg2CoBG8UPgjjOsyAqAtTKZ8Qnqu8mVZIP4klZBUPIGAWUFTHBttSktP8SsDqWBay5t1WW/LMEWhNJ6MnCrOlJTho0RdR9nrF6ZeYmqQ9TcWSqALv0GdRMLRz0aFl+giLhF7ozIcSuqeFGo1j0X6FfvqVJtusvJW28272a1uoyupNtikjT66wckexP+Y3aWPM0+C/QLlG1CUbcU6CQSL2Ob6jl9YlhJYMKVSc5upJ+89ch7aklxkIshdgbpF83nAkkOVWc1iTyiQMwll8ozpO1uhhlQs5Xj8aEm505QASlDwzPV10NU+UdnXNLpZQVW8SeUAZN0qnByr0PDM9WJubpiRJFvt5JmbS8+2FmySQi4Av1MMjlZNTp9Fdq8/LSDTiA9MOpaRmvbMo2F/CEPJuk5wWYpk4/KTeOsKS8ywtTTrS33roWDYg/d8jALm9BA4RyFxbH+E725PP6/8Alwwz6CTwikG3CF4/wmQSLIL79j/5cIM+hhfBGiTKyRjnCrK76liYfTb/APCGHN6Go4nwm5hKeal5TEdKxE2tsrzypWpKdfhKikG8IaZDCcEuombl3Gb/AI0d9MAwliak5kfdTTa9dr970gA2nDfDXEOLkdtSqYtyTF8068sMsJtvdxdhAJtBdQ4JtNALmcdYSknvxtLnVuFPmUJIgDm9AccBKxN3codXoGKCE5i3SaikuW8ELyknwAhi5u5qVQoU7R5lyRqcs9T5to95iaaUhafMEQiQD7uEaBY8xAAqWk0TM0yyqYalw4sJLrtwhFzubDYQYDJs9Z4IU+YT2iOIuDGz+NS5h/6f0cJtJZZOnCVWapwWrB5P2bzP06fqLHELBzsjIZPeX0TD+VrObIv93zMUTnlPlaOhs7GNOtB3EJybziKimn369NxhHA6nIJB4l4LV0PvL9/8A9cY1V+Zj3kjqOE0p8NlVXs85RbTi+VZ9U9dPkahirCrWGqt7mzWKfW28gX71TVqU0b8rqANx5RiSxF4yehWbldQ55QcfSSwyObYsm20WUq/lt9ma3jfh3+bQpuElGUXu/wC17r49h5tASrTltFLqPm8x7m9XCaEbB8PjrDlcVnf95CFi4v1jfJ51PmiUJU5OEt02n8gZxO8BEBmU+EMMZTQlDoWkCxBA06GOXu6TpTbznX5o984DxRX9tCDpuLUVh492WNG0/wAhC4150chk7xIx2is2k5QL9OUdqfNJJMfEB47QCJSUdKCBfMBsDsIADWVqcub6ZbWOwhAFNzFm1ApCzoM5HeHlDAWAoN5sx+K+bnAB5b+ZtCQC3oe8nc+f+UADTpLBBUdMoGQahXnCAtztBMezNMFCUtD+WTPdHw/8Mr/WsMj1Kxl3/wDe0tkhaSo7/CICQ47NBailo5mwmwCtLH+MAySlp8N09xJRnVcDtT8Q8v8AOARvXCzGqHXTgzEbypvCdYdSwoOm6pB9Wjcy1f4ClRF7aEXvARa6o0HFdDmcK4kqdEnAEzchMuSzikahRSbX8jv9YCSeTfaooy/s+UA31OIpvROoP3LcAupWzSlTUwEpOWx+E7CGMcan1MLIyhxKUkBChoP84QBTqTOU9a0rBtYnPoRry6/SACyeEuMk4maa4f4gdW/SKm72EjNPHMunTah92tu+ySqyVJ5gwyL01Rqc3TZijzs1JzaOxm5Z5cu83zQtBsoW5aiES3H5OXcn3G2WGip5ZCEpbBKnFE2GnUwAWitqj8GEtpfkpSuY5yhSxMJDkrSiRom2zjw530SYZH7RVWOsX1bFdTW/VKlNVF5ZK1CYdKwjwSNgPCENJI11Fyy5oBtygGSuGKhMUqe95lZhcpMoIyOMuFtYPUEQAW03iamcT5ZNLxpkZqxARJ4pabAfYNrBL4As6jlmPeHWAjtsVnX8E1PAtYmKXV8rTzKiS4hWbtAdUrT1Soag7QEkwR6ZQ4hDbSOxugXKNSvz/wAoAJlLKVsoCwkqsL21EADTSVNO2KApsnbp5GACcl6jMGUDbU04GNuzSspH1AgEWBgkW4WcRNBfs5Lbn97DE90a5gpq2NaH/wBfYP8A5ghDZnisjLxIxMobGpzHLnnMAR2NVKyLhOmg25wDMOOKaeJNlAKBKdwYAMqmS8siyUAm4SnYQAeUb6i2a1hAAMHXTn76idjmgAsKnYXoOBKLJ1/FlOTUqtNpD9Moyu5dH4Xpi2oR0RurygI76I13F3EOu4wdQupzy1S6NGpRn7tlpPIJbGgEA0jVyozCyLBIymwtpAMFbSqmzGZolN1AjJpY+YgAsjDnFg1WWbouNGV1+jXyomFke+yX7TLp1IHyKuDARx2IzHuBncITjC2JpFTo08328hUWRZEw35fhWNlJOoMA08mpKFt4Nh7jDic6VJOqSLG8G403FqUd0bpgeUUzwc4opNjf7Nseo7YxrKkPKpyT2PUbG/XFL21nTWJ+9lPZPlW34lYpbupXgbbaxgvDeEsHodHzaFNzqy5km/R/5+G465bNpsNIhJOLwzY2lenc0lVp7Pvo/mugmI5M49e0RchjyFXSR6RvrWp5lGL+R85+JrT2Pi1aK2l7y+D/AMjTqTfaJ1q9Ogs1Hg1Vhwy74nNwtYc2N3sl8WDOMknX0EaivxNbUfqd/wAK8G6+ZxJ6f2p9fV/oMrSUptawHKNJKTm+aTyz0+nTp0KapUliK2SGVQyMhpW8TMdlZsAosTtbYc47U+ZyTZGdYA08OUIA1m6FDnDGHMd+9jy2MJiCm1AJPMjmYEA6Acl76X35wwErWCALZT1EADbiclrm+mw1BgAtpqyvZhmu6AP5Ytd2+n/DKhkepVUm423MgFGa5PdKtBCJDiFIXchHLmdoAHw+2mXP3d+9vm1gAKokm7VatIyso0pyamJltpoIJKlLKgALQAbv7RNTlp7jRisy6RkRNBhSkn4loQlK7/3gYCMdgmpuBv2e8PqKQQcRzfdvp/Mtww6ldsPJceIDYG/dvpASECbabQpKmA4Qk2zKtaEBltwOypUElQPNStRry/ygA2Lh+w5WMZ0CSlGiZx+pS7bbmaygorGsAPYnuK041M8UcTzjBSWV1SZIcQq+fvWJ8iQdYBLY3rhWWMLYZqmPDLJTNSZTIUpKxmSqcWCS75toufMiAT10NDqT7ykvzD+Z90krUScylqOtz113gGam6hRzOLuFk3VcQDMIILLmvSGM2Kh0wO04OFtJWDnuo62OmkIRJe69gBntm3Av++ADfZiVRxJ4ZPKmFE4gwolK5Z8G7jsgpVlNnqG1EEX2BMBHZlTTyFMrDRQG7pAC2xcL84CRMU1lSUrbJSSkg903FiIAJZqSSbApBB5QABzVLflHO3lbrR+JA3H05wAWVw+n0TPCriEVJ7PK3JXNu6fvYZB7ohcJMrTjSguJAOWfZzIGxHaDX6QEnsFcUGA9j/FCcu9SmNf75gEtjRJRGaUsDqm6SetjCJGVt5VFKwAYAGwkKc0AGpuOQgAWyAFd4BWmx2EAG68M8OyNUrcxU6ojPSKNLqqE22TbtQk9xv8AvLKR5XhkWzVcW4pnMW1qcqs+srmZp3MpQ/CLaJSOQAsAPCENLBDLaLbaFZrDXUb/AOUAxKFhZI+DunQbHzgAwmyHkk2UnMO6doAEzUmUPaEBJuUg6CACz+ELj2PaBVsCPtuzJW0udpjiWyrsJltN7X5JWkFJvzsYZF6alaTILeZJTZQNiDyPOESRHunNqTAMsTBhK+C/E0b6U/f/AKUxRWi502o7m54Nc07TiFKpW+znD7LOmdOxVjQ++JOoCibxo5SUmorQ93o05W0HVqS8xJvV7r4dH+Ii903566xGUuSeH/gVN+22qnR93EftbS+n6i0IK7RiTqLOhvaKlCmozeWuv6+o+iWvyjFlVJOY6JXfSKfaJRWIs19WjQrS56kE3hrLXR7r4GTK+EVVLidWXNN5ZTb0KFnSVG3goxXRfvUQqV8Ir5y51BhyU0OkWKZU6gI9J67RcplbqAipQ35xcplfmFVsjJa/TYc47k+biUZ7ywBprsNoBEhLnKoAjN4HaAAtpOZJKem0ABLawEm4uephAPgHJe+l/rDAbcI0AFvEQAMuDLa/TYQAXTh7DdWxZ7NM7KUamTdUmm8XNOrYkmFOqSj3dQzEDYX5wEdpGhs8H8dNOi+Da+SDe32a7YflASygtXB/HDoKxg6vg21Sac7p5aQtRZQ9K8GseTaAy3gyvKcKr3VT3E2HW5FgPOGGUbpScPyvs/hVcrj0tO44Qk/ZtGl1h4SLhFhMTChcBSd0oF9bE2tDFnm0RTU08/UJl194rcfdWVrcVqpaibknxJhEi4ZbCNbxL7PtEZpFHnqq4ziGbW4iSl1O5AWWwCrKNLwEepp7fB7G5eFsIV5Njsac7b90BLKFK4SY1QlRGDK6u4N0qprth5aQCyhUhwTx/VFhpnB9dUq4BLsg4gI15kiwEAZRvMlJSXs/SUzOzs3L1HH7iFS8tKSiw6mkZ0lKnXVDuqesSEpFwL3OsMj9oqcy77aGpoqXYqUSsarPmOX1hEy2Mczop/CbhtJyYXKrmG5qpvBsZkuOKcyAqH9lA9YCK3ZES7KnGUkpSVgAqCDcDwvAMbabDz6U9kAM3wkaCABbkhJzPaj3FtwZdSU5deukADzbTbDCUsoyhAABtqB4QDGFMF4mySDveADfuBrS3OIUvTnSW5WqSkzIPW5pW0rQ/W0BGWxojtJDra2FpISBkJ56G14CQmn0Z2kzT3bAdgsAgjUC3UwATkrLB1QDZAJOljpAIL7Mo7ymr8r2PrABt2GKaJjhhxFS2kJddRJmw2NnYZF7o0rBLk3T8a0NDgIAqDIIWOWcQiT2N8xvgLEc3j7ETsvh+rPSz9RfcbcEmsg3WTobag7gwxJ6GoMcLsWsuTSf5M1fL2ptaRXbr0hDyjL/AA0xa2soVhWrr1B0klketoYZBTwrxa++nJhesJzE9wyTgSPraEGUa5MSE5TJt2WmGlsPs3Stl5shSCNwQdoBlhUZpyS4J1+ZbV3qjVpaTXca5G0KWQPqR6QyPUrecQptBUGzYq1WB3hCJAypZbbbbhJAN9U6n6jl9YAEpSp0lKUFBIOgGh84AFIZLUzlWCTfRO6T9YADULSgha2UvFJuEOJum8ABP+1HE9PZVT2ai9IyI3l5BIl0Ef3QCfrALCIKZ7R11RAUq5v1JgGNfZ7izdQKB5QAWVgaXDHCDiQLan3D4v8ApTDIvdFUzrAadccRlCV6ADkecaC+iovmi9/x9T2Xwpe1atF0a8HKVPZtPPK+2dHj6g7MuTaNHVq6vGx6HRSjTjJr3sfMPZlfCMGVUcphbctGNKoY7mOiV3ilzKXMV7rC5ypzMGUJh85S6g2qRJG0SVQpdQZXT7mJqqUuoDqppvt+UWqqVOqih2RktfpsOcemngZKM99wAaa7coAJCXORdiM3hygEGMpKwSNrc+UIAhuxHMkczAAuxCbk89+cAHlrCgmwt4iGAw8ktWJOlthsYBl2YcxBVsN+zXOTFGqU3SZpeLmm1vST6mVKR7uo5SpPLwMMhjLNDb4vY4beyqxjX1qJOhqTth+cIeEES3FjHMwVFOMq9oLm9Sd/XWAMIzMcSsXT8i41NYqrcw0TlUhyfcII8rwBhGtuJWUFwuKJKrlRJKj5wDEFwq0ClJPUc/OAZcTOJ61hXgBRHKVVp2mOO4hmw4qSmVN5wGW7BRB1gIYWTShxaxs47pjCup12+0XLfvgHhdhpvi/jdoqBxfXlkJJINRdAH5wBhE9gni7i6nVunVmYxNV6lLScy269LTU84pK0ZgFpyk2VdJI0hZE0gXizRm8HY3rdOYBVKCaD8pMheZZYdT2jRB2PdUBfeGNao1MMvsS0vMqmFJRmV30klZ808vrpAMtXGqhV+DXDufYUtCm25umvdmLhK0OZ0gkdQuAit2atQO2lp5cm66ElwBbeVVxcDUX216QEiYaQpxwgnJcmwBsD/rxgAw08pDTotcAfCTp5+MADbalqC1ZybAG6jr/n9IAFLmi23YBZJPxp3HhAI3vgUpxrH0vU3WXFSlNlJqdeUTsENKsT9SB9YYpbGnIeeecB7LKD3zdzU3JN/wA4QwlUk9NFLThQlAVfuLMAxb1ELKQe1WhCt1jl5+EAhaKfNNABqpupBFrbiAZveEZOaa4Y8QQt5Lq1IkspuR/SwyD3RA4GpKv5XUczBSV+/MkAEq0zjnCG9jauImNcQyWN8RS7FeqLTfv76ENtzSwEALNgNdLQCSWDVkY3xWp6YSrE1VvkF0++OAjxGuxgHhAauIeK2JgheJaqVAjuidWR++AeEN/7Q8WTLpCMS1ZKsxskTrgA+t/3wxYRrb0/NzUw87MvrmZhd1LW+oqJPW51JhEjfaIt6rcEsQyyFEqptVlp9auYQtKmzb65YCPU0FbqlIIUsqGbKVEawEiOdQ4yhtztSEd6xB7x15j9YAE+8KdulJLd0nQHRXnAA2t9bTxGYm5+EHSAB6WmHJpRCSb8xfQQAOOU12eIbQFOvHRCUgkk9IBp4eTFKdWpp1talJcaUUnPor6wDeG9B5ecaXMBE33CLYe4Q8R0uXUP9w3P/OmBrK1BTcJKUXqit35RvsbWtqTe+0YFe1t3TlzRS9ex1HD+OcVhdU+SrKeqXK39r0GWZXwjz6c8PGT3Z1OZZxgPZlvCMWUyiUwtuVvyilzKHMfRJ35RU5lLmOpkbnaI+YUSmLFPvyiPmlMqhn7NFvhg80x5VDBpovtB5pQ6g0aeL/DE1VKXUOW2QUAX6bDnHsx4uSjPfcAGmu3KAZIy5yLsdfDlDEFNd6+vLnyiIBbaglB/F+1DAcDRLZN7i+/OABBSSEjYKvYgXMAGJlkypBWdCkd1OoPnAMtcDtfZlmUpSED+WLOnL/hlQEP6iqWVhmZCVJDmp7qvhGkBIdlT7zmWDcBB0Vpby6wAGIfSJVQPeOb4zuIAGFkobzk6FW/OABr3gKNrW8Rz84ALSqgy+z3h8GxviKb0B0/mW4ZHqVu03272VIA1+HYesIkIZcQwpba0B4pQo5V6JHl1/dAA4llUzJOOIWSmwvn0KRfl1+kICz8bzyMV8H8I4jSC7O051WH56aUkBYKAVsG3O6CRc692GRWjwVsiXeblWplTpQ1dXfRqs+Y/XSAkW7wvqTOOMNVPh4rJKTU+lNQpCyuyTOtg3QehcRdPS4EMi98mjTsu/hStkPhSJlLif92HwhQ0IUevK28IkbY4EzoS+xlyu3OS9gDzsYBEbKvgImiQl0ITkAJ0vzhjEi7iFuAghNiSrQ78uv0hAK98BbACbkq+PmNIALPlmRgDhe868kt1nE6UobTYhxmRSq5UenaKAtfcJ8YZDdmjMTCQ6k5Am4B7utxCJlg8UJCVpmLQ3KS7bMuuUlXEtspypOZlJJ06m8MitiPlmEPJCAACvQZjp5QhgUxJiSJWEJMsrQAn+bPXygA3nCLYHDTG+cjKv3NoX5qKyf4QyL3Rr2FUFjFdIzgJUJ5kX698bQEnsDcSs6sf4mWpYA+0XwLDoswhLY1yal/98l3E3UrIQUk/FbWAYHNoShxD6UjIsi6RsT4wDBkoMzM2RZPePcJskfX9YBASXwyFNlPaqykd7ZPlAM3XhRWpOQrM1J1N0JotWljT5xa92gv4HAOeRWU/SGRZAYyo81gupz1KqDRRNyzuQuDUqBHdWnqlQsQeYMIa1NbS2VSaVFZCgSUrG58CP1gGAJnUrUpJIa0I30PnABgz0vLujMtLwBHdTqn1/SABk1UB4ONBehNkAaCAC2+GdRXhbD1Vx1OS3YmWbXJUhLqhd+cWmxUkc0tpJJPW0VVZunFtLP3GbZ29O7qxpzqcqzq0m8Lvp9yKtXOvrmzMBTaHVCyiTfN5xqpXVfOjjH55O8ocG4QouLjWqt9oOP0Fe8TLvxTH0TGK7ipN4dwl8P8AsbONhY28XOHCqksf3NfhktDALLjfCPiNnUVBQkLEm/8ASmNxbUalFPnnzZOB4vxC1vpw9ntlS5cp46/H4GjuozOlI1A0jE4jfRs4YxmTTx2+ZfwThE+JVedy5YQazum//i+/qPMyhNtI84nUyz2qU8B7Mn4RiyqFEphzMiTyjHlUKHUC26fflFLqFDqBKKd4RU6pjyqDyadblEPNKJVBRkNNoXmGPKoNrkNdokqhQ5jKpLXaJ+YVOZxyyCgC+mg06x70eUEmz3nABYa7QAHM/Fa9/CAAtrUX30gAJQqw/jCAeSpYRcEjW94YC1P3bSAOzUARmTz/AEgAaWsNoF1aZQCka3gAta3bezNNBsBJ/lg1YX0/4ZUMj/UVI0/2DoSv7w3PcVsIRIQiY7VKik3ASRY6ZYAHBO5ZQgqzHN8XSAYwX1BvOTYZvj5wCMiaSsgAlJ69fOAC3Z8Fn2fcPZtL4jm+6LHN9y3AR/qK9SlUzN2R3QlRJaOyfr+sBIaYeQ0VIcT2+VCu6rZPkf8AQgAwW1zEk46hedIA7ytCnUf60iIFkcF5pvFNHxdgta1Kdq0mZqSdDeZfvcuC4kJHIqQFpvvrDRGWmpoZlX2pKVmy8GWLrJfGpO2mXf1hkgxVbS0ZP3Arp8wG0qD7fxOKBuCSNUm/TSAC55pNK4xKlnJmalqFjoJQHkzCwiTrJAFlFWzTx2PJXgYZD7JqVRpFUwpPT1OrNOmKS41mdQw+2UoCeqF7KSet4RL4EZS30sU50vIDmZsqyk2AJ5wDMyVOnq64Wqew7OukpAQygqXe+wA5+UMCyabhGmcNpZupY27N+qBQclcPoWC8s2uDMW0bR+z8R8ICOc7GqYkxLUcT1VysVF/O/NKIzI0SlI0CUp5JAsAIQ8DHvwKUISOz+7CVZfxefSAC2aqy7jXCVHrEq37zUKRLpk6nJNC6i0k3aeAGpTl7qiNRYQyK0eDWpOaamFaNdmkrUOzSq4T4D/OESJOVa98cQ00kPKdGXsstySdLADcwAbbiGnIwbg6Xw2Oz+05h8T8+3m1ZAFmmj4i5JHK8MitXk1HDcut3F1EWp4aTrNk3/bGkIb2GuJ7qWsb4jWoAg1B/QEXNlmGC2NXedK1JWEAlABHe/OEMiJ+tNSbikuIJSs3KUJzC48oAIsVCYnngmWlHV3JIQbJSP9eMAwVuamU5k9gg2SRZxe0AC0on5lpTiHWUpTa/dJt/rwgAsGmVun8Q8PStAxXVfs6oyY7Km18oJSlPJiYG5R0VunyhkdtUaTjLhXiHAz6FVWWcMk/fsJ6XV2rD43BStNwbjXWENPOxrHuaEoUpCiV2OirEEQDPN01xZTlC3EqWEJDQza+NoHpuNJt4W5Y2HeDYp7DNZxtMP4eoxupEmuwn5y2uVps7A/OqwF+cY1ZprHNj4PBteHylSm5ulGfT3k2l66EXjnGxxlPMNtywp9Gp7XYU+mS5s3LNA7a/Es7qUdzGhda3rt+e3ptj97nptO14rwqEf5coN1Hq2lnPTGNEuiXQgBJoS2lxCboUbAmMirb2NKl50suL2waihxzxFe3TslKMZx3ysYxv8fkENS9wLC0czUuKOfdpLHq2dpGheYTq3bb9IpL5Fo4GYI4U4/TyvI6f9oYy6V7VVrVcJYxjGOmX0OavbC1fELbzIKTlzcza1lhaZxoakzJFSzpzjlqteU5OUnls6iLjSgqcFhLZIkpenXI0jBlVKpVCTl6d4RiSqmPKoSDFN8IxpVTHlUDmqd4RQ6pjyqhSKb4RU6hRKoLFPtyiDqModQSuRsNoaqFLmDuygB2ixTKnMFXKjNtFymQ5zh5iyct72sLjrH0SeakmhSFL7ico6XgAMY0IBgGGsi4NukAglvUdfGEA6kHLe/PeGBhRGUcvGABh05dzuNoAJ8Y+mm+H72E+wZMgqppqZc1DnaBGQC+2WxgFjXJqa6k2hfeaz76FW0AxgTralgBHLQZrQAbPQ8C4nxJLBVKwrVqm2ogpdlpNxY/dALJKTnBPiHIsds/gavoRf4/cXDb6WgHpjOTU52VmKRMKl5yQfp8wnRSJhCkK9CNIBrDNmVjuYOEJHDLsuyJOVnlz6CL9opa0pSQTtayRAEo8r3AjUUzswpDTIZbUonsQrS/ief1iOcGTCipyxnGN/wB/kZl0AEhbKXu6dCr4frGLK5im0t0dTQ8OVJRjOrLCbWxjsA6kp7ziBawvly68h+kVuvKpBumZUOCW1pXjG6blzN4XT6/qWNw4wbjGWm6ZibDeEalUfd5pMzLz7MstaFlBspOm4OoMQhVm45WXruW17GwpVZRlKMMrWOfo89H9xjEHBbiLO1JyoN4Iq8k2++872MrKLUlGY3yJSdbdM0ZVJz5feRz/ABGlYuopUaiWEubq2/TGn0NHriXKPP8A2XN056i1JpsNusvJIXmue6obo+mkXczW/QwpW1Oo4Km8Oayuq+DJFgmn1AszKQEu5FBgKzBWg1vsPprDi8mLcUPJe/7/AO5uuGeNOKpB802VmkT9JS6UGi1ZpM1L2HJJXsPrFTq8slDqza0+Eq4oVLmEmox643fpjf5bG/0HGNTxs0+/SuFVCrS2AA6qRp7hQ2o7AgKtyi/OTnpwcJOMnhoJqNS4xTLDslScGzeF5R1ISpFEpBlSRfYrAKvzgIaGpf7I8buhS3cH1t6YU7mVMuSyyo6b2O/mdYZLKFjg/joBKjhGrhOqQRLKueukAcyHHOFGMpdIX/I2rspSgBShLLUVHqdNIQZR6Vma5wzqaX3ETdGmmCHLrzNnLbXXbXpAGjJtHtJUyZClVDDdHmnVEkumRKVqPVRSRmPjDFj1J6U42TMxKA0Wl0+g50lPbSkrkfsdPjNyIAwQSaghxxx6YAWsd5SlLupRPPxhEhqUqCJaoMTbSGg+w6l5sEk6pNwNIYmbm9iCp4nm3J1jhhI1N2ZWpxbzUi8QtRNyb35wEduoDOTOJ5NToPByVQ0g2K1098g+I720AfM1x3H6JWbLE3w7oEmpGrnby7yMo+qt4B49QSe4tU1BbSzgbDTiSbZeycH55tYB4fchatVlYwl0zzGE5Kny0u2tCjTEqCVH9q5J09IQ1oQL0u8yqaQ40ptxnKlaHO4ps32t+kAD8pR6jVJLtpKkzE2kuaTDaLi/PSIuUVuzcW3B+IXlNVbehKUX1UW0bJhqpcQ8IMhumN1BiTcuHJVxvtmXL9W1XELnj3Ml+HeLf+ln/tZs9Grtexc/Mtt8KqHUFyqg3MOS9MWnW2yshAv4QOpCO7OR4jdUOEVvZ7+oqU+0mk/oyedneJUi0GqJgFrDuUWDtLpGV239tVzEfOp/3I1f8+4V/wCqh/uRVFU4f44xFimYlX6NWapVw17w606hbjyUHQKVfl0jleKSp22KtSolGW2XjX5ns/hvxFw+/spRo4co4zKOqevps+6H2eB+PU6KwVWibWuZRekc6uLWOqdWL/8AstDsLmak1OlPkSecLXOn/wDXPpqJn+HGJ6XOSdNm8O1GXm5lKlMMOMKC3cuqikc7R3FCVtxOg7Wzmp4S+z7zz8EeR/zCpw28XErlciy37z5Vh6YbYa1wvxM0nM9h2eYTa+Z1spHqY5644FxGm3/oSx35WvxO5t/GXBrhL/mqabW3Om/hoSNMqE5h+i1qie7s9lUw0l9ROdSOzVmGUg2jnalarawqUJRxzYz6YNvmje1KV1CWeXOOzzoNStPzctY0M6plSqEvK03bSMGdUx5VSVl6ZptGM6mTGlVJJimDTSKXLJjSqBjdOA5RHJRKoPCRA5QYKHUEqlAOUPlKnMFelwAdIfKR5gB9oAmJYwLICtAzRYhZOFZWRfWO62SBoekfRcq0I7s42lYXNfPJD0JBqUdQkLKLJ84FWhKXKmW1OGXVKn5so6fHUNYZWEhRTdPWH5sM4yJcMu5U/NUNPiFoQpOhBGmxialGWqZjVbS4otKpTaYQjTTn1gTT2KJ0qlN8s4tP4DqQct7894ZD0YlZAA5QxAb6ijUnS20A8AExMaLtCySlCUXytFk8B/ZwxNx2rKhKD7PojCgJmqPJJQg/KkfiXbkNucJPm2LJwdvh1F8v1PoTws9k7h7wulmVy9HaqtTSAVVCpJDzhV1SDon6CLEsGFOq5vsi4mpdphIShIQkCwCRa3pDKhZCVaXJ+pgAgsT4Ew9jOSVKVukSdTYULZZlhKreRtcHxgGm1scg8d/YWak5eYrfD4rs2C47Q3lZswH9So63/ZO/WItF8KzizkSn0mamqsZLs1MvJWUqZc7pBG415+cVdHg20KnPVhKs+VaPbCa7okChqUGVQLiyMoFyAk9b840sZ8rcZ6vDPWalGVWMZ0HyRbWu+flsvjuHUGgzeIKgxKybYdfecQygA2IUtQSmw/SFCMqqfK+3yC4r0rTlVWON/XOnf9T6tYCwpL4IwdSKFLizcjLIZJGmZQHeUfEm5jfwjyxSPEbms7itKq+rJ8gHmfUxMxjgb2+MDmh49pGIZUGWlq20WZh1tNyp5vTU8rpI87GMWrHGZpanWcLuvPhCxnNxXN0XR7rPT4nP7csqRUUvHKolKuzBvfQWPQRqpVZ0aqcn20PR6dhbcTtJU4QytfeecrGix10+h6XCJ6YeYlwoK7Y5mVK31+b6c4urwlKrFp6Poa7g11Qo2NaE1h03hvtn09e6+Z2J7AhCabjRrOpSkzMubWtluFaX5xl2bflJS6aHF+KKdOPEpzp599KWvr29DrNx1tkXccDY6rXaM45EAexBTGAc882bckKKv3QBgbOIGVpCmJacmArZSGiEn6m0GR4Mmen3FBLdODYP4n5gfuF4AIyr4ZfxNLOSlWYpT0ordpct26T/AIoAzgpXFHsW4Xcl5ydobj8rVlKLjaHV3lwfkCbd0eOtoWCam+pznUKJMYenpmRn5dUvNy6i24ys6pV1/wBbwi02Xhtw4qfEWvCTp4S202AqYmljMhpPj4nkIBOWDrvA/BfDOCWEFiSRNTlu9NTKQtZPgNk/SJYKXJs3tKG2wAABbYDSAiZOQ7n1JgAja1hmk4ilVS9SkJaeYULFEw0lY/MQBlo5z4v+ybIfZ81UsItFl1KStdNUSpK+f3ZOoPhzhYLYz7nJNLxPP4YdLTEwGXGlrBC0XIJGUg3/AHQi3GQecr7lRnHpmZme1fdOZS+d+sQclFZbLadOU5KMFls6IwLJCTwnTEKF1KaDijtqrWNZOSlJtH2d4Vs5cP4NbUJLD5cv4vUnFltpJWqwSkFRJPIRA6tza1yWX7MEo2jhmasUlP2tPPzZUo5dArIN+XdjEuKkakly7JH48/xcvZ8Q8XXTqLWLxvnf3unxN5r/ABLwnhlKvtPENOlFDdCpkKX/AIQbxjNY30POLDw7xXib/wCTtJz+EXgonCntP4RwlxCx7iGbE9VHKg4zLyDco3Ydg0m2bMoi2Y8vCOQ8U8HueM+RQt5RUYZby+r9PRH2n/D7htTw5wWFK7puM3q9Ouf2h+u+3hUZpZboOFWWCfhcnphTp88qbRxVPwfRhrWq5XosHscKc5YjLST1xvhd2/2zSjiPidxlxoJ5bqabUJCWDWYI7BLDThuLA3Vr13tHqfg3gd5TqVP5D7r2lLK0z6/ocT4w4j4f4ZZwp8efmRk24wxnmcfRds9dCw6JwMDxS/iWtT1ce5tqeUlvy3ufyj2228F1Lh8/F7qdV9k3j6nzxffxLpWydLw9YU6C/ucU5fRaL55IXjHS5CjikUimyjMo0lKn1paQBcnQXO52O8edfxFo2XCoW9hZ01DeTxu+iy9+53/8ML7iPF53fE+I1pVHpFZei6vC2XQ0eSpxIGkeCTqnvEqpOStO02jF5mzFlUJRmQsBpBuY0qga1J25RNRbMd1B4Suh0ixQKnMwqXtyixQK3MHdbtD5RZI+YFgYg0NMiZo2JiDLURji7K6xYtiWDkJMsByj2rmydSqCXQdEuLjT1i2MizyV1RnsE2Olr72i+MmsFc7aMk1tnsZKQki453vveMiGZJ4NZdSpWsoOaer33zp1/eBeUG1iB/CL1GUd1k0da6tq8l5ddQ307fp8FoeAKRGQmmjkK1vKNTEpJ+qeRl5Qt0hplUqLi1GWjYE42t05U9IpqVYwWWbiy4XWrTTjouptPCHhRUOMHEOj4dkyW2nz2kzMAXDDCT31+fIeJEQoyU+ZIlxOnK38mpKWcJ/ifWXBeD6VgPDkjRKNKolJCUbDbaEixPVR6qO5MZkYqKwjlqtWdabnN6sXi/GVIwJQZqs1uebkKfLi63V8zySkblR5AQTmoLMiVChUuaip0lls48x17f8AVnJ9xnCVClJaTSSEzNTu464OSsoICfLWNXUvv7Edza+F28O4n8l+prVJ9vHiBLTSVTsnSJ9i/eaMuWzbwIOkY6vpp64NtLwrayWItpnUXBD2l8PcZUe5oQaRX0JzLpzywrtBzLavxDw3jZULmFbTZnFcT4JccN95+9Duvz7FvEhQsdozDnjir20uCwptWksa0VpLbU692FRYR3UqdynI501AIPj5xSoKLbXU2LupVoQpVEvd0T647P0RyHT3FNzaZeYV7xkSfuiSMh5a7m0Y1dQxKTjql+0dPwepcU6tKjSq4jOeMfBZyk+nTJ0d7GOAf5WcVRWJhvtZKhs+8ap7vaq7rY/efpGHZx8yblnKR0Xia49ltFQSxKb75yuuu/1O/Xp+XlR99MNNf21gRuspbnk6jKX2UALxZS0u9kmdQ87a/ZsgrVbrYcoTkkWKjUl0Ky9oTAbnGjh9M0KSkJlNRQ6iYlX5gdihKwbG5OtikkRRV5pxahubbhs6VpcKdw/c2aT1x8j5/wBdw7O4Jr87Rqq0G5uRd7J5kG6VEdD0I5xo6madXE+uND2axlTv7SM7XTCa5tmvTHX56EYWxO1ky8iUJUVlSpTkAdfjO5842MEq9N6Yw/38jjLi5qcK4lFKopRnFc2nfrp/V8C9vY+xFVGOKkph8TrqaTUkOLmZZo5QVtoJSSoa/TaIWVRRbot5aIeLbSc4wv4xxF+7j78+mTu5mgU5tef3VC1H+tJX++Nvg8zyVV7TXECqcKMASdSw66iQmn6gmXUtuXSu6ShRtY6biEyUVl6nK0z7Y/E6SZQt2sS6SsHK2mXbJ+umkLJbyIxRfbR4pe9h12ekZlgG5Q7JJsfAWsfrBkORHV/Bb2g2eJM8ui1SUapdfQ12yG2nMzUwi1yUHkR8sNMrlHBcWa43hkDmb2r8IMy87SsQsy6FGZvKTJHdzKAugkjna4+kJlsH0Le4L4Sl8JYCpqG2kNzE02mafIGpUoXA+gsIaISeWbTiTEMphag1CsT6yiTkWFTDqki5ypF7AcydgICK1OE8fe2XxGruIxI0H3fDcu6q7TAbC3UN8lOrVsba2ERyXqnpkJoXtJ8QaMXXXsWOVkJIBS8w2UXG9gBe31gyHIjpTgP7QLHFlEzT56WRTq9Ko7VTSD92+386OhHMeMNPJXKPKXATnGgJHUCGQOG/azwTT8L8Q0VOUbZDFWZLrrSFDuPA2Uqw2vofMxXOSjq9jLoxdT3Y6so5t1BdSVJzIBGYhOoTeMSd1Tim0847G3trCpOpTVVcqk1unn6FnTfGhEs0GqfSSpKEhKVPuWAAHQRzkuIx/pR9XPj9OjBU6MNFosvsa1U+K+Iqi240AxLsrSUlLSNwdxcxk0+I28YpzT5vuOC4rxfxFdznTtakIU3ou+Ouc7EPM4lxDUpJiSXUp5Eiyjs25UTCg0keCRpGJecQpVMOllPr6nmvBvCVpYV6te6t6bm9VLCk8vd6/mFULhxXsQyzzsnTZiYYZQp12YKCEJAFySs6CIy4lKdHy6NP5vUxrqlwvhVzGrxG8UXJpKMfdcm9tFrn4HQPCD2N1YtodPrdcqpk5KcbDyJWVRd0pJ0uo6C++xjyriPiaNvUlSow5pLTL0R3k6yptqCOm8D8CsFYBS2abRWDMJteamR2rvnc7fSOGu+MXt3lTnhdloYkqkpaNlZ4MX9rYgxhXlC5qFUWhtXVpvuoj7V/hNYK14D5rWHN/cl+rZ8jfxe4g7jjFK0TyqUPvk9fuwbcVaR7YeDlHcSVqquNJsjvIYCWU/Qa/nePjr+JF/7Tx6rBPKppR+7L+9n2X/De2Vl4epSaw6jcn9cL7kR8lTVad2PJ0pSPS5VUTMvTyB8MZMaUmYsqqDm5IjlGQqL7FDq5H0ypHKL1QfYqdRGFS5F9In5TXQjzjLrRHKE4NDUgB9BHKKXFosTREzeYA6axjyyWxwQs2VXOhitbl6Ip1Ss50MZKxgnhHK+Txj19M7zkMkWjIiQaEmMiJSxBVYi45/lGTCOc4NPdXEaTgqi/qWOuf0+ehnQERbGWEzXVrNVqkcxSTz7u+fi+nyFHbTSLYzklls1Ffh9lVq+TCnyyxsvj32GHklR0sbc4Xn6alT8PpSahNrH6ABacdWA0vKQd+kU1akYr3o7mTZ2ldteRXbUXrlft/kd3f8nzgFFNwVVsVzCQuaqMx7qwsjVLLept5qOvlGTbpayS3OX4vUnzQpTlnC/E64KrDxjLOePnr7Z3FaYxnxGew7Kvq+xqGrsQ2k91yYt94s9SPhHSxjQ3lZynyrZHq3hzh6o26ryXvT/A57S2AAVEAdTGtSlJ4isnbPy6MOepJJd2OApJsjvq6XtF0recI809EYtDiNC5quhQTlLGdsJ/Nkph2tVLCtbkatIzKmJmTeS+hbPdKSD15jqOcTpVo09ILXu9f+xRf8JqXrzcVG6a3hH3V8c9fgzulftyYFZpjLqZaqTs2WUqebYZSlKXMveTdR631jc1LuFLCluzzG08NXd6pTpNcizq/T03Kl4w+2FJcScHT2HmMKKZlp4JyzUzNAqbIOYEJA306xCF5GpPkSMu68LVrW2dzOpnRYwu/fr9Dl2nTTTc32cwymYdKCBunszyN9z5bRKcVCjOT1zr/gqsqs6/E7WjHEeR8qxrtnL16s7C9h3C85UkYgn5l9/7EQUsplkqKG3XzqVG25SNh+1GNZJzzLOhuPFdSFB06SglU1be+nz7nW7NAp0unKiTYvyK0Zj6mNtyo85dao/6jl/C/G9ud9ryoSIeAos00aGwAQEpU3qD9V3A84wFUfnZ6PQ7KpYwfCGlnzI4m/g/X4HV9woa/nGxOIOFfbuwuMM40pOJWGCpisIDLuUadsjTU8rpt6GNbWtnKpz506o7/g/HIW1n7NJPnTxFron/AJ11OX6dMzFWrXuckgoJcXeVFki+upUdz/ajIhhLVbmvv+erOToyzKk8tY6r+rT8C+fY6dcXxzoJc+IMvoVrfUNm/wDGNVbJQuORvOM/I7Hj1R3PBlcxWFLlb9X106a/M+iKSMo8o354+c6e3O841wlpymk51/azdtdB92rWEycNzgyUlErdDs4oqzHlrbz6wi82papV9tkS7KJf7pIJTrmPj8vkIQiyuBEnO0rjThltvM24ZpJKGze6CnveFrXhilsfQsEfS8SMcoj2yasaPwlamG2w4/8AaLSW0k21yq/hCZOG5bHD+pt1fA+H51sgpfkGF6dcgv8AnDIPcXjnDpxbhGr0dL3u65yXU0h618ivwqtzsbQpZx7u5ZTcFNOosxzrjsfPjFns/YywdOzAqNOfeaUbmel0l1tY65ht1sY5qd3cWUZeZT5m3v0PRKtvw/i86at63l04rChjVd9+r7kBKYHUSke8LaUBY5RYnzjR1fEVaP2YpGRHw/Zwz5knL7vkb/w/ZqmBK0zVqVUFMzrSFIStbYULKFjoY1cvE93F9GKpwfh7WFFp/E2yr4mxZiYqFQxVUnEK3baX2SPRNoxKnii9aaWFkrhwqxptNwzj13NcVgSVmnO0fedfcO6nFZifWNPW45d1v+pLJt6E6Np/0KcY/Ba/UeRw/p6QND6CMF8TrPQvd/PLeNWOtYAknVWbaWs+CYnTu7mtLlgsv0HC6uK0uSmsv01JSicKpOq1mRp4IDk05k7oCso5npG3dtfRdPzfd53j1+ODG8TXN74Z4PU4vewxGK0TeG30Xp2OgcMez9hHDqkuKp4qD6f6Sb7w/wAO3rHVUbClS1l7z9T4j41/FbxDxXNOhUVCD6Q3/wBz/InuIDDMlgeek5dpLQmQmUQ22kAd82IA8rxHiVX2ezqTj2/E5/wVSrcW8T2rryc5KXM222/d16+paFDpzdFo0hT2RZqVl22UgcglIEfNlSbqTc3u2foM3kbxJUfsrD1TnL2LMstQ87WH5xKjTdWrGmurSISlyRcuxTWEZFNMw7JMgWJSXD5qN/4x+k3hOx/l3BLW37Rz85anwL4svXxHjd1cP+7HyjoTBWEgqJ0SLn6R1kpKKy+hycYuT5V1KrMi1OTr0wtN1urKz9THxbxK3p319Wupaucm/qz7c4ZGVlY0baP9EUvuJSWpbKbd2KYcOoroZzrTfUkWpBofhjKjY0l0K/Nl3HhJtj8MXK0pdiHmyPe6tj8MP2akugvMkNrl29dIg7el2JKcgV6Xa+WKZUKXYmpyI9+Xa17sYsqFHsWKciLmpVmx7ojDnQo9ixVJ9yIm5Rgk9wRiSoUuxaqk+5EuyjGc9yKfJpdizzJ9zjTtI9MSPUXIwVxkRRVKYhS4yIox5TGysDcc738IyoRb2NPd3FOi4+ZpqvXP79RQdvsNIylS09442441/qL2eOIrOmdH+nyFi6gD4xFrkTM6hW/mEocscSj0zhNddRCxcnS4HjGNJrCxodHClUVSbm+ZaadtPv8AmCj71RyjvBRIUTbLGPUThjmJUpxuebyt03rtj9fwPol7HWM2anwbpdHoki4+5SbtTj8yoNILq1FZygXJGu8bSjNOOIrY804lbTpVeetP7W3w2LzKa46TmfkpVO4U02pwj1tF/vGp/wBJd2fNL2lsOymBeMNapbExMzZ7VDzr8yQpbi3E51nTbU6Roa1H/UkovJ63wviK9koyqLly8LGui/PTqVdLvF90KUCpN7gf62jMhbKMeXZs1tbjfNN1l70ISw01jOevo/gbK1h91dPROraS2xfKBe1+e28CtqkU+WWr7k5+I7GrUSrUXyxWnK9M+uwMplTZHapzDkD/AA6xi1aE4L3Vj1/e3yOhseL2l3NZq8/aL0a+GftfPUCdfShvLY9oL6k2IiyNrNzy3ppoYF34hs6VJKknKbylJaYy/v8AgDCeaS0tK0HPlsFnXT+EQqW84zjKO2dv3uO24xb1qFWhNvzIxxzYz88dPgh2QeSqaQysGafKbNg6dmTtrufLaNpXx5Um1pg8+4TGa4lRjGWJc2/wT/E+pHAPAieHXC2iUpTYbm1Ne8zXUur7yr+Wg+kToQ5KaRhcWuvbLypUW2cLrsSfFzGiMA8Oa9XFKyuS8spLPi6ruoHqYdaoqcHJlfDLSV9d06EVnL+5bnzMplRnaPV5OttLyPtzPvDbwIJK0qCj479Y5pc0Eqmfme7SdC48yzUM6JY2Sznrt9D6mYQxIxi7DFKrUuQWZ+WRMCx2JGo+hvHUU5qcVJdT5/uqEravOjLeLa+hX/tOYGRjvhHV2RKpmpqQAqEu2oXzKb1UB4lNxpCqLMdDI4fWVCunJZT0/R/J6nzCSXK5XRLSxEi26+pSZO+UHfXOfi/vGMNPT1Oxm3KtrJpRfvLlxzd5LG+exeXsRPNy/HKkyjjqX5kNTBOW9kEIIIB529NYfJivGp3NdK6UuFVbNy1g0/Rpvb5M+kKVd0eUZ5xxTftTYLrWPMBSFPodPVUJpFRS8tCVJTkQEKGbvEA6mBkoPD1OS3vZb4ipAU3hxah8vvDf6xHBdzINpHsucSZh4I+wfcwRZTrk22B++/pBgOZHSns++zkrhdMqq9YnRP1dSSlptBzNS4O5BIuVHa8NIqlLOiL4zWHhDKzkf23+Iku27RMKtZn32rz0whsXyKIyt3tztc28YTLqa6gfsre0hTqLJM4PxLOIlmc59wnV6NtEnVpZO1zqDy5xX5kVNU+v73Mx2VaVu7vGIJ4y+r9O+Op2E2+h1CVoUFIULpUk3Ch1B5xaa08pKVjVMGMjy0QFYwDh6u3M7SJR9R3WWgF/4hrGvr8Ptbj/AKlNMzqV9c0fsVGjSat7PVAmUqMg4/Tl8gFdogfQ6/nHN3Hha0q605OP3o21LjtxH/qJS+4p/iFwwxdgVlyclae1XKcgXU7KkhxA6qRv6XjmbnwtUormUsr0OqsOIWV61CU3CXZ/qVQjic8DYyKAf7RjRS4TFf1HTPhsf7jb8E4gcxH7047KtoQ0EgXJIJMbjhnAqFWTlWbaXQ6jgPh22vZzncNuMcabZNrJzCyiSn5RoPQR3dG2o28eWlFJeh6va2VtZR5bemo/Ba/Xc2ThIDOcTENhILclJqfUroo6AfnGou4Kre0//Ym/rofJf/iP4j5HA6NmnrOSXyev/wDk6BB8YzD84Wapil5U/i/B1GQAoTE4qZcB+RsX/WOL8V3Hk2Diuv7/ADPof+DPDVccTuL2W1OKXzk8/kW3nvr11jwg+wjQ+NNVXI4LMs1/PT801Kov4m5/dHS+G7WV5xa3oQ3ckvq8Go4xcRtOH1689oxb+iya4hKW0JQNAkBIHlH6XQioRUV00PzxnJzk5PrqRmJ6h9m4fn3x8Qbyp8zpHN+Jr7+W8HublPVRePi9EdH4asv5hxe2t+jks/Basq+Srkxp3UekfFMeL3HofanslNEwxXHxyT6RkR4vX9CHskAlNffA/D6RP+b3HoL2SBhWIXxzT6RB8XuO5JWkBpWIpjkU+kVvi9z3LFZwBXsSzIv3k+kUvi1y/wCotVlTAJjFE0L95PpFL4ncv+ouVjT7EXM4rmxeyx6RD264l/UXKxpdiGm8WTlj3x6RNVq0t5FqsqXYh5vFk7c/eD0i+PPLeTLFZUuxEu4snQs/eD0i9Us9WT9jpdjl9uaS6DlVe2hB3EeqSpuG5uaV3Csm4PbR/EX2l+cWRRbz5EOEqQSDoN4yqWFLVGuu+apSflyx679RRSbAH6ne/jGRTfVGp4hTbjGlKXLzPV45s/p8HoOoata51MWOtlGtpeH8TipyznOnw7jyW9LXuYqbbXMdBQhCnL2VRbajtp377fmYUwSddRFUpLGhn0rOqqknUfNF407aff8AMa91sb2ubkg9IwKk+hsI23K89cv7ztv/AJP2bSMOYtk9M7c0w9bwKSP4RsrGWVI858VUnCrSl3TOtFE5T5RtDhj5v+2lTFI481hvJkXPMy8wlahYFIQE/vSY1zpSdzzvY7SlxCFPgrowXv5w39+hUuGKS2txLryrlKtE8gb8+sZEEnqjX3lxVgvIk09E28avK0+hv65OYblu3U4AyXLdqdjp0i40xAVadpsqUpCkoUf5zJ3ienl5CAa1aTe5mWam8SB1dMw7N1hhNkrLcuSkG2xIGkUTrQgst/mbShwy8ryUIRx1y3yr79yLf4d19yooSvC9TkUuG6C0wtSEnobiIQnTrxaSMy6hecLqQlUmnrn3Wmn8WuvxN+9m7hycY8aJCk1WWU+mRUqbmmXEFIYSgghJvrqbC22sXwgowUN8GnuLqVS4ncxXK5NvC6Z3wfS9PdSABbwi41Ry77bOJZuapdGwtIS0w+XF+/TSmWlKASLpQk2Fjc3PhYRq76eIqKPQPCdqnVncyawlhJvGe+vQ5HGEK0y03MGnTYbcKglQZUSq24ta/rGo8ucYqb9dT0tXdtUqSoxxlJabY+f6anbnscYpmJ7h49QJ2VflZmkO/dh5ChnaXc3BI+a+kbyzmpU+XGMHknia0dG8dfn5lP8AFdP8l+PJDrakrAUlQIUOoO4jPOQ2Pk/x+wJMcPeMlbobalJlkPdrKtnRPYL7ycp5228xGE7enHPunVw4rd3DjJ1WuVYx02/ehu3sQqUv2gKQ6/mddLEwgKAslByH1NolTjThLkivUxb2veXFv59aTeXyvRLD36dT6WJV3R5RlnOnieovABjT5fygA9oPw/lAAq56W8xABhZJToQDyJ5QDPl9xYq9akeJmJJetTCpiqom3G3ZhSbFWvdUOgtaw6RXlmYorpr1x+RpjKkLXcqKjzuN4xoeVb5Wdd33Zt7qvc8ScJyjiEViKWkYpb/9yz+HXHfG3DpKZek1VxUgk6SM4O2aA6AHVP0jV3V/OhU5VHB0/DfDtvxC2VWVXOe0dE+2Xht/cX5hb23s+RvEGGiD+KYpzv55FfrDp8Why5qLX0MO78KVlW5LVtx7vRf5LZw17SuAcSlCEVn7PeVp2c+0W7f3tvzjNp8StqmnNj4mjuOAcQt9XTyvTUsqTn2KhLomJV9qZYXql1lYWk/URsYyUllM5+UJQfLJYY8oBYsQDEiOxyp7SnBqUo0wjE1JZSxLzLvZzbCBZKXDssDlfn4xw/G7NUP+Yp7Pc9K8P8WnWXstZ5a2fp2NVwBT/caFmtZTrhV9Nos4VHFupd2fRfhuny2PP/c2/wAjZbXjcnVFh8AqaVPYiqygD2zyJZB8EjX94jnKU/Nua1Tonj6bn5tf+Iri6u+OULGL0ppv66fimW+dBGwyfI2DXsOMfavGCcmCMzVJpqWh4OOG9/S8eSeNLjM4UE/3+8H2d/Byx9n4JVupLWrN6+i0X35LQzR5fg97Ks4szPv2LMMUwG6We0nXE/kn90ey/wAKeH+2eIqdSSyoZl9F+uDy7+I997H4erRTw54ivm9fuyC5o+7z4pNP4nTvY0NhgGxfeFx4JH/pHjf8Ur32fgsbdPWpNL5LX8cHr38MrPz+MyuGtKcG/m9PwyV9KmwGto+SYs+q8Eg25aLuYXKOF+wg5iagMuTNojkmoAzs34xEuUAF+c0OsBcoEdMTmp1iSjkuUCLmJvfWMmMCxQImamtDrGZCBYokTNTFydYzYRJcpGOP3UdYylHQfKc5ocL2bukEKNlq0sI9Rwo7s1kZutnC1y9Xpj9R1Li+yJUL3B1G/wBRE1GPNiJZ5tRUs1NdHqv0/QcTdSEkJISRqb7xkQwpYkzCuZVJUOegsaLXv6Y9e+4Q3nIAsAfHeJpR1eSqrUulONOMFDLWr1bfw/ULbbVpEOaOGbmNncSlGSeEs5X72z2QUmWWU3AHleIN6ZybOhCaqckabWnyz8RaZZw/hiiTRu4UKjSyjPui/ljAm0ZKtp9joT2KsXJw1xRdpUysNy9ZljLpubDtU95H8R9YybCqo1eV9TifFvD51LJV0vsPPyZ3wNRHRnjByl7cXCN/EVOpWMqe32j1KSZecSNyyTdKvJJJv5xj16vkx58ZNxwuy/mNdW3mKDe2VnXscZNrnpQqEt2CSo5ipWpT4DwjU0+IU4pqSe53974Ru60oSo1IvEUnnK1XVegtxc7OkmdnnXr/AIQo2iFTib2px+pl2fgqEfevK2fSOn3sU1LtoNkti/U6mNZUuKtX7Ujt7ThNhYL/AEKST7vVv5s+h/srYBewbwolDPNFudqbpnnELGqEqACB/hAP1jo7Gk6dFZ3ep4t4pv1e8RlyPMYLlXy3+8uB1tllCnHAlKEArUTawA1MbDY5DV6IoX2YMLJnqtjjiE8kKcxFVHUyayNRKoUQLeZuP7oiijU82PPg2vE7SVhW9mcs4SfwbWWjoCMg1IhaUrtmsfO0A8tCexb6J9BC0DLFoCUCybAeFoewZbFQCONf+UF4cOTknh7GMo3mVLLMhOW5oVdTZPgDcfURCTS3My3hOo3GPTUpz2GSocdaU0twKU2093Dy+7V6xhJqVaEktGmdLOm6XDbilKeZKUW1+9/ifSxPwjyjYHHFJ+1njStYG4dyFQoVTfpU0qpIaW9LgFRRkUSmx8hGLXreSlJ7ZN7wnhz4lOrSj9pQbXxTRyi97QHEiWp0rOO4un0SzpXldTZRXtbu20+ukXOWNDXQpcycmsJbiJ32lcfzJlWmsRz8oVNAlZXm7RRJ1Nhp9NIr8xrLa0RkezQlyqD96S2f4HRXspcS63W61X8PYlqb1Qn+zRPSyphzOrJYBYBGltQbRdGSlqjBq03TeGtTpQi4iRScN+2vw8MlxDksQsIAZq0tZ02/pW9Cf8JTGovIzUlKEc59evQ7Hgs7adOUbmry8uuOXLceqXoyksKYHqmKpkMUmQfnlpPeSw2VW5XNo0MqFxUnKONVvqd/PinDLWFKVNYhhvbdNaZ9fRm/4t4D4iwDhyWrNYZQwy++GEtBWZaSQSCq2gvbrCurCpQpOrJmBY+IqV9dxo06eM6LXZY6I09qSSSQSQRyIjRVVKmlzI6ChexuZT5Nlj/IYxIC/wAZI8RGLOtlaIEuV8zk38WWHwyx7WeH1XYfp8457qVjtpNSiWnU31BHXxi614lVtKicXp1RpeI2NC+ptTjr0fVHd0q+malmnkghLiErAO4BF49VjLmSZ4zJcraNL41yzc1wzraHACAhChfqFi0aXjePYKue35m24TKUb2m49zn+msCWkGGxplQPzjFtKflUIQ7JH2xw6h7NaU6XZIfcX2Ta1/Kkq9BGRUmoRcnsjNqTVODnJ4SWS8eENJ+ycCU8FNnH8z6vG50/K0czw1P2dTlvJt/Vn48fxN4q+LeKbus3lRfKvlv9+TdNyB4xtDy0ieELfvgxHWSNZ6oKQhXVtGif3mPAPElx7RxCfpp+R+h3giwXDvD1pQxh8qb+L1f3ssOOWO5KZr0x9qcUK2/fM3IsNyaD47q/OPqv+Clhpc3zXRRXzev4I+cP4vXuIW1kurcn8lp+LCY+qD5mKy4qTxXV5OVBFmmcxHio/pHzD/Fq857y3tE/sxcv9z/wfTX8KbLls7i7a+1JR/2r/JqbLpFtRHz8e8KIUJjxHrFiJKAhc3Ybj1iZaoArs4eo9YeC1QAnZ0mJqJeoAL04TfWLFAtUAF+bOsXxgWKBHvzJN4yYxJqJGTD51jLjElykZMvGMqMR4I5x45jpGUo6Bg5//lAyTZKUb7lMelK1mc4+PW62S+g83W89wGkXI002i6No86son4kpqL5YJv4BDVUUbDsmweZy3i72fXcph4kTTXlqL06Z+fxDmagVC/ZtnxyxV5L2ydBT41BqM+WPvPGUt/zT+IY3PHT7tHpFXJ6nTQu2/wClBDc5+wn0hcpmwuf/AGoeTNX/AApiqUDLjceiFdvf8IjFnAvVbPQeplYmaNUpaelHCxMy7iXWnE7pUk3BjEw4SUkU1+WvTlTmsprDPpXwU4tSHFzBkvU2VoRUWgG5+VB7zLvW3yq3BjrLeuq8OZbnzrxfhlThly6Ul7vR91/jqb1NyjM9LOS8w2l5lxJQttYulQOhBHMRkNJrDNNGcoSUovDRyrxQ9iduozz0/g+fakg4So0+cv2aT+wsXIHgfWNJW4dl5pP5Hp3DfGTpxVO9jnH9S/NFU/8Asd8Rw/k9wkyi/wDO+9py+dt4wf5fXzsdSvF3DMZ539GW/wAIfYyaoNTl6ri6bYqLjKg43T5YEs5hqCtR1Vbpa0Z9Dh6i+ao8+hyfFvGDr03RsouOf6nv8v1OpkICEhIFgI3Z5k3koz2p+Ka8L4Wl8I0V4LxZilxNPlGkHvtNrOVbp6aGw8T4RGSymi+hLkqRqdmmWvgnDTGC8I0miMG7UhLIYzkWKikd5R8SbkwoRUIqMdkO4r1LqtKtVeZSZSXGn2sZDCi5uk4QMvWKvL6TM2pQLErrbQf0ivLQRRWqtU3Knhm64Xw2Nxext7xSims4xhvt8M9ylB7Z3EHKpJep+bMCFiUG3S38Y1Xt8uVv13/wegf8H2rqrdaN8ufzPK9sLiY2wh9btNDLhIQfdU3JG+m8N3VaMFNtYIQ8OcLqV50IKTksaZ2z67P5ZBWvbP4lIUS7MUxSNdpMC0Rd/UeMaE4eELSDm55kk+jxj9Tt/AGKm8bYLotcby/79KodWlBuErtZafobxvoNyimzyS4pqlVlCL0TYDxYwSzxD4eV2gOpCjOSyg0VfhdT3kH6KAiNSPPFxLbOv7NcQq9n93U4T9kyVXT/AGlKGy4z7usNTTakEWJUlBBv0jV2DkuaDezO88WRoy8qvThjmWjXVJ9cfgfRlPwjyjcHm5zz7bylI4V01SbZhVm9/wDo1Rq+IPFNfE7nwhBzvppf2P0zqjh4tTbbcu+lXZtXWO0PeKr2um3MecYlO7cKP+rr2N7fcEhdcRcbF8snrJPpnt0DJlwvIZSyhEmsshBU2Cc4uf8AD9IxlfYeXHPxMyXhtuEuWphRbTwllLHTPT7zeeDGKX+HXFeh1J13spcvpZfb3SW1jKok/W8ZML10pKnOOH8e5pKnAY3tCdzbVW0k3qsarouuv0PpEkgjQ3HI9RyjfnnBVntIYWYr/DiYnHJFE+9SHUz6GF6BaUmy0m3LKTp4Rh3aXlOWM41NrwtOd1ClzcvP7ud9zaeGy8PVDCVOqGG5SWlKbNNJcQ3LthASbapNuYNwYtoyhUgpw2Zj3lGtbVpUa28XgksXYTp+NKBNUipM9rKTCbKA0KTyUDyIOsFejGvTdOezI2l1Us60a9J6xOVcW+y5iSjzSlUpLdYlb6LSsIdtyzA8/KOQ4nw64qTUqUcpJLT06nc8H4xb0ac4VptNvOvr0Ndl+B2MFOZfsGZSeqrAesc0+H3reFSZ0MuL2eM+aizuHPs2VD7Ql5zEQblpZpQX7ohQWty2tiRoBG4seAVpTU7nRLp1Zzd/x+nyOFtq316I6WSkISEjQAWsI9DSwefblXcea+2xh6XoqFgzE+6lS080tpN7/U/ujlOO14yjTslvUkvonlnZ+FLB3nE6WVomv39Cof3RsFofZiGZpJdaDSb5nVpbAHMk7Rp+L1XSsqjW7WProcz4mvFYcIubiTwlF/edPUqSTTqbKSqPhZZQ2PoIjRpqlTjBdEkfivf3Mr27q3M95ylJ/NjOIah9lUKoTl7FmXWsedtPzhVqnlUpVOybLuFWjv7+har+ucV9WSnC6mfZWAaKyRZa2e3Vfe6zm/jHzTdz8y4nL1P0toU1SpRgtkjaStLYK1fCkFR8hrGGXFCYQfNSYqNUVqqoTrr4J+XNYR97fwusPYvDtOb3qNy+mn5Hxl/E69V14gnTW1OKj9dfzJ+1yB1j108lKGxzVvfcW1FYPdQ52Y8k6R8WeOrv27j1xLpF8q/+qx+J9veBOH+xeH7aLWslzP8A+zz+BDonLc489cD0NQFGfIG8NQLFTGHagesWqBaqYG7PHrFqgXKmCuTt+cWqmWqAM5Nk31i1QJqAK7Mk84uUCXKBvPnW5i6MQ5SPffNjrGTGIYI6Yf13jKjEOUAXMHMdYyVAXKc1saAXj1k8PJNjvKAA+kMQfLnKoAi/hCZbSXNNJsk5Zs3BO1rxjylzppHYWds7KdOpVllPZfHb9sPab12jEbyd/Qp4itMegW03Ecm0pwCUtRW2ZsabHAzpFEjKjSPFgmMSZb5RsvDziFXOF+IWqvRJksPJ7rjatW3kc0LTzEQp1p0Jc0TVcQ4TQ4jSdKuvg+q+B29wu9q3COOpdiXqkwjDtYIAUxNKsys9UObW8DHQUL6nVWG8M8Y4n4WvbCTlTjzw7rf5oumXmGptpLrDiH2lC4W0oLSR5iNimnscdKLi8SWBdh8p/wAJhkRExMNSjKnX3EMNJFyt1QQkDzMJtLclGLk8RWSiOMHtbYbwHKPSmHynE1dIKUIYV/uzSuq187dBGJO8oQ0cjoqHh3ilylKFB4ffC/E509n+edxhxiq/EriDUkGWojZmXJyYV92HVAhptCfAXISOghUayrvmi9CXEeGT4VHya6Tm3o89PRfi2EcefazrHEB56iYYmHaFh4koW8LiYmx+0fwp/ZH1iqtWk6bag8G04VwuhG7jTncxVTR4SbS+exQ7TaW3kEp7N0XOa9wfG8aH/UlFyg8r8P36Hrn/ACtGtTpVo8tR5x15tNdfXs8BVlJmM6VAka3P6RZ5kOTXfO/+CDtLjz008Q5X7mdN/wC7dfBaCiJhJWsoX3tQVCwPXWISU4RjJvTXUuhOhWqzoRS5ko+7nGN+q/LUjFzfYPZXLrB8Nv1jL8mdWnz01jT6/oc9PidCxvfZbubm5PK00j/+3xZ3D7DONftLBFTwy8tXb0t/t2UE3+6c3A8lfvjZ2jlFOnPdfgedeJKdKpUheUPsyyn8U/0Omzfob+RjYnGHK8lw7Rgv2z6fNsSuSTqzMxPMqCbAKU2Q4L9c1zbxEa2EXTuWs6PU7O4rxuuC05cq5oPlb/DT17+h1Ok90aK26GNkcYUB7aaEucMKYFApIqyMqst8p7NWtjGJcKLSjLq+vX0N1wt1YTnUpZXLHLcd0srXHX1OM2KO+wy08twJSoqHaAXzjpb9Y5i6iqUuaOkfrr2PWOEXsrqi6NfFSppjHurHR56PvjUOVJBxLaUIDJUgajXN+ka+daLSUfd0+v6GfQhUpynOs/MSk/TGm/aXz1FuUlyWdKVix0ITvr1iFSToS5anpp/kxqdaN3bc1DdKXvbY1emOvz0PoPwbxScX8N6JPrJVMJZEu/zOdHdN/OwMdzaV1cUlNHjHELWVpXdOTzs/rqbbUJNqoyT8q+32jL7amlpUNClQsYypJSTTMGE3TkpxeqOQ8D41rfAjF9UojjapykImVJdk3Dbno4joSPoY89hxOpwyvKlNZint+aPTruxtuLW9OtBqM2s57/H5nTeFOJeHsYMIXI1BtDyt5aZIbcSeljv9I7C14na3a/05rPbqef3PD7i0eKkdO/Q2i1wDa45HeNnua49lHQ+kMDDi0S6CtxSWkDUqWQkfnEXKMVl6DSb2NHxZxZpNCZcbklipz1rJQ3/NpP7SufkI5PiXiS0souNN88+y2+bNrbcOq1mnL3UURUqnO1+tOVCfdLz7hJJOwHIAcgI4fhFetxLibuKzy0m/ywe1eCbOH8wioLSCb/IzHpZ7+SmEJA1XGVGlrXSHu2UPBOv8DHOcWfmVKFDvLPyieAfxs4r/ACzwnXWzmmvr7v4s6OvfWx18Izj8ojUuJri3cONyDVw9UZtmURp1Vc/ujQ8cr+RYVJfv94PVf4ZcP9v8S0G1lU05P6YX3steXYTLMNsoSUobSEAAbAC0fOzeXk+8jXuJVZ+wcBV2dBKVolVIQf2ld0fvjJtaXnV4U+7E2ksvoVnhiRNOw9TpcpIUhhOYW/ERc/mY/S3gdn7Bwy3tsYcYRT+ONT8+OP3n8w4rc3KeVKcmvhnT7g+bmUyUq/MLuEtNqcJt0F42lxVVClOrLaKb+iNTbUJXNaFGG8ml9WcuTE6qYmXXlG6nFlR+pj4NvKrua860t5Nv6s/RaztY21vToR2ikvojHvJjC5DYKAlUyYagWqIO5MnrFqgWKIOt9RixRRNIaU4TE8E8DKlnXWJpDwMOOGLEgwCurMXJDwAvrIvrGRFBgjphyxMZUULBHLdOY6xkpaD5TnaXP/pHqh4QSjBzKATprtAIPlyAsBWtjt0iMtjMtI89aKzgmGbJAvv1jXrMstHpXPTt+VVVhtrXfP77bEgzFcmdNaxUY4Sx6BzSYg8rU2dGpCcnDPvLp1C20X5RS2biER0JAipmUkkJIipgNqEUSRFobIttp5xQ12K5JJZZJUbHFdojmSmVifkGyDYS0ytu5+hjZVKFW3oqpzPPX0PP7XilhxjiVS08qMope62k+Zrf5du5Mf7Wcaf/AFZWv/HufrGD59X+5/U6f+UWH/8ABD/aiIruOK9WGv8A3lV6hUhsETEytY+tzFtLzLmag5/VmFfO14LbSuqdum1sox3fyWiNSVKuPulakkqUb2jooSt6UVFSWEePXFHjF7XlWlTqZlrhcyWu2PQNaZm0yplkuOplyvtOxK7JzWtmt18YqlfW0NpfRGbR8L8ZucSnTx/8pf8AcW1TXAoKNgRqNbxg1r+jJcqi39x13DPDHELaSqVa0YuOyxzY76hzcmrTua8/GNNK431PRadvSp4eNevXL9W9WSki0WZdwlhJUVjK6dSg22tzEWQrwUHnvv8A4Ndd051LmPLL3eV5jsnr33Xw2ZIKpM23KMTLjmVtZVd34s+2lv1icpyjCM29Nde/79TBjcW1WtO3hTy0o+7ty765/TUFqVMZmfdyzKBpzswFLOubU6+HlEZ3acVCDx+f6FNC3VOtO4uEqjT+cVhf7vnqSFJdq2Ep9T9MnpmluuIShXuTpbUtOhIKhyvBK4lbz95420MZq24nbZjBSa5vea21fTr+BN/y6xvMzOVrFVaQnMbNGfcuB531g9sqVJ8tOTz2z+ZhytbG0tOevRi20ve5Vv8ADp8gF2uYtm6jKz72I6q9PSwUGXlTiypoK0VlN9L87RjfzBxlq22s/Iyq1ra1abVGCpxk49E1LG2Y7fmS8tifHC0gnF1asOs+5+sQV9XqRc4yeFvrt+/QomuGW840pW0U23jRPP79dgider2IpZMtVq7UqiwlQWluamFOICutid419XiCmvem2sjg4UKmaNCEW09lrjtn9oXK4YWAnv6i9zveMSV5ypS5119c/L9St14SlKKp9sLbGPX9CVbw0lQSEgN2TYkbn9Iw6/FabivKXK8a+v6GLSdSMm6z503len6/MJbwolQ126RrZcUnnTbsTc4qKXXXXZ6mwUZuq0SXLEhVp2SZKs5bl31IST1sOcVLjFxTWITa+DMSqqFVpzpp6Y1WdCZZqeITa+Iaof8Ava/1iL47eYwqj+rNfOhat83lL6DD9EXUppUzNvOTUwu2Z19ZWpVupMa+peV7iTnN5bJRqxpRUILCQXL4eQ2QRoR0iCVR65Kp3LZPyLtSk0BDFSm2U/K2+oCNpTrXkViNeSXxZrZ+VJ5cF9A9uo1c/wDzee/8QqM6FS9e9xL/AHMxmqX9i+gmYZmZ7WYmnnz/AM64VRKdOrWWKtVy+LbEpRh9mKQOKO2Nop9hh3JedISqkIEWQpSoNulNr4PBl29/cWzcqE3Fvs8A7lMSNtIJVrlf+dL6s2K43xF/+fP/AHMaaYekZgPyzzjDyRYONKKVAeca6pOvKSm6ryttTXX9R8Wp+VxD/Vj2n7y+jHXKzWRtVp3/AO+qMeVzdR/82X1Zol4e4M//AMKn/siATVRqswtlbtSm3FMr7RtS3lEoV1HQ+MYta4rVo8lWTkuzeTa2XDOH8PqOraW8KcmsZjFJ47ZQpzFOI+VfqQ/70v8AWMBQpLeC+hv1VZHVOtVyqSq5abrE9NS6yCpp6YUpJtqLgxfT8qnJSjFJr0LfMzowZVTrI0FVnB/26o6peJuK/wDqqn+9/qaFcA4M97On/sj+gw9UKw+0ttyqTa21gpUlT6iCOhhT8R8TqwcJ3M2no05PUyKXA+EUpqpTtKaktU1BZT9CLNKUI0nnI6VVEJNMX1h+ai1VUNLpq4kqqLFVQwumrvFqqomqqGlU1yJeaiSqoQqmOdIl5qJeahpVOc6RPzUPzEMOU1zpFiqoPMQI9TnOkXRqoPMQBMU9zXuxkRqofmIi5mQc17sZcKiH5iI1yRczHumMpVFgPMRzewqx8I9WR4YyVZcCld0WF9oYB0uuywDqb7RF4xqZFvKpGonT3Jlkm6Rlub3J3uI16TlnlPTPMhQ5VVWG2vXJJMWHOwiCccPqbRu4nUgk+WLzp3+L6fIkGrAA8trxBxfLzN6ZM6hdU4XHkwjiXL9n599vzCQ6kAW9YqnhpYRubB1YVqqq1MrTC7ad+o4HAYoN+pJnoraJ5EqEVuOSI063mbUATfwidulCtGT2Of4/QqXPDK9OlJqXLnTrjdfB9RlDFjpuNR5x0tSmqsHCXU+fLK8nY3FO6pbwafy6r6Dvd3vbnbpHJqzrSziOcH0HU47wyk4KpXjFySaXo9jIRGP5bN8sNZFAE6A38IPLe41LL5U9fiLSFJ/DEfLz1G4eg4l8o/DEfIz1IuA6meKfwxD2cg6YQKsopCSAB4CLpUYyjyt/calWlaFTzIJYxs367J+v0HE1lYB7ygCLb7iK/Z2lnm0K3GMpqn5XvbpaL4tv09NxQrSxbUjSw8BFSoSjjEt0SlRhJSk4Z5Za69cb+vwHE1pxPd3HQ6iCdCdKXJMwaMLa8o+bb7LKb2eOvx+Y59suE6gAX2HWKJQecY2LVZUnTTz9pJJvf0SCZasqQolac4tYa2t4xXCMItucc6dyq6sJVYpUZ8jTztn7vz6BbFZdEYrilkjKyi3F9t/XQkJetO6d6wilxUn7xjSsor7G3bP3LsTTU/MIaQ6pVm1Xsoc4jV4cowVWb0ede/79TWxrQnUlQhH3o407fF/oHytTdVYFVidvGNdKzp7N4b2HLq8ZS0f77Ek1OupNlKIPSJVbKla1Uqy7ad/n0NbGp7TR5qXrr2+RIMzbp/EY1N3To87dNY127fPqFOMuRc+um/8AgkZd5w8zGpkkRlGJJMrcNtTFeMGLJRDmVL01MWxcjGkohTbihzMZUZyRjuKHkvqH4ovVaS6lbgmK99I5n1iXtM11F5SY2qpqH4ord3PuTVBMGdrCk370Uu6qPqXRtkAvVxQv3opdapLqZEbWIA/iFQ/FAlUl1MiNrEBexGofiiaoye7MhWsQJ3Ezg/FFqtslytUCuYnc+aLVaIuVqgZeKHR+KLVaRLFaxGFYod+aJqziWK1iIOKXfmiXskSatYiTil35ofskSStomDih35ofskSXs0RJxM580P2RD9nQk4lc6w/ZUS9nQn+UjkP2VD8hGDiRw9IfsqD2dCFYkX4RJWqD2dDK8SL8ImrVB7OgV3Equgi2Nqh+zgT+JFdBGRG1QezkdMYkPQRkxtUL2cBXiJWY90Rkq2F7Oc2oOVQj1Q8MYfLErWlKQSonQCGBLSZS08Eud9Wt0A2t9Yi0msMupVpUJc8NyUkXg6klOthcnmPOMSVJrPLtg7Cy4rSq4VZJSyvXJIImABrqevSKFJYedToeWp5kOV8q193P59PkEomCAFX0va8LlfLzZMuNxS83yeTXl+z8+/57i1Tm1hfqesQkotLGhn21atRqVHJ822nbTv1+Y926kEAi1xcRCUHH7RsrbiVO4z5TzjR/EcRNEm3OIeW2+XqZUuJ06VLz5P3RaZwEga3O0HkSexTLj1rDHM3rFyWm6W7/AMbjjUwHCbC/W+kT9kqbaGql4v4e6fOoylF6PEfuYVKJS4nvJBI68o3SzjU8QqcjnJ0/s5ePhnQbmQlt3uXsRpDZBPDTMJXpc2vyAjVztqNFc88s9PtPEXGOM1PY7WMYNrWS/pXfX7jASnqTGP7VPHKorB0q8J2jqefUrVHUe8ubDb76GcyEjU284XnVJ6KKfyLXwbh1iuepcVIr1qP8D3aApJSSfM/ui2nbSqe9NJL0NHxDxHQ4a/Z7KpOcsrmcnlRX/tzu2eCgdeXOMSVCUeZdjq6HHaFdUZQek87a5wtvR984PXGa3hGM+Tlzn5mz82681R5UtM46/XbP3GCTr0iucJRipdGWUL2jXrSor7ccZT3WfufyMoUb6RiubWzMqdOnNYlHOufmEIGa0UyqSe7MXyaUdVHv94S22DyihzeMZKnTp5Txqlj5BbTd4xpMjKQayzeKJSMaUyZkQ0hggtffZrhzew6Wi+FSnCnqtc79vkaK5jWqV0lL3cfZ2zr36Ekw0taADfS9z1vGBcVZKOM57sqg4c7ajjbC7Y3JiWZzBICQmwtcRhV7t8qUI8umPj+hiRppOTnLm1z6L9SXlJU2tuIwI3eH/qvK7d/0+JjVorGKej7/AL3JeWlLW0jU1qqnNuOibKublik3qSkvLAcoxsZMeVQPaaAG0TUTGlIJSAkRao4KW8me0y84exHGRtczbnEHIsUAV6eA5xW3kvjTI9+pAc4WGzIjSI2Yqu+sWxpZMqNMjZiqX5xkxomTGmRr9SvfWMqNIyI0wF6oeMZEaReoAjk9fnF6plqgDLnIsUCxQGFTnjFigWKI2qaPWJ8hJRG1TJ6xLkJcpgzJ6w+Ulgx714wcgYMGa8YOQfKJM14xLkDAkzVucPkHgwZrxg5B4EKmvGJKAYGFzXjFigGAZyZi1QHgEemPGL4xFgAff3jIjEMAhd8ou5RYKQsRHfnz2StMY95m22UKHaFaRkOmbyP6xIiHotLzqmVkOKStQyA/D9YAHJdangooVdISdNssINgpqfysquorULWX0+nOK3Ti9cG0ocRuKCUVNtLb0HkzboaDpUnJe2e3LyiDoruZi41X2cY4+H71HhUUBpkklKl31tfYxCVLT3TOocbj5j89Nxf3Y/EO7RDJT2jmXMkKCB8Sv0jGnFw+1sdFQvaVz/0Wm8vXbH6/AcemULmldgkNtZgAypVzbnZXP6xN8sp4WhDza9vR55++sPXZr4IbbfCJiyhnsTZPT6xsMI82U56ZbFyzynXSQoqSB8JFrQuVblquK0Ycik8PoFs1Bcss2uUnrBqmN+XOHNJ4kFTLyXJdpxAOYqtqd4jOpGnHmkW2djXvq3kUFl/HT4gwKwoLCgojUiNdK4hV9yawmejW/A7zhPLc2UlOS1knon6JjqJpZQVaW20G0R8iimot6mUuPcVlCVxCkvLyllJtp9dO3q9DylKPfUNCecWU6lPDpR3MTiFpfKrS4jXn7ixzPGNPl09EPqXcApTorTXSMSlXlRzFvPp2N5xTg9DirhcRgoar3v7k+6WiXruModIWSRe2hB5RlV2q1LmTx1ycvwnzeG8QlRmsxbceXGNf+2qezHSuy9rabX/KNR5kOTu87/4PQvZq/npp4hyv3c+v93T4bHg5qdBrGL5ku5s3bU8v3dHjTtjqh1sxjMypSC2ooZjykGMjaKJGPKQaym9ookYspklLNEkRiylgxJz6EzKsKUoE7+UY868s5NdKMEsL4fLsTcnKk9dY11StJ513MaTikklsTUnKbaflGsnMxZ1CYlpe1tPyjClLJhyqEmwzblEUmzFlUDG0np+UWqDMZzHgogbRPlZDmEqdIEJpjWAZx9Y6xU8l0cAT8w50PpEDIiokdMPOm9gYtio9TJjyka+p9X4T6RlR5TIi4gDzcwT8J9IyYuBkKUQJ2XmVfhV6RepQRcqkQRyTmT+A+kXKpDuWqpEFckJk/gV6RcqkO5YqsAZyRmfkV6RYqkO5aqsO4wuSmf6tXpFiqQ7k1Vh3GlScz/Vq9Impw7lnmwGjJzPyK9Inzw7jVWHcSZWY/q1ekPnh3JeZDuJMrMD8CvSJc0O4/Mj3EmVmfkV6Q+eHcfmQ7iTKzP8AVq9IOeHcfmQ7mPdZn+rX6Q+eHcPMh3MGVmP6pf8Ahh88O4/Mj3EmVmR/Rr/ww+eHcfmQ7iFSsz/Vr9IanDuHmQ7jS5WZ/q1/4Ympw7h5kO4O5KzH9Wr/AAxYpw7h5kO4I7KzHyK/wxepw7h5kO4G7JzB/o1/4YvU4dw8yHca9xmP6tX+ExPzIdw8yHcp2bkHJAt9qMocQFAb3jvz55PIctMDs7jvDudfrAAZLzXZPpDhDpuohHyfX+EAC5ZanwstqzJSg93bLDEPNzTfYuXOdQtddv4c4AHkLdbZD4dypz/zg6W6QAedqeVpnsh2VgoBY31OtukAxozZTYurOXKBk3Kv084AWjytwp2b7abDcuooTmH3RO/1iHJHsZSu7hLCqMJlZ/sn8pOexPdPL6xMxAyXnXHM6kK0CCLWtlgGLVPKeaWFOFatBnttCepKEuSSljI8ws/iBUFaXJ0J8OkayvGpGOXLRdfT1PReD3VlWqTjThic0sx6ZXVPouoY1mABUS4B+Ef61jXSqLaOn7+47qhQnvXlzrou3/7fFjwcBbV2VrWIKtreEQziS8z6GY5KVKXsuNU1zdv1foeSSGUkjMogAG/5Rcnz1cQ012/yayTVpZ+Zc6+6vf8Ay5enyFrdvlUNEk2BvzimElHMZ6vD+XzMmvCdVRqW78tNrXfPy2Xx3PZrrBKdr3J5xS6jUWk9/uMqNtB1I1JQw1lN5zlP8fnsZvbTbwjGeZPLNlBRhFQjsjyVXNufKJ+U1FTezML26Eq0rel7044ytt/X9B5pfnFMlktg4xi/ezh6t9/0DGV3jHkhSkHMKuRGNIxZSJSVTciMSbMScyak2r2jBmzCnMnZJkC0a+pIwZ1CclGhpGvmzClMmJZIsIwZsw5zJRgDSIRjkw5zD2ikRmQgjElJhSHEiMuMYlDbFh5HhF2I9iOp4zCOghPk7Br3GlzLYHwiKJOHYmubuDrm2/lT6RjSlHsXpS7g65lv5E+kUNrsWpS7jKphv5E+kVNrsWLPcaU+j5U+kRLFnuNqeRySn0g1JJvuNqeT8qfSHhkte42Xk/Kn0iXKyabG1Oo+VJ+kSwySz3G1Oo+RPpE8PuSy+42XEfIn0h4fcll9xBcR8ifSJJPuSy+42XEfIn0iWH3Hl9xKlo+RPpEsPuSy+4kuJ+RPpDw+48sSVJ+RPpDw+4ZfcxmHyJ9IMPuPJm4+VPpBh9wyeuPkT6QfMXMYJHyI9IPmLPqIVb5E+kSXxDPqMrA+RPpE18Rc3qDrQD/Rp9ItT9Q5vUaMuP6pHpE+b1Dm9THuw/qkwc/qHN6nK38kakoBJLWS1ikL3/KPZf5hR9TQ/wDCHEujj9f8CHcIT+cFKW0pJ+HP/GGr+i+5CXhLiUcZ5dfUUzhGoIUStLa0g6Jz2/OD2+j6h/wjxLH9P1MjCNSCiAWsuWwsq1oX8wo+pL/hDiWce79R9vC08G1BxLSnDbv5tvpzg/mFH1Jf8H8R7x+ogYXqYT8bea9754P5jR9Q/wCD+I43j9Rb2GJtTaEoQ0hSb3UFfF+kH8wpepF+EeILrH6jScMTqVC5aKdiCb3EP+YUvUP+Er7OOaJ6Yos0QHQUMtE3KQb7dTzixXkJS5UnkxpeGrqnT82ckojkpQ5lCS8VpW1+FJPMxF3kFLla1LY+GLidLzYzWNMeuQk0qaYUUrWgC1k2hxvITWYpkavhi4t5KNapFZeFo3kMYpj7aQFltTixoTyt16xX/MKerS2M6Pg+5zFSqpN56dP1DGZNLRzFRWs7qVvGqq3U6u70O54fwW14ev8ASjr1b1b/AH6BKbJjEyzfxSjsKzwE8mA2HPw30tDVSUdmUThTn9peg6JNa1AhPO9r6XiLraYbKuWjGXMl+me+O4QimTKyLJT9TFDqwRY7mKHEYcnFruMgG1s3KJe2UlDGNe5qJSl5/Pz4hjHL39c9PgFtYSm1E/zYv4xjO+gu5fKtb6+72+WOwcxgudNu83f+1GNLiFNFLuqCWGm9c69yRYwNOG3eb9YxZcQp+pU7+nFYiiUlsDTQtct+sYc+IUzHlfwJeVwW+m1yj1jCnfwZhzvosmJXCjqLXKPWMOV2pbGHO9iyWlsPLRa+WMd1HLZGJO7iSTNJUjpFLhORiyuUwtuWDe9oh5L6lLrZ2HkuJbifKolTbZ4z6Uf+kHmJAoNjaqy2nr6RLzH0Jqi2MOYibT19IOab2LFbMHXiZHIn0g5ajLVbMHXiRHVXpEfJm92WK3Y2rEKDzV6QezyLFQY0rECOqvSGrZkvJY0rELY5q9ImrZklRYyrETY5q9ImrVlnksaXiJsD4lekTVqyaoMZViNv5lekTVqyXkPsNqxGg/jV6RNWr7E/Ikugg4gSdlH0h+zegeSzBrx5LPpD9m9B+UYNaWdlflB5CQeWjBrDvJX5Q/IiPy0INWf5ERLyYj5IiDVZnkREvJgPkgINVmuRhqjAkoQG1VmbHOJqhTJeXAbNemxElbwJ+VAbOI5pPSJey02PyYMQrFE0IkrSA/IgxpWL5oRP2KA/ZoDasZTX+hDVjAfssRJxhNf6ES9hgHskRP8AK+Z8PSD2KAeyRMjGEx4ekHsUA9kie/lfMeHpB7FAXscT/9k=", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "1.\n", "{'all_categorical': \"['achievements', 'action', 'cards', 'cloud', \"\n", " \"'controller', 'indie', 'multi-player', 'partial', \"\n", " \"'racing', 'single-player', 'sports', 'stats', 'steam', \"\n", " \"'support', 'trading']\",\n", " 'price': 3.99,\n", " 'title': 'Zero Gear'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "2.\n", "{'all_categorical': \"['achievements', 'action', 'cards', 'cloud', 'comedy', \"\n", " \"'controller', 'indie', 'leaderboards', 'multi-player', \"\n", " \"'partial', 'racing', 'single-player', 'steam', \"\n", " \"'strategy', 'support', 'trading']\",\n", " 'price': 6.99,\n", " 'title': 'Rock of Ages'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "3.\n", "{'all_categorical': \"['achievements', 'anti-cheat', 'cards', 'cloud', \"\n", " \"'controller', 'enabled', 'full', 'leaderboards', \"\n", " \"'multi-player', 'multiplayer', 'racing', 'single-player', \"\n", " \"'sports', 'steam', 'support', 'trading', 'valve']\",\n", " 'price': 19.98,\n", " 'title': 'GRID 2'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "4.\n", "{'all_categorical': \"['achievements', 'action', 'arcade', 'cards', 'cloud', \"\n", " \"'competitive', 'controller', 'fighting', 'full', \"\n", " \"'leaderboards', 'multi-player', 'single-player', 'steam', \"\n", " \"'support', 'trading']\",\n", " 'price': 22.99,\n", " 'title': 'Ultra Street Fighter® IV'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "5.\n", "{'all_categorical': \"['achievements', 'card', 'cloud', 'co-op', 'controller', \"\n", " \"'game', 'leaderboards', 'multi-player', 'partial', \"\n", " \"'single-player', 'stats', 'steam', 'strategy', 'support', \"\n", " \"'trading']\",\n", " 'price': 0.0,\n", " 'title': 'Magic: The Gathering - Duels of the Planeswalkers 2012'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "6.\n", "{'all_categorical': \"['achievements', 'action', 'cards', 'controller', 'full', \"\n", " \"'leaderboards', 'multi-player', 'post-apocalyptic', \"\n", " \"'racing', 'single-player', 'steam', 'support', 'trading']\",\n", " 'price': 6.99,\n", " 'title': 'Post Apocalyptic Mayhem'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "7.\n", "{'all_categorical': \"['achievements', 'cards', 'cloud', 'controller', \"\n", " \"'editor', 'includes', 'indie', 'leaderboards', 'level', \"\n", " \"'multi-player', 'multiplayer', 'partial', 'racing', \"\n", " \"'screen', 'shared/split', 'single-player', 'stats', \"\n", " \"'steam', 'support', 'trading', 'workshop']\",\n", " 'price': 6.99,\n", " 'title': 'Super Toy Cars'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "8.\n", "{'all_categorical': \"['achievements', 'cloud', 'co-op', 'controller', \"\n", " \"'leaderboards', 'multi-player', 'partial', 'racing', \"\n", " \"'simulation', 'single-player', 'sports', 'steam', \"\n", " \"'support']\",\n", " 'price': 14.99,\n", " 'title': 'F1 2012â„¢'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "9.\n", "{'all_categorical': \"['achievements', 'cards', 'controller', 'cross-platform', \"\n", " \"'indie', 'leaderboards', 'multi-player', 'multiplayer', \"\n", " \"'partial', 'simulation', 'single-player', 'stats', \"\n", " \"'steam', 'support', 'trading', 'vr']\",\n", " 'price': 10.99,\n", " 'title': 'Lunar Flight'}\n" ] }, { "data": { "image/jpeg": 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qAVAKgM2mHH1ENoUsgZwkE1HQhvA7jwHwoZYd/wD0zTKI5kX7Q1sRIntNLQpKlEDCkkVJOcndnw+9FxdfDkvt+HCZAU64RgY9M0JDPrG/sBluHDbDEBkYaCTjOOM4oAbXN8uBKE4OOcAUBWZ25Q3K5SPIUBptbSH3kNPpUlknHy8ZPv7UBLyUtQ8EElAOwbew/KgKbfW2ZMpx1S1K9EKOMUBXZqFA+EMpCRlJA4PrQEJJtrkmZtDRW0Bk7DhWfUfzoC19NOiSbw8qbKSqPbnTvUUcF7JzgexoAv6u1jYuk+m0KcShlCE7Y0JrhThH93qaA4h6t9Zbrr26uOyHyGh8rbSDhDafQD++gBJJdU6olRzmgGDpxQGhbmKAUa4OwnkuNqKSDnigOpfh666JRss13X40N3CClZ7e496AKXULRDbbK5cMhbTyd7bqRwQexoDkS92eRp21fo5zCnErWpak9lEng/uoAeSWihZzQGmgFQCoB1a7rMsk5qbAlPQpbR3Nvx3ChaD6hQ5FAYTZ0i5S3ZUp9yTIdUVuOurKlrJ7kk9zQGigFQDi2wXblPjxGMeM+4ltGTgZJwOaAOnTvrnr/wCFPVE2wCSiVb0rBmWhx3xGFEgHcgj7qseYrSuIeE7DiCKlWjy1F0kuvk/FHs6dqVSwqJ45o96/t4HR0zrHpr4ltOOQ0tt/aHEYet8jG4H29/cVzix4dutBuE87rpJdH/zwO86VV03WrSUYtSTW8X1X/PFHI3VXolcdET3HojLj9uUTt4ypv2Pr9a7ZZXDr0k59e84/xFoT0qs50d6T6er1P9GC9SShRCgQR3Br0DTTygFQHU//AGfnRezdRuq72o9Wtb9H6UaTPloUMpkPk4YYHqVK52+eKxrhtU2kVR6nTHxAauu3WK8DDoZclzWbTDtniD7PFyrahOQO/OVHy8qw7aKUMIrl1NXS/wCEuMzYr0rWBULo685FjKiO/LGShRHijyUSR5+VTOo1PC7iUtssrKbMzo7UWmbfYLsL07HvTbTcpKAkeOSQEjPBAOOe1Xm+am2Ud4/6lyru3f7oxqJ939NFa0SEvKysrxjGB39sVhxXeVETB+EbWszppF1YpKmHJSS41BcbKXEN54U4T23eQrFqapShW7Pu8SVBtAXvEKTarTdI1wiBmS00tpQW2NxT5jOP4ivWhJSw4vYpexLr1XcenSYz7qH52n0toCiSVrZbIHBPqnyPmODVuOJvbqOhfbLr6y6jZS7bbi3LQ4j5UISS5/8AL3qvDXUZHMWU6zOjOtxfDbbdQpTk1YaQBnz8wKqykDjrWcqTY9f6kYQpCyi4SU7W1kt7iojcPX2rLXQthItWspundHwGIE6TGl3iytNmY0vapoMvKKgFd0nGMEUYC90Y+Kq8DQuvrHrC2r6g6Xj21BLbqiVpyoIS2pwdkc5z3zzRkBC+F3q90gtk56w23TA0LeZyEvqTIkqfVMcycNodP4QPw8ZNSScp/Fraha+uF/QQQp/bILau6N/IB/KpIAY/HLZKk4KfY9qEmkAqIAGSfKgNkiM7Fc2PNraXjO1aSD/GgNdAKgFQBN6GI3XW98ci3ny/8xNeJq7cbZteKNd12TjZtrxQUihXqa0TtZeJzXtpeLNGlLOu9dUYEQJ3laW8Z8uTzW6aLJyoyz4nQOHpOVCTb7z6TyZETRegIdmgp8EFsKeWOC4ceZ9K2I2wFt1vcRvw1uSGfEUCQCcqSPegIF+7wHkZVJQ2T6ECgI2RKhIUkeO3hfZSlUBrgGI9KZ33NliOhzLjhHAPb8xQDDUV4imZIaiubmwcb93KiPxUBVzcYrs0+LJSQB5nBNAeBUKcrY28Eq7fN5UBZNO2C2x3xIuDyW2UeROCs/4UBY9W9Y9PaKse9pxp1/btjxGyAD9cdkigOLup/Ua5a1u78yZILu8lKRnhI8gB5CgBq+oqJJoBi6oA8mgGTqgexoBs5QGldAO7RcnrXMbebUUlJzxQHbHQTqtE1rp39AXR9IeCf1C1n7qsdvoaArHVbphMVbpd3ZhLXb2l+GuQMYSr09aA5lv1ldZfVtaWceiTQEVc7JJta20uo5cQFjbzxQDDafSgPMUAsUAsUAsGgFigMm96VhSMhQOQR3FAZyX3pLynH1rccPdSySTQDqyXybp25MzoEhcaSyoKStBwRVEoRmsSWUX6NerbzVSlJxku9bHb/RrrlpXq1Z2LVqpluLd0AIW9gYX6KqmlShSforY2j/ENa4puleLm9f8Acr/xA/CEm121eorItMmI8SsOMDIGfUVfkknsarVUVJ8j2OQ7zp+bY3i3JZUkZwFY4NUloldA9OL71JvIt1khKkOJSXHnlnYzHbHJW4s8JSB5mqW0uoPpn026bsfDV8G679EnovE7UDyhBcjpBZU6oFJkg9ztSlQRntknua8q4m5zUH06l2PTIHtD3Bf6PscspK3mtRQ1/MrGT4iT396v03iJD6hq+KrqLO0gH9NW5AguzZDv2pxCyFtZO5TaQeed3KvQ1aSy3LBL22OeYb77tgtao6FOuN3RottoUUEnPGFeRz5ir6/AynvOmdNW2z9KZEbWVyiOsX6cglVmeeElsOg/0gUvJHqTmvEuG6q5UXkktye1R8Vl0ultnxZAbdRNY8Io24SgA/hFeL9hc5Jt9CrmOUOp8F+/aXuV0bSkpibkOAD5glY4P0BFbXaR5Y4LMj2zusrTDbcKZDbrCWnMgFC0lA8qoxjJUcq2i+Oae1XOix3nI6USnEtrbJSUEKOMYr1WuaKZZRcdTdVbpetPSLRPV9raWErEnO1w7Tyn0UKsuGWmVplS1aIFw1O/dIiw3DmPB5uMrlxpJAGFHtn6VdU87YIx3lpvcZt7RWh3oIbLyWpjC/E5HiJd3ZIPf5SOKuFPedA/Dx1Hhax0/fekbmnIFueu8EqjzbawkF51PdS04yV55HkPSpIKVqbpPpr4d9QJn671C3qnUkUpftulbWopWlQ5Sua6OGkg4OxOVK9qlAA+vNV3HX2qbpqC7PePcLg8XnVgYAPYJA8gBgAe1SQVNwYWUqAB+lCRWeeuy36FMaZQ8uM+h5LToylRSoEA+1AX34g+r9y60a5F9udnt9lkJitxxGtzexvCRwfqahbEJYBjUklhVoC/pGTbXf3igMmen1+fziApOP21gUAQ+ium5tpvV6TLZDebceygf9Yn0rX9beLRv1o1fiJ4sW/WgmmL34rnfOco7QedMSmL1iYWpOSI7eB77q3vQHmhLzOmcMPNtLzOu+o86XN09Jca8RoxmiHFegxwBW0m5nJ2oUv/AKSViXJIUhC/6U9ykE1pN3rVxQrzpxSwmc6v+Ibq2uZ0YJYi8dCtagmS7XaX5TMl/wARvbje4SOTilprVxXrxpySwxY8Q3VzcQozSw/UObBcJeoLbclyZL2Y3ghAQvH3ic5/dXuapeVLKlGdPG77zZNa1Crp9GNSljLeNzb9kWHS59ok7sbf6U4xWr/v+58F8DTf8UXfhH4FbOpJ7FwuUfxnClpexJJyQOO/763KwryuaEas+rN/0y5neW0a1TqyzXXTzUee6gOyFDCTlTnqkGtVuNcuKVWUElhM0m64juqNedOKWE2uhH3CNMixkm3reXJLiUpCnMgAnkn2qq21ypUqpVsKJcs+JKtWso12lHvZY5b6kx0R1PrnvJGFyFrIRnzCE+g9T3q3da7VlNqhsvmWb3iWtKbjbejHx72UrUukDc0LkMOOIlpGQCskKx5e1UW2u1ozSr7ot2fEtxGolcelH5gqlvkhxDoCXEefqK32MlOKkjpsJqcVJdGWvR/Sld5gs3W9POxIT43R4rPDz6f2yT91Pp5mvB1DVqdm+zgsy+hrWqa5SsH2UFzT+S8y2o6c6cZTtRZ2iPV1alqP5k1q09bu5PaWPyNLnxFfTe0kvJDSd0rsExBCYIjqPZTKiMVVDXLqD3af5FVPiS9g/SafmgX656dSNLHxmlF+Irso9xW26fqdO+WOkl3G86XrFLUVy4xNd39jHpRpWDq/VDkKeha2ExHXgG1bTuSMjmsm/uJW1vKrDqjM1O6nZ2sq1Pqgl/5n9OY/8I/2/wDfGtO/f9z4I0H/ABPd+EfgM7RoIxNapj2Zx22woqEvy5RUVlCfQeqj2Ar3LfVn9ldxXxnOy8TY7XXH9id1c4znCS7y532/TV6igQ2H30RHGlKU0t0q8QggZV5E1d0u/qXspufRF7RdTq6jKo6nRdEh1qJx2I2DtCSR3CBWwm1FQkzfEOVkKx/VFANkPxUj54cdflgtJoThmsptCRxbIu4+XgigaaNYctYVhdoiHy5YFCDaNPaekNhYtLAPnhOKA0jSGmNp32tHrkLUP76AjndEaZcdyiE6M/hS8cUA4g6YsNnmIks25xTjfI3u5H5jzoBhJ0ppaZJUpxibGWskkJdG3P7qA1O9M7O6AWHJgTnuSP8ACgNcfQbNnltyYdykMOo5BABNAdbfDv1oaRD/AMnNRTvttseHhrbfRynPGQaAKOrvgns2toiryxNbRYFHJcjo3vOZ52Np81H17Cob8AQmjPhpt+o4F90vEX+gGmYbzlt0hFJS/dHkIJS5KfP9Ic/gztFWXlPJIYOpFlkW74JOn1ludukWmVHZAfgvjY4ytKVnafTkfurxm+a4eS9/lOQtPXWOi3W2EmQI0sT4ksb05SB4oG73APcV6EPwsoZv+NbXEPVnXWfJtD89TEJCYzj0xOCqQkfrFI/q+maqppOJDH7rl0gdOtF3S6NN+InwJDbTTYQS0Hflz/WPfNQkuWSRPgTOsdZy7xJfuU1ze8SQ0wThIycBCfQc158Kak8FxsEHUmZc7de7jEXPe8e2yEtFbLh8FWeTgfXj3rPhTilsimScXhhUTYrvC6J3KVfYS7e/eITj8dp7hbiEDlzb+EHIwDUwjytopYPekVvumqpbdtgo8dbMRuQlClAHGACB6/SqKke8I57vVpet+vLo3JLkVDc51L6wkFSfnO7APnWbF+iigIYToO9yWtO/bmkQIltkvomrUUKU6ElSE+61KwMdhVutKUIZgtyqKTeGB+6xVQJ7jK2THW3t3NKVuKTgedXotSWUUtYYRdGas09c9LwdPX5x+0uwZLj8W7xUB0pDhHiJcbP3uBwQQRQgtT3V2ydKhcoXSxlxufLBad1hMb2zi0ofMiOk8Mg+avvVVgAZlynJT63XnFuuuKK1uOKKlKPmSTyT9aqINHJ+lQBvNaShlS1cbexoSQzjviObx8tAeOOKdVuWoqV6k0BjQBBVri6E58Y/uoDIa3nnhTm78qAvnRme9dtQXkuc/wDdxPb/AMxNa3r7xZPzRqPFD5dPb9aCeYQ9K5hznG+0MencQK63QknaB9nbPzds7jiuicOPNvLzOr8JS5rWfmdkdXreix6JeiNJWl+awp1ZV6Y71t5vZyRe4YMxHGR4DX9gVyDVJ4vavmcH1mpjUKy9plT1vE2aYmnH7H9oVOlzzeU/MaNUzf0l6xxoWMP0TfUjaf8Aw/b6qrcOJHi2h5/ob9xbLltKfvfoSphD9mudc5yftAdPRh+nL4PMPEY/IV1jRXmzps7fw886fSYUr1DzcXOPwo/sCua30/vNTzZyHUamLur7z+pVtZSXbLp+RJjnY8ClKVYzjJq7p1OFzdQpz6Mv6TSheXkKNTdM0dOLxJ1Vpyc7OCFvw5SGkOJTtKkKSThXqQR3r29ds6Nn2cqKxnJsXEthb2HZzoR5ebOfyLGIXI+XzrUec0R1Dn66WwTdfM2rGBKnJY49C5g/wrrtjV+5Qm/D9DvGm1v5fCo+6OfkdFXOKlU58ISEtoV4aEjslKeEgfQCuUVq7q1JTk+rOH17mVarKpJ7t5Bh1X1XctImEbc6llRG87kBQUc9iD5Vs+hWdG755VlnBuXDVhb3/aSrx5sF7szwvun7RdC0lpc6Kl5aEcJC8kKx7ZFeNqVGNrdTpQ6I1/V6EbK9nRp9F0IvXdqTJ0rPCkA7EBwexBppldwu6bT6vA0a5dK/pNPq8Ao+Hxn/AO0WS3jtBkjH5V0LWnixm/I6pxC8abUfl9Q6iEMD5fKuU85xJ1BJghBWQkDeQVY88ds1PatrGSe2k1y52K7PYQjXtibUBhxpaPzKhit54alntDpHCEubtfyLvr61KjQxhjPy963k6SAu4l5MxQ8E4z61TJ4RepQ53gfwLNInkbGlV5lW6jTe5vGn6DVu1mKMbnY5EE5KVBXvVVK5VToY+oaLO02kho3u7LH769FPJp1SHI8DkSwlsgDbj0qotDX9LsoXhacn6YoD1x9lwbknBoDNMje3gcY9aAZvO7sBauPIpFAPGN7KMpdUQR50BoU6lxzJc2+tAb7dLMOc28yrDiTkGgPpd8JnVGI/p7SMG5y2YsFvT8u6zX5CgltopfLe4k+2Kob3BXPi91FB1XE09a+n9ytt0k3hmWt672yUB4LTKNykJUnkKX93HBzisJV3Ou6SWyWcl1wxDmZhd9Rzrz8APTuZMW65MLqo7jz6ytYCVLQEqUeSfLNYLSVzIqX4TifU2oY2ldWafZ2KmyYyNq0IUEoDm4EIKu2Rxn0r0KUXJMtvqGDUfTC9auv0u7ORLQwq7OmU4hx9TwY3YPHA3VMFGIZVOt9u1Pbl6dTf9QuXe0vLEP7Ow2GEM7R8gG3yq6klF8qIfUL/AEd+HPR+stHw9RXzUU20MuOupitPXAp3LaT8yyTnIBOMeZrGTabbRU/UFiy/DhaZL5ujPVWQuKpf2uGiRGhqSE9kqcSpOVK44zUc3iieoPPiast+gaPmSpXUlnUjEOI4RvtDSBlfyhtKm1ck8Cr0Gn3FLOc+k17umh7+41tbi3lqAlhbaiFBxBIw42fMjzHkapnusolHOfU25yP8tr+hSlFxyW4VrX3VlWc/nWVD8KKGbrFZha4viPD/AElwZIP4R6VTJ5YI3UAxdXOMApSefpVyPQMYNtrWobEqJ/qipIHQU4hQQ8nas88nk/X0qUyMGwIzkmgNcmQ3ETlZ58k+ZoCFlznJZwflQOyRQkbUAqAVATxyR3oD1sFSwDQBl+H6Nu1DdxjvbT/9RNarxI+Wxb9aNK4uly6a37SDOYXtXJe0OGdruRGlyIPWuG4TtCYzZ/5jXT+FpZtpeZ2TguXNaT8zrjrHq+Dc9AOrSUuyRFU3uJ+ZJx5Y7Ct1OiHM82N4v2ZffdGZPP8AuCuJ6vPF/WXrPnXXamNSrr2mVTqDE2aQuBx2CP7QppE831LzGg1M6lRXrNPTFnxomoB3ITH/AC5VW78Uy5bWn736HR+NJctnS979C0GF7VzDtDjXagwdjAai1Fn8LxH8BXZdCebGmz6A4ZfNptJhbu0PdNUcd0N/2BXKb+eLqr7z+pxPVKmL2svaf1KL1SibNIPnt+tb/nXo6DPN/BeZ6vDNTm1OmvMY9E44c09fkgcJlMf2VVs/FcuWnR82bjxtLlpUPNl9ELkceYrnHaHJO1Obb7NbsfVRm4vIWtqHcQ+tDYyopSvJx712fTYupp0IrvifQmkxdbSoQXVxx8ghyfiA0wX3VGJckgrJ5bT5n61qL4Xuv/ZH5miPg28/9sfmQGqLbO62Owzp21zGo7adrkuegNMp577j3+gr2LClT0OE3dVVv4dfge/plGlw3TqO9rR38OvwDFZNPJsOn7Vag6mR9hjJYU6kYC1ZJJHtk1oWpX0by6nWh0fQ5jq+pQv7ydeGyfQZ6ug/+y914/2dRqzY1PvVPzRY02r99o+8gH/Dq3v6qyU4/wBilf2a6nrrxp035fU7VxK8aTUfl9TocQvlHHlXHnUOBuruUHqp1AGgYjSWGEvTHRuG/wC6kdhWzaLpn7yk5TeIr5m4cPaMtXnKdWWIR8OrBtovqDcta60ti7gplPgODZ4SNuBnNdMs9PoWKaorGfWdhsNKtdNTVusZ675OuOqdt2W5lxs4Q60laT9RXpHrnL2o7a+Jalh0hIPlVqayjNtZKM9yc0jeWIDCm3Fkqx3rVr23nN5R3vhrV7a2p4qGrVt2RJbCkLVtxnvV6yozp9TzuJdTt7pvsyguTHHnv6RRSPQ1skFscTuGnLYbypklC/1a14+tXDENOZEjBUtWfSgHsWI+rOfEIoCRRCkrThKlY86AkWNPuymwCopoBwzpx9pOwqXg9zmgENHpUvJyfXCqAeM6fZY25GFZ81UB0X0vtCpehwWrC5qthzT8qzCAzIUyW5IkJfTvWPuhSclJ7EjHnWDcxnKLjTlhvvK4OKlmSycqdQ9H6nMI3yHpeZZLF9sci+HH8QIQ6lO5aQDycDlR8qijim1TnLMsFUvSy0tjtWx6/KP+z+0jp63QHJ06Ex9rnzFJPhwEl9WzP7S1A52+Q5NYzp/x3ORKfo4OYrpZmb902v1wbZL8qxSGJR8NOVJZXuS4r6ZwTWZB4l5lD6HT/Rae3rLQVplJlB5xhlLD23uFJHB+hGKok8SxgnBU/iSRbrnpeZp1LUhF2bQmZDlpxhLqeQPcEZHFVRk0yGgUaL6izr/0+atbTjocblIfSyOQ08nhwY9DwcdjiplHDB2HqDrhofQmjYTcK2Wi63vwGEvSXI6RGiAJG9az5nJPyirCTbKjm7ql1Oc6kv5gsfZdMRZAkpcUjYZ7g+6oI/A2k8gedX+m3eUldslmhavStMpS2vDSXBKbO1xhXfek+WMZ96t5cehJyprmYq7arucsSUzSt9QL6EbfEwcBWPLOM1nRWFgoY41HNdZg28tqKFbfvpODnHIqmKA0sil3WViQ4XNoySrkn2qp7Am7s89DYHgNhKTwpY/DVK3BXCSpRUSSo+dXCB5b3A/IbZdeSwhWU+MofdPkT7ZoCTldM5+7cZ0V5SuchROfegHlv0VKhW2ewuFFnPPJAaf8UgsnzIHnUoqTK3I0ReI5OYhV/uqBqCkj3rHPj/0kR5P/AAGgGqo7qDhTa0n0KTQBj/zSSFkYmwUD/eUaAewOj+19Icu8Xwz3CQQaAI3SLSLdh1XdUNykSAbarG0c/wBImtQ4pfLpzfrRoXGkuXSm/aQUDB9q41znz92u5R3WlM9Xo+0hJ+xt8nt9411jhF5tZ+Z3HgSXNZVPeDtrRRjaFlBSeSwQD59u9b4dNKEmJvhwD3zEZ5/4BXBdanjUK3vHzHxDUxqtwvaZV+pkXw9EXNWOwR/aFTos839LzHD1TOqUF6/0I/pC2JDOoj94lEYn96q33i54tKfvfodQ47ly2NL3v0LuYPtXJ+c4b2oG7iAxqbU+44CXiST5cCu48PPOn0mfSPCjzpVFhsmRQ66hY5CmmyD/AMArj+ozxeVfef1OCavUxf1l7T+pQur8Tw9ESTj/AFzf869Ph6edRh+Z7PClTOrU15kR0AY8Wxak4/2qP/ZVW18YS5adHzZu/H0uWlb+cgmiD8w48xXMO0OMdqck9RG3jryazHTveclqaSgfiUV4A/fXeNGa+wUm/A+m+H5L910ZP+lB80j0FsGjtjs6Mi9XoYU69JGWWV9yltHY47bj3rQNU4nr1ZypWr5Yrv73/Y5drXGVxWqSo2T5ILbPe/7E3rnVkLRNkMycvKQClmOngKOOwHYCtesba41avyReX3t9xqum2l1rl12cHl9W33IeaXnI1Ppe03lDRZTOY8YNk52/MR3/ACq3qdr+77mVvzZx3lrWLL91Xk7Xm5sY38zTrKHt0ndzjtFX/KrNhP71S95FjTKmb2ivaRz18NDfidYH0+sOV/Zrr/EDxplR+X1O88Uvl0eq/L6nTog/KOPKuJc585uruc1/FEgtXyGjy8FH99dX4RadtN+s7hwI+azqP2gV6DnGBqOK4Dj5xW+nTj6NfYf8rOl9plBJdWlktHHtz/fQHOurrE9CkOAxHjyeyCahrJKbTyioKhPht0pjPIIST/RmrUqaZ6NK9nTWzNcmHJfgthUF93KARtbPPFI00iKl3Kp1ZXDZ5DckhVqmJ+jRq6ee23uybhaSdeQHDb5GCM4UmpIHzeh3CAsW571+9igJODo154bDEcZHqtxIoCVj6DAPMhKQO4U4KAfo08zHSf8AS2UpTxnNAYyoUJLG0zdyj5ITxQDFMCGkZEtzGOx4oDAxIHOC68r2VQEnZ73PtAV+i51xtTx+YOwpKm1g+vHf86hpPqCLvnWzqRpl6yOXh6PrKx2eQ9IjNXJr5Qp0bV+LswSSnjJrGdvDtO0WzKuZ4wE/pV8bmlW7VN0ldNGQNKaclIWtCYbzkhpT6+FBYVyEEdvTFUToNvmTJUix9KdA6U02vUU+0Xr9MWW8xVR5ERxxC0IQc8A+gzwDSabx6gBvSGs09AdTX+yLmz5tvLZct71nKJBWjPyh1PIGOauuHPhkdCs6/wDigvus22WERYyGmVEofdaHjK+uKlUl3jIMrbqy5W+fKlxpyoTr5K1+EMJWo+1XHFNYIHkfqPeFSojlwWbsyw5vVFkr/VOemQPSo5FjYZL9p7rJGv05EG+RWbTHdISiU0oqQg+QWPIe9WpU2llE5F1N6r2/TkGZp3TS0y5cpBZkTG1ZSgHulJ8yfWohBt80iW+5AHfLUFtBZUXJCh+sWR8qfYf41k9SkeanV/oluB7lvNUx6sDTTsz7LLHy7gTg+1S0QWm7YdtzpByMBWRVK6klWq4QLzoAgaAt9wvttkNsnxERlgcn7oI7UBcYWl7vHc3F2KkjsHXcGgJRejJEhe9cuInPJSlzNAanNDSEHImR1N+QGTQEZM0v4b5SVsqPrtP+FAervkjBwn+AoDCNdpSnwAn96aAJfRpbkrV9zC0//hivL/zE1pXFzxprftI55x08aQ37UQtmJ7VxHnPnDtAV6xcdtHU9iZ9nfdbTEa5bbKh9457V1vg+vTjazU5Jb97wd24BuKULKopzSfN3tIuGtOssR/TDsLY6hTjRSC60U5OPLNdDjVpzeIST8mdWhWpVHiE0/Jpk7bWhIstpdAyFwWFZ/wCAV8+67LGpV17R8scSzxq9yvaZWeq0XboG7EDshH9oVOhz/mNHzHDc/wCbUPP9CvdBmN7Wpc5yG44/iquh8Zy5bOl736HWP2gy5bCj736BOMT+rXHuc4F2hzJ1IkvNaw1FCZyC9IJVj0wK77w286bSPqDhB50igzp0wyGowI5Edkf/ALYriupz++1vef1PnfWZ41Gv70vqUHrZG2aAlHGP1zX869XhqWdTprzPb4QnnWKS8yC+HFnxLNqfjI+1R/7Kq2/jaWKdDzZv37RJctG285BaET5k8eYrlHOcN7Q5LubAV8QFtQpIUlV7bBH/AMWu+aY8aPF+w/ofUGkSxoMZL+h/Q65mRSZb5IyS4r+dcEcz5hlU3ObviyK2v0Q1nCC2Tj3Kv+ldR4Lw41pd+Udp/Z4lKNeXflBd6Oxt/STSBI/2E/8A1FVrHE8sapUXl9DTeM541mqvL6ElriLjR16OP9kc/lXiafP75S95Gt6VU+/0PeRzR8LiN/Wl1P8A6OV/ZrtPEjxpVR+X1Pofi540Sq/L6nWSYnyjjyrg/OfMjqbnLPxZteFqSEMY/UI/vrsHBjzaT8zvv7Ppc1jU95gNsbnhXWOrt84roZ1U+lXSGcqR0cZPcoXgfmn/AKUAKNf3mQw+4EoAGT50AOHNQqLUgKaSSUHzNAPrZfF/Y436lA/Vp4JNASSL0+UK2stoJ/GDzQGl24SnyAp7A+goDUqW82g73HNg7kLFANDdXN3DpIPrgmgNbk9bicEBXv2oDSHCT5j6c0BsS80j/WrSf92gGb8vC/ldUfc8UAo0pAWCsn99ATUeewE/40BWtca7RY/skZI2GQtJW6pG9CW9wCsp8+DUAjtd9JEwZyJUBxsQpfzxpMf54z6TzlJ/CfVJ5FRGWQ0E74VbTHtLmso+oLL/AJSw/wBGh1qBHwpxakq/ADjBrGr7OLzgrj3g31t1zvU8SrXaLVB0jDUsiQ3CiJblP4yAHlkZyBxtGBV+MUikFKWHE8pSVJ9AORVeUQOERgUhROAe1UOaRVg2JjAgFKVL5x8oq26qRVys1SwqK0VeEOODuNRGrzPCDjgjn9ricsNobcUMKVnn8qu5KBqiE6SEKQSnPJT6VVkYN2oprUoxUtBeGm9vzjBqIoM02RSG3lOKUkFGCAr681UyCyOPteE80hxKm1pJTg9vaqCSBbaW5yBx61cIHCIoSPmOT7UATeisZwPXYpU4EFLfb7p7/wAaAKwtod+8tXPfKc0BgbBDSdzuAT6pxQGLlvhJThG4e4WRQDb9FNKORvP5k0APE33ccCMn99AOrddSp8fqR+VAFroe59p1pcht2/8Adiv7aa0bjF40t+8jm3H7xoz96Iavswrg/Mz5k52IR8Hg4pzMnnaAx8SLJ+x2IAklTjw/5RXSuCHm5q+SOv8A7OJuV3X8kEnp9IReNAaclIOf9CQwv2W38qgffivB4ooyoapV5ukt15M1jjShO21qtzLaXpLyY91HppnUdkmW19am2pLewrR3T5gitdtLudpXhXhu4vJqdjfTsbmFzTWXF5Ifp/om3aLj3KHEmLnTXFN/a1rIGwAHYnaO2ck81suta7c6tRp89Llgm8PxfmbjxFxLea5b0nUo8lNN4azu/MtBjCtQ5maDznM2sICV9RdSuKx8jxAz9BX0NwvvplI+ruDHnRqB04qOC3HP/kNf2BXDdUl9+re8/qfNmtz/AJlce/L6g866sBHTuWf/AD2v516/C7/mlP8AM93gyWdapfmV34ZUB20aqGRlMmN2PH3VVufHTxSt/NnQv2lPFG185BjEYbh9RXIeZnBednF2sLgiydb27i5w1Du6Xln0SHcmvorR4drpNOHjHHyPrPQKbraFSp/1Qx8UdrSo6FyXVoIU2tXiIUOykq5BHsQa+eq0ZUqkqc9mm0fKlxGdCrKlNYcW0/yB/wBUejlt6nMREzpb0Ixs/rGQCSnuRz/Ovf0bXaukSlyQUlLuNn4e4lraFOfZwU1Lue25Z9K2m22zTFqg2hzxrXFYDMdwqCipIJySfXOawdVubi5u51rmPLJ930PN1u8ury+nXu4ck5b48F3DTX0fGir4R/8Ak3P5Va02X3yj7yLOkT/mFD3kcs/Cind1xWP/AEcr+zXceJ3/ACir+X1PpHjJ40Kt+X1OxExhtH0r595nk+WHN5OSvjCb8PU8Ef8Ap0f312ngh5s5+8fQ37OXmwqe8zn+1c3Bj/fFdIOun0l6FIP+Z5W7geInH/ymgB1ryI05Id3KSkEnJNABLqBIFuthahPgy3clCkDACR97JoCv6au1zss5H6XU4/EUwC2htQOMkYP8aAIiprLSQStJB80mgMXLkwtGEk5oCPeko5wARQGov7hwEp9xQHqJWzuoEd6A3CcjbwB9KAbruSQr5gMUBpcuLZBwkH60BHu3Xw/wcDzFAZx9Q8gAfvoCl9S5pmz4uOQmOrjyHzZqAFfR+tFwLOww6wm42uSygyYDxwhZwPmSfwLHkofnUOOSc4CT0/DmjrvGvNgbXdot4SY8JmQrwXW1ZypLnrjHBHCu9ePe3Uafovu6mXSpOW5Jaz6IXPqldWrxcrfBjynkvtR27U380lTQBcWtaiMpQPvOEYHasSFe6nFOlB4fiXXTpRfpPc561Za9KWGC2+04/MU9uQ2be7vKVDyXxgfT0rIhG9k/Twl6yiTo/wCUZdO4MyY+tbeilXZXAYcmOKaZSTwNwH3v31fnUoU//JURbUZy/DExvnTDVkNlc6V4LTBdWfAjqG75T8wSPMDOKtQvLbm5Ylbo1MZZUr1b5bMHLzD7KEpyCtsgEZ71lU5xlPZlqSaW5BoDITkqUfyrMLIvHbRkpbPHqqoBpfIlqSV8YGBipy0DFqOyg8lfsR5VPMyMDl1TpaBBDiB5pFQSKNL8BsbslBOCD5VKbBYLHYpGoZYZibMY3LdcUEobT6qJ7VXkpOkNJ2O2afsUViJsW3sCi6lW4OK81Z86kEsp5LgCWiBQDd6EVk+I7z7UA0XbAFFQUCn1PlQGaGQBjcr/AITxQAL+1Rkc7sD60A5g3WOh4YX396AJegr1dLRdVzLMtn7Q8yY6vtCNw2kg/v4rzNR06hqdD7PcZ5c5226HjarpVtrFv9lus8uU9njodCWjTPUC76Nk3xlUJYYWlKkiPxg/nWr/AOC9K8Jf6jTP+nuieE/9RCLa6gJBUFQCkEA/6Pz/ADp/gvSvCX+oj/p5onhP/UeL6Oat6mv2167/AGcwoq1KSWGyg5PBB9a9jTdBs9KnKpbJ5fi8mw6Pwzp+h1JVbNSzLZ5eQpD4fNRaBsoXZPCfivDxHIkkZSVeShjlJ+lX9U0a01aCjcLddGuqMjWuH7HXaahdR3XRrZr/AJ4FE1Fa9fRwphNuiWwqyA8AVq/LPGa1SlwPYwnzTqSkvDZGj0f2babTqc1SrOS8NkU+16M1V0/j3a5NSmnFTdrkp2WjepRTnGP31s15oNje0IW1SLUIdEng3K/4Z07ULanZ1YtQh0UXgw0reupGq5Cgw1bG44P9ItgjA/fXi/4L0rwl/qNc/wCnmieE/wDUN1dI7jcbvcptyW2qTLWVLDYwkr7AgenFbbZWdLT6MbejnlXTJvenafR0u3ja2+eWPTO5KS5/USCFB8W1KWtraf1HOAMZ7+grWa/COmXFWVaalmTy9/E0254E0e6rTr1FLmk236XewZa31zqXU0Z+xy2mJLJcCloiRlFwbT7dquWnDem6ZWVzTymvGWxeseEdI0evG8pZjKPjLYr+ntb6i6VMTUQIIjxpy0LdXOiq+8kEAA8etZmoafp+t8tOtLPL05ZeJ6OqaXpfEfJTuJ83Jlrlku8sD/W/qOhZLdlQpPBSTbl81rj4W0FPDn/90ai+C+GYtp1H/wDIgMahk3HVOonnXIDjt2lqWtyIwySSrJ3YT37Vu9rSoWVtGFOXoRXVv9To9lRttPtI06Uv4cVs2+7zCFo7rh1E6f2hu3zNPSLzZ4qdrBuEZaHGEDskOD8I9D2rVtS0PSdWqdpzqM33xa3/ACNK1fhvQ9cq9q6ijUffGS3813kXrb4ptS6rtzsGHBj2Vl0FDhaUVrUPTJ7VRYcH2NlUVWbc2umenwLel8A6Zp9ZV5ydRrpnovyIfSXxK6u0RpuHZIbVveixSsoXIZKlncoqOTn1NelqHDdhqVbt66fNhLZ46Hr6pwjpmr3DublS5sJbPC2HV3+LHWN3tkqDIi2vwJLZaXsYIOD3wc1h0eENMoVI1YKWU8rc8+34D0e2qxrU1LMXlel4FH6Xa01DpHW36X05BTOuimnUhjwS6Nqh83yjngVseoWlvd20qFy8QfXfHzNt1Wxtb6znbXjxTeM74+YW5PxIdVITCnn9NssMoHK3LetKR9Sa0yPCuhzlyxm2/fOfQ4K4bqS5YTbb8JoEHUvqvduqM1mVdmYzTzSQgGMgpGBny/Ott0zSrfSqbp22cN53eTetH0S00Sk6NpnDed3krNhb8S7Rx/WFeybAfRTplqG32bpGwwuQlLq1klJPoKEZOfesWupUW5qRAeQWlJ3cpzg0JAnM1JcbzJzJfRhpKikpQB370AzF5mSAXXHifAb2p4/dQBHhzlS4LDhzuW2FHy5oDUuQ6knB3CgHkCQp0/P2oB24kg5Skke9AN3FqX3Hb0oBk+HmhnOPPg0BHO3A4wpXI96AwamqUcE5FAZLfyMk8UA0ekhs5GMUBWNSyA9Kb8/1SgKgBj6H6Cna4RZkrSGILpDfjSDsaVg/MVK8kjz9ewrCu7n7NTc0m34IvUqfaSxnAetXxbfYpGnHLZKbfRBkO+M9kp3qS2cK9EgAcAdhWkW/b3FabuMZklsnnCz0PaqclOC5O4i7lIvFl0CnUyJEmbNRb5DcWO/K2/qZJw4jaCAEk885PGa9uNy6tSNvBPlz3bLYwezUIuo2sgTk22bpjStpvFst6BFiNhU+Mr5kLdd/CFeWEpHNZlearS7Go8N5x5It004LniW7Rurm9VyLcyxORDcaWgLYkJCSkFQ5OPvY9vKvCr2sqGXJbeJnQqqpsi4aoS3qSe+ppKBbLYrw1yEJKVSFLVtSED0zzjvWNT9Bb9WXHu9gF9alT7Ze5EUXJc23FgNR1A/IpseWPLBzx3rYtP5JxTxhmBX5k8Z2A+TkkGvcME9KSCSec+tAYbfPtQGWfl2jmgEnKckHB9aEHoAU0UqGQTmpzgEjbFxW7e+y7IkNrcOQhAyg4HnTmYwETQ3V5ixWODbrtBeaYbSUNTGuQoZ8x7e1XMlIYNPXmDeozUqBJbktr7FCsH3BB5qQWJqMl0fOgY91UBpeZAXgMJwO3PlQDVaEbjyR7ZoDktclS+ckCgMokhYeHJoAydMLmpEpkFXOR3oD6IdCb2qZ06v0BOHCptK8e3r/AAoCvT2nIjq1HHzd0nsRQFw0VqH7LEjtIxtSDvGefYAUAarPcP0jYYpcaSjgqKT3TigA3ry9NXm9LQwE/ZY5KEYH3j5qoAC9R747qG9MWGAdzLawXin8SvT8qAvOmtNqtlsLSGvDU22FEp86AiXleHd8bSXUJ3bj2JoCra6n/oexPyJLqgtfKQoeR/nQEV0ybNt0VEU7GXDnTHnn5AdRtdVlRCN3njaBgVwzjC7dxfdlCeYRS2T2z3/mfNnH19K61LsadTMIRWye2e/8wFdb+pF11NGVbH9PSIcKNLJbmLJwsg48xj34rauGNHt7Rxuo1lKcluttjduDdAtbGUbyFwpzlHeKxt+p08Zm0sjd2bb/ALIrkl/D71V95/U4VqcH9sr+9L6nIdlv11sHxCLuFntK75PQ5KDcFDmwrBCgo58sDmu4woUrjQlSrz5IuKy/A+kYW1C64aVG5qckHBZl4dAh636m63uekLnFm9Pn4UR1ja5JMwHwx64rUtP0XSqN1TqUrzmknssdTRdL4e0S3vaVWjqHNJPZY6nMultJ3rXF5VbbJb3J007lqbQQAhIPKlKPAHua6tcXNG0purWkoxXezt11d0LGi61xNRiu9klq7pBq7Rsf7RdLSpuOf9a0sOJH1xXn2ms2N9LkoVU34Hl2PEGm6lPs7aspS8Oj+Zk10K15KZadRpqWW3UJWgkpGUkZBxn0pU1rT6UnCdaKa67irxDpVGbp1LiKa67l5+FC3yrJ1vTGltlmQ1BkhSM5wdhryOJpxq6PVlB5Tx9TwuMakK+gVp03lPH1OieuLy5PTC7NoC1rUGwEpGSTuHGBXIuHUo6pSb9f0OEcJpQ1qjJvbf6HJCPhv1+/bhO/QS221p3paccSl0jv9zOR9K7ZU4g0yjU7KdZZ/wCd59FVuKdHoVexqXC5vivj0KrY9NXNrU7dsMCQq4lWxMZCCVqV6AV7ar0pU+1Uly+PcbHG4oypduprk65ztjzO7melmmW4bEcw5CUBtG5H2lQwraN38c1xG74r1SFepGlUXKm8bLofOF9xvrNO5qwoVVyJvHop7Z2OTOoNqmwtSzI/2V1iMHFoZ8YEApCjjBPfjzrr2l3f2y1hUlJOTSzjxO9aLfK/sqdWU1KTSzjx/QpsuzyYakeKlADgODnNeue6aVWxxIQjgbkZ79h70BeIBU1HbbGTsQBQDlTLrvIyaAyjNutL5HA8qAmG1lTeO/v60BvYjFSCe/nyKAjLky4QrjP0oCrzIzu8+n0oDQhtafrQHklxaG+M+9ARq3VOK8+/YUA3btL1zukJtK0IQtaWtzh4TuVjJ9uapk8JslLLwdu9FdE/5vbBbES5Tc/7FPeZakJ+ZKylX4UnsPSuW61d1Liq1FtJpbeZs9nSjCO638SY6sW5kx4iQn7SqRcSGWkgJUsHgjH03VGiy5ZVJdMR+YvVmMV6wO9VlRLtpSz2gsSC/ebkltpMd3blCTtHBBwjPnmtnsv/ADSnzuXKvDY8ut+FRwllks3Gt0m0OWx95LUdiS4F4+6GkJCBgfiKtuMe9YlxJutldyRepr0N+8H106axHIy7nb5wtBYSXWmSSpSlbsAJ80nz9KzKd7KK5ai5slqVFN5jsKJ1F1BpO3mBfI7y4xX4iJ7CQFpVggKV5Z571MrSlX9O3e/gQqkobVF+ZfNb23Reqekt9kxExpM1izMuxpAUd7T6VAuEJHmrODmsS2lWoXMYy72XaijUpto49GCR784rcTyTPhYBqpIpPCmpwMngTtOc05RkSUbs471QSeoHO00ZJm2dpzjI7YoQEaz2B7XmmbbbzGcEyGostvIIQ00g9lOftKPoKqjHDbz1DZKCBJ0kpV1gPLlrs8sR0OKThMhe3Kxgdk+VUSbg0+4lLmDJpzWMfVFkYuUUbUujBb821juk/Sr5QPvHcdXgYyfM+VAaytPms59hQHIQOOBnPtQHrGUqzuAPmKAImg7l4UpGCBgjmgO9Phc1OgXaPFec2sSkeCv+6gDR1i0ZEsz0Z2AFNNvBWUHn5xzx7YoCiaLtT1yvbMYr8NlCfF3juPTH50AYte6glWfTsGOHkfaJLOw7E4ISOFK+tAAXWuok6dsjjqVASHP1bI/rev5UBE9H9BOO5vUtsLWcrG7ueeTQBWutrlsxlLS2llKmgsHOMpPrQA0vbD1sQVsIS9KcG8bj8oPsKAGnVCNJuVgWp0DxCrxiQcgkentQGNq1OvUFmh3V1n7K5KC9zO/cElJ28H0OM18/65pqsb2VKMs53+J8t8SaStN1GdKMuZP0vjuBPr7rZyVMTYTHHhx1oeS+F8kqA4Irc+EdNjGLvebd7YOg8CaRGEXqHNu8rGA9vT9r6Bnslsf8ornN9T+81fef1OS6lRzd1vel9TnLpq7/APeUSvOMCar/AJVV1i5j/wBvNeyjuV5HPCrj7C/QMXUmaF6BvQyeY3r7iuY6TTxf0X6zjehU8apQ94HXwox2YemNTzgkCQ/cER1K89iUlWPpk1vPGc5ONGkum7Ok/tBqTcLeium7LJ1i6rvaD/RiGoEa4MyFhTzUkcKTuAAHofPNa9w9o1PUZTlUk48vTHU1ThTh+lqs6k6s5R5enLs8sJzs8B4YJwdqhk9gRmtVuLfs6s4N5w2jSru1dGtUpt5w2vmc19FXtnxFz1/+ll/yNdf1OOdAa9UTvOsxzww4+zH9A5a61e5pjSc25MtodeZSnw0uDKdxPBP0rlmm2KvLuFCTwn4HFdH02N/f07eTaUnvjrg1dM9fOa+0NAvsiOiLJecdZdbbUSkqQfvDPrntWdruk09MulSpNuLWdz0uJdDpaPeKjRk3FpPcFvUO8o0b1vs2oWIaZDjCA4toK2b9ySg8+R863jhyi77SqlpOWE8ryOj8JW71LRK1jUlhNtZ8A+rmhK0gE4ISoZ9wD/fXLLm27CtOl15W18Dit5Z/Zq9SjnPK2vgcu9U9YP631UllUQMfYFKYSpC924BR5I9a7Zw1pkbC27SMs8+H5H0Vwho8NMs+1jPPaYfTpsUzVkdTbMVQGcBQ4rcDfiOuEB2N9nJS5uU0k58tuRyaAviICQE/Lj5Rz+VAScWAjGcZoDYu1jOcDPpQHqIQQAFIHegHOGUI2k8geVANZTDTwwAOR2zQEBOhhrcoDI96Ag3wnecIoDU+htaTmgIp1pIXkfWgH9laEiWw2gbllxOMeuRVMujJXU73atsOz2OA1GbdAYaBQtXI3q+dX5kmuJ1akq1WUn3/AKbI3GCUIpIHvWicp+ZptcTYyppapMlTqsFIKdrY58yd3FbLo1OUaNSWFvss+rqYF5JOcV4Av1jMlx+otiiOTQVWaAX5MFQc5UUkhSgoYCckYArZbXLoyk5p8z7vBd2x5tTCmkl0XePrDAaRCjJkrU2kcuvfdCBnJVz3ya8Sc3KbljqZqjiKQ+u0+ywFIkovENadinlh5SQDzhKMDuT3qI06k8+ixzRXeV1OttMhhbUp+K8pbiVl7BWNnmgJ88nzrIVCunmK6Ftzg9myl6203YE6Wdvum7uuM9JmqhJtIKiS0G97jgGM7M4HPrWw27lKkpV16SMCphTxB7ARAIxXpGOZg/KKqXQpYqqIEe1AIKwkgd6tFZsjMLku7E4BPr5UwB4XY8AhLQD7w/1iuw+lPIgNnQFiQzaZs6QUORnnS6nnkbB82fSqnLljkJZeC5s2uGuwLtiooLEjctxI/aUdxP76OPNHlYTw8oHmk7q9071o/bZKPCtU5wJSXOyXPwq9ge1WaMmvQl1RXNf5l0Cz9oXk4wjngJFZRaNapBUok5zn9mgOTQ0QCeTQCCSkZxg0BYNOSizJbPYk9hQHVPRDVTsKbGWlZC0KCgfTFAfQK5FnqB03hyUqBeGPnJxtWO3PuOKApenrJ+jJ7E3YYzzDmdyVfI43+IH3oCJ1PfF3y6vSCo+En5WgfwoH/wDc0ADZNwPUPqOxBYUFRI69iQo4Csdz+dAdD2DFqtKYZiteIxlQWk43eQGPSgInUN9W+gsPKJU2NoPoD7UBQLs4EvoICgCTgjnigK5qhLEuxOhThW40k4x6HuKAFlhlhjSdpQkFAAf+U+X601yPieHNqDfqRwnjGnzao37MQG9Y3ftGtHue4Z/urbeGI8tjj1s3ng2PLpyXrZ0POuG2aRngbB/yiuX3lP7xU839TjOoUc3VV+0/qAjpu9jr+Xf/AC5hz/wqrptxH+RNeyjsd1H/ALbcfZX6BP19P36Luqc92MfyrnWmU8XtJ+s5Ro1HGo0X7RT/AIb5PgaIvfOM3c/2K2zi2PNKl5M3jjmHPOh5MgfiPk/aFWnnOEj+2KucJx5VV/IucDQ5FW80HiTcNsgDPZKP7IrRbyn94qeb+pzXUKObqr7z+oAej72zrxPcz/sko/wNdN1GOdEa9SOx6tHPDvL7MQk9V53i6CuCc99n860TQ6eNQpvzOZ8N0uXVaT8xl0Cl+B0itac/7ZJP8RXq8VQ5ryL9k9zjanz38H7K+pVerz6XdWhxR5RFbx/8xrYOE48ttLzNo4HjyWc17QcJFx2uoGf9W3/YFc5v6ebqq/af1OS6pRze1n7UvqcwzJaUaruSlcnx1n/mNds0xYs6a9SPovR1iwor2UMtTTwsRwnnG4HI7jFeoeyMJ13MgxULcSUpZCe33hkYoC6pmpSEqzj5Rx+VAPI15CBjbuHfFAOU3UOEZbIHagMXLglRwNx+tAN1zto+YAD2NANxPRz82PrQGlyW2v5SrA9qAjJio4GTyfagICVMShzjkCgI159CzkKxnyoCb0rqV7ScxiazHYlLk74aW3k7glCsBbg9CAcA+VUT3i0Sup1gOuTOrOo1l0XYXEymIzLzk6W2ncFKCBtQg/1fM1y2WmToWk7urs87L8+rNmVyp1Y0o/mZX9NqfvAemyOTNbjxEoQCppLSfneWc4SkKUrg8qPavdtLWcLdScM4i+/q284/3MKtVTqNKXf8kBWBOk3PUOpp74ZcD0pEZh1rC3Fp3EkqVk/hT92vYn/CoKOEsLovFmJH0qjec7lrnWa23qGi2LcckKDSnpDi1qCVndlIA9Bzx51r8akoS5o7Ge0msM9jaYsAtkG2x7WxHceR/ptwktZ8FOcnb+Q7+9XO3qOXM5EckcYSHUi0xAyXotlYhsRFpSPEbSkhJ+6raeTnGap5pS6y6kYS6IrEiRbJOqY9rdYkt3KFbrg+++kBLKkLb/V44+9kn2xivWpLFrld8kYsnmrv4HMO07Ug9wMVsZgGSRwKqRSzIVUQeGgPOeBjNWmVE3pPULenLop6RBZuMV1ssvR3fxIP7J/CoetUyTa2eCpesnNR6JjvwDe9NvGfaCcLbI/WxlfsrH99Uxll4ezJaxuFnonhvpg8ohSVuzlRk+6BhSz/ACFJPmnGH5v9COkWy7JaQ8rj5T5HtWUWyqdUdCov1h+0sqUl+KCsgcbh9fbvWHXXI+1it19C9B59BmXSzXH+VGn0xZCh+kIeGnj+2B91f51lReVktNYLWpJB5aJPnmqiDmE+HngJPvQGva2pWNmaAlLVEy4VITgIG5Su2B70AZ+mc3wH2CgEjjBHnQHfHQbUi5lkl2aQVhmU3+rV6LHYfSgHF1efskKTBUVBbp8Pao52AHnFAC/qVqFVh01I8FWJUgFpvHcepoChdMbUYcdU55Kt7hzmgCvadVusS2kBZdb4S3wNwPufOgLBdGVXCK45Jb8B9xIXsQnBKewI/OgKxdoLbcbcpa9yEbEpTxkk+dAD7WUZcaG6kZAOQst8+WRQAbjylMadtKVZB2PHH/xFVzLiCGb1v1I47xTT5tQb9SA71Kd8fVT6vPDWP4VsvDy5bTHrZt/CseWwS9bDbc7hi5OjPYp/kK55d0/40/NnK72jm4qeb+oIenTuOtDjvPDEv+yquhV4/wAna9lHUrmOdBcfZRedZzt+lLinPdn/AArRdPp4u6b9ZzbSqWL+k/WVnoLcEJ0jfWEq/WNXIOLT6JUnAP7xW0cS0nPs5925ufF9CU1RnjbdDrqNpKTrZ+3JYfaYbbUA446T8g3A5wO9eXo17SsOftc7+B43D2o0dM7Tts79MBAlXVLspakE7cgDPfAGK12su0nKfi2zU7iPbVZVMdW38QN9KX9nWW4Lz/sUk/wNdGvo50jHqR1nUo50Pl9US8dR5vi6NmJznOz+daZpFPF9BnP9Bpcuo035mno3K8DpXaRnH+lST/EV6fEkOa6i/UexxdT5ryL9lFS6sTv+/irP+ztj+Jr2uGo8tvLzNh4Qjy2sl6wySrj+vTzx4bZ/5BWiXtL7zU82cz1Gj97q+8/qc53KSBqadk43OqPf+sa63p+1rTXqR3TSlizpL1IbXrKwwEnBVu7fSvRPWGcxlChDCVkAo34HrkUBa/GKkghXkODQGAl7VDkg+1Abk3BZ/EfagHCbgoEYUe1AaZExeDz38qAiJU1xPmR9KAZ/pF3PBJ9qA8M1x3g59/egI+ShThzyaA126yyrvcY8GPgPyXEtIUo4SkqOMk+QHcmqJzVOLk+iJSbeEHO86c/zk3O66c0rKtSZem7CmFAtsVnabyhrKpTjTn/vCcrwfvAcVjUZutFTawVyjyvAMuiOt1dPdbNXSNFU/c1J8CGtwjwmSrha1o/GQOw7Z71NxQp3MOSosrKfwFOcqbzHqdOdPNUWLUHRrUlwtulHZd7Al3C4atuDoCGnASdkdrkqVghOcYya8m9o08rtMvLSSXRbmVSqSSfLhAYsduTa7NbFN6ig6aW6FXNKHUmU6orO0JISn7/ckHtXrOKezjlesxs43TNOnOm03WOqZf2nqQqzxPDW6blMgvJbWc8ICUjOT+6qHC3js0kTmo+mTy/dPr3DW5Ei9Sf0qlz5AlDLqQsewVWNKdjHd42LyjXeyyQbGkepcuepl29OobSoJEh6TncB2IHftWFO90+Cyo58kX429xLrsWo6HvN1ESRqPUTNxTEjLYQhrcFuJznavABPPPPpVierU40+SjBr4bFyNlNy5psg2/h/gPx1vp1KpolJWGlRSSOe1Wv31JPHZ/Mr+wL+oi5XQGc26EMXqI+TggKbUknP0rJjrdPvgy07CXdIiZHRLUbMlbSEMupTgeIFEJJPYdqvx1q2ay8lt2NVdCNd6Walbc2C3lxWcfIsH2rIjqlq/wDMW3Z1l3EdK0Lfoi9i7W/uzj5cK5/Kr0by3nupoodCrHrEfaY0fDly5DWop7mnkAAMvvtEoUrPKSQDjjmrjrxa/h+l5FHZtfi2LZbtGo085ImWDW9rfWlCm1NhwZdBHbae/tVLqRlhSi1+Q5WujLP0aliH0s1ffJ14BZsbjLUKzNtZXJfeUdyt/wCFICee9ZaUVLPey1u1jwLDp7rJpG6EIk3E258DCkSGyAD54UOMVdKS4tXO1XZpX2GaxNbUnBDLgUCD7UAFNRx3umGvWbrFjqFrdAS6kdloPcAeo71g0s0pOnJ+XkX5emuZBgi3JEuO2+yfFZdSFoWk8FJHFZxYBcmPa1JCHLXGUkeSU4P76A1uWvT6iT+iyj/cdNAaVQLI0seHCdSD3Bd4NAXHSmrYVmWjwooG0+ZzQHSPSPqyk3JoIZSDwMlRxQBi1Rff03cnJewIG1KQAe5xyaABF+u6dV9TI9pK8RWiG0knjd50AXr50zesluQu3guMhOVNA8pOOceooAeSGpjKnHQlweEeSUkYPlmgLXYrpJnxg+pwqZUlLSkuHcAodyFHnn0FASkxxEd1CWmlEpTuVk7vm9eaAo2rIzrlrlbUjxS0VlKcjOaA5quNxahQYEZ10NvMIcS4lQOUkuE/yNabqun17m456ccrCNA1vS7m7unUpQysIGGsmXZ96cfZHiNkt4UM44xmvY0q3qW1DkqLDye9olrVtLbs6qw8hCuus7Su5POJuLOwkKBOe2BWqV9Jup1JSUOrZpFzod7UqzlGns2/AHGlL/EtPUlM6VKQzCUzJAeOduVJO39+a2qpbVJWDoJeljobtVtKstLduo+lhLBZNRaytEuxy47VzjrdcbwlO481rVrpVzSrwnKGyZp9lot5RuYVJ08JP1FS6W2m8o+33qz3hmDsf+yvMON+Il1KhuG5PYjjj6Vs2pV6FKChXhzJm46tc29GmqdzTcoyJ/VB1jNXHjRZLDxdUP8AwbfhhPPmSeK8ey/dnM5qOGv6jwdP/c6k5qHK1/U8/AIFxuKEynVBYKEgZUDxwOT++tVrQU6suRbN7Gk16calaTprZvb4gf0HqSBZupM2ZOlIisKiPNhxfbcocCt/ubedWw7KCy8I6jd2tStpnYQWZYRa9T6std6sT0WHcWZD6ynDaCcnnmtfsNMuaNzGpOGEjVtM0e7t7uFWpDCRLaKULDoG1Q5Kiy8hx9xSVJIwFK4rN1ewr3VZTpRysHoa7pdze3EZ0YZWCna+ULxdN0dYdT4SU7k+ozXoaPa1bWk41Vh5PV0GyrWVCUK0cPJeWdfWqXDiuPS/scsMobeYdSflUlIGUkcEHGa8G+0avKtKdJZTeTWdS0C5ncTqUVzKTz8Sha3dtc2Uw7bPBW4skuqbByTn3r3dJpXdGLhcdF0Nk0OhfW8XTus4XQgr22Wo8ZSiRjP8q2E2oiGpoLiSRt2oxnyz7UBaoctiWQ206HCB2HlQDgQsq8wT5mgNzcFXkc80BtTCUOcH8vOgPVRSscjj0oBhIt5XnHFAM121QPH8KAwTBcz90/lQDtFtUoduPpQFx0PaYljg3rUMuU7CdhR/BgLbynfJcO0DdjHyp3Eg968q+nL0aUVnO78l/uZNGK3kye6ZaK1RI0jrF2ymPbY1wZRGVenwEPJS2re4hhXkSPvqGABwTzish1I29JOXX9SjldSWwKuj9havvVGDb932hL7jiEOPq27UgHKsDuSnPHvVq+uXa20qz7l8yqhT7WooeIfeqKLPpvRkyDpdtcCRInMwEmI5tQhSjlSAB3+Uc59a1izvrutUUq8tkm8Y+B6la3pQjiC3bwRNstcplTw8chDiEsqShCchA9Cew5PnzWLVv6lRJN9DKhaxi84M7hbbfYbaJ0wBCuUkpKiM/hHuaxqUq93U7ODyXpqnRhzS2KNctVXi+uLj2eItJyNqYzW93jtlXlW1UNMt6C5qzy/X0PFqXdSo8U9kQkjSnUy4frGYF7Vk8EfKaysWEdsRLPNcPvZo/RPVe2Lx9hvo2p28sbwB+6qHR06fVRKlUuY9GzAa96jWdQW+zNBRn5pNuPGePSqHpmnz2S+DK1d3Mer+Rkz1w1JAmNvP26AVISQEuxFI/P61Zeh2sl6MpL8ytahVT3S+BJQfiMnIU4ZlmgyitIRhDqmse/1qxPQKb/BUa+DLkdSkvxRQ6jfEGw24krsG9BBDiBKyDn04q09Bl3VfkXFqS/o+Zub64WJbYbctM5tKU4SCpKwP7/zql6LcLdTTJV9S74s1yeoOkL6yth9D7SXE7SmU1lB+u3z96LT72i+aGNvBh3NvUWGV246HVpRciYizovdpUP1qVJKXWB5FKhXo22oKtiEpcsvkzErW3JmUVlF46baUtF46capu1tZlTTFmRnGIinAhxD3OW1AHC0qH76yataSrQpy2Tzn/AJ3FiMFySkjfK0jo/XMp+VZrQhi6KyudpZ4ll/d+JyKo98ebf7qyFUlb7VHmPj4ef9y24qf4dn4f2IX/ADL2O4s/bdP3qdAVkjasHLah3SocFJ9jWenndFg1/wCbbVdyt7ltXfm7ihCVuhD6sYCRzgnnOKx6zhFKU+4uQ5ntErFj6m3PRcNVobYE5lhxQbcOeE5+6PYHNVQqJxyyHHDLOpaD55/LFXyg1koz97JoDU8Qo4zmgNbbhbOd1AGnoWpcy9xm85BVz9ByaA6R1HfU2m1SZBVhLTZV+flQFN6JaFc1zcJdxZQJDxUVBJPJPt7+1AHhNxMe2uxLmtUVLafDQpzJcSoHtjHH50BDzb3b5La4LscpD3CXHGsJUoeefT/GgNTFpgRbYhoqBwdykNHsc8gUBWpV9admrKUFvCjnPISB5Y9KAibvdW3FtIQ2ltplBGwAc5OVGgBpqGyRLnLV4kZMYJWEhxTI5J8x6jFADe62ppN1kMKhhLLbxSlsgYCD+LP8aAHt6tMVqfPeSELQCAwQPvp7ZPp58UBRLpGaVkbBx8oA4AA9BQEW5ASrJ2jnyAoB5pzUFw0bKfdhJbfjyEhD8Z8ZQ6ByO3II8iKxri3p3MOSojDurWld0+zqrYnXOrQIObKtCvRMjKf4ivCeh029pv4GtPhuk3tUfwIC/dR7jdGFMssoiNK4OFbiazLfSqFCSm936z0bXRLa2kpv0mvErVpsEq+TUttIU4tauT3zXtGwHY/Qf4b4Nvt6L1f2P1SfmQ2ocrPp9KAsXUVq05WhmMhAHACQMAUAEbrb46nlltsJPsKAhJFhQ8olSBk0B61plhICgkA0BFatgpiIhFaflUVp/hQFATZbklfhFgIVjIC1AZHHP8RQF+0doS9Wuc6uaw2GnGsBSV5IPftQFyb0u6vBSjdlQSn/AHj5fWgMupkO2dM5KLc7LTdrqlsKfaiEeGwoj7hV5qHnQFS03rC3Xy4tQlRnIkh0kI3KylR9M+tAW9VgCzwnbQCTpxB3YWgkHBGe1AYp0vuVy2g5PYcUB4NLIUnc2gdyCQrIGKA9Vpvw07jt+UEkY5oApWXp2udbrfZruw3D0/bgJ9wdYe/XTZLydzbG0/dUlscq7JBz34rXG41q0rjOyeF+Xh5s9BJwgod5EdWuoG+zMW23xVMWRSfs7LMRBbaWhP4Ek/6tPf1UeTWdhwkqtb8Xcu5f7ljquWHT6nMlsu0rSV4M2AUIlpSoIeVyUbuCQPXHFV1YRuqfZ1OhEG6UuaPUkVdRL48iIhclpxuJJMppssjb4hGNx9ePWsVWNCKkkvxLD3L32io2m30LXp7rXeGZrYlwItxUTtSEJ8NX94NeXX0ejKPoScfmZtO+mn6SyEvS+idT9drwHrgXYFlhq2gJTgA/soHmr1V5VcirbSKXLS3m+v8Az9C1OVW9nmeyR0/pToxHskOPHgw0R2sBO5CRk/U9ya1+teuo25PJmwoqKwggWzpNJklKGGA4o9lisCV2l1ZfVIzuWmtP6XQEXu+2m2OpPaVObbV+4mojVqVN6cW/yJcIx/EyDd1n0mEgx3eoGmVv7vDLf25BIV6elXlSvMZVKXwKeaj05kTcHp5o/WKibdOsl4P/AKR1l9X0wOasu5r0vxJr4oqVOE+jTIu9/DJpqT4hf0/a3kufeKoiQT+4VdhqVVdJP4lEraPgD3Unwp6EKClWk4KT5eEgo/lXoU9UuP62WJW1PwBpe/hO0P8AMpFpVHV6NPrA/dmvShqlfxMaVtT8Adap+GbS1rjKcZlToS8/KQ7vyfTBrMWqzjvPBb+yqW0R9Z2XWJCQtxK2QhLR3o3eJxgDHr61rrg60uWmsyfQ9ZtQWZPYc2bSFsti7oZMKM7GnOJd+ypBQlCxxuBSeD7eVbpbWlSNOPayfMv+fmeDVrRcnyLYa3rRFhum3cqS2oHc0tbviLaI7FDn3hj86vdlWh+Fp/L/AGLXPB9UB68W/WGjdeyZVsRNu7ElwbnikuCUMfix5+/esuD5ILmWC295bPI40+5c+oernLs+69AtkP8AVeC2spKvVH+NV4U+pTnHQvM7Tllmv+IuD82ADjAqxO3jOXMnguRqNLDWSjKfQR8pJPtWUWhbvQg0Bi6DjByB3wKEDUtqUfPGaEnQ/wAOcDwpT0lX+qZwM+pP/SgLp1n1AYml3G0qwp1YT+XegHPw2a9XpxkKS5jcfmBPf/rQHVD90ia2iGSVsqeUgJcUpAy56bx6+9AVK5WxtLex5rxduTySNvGMDHlQEM0G3EuNNJW2And/pCwSFdic+eaAq2praWnFPtNONuLGctrGxeOxJoAP3ibKiTVSl5wr8SF5BFAYPajhSGXUOOv+MhsBpxZylR9MeQFAU2/vB0J2q3gpG7HYq8wPagBzf3ABjYeST83cegxQFLlfrXCOCM9/OgMFsJTQGh6OkDtQETJaBJCU5P0oCT0zoC4anmNtMMKUFHyFAdf9H/h6t+jIbV1vqE+IBuSyfvK/wFAWzW3URtpvwGCltlA2oQngAegoAIag1Aqa8olWc+WaArSni4r7ooD1AUtWFJwPM4oCWixm1pThIV9RQFJ6uKcSzbo7McqV85WQOBxxQFc1JAlW2NZQnwlu/Yw6HFDk8j9X+XrQBihzolxhxVOrU2pKUrKAcbVgdj6/SgMnXoqyhwuNktq8RGfwrHnigB/qzQr95ucmcu8IdcdUXClTI5J8uDQEGjpbMjSGpDN3jNuNqC0qSggg+VAS7kbVcJKCi/svuFRBBHCQPMkj+FAP7dc9SsykImPW+S0SNykIO459MedAWORdVB7wUoG9lRS8M5IPkOO1AbI8ta+Ep2A9x5UBJzbfd7bo+6aragLn22A+0ytsOAb3VDKUIHcnAycdhVubxHrgldSI6Ka3ckO3+8akw9dLnJSEKucnLJSOyEs91KGB344HBrEjSVOMVSS27/AvOTk3zMImsmzrWwrZnpW/Fc/VtuJwktH+okABI9gOackOtSeX5kc0ukUc66t6Jaqs0Vm5pgG522StaG3oQKzlJ5Ckd0mrEbilzOnndFxwlhSx1KunSN4ZIL1ulRklWzc+ypsZ9Mkd6qlXppZyFTk9sB16CdFWru8LpchtjBW1BPdwee3Pb03furzLu67L0Y9S/Spc27O1tJW+BAisMMoQyw0kJQ2jCQkelahVlKTbfVnrQSSwFXTjVvdSFOKG1PICTgEV5dRyXQyo4OM/+0U+Iq/aa1VbdA6SvEiywhCTLua4Lmxx1aydiCscgBPOB3zW26Bp9OrB3FaOXnCyeVf15RkqcGfP+dcJE5xTsp52Q6o5LjzhWo/mTW9KKjsjxG2+oyUrjsP3CqiB9ZNQ3LT1wZm22dIt8tpQUh+M6ptaT5EEGqJ041I8sllFSk4vKZ9jvhq64p6q9CNN3yfJ+0XhDSodwUSMl5vjcfdQwfzrk+oWX2a6nTituq8mbRQrdpSUn1JbUWqIxKu2fWqKdJlUpIAnUTq7b7UtyPHcalS+21BylP1I7/SvRjFr8PUtYz16AZnXy6atkONNLUXltqfZbdTtL6U/eDX7RHpWVSs5VJc9Tour8CJ14wXLDqY2huJFjpdj7l705Lijyf8AD6VvNvbU7eOKa/PxNfqVZ1XmQ7emDaRtSM+QOayyyMXHsZxwKAbmapo5QShSeQpCiCDUNJrDBHtqDK1KQ2EFaipWABuJ7n60SSWES3ndmpw4Vwo49yKZwQCREzHoKkG9FxSMZIFAb0TkL7qGaAcMvNLWj5hyaA6K6MyW4tqkqQRk7R/A0BH9Z5qpFmRg5CVkmgKloDUS4EdG08A+tAH7Q3VJcNbf6zH5/wA6AN1j1hbtQNJQ8pLaj5ntn6+VAa7zYFKK0sttuFzKkkd0g+XvQAs1XdbnbnVRH0AISrASeApI9B50AMrveGw6+j7N4LbhKSUI/D//ALQEHJiQZcZLrSF7kjw93mtXqfSgKncWiEPtBJCgNyQkd1A98+ntQFL1GpSmkxVJ2oQnMhQ+8pfknd5d6AqDrbjznKQNvAwnGcDFAbEQnVqHyE/lQEhD0dcbu4lLMdas+1AFfp/8MNxvS0PzG/BYHKlOcAfnQB/sWldMdMIaRHbblTEj+lUPlSfYef50BU9ZdSvtZWPEUc+hoAOX++OTXFlKj+ZoCqvOOKXnmgM2kuKOSfyzQE1b2FYwSRmgJVCUsMKd8RStvG1Pcn0oCj9QyuNEgKU26Xi4t1Sic847UBU73Nedbt5WhSY6Y5S0lauWzkZBFAX9ZcY8J0ZLbqUJWQOArHB/uoDNyK6rlSVelAetRNxwpJBzxQDpNrWBnYaAxTaVNk5SQSScH+NAYPQvBQChB3Z4Gec+1AYRHQpW35U5PJ75NAS7TcgJBSUEdgSO9AQ+rbrquyXLSQtvjNMTZLob2p3IUsYSogdsgHv5Vh13CpGVN9369C9TzFqQ6To2y6ZvEWY5AjRbhFeDiHnHc/rQc55ODzzV1KE4cjedihtqXME9vrJrOZym+x1JJyNjbIP8BWD+7LP+j5svfaaviS0frNeoenr19vvqIclltMqPKKUIVtTwtHbBJyD61hVtPoQrwah6L2a/UvwrzcJb7i0x1GidQ+n1p1PrpEG7MNPrXbrGhzxPHcQSkPyUjt54R59+1ZMbanb1GqEfSfwSLbqSqRTm9kV5XUK4NzHHIbLEdgrJQwEcIHoKl6ZSkvSbyQrmSfQm4XWW9RFJ3xoygPI5BrGlo1J9JMuq8ku4nYvxDz4oG+3pV5fI+axZaFF9J/IuK+a6o4q6865ka/6saivMoFtbroaQhSt2xKEhIGfyr3rS3VrRjSXcYNWp2s3IHKtzqgBlRPkOazCyJcV4DJaWB6lJplA1FCh3BH5VIOxvgLv13mQtT6dg/wBClbU0rWTsaz8hJx5dq1fWKKfLWa6bHpWk3vA6kcatbKpbdxvlsuVwZ/2Bc0MRyfRS+5+grwVCpKKcKbw+/GTOcop7yWQAL6ZPnUV7usR2wPOypBWGINxSpEdPkhIJ45rYbS7pUaahKDyu/lMGtTnOWU/mVTWGtI+jZjdh1BEkOoKBJQYv6wMk9lNuJ5Qr6V6ijTu12kNn06fVd5i5lSfLIG2htWPwb1d48Bi4XXTQdLiJbiSpTKld95989qyozUEozayWms5a6BRW/lGcnb61fKDFx3KQkncBzmgGa9vHJKj/AAoDDCPIK3Z7d8igISbpZE+St9xRcUs5yskY9uK8SvbXEqjdN7GfTq0lFKS3BiYy/L+de2YBiWXR+HOKA8DaweRz70BuQVoUnIPHpQBo6S6i+zsusLVjekED3H/QmgJrVcxq5R1sPK+RYxn096AGqLZLtMhQSNzZOQpJ4oC02bUxtaQt8hKR3UpWKAn4XxExYb/2eEpb6kd1N5KB7bu1AG3p114cuMVBXvA/YUcigCUjUFj1NGUiVHHiKJ2uH5tue+B5UBEzumFvmtkwnWylRO1Kldj+dAU+6dG7iiO42ywpaSor3JTkEnuPpQFKndGr0lpbLbL+VEnepByKAgV/DheJYAUw5uJyokH5jQEhb/hXmqUFPo8MeZWcfzoC12v4dbHaylc+YyMd0o+Y/wAKAs0eBpLSKMxYiH3U9lu4x+4UBA6k6qfIW21hCBwlKOAPyoAV37W65y1AvYyfM0BTp0pL+VKkjnJoBg074icBRVjyCc/voDMMIeV+Pv8As4oBw3aEJyVNhXuryoDMMtM4IQc+WDmgNHirekBKchDfJ9N3lQFb1q/4wjGQsKb8RbaSDg52+ftmgG+uIenHbLp82v7S5cTAUiey8jCGnARgpPnx50BaYa4c21ssLbI2thCsE5PHegPYbLDrakuOqQ42rarOfyP50A6TCZUk4eUv6HFAPGbewk4U68R5YOKA8ctLLpO6QoD+sM0BsFjjLRgqPbueDmgGLdqYa2LYWS2pOcdv4GgJSE74aQ2EqXz2Vzz7UBtU2tOqS6qZLMeBGLDMVSsNtPqGVqT+z7j1rx6CVzUnOS2z8TMqPs4xS6nuqbINe2uPbryt+RGjOeIhIUEkKx3yOaz6dvSpS5oLDMeVSUlhspB6FWUFX2efPjOp52odyayMFGTbbei0MXKKu43KbdrY0srXBeUUhYxj72eDVqpGTi1B4ZMWk90WWz6Tt2l4oiW2ItMdSyrJJKle5PnV1LxKWTLMRsgBTHPqTipApMB1aG/DbQMKO9Tiskp8gPSgG6YLqVoOG1DOTzwaACV36epjamuTk6M4UuSFONuL+4pJOeKxKs5xexWkgydDdI21zUbSm2o8duKlEp99EZLziW0rHCEH7yldq8a8qSUPPbwMyjDLyW7rrpbTGpNaquGn7bKsVuubYW5GkseGhLhJBUj0QVDt5HNWrWpUp0uWby0VzimzledZ1W25OsSUIQELUF+Jj1xXt83NHKMXGNiz9LdeQenky8PRr8q0i4RxGfaj5/WJCt3JHlkVX2UaqXarOOhTzuP4S92DVlt1jcVwLTNbmythdwoFJwO5yfOr8pxprMnhFpRctkX7T/SYXu4X/VE+62fTFnhwg14cp9P2idKSjcG2Wk8nJ7qPbNeTaYoua5s5exmVv4ijt3AYetuqtXJWidITYoC+DHj/ADOKHua9jqYZY9MaXh6UiOswvFAfx4ynHCfFx2yO1Q4RbTa6DLJsEZ5x68VWQZLUCMYyPrQGhRRgnbtxjBBoDWHQXi4E9/4D2oDIuhHAUrA/hQAexuV5YoDLbx3oDEgj/rQGae/b86AnbBc3ba+laD2Oe9AXF+4M3ZrPilhwjnAynP0oCuzLTIJV4d0UhPo2CP76AiXdORluBUp16aR/79ZKf3UBIR4DTSUhDY2DslIwB+VAXLT+of0btSlsJA880ARLJ1BcQAArGeKAtts6pKQgf6STtOPzoCeidVZLagfHGD5A4oCYZ6tyMKCn1ADsd55oD2R1Rc8EqLzhSrKSpKs7B6n0oCBn6/K2VpZdUtwJ4U4rI/OgK9dtbENpC9ylHAOFdjQFEuOr0TkKcYWtbZJA/KgKfdLut8nYSaA0WKxztU3iLboRBmSV7G0LUEgn6mgG11sT1pukmDMUESI7hbXggjI78jvQCaHhJ2pfPHkaAfx30gI3rClg5qSR8twOjGQM81BBM6X0BI1u8+1BktxlMpyp58fIFHhKce5qVjvAtT9B+oOlLQ/JZt7d6jMqJXc7Yreyn1Cs+Yq+lS7yj0gG68kPw0w4EpxhUxsqW42hXzoJHZQFW5cn+UqWe8hLmy+1CgqUXTIW2OQThSOO/uKtkhgstqm3B9ceBHflOiOl4NsN7jgDk+31NT1BE3K9KtMvdKivxwPke3oBIHkeDzirvZ7ZyinJG3DqJBtyknLCwfNLuFfmPWnJDvkMvwJCxa4ialW6iE9+sbTuWgjBA9ferTSXRkl8f6fa0ZhQpbdnX4UtkSGzIWEZbPZWDzzVUVF/iY3K7MTeoCXPtdsWhSOyQ+klXvjPFVcsO6RG5DP65jwiTLj+CpPK0qcB2ijjFL8Qy/Auum5CbhGTe4xXItrbYd3pHyZH3R/vFWBivOu6nZUm11exkUo800Rd10zObgpl3m8C3MuFb6mUDMh1ZyonHfaDxmr9nGNClGOCmq+ebeQPXbqRKE0ohJleEj5Gdy1J3c+fmSaze1WPw7ljAZYuqGLew0ZTL8Za2m1Fox1ZZO3lK1Huc81QqcpLJVlIkY+vrOy0mS/IK4+4DZ4ZSpZ/ZHH8adlLoMo8i6uZluBhuew8+paihsIKSlJ7J/KqXCUd2hlMl4zkmS6hAQEqWcAEf31QSPbveLMu0wWIzL7F0aWtuWt77qyDwUD0oCKitqfc2pQok8DKTj60A4gR1uxggpUtOMEvNYJ+oNQwTdssyoH69iEG1nHzNJ2qPoDircoRl+JZKlJrox7OjrdQlUhnxggYT4i92Oc4Gfc5qlUqfRRRPNLxKLdtG2SbJcW/Zoz77qipSlI5Kj51cSSWEU5bIdvSdhLQ8KzQy0ScFLIqrBBth6et1rkKkQozUN7btKmmwkkefIqmUVJYkiU2ug1vVqL8u13FT7pLMjwNij+rAUDg/XNebJKjdxwtpL5oyk3Oi89xLsW1RQpXiAEHGE9816piGT0LYsNrdc3e4yKA0LirTyk9j5igGzjvOCACB3HY0Biny+bJPpQGRwUg793OMHuKAwKN3IVx7UALEJaUPQelAZiO2TnkflQGaIrRP3sGgNzcEHstJ9qA3IhqR2HHtQDpsLzjOOO9Ab0I5wtw/lQGxTbfGFk5oDYlLeMZwr3oDY2rbgpCD9Fc0A8ZuL7eMJAH+9QEjHv60j5s8UA8VqUqbQG1IKgr5vEJ+77e9Abl38rcbcZeDa0cZVk5T5gD196A3K1G4+yUuZUnHIPmPegN/wCnJAG0/KBj5fIenNAR8+a+7IQtcoIxk7UjhX1oDUmShxxKftAUojI4wcUBokSg0+lIWgpCcqyjJz5YNAMXpQTl5vaHEZ2qRwU/SgGUu6xWAFOyEF8jlAUVLUauRpyl0RS2kNV31MZJMtn7MCMpKlAqP/COau9g+5kcxN6NvGmdQx72xNlSmpkaMX2Wm1Ib3Y7/ADE5z7AVQ48nVpk5yDWb1GjRlrMN2c4lP9HlYyPc1PaL+lDlIGf1EuksApSW3N24u+IoKV9QMCo7WS6DlRKaX63610o25EhXyYxaH1D7TbmXSGXk55G05wcedUSm5dScYLX1V15a4N8jxdF2pFrtu1Mw/aQHpCnVoAWFuHlQ74qgkhuoEyzQxYoOnJH2ltq3pW/KKShS1rAKkHPcpVxnzoBz0N6qam6d6qmSY0+QA9Ddjvpc+YBBT557CgB9d58q7TX3HX3FIdWVBO44AzxQDBu3pKjkgEe1AXvpFZ5K9VpfZQrwGmleKrHGDwBQBc6nfEbdk3uVBVMdWmOwiK2k/hQlIASPagAtdeodyu61HxvC3cZUc4FAQlzYWgp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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "==============================================\n" ] } ], "source": [ "get_results([data_fuzzy[\"results\"][1]], url_titles=df)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Game 3" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "==============Fuzzy Recommender==============\n", "Similiar to: \n", "0.\n", "{'all_categorical': \"['action', 'adventure', 'anti-cheat', 'cloud', 'enabled', \"\n", " \"'massively', 'multi-player', 'multiplayer', 'online', \"\n", " \"'open', 'steam', 'survival', 'valve', 'workshop', \"\n", " \"'world', 'zombies']\",\n", " 'price': 33.99,\n", " 'title': 'DayZ'}\n" ] }, { "data": { "image/jpeg": 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", 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "2.\n", "{'all_categorical': \"['access', 'achievements', 'action', 'adventure', \"\n", " \"'cloud', 'co-op', 'cross-platform', 'early', 'indie', \"\n", " \"'multi-player', 'multiplayer', 'online', 'open', 'rpg', \"\n", " \"'simulation', 'single-player', 'steam', 'survival', \"\n", " \"'world']\",\n", " 'price': 7.19,\n", " 'title': 'Savage Lands'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "3.\n", "{'all_categorical': \"['access', 'action', 'adventure', 'cloud', 'co-op', \"\n", " \"'cross-platform', 'early', 'indie', 'multi-player', \"\n", " \"'multiplayer', 'online', 'open', 'rpg', 'single-player', \"\n", " \"'steam', 'survival', 'world']\",\n", " 'price': 10.99,\n", " 'title': 'Rising World'}\n" ] }, { "data": { "image/jpeg": 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", 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "5.\n", "{'all_categorical': \"['achievements', 'action', 'adventure', 'anti-cheat', \"\n", " \"'cloud', 'co-op', 'controller', 'editor', 'enabled', \"\n", " \"'full', 'includes', 'indie', 'level', 'massively', 'mmo', \"\n", " \"'multi-player', 'multiplayer', 'open', 'rpg', \"\n", " \"'single-player', 'steam', 'support', 'survival', 'valve', \"\n", " \"'vr', 'workshop', 'world']\",\n", " 'price': 44.99,\n", " 'title': 'ARK: Survival Evolved'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "6.\n", "{'all_categorical': \"['access', 'achievements', 'action', 'adventure', \"\n", " \"'early', 'indie', 'massively', 'multi-player', \"\n", " \"'multiplayer', 'open', 'simulation', 'steam', 'survival', \"\n", " \"'world']\",\n", " 'price': 5.79,\n", " 'title': 'SURVIVAL'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "7.\n", "{'all_categorical': \"['access', 'action', 'adventure', 'building', 'cloud', \"\n", " \"'co-op', 'early', 'indie', 'multi-player', 'multiplayer', \"\n", " \"'simulation', 'single-player', 'steam', 'workshop']\",\n", " 'price': 14.99,\n", " 'title': 'Scrap Mechanic'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "8.\n", "{'all_categorical': \"['access', 'action', 'adventure', 'cloud', 'controller', \"\n", " \"'early', 'indie', 'massively', 'mmo', 'multi-player', \"\n", " \"'multiplayer', 'online', 'partial', 'simulation', \"\n", " \"'steam', 'support', 'survival']\",\n", " 'price': 6.99,\n", " 'title': 'TITANS: Dawn of Tribes'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "9.\n", "{'all_categorical': \"['access', 'action', 'adventure', 'co-op', 'early', \"\n", " \"'local', 'massively', 'multi-player', 'multiplayer', \"\n", " \"'online', 'open', 'rpg', 'simulation', 'single-player', \"\n", " \"'steam', 'survival', 'workshop', 'world']\",\n", " 'price': 13.99,\n", " 'title': 'Dark and Light'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "10.\n", "{'all_categorical': \"['cloud', 'free', 'local', 'massively', 'multi-player', \"\n", " \"'multiplayer', 'play', 'single-player', 'steam', 'to', \"\n", " \"'workshop', 'zombies']\",\n", " 'price': 0.0,\n", " 'title': 'Mahlone One'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "==============================================\n" ] } ], "source": [ "get_results([data_fuzzy[\"results\"][2]], url_titles=df)\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Game 4" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "==============Fuzzy Recommender==============\n", "Similiar to: \n", "0.\n", "{'all_categorical': \"['action', 'cloud', 'controller', 'fps', 'multi-player', \"\n", " \"'partial', 'single-player', 'star', 'steam', 'support', \"\n", " \"'wars']\",\n", " 'price': 2.09,\n", " 'title': 'STAR WARSâ„¢ Jedi Knight - Mysteries of the Sithâ„¢'}\n" ] }, { "data": { "image/jpeg": 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NEEsIU4OoTxO0VSwEYP213NNt/wCOiwwsm6uW5QpIQEIrSp9A07USVj2xOUyVcyrI+zkCoHQU0cJGDAMpSVnkAVuJXfkNBsOQnqYvronf2rziQxHkwXlKRt6elSdeig8iuET5UwlqzsEWgX/WP+Gryk+EPj07inSocv7APEbHxB/HUwg+VqFoRA7EthHyiRQTJt7hLALWmwXYUprxCQPVOClRVQOJCs4PgfroyhJMEalW5q3OpHoPIU6V89eXnTiRPEQysoH3bgcvyr015VMl1wAsarsaNyJAAJY16jUOqbkwZnR1ckVFVJ8KDpqFQ5UgIs8alACxqWqd/wCGo1QeuV97rf7XAe3Tpt9v4dNWU7EeNrJx4nfjvUdNVBHalIVrgtrv0mlNyT9Ne3DtRQGT0drcL9Iy52bzp4aicgrxynI7WVm4qp3+00/46gSBLA5TVdWdV6Q+LscsGPhAUcmCg+FTru7fLCI7k3zTkDsXsj4+sv2nb8ZH3SGvlso1zPIk81x3KlusVN+Xch+tHaA7IvEj6nTXEj1T3Ajh1huVmIj3NCBxP0GtuAytuAcrJu5rotMVatB03ADEdANX5tnp04XWUR2VLP71jJIfcHqBqtSKgnXzzk2ZK8C2iHPyEpoeTDqw8PprPEkSJwmt5CVL8RyB366GQrMvifbBcE1c1PlQalFGV1Jl5cgNvMbk6oQyuRhTIkMnEqVLinBzsKeFRob4QwURtyjDlIaFTSg6k+J0jKJJRNNFNeZPTXZR0H/PQTEkq0U4soI3qK/cD0OvEBEBS43SOVAx3b7R1FT56ghkQuVORE5esCu5JJ/4aUlE7tESIw6Wicz6QQq7g+GqSJ7F5PRMQeJPqO4/Dy0GyLqwKMWEnKRSpJKf8th+Ws3kR2y8uUeJVpxyB+XIncg9aDXP8kZKMJFWC2EUUTXEoPCMEmpG58BrOhA2TYI0nJEQo8ssXFWuAJZm9SVFasdwAPAeWuvFgqrEAGHUpmMS+NOqEz2zSQ85i0F0zUIb/wBNa+Q1lTlIlzkdE7XYBJhkfegt3iryP9eNRMpJ9xmFUJHXcdDpunkEFyEwZxlhCJXgtcjYqz+xHFWWMOSRuaFAfJq7a2uK84ybLZWfyQQHVX7vtBlTk7EEGKJK+xUN7hbdTU7jW5wTKBBiMdfrXO8mcJx2zy6wqSxkTLpY2oeZnakS0PKlRX+FNdiLBZXuJ0XzWXClDnxqryTIY8FvWK9jBWUVvbuBmFtYjfSgV4RyE8EAH8w/mOuX5RnIuMdq+zxl6MBWGMm+pV+9tbixvbbLEvIbpywL7sGQ0KknwPhqtc9w2jQBx8ElbWa/6kshwjl7PD7cdyYeMzyFbI1CxxQEUJZf9THptqtcevaVobRXW3U5+ncgttLb462kkZC98I+SofU54k7k+WmCS4DOsm+xzg4KpNw7Xj3F5x2eQNxNQD5000YkZWPEmZbsUQW7rNSJQjbvRj/w+uiRznohGti6+RpJLgRRLyK7sXNDvt/x0XXRBkRKYARs2ihoY1BYQAJ58q7nVJnoFp1xLKLdUjfgg9tx93LY0HloR7lYkRUGW7rRSW4/ySHcEjyrqIwdJ2XEZZNG6UttVUYVVj0GvCJ7V6vlAhyFIoHUOGBp1UkUJ8xrxB1XjN9MqJMCA3MhU16vJSF88aKDKyshcjkoNDTWhBwsAwMiQo3BEIZo2MbfbU7j66acsldg3KTzjVR7dQW23FKaD1zhNEsMJaSSsrWyEBWPCSorUH/7NHcMlbNXKcjDIqKK0kPoqamnn+Wqbcuna3rg/UriVirxP6bCtfro40ZVkHC6zlSCwFABXz3GvFLFKgC8WkU+g/yN9eh15eKd4sqh1AC19TP0P0FNeVV8yQMWdUMQ5FvarUAEU2PjqFXKb6Ao3/cPoPLXlUlJCl1Bj4sATyB1DOqHKkwR+2OX/pSBg1OtadF14Khi5XOK86U2py5+FeNKfhTUq36m7ldVniVKHiVOzbUr+GkthKHXIAZSXPBeakBVB9P8o/HRACyne/RIiuJQxKr6geTbVG/lXVJQHaiVlTrHlLeQxJuCfWKbiuneBVvuiDq4T9PmmzL1F8f4724LWHiKuF2AFPy12nKOfglOVPdIleusLbLZ4m0gAoEjBb89crMvIrkLCTJYT8kX37vNT0NaMR+Q1scaLRXQcSLQWT5y4VEfcVpvv01rVBytbjxeSx3uK8HuOpG4b7/Dcf4az/dZtFguql8oHcqdI68irHim5ZqA0J6fx1wl8nQyo1XNVLUP/wAeWk1cLqqHAUNz5bAgasrjCjOvrQCqAbcaVNR5jUI4T0VvGnJyOLMPuB9I/LQiXK8S+E8jAsCF5BTtTYUHSuhSDF1DMpvoD8IwSj0Yn/STpcyyvAkhTolLQkV5spoSdjqp0VgcqRxq9D4CjU8AdLyyUYaLpBhdUDdCSG67a93IgD5TscjHg5O5rWu2q7G1VsaIlbCp2FSFrUE0H0OgSDOrBSFibmSRQjp5aSsJCLtRjHQAU5DduoprPuPXtVlccTDSirQg05Cu2sDlHLBXBUD5He7W67dwuOdkuLy7FxIE+4xwkA1I8N9aXsdcT6k5fpLDxWnwJbhOXYmM/m3hvIre2h9bPxQowUqY/t2JqR+GvbPUMiTlavE4/lclS4L26uLlLiVCt3VQ7nYDzB8DXSuRLGqHOmMImILhTu4I7mzIubKWGMXCmQW8pCQyOo3Ip46LCW0kn5XSnClGflkCW7NQshuMkl/drBcxiGe3YSzwkllaEtQlPw666uikV1vHSTJu8bpmA1AfsQPvbL2lrdQzWgS4yClJYY2BZZUH2AgU3Ouh4lQgHLYXD8uUqw8RukSwHXv8AgePxcOFyhvr2MR3c8YKNIAqRTSHm4XfY8W9I0ybXiRHQI9PGjw7N8j5iA/cT9MqwYhUkuZltK+7dKFE0jVdnTdafSnXWXe0q3LgBa/FgJ2xB6khEpsLd3sEdhfSIkEbtMJVJJYCnFB/x0txr6dwlEdPvW1PhTA2nIiUjuOx/ptXyDA3t3ErRxP6OQQUWg8Px17i3Ssdu1A5LRAG7GgWeX8tykqIJwzItOaEghW6qSPLWrBgM6hcxY5PxTMTw2UE8kgq6ceCsSQT40GrvIyxol2FbntSCk8gSQA8HX3AKUNKVP5DViSzKfKRuOFNwFhLOlxlo0VreMiPcVPJhtv5aYjNhlV41Aslu7EYRzFHDC4CpK3HkaVB0vvWlKpnKB5Nv1PaO3tVHOimorqIycpXynKHe4XrCeLQRkffQCh66mcSNCljZHcxTf7qKntPGOINFP8A069tIQ/VhE5GEtFsnJ9sKXG/Hemq+YlUlKDuMKO7JKxjc1qPSBsBosXiUlcQVHKBFbkKgbV6aYEy6XnWIhQ5iqOOB5ACtPKun4nCxL2BdddwCOS0HViCAOPlXUyAKqJgxdfPNFVSnIBQxCOdx5b6oRgslPWIBfTCIceKKGYqSKKabH6apvDrp5VeUGXYE0wmdEBNVVKIevp8gNq6YjLqs6bBwvlCngW9QVQdvS9egFTqSQkyCEtOPLiu6gnbpU+I1ZeKeEbKv3cLdv5uoB1Kq6QqqxdT4/ax26aheK+UghGpyBbiHG4r01CAQvinr4EVIY+odPrqwUB+ikK6xOCTyVVIUjYhj4aoAvCJSeK+99g4f7nKv/TT+NdWbKs4dW2Tg8lOIUE716UHloCRdLoOYAUEr9en4jVxFXiUuNt2AWrN5aBIFNQmrH2pZ/uMrCHWoDEGm/TzOt32aD3GR6BaPGYuexetPjvG+9f2cHHoVGtfkz1WJyJ+Ur0leSi0sZpa0WKM0/IU1z4yVzsBukF5i7mumuL+eStTyOx/x10NUWAXU1horMe6LgxxOR4VNNatAytn2+G6xY/nJX9xkArHWpr4g65T3S3dIgLaMnKrknEtWpqftPgKeFPHXKzyrDRI5hKkceAFCCfVXS+0hejlRkNZT6mKHdSNgPLpq4gU0GZLeUsqlWqtQANvuHiT1pqrq0SySswYlGAAr6SqmvL89UkAyvtUm3RnLMpJA+9RsD/GmgYVJMFOj5Bgh2FKsvkKih0KUFAKJxtyTkv8rbsetPDx1ReAZOrMPc4A8iep61H00CUcoz4StwvBzseh8Pz0NiCyvEumyCgBDAqGoq/8qV0SQwrguidlMw4gEmu2346SsdFDKwW7Kqlth9DvrLsEkYEItigJj7qij0oST0A8dtZ98mDdVKuWOjMYWQj0jwptUa5y+e6aLGKpve+Wvv6/7dlKi3NparHCsi8qmVgXWvhsddR7bAftc4Bcla/t+0NA/qz9SKrgrfK28N5cRuf26kzFfUY0IAVkrQ0r10jC+TGI0TR5UqpGAbOnihX9efFSGBjztpEJUSiqyqoP8DtokKTKKf8A2gtju0Pd0QLM9xLl4GhgWO1S3bmttKSyksKGhFeOtGmgUyEjEkHsR6eOK/kmDI4dZf8AIGSvMdHFDa3NWaFWW5iIDF2JBQ0P2jx12ft1cJktlfPf8n5M6ItpIux6/D8Va/jbtFbvCQ979xzMtknG0t7lzyaeWMVIiG4AUbfU6vyJ652xCt7JUAIzPmsMXPZ8fimO/u3I8xBcR4+VllgPuSK5PrUDkhLCtCOldD4VohIs7fRkT3yk8qMqziUhr4aKP8VWMN80d5fJwls0mR45G5Fei13pr3uEgNOuiN/j8LJVCyYO+OPE9quneHcmDtMQLGOMwZGNgYpFXxBqQa+B/HWLRWbJNEMHXQ3WSoEpzng9FnGezuV7qyMN3k6SRQwiCzjVeKSqNzv57a1aqI0gganX+C5q6w2WDDRDnHQ9qr80KKt0Y0ZUBB4jcAjwOmRhCMshlFlXixmdgycQ1OvGvhTUsD1S0gAC6UYLnNzw4212LIGmkRiBHGNydtxt4aaphtftWfZH93P0YaayPQd3iengrpbT2+MwLWkTVsJ5EjEtKM3tmtaee+qmx37108AKo7QPD6mVcv7how7PvxYyVOxpXag0EZ1QbbGGUEvroTOpJ3cGtCPKvjpiEX6LA5XIjGIA6odFOYkLdeVUIPqBB6nRjEY7VlRngk9Cki4QEx1KUNKDc/401X0pL37iJGV1JWJI90RofEDc6sIAqvqOMFfQyxqfV6gooW8a18NVIAXoTiZJ6YlgzsuzdK9NVOq0J7SEOkBaQsoAUChPn+Gnq4kDK5blEOQkAsoQAElTVW22Na1366MloEAMn5pZL+5JmfncORU9K0pWgAoNhqswWdTXTvshCPa58FPkZllDKCWjPNVG/TalNAEV0/KmDgL6ZYkK+1XiQPeLVK833oFopGmGZY5JJLpgAAkcTQnjGPIkeO/nqEKWU5FCXcEndh6adA310TchkspEvKhaQ81A4gkgUP0UE/x1YoRLJvhIVDBeZIPFehAHj+WoVdyVHErEqJAYwVNegHidSFQkp0RhTShqxYjzNfDVlMUhqIGohZSfVXwPlqoV9y57i/taeqvOtNuFKfxrqXQf1q5vFGg+4MGHIgbUJrtvqAEgAdE3xcJ7Z2XkaEdfPc6h0WJX0Zfk3D7gK77VGvYKvBwtJ+MbAzXgY9BQggdDXXQe0Q21yl2rXh5aie1exfijHLJklnZdoxyBH0Go5csLneZJostM7yuv2nb1y9d5PT/z1n0h5LP48XsXmbLSVeZ26Emp8DroIBdKAsr7tuV3Vxy3rx36D8NaIO2BK6P28bQSssys6PJ6BRy/nWv4+Wvn/NsJkUcaoTMyliFH21qaEb/w1kROEWJUGeTYFRXj028T1qNVMVeAZcUuwZAOPICg6gMOhrq5ICPFtU9HGkaKCgHQ7rQ7bnx0u6Ocr7mpJ4KS9agVH/LQiMKQFLC81UjeQGgbpv5baFLAdQWCkMzMxVjQsAKg+rivXby1bo6CxGU/G0INUfihNC3X+I0MAFFBLKRE4Dggjcemg89BsOQruuySggoKk1/+6Dqojl0SOMpy1kiZSG9EvXmu6mm3TRwAQqyBGVIhd4KORSOm7ruBXptpaVZ7FeEnRW1naU8S38N9ZtsEy6uuBjPBFG5IDGnl5a53mhoE9iLHJU3uzuu37Ws1tlIOWnBW2RmpwHUuwPhpP272yfJmXDRGp7lpVwGJH5X+vuWZpkLqWW0zORnZri6M37l+jFCyhDx8hTXZSpaucIhh+SbNhjOBYYLBark+5IocCsc1srR2sIPOMETAgD+baq+J1x8at1gj+GitRwn5G9/mPXRYnlM9f3EUwLRkmQ0RTugI28TSo12nF4EIFyP4rR5HMIEoRHx1VZhunAuGIlkljUSSzQHlQfUeQ1syqiSzYXLy5kKnMg0h9NFScxl8pn5J2aRWgs1LRPxEfpNeoG5J1s8equli2SvmHufN5PuEzIttpBL6M+i0rBdwYTGdpYe2x9/eXub9t/30JqLKHmf041QbHlWrNrN5NJlM7dF3vtfJrhxowcSwGI+sqN/X7q6uZZ5pDFHEKtEp60H28fGv21OhxBjJj2JqUzM6uWf4I5hRd4+FpoXZJZ1/d2lsFHtIsxBNWXc/gdC5MYmQLO2if4kTGMiCxOnwVRyf77JXbxtI7zPJWS3BZyaHwFBUaPUYwjtjgarM5tM7ix6oq9tPZ28NrOnG2V1EMhYExFjuBsN/ppFxPzxPVNnDRA6aqDJG0Vvcc2dXkZj6V+5a0G+/XTQL4S8wYFsISDPLIbWO3Uu9Aj78lHizAdQNHqq/Usw2XTs2RGvXoEYsYGsEjt8eWaa43a4K0Zt6sa+Qp01cndnotbj8aFFW2IYHX6fFP5OeEG2isrgzxisiKRshUioP120uAHBHRenFhENp9/aq3f3D3ExV2LM/IUJqeurxHUpG8j9WqHTJCyxhkqwNAhPj0rpmE2dZl9MZDvCjXNvJHHwYCMqdinjq8NXKRtpIrx1TCxB2H+hSSzHY9NMb5FZ5qfVJKx0oTX/T+OqYQpRI0UzHwVkZm9MUQq++5rsP8dVICNx6iC56qSXR1YMKjopI30sZB1s2DyoVOrxk0HpP8vl+etKBcLlOTHzJUKiZQOXBhuG8KgVpTV45KRdiplshija7Io7VHHr+mDQsBpayTnC6jh1CqAvI8x08E5zK0aKqMpqrggEg77jRa4kh1W7zE965NPJNxknkLy+kR9NkHhoqTEG0SESR1HGlAwatd6DQtyERlfI3pEXWQGjDwbRFWUOqliisebEAr5A/l+GiJIgldVpTK/NlCoOg22PhX668oIwuvGgKkKfYBAYDbc7gV/LXlAdclZHcyVNR0oaUYa8SvAELqUcMsdfBlUnz61P46l1K+/lptyrx4/8Ay1DqjZVtDjmWNCpoQp36a8Em6UhIKgChrX6CopoZLIsMqWsBqDQmm6g0Uk+Y0HcU3GtbR8TY1lQTEVBB8NdnxBs40R1Tt521Ad69g/F1gIMfLc8dz6VP46zOXLK5TmTcgJ75OuWixkcEdTy5MQPLpqvGDyVuEPMV56zLtFDIzL5mnQa3aw5W/HJWN903JMjgHkT1/P8A4aPzJ7aSuoriI1rNbmYs5LHbcEHoT0G+vnl5VAmJImZhCSHZdmYdBT89JgYRIzw6je0VcszHkBwrxJUjUowk6SAEPAbxqAW0MxdHBdJk/wB5FqxqeAFagt+egyDFFiXCkBre0rLcyLGFbiSxAYHyC7k/w14DdgEE/U3i69OYiHJZIxmUssxkmxOKnQX5JMa3LG2Rmp0ViDXVraDCO4jHcQlePzqbrBVEjedBJx8UrM3V9g2eO4a0E0BVmhDljIh2YpJ5g9UbVq4wkMbk1ygePEmUomQ1D4+CbtMtPPDNexWZNqqBpGgcSlVY05FepX8NDlSInGPFWq3TiJNuDPjoPxRPH3lpf2zSWrlrdWNB9rqwPqUg7imgW0GEmJBHRVhbGyIlEu/+n3qVIRzaEGj8Ko46edDoWmEaJw67CWjQxkglgKkeBpq4CsC+U9FNJbtyRioHpLAV38eQ1SZkNCryAKN4x4wVZjxNOVV3rrPmYnVS5V+7dZPchP3Amnl189czz6vKYjLosZZZVD5Xiggzpu763/TeGP8AaXKMFBMZq6srVHWmtX2J/SMXz18FvCUDSBMaZf7lTry5KWuNyN0DNCk7iVQRUAnlQgfTfbw1uxg8pjqXWTfdEkSicOrjf39ladrVd3vociytweTkF5kD9JxuB9Drna+PZZeAPKR9v06rpoX43uMBm/NUG6lso53CKY2mThPGw5EcCQCCPu211IFkjn9KRlKqqRMAQ+WVauozaxPc4yV2QluUsFVkC03BHl9Dpyoh84+9c9zKt1cp1vIdg1Cd7Q7QwN52Lnu9czerNkobmOxwuHLUMl055M9wmx4hakeGqcv3C6vm1cesDaY7pT7uwd64LgcCN+6fzHzAROGPbIdUFsLn9vjYbqKMMBM0Lxp6SablgB0Wh209KuJnnr+S1/buUauOPTiCXMS2gbqPi6J4tEuHb3pjG0p4uCPUR1cA/QDSsjo3guj4p3CUifNPA/H6ldpIYXmheFnt4zDyhh5lVVYgAtT0oaeOsuywGGAStPcJx8ugwmLVPdyrXaWzQQW8IkcHZophQkg+AOqyLQERq7JlzKYnj807BbTdx3lxfzMIlVeUNsnp9zgfuBG3LQzOPGG1ndehE3Et8EBvZBZPIyTrISCgWXZ18SprtUa0qYvnosHlSHyZJB+jJ/H2BSH3zHV/bfkgb9SlNyxBJUCujTduxPcDjbR1y3+iJy4+8kezupbWS1sWjKW4XYNQU5Ag/XfS87NrHotOVcpOQgbM0aO3tgwx8W58iSpAoR/97Rq5x1WdOJE8uq3kJpZW9alXJ/TCrSn4nRq/NhYXMJBdlHCxMUFCT4kGpqNWlAxz0QnEyBE5C+m9yROC15DofCmphIdqtbGUhtDKPHauzcivJKgca0rohsiOqzhxbO1c9oJJL7kfpWvpB+3VhJ0vZHaHK+V2qSD6h1P01Bi6HG8KRHMXWhp9RoMq2WnC6JCh3R3oDRPAddNwJGFjc2A1C5Zwm8mSFR91RsD0AqTv9Bo88QJGqzeJSb7Y1jU5+A1ReYrIpSEcWBBhZdwEPWuka5eZ123KAshtAx08FCWFi5IX1HqlfHzr9dPGwLI/bz0KdNtKkSzyRlIw/A+kgNShIBPkG1Ik470nMGEzA6sm2MJXmtUIJHIdAAfLUykw0QBuSkI5hioAHRfCupXiMZTqy8gaqeuzjz1Ik6WkF3j1CgqhFadRXz31ZkMhlLiSWUiOnLmlVNfFfGnnTXkIlk1woEb26Abla9R0315SuqKSMVBCV8R4t0315eXavyrxXj0pX8uv46hQ3VWho6Asd2WlANvDrqyQCdSdaBjQg7E+f5aFMFGgW1RSzKyXESKtS5ADdaA+Worr3SZaEbQSwXpn4wwpjxsJ40L0oOtB467GZ2wiO5e5dnm+C9X9rWQscNBHxozjmfz1gWyeS5K2TyKqXyRLydIRX0p4fXfTHGCe4Y6rDe53MVvLUADjtXx1t1areoi9gWA903I9x+AFSwA0n7nb5WXSyl0VBuZFQHmAFqwYnfrripkkt0VN3Yo0jllRo34cqhl6nYbfx0KUWUxKVKoKCh5b+kbiinz31ATECkPESpRBQnqDuT+eqSwjQKK4zDXl6skscQ/bxemW5lIEatTapHievnquCX+ztTFFZtdtESkvLXFWk6YCM3F4pT37owq1zNJIaRxx8gTRj6VA3+ukreNuPnyDp3LQstrprMtuAPFat21/bgMtaW2b+UZzJkpSJzhLNI4Vtx1WOadAHdx/PTYHbVLeQK8VdNe9c2ORPkA+qAz4HUN3q05j4m7BVI2hwFqlxBGYoZWDSGhIYF+RPJhTZjuBrP8A3FscCRAf8Vq1VVz1D+Ky6T42wWMuxJZRPZGJZYWMTlo2SVeLK6nw35CnQ00Szlz2ZyPtU1k0WCUQ234a6qiWXbuVTOZe0MAgu4bX97JEPtljUAmSOleQPqrToeunJcqEYQJ/Vjw7yn4QrunPb+kP4lJlYKypx6/zDyYA1/y0URfVIxPld1yLmrVC1VWoWrTbw15sqwklSK/+4pPFiCQfEeIOrEOixkNEZxUjKTIAIySCoO60pTSUwx0C9Iq8YO5ChGI/UpUg9ajbXP8AJhg9rKwLF0e7kwid1du3VgoH7wRmSxc0Ye6o5Ba06N9p1hcPkS4nJEpfKStN/Ug3UrzHaZdzY3eMvYnt7i1uFDRoCXSZQVYb9KUod+mvqt0ATEx/UHdclRzDMSifmrkxB79PzVgjjylzhIZuSe0KL6allYeqpofy0hIVxmHGV0NDziQC/cVTctk7+G4MNzGRcRHkjhhsBv4Dca1K+OWwyxOb7l6flkNNGQdcxce77qSGNiak9CT/AMDpkUROoysT+7WAkiTFO4zPzwfv4IYRLkL+sYlCLXhQ7gEeH0odFs40pt/KErwvexDfHa9tn6vD8kcwFrBcYPI3YVVjW5hCCUkOUjUl2H0JO+l7gzOuj9ogLKpTAIjub4/qP/1Ok2dyTmltomD9Y428FZiCx/MDSpi1adjfEcnY/wAr/WrNmjJg73Hy21wlxa39I54gSSORoVYGvjrNoAmC+E9dI0ShIScS6K7yxR3FhdR3B/a5IIpguAvpkt2AWnkePjrKrkZWPHIcHv8AoFtWj0YgnGMBUyXI3eGhEONiEqQrXdjvN93oA86a1pceMyAenVYFnNnSwgHP59qj27/uLie/zqLEwSsUStQe8DWpOx28dNy8p2t9qdo453i28CH+3qx+nwR63yYSKeDHzxxwlDArErWYOvOVmZgdgdh9NtVnGYWp60R5hp+K7J3Dkmtk/WWWyvI0RoERW9srsfAcelfz1QwJGdColaTp0Qi2mhZb4NxYxoOKDY8QxJr9dDMdo8EmZE5LoJkp1vOFaBlrQUpUeWjR3ajRIzs3R0dV64g4sJAghdN+O/q+um4FYl1IBMnZLgVWjWVJSdyGFKjXrJZbor1174vEp1GMTMAPcCbDy30ExdHAkOqiToSQWUBa1HkNNVjasvlDfkqA0jKTT006135adiHWHZEBKSbiQ6kAN0rX/LUSrfVVjcYpxvcYCRVYcjx2oa03NNVEc9ymy4WBiiVjYz2ka3d2ONxMrewpPqCg71H/AFDppe6Z0C6D2r2+fG/q2fNL5e6P5qQ3uV23QD0sNvQ3h+WgjTC1oQMSuuVEIMqhihqkincA9dvpqwDxVyBHPRNXs5uUjEcjsFYniTQVYUJp0rQaZrfBKw+XZCw7gMqJwZubqB7tSOPjto5LrMAGF1YzxBJ/EDy1BKpYAVMCHh6eQoK04+GiAJQhK9puFSrGtKNSg+tdXVCUse70ChuIqGXag6f568yoQEhU+9KlSGHhUkVG3+OvMoMU6DxK81JqDudvGnTXmXtrJv3RXjyNa1pQceNKeXXVP1K21WUVpsag/wDx11dZThOw2yzEk7eQ+uvHKs7q39qYh7nI2/JlPFhxUfzCmjcYPYE5SA69o/Hvb4ENpEo2ovh/HWzybEly7slbnGoiRUUelQFFPptrIOSsInKzzviL3ryUmhCCpr5ADT1Gi0+MWCwDv6ZYbdlj6b03/jrZoXTcEedyvNHdWQf9ywMlABUk9QfprE58hKS1hJ8qpvNK/Lky1/mX8N/HXPmLlC9TKQs8jSBRTmzCjbGm3l/HVJwdMRIZ1LWQSvxY+g7F6haU/HS7Mi1qVyZYmO54AGg3IB9K/wASRqYREzEEs5TMA5wr33L+7w+IscBBaC3THQW63EakH3L+8q7szU9RFR/jprh01uZ6mZk3cOi2bXjARGInU/cFfPgnsOO6yf8A5Hfwi5jxMtLIMoMb5IoGMhrtSFGUrTbkwHgdZPuE2kYgrL502rjWCw1P071vmQymHtY2kvb+C3YNRnZjTmfCoGsKUwOqQqqsl8sSUJnawvoC9nfWtyh6GGeOTcnyB89LylE9VoVWGJYgj4LPM/Zx20klzcTxW9sgJaWVglAPLbc/Qb6X/cxHlicrUlV6gwgy4DJXVtHkbLDXfKCN3sLz9ONmSX1NH7Lt7ntyU8QNKS5Vb7d4AJ8wy/08FfjWwrnmQ7Pp0WFyieG4mhmUxTxSPHNC3VTExjZTUV/l12oLgHtSFgG4gaA/xH3roYJ/tivuGvE702oKV1LBQApCB2QGppyLMtOleuhk5Vos7KekiqQdgg6LvTfS0nOqscI9isgIytW3JNfw66S5NQJwvfFX3D5A+hlIAJFCfGvkPprmObRuPeNEzXbsLdFm3y72HjInh70xcf7dpp1izCJ6onWYeiVgOh50Da2v8f8Ac52A8aw5jmJ7O7/VA5PErExfH/y7x2/DVUzA3EaOYYCiiQ1EDH0gtXlT6UGugvrBz+pNcW2MZZyEVzfa+KyVpJcoT7yKFZAviPIjfSlPOsqs82i0r/bqeSHZZFn+2nx9wIo5+UrEMsMlVbifI9NdfTyRYHIXyb3f2s0WPAnJ+gQO2nezuwxZucMgfgRToRUD8Rp2QBBdc5TL07ZH+TPj2haDJkXXtiKFI1QzMzbUBAZFotPLx1hs1i+q03R4/CYfqBP1klVbGXLm+Rg2+7Bm2Jq1NN3xeG1cz7fyBG8SKseYvTdTQRJIRFb78+HrpXl1/wA9I0xEJP1XS8uW4xESrAncOWt8fHj70R3MLgNBXkjIp6EFjQg+WkTx69xlEsSmIc+WzZPIH011U3B4S5z0Vxdqp/p9lwJlU+qQkVCqAKVB1e0muLDJ6/ktD2nhfuLPUliD/b+SsmSwVpjCXuEeERQJLcI0al0eUErWp9RPQ00NzrouqthXqGkdAhWQx8NrNHLLbwTJdRiVQqilFNGU8ftbp468+dVmyhWz5DIFJByQrii8BlYoyuPTuSabeO+r7x0KSsrwdv0+tR1schZxXDXo9sutFkp6Xrtsevhq3ll3JQAxHaq1fjIQvGyxUjJILk1pTT1VcZDVYnKttjYBAYKjTSNIPZu3CsfUrqa7eWpFRGSkJX+oTEnK5byLbrLEHNHYEeVNUnDcj8b+lh8KS8qzhUT0zMDzI2G3TVIxzlWutPTKhsCP5mZqUIPSumtgHVIWbyc6LrWaSioJWcbNCepA35KdM1rOtAHgoYCgOpBjPWrE9R4CnidGdLmIfCk2cLyTgKCmwPr60B+n46BZElk3xa5StiwfKtWRjdks5ZF5NFG1vME3PKIkKT+O2lLIybvK7m0GUYNqxf7GUGWOSB3WZeDBiTTdQT5fTS8Jt5WUlwHZD5pWb7a13DfhpquI7Mrn+TypSJiNEmrEeNDvt/z0ydGWSxC7Q15OCQo+7oT9NteXsrg5rQGq77U331VpKhCnRytzVRViN2odx+OjjVLyDhP0dgeTkxjcp/8AH4aKyFsKUoV1CqTwPh0/Oo15l7ay+KFizA0XYfwNa/4allOAm3FH409C0Bdj0qfLQ5EquSvqw+7T319njX3+Jpz5U4cf89R3qcNorGFo3I0IqRt01Kwk9C7clUeHqJ/DrqUQZ0Wm/GkImy1sz0oSKeBpXrp7hDzJipe7ewLJI7NJR4KFUGlanc0r120TkSJKx+TIkq7A+A0ok1nXezoJ5yN96Gh32A09RotLjDC8y/I95/vFTUAHYn/HW1E7YLquINsXXnDOTNLdEih3NHpVg1NtvHXMciTkpgzACCez7hrUGTbkW8TStdIYAUDAS0g4BSaItaGvXl4aXmSjwypkMDHnGFQLSqqBWp6bj6HQCmokDqrLjMcgwl3fNWR5JIY42Io1FcPQDpTkulYSHrxgegdO8ck2DsytL72t7bvForzAyoJbK9ssXJaAAySX05WOSQeLgV4fT1HQ+PeaQH1mGj3R/it6+OysiwuImR7u4favU/aPauH7V7YtsaVUwWcZUL1Ekhqzu3nyYltY3JuM5FfNOdzbr72h1Wd9yd4X+Xkytv2zbCSyxBdMldStHbW0TxgFoy7ihZQRUAfnr1PtnI5QeIw4C6fjwp4sQbS8iH7VWfim1wfefcByOYw9mWx8heK5WIxy80lMbEFQqt6hUEfjqvI4M6SM+U9/UHKryPdDZxZy48jrt6/jn6sI/wDLdvdYOW7vMJawFpESfHz3UBukt7iA+srGCKM0ZJX8D46zLePEkbnbqAW6YDjtXvb7p38YCUvMNfp1VSHdec7Yuo7bJ3s/cgmS3mmvlSNoyLqQpwhkt1Ks8dOTx0HEeJpr3J9nhKErN8YtnaD9Wevf0Vq74741mMv+TMH/ACWWfM2Jjx/eSZyBTFbdwQfuCKf/APXbARTgr4cl9t/x5eetn2iwyoMZfNDHiC34utERMS307vyVIhiZpt6ME2r1B49CNaxi2OxX0RGAmQbel2PXqT+Og6qkgmpp2SRo6sKf+mRxH411aMHVwMKVjbnjKrfaeor6mH1rpeyDKGwr5h7wBQshBPKm9B12PXz1z3KqJyiDuVvewtM5jbvFZBa2l5E0Egp/JIKcqjxU0bXP2SnxrvVBYjPj4p2qQnAwll15cubHIdrdyXWCv4q3dlK0JJUjkoI4uD5OtHH46+l12V30wtifm+jfD8lj8acq5mBPX7P4q4Y3NyRS/rKygjiSBzIBHiTtT8dZfKp9QHtC6XgcuMZMdFUO8WS6vHUBODICrHbm1PA9B+A1r8KJgBFYnvG2c5EjHRZxFLHHeKbiITlDSj/yndfHrSo100D5Mr5VKIFzHtR++ldIoSjiSJYuMcymikoalSvhswA/DWZCDycLqf3J2iHcq005ivkqAQjAcV3oOv8Ajpw1nYSVzkb2uDaq3JxumSCFWAp7ZB/nb6azJRPRdfCRIyj/APT72NJVuE92GFQodw3BG47DwHj4bV1HqxEgXT0aDGL9q1bHWsmKwlhHFmmtIf2tSsMY5cph7jFjQ13ah/DSEn1fxX0bj0iFcawG2shmWs7HIXsqJljPJVTLLMaBgqkgkkgDp01WRGvVAnjVBpcpDDG9rII7q1Zw5kNFlDbEU2G3nqsQT0wlpExP3IfNmhL7rSxK0TNyiVB9r+X4mmpNZSvqAF30Q+4y7cBBIWaEnkvLcgnf/DUellkGchLKrORM0ruKn2mPqNaUHnp6uOzHVY3NhOYAidEIFuvvPUs/EehhsD9TpydgwOi5+HG3WFv0r4MYmVbhuMZZVkJUsAG8aV3oN9TABLymRHOV9DdoA1dlrsB1PkdWtrIRuPyiJMU97zugZvtG50Pbt1R7L9wOEyrGPi4cgcdqH66LAsFmlplk2ygkkN953r0OiCaIahEOiOKTm9S1VPl4L0/hoJmXC1fbKCbAequOLeKzlyVvd0/qy0SHlQxSzpL6l3/1IdXgWB3au30+xdHXIPt8Y56kafFP5KbHxtJZX8YQwKGdo+gQbU170YmRPVWu5cIgCY/T+aAXNrjHkYwzejnwSpIJ28hq0otjQrOl+2siGLFQv2wG6EMgryPkoNNh4muhZ7UnZxYE4XxtplZVlU+kgeRDcqEH8OmrRm2qVs4+0YC+W3kI5e0Ah2ChuR0dylvRMdU+qyIKGNNuor6qfXVQS6XlGPRLiLJy4+okGikV6+FdMAuUvOW7QaJ7ilvGnIn2yCN/Mjp/EaJheJiRnVR5HdnkqlFBA/NRUj+GqJUmJ0Ka95pHp7vFB6iSKnzAGgO6sZRAwmvcT3qcjT7q02r5U1PRVxq6shugOcY9Kt1J8SR/8tX2rCEmS4rsBl4/f1p9DqdqvGavHZeTuLfJ27wmjBwKL1G+jcbyyiIpykGcl6dw3cWVuo4Mg07Rz2w9qAKxHEofUwptVjraI6Fa0ONBjExW5YnvVYBZ4/uZo7TMXlsbvH1NBdxotW4+Ui9WXxG48aZkq8sFyV3GAkTDMXZZ13hn0/WZZBQ1qOW4qdaVNZ0K1eNToF5l77zC3DXFHB5EgeFfOmj8m0VxZdGI7QB2LIr2JppSEdhUEU8ANcrM5dLSk5XTaKhDsFLuo3VamrCv+eljJGjokyJH6EcCgr06V/A6q7okZMkrE9VdGoV8QOFB+OqTCOCrjEXh7H/coOXtXsAmkBrxDOSpJ/EDWXCxuXtl/ItHhu5IVn+KO2u4pe9+1O4Myslv2zLcT3mLZ9murhEnlWQjrxoTxr1BGr8q+vSOv0dM8h5Qs82jeXvlr8F7BlaS4tohCOfiyfjWmsJsrjoxEJndhVzN2byw3FvLjIjHdArcoY6rKGFDzHQk+OrGUwGBP1yWzxTWc7nUHGe9aSonsLDAKKqRqECgHanloYfvKevhAwaKZ7izn9Uiu8VZ492sbQxPNlpysaT3B9XtIDuAgXd29NTrO5lp2li3R+x9T8EHgcY02b7CxILRHQdvisOW4vIc5Pe9r3DWkUgEr2sL84opnH6sYZfSeLVBI21eEN1QE8sNdP8AV05MndjRI79xV9lexLrKZBvdusTdQ3wlI3WJv0Zht1qrjR/bbo1cnbHSUSPimpbtry16LIEJYsahFJIYLsQSa7a6cRfXXr49V7cpdldW0cymQArXdydx+Ohzrl0UEEhH7m3t72296Ae6Cp5CMVkoPFVGzDQhIoDyge0fagaxft/acyCSCQVhlXdG5b1JHTpqk/5UwJPkKz4q6KSLurAgb/cD9a/XSFkcsvPhaNgLgSUbl+HLYgDp01z3Jqy5LeKmMyDhDfl/49buXCwd1YSEydxYdCZYYwDJd2Kepkp4vHu0fmOS6Z9l5hos9GyXlkfKe9J8ktL1AHbVYpDkMetmuQgPOOQM4EZqrCnRR1FP+OusMJbjFmTNJjMCUS47fp17VUe6ri0upTNbPKsCAn2SCdz4jlpykyjgLL50wWIOVR8jHBzrGHD0K1frvrbrJMc6rj+dAR8wUi2aa4sRMteKEJK/8isKcSR5HpqCprt3Vt1dQryKJrz3LdR1JeJeinyH4aZj/wBZSV1f9VWXGtNJJbNEKyV2Hhz1k2xPRdHVdYJNFa13dc5W87atpTbrFjreNLdDVVDM1GJBPq2K7V1kRg02XQ8eWS582qmNl8Zkmt3xkcjW7WccRluQ3olCAO3p241FP4aPZVHcSOq7avlRsz2IDk8lZLaSCJUFzJJW5uVO0gQUjop3roDRAVJ2Rifp8VX5it9M5jLiRArSGQUpT7iNe25SBmD4KK86QK4hBaNnqjV8DohIQdzlQrycgiNBQDceJpq8YvlBtuAYqG06TAoqk+oD+HXRTHLlI/uDIkHRQH/cC6MiI37dhxNNM+XaCsgxsjySYfJ1UW5Z45GPtkoRxqeu22jRj16LL5VghJQvccP7idPuNfrtphZAs86K49ZLtli5j1niBpacHK2qbQIpmvpFBUHiKHwI1aMWDr1kgMpVtbz3V0IUNZHPFT/KPx1JA6qkYStxFHI7MY7gHYPOwYNGp4r5f4aF5456BdPx64URDZkUSyt9PnZ7f9tEbeZra3nicDiGnReDUPjXbfV+TKIlu7QMKjS5YENuAIzie/MfyTaXhtcm75S290sf/dW8uwKnyP46HCI3uemqat5ABa1hIh0QYWOblrjIEgEe6gmvqA2H8NNTMZdVan0ZjoUIuZBa3DQtGwYAAld1rXen56A8o4IQbOQKZ7ZjBTkTz3srsH9S9WP3uw6AjXhEgu+ErtFpBEvKke1PGxSMckpsw21YGI0KXursiHEk2WHE1cJIv3AiumYt1WJYdxY9Uvhxj4NJwlpX8T4aroV6NYGi7wM9QCXIpxAFa7Vbb8deBdDFY6h0pUmeEoiOqy8hI7LxqCV5Nv8A9tNWLoh48pYEUy9m6REBFJJJqDuBXQ5KPT2YAZRaNWvFunHl408qaG5dlG09ysbqhpwSrj00HSmmTJc8I5T8dtJ9wQV6EeVPAa8rgK79i+zFkknlUOkdXKjcPx4ig/E60vbobrR4LZ9ugDPK9JSZG6xnZF7ZW8Suy2U3sQoih5bueNkhViRWomZONCNxpzkEFyNeiJfWCfUcgrKvkDuHv657lwmA7ts5sd3Thobe7jMMnvWw9jiZHhkX7Rv6q+DUPXWcN5uAjrq/hqs8CVkhGI1y4073QHLfImWuGlSaQBQSEJqSd/p9DqJe5yBIiNFqCwjAVMvsg1/Ixn9Sk1Jrs3iNjrNs5MpF5IoJ1TDm3iRmMRApUjqQT/z0CUiVAAUKeailIgfbJp7lTQCldq+OqOeqs+U2XcFDKPcA+1lG1fD89TlSASnrZwQ6dFJrx+p331BRIllae34Rle38/wBuMx53lo723Fqf+4iKypufAleJ1hc96pRs6A/U+qeol5mK9FWltZ2nYnb+dsLdZltmss6HTZ/agjS3oa7gR2pq3TodZ8zITbxP1n8kzWROyYmdQY/j/wDcPtWrY+8/aOCrq8BAaJx0KHdf8NDl2Ln+RSLR3oq9/DdirKB1r/DQTJZv7adeiiMcPFFPc3bJDbQq0s0r0CKiblifIAatFyWTEpX4AWUPedzd+WpzHana9ovZj8jZZvL5KKwW4VGr7nt0clA6AjlvtrVr9unbF923x1W1+/o4pEZylZMDLRcDudVHHQXlrl4cbm4cZFlL0Tz25wbfubEGNhVVnVQpZt2IP5awPd+LsiZQm5B+3uWvweVGx5bNo+34ov3paiH437qkhQyyvZlIoUFecjyIBT8AK/lrH4FgHLqIIj5v4IvIsJnEfRsuvLRmWVwkTBSQKA0NQRX00/46+lEbSR3lUicOliGVCF9ohVP3jy+vnqoKuJKRaZGazvBIspVI9yg67nrTVZwMsupIcIpLKJ7hwF9o3nqljH2LKRySZPISiofw5CuqCGPD6fT6ln+p6c27dfw/j2JGOuZUkWNwFNTyJ8aeR0rYFoYWi9t5By6RhqBegrv/AIayOVX5nVStdwc5ZEXlSlCPLWHOHmQiV5e/uE+ObzsTO2/cna8xh7f7luHjuMYCFjgv9nfgDsEk+/boa67n2XlC+Hp3DzQ69oXLcw3ca0SoOLJAGJ0Mj18e5ZFd4+9XGJkXjb2PcaGdKnlE6mpqviDrZiAZ7ei0b+LyDT67OAcjv7lDxdtBlrxYPeEM45MBIhZSF3G31p+WjTnKp5P8VncDi1c+817jCQ+L9236FHJ+27DEQ3PvmW39yMxFgxeDlsacvDoNm0qORKRAHXvXUz9h4nFhIz3RGuo2j8n71WWlnMnpuUi3HqZVeoGxIYDfWg7jzj7FxcIyPlFke/H4q34CNEvrdsi4jjkf1TLxMXEjovQrXWVyIuGjhdHVwZV+aWca/wAVZ+/u57W+s5bK2dorS2jEcAVuIoAAzHbptpLjQkJvqnbdldZ6BjlGZctf5CS0xWNZLfH/ALWBAqKA7CNKGppvtWm+mZncA2MrouPaDGJbDafihmQeCEOsSo89VoWRTWu9a+J8xpQgK7/AIDez/vJpjcsYXQBSVAQGn00QM6AW6IXOfZhHIlkB9JOvDOEKwxiCUOmeP1O7ESUrEV0aIWXOUSHDKL+49oowPQgyJ5/XTAiCxSJuG4KM99Nau0sZ/SrUx/j5aMKnCzx7hKmRPQqFc3gupVIYhF9Cp4cerfxOm4V9Ficrkwtk7a5UcyUP1/mHifKmvJN1MgaTkoRvVTlUH+bQrCtKiQIzoiUFm92ywRqWLEBnH3HkfCvj5aBuYreHEldFodfqRO7x64O4yLorTftHVZYmorhGFQ221Rq0TPcR8PF076MeFRO0+aUANw7j18O9Te4MSkCYnuLGu1xZTwhrjk1GSQHg5B/Ej8tEti2DoyrzKCZ1curQYIGgBw57Fau1Rjr7Bw4fKIsV/avLbY6+pvHIjcyj/wAajRQITGcTwAtnh/06w2kTKJ7uxVvufC5aymm/rUZBncUnjJpxG/5baU81cmkGSnLqPIrJOQ6AiK9icC1laFGYMJg3qU02/KmjiUdumViHhWBvRLDt+9T1gyMXquF/cxheRlDA1H5HUAxkW2jxT4jy6oMYC0Dr1+KTHLYiFuUMi3D1qVPSvSq/TVZaJb9zGI3TrMShyXE8gdYpa12o2ibBqFj+vdOXYEVgtwCaypV+IfqK7b9dVBy7pnj8eL+Y5UhYISywLLyBI6kbb8ajRdwTfpceOZkImGsLUGO3Huybc5T1r0GjRGHVP3FUQ8cqBf30lxEK8Q9aMTvsPSNDk6RPKm7Ow7kLcyys0jhuZTYVpXeuhEAdUEgEOC6+9l6+/wAd/wAfGn+rz+mrfpQG6OrSEKkCMBIyCST5UNdGDLEDqbY2811P7cKuWJoQVIPKtKUO/XUjJYJ2mG6TdVfsLlu0MJHd2twzz5K3l9mWGCIyNyQj3AST6aN0rrpeGY1QYDKYu58qZmqsANgn8FaZO8sTnLpU7kfI2/b1k8N0zWcNWWZCTCGOwDVG3L8Rq52s20JMc6wjoyrGP7jTuLuyRhczpdQx3CwLcOGW9t3QKAjV2YHjVG8ttCporFu6EiMSeJ7e4rQ4N9UrAdCMN24KzvJPNHfTIUZSr+pX9LAlt9j5a5W2G2RBwXRLAd0nwh4u7hG5HckBQDstDUCuhGHUoYsIwi9sX/bhy9eoMR3pTxr9dQxTcZghMszRq6gKC9aDwFNVYq5llRp/dPHiSqCg6U3331YRKJX2unI1mSMUIYGlT0P201BcIr5R7tvIticra3LEopcFiPrQb12ptrO5le+Bj2o8Z6HsW1YH5Fh7W7az3ZUrSpdW4uFwdwIhLH7N5+osW/8A9P3CV5bEenw1iyjZKsTDP17u5bMuJG0xth2OR4dfitL+OJzcdsWTI0n7T21EMEzF3gpsY1Y7vH/oLbqPSa00lOQJ+mFncgNlsn6fAq7xylaoPKpOqYdZ0x1XLzHWmStJ7HIW63NjcIUntpRWOSN+qsPLUhwcKITMCCCxWfdy/EfYeRsZIf6YLWEKVW2t5p44OLdQI1bgP4aLK/kDIkx+natTjcuUjtm0n7QH+tVvtDt7tntlLjGYzHtBcVozvI8x9sGoCc2PAV6heusH3C6+6T2EHwxhbXpCJeOi580Zi57d+MpXsWVLvKXkdkjOOREbKzOR9ePTRPZePG7kl/0xkfuWYLSL8dB968sQK4uQyCkMYBYVq1RsN/xG+voxBkB2osZMGOqP2OUhniCXLMnI9YyFYH/l+Ol5RPTVelHKkXmPjmrDK498KLm2nT0i4jB9QYD7WU9adeug7iXPQKkJsTHoUiSGaVLRkqsqwKzmlP8AanWg/g2rCJ8/06oF0BKwF9PzCg/uBHfPxcGh2Dbg0/DUTrO0LSdxorp29eAmMmvEeoE7nkfD8NZvIrdCDrYO3L5eCBjUHoPE9PrrnLoauFU5Un5LwEXdWCx8Dwif9rdidoiAakxsARv1BGi+33GNshAOW/NF4VNc7o+poC/1Lzl3b2okOLucfx5PJM0iXL/pMkb1ILfWtQNbtPLPqiUhldxL2Wq/j2RH/qaMdO1vALLJ8VBHBZYayblmmlcGRahwFJbkafQa6WN4lPfIeUDTt718+5Ht1cK6+FXI+vKWJD5md9xPYFbbO/xlxhprHIXTHuWGQrNDIgCSRxCqyFfHkDvpWcDHzjQ6LoKuSbgabTHdWMvgy/3djEMT2F1Qc3iJbTlLHDxhNWRSeA4n1EgeA31oUWGWHXFe88H0BKcYsMn4KBb5aSwgkhHIyABVcnkoJ8a/4aPbx4mTjAWBx/e7KqNoO7xTWTzOSyjCGe6klgRPbRQgWi+kkBR4jTVdUIsTosTk8628GNkiWz9AtWwV+z4/D3kD+zGLeFLmdfWzuj+oj8FO+sK2AidpwXX1nhXiVMJHLx/D801IEEM80k6TFpaor8kdVX+cb0qfLSMos/YtP1GJdV65uBHOzxye77pahf8AjvowrIDpOdjFRi0RU/cUOwU+B/HpqRFtNVWU9wYkITcSLAxHIk1oAdOQiywrrhGXcoUkxLlF3PUn8fDTMa+1Y1nILqPIHlIiY0Ueot4fhpiIDrJuuMiQmGjofQ259VPodESkASnYYjKtKbjcvoKarrRC1Ra/quxiC1FB4jw0va5W7x4RiQ6IR3PGWKOFvbNVKt09QG3+OlzBi625cmOIjyurVjri3vbuFcgQZbqJ7W8ZqUdCCVb8QeujAbyJEsfxXQxthJvVGsdsh2gp7tu7nx0WS7Tvovfksg09nAwDe7b9HCk+NNx+GinzRz0+jLG9trlxJ2cK3zCIJif5qz08VDwFzHaR3cNzcE2V3LEsoNBIqEtSZaU3AoCdBrO/4FF40v2/qeoXB0+Oh8dX+CK5efMIII4bkZmzmYRwSFvVwAqKjrWmm7Zkl9UWiVsB5cxPT/VV27tmjjMksLQRv6lTcmmkZeUZU2w3ZP2KOl5c2c36Bc29KMKcgdW2hsYWZK+2rMHMfuUqO/tLwmOdWQD/AHJCAePj00xKsNhD/uNRH9SLKT+yxdzIXguOK0r6q9OnhoYgSqvxJR7FHkx1qxes5RIiBXela6Pttlhwqxo47vux4p6SHECOMxmS5d92Y7KGG1RTw1cQlHXKBKXHrkREOVxoy/uch7KgV4jwr0/hqSWikfTMsxCTRIowY2HuDry3BB8dBlJghmradcpExliC8I1kRVr5tQ/hoImOqic5RDM6Tyi41/an3qcup40/Dz0ffFn6IPqS7EeLhiSigV9IHQ1I33H10xtWFCWiuljeNgsBedx+3Jd3sbRQxuVMjK87cOZCgliB0p46iiQ9TqfBbQsPH40rRFyMAd56/BNNJlP237nKsmLW4JdLJlBuZA2/JgPtO+/I110RJ6lc3MyJeWp18UH7jzdrjYDZY3LTywXaN7y8TDR18HUsQRvsx1ScmcOvFgFnVtFfXB9pLpomU8ofUyEkVI4tWoPTp10pGJ16qkIkOQVdsfnXyQbF95pJFPtFbZ0qFKNQe2lz5qdqSf8A4tU5VJsG4jIXQcfneofTtz/LL8/zSL3GtiJngugqyDfkopG9dxQ7/lrAjLcWTNkduCvoqFQoNU3LA1HT/LRmbBwhxcr4EsF5mkchPJfCopQV/DVQEzsSpH9XEMDXeg8idgPM6t3olZYJ4PH7bQhgWBqAdunnocgSmKy+qaaYyKFElELADj4H8T9dLs+CjxDK92NjNncXaZOBj7y8bDJTuxEapXhG7gkU9RprKpn6dxrkGEtPhouj9ukZja7S1W+/G2bvJcY+DyTI2ewJS3uxGwYTWzDlDMpFAaioP/UDrGuBJ3tqULl1gTL6Sz8VoyyRyoXhYMD0H1ppYssUwIOUk5dbUn3iOK7kA9KaCbRHVSOIZ/KqXn+/mmYWeLiDsxIPiNuprpSzlFnbC2eN7bGGZlyme3IUllMt0FaQjnLcP6VWu5qxoAo+usOc5Evku32prnSMK3GFj39x3fHbefse2cJ25lIMlDBPPf3j2T+5GiACGMuw2Hq5dddr/j/t91BnO2JiCGBPVx/oud4tkTIlw5x+axE3EccZdnIVmUEt0oTyO/566yMsAanC12HxU3HYTNZcc8TYs6EcRPKfahp4Hk3X8hp6r2++3SLf8sJazl11uJSV6x+LlxFir9w3VvHDZwSPLKGaZURqdGUAcgVpTUn2G0SkZSjCDdMl1l2+51CJkA6q/wDWIMhfC/t1lhxkkKpYpKAk5CVAPBa1Uk1qeu2oPtdVZEdxyP5enf2LPHurzMm6BDra2uZJXmICpybjxPIGnU7aTs48qw4+Vb9HuELhrnqrLgrkHga1XrU7bfhrLnWZaDCeJwtR7cyKpGoqfSa1qOh1z1tRBKoXWkveNNhmuYlaVrZRJJFHvI6JuQv1I1ncS79tyROQwXCa4oBsEXbdh/FYN8v91nFmKG8x4/8AEbww3tjdg/8AvhJdQE0PmqmgK66jh0i/yg+bX6dFs2+7D2ys3WB2PpSY9f8AbH8VicHcMFlLHlDZpM84kETMwVuFTG1PEUPTW0OLKQ2bmKwR/kdNIHJ2A7iTH+dh5T+Y7USvOz//ACDtCz7xsZTxuZZVmUA8kZGKhSTvRh6tvw0CPKFNxqkRLsfwyj3e2D3niwvreuz5tPMYgkFvq0Wm9nfFifLtjhu1DdjD5a0sJlvr94zKPatmXgVWorzV1B8tBs5kKJ74DMslLe6Vzq9usjYXLwjE9RjP3LJbv4fzeE+ULX407gZbK4urtbW3vpC8UM0crVV0YV3elB5a2xzhZSbRrEsR9Oi+V2cT07Yg6SGF6z7H/tS7X7WvcjZ904e27n7eyiIkctxI6ZSwlTZgrxlVZGG/JfUNc/yPdrLfMCxGG7QnYcaEBjJ+9Yv8ndg3HxLfZHtMq02DkmF523k2pyazlJ/Tdj/On2N+A07Vyv3ID69veu29quA4oBPyFvBZFdXzMPbtq3U25BUEhW+vhowqzlMXc4nEAVFSB2kV7xdm+8L5ny1Py96DEEB7T9qdSOykDLHIyJv9zVWq6pl9EwIVzLgoPeRUdTGebAkEE16eWnqhuDlc/wA6DEh1EQFHEpB2rQ+Br4flphZRcLiwyMpYV5E9G3FD9NeOA6iNbv3pSQsnKikqw606HXgSiRoZgnFRjtxKj6eWonII0IAKVCI1ikaQszgKsSg0FQd66FLOUeES4ZKMJrQjYmn4HrqgAK0jXuYup7rJchTDJwuIiOBPix2/hoNcjGTnotS/ddW4LSGiuKyTZcwZu0K2/c2D/wB63Yis6qo5IB5MtdONgyCcsBuhAnF1P2jqD4pi1t8F3FZXAeRsbdq7vARurW7bqlD1oToHpjWBZUkKOfUIyDfYx6ofNcZbBXiIAskVvwWsIorCgANPz30eFwlhmISPJs5PEA2+eMR8WUwd0rNGpv4xInLgIeIHp8NhvqCBKSpH3kRPmDEpa5LEXwkjeEWsCDmY1O5by1MgCSE5HnCYwQUpr3CIgS3sfUQCztvueuvYCTnYBJ9rocLrEtzR7Zkclioj8yeh+mpMZPkpOdnHnJjW6bZLZI+IlZYqn3Ad/r+e+qnd2qBx+JKXypuW4RJHFtGRCp9DEGpFNzT8dGE2Uz2Vny4Tb301yHdj7cQoK9CR+GhGZSRBiPNJI9pC9efhU+RH46HOeEoKxZl8qQnKGjpyU0Icg+A6b6WMnKYESNV39/8ApcuXp8/Hl+PnTVn6Im7zaI9YqjTop2Bbp/jrTmfKWXIUHzBX2+72yfY1ni7jD2aT/vIZYIZXj90R3bEb0OxkC141/wAtV9tujAyJ1dgtL3GycK4bQ8Sc/VhAcL3R25ay3d73/YTZq4mR+NpHceyyT09Lclp6q9fDW/E9TqsKE+pOVmuayDZOZpJoeMBb0RglwqqeW5A3oP46SnY5wgzm+ihGajE14wcSFDGlDTagFaaqJt1ZTCfRWvB5LLZCKYYy6jlazRP3FveD3H4qBzCsR61IHQjf8dP0zkR5Wl3fTqm4zIZ2Zan2v2pi7O3cfJN7DbxTos2N7dSGS6vLeI+pWcggRA/yxsfSP4a4D3LnGVxjxssWcaE93b46LtOBwrBUJ34GvgO9Ssz2j2rmbWCftcPiGpS0lvqftryvIcagkqQdvLWXV7hyqCfVAl2hju+rXKfs9vhMbqtO1Ui/7V7kxbKt/jpBCKgTRUmhqAN+SFqV8K63qObTb8sm7uqxZ0WV6uUGljkQqjqYkfdWYEMHQ+FfPT+DgELwLKSKJHzZQXagI8ePX+OqEgIsSdRkJmX3JOLwhautCGUFk4nqF2r/AA1UpiEu1GO08/bYi6nivSZsNkozaX0dSUIJG/HcderVrXfWVzuN6sRJ2lH8MrS495rLjVWrBZq/+MPlPC3+SujN2fmrdrOO+pVGt3aqc6dHhcgMT/KSdJif7rjlw1kJO33/AMFbk2TN8WLxkP8AReuMZY4ycPMsSidjyd0Y0ZTuD1pTWGKonJGUHkW2Rw+E1mMRDd2kkKsUVvSWWnLSttYbwROLyZQkHWZZrtVsZbyz2lyYkhBdzL6VCjcsW8KeOlxTbOQrA3GRi0e09Pq6rfjyIyBLsvPPcwzHfl3fXkOdvYO2IB+zhijdhBczIf1Pa4lQyqP5nqK7U19k4P8Aj/H48cxBOrkOX/2/7V845vOt5dhlGREBo3XtQ3sPsrKw/wBTusfdxx4uotbe6ubZZiWKjm4j9IqooOR2r4a1hwvVMjuweizuPTISJ3Y6drq/4vsztbD28E1xaQuIQkcl/PWQtIxADEtVUJJ8KDTUq+PxoknbHaM/6ardjZyLWAJLo9krmHG/1W2aMSZXD2yXhx5Y8pLZj90bICDSnTXOX/5VxQI+iDbu0I+X7cp2v2myWZlmDt1VezMtj3iLDCLZs1j3BZHJ9vSuxiSS9tBya2nRWKyqf9NRrnOd/kHJkJNEQFUgJga5zuc5bp4pmPAoO1/MJhw+j/y/R0BtYbXJxYS7tLKDH2Hc9vNinRFKjF9xWe0aI7FmjWTiP0+h21mWcm+JkJSlMxImGPz1vnXVgiwhAiAjCMNw2nHyT7PB+5RZpFcYTNZkoI5hLiO4bUoYmt8jbHgGPGlORHXx1WHJtrnZCEnLicD2x7B9NUCVYkIWyDaxl3FT7/F2+DgF5ByIWVGILVBSUUFQfLz1p12C+HqN5h9NFNUpV2+mTghx8EXxOReIAynjsD5jWfZWCHWkJOtO7S7jRL2KOSSkcx4OD5PsNtc3y+P5ZEajK8SUO+W+y/8AyPti3trC1Et+jtBYxMASJgGiSlfDcH8tH9v5fokSB+Vn8GXRU11cqFtVzMYyIJ0BbVU3K/BHbua7dsosVaT4nMYmNEyVhNVHNysYUzRs3VWYctuutir3ae8zDF+nVZ59p4Mqoca4CVY+SyBzppLr3q+fGfx5Bi+xLaKzmlyNkDLZ5rF3yIJIboHkzW7AD07811m38o3XkyDH+CDxZS9tA4cyxr81cxoY9/3FN9sdtZj4171t8jc3bWlormOzmkAayvbOb7oJuO6SLQFGHj1rq0LRKsg66Dt+CB/kUq+dtupLPicO8fh2FaP8idpdmfJNvbx5UGDLWZWbEZi3YC5tZUPNGVx1APnq/H5E6S8ftXLR44MNp0RrB91ZKOSLD90lBlQoSDIIAsF4qgDmG6Kx8V0MxDuF6fFDOFnn902KXJ/H2PzQTk+FyMfu9DSK6BShB/6qbad4M/OYlG9saNkoH9QXi69yQ9otEgIjXfYRjr1oDvSuuhMHLdFtz5IgWiAEAnuWP6kLExg1iAO6kdTvpqqPQLC5F5MTKSa/de/DG3EV258fGnU/46PKB7ktXe8XCYkLOxaNQWY0XelPrr2mqWmJS8UtuCH2p5DUbgEbb+ApXUCRJR4TlENMJwSRrWoKufBtSHdXF8dIhJ5x0NQKn6nRHQySZOu+gLXjuem/jqkg6kchkwbvjsdq1G3Wo1TLqlnJ26JuO6kY0LN03P11faAlDzTHRS4L8cR7m4XblWla6EanWrR7hopIv7u1vnvYp2kagYyjqQgp6t/ro23DPntSlvuFlHKFwk7lvh0+KsLX8E3KSK3NvEeLwxk08BstfCu+lbINMtou64/IjODThsfI01Ug3lvco4nHG4fZwaj0kbfTroUIncTomZcoGO0tuXBZYUxr+/kaGY9JP5SPoR46YAbCyuV+2MWmEy2LsZGLWuQBGxVHIrt4EHpowEgMFZkOHxIB4yZ12WznNHSdJk8lC7fwOqse1NwqIDRsSYUtoORlb9QElvEkHUOX1VWg+C5Uk2lqbNrhpkE+3FT9dEAkcr2yFYJOqgGSGNDI7kkCnIdOPhTXhHosg3QEv5kk3FvKIkVaqw3266Gay74S8+ZCUm2pu5KAUY8XB9SjoT9NegCXVLLYRPlSffJReZqePgfHVfRY4QRzDouen7v/AFeNafy0/DU+n5lX9z9StdhDI8yqn++SOPWn+FdN2SEYF1jVRJIZaVmExeC7Ktrbuq8e3jzV0nsRxRh7hIbX1vLHX7SdlB+usn2y4W81wWhAZ75HRb3Mari7JfNYWHw1WX5PHdnzXLy4u6u4IGYe2kziRtuteXiddVZVVLUsVyc4xKqE0cEc91HGzMvQTBQr8QfHqBpWWCgkMoEoURFlI+2oY1Nd6UPnXUFmyqot2qgj7kwrzSHil5aB/bBYhHlHpCmgO9OvhqKoTl/TrIBk4z3j8k5xrYRth6ny7h+Y+1egu6LTMZO1XG463plraeefLpFIjSXkjyBUZi7JUKn8hNBoPtvsFnDEids5Y29w7V2HvHOPIAFY7SX70f7bs7W0sHfJy2uLx+IgS6y+YFul5lfZkJWOCCOQtFGWp9wB1zv+T1RhyoSZ5WAYOgI/N1qezeqeO0Q0o4GcfHXCOGxwMM9s96Z8Pa5Ie7jcTcS3ebz97HSvL9rbSQQ29f8AqJUa5bcTkP5T2NEfX8x/gtc2WbWYTPwjH6/MT9HUC+hxcvvY68uLMXCNwjwN6sVxklU/aWjsTOykg9GkqNDqMoHeGDn5nYfa34qppjLymOvZkfxVQzXxpbs/OxM1lL9xguRygAP/AFNRlH0ddbXH94siGmd4P1/x+tZ9nAH6CMdNPsVUn7H7nSOR7S3W8WEES/snSVh4im42pp0+58cljJvHDIfoSB0+v+DqpywzWkrWt5E8Ex3MM36Z4+Sgjap1pOJR3Agt2HH1/wAEOTiJJWq43tnI97diSdr5O2dbmMe/i7pvV7coWqNVeokX0trkeRzauJzPVgcFhKPb4a/TqtKNZtrMNHGO5bD8Rdyy4rtaGy7mvI4LvDyLYCe4lVTcRSLWOlTUkfb+WvW+aTx01+tPe4cMwEQWJkHx0Vpznyv2Dgmk/c5qOd3uo7A29oDPKt3KAVQqvSo8emhxqnYfKOj/AA7VhmicYjeNrdqwb5X79TvhZ7GxyVziuzsdfpj8vbW0fG9nlkYKHkkc0EQr9tN/PXQcGVHDDAb7ZQMn7usRrnvd0Plced4MDZsiDtlt1z9OxUaFLXtfHZizx1hJcHt++jN7BdSswfHz05TIFpx2/wBO2tQf5DYdsYAQjOLA6kS7OiWh7ZVXEgAyMG6s8epU27usoDmsPjHEV/aJFme3Xhr+rYj1SRA/zeNRrPPu/KkB6thALxk36ZdM/FaB40IiWyIw0ouHLdVPw0kXcF7f4S4uXGH7+sf3OMbkfbiv7cfqR0JoNxvrA5RltFutlUsv/KepPVtPqWrRLc4J8lg8viOz79UVsskwxeO7pu4wmZ7OnGG7otuP+7jZCFZmA3NFIcHSk6wJmA+S7Mf+f8U1GRbd+qDgqPlMOcXc5XsWwlAltpx3b8eXtBxBA9x4FbfZh/LpiNgnttln/wBO4dv8fxCS2H5Rqzx7igmXylpkluVsl9vCd/xrkLdEAR8d3HYH1039JqN9GhV6Y83z8ct/yrlhu4N4pGyUZEfy2j6rBn4/Zoqt/UbnuWe4guOSP3Pbv+9RjQjMY/0lkNKDkAG1oyh6ABiH9Iv/AOMv4lJm02zAP/qAg/8AKOqtuLu//Iey6Af+4ETW7K33CaEUIYkHoV0bgRFfIlW+CH8cL1pxCf8AKWPcqxi8pLFHRzylB2AIFSaA7fQ6YsqZ1vSAOmit9lnGtypMh90b0BHIcaHfWfLjuCNXQui17F9/WN5Z2IuSqSlhIH2oHTrX8dcofb5QlM9JapmNgB8Qydk+SXtcnNbspnjqeMaqZXZG8lUE60OP7XO2A2AmQ7li8i+rjuZzER3llOxneePhS7hsobiCG6k9+W3e0uFX3ioXmjGMEGgpov8AZeYJD+mfFL8j33hXxG+yO6IYF+nYg2Q7tyVxFLj5LF57OYEPHIrdSdiOQFPx1rV+z8gZ2ELOHufDP/qxUHA3+chY2UistvHVrOV2A2/+m5Jr+emJ+1cjpWVJ924bf9kVesdlLae3/bZOSFlenKGSVCQ3hShND9RpWXtHKGRWfp8FU+78TpYFTO7e5+6I+1c3JcQ2l1aY0yTw4/Lxtd4+/sIavGYzzUM60oa1o34rrruLwoVccGVY3RGdwD/WuNv5k7eZ5LCBIsDEsypPd3emK7b+Oewu5Lf427SvMh3nDci7s5sVGCjpMY09hkNQSKfdy3/hpqYgAGiMq0LORKcomyZ29pK2jI/APbdx2ve/HFn2ZjBexdnCe17mSG1OQXuRf1GjaQMJqsG/00oOu9NRsiBgBVHKsJ80i3Y6G/FXxp2vkPiT4nS1wHZsfdedW4bIS9yYxLia/t7eZy6QtGAzXCxCvqbehruDqQAvStnEkCRbxXmf5y+Oct2n3rmO68D2VkO3vj1L9BjUv7fhAT1KqsnIcHKsQpqPDpTQbKvM7LW43KM4bX8zfFey8R8Z/AOdwGN7im7fxMF38n2dpa4KFbOL27W9S0kMht6IRCWatWXqwXx0YQi+iyJcm06yP1lZg/YPYw+Ue4sXY9vYa6xPYWEjxqLc2lokV3nrzaP9x7ihZGpBs0h29ytR10WMBI4CpLkzhBtxye1AG+Pu17b537Tvn7fxCdv9xYCeW/wv7a1ucdHlLKMC4jijUGLlVo+LKDua6IKPOHGoVT7hM0FpF4nVP97/ABda90fGPcd9232ri+4MuMkIO3puzsR+zvLRreT25Y7z2kUEhRxkXiEBqRvTVbKY7ej9Fbjcue8OS3V0W+Q8djPjP4Z7Q7/x/wAK9tLbwxw43ujF90Y5ly0N6RwEokLIZY5GU+pqtuD50CYgPj7lPqTkWMj9qwrsy2s+7+ybrt/tvAT5HMQLLcXeLtLaaZgJYREoJSP22dpg0qXEjkxKeAQ8VICIOExKe05Kpo+DfmEFQ/Y+X9BqKWklKeXTfUekV714/wAyej+DflxXBbsrMVIIalpJSh/LXjSSGVo3Vk+Y4cIoPhj5hyMshu+1MvDHFGBD/wCzcV49APSdCPH+K6WHuNfKte2zZGI8uT9qFdyfHPffbFumQzmEydpZj/durm1lSNfIFuAUfx1Eap9Qo5HP49fmhZvkqtFPJLH+qRxP2gn/ACOvAMe5BNt18DI5CbSZFUugq1alVJ/hojpP1TEMDhOws0kjICqKd/WeNKn6HUEgdEQXTGhKXFMNhXi7K3JnJ3ptTprzRU+vOJclS7YWpWt2/wCsFPtL1XrTfUQMchNwnCcXmSSockzsBAoKpUKKbgtX/DViX0SvI5EpDGAlwymNaNVgCQD5U2Oqs6XjJ/FLlkVtyCSviD93114tEAK4ASA8XMAbKRTkBqAQVOxc93bqaf66fy18tVfzK2zC23svtiZs/aQSOlwtw1U9o1oyNxIJ6bEGusr3i/06yOjIvtdRnNQ/kHvXE/8AmNzkrWNMvDjoGxeL9xVNtB7ZpI6qfucyAkNrU9koHG40fUb1LPOR9sfqSfvHLjZyHGYxG2PiNVlt7fWVzcPLOhDSnkaDgD5jbWzJpdFjsEGvJWFRDGY7Sn6ak1NPI+OgzDl0Ml1AMwROVSOI403/AMt9UKqpmKuZLfKWVweSG2uYJqEk19qZDXpsRvq9UhGcT3j8leJDjxXo247hx95k8gPcVZ3k5tyNCeYHEqR011bxEyF0pkDJSsfmLia8y1vOsTwFokWBwTG0CxqFX60IJ0AwhY4nGMvEAr1dkgTtLI4ndFxBeZTLpEIsrkMccUl0rgrEqg8HjqCVIJ31ynO/xXjWAej/AE2k7fNEu2CNRp0W1T7rOJEbPMAOmD9fVSMNaWN5bdr9pQy3OJwVzbzXHdt9ZNS8vL1Bsj3FOQEm+9fprief7Ty+Lvssr3MWifmj/Bujst2rmRtzCQ3S6HDeKDqMXHhH7lmjiweEurqTHYjBYeKOTL3bRMV5z3MqvICaUIA1lkz3CDmUmcmRxHwj+GE7vPeIjqPp9yhXP9Qv72zxVh29c4W/ce4iJlDd3/oFQ7QGPgo/1M/Gnnq3k2mcpGxm1iw/i3chbZnyzDDxB+5SFi/qDrhMuMdlL6JmP7aSd7+9qW5F55beOQrx8qhR9dUEzX5qt0B1McAnuxn6lc1R7ACE5d92Y7t2G/u7B0yOWx8S/wBQtreYSLawSt7TuPb9JdRuoHTx00J3W0wo2RriSTvGbJnskS+D3MyG1FRMnM5R6Posuu7aHtbMjNWTNfXmGnjzFrPOWmW8xNwfXsxILKC24FRp6Fhuq2SxvG04/WNG7u1Y18BXabAcxIm7kvA4krVfYnGXGUy+BspUTF91Rpm+170CogykAEgj5+TilF+mkBbKuMCfmp8sx/tl0WnOuM7DEfLd5o/8gli8xmTvsN3PeWqJhO8on7c7vtAKG2y9uPbSUgdNxsdR6djTpB81Z3w74dfoFWNwM42nG/8Apy/5dPx17ky9xDiXx+Xyyq97g527P70h8LixuRxtrn67Fanz1YRFm6AwJx9SHdIfMPplWnd6JE5aVy2T/wCJ0/BCYbm57XkdGPvZD47vl4P9xnwl6fUPqAh0Z/XG79N0W/8AOKBEGkmLuaZP4wknbyL+lT57t+yejYuePuvtGReixy+t4RTwNdx9dVi0owlPr/Ts+GH8fyRDIQlKuJ7LIfiFb7fLY+fu/FZsKFwvyBjjb38Y/wBsXIQijfWtRrMlCYosifmqm47gtaNgM4S/TYM+KrWQyMtlhcPeTkvkux8m+LclhV7J24rWvhwOna6xKyTfJfEFv9wD/e6Sunthu/VXL7Cqt3DL+ws89Z2bL7mEyEWax5AqVgnId1FK1BJOtCgCydZl+qOyR8NFlchoRsA0gRMf/l9iHzX8drLfXMPpezvrbN2gH2mK4okyj8fHRY7rBF/1RlA/ePuS5j55Ef7Zj8frVy7TuUgymaxcZ52zSpf2nkBPuyVFK769xIGcq5jUAg/go5ZEa5h/mLhV7uqAYbOy/thxt7/9aByKUp96j89bd0Ru+Cd9u5Hq0h9Y4Q2G4k5hnJLN6uRNdjsRpQ19i2gQyIw5e5iZIYwY1dwqnqAxO1K6H+3BLduEndKNcTM52h1qny13ZlPj3M2nx72fItpeWVnbzdw5j21e6uby5iEhVeYICICOP/xXelcONAQrwvmfD9tl7nZK60vn4BZI3cneSirdz325B2nkA38KV20kOfb2lb//APmaCflCMWlh8v5WBZ8ZfZe+tW+24tnlmiY9KckJFdNRu5BHVZ8vbPboljKIKK2HaPyndAG9vMxEhJBdjMKEdRUHw1E7+WNBJLy4Htw0lBXTC/GHcV6E/d57IQXA6cp7gcgBU7c+uk58nm9BJC/acEdYop3X8QdxJ2dlbuzyGRzV0kap/T42uLj0OxDN7QLV4ryPTQ43cuyQjYJCJTftvG4Y5UTuiAMv39NVgGO7W+bMzZ2MuIxuXyONxMvLE/t0e4htJeRY+zxLLG1dyBQ16760WmQCyrM8eM5jGTlCO4r75Q7V7qHcHcGTy2L71kUlL+e4kjv+PD2mJfl7gqp418Rq26YOQgxo41kfL0RePA/3B904qxyNhDn8vhradbvFXNo8k9vDcryIeAxMVjcFmrwoa9d9WEpFKyrqHY6cyWA/uU7ntZcVnLTufNWUcifuLW7a5ukjlUVWquW4tT8DTVpCZCrTKquTqDkMb86duYawS+XO43A4C4ju8aZfditrCckoksTGgiNZfuBG5/DXmmBkImyiZLEOUq5xnzrlMde/ukzl3jMuTc5CSkkkV2zRxx+5K4qJDxjQBmJ6beOp/qdiHsocZGFEj7W+asXZQD9rmbKxxQZ7KSskSWgl+8xtUCLl/MVI5eOpBtHag7aHLtlFuzu3P7k5rW6yfYyd0WtnkJnu7q7x811aw3Uzn1SckdFlJP8AMtdVeSnbDuUrMdg/3Q93W0dv3Pju7M3j4ZGeO3ybXdwiuPSW4TsadOtNVJk2inbCJcFJ7fwH9x3YD3Nt23jcxhZrhBJcxRW6iR4hsCwZSeI8PDVomfQIdgrkXJRg9zf3VmiteZz3DT0+xHXfp/6eiA2HogbKe37U/Dn/AO7QuDBddwLJ/tgrAq1r4AhKmv01J9Ts+xe2Vdv2qvv82f3EtZyXz945xLBH9lrrkywiT/SX4AA/TQfUKOKYfQlP9t/3G/LuFyiHK5+fuTDzNxv8TleNxDPDIAJF9QJFRold5BVP7f6mI6pj5OxeJ7e7vuf6HF7eEycdvlLGHqYob6MSBNz0UkgaryIiE3HVdL7HyTbxmlmUSY+KoIAqAw3DGhA336dDpMOq2VASIZOxKzKzbup9L0HIrQ69KWFaNOEpWRqs7VO/prUiv46ruIT9fE7V8t4Y0BoDwBXcV2IprwPVXt48G0TDTSPxcEbEk+G58aaICs22sEsuo5QempH3HyqdSVUUJ0uQqyFiW6EbUIOqMVX0yNEkO3Jd9j6qeVdVKIA4SqvXw4fbX6ahVYr0Fh7u27Y7SzGfUvyt7UQQBKVS5vT7SlD4GrV1j8io8jl1Va7pOR3DX4J+iwUVTtP6Y/esZe9xVpaz2dtYxzTFBDFLMWZ0cCpcDXZSsr1iFxkbIx+nbqgD8eRZ/wBWI7Dwofw1OFXCb4LuJqELuPpoJLqjpgRI0or9hOwG2vbd2FeByrzN2E+U7fw02B4jOftCby0d+D3IlYyo6s23JQeJB6+euf8A7jGu+UJ6fpK3pcA2UwlADfqXK5epezftf6vYS2t08PtGGVDbyM0BCe4of/iKg6679yLQJg6hpbUtPeCRIGJVm7WyK2OSuEnmeeN4EFJFoytGd6U2PXrp7j2OiVFgyuK3qF9pAft3FaVPX89PCSbE2Ra2PD1WshjcqKlG4kD6jx/PUxIGQrO+Qmbh0Uxvcq07W8v7iAxyftys5/n9GxJ8fPWdyvbeLyM2Vhz+oYl9YTdXLtrZpY7Oi+S9vLrDXmCheOOHJ5OK/wAvcRsLS7ntUID2aTAkcabinU9d9clyv8VG8T48tBiMu38fiFr1e8AzeyPnOHH3t296E9zdx2eQlyHbeFiTt7tu1kH9Ow0SFUuEoOUt08ZDTydfQTx8665W7g3cUiV7mfbqfh0bvWnDkwnGIhLTVi2O7sH3rObXNzYyeKe7/VfEXZxeRUoIlmxl8fT6U2oldaBqjPEcbo7h27gsb93ODznrCW2TdktPwyol7fpYWyxljKuAvpLGpNTJir6vtiviq8hT8NRs9Q4Z5Rfu3xzjs0+1CsmYRAP6J7T/AMZf6qw4eeaf48aGF/8A9c7MvfcgI+4RRt7sRA+qVXS1v/yYlsXRz4p/jf8AxjAnzUy+zp9iiZnIR3l1n7G0f/2OetYs5juB/wBu+iAYlQPGuqceHkhJs1yMD/xPQ/aptnuM4g/9g3jxHUL66zsGbku2nYftu6cMrzgnZby0HpYfXUegYANg12fYfwKiNvrN/wD1gx8Qolln4rq/xV5dMWGZxb4nKBupeJCqkjxO2i214siAwjISj3IcLxKcCf1xMT2fH8F9aZxI4+3b6WXldY1psTeA1JeCvEA/gANVnW5sAHzAT+KJC3FZ/lJj8A4ZR/8AydbPC2+M5lp8NlPfsiu4EQfkqjx8dE/bk2bv54sezCmPIEayP5JY+Kfz2cfI3PcEQHtW2SijnlqKgSU4nbz0Pj1iAgX+Vwi8iwzEwOv2oasjXUsk90T+vjf281TWoBFK7Hw0/Cva4EcRkD9uUCZ1f+QOlxYq7jt5Derxijx5eW3UgSMhOw8aAeevRMRqW8zjCGImRaGgiyN4+1yNtc2GWu5FjAh9uKGNiRxdQwNdq0ApXRuDZGychEMAkedWa64PncPuVizGOXuLDLbxAfu4gZrVvH3FB9J+jDWlOAIZKcHkmmzuOqz9JCUYSGhatafykbH/AB0ntI8V2gn1GiL9sYjM9z9w4jA4aJrq+v54444VUt6Qwq5PgF6nRqYEyCzfc7YV8ecpdjfE9FdPn+9s7/5l7lksrpZzBJBatICKe7bQJE4BHgvHj+Wj8mLyWT/jrx45fQkrNJSrMsNQsVK1X6da/npPaxZdNvZa/wD202cX/kPd4LOInw37h1TYUWQAM242oaV677a1+EcFfOP8jrAtie0FWP4kxFsvYHyld3+Rnx9tBPBPFeQGbnCs7SxPIogrJyUR19G+2+2r8ewmJ8SsjmViNgYdAoOL/fPddjQYXu6Xu7Cydw4+7a/mknlmt7pbyGFo0Nx+tGWjkKyRMaePQmo5WNKMXd+qoIOJSZm6eKuXyn3V3b2F/cZiFweYu/6bkbqD99g5ZDdWs0RlaB+cDlkUMAKsgBrVga68bSbRDoyeo4O/jTt/kW4ZLF9r9j/KufzODhS3vu5MFcSZSFDQPPavEVmZQfvInozePEH7ixJYRcLMnNivy77nknve48xPIXmm/e3Pt8iSeKytQb+AHTSsz5iuhqrHpRIXo/8Asry8uPk+QrczIlkcXDcPzLDfm6HiBX1AdKDl1ppqkCSxuXIiWVI+YGz/AMT9qqvxnZRRdtZ1FbJd52k37q6uo7ikkfOWgIicn9P+Wop6fs0SwmMfKELjwFkmkVP7B78xPb/xL2ba93uj9q5qa4xGQuZ15+ybhpmV35V5Q/esyn+Vqjpq8Zf0w6XnAi2W3omO+/jBvjT4Z+Q8LFI8uKbJ2V/hJCzPGttdCLZGrRwKsvL+YbnfQzFokJiB32glat8e/HmL70+J/hi17k5TQGRJ3jl9azNCJWSOQMaMtFFFaoNAOlRqX8uUAgiZZUv57+TO4rH5mT45s+7L3sXD2aWf9Ou7GyN5789x/PMVniYKpotQr7g12FNCM8smBX5dxR27yPc/aXz72dL3N3Qt33Jf2K2V3j7W1a3x90lu08iXchWYxrIFk4sqIfE1UNxF2yhGWFRL/CdoZX+45M1H3lJH3jcZSKI9tPZ3KbyKqSIs524yKS424nl5b6sIgSd1UyJgzfFUT5q7m7h7U+Ws12tgr2bG2V7d42e+ntnMUrlbeNaB1oygl3JFaHVZzIkw6otdG6vcei0T+5bvTuf477t7JzeAv5YhPaO2QsuTftbmOL2Twli+0n9R1L05b1B2Gr22GJDIdNO4FYvbfJ2DPaLYR7GVb8LcLCwjjaL9eIRe0HL1WJzWaULFzaRmo6hiNIErSEJeKzor7cRmc8pSNh5Dx1Bwunq4YrgJPkrR/lNLi5tu0e5oTzxWQwVjbLcKOSi4s09qSM9aMDpnlaCXRliewWCM7KyWO44VBRVSQzuuwoCvKjEeQ+ms5y66m2iE2YpULBY5RT1MalBt47jVCCEWEGIHRfIoMbMaBWJIHhQdNWIV3bATFaI1dyftC6IIlLzLOmRJsnQGnj1qdSAkZTEkuKWNZKk1WooCNq/XXmZCLnAT0jgtWMBeTekDcfjryG3aUgTIjsCd6VPLY0A6DXivGwAJv9wPbpQ1618fPVWyr7wzreO4cnYW/wAWR464hMpyGTgjldCea+1yep33+2lNZXDpkfchYTgRkPsXuZbEcAx7TFZHcPYTTMuPgapPMcz6tvJuh11gAjoFzJ2gsg0k3JqkhW41pQ9a/wANQ4QcJiRnNWpzZmpwOwp+WhqIxLLkpMfpFS3E9NxuNxvrzx/Vp9GVJEAOttyuFyU9jY5XFQukUtpF7NkzKlyzRRjkUSpDgddjrmajKqJjfWWfBwQuz8l7SqkCw0Qe0yMGbtv6JnZZYrq2Z7nFXxQyGOYrR4pFbcox8/t02H4099AEozDyj+Xel4zFkTC4sXx2hR7jH5Kzia4iZb9EjDtdWdaqw2o0TDmN/GhGtzj+4QsIEMHsl0StnGshmDTZQh3HcNGGUsTGoIYkMoI2O+tWPKAOUAXB8jPVWnt/vBJkWJx4bsp/56YjfGSYjYiV9nIndArckAJIH+rRDaAiGeU7FkIxHPMFqVAC86U3G4H01AmGdS7ghZzmci97fEkUW38F+4nwNdZPJ22ljlLTkRN4nKh3jvcWuWhb9SXIe1zJNKPAAVI/HWIeDD1Iyj5dn3FNjnTMZC0Pu6/TsTWVEV1NkJYkf2riyjVgfG4gpsAPKu2syrjWViMNdpf61pytou3+Zt0U/gbqZJck0fLjkbdI3G4DuEoQfrqtvFnYIlvlJKPVyaq5zJOJRiD9TJiK3nhGMk4MDYwyRNIp+0kUAI8gNHsosnGX+4gnxSlfIqhGAGTEGOewpFnazRW1isw4ftWk9lutY38APLRpcSU5SfQspHOhDbj5XX37KeIowZS0Evvwup3JcmtR4amPCL5PRvghw50WiNvVTYse1wjW6MV5zi5cnaor66amXCEdDltvwXo84fqGHfGr9F1MSj3DpAjyteTRpaRvQSvJI4RFB2PIkgddGq4jACWSg8nnmIlIBoq05bKdpdoX02As8L/5X3DaH28tezTyRWUVwv3xRLGylghqCzHrrTjXTT5Yxdch63L5fnMzCJ0AQiX5NsYGJTsOwkIHLlHcX1KfTjIdEDdIBT+15GvqSUuPv61mUTp2Lj2SUf7i3V6a16g/q7fnoZnA4MAiDicln9WS4/yJaAoZuxce3EUAN1etRQaUFZDr0ZwGkAoPF5J1tkrj2p81Yiw9cvxfjLpFNATd3PI08+daarO2J/SyiHFuBf1Cfp4qw5X5y7KsRHdy/B+H4XJIZxcM1Zab8iYT10ubIdn3fktamrlTxGyQbvl/+yH3P90K2GJntvjb48xvZ2YvEaGXNQuJ5UV9v019pKGnmxFfDVTcBoE5/abrCPVmT8T+JKxaNpmkkluyZbuQmRpXJdpHckszMdySTU6TO4l12HHgKoiMdE7b215c3kMcMHuPJViAdqDqPoABUnVdkjJgpvvjXEykWAXof4qwuI+Np8vnu5szY/tMpgpoVMN1FK6XrSxmOH21Z2YFQzVAFPpsTq1V+kCSQvnfufOHMmDGJxhVzsz5XiweGz3bsPZl1kbDPvC1xcyXwRglu0jCkS2xA5e6wYczt4130lHlU1hl67jX2S3EDp9itON+RO1u2bKzu7P46voEtL+2ykjW92JOUloQ0Yo0IoKj1Hf/AAGqx5nH0ihw4V9s9uH+nchHdv8AdZ2pedzTd62fxuj9zOPbhyV/eGb2jGzEIIxEgUAua8WDGtCaaaE4gv1TUuLyY1mvSLuQs7//AJJXTdz3ndmWs7vK53I2j2NxK8621ukUrBykUKo/EKyj1F6n6aN6oCzJcWbsszydziMreSZDEw3Nn++kkklt7grIsckh5MqSjjzXc0qikdN+us+4kFx1XY+2x3ViE2wtA+N/lHB/E8d9HjsVdX+RyccUd7etMkSERNzCLEFagVqjlzJapqBsA3RfCAbUrH9y9uust8oDDT+Kk9ufNlh2pY5XAHE3md7QypkmiwOSlRlsJp25SrFPwYyxScjyVo1HTYtVjePKiMdFnz9sucSAyhWY+SOzc72HZfHf/jl9irCyu5b22vYbtLmSGSVnZR7ckae4icyvFpASP5qjUSviQymHBuEnZWzs75dtc18N9x/EnyNNcS2mNhhuO38jDxN21jDdQmS0RXNCVB5xnfigYEEKo16FokMqt3EnVMMFY+4/7ouxb7sTt7sXt+wzmCk7ZmhusTmrOaI3EFxbcjGxjdVWVQXIMbMvIeNdWM4pf0J9irWe/uf7b7/Fle/J/wAeWmb7lsFEdtnsfPJj5m4kkPwUMVNTy482jDVIQVOqiUeqt6VjMEzk/wC47t3Od54XvrK9t3j5PCGVbG0ivAkSJLSvN2jZpHO4JogAOwrvonrRd0L9rYzKDB81dhQfJsXyu3bORfPRywzJZm9j/bK9sqIrgiHkSVRUZSadSDuAsGcSXRRx7NjYQvvv5Q+Pe/8AvWXvzJ4XKW17KYxc4uG5i9ib2lVUcTGPlEVC7qEbl5rvWhlEyfKLEzhWYYyjHzL84dl/M9ljvfwF/gsvhIXjsLmK4jvIpQ4Xkk0bJCaNwUh1aq7+lq7RbLdlDqEolZLa4TJxW0WRnsrlbKUVhmeJ0iavQhyOJ/LS4kuo4FETLcU27cTUgszVQAfaPx0AnvWnbPa3VWrtb5AzXa+Okwt3j4c32ncSGR8XfLyjWQfc0TkHifw07TyDEbTkLm+b7QLp+pA7Z9yKT/Ifaq8pF+NceE6pyurk7eFaU0X9xU7bAkR7fzW/7p/T4ptfkPAmP31+OsUqnY1nu/8A+/VTya3+QKDwOY//AHTTUnyVgU9B+P8AFqB4e9cH/ix1YX1n9AXv2PLGfWn9aZb5Nw4qE7ExaHqRV2//AKgdX9eP8oQZcXkg5tl9aXB8qYuNg7diYlwR6VdAR+Xo1Hrw/lCF+0v/APckn4PljExOGfsbGtGD604QEEHqKNAdR+4h/KEX9nyf/cl9v5qb3Bi+1+7O2Je8+zbJsZd45h/VsStfa9l6D3Y1JPEofuCniV9QC8TqltcTDfD6kfh8uyNvo3ZfQrNCQzlgCXY+HWh69dIglbM4gL7m3uUqfcrx5bdKU/DXnLqHG1bHZ3tjdWU2Kykf7rHz0Mkf2tyG4dG6qw8xpa+mQPqV6j7VWucZRNcw4KAZLs5LO/ikF+r9uyg0v5lKtCxr6JlTdmP8oGzHy07xOV6oO7EkjfwPSsBBHp9X/NHcv2b8ctjLeXt3ua+u8xJEBc2t/hjb26ORWiyrJVanp10eU0IVxk+AspyFhJYXEsMvJJEPQ78x/qDeP5fnokZb0nYNmFBLfpqtGoxINTtvogLZCBubKsONzuTuzZ4t3eWK1cyxyBvWnFSKip9Hh9uo2gu/VEpn5wRqrLK93nMTd3E6A5C0KN7oARpYf5gyj+bxrpGykcdiMg6jp9S3xYJgv8wyCPpqh9rfTWlJLcvHMAW9+NiKbAj0+JPUnV50VyG0gHx6Jeqcoh3ET2J+TN/vlEmSsYr2XiKyrWGdlqaktFStP+rVBx7IDyTfuJTPqmR8wB+napdti8NetFNZXbWsiEcUu6+mvgHjHT8VGvDl3VFpxbv/AIKI1Vz+WW09h/NKuMdnrEiYIby1CkmW2cXEdK7g0JK/mNHr58ZyAM89hwvS41sNGkO7KXHmSbJoYqiR9hy3B+n4jWqLvKhRsY5QZo+Q9aGN3ILU2oRpV0L5jhN+3wQrP91dj0PHUbR2K23sSnhmkCrAC7j7uKsxFT4hQTTz1ICp6e7CKYjF5S6c22Fs7m/uUo0trZxtcOoJI3VQeNSPHQZ2CAckAd6YgDLSBVstPiz5MyrNLa9nZNSy8a3SR2wp+LsKaSl7hRHWf2Eo/wC3tOkftZGLP4B+Wb4BRiLXHiOoZ7y+iIqNukQc6Xl7nx3HmJJPQfmjD2+1tGfvVH707evvj/LN2v3WIIc37MV4ogczwtDMWCENQUqUbbWiMlw/3JayJrk0sFAosvaJzkhHuEUVY4wWY1JrSuimDoMpYRbs43Nx3r2tPLbk27ZezDyzP9rCdaCOMCm/j46LUPOPFZXuBHoSbsVavGvZs7k7axgBjiv55JyteJCzseUrbbf9P+GrmsycxROPGXpAjOF6K7DyvandGDzV7nZBhrTBmCG8yF/Fj723ZZlIEjF7Jm6jqXah8dWqhExJJIZZ077IS2jqgXd/x3aYoQy4f2ZLPLcHx15Yt72NyXIAcoG9yT2rjxMPNkkFTGwI9vQrqjEOMjtTvG5u4tLBCyLKLPjrw4rJWslnPbzcZ7aZGSRGPSoYVoR9NAGi0Z2NkLY+1sb8YZN4LR4LzG38qqospMgkTzSEDdRNZMN604cuWrQq3lhqs6fLMA5GEa7j7e7EtbO7sJpZfbDGO5s5bxmmt5V4kNzjx/CvE1WpBpv9NUso2HadUfj+4SxKIVWPxp2BFh7HL2+Uu3s7uST9qyXUcslyYyVdUgNlG1EIoZWotfAarLjbQC+CtGHv05EjYF3tv4swmSxc+fyV7Hje3WuHtLDKZy+XFLPcKzBo7eNILgsycaM59HXbykcfyuSyrP36zftgAmu5/hnFYbJ4TF3mUlVc3dixAUwSxJJcwia1ZZ42Mc0cgDetadBtvTUCjzAdqm33o2QLxC0vEf2dZbAF5ucV4YyOLzyxBeROwPFtvDz0ryOCbsbzFJ1e4xhLd6YKt9x8RZ3tLDXXck9pE2NsIzLc+0Y2coCB6QGJpuN6NQb0PTWWfYXLeoSnj76W/wCsBCO3sXf/ACb29f2nbgsJ3gLR3YTIiKazkYERVElireo9Goy9fw0er2aAO4SP0+CDH3myu3cAH8NVTM1/avk8NiLnI5qJ47BVHqivopm98xOUCoLT1cnUVPIVr4HWqOOIjBdHPvs5ljCOe7+Kyrsj4f7Z74gBssjwzQjMv9OkvP28rIu7PR7F14joSjv+A8bwo3rL5PPMZEkYdEu4vguwweFlvP6l+2giYRm/t7yHM2kcxJUi4W2gheJAxVWdTIUrVkpqZ8c7cdFaj3bbIAhUftHtqxus3e4TvIti7ixllt7pnmaD2pYWRaM621yvGpO5oPrTSlfHfBWvd7xOAG0ArVr74N7cwt1JDlbsuWsZr2IrkRIwRYWkiLrDjGorEAVLitdtGnwxDVKQ99tmPKA3gm+wv7fbD5Ex0t92/dpLJGkQnhGSRHgklFQJlnsIyK9QU5D6nXo8QEOCol75YMED6v4ov3T/AGm/+NYy4yWUkuIoY4Z2WWK9iu2EyRM0S+2lnHVWYAMea01P7dg4KEfd5WSAICyT4n+J7fvm2ny+UkEGNtFM9zNLMLS1gtlrWWWUxydSKKiipoTUDXq6iRlU5PPES0Qjvc/wdhoe1cx3b27kVvMfYwS3NtLYXSZO3k/b8TIrsYbaWEqpLUdGFP5tWlUwcaIEObKRYhisB9w8gKnfrt10IhE9eRU9Mdk/6d/Wv2U4w5l/bfvvaf8Abe/Tl7fuU486b8a11DFnXvUkcdU5Pi8jbwfu5bOdbRlV1uXicRcZAOJ5EUoainnqdpQ3csrt8VYiO/zq3JthdXaNFbYyF6cWvZ2SOMkMjii8uW9OlRuNFqiJlgh2S2R3L0P3H3r2J2PlLftbuhu4b6+hKRZDuy0McdnDPM3qRYChWVF/mBYHwHI6asjXGW1knXZaRuBWbfIfaOJn+RlxmRkhtLe4x1pOt7E0ePtnAV0ErtDayIC4QGqx0PUmpJ0nZTHeQtinnThVEjXKLZn4Ex3bNo8+cuhw/pt7lLO3tMlHcSSR2trJcLIAliQI24r9zLWux1MuNs1RafdpzOAE92F8HRfIHalt3PgopbiymeWJ1e/ZmiaIleLBcadzs33bfXrq0OEZDcDr3oc/eZwJi2nciMn9uF0/u2yQyNLDs6RXjOVbw5AY6oqQRvq/9vPb9qF/fT2fYs971+M8L2zAkh/eDI22Q/pmTtZ5gRV7eSaN4z+0jZRWM8jxb0kaDKnZJk1X7lKyBLDuROH4a7eucYc7FdM2LV1jmkGVjZhLQfpBFxxkL7/aI6/TR/QO3c4ZIz9xlKTEZX2K+K+xsl3Xle1Wvrm3u7O9a0xxe/VDMQxTifcx6ryqpp6hXy8NDhVvLBWlzZV5TfevxF212phsney5GZLyyuIICRdQ3gBlhnlKNGILccqwhPTMaFtx4aHbTsOdUfj82VknbCk9k4fFY340+S3hvIsqiWKOl1B6WhaWWSGMAqzULqI2cV6MV36lilvSks/mOeTWRjKwln8R18K+Ws4LpCwDJvma05flq7YSmVpLtxZQBxLKhSRdga1qAfDpo5i4S0ZFHsXeJNY3E96jPZW6xidepdp24xpv5n+bwodKnjES3rTrluhtOifubiGSwEdlbrDaW9wt9cCMMJ5Tw9niHbx4MafXVByHlGEosqT47xLS0Wd93rKmYngnljlSERzWksaFVe2mQSRsFPQlXHL/AKidaMBswsLkjbNjp0QJAzqHj4mh2DdK/wDy0UapUgkYV47W7bb+g/1aRD7t6zPDE3VYU9KivkxBOse73A12jsXT8XgbqN0vmllOW1y+OuJTGsYuQ8QCzAmGn8yMPJlJX89bEoC6Gvlks8SlTLyax+3uUq8xNvdQT5fCEy2BYre2X3T2UqndH/1KCKI46rTWTXfKmXpXFuyXb2fTxTs6RaPWqw+oQWKAxtJSMr7jAkqAKkjr/DWiS/V0mQ+qQjKqrEGMbmta7k0XXlbTK4bi6gkWaJ3jYAfqIaEhfPQp1Qn8wVxYQQYqZF3F7sYXI2cV0PuMr/ozIp6UZaH+PLQP28o/9Um8U0bd3zxEvv8ArUn93gpF/cQXc1uF9EkM6Veq71V0WjD/APDq4vtjiUM/7VY11nzAt4pi5yeJ2XhPNMPtm4qiUPjtq2+4ltjL0Y1g6HwRvtDIZe6zsBwaLYQ2ZE926oKe3QgpKTWpfpTVK+FZyS+7IOJfy/mmoW7dBhb58FJaYTubu6xt4xbXWaeLJWwrUskCfqoD9C7HSn+RVSJIB7JDvw0kz7cYi0vrP7F6BildowzEt41J8dcOIsy2Jw8yYiIMjBerFq/lrR4NW+4d2UWWiwT+63sNMv25j+98enLI4XjZ5AA8TLZXBqCa/wD05KHfwJ12dNu2Trm/cqAYi3rA4XlWzjTlFcykiFlJWItwd/Mk+G/h/DWkQyxHVh7Lmmu++O1UJH6OXtKxpXglJlai1+g1Fe0zHa6R9x2jjyHUgozdxNiLq9sroKtrcSS3UZqAWEjFn5dNwx/hTWlAiMfFO8SLUxbqFYPjNbafsvvq0mVWtZ5MerJ6d0dpOtKf476VjmEyFhXl7x4qZ8XXZ7Um72xhjbK9tWOOiya9vTMGtXma4RJBGrh1RnX01od96a9xS0ZeCFyY+aKt+D7++N+67i5ssFiM5hs1Y2M+Rmxs00tpbiK2UE8ZLa6ZGNeIFIlPjtr1QqtPysW7VFhtrHzPlZL8mZK2ub+ygxtklj3FjEa7uZo5ZJyZwVniBkMjc6R+ou3rryB2I0gJMXCeMPLlaxn8PkvkHt/tHu7tOANcd7exhbsqoYQZJaoXkp0CoJC3/wDj0/yWsIkOoWdx5enuieiqXypf4bHwx4nttY54bUrhMI3uFTFjbAGOWcGORCJLicsy8wVIBrpO2e6XcMLQ49e2OddStR7g+Mf/ANw/gXsnP9rIL+ytMCLdhEnvSWs4k5y3CwrvJVleGdU/UT70DMvHRJncGHwQKmhImXXVYT3ZnL7tzsvDdkZW9Rsp2/eWmRwl1ARcQvZgTXVsxlCiT9N5An2GlSPAjSxkxWhXQZgsHRX+264t7z527Ykh90M89z7jm4kmSX3LV2Y8ZVjaobxK6LVJyfBA5NJrYHtTXe9mO0PlG4znbtxctMJTeXiST1hke7dzPDT+VWRmX1NQ9COJ0rdyRXcQUWrimdIkFf8A4PiGc7R+YrO1s5S1/jLOCO0iKzTOZBIo4+wepr02OnaTug47/uSdwabH6ZVX7X7RyXx/njfCyyFlFDbG5yVhfFrf3rGB1kkZUuZoA4i4c2KFuNK00IgxDlFG2RYLO/iHJf07up7xZBMf2GZt45uIDNDDackqQATQdKk6vxC5VPcIbQrB2jgTZ9/W+Oxae3jczjMic3aKR7LQJav+o6hiBRnUcm89H4h87dGLoHKHkB64ZUP5Okjl+RMhbWssUsP7THpcyoUmV5baxhUsHfl6yR6iDWtdJfqT0vkC2P8AujlucRh8VJZiOC7nixUb3YSP9yIjjmqiuQXVT48SNNcs+YeCU4YeJ8UX/trw0vcvw38q2EcD3V3kbeziMFon6sjtByIRYwfVU+A1SHyH6dFMx5/p2oXi+yc/8YTXeZnxV/Bi3tZBk8dePFDJJZQlZJJkju7mDkIuIbkA3H/ToeQHRgxLBFP7dMEvfnxV3X2zi44LrL2t9aTXWLnk9lLuzEavFFI6gsiShWUNvxb6aLBjBktaCLHVKkw938S47uvH55zF25n1vMXLaXCKl3bX/wCzmNs88A5rGzLMwBRuL8SUr4Ak4wU3ECRcLztFDc3J4WsL3D7UEal29RCjYA9SQPxOhMmDABerrpu27f4djeDEX4tJcWFkz5lc4JrBcdVben+yLoZAD9L/AH/fJf7a6eJgB8PwWdHfu+P4/kscys2etfjntbC3MWWs4chBcTe49zLBjprP90Z1U2rR8ZCT7ciP7lPt26HS1kmgFrcDjm68joDlffHXcFj2f3Dg8vcuP6djcpbzXxAHphkHH3D40Qqa/UjxOq8WxpCRRfdqBECMRhl6v+XfiKyzls3csMk152rOrXc0ti5a6sobpecrxALIs9rISJmTiWjcc4/5g2hyKdx3RWBx79o2yXk35Dmv4slZ9vZKKRL3EWTWdxcTmGRLiHlLc20kXDkvEJN+nIrepSKUG2szd5lt+iBSZLcPnibn2Lhbq2dUvI8ThbYMOHu+zPbzrIFLAsFYbNx/PTnMwB4JL2uAnMg9q82tnrmLBJh5453htC72DJcyRRxGcqZSESgPLiOuko2OAE9dxCJErbe6MPDk/j3t7IzzSfucX2w17AfcdTJIkjfcVYE11o8gtCPgsbix3TkO9ZoPkf8AqHZN7gMxykycSQf0e55vI8cltcKyrIroVZBFJcKrGSoBClT10hKbgLVhQYyY6Lc/jfty9zfwnkP6VjZMjctmrnjb29uLjiXtuCu0QVgUVmBNF6dNaAzQ3eslwL86LPeyewe7O3vkjtefuNPcc5m1dnktrmKdC5blVpreOi1KmnKnloHHjITDpjkygYHavv7iXNr3PbW1qfagukupr1EWFTLKmQuVRnMY5sFAoBKajqBQ6Hyf+wrQ9sr3QdN/Fxr8N/MgO/Czxjg+XO9Uf5a9V8kgg8wNfD4fesZoxVW5ek/8dZ5W3EdSm+R5V25VrXUd6lw61X9o3JQAGLVJ8Qajx+unJHaHQYceRwNFbOz5MamMzXbvcUcyYfOQwCPIW0YmucfkLGT3be4EZIMkZNY5oxuVb07jSh5cCDEkpqXAsOYlk3F29FBBPCuRinFwvCRoA0jCrcg3A0KnboemkLLomcZGcBtfQ5ZPR4jRI2yzhUDumxvbnOz84WtmCRpDC+1ILdBHGu1Q1Ao9Q2J/DW7VaJwG3I7lzPNrthbtkAB9p8FL7d7KtL6cXmevoIrYMfcs1dR7jE1AL1oAaeGk+VyZaQgSe5NcH2+ojdbMEdjsrvls5i7S3WDHcJ5IlEcQiA9mLYLUnxoPDWXx/b7Jl54GrLa5HuNVcdsTuKpNzbPce5JI3KWRuZk8eVNiK9Pw109Y24GI9i5r1DIky1Qq0usxibhbyyneK4tuQqaPVZDurAbOrEdG1a6uu0bZB3+rx8ftUxtnXmBz2dvijdzHDm7aXL46BrO4hKf1G1SvCP3dhJGG34MfDwP0prNhGdExXIvE/L+Xj3d4TspC2BnHEh8zdv5dh6sUD4SRcFYsrJUcmK8qDff8tOgpZu1NyShhu1OQqC+1FHTVmK8SAHKQ7mRxbqheY70UE76gltUxWTIPHKm4/t3I38iWVY4bqROcK3ciwgKerHxP5a9RAXloyx2q5gayxLFXzF/G+Jt4A+SnkyEpJ9wRuYbYDavEKeRofHWtD26oDPm+1FAJVtsLKxxNs1vj7VLa35FiY+rcvFidyT9emnBCIHlUsHRnt6+ax767We3YpczZK3tqUNTDNySUE+XA/wCI1h+9Qj6e7qDr/wCJRqi1kQO38F6YgISLiBtv4/5+GvljBdZPMnVB7z+VcN2Ncz2UlrPk8osKzG3gZYwiu1EDO+1XofyGtb23aJSkkuXyY1MCsb+S/li6+RLKyxcGPfEY60mN3exNMJzO0akRAhQuy15UPU63ZycjsWByeSbY7Wx1WB3sD2uRuIihCyD3IwxrQneg1uQO6LrHGFaPjWzSf5D7V9RNxJkYgiBSv3E/dTyp46tAvMHsSvPj/QkX6KwZrCWF1fZB53kedp5KgSFeJUlKUUigFNtMCmJ8xT/DiPRie5ffGcv7XDd4W8NV/wDcY5UHKuyySitRQ9PrX66iH/XNYHI/7x4lFu1yUz3fIY8icJbb77/+8j8Oo1HG+Wfgqcj5o+Kk9kW/u9/5OMdf/F8m1QPoh/w1TilpHwXuXoPEKn/IFs0nd+bul9WRt54/c+3i4SJKNQMw6D1AHSZW1CLwZbf/AGx5PKw/GPyViLe4pZY6IZLET7LLC99A3OhoQvStQKgk6YiXj9f3LHnFp/V96w3vuZ//ACnKY+4laO3x0n9JsA8rze3FZsY1KsampYM5p4k6VK1otGDq3/Gfy73h/bl3Z/Scy65bsDIvFk8piY1kWSzN0OMt1Z+4q8XjIYSotUehGxHIEyCxSBDhxotA/uv7V7efGjufDeyltILbLWFDQGLIyNHcJANh7cjvHccf5WZyAOTam+BYH4LS9ouawx6ELKP7XBX5r7VPgtxcLtSn/wCUevhXVOOGdW94IM4siXyddInft9FM1WaKMirF/Fh1IFKUpTw1j+5xBtKd9rP9AKd8J5rLYu2+RbPCZKTGZO9tsYuPv0PF7d57wRB1IU04l69Drb4ER+38B+C5z3AvyPEoRH8nfInc1nmO0sj3S3cmUjlntY3yT+xHFBPHLaTPMSi/bt7S1b1SbGtV1SUzKLJuqoVzEpBgqf2NgbjBd+vgrq4tr2aytcus/wC3LPB7n7EloySEY0+1th9DpjgR8zeKB7rYJ+YaYWjdrZbHdwWfclnj8SO2+7sWYZs/iMfLOZMhgkCsywy3LSzBVBEhRWpUUNVemmYbZ1mMcS+9ISeFgMsj7li/c3a2Vw3d+Sny94Ly9mllme6of10ul9yOZGAI4OjK6/QjWLXe9mw6hbl1AFW8HBW9f3oY9rfHdvleZj9vFh41AK7WMo5GgrUU/DTt8hh/pkpDiRYHCI/2pnKL8QfJJwOQfF5l/wBhFYZOI8Xt5ZIFVXU+r7a+X5avD5Pr+5CszP6vvVAtvkv5N+R+37ztKbuaTufKhr22438jII7G9t2iuJZ19hKlOFIlUsQzVG1VICmojaXKrXbz93/CkWO+Sez+5LabJW95/RvYWC5Fle2z+9I9vcGdIgQHhYLUA+TLxXXgCAq2NI4XqDuvNdr/ANw3xHbd722OSyyN4r4HOWEzUaC4NfbRnoC3sXAjmhY70qp2Zho5i8ErGW2xl40+I+6LHt3L3HLGPNkZbPIFMhHfXNmyQJZu5iC27KGDFerbqaMtCo1Sosfr+5MX5+z70Y7Q7fwffVhdXdjgsZiha5S0D295f3yhrN4T7kaH3TykYpUMQG366mIjIO3VVJlCTP0SMDB201z3eLjC2RtcVPG1rDdZG5sVFuZTEYFlaRqtxSqV9XLzHp0LZEiT9CtGF9lJiIEjcM4CY+Le18N3plLvFPNdW99cr7NrHzRoZPeZgkUoKCoLCP1K6srepdwKCqi+UXmXF9su5aN/b385Z/srI2PZeYnkyPY19L+0tEnPK4xV052jBJJ9piacftP3LxPNNaHGtYsdFh8qhg/VQP7jsRZ4zuHEPZxNGiHJWEPGir+1i4XMSAjf0G6kT/tAHhoPKgI24TvEtMuNIFGPl+8ab4ysJ1lIZIMBF7QGxDW1yalqeHHpXV+boPBV9pLTPivN9zK7xEMfDWXEMV010hsK9RZApH8VWBdypfsuZUVeNWPJhvVgaCv8oP5a1+T/ANcfBchwv+0+K8svx4UAoPPWSCumsAOeq9f/ABpm+6e3f7cbnL9n5ZcRnIs/cMb941uEEEUPuSK6SxSA1Vf/AKZNemtYEipcoY7rmQbsH+6X5X7j7rwnbWWyGJyuLyd3Da3syWH7e4jSQ9QUEC12/wDpsP8ADXqbZGYDq11IjEllQv7j3de58bIX5I9vdmMVJ4qMjcrQVZvEE7Bfw8dA5H/YVr+3SatD/jm7CfEfy1Ad3nt8RQ/9t2zH/hqtfySS3KkTdDxWTcjQHqKaRK2BvASOTV+tNSyq51W+YmCA7MnqY0U+BpsKaPuEsLo6QMKxJjURSVJVSQV1mcqoAOE7EZRO0twx9p6nl/K241zVp7U5AMkdw9mp3HjxHAzR3sBL2zpQNyA+xif5W6at7f7lLjWsT5CfqWb7jxBbDA83Q/T7VikyTQTSQzwmG6iJWWF1AZGStVJI61/w19BhKMwJR6riSJRkRLWP2p+D3loVLIpFSoC/d167aKdF4sU9xlno0r0J67V1QYVWATV3bmJaFm/7kHFgP899XBUHK+wuSTDZGWS5jEuMv4HsMmrqocW0hBDqd90dEf8ALSfNoN1RALGOR4o/Cu9GxpDEgyfusJeRS3K3jra2Fq5H72QUWWoqDEduXLw410vDlbgNoy31J6fGMR5tO1xlD3u+2basnK4yF04HpVVgjPnyZjU0/wC3RfTvn1ER3Z/ghRsphHBMvp3so83dN7OktvioYsbbCqyNGOc1R1IkcGn5atDgRGZkz/5fwQ7OXNvINp7vzQaVDdsz3ztcSkAB5fUx8hVqkflp2NYjpjwS8oykdxk5RnHZ3NdvhJsddHijEz28pMkBUj1URztv5aYjdOGhwpjKyOhcfatD7a78scyv7TJoLDISUXkfVbSEVpxbwr9daEOTGeDgrQha+qtHbHe3bNh8j202dvDbWPbcdzckLG0zTXhjiijjQAdQ0jkf9mue98u/omMTlw/1STvDlGd4BGmX+nitfg/uB7OmX2osZlA1eKK6RKGWh3+40G3jr51ZTIDD/YugM3zhY98gZ0dx5qbLCBoY8nIpigJBlSC2j4xhiNqEkn89bXEhsDHsXP8AMsE5v9CyBJaFnYgblvAA9SSB+FNNSngdqWAzlVjvPFtb20WSWPm8R4uaUoh6mn1661OJc+EnZWxcaJz4sykVp8k9q5CZgltDkbcu7U2UniSf46fAIKT5RBqKP9wX8X/kfcNjWkVvk7tFZRUlWlalKVPjpqFmPAlNcWTUDwTPbGQ7Vxb5uxTOQ293fy2klnZSx3kvpt2Yv7txHbhFZy52UEDQo2ARkDrJYVglKwS7ERxGe7Vx+W7jkvc9Ba3OTx8VjYWwt72eMNBOJOUsixEIjcKDcnepA6a9VYICQPUKtsDKQI6FFO0u7uwu2e8sllu4O44oEusNe4eyhtrS8ui1xdhAkjssSqsf/wB7n/0jVK5iBdTdEzwqt32+Hk7kizeIyInbMD37l4yWgikoq8YzIkLcd9g6DiPE9dBK1arGhlaR8P8Af3x72D233h27nu6oY+4O6bW3hsreGxv5I7cxxMjLcSrAUB3p+mXA8zosZAABZswZSJWWfM1la2mYnyuJyIv4M7cXOQtZY43jKCSZhQct29Vd+KnzVemgsnhJ4K5JkPhHv/CWWRzffEOJzcdosV1bZLFXs11AxU++lqbSRopkZ2ZkEq8lJNeujSlGUnSMd0Y7VH+bflnDdzYTH9t9tGVMPb29pjsZDO1Jv6djlJ964VGKh5pKELvQL4HQrJutH22hp7iqt8Fdx9ndi9+4XvfubNf07HYyWT3rdLa4u7iRpLcovBYYygXk/qLuKeR1NTRDofuEzZNuxWD5Wu8BkEh71x141289yljPJEzrEYAjyRH254kkWQqp5AFkG1D4BPl1ictw6lNcC0xgYnoED+O+5eysE2Yk7k7lex/q0FiLdLC2vLi5jktZv3DFnFu0a0KqAo5a0eOYQiYnRli8gTsmJDV1fIe6fizPZayvMZ3G001rdR5C/s5LNsdFdG35OJZiltbrI6E8hyetfVudeIqjE7XdWjK2UhuZlnHZmU7Us+6hnsznhaPexZUXEksU91LJeX4aINwt4yqJ6qsWeu31Go4sxWdxVuWDZgIv3pKe0c32r8idqZH913GzyL7qu0lg4sooFNqqvFA4hlSTj7cg9LeNGqACzZNwUWVe+GQjPd8vx53VjMXn1yS4vGzx8rGd3eU2KrIZGtLm2gikmLwuXSBqqGj4A7LtMoRNgmFWNkxX6ZWkfJvffxp8t2/7jBdwKbLG2IkgW5iezunuMfayjg0dwnAxt4etWqfGmh8msXDsRuJbKmThU74r+R/i/wCPe2e4sBns9drN3I1pcccRaXEslqYIwCDKyGLlWlAlVH46YrIjHalbt05mSn47u74TWO8vezcpfTZxY5pRa3lnFZwuqRtJIxCwwRs5VCvJiWoxG9aHxMQCyqN8pB9FQuycz8ed2YG77c+S88mIyT3b30f7+yupsfMLkCYtztJUkidJGfjQBOJPmRqBISiAiHdCZIVyj+ROyPj/ALIve1u0MuubL3cmWyeTt4ZLK1e6KhLa3tI5gZCeQV3cr9qtRiakWssEYMFSqqU7NxXm7EX7du5H99FjbTKNJC9u0V97/tqs1BIR7EsLVZOUe7dGNPVQjOruMXK2reNvYBKse5ZsHj4rBsHjr5Ir2PJCa6F0ZXmh2RW9q4jXgASKBR+OiV3YZUs4hlInuT1l8gXFncZOb/xvD3Iy1yl5dJdRXU0YMRLLGim5pw5kvRqmu1eO2jCzXvUHjGRGuAyX2NnLbGZ4ZTL3MtpjZJVS/u7VAZYhKa80Xki8hQlQSPpq1MgC5QefA4A7FuF63xbNd2uYHeWOuoDdQ5K8sMZi5Ycpe3EJ5KrKoVKs5qxcgCp9QrpmAriXdZtlltg2kKkd692Yr5G7rcX0wsbXGwTtDJMzNAks/wB4kMCSu3EBAeC7sD4aDOfqTdMxgaqm7VcL+TtLvLs2bBx52K6sbLHRT+/CLmzuUyGIsrgoDHc2/F4H5b0KydKeOiciUZgN0Q+GZVyyOq88YS1sb/KQWuUnFvZzNwednMSJy2DsyxynitakKhJ8N9IwiCVsciZEXXpq3znx9ne3cF2zB3BHfQ22KOGy0aC7x0xDuf1LZplVXoGJHvIQeP21IIftmJxA7Fh0RMJk9q86X+Kx2P7wvcHM0r4y1v7iyB9yOOUpFK0alpGXgDsOTcaaQAyt2cvJu6r0t2x3P8cY/wCMbn42TueGfKNlLi+mhWO+hiFncRNCY0u5bYgygE0b2ylfpp/eNm1YAjL1Nyy/t3Bdmdkd6vc3eaW1j7dzgDXU3uXRktoXcIscdrC9ZCKEszBd9vHQ6SIyco3IeUWU35ljxPceAHeePyiX4sbsWFuInYIbW9luLlS0EsSSRuGryqSprt5mLiJSJHVMcORjHaVT+wcikPZPfmJki5jIWsL8wacTapNMv4+pRr1Y8klS/N0CqAk9djT6fnpCUVswsBwu7cvr11RiibVveNkUV4sH4+XT8vz16cWLhbXHOEYfuXE2MZN5cqrKd0T1MD5U1LTnFgE5Lk1Q1kEOb5AaVjHhMZLdS/yswYKT5UA66y7Pb/8A3JMgD3KRxVAy+xE4LT5RziB3uIsXastFUABh4+H01mX/ALSkENv7tFQ/u7NSIfaqt3b26+Glga4yf9Qyjk/vAEIBoK1LeJpXW57T7lG0yiIiIWVzuHt8zklAIbheILCg22pvRtumukIwsRlKjlUGi7HkQWO4A1RSuyAEUarMATU68CoQvIwJLH7R2rUnYH1EUpTxG5rvokZMpABOUFlu7i5ZYbqWW6igU28AuGZkRAtAByJoK9NQKovuj5T3dfFVkJTLTLpPsWxqherAAAtswoN9FfuAXmI1TcNi3LkWb2z6jMKcSOXHpXfrr27LInRE/wBsHALgLTZSPr4nVNys6fNlbm3PuVaoPI+X/wBuq7lXdlIitQV/TXkF/wBu2IFCfx1SWerKxiZYdk7h2jS7uUaX3JY1X9zcoar7srty8zsVUb6yvcxvh8XT3FsAsH1K6YpTfTpbWsn6cX/5q6UehV/mAPix1zldBBc6LduuEQ0UXybJPk1KchCqKsdTUinh9NaFbMSsqYypcNuTEGcCo2JpU0FaA/x1XCsmLqBLpWt5PSrrwck7dPDVoTMZAhenEGLFZcgj7c7mt7m6mZbe1uPe5EEkKhqB+R6a6OqYmBJYfIj/AEzEK1924nMW+bl7gEbXWMyj/uDd2ql4yZvW32jYhj6a9VoRopEge4qvEujKva+Qq7J27kC7XdtNOkzgUKK0dUBrT0gbDU+mjelBBL7C5SRmSV7qQj1Hn7hBIH10MwKpKuPcvrbBXkgDAXCuKOdn2PTbbVTEqPTiOoTs9lkY4kjmE0iKzfchYAsak0pvWm9deESVYCIGqhw4SVirOjgAkp+nQAkfhqDEhB2RU6fG3iWSQyJLNarzZECHirPTkQAOpoKn6a8AVeIA6oWmEuBJ7iQPVd+TRcjQ+RZSdSYlDMY9qXNYyuQXt5zKD6pirFyKUoa696ZTNVwrwChzYzMxsfaWUp1PAMCa/Smo2Fe/pyLlSYhmmtGs5hcewX9xomjahdVZQzekEkAkCvnoEwUzXCAJYjKZGCuHP6lrLtuKxmg/DbQ3mzsUL0K+0KVDirmAqYo5gSCFARhsfDpqhlNtFPoVjqEkYu6ikd4Y5o3fdiqsK7+NBrwM1Q1V9oTxGQaL9vOs8sYYkBkb7mABPTfYDUSEpdFMRCPUJh7fLzo1rJHMYHf3XqjHk9KV3FAdtyKV8a6K820QPTg+qXDibyEgwxzIRXiQjAjlsabbV1DzU+nDtTseHnG/CVXoRUKwIB28vLXnn2FR6cO0J6LFSRyrMBKWUEV4sDQ7Efnr39TsKjbAdQkXuJeWjCFwu5AaMstfoGBFdeiJjoV6QhLqFCOIyMVHSyuG25LSFwoHmAFpq+0nVWhtj1Tlvj8rIeZs7gx05cvaelD41ppa2JGGT9dkWdwmr3F5Yy0/Y3BU0UL7L9Tv5atGohNmcW1CgvicrGtXs7hFB4gmJwK+W40URJQjZHtCSuGzinktjdo/QMIZAaH8tEDoE9sxlSo8R3AA7C0uUZ1ILR27Ixr1BKqDvqhlJBFFYOqZuMJlqIy2NygIFf0ZBSn5a9HcrzjXIMWwmBi8vG/IW9yG8/bkrv8Alqx3dhQPTrB1C+fE5RlFLK5H1ET/APLVRGQ6I8zCQYkLgxWbSjC2ugpINTFId18dx4auNyWMK+0JUdtmoZjOtvcfuSWLSNE7MS9Q1eQNa1PXVjGWrIe+ADEhJeDOysWliuHNejRsw/ChXXtsuwqoED1C5NbZyaRpJo7lpHNWfg4JNa9aanbLsKrLZ2hdW3zZhNs0dy8LsGMfBzVlrTw+p1BB7FeOwZBC0OPt247G+Ob3M5/lZ5TuT/22Lx8q0keLi6PIVqCBxdt/+3zppgR2QL9UibBZaNukVlxNKf8AEaTZaYwu+5t11TYUf1cLSDc5G5tpJL+8/ZWDCi1qJG3/AJVFNHMYhu0ogExmctkU9Y32EtAptrRr2dSFE12x486VPpHho1FJmSCWTfFtoEmrG5+p0Vzw1rlMvcW4sbiIWaoj3MkK+3DAfFAF6yH6697txaq44LldDUJzk4LhaSl4UaOBS3tIAoNfUWHi2vnXJ4+3zNlaojEBtU/fYvG5OMGaDmW/nA60p/npON86yNiWnSDqsd7s7OvsJlbe3sI5LqwyTn9i6gllYmrRPtQU6j6a73233CF1RMy0o9q5HmcCcLP6cXB17kM/a/tHZOXJ/SeQNfUVBI/Hw1rbgWZZMgQWK4zMahUZT4KfPx1K8FFdH2km/wB0faAK7nr/AIal150ImQCRSAVVZKuD4020YFl7bl1PSCN2klEQKtsWP+WhElXEXVs7B7En7tur6OAm2xuNtZZbq5IFBIsbPGqnoaHc6xPdPdIcSIz5pFm8cP4LW9v4J5UjKXyj/RlWVIaNCRTlvQ/Tz1tLIbDr4yD2mJU8gfQP9Q8tQpAyhmXuZLa1LxAq7MEQsehYjfb66khTIEB1I7IRXN5JFHx5FQ0Z3HVyOXmanSPLAJZXoGHWnY+aTisIjWKAGjiMBelCW1iWRBPctGKkSIjye4leYrXyatf+OqOdFchSIZUIIJC8d9vPy16S8E9IFqDx48zxUU2avgPLUKWVQ70wov7ZroLzO4I40ZW6K23+OtPhWs8SkeTDqFRcP3T3n29DJh8bkHhshWM28nrVfH0cq8VJ/wBOtgGUQsqziQmXRnG/J/yHjmlht76KMOw9xmgjdix6ep1Y0/DVvUkhn2+KMR/OHyvZ8VS5spxFJ7ie9YW0tH+hZK6n1prw4ERoiyf3YfNGPhCifEKP5YzibJmr5VeMnVN85Zde/bxGqYf+8L5tehS4xXFvt/8A0WwNadafo6kbu371WNIl0+xCr7+5H5mzzD3L+yD78Y4sZaQEnyosI142SiNVJ4wVdT5t+UbO4eabJCJ5KllktoTWnkDH9dW9WRGqGeJHqlX3zB8kZSEwyZOOcK3P2xBCjK1PNUHgdR6sgvfs4IfB8x/JGNlYQXqQlvS4aCNvr/Op143S0dUPEj1UqD5s+U7qYJHllJHqZjb24VRXx9Ghz5BgHJV4cKNmiIXPy18jX8aQXORW5jUhwFt41HKlK+hAfHz0mefJN/2mBzlDZvkr5Eszze5jMJNVrAtPw3AOma+YZ6FDn7XGKTF8w9+j1LPb7deUKEfwOi/uJoJ9vh3oof7i/llYVhGUtxGBQL+ztiQBt1MddQeRNR+xgEwn9wPyoi8VyUIBqaC0t/H6+3r3rzXv2MF2H55+To7o3gyEH7lirM7W8ZBKUK+njx2p5at+4mFH7GCLWH9y3y5jmL2tzjw5FCz460ckD/ujNTqDyJnqijiRGiKJ/dv85p6Y8pj4/oMVj/D8YDoZskVb9sFz/wDlv88+37f9aseH+n+k46n/APo1HqFR6AQ+8/ui+bLyMxXGatuDCjCPH2cW34xxKdWF0go/bxKrU/zf8l3BPu5JCfpEq/8ADVzyJoZ4cCmR8qfIUiljkyoFSaCg6fjpc8qTo0fb4lNQ/LvyLE3KPKspP3EeI/jq/wC4kyt/bYp6T5j+RiAZMp7lOnNQ1P469+4ko/t0E9F87fKKKFXMHjSnErUU8qV1f9xJU/tsCnF+evlA7HJrsa7Rgb/kRqTyZqP7ZBdb56+TZf8AdyMcnHdecfKn4VJ1H7qYXv7bDvUVvnL5FIp+8iA+kKjXv3U179jEJj/95/kInkt+qnr6U4/8DqP3ElI4MSur81fIkbc/36O3nJGJOn/fXVhyJqDwohE4v7jflqEBYsrbgDYf+ytjsPxj1P7mfaoPGiFOh/ui+aIhRMvaeW+NsWP8TCdVPIn2qf2sexS4/wC7D5xi+zMWVB4HFY4/8YNVN8u1WHFioeQ/ub+XMrIkuRvLC4kT7GOOtEp+SRqP8NeHIkEOfCiVnHcvdXcPeGTOW7lv5L++oFRpDRUQfyoooFX6AapKZlko9dMaxhCQx0Io4yu+NNedTt71qlzBBPGn7mVYn41HMhT9QOXhpmbEgrSthXPMi3ivsHgMfdSrJd5S2trJWHoSZfeeh2HXYfXQ7LZg4imONxYEvZOLdACNPrWs4ZrRLOKPFLH+wVQqtb0ZK/Ur11nEz3ed3XVwYAbNAiV3P+2tZLgxvN7S8hFEpaV2/wBKqN9XvpqnFtwHiyuJCI3D6tUCxNz3lnMzHDcW4xlirCjzkxQ8Kg7MwAJ31zvLqop/UJS6bcpSqXJsmQRtj3rYL5Mdie354raVLzLujRJPGonZZ2Q+sBanbXKUTnZycAxiD16/Fbk4wjUWY4wvLKm5inuIJy7mN+JkjFUc+YNNfYYfIG0bC+UWR2yYlz1P0+5SFLAigJrXr1rqVRMz+0h5kBp96Anf+GpC8AhhhRmQu8aszeurDbfxGiEq6nxW8VxPFCZo4pZCE5sVWJQTQFidgKdToM5bQSz/AHotUXkI9v2L1L2VjMJhOxJcfg7u3yEYtblr27tJUnRrhomLVZCQKdKV18f9wv5N3NibYmA3BhINjd3t0X0ziV1Q47VkFhqOp/1XlQmqFlFD4KfLX2NfLxiKbWiydSeg26/iNeKI6H5+oxcqqah3AFaVBJHiemvAq1jMinZaxxvc2wbmoMZjkTdOIABqw2rXcaz+b3KtPQLQrKOL0ktt9wodwTsBTx21iS1WkAp5Uhm9XrJFfEVptqo1V+ihzCL3CR1X7vqaitBqSqp9ZSfuRwKjiKGnU9K+OvMvZTc5om4rFuGDeR8z5amLvjVQWIys47gsrWO5aWxnhYgFkj5qSwP8p3236HW/ROZHmBWXIbT2hV8jnIPuQMoIqdxuTQj/AD0dXBKckV/bAUnhUcmJp4U15eBKesrSwaNrq5nhWaQhVikZPSinYhWPU6bowF4RHU5RW5iTioRkMBoKowFDvuKaadXLthQvcuIZCbbm04VgOK8yU4nn5+GlrhAjzIJL6oblvcvW9jKFoLx+DSzS0jKUA49QK1FNtIxiH8uiEWOuiBPjPZPuWl7DMAT+nzAbr+O+imOUMx7CvjA0tFvZY4mqBWoJ4n89tDsYAkZKJGDkbiETtcfiFQc7mJ4VbZFkUJWu3Jq7n/4prFsstJ0IK14V1Aagj8UUnvDa2/O1gaetRFHChZa/io2H1J/LS8a9x8xZMzs2jAf4Kn302WnlV75JULGqK6sqD6KCPLWxVGEYtFYtsrJSebqMwqfUfVv120VVym2PXY115UKUuwHj/wAdWClPihUAba8pSqnegNK7089eUL5mI6gnXlCaBatD0/PULy4STUEEeR1KqVzfpqCvDVSgWFu1ASaU0oR5k7AqKpY0BBAHQ6MVZykylq0oaeevBVJSAfpq3RQuAsKkV+uvHRV6pRYnqpH5aqV5IJPh+evKpSaUNR08tSFQBcJPjogQ5EsuD/DXkB10HbptqpRASvqkDauoKuCvuTU2B15lBJX1WPXb8deVcr4V1Cld17C8v//Z", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "1.\n", "{'all_categorical': \"['action', 'cloud', 'fps', 'local', 'multi-player', \"\n", " \"'single-player', 'star', 'steam', 'wars']\",\n", " 'price': 7.19,\n", " 'title': 'STAR WARSâ„¢ Republic Commandoâ„¢'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "2.\n", "{'all_categorical': \"['action', 'cloud', 'controller', 'local', \"\n", " \"'multi-player', 'online', 'partial', 'sci-fi', \"\n", " \"'single-player', 'star', 'steam', 'support', 'wars']\",\n", " 'price': 7.19,\n", " 'title': 'STAR WARSâ„¢ Jedi Knight - Jedi Academyâ„¢'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "3.\n", "{'all_categorical': \"['action', 'classic', 'cloud', 'controller', 'local', \"\n", " \"'multi-player', 'online', 'partial', 'single-player', \"\n", " \"'star', 'steam', 'support', 'wars']\",\n", " 'price': 7.19,\n", " 'title': 'STAR WARSâ„¢ Jedi Knight II - Jedi Outcastâ„¢'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "4.\n", "{'all_categorical': \"['action', 'cloud', 'controller', 'multi-player', \"\n", " \"'multiplayer', 'online', 'partial', 'single-player', \"\n", " \"'star', 'steam', 'support', 'wars']\",\n", " 'price': 7.19,\n", " 'title': 'Star Wars: Battlefront 2 (Classic, 2005)'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "5.\n", "{'all_categorical': \"['action', 'cloud', 'controller', 'partial', \"\n", " \"'simulation', 'single-player', 'star', 'steam', \"\n", " \"'support', 'wars']\",\n", " 'price': 4.79,\n", " 'title': 'STAR WARSâ„¢ Starfighterâ„¢'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "6.\n", "{'all_categorical': \"['action', 'cloud', 'controller', 'fps', 'local', \"\n", " \"'multi-player', 'partial', 'single-player', 'star', \"\n", " \"'steam', 'support', 'wars']\",\n", " 'price': 4.79,\n", " 'title': 'STAR WARSâ„¢ Jedi Knight: Dark Forces II'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "7.\n", "{'all_categorical': \"['action', 'cloud', 'fps', 'single-player', 'star', \"\n", " \"'steam', 'wars']\",\n", " 'price': 4.79,\n", " 'title': 'STAR WARSâ„¢ - Dark Forces'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "8.\n", "{'all_categorical': \"['action', 'cloud', 'controller', 'partial', 'person', \"\n", " \"'single-player', 'star', 'steam', 'support', 'third', \"\n", " \"'wars']\",\n", " 'price': 15.49,\n", " 'title': 'STAR WARSâ„¢ - The Force Unleashedâ„¢ Ultimate Sith Edition'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "9.\n", "{'all_categorical': \"['action', 'cloud', 'controller', 'partial', 'sci-fi', \"\n", " \"'single-player', 'star', 'steam', 'support', 'wars']\",\n", " 'price': 15.49,\n", " 'title': 'STAR WARSâ„¢: The Force Unleashedâ„¢ II'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "10.\n", "{'all_categorical': \"['achievements', 'action', 'cloud', 'controller', 'fps', \"\n", " \"'ii', 'leaderboards', 'partial', 'single-player', \"\n", " \"'steam', 'support', 'war', 'world']\",\n", " 'price': 14.99,\n", " 'title': 'Wolfenstein: The Old Blood'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "==============================================\n" ] } ], "source": [ "get_results([data_fuzzy[\"results\"][3]], url_titles=df)\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Game 5" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "FJuQnGDW8Ol5", "outputId": "91e54fad-79b8-4362-e77d-3258fd24668c" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "==============Fuzzy Recommender==============\n", "Similiar to: \n", "0.\n", "{'all_categorical': \"['achievements', 'action', 'cards', 'casual', 'cloud', \"\n", " \"'co-op', 'controller', 'full', 'indie', 'local', \"\n", " \"'multi-player', 'multiplayer', 'screen', 'shared/split', \"\n", " \"'simulation', 'single-player', 'steam', 'support', \"\n", " \"'trading']\",\n", " 'price': 12.99,\n", " 'title': 'Overcooked'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "1.\n", "{'all_categorical': \"['achievements', 'action', 'adventure', 'cards', 'cloud', \"\n", " \"'comedy', 'controller', 'partial', 'platformer', \"\n", " \"'single-player', 'steam', 'support', 'trading']\",\n", " 'price': 6.99,\n", " 'title': 'Psychonauts'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "2.\n", "{'all_categorical': \"['achievements', 'cards', 'cloud', 'co-op', 'controller', \"\n", " \"'cross-platform', 'fantasy', 'full', 'in-app', \"\n", " \"'multi-player', 'multiplayer', 'nudity', 'online', \"\n", " \"'open', 'purchases', 'rpg', 'single-player', 'steam', \"\n", " \"'support', 'trading', 'violent', 'world']\",\n", " 'price': 14.99,\n", " 'title': 'Two Worlds II HD'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "3.\n", "{'all_categorical': \"['achievements', 'action', 'anti-cheat', 'cards', \"\n", " \"'cloud', 'controller', 'cross-platform', 'editor', \"\n", " \"'enabled', 'fps', 'includes', 'level', 'multi-player', \"\n", " \"'multiplayer', 'online', 'partial', 'stats', 'steam', \"\n", " \"'strategy', 'support', 'trading', 'valve', 'workshop']\",\n", " 'price': 6.99,\n", " 'title': 'Nuclear Dawn'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "4.\n", "{'all_categorical': \"['achievements', 'action', 'arcade', 'cloud', \"\n", " \"'controller', 'great', 'indie', 'leaderboards', \"\n", " \"'partial', 'screen', 'shared/split', 'single-player', \"\n", " \"'soundtrack', 'steam', 'support']\",\n", " 'price': 6.99,\n", " 'title': 'Shatter'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "5.\n", "{'all_categorical': \"['achievements', 'action', 'adventure', 'cards', 'cloud', \"\n", " \"'co-op', 'controller', 'full', 'leaderboards', \"\n", " \"'multi-player', 'single-player', 'steam', 'support', \"\n", " \"'trading', 'zombies']\",\n", " 'price': 13.99,\n", " 'title': 'Resident Evil™ 5/ Biohazard 5®'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "6.\n", "{'all_categorical': \"['achievements', 'action', 'cards', 'cloud', 'comedy', \"\n", " \"'controller', 'indie', 'leaderboards', 'multi-player', \"\n", " \"'partial', 'racing', 'single-player', 'steam', \"\n", " \"'strategy', 'support', 'trading']\",\n", " 'price': 6.99,\n", " 'title': 'Rock of Ages'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "7.\n", "{'all_categorical': \"['achievements', 'cards', 'cloud', 'controller', 'full', \"\n", " \"'in-app', 'leaderboards', 'purchases', 'simulation', \"\n", " \"'single-player', 'singleplayer', 'steam', 'support', \"\n", " \"'trading', 'trains', 'workshop']\",\n", " 'price': 34.99,\n", " 'title': 'Train Simulator 2019'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "8.\n", "{'all_categorical': \"['achievements', 'action', 'adventure', 'cards', 'cloud', \"\n", " \"'co-op', 'controller', 'editor', 'fantasy', 'full', \"\n", " \"'includes', 'indie', 'level', 'multi-player', \"\n", " \"'platformer', 'puzzle', 'screen', 'shared/split', \"\n", " \"'single-player', 'steam', 'support', 'trading', \"\n", " \"'workshop']\",\n", " 'price': 9.99,\n", " 'title': 'Trine Enchanted Edition'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "9.\n", "{'all_categorical': \"['achievements', 'action', 'adventure', 'cards', 'cloud', \"\n", " \"'co-op', 'controller', 'cross-platform', 'editor', \"\n", " \"'full', 'includes', 'indie', 'level', 'multi-player', \"\n", " \"'multiplayer', 'platformer', 'puzzle', 'screen', \"\n", " \"'shared/split', 'single-player', 'steam', 'support', \"\n", " \"'trading', 'workshop']\",\n", " 'price': 13.99,\n", " 'title': 'Trine 2: Complete Story'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "10.\n", "{'all_categorical': \"['achievements', 'action', 'cards', 'cloud', 'co-op', \"\n", " \"'controller', 'cross-platform', 'full', 'indie', \"\n", " \"'leaderboards', 'local', 'multi-player', 'multiplayer', \"\n", " \"'online', 'screen', 'shared/split', 'single-player', \"\n", " \"'steam', 'support', 'trading', 'zombies']\",\n", " 'price': 1.79,\n", " 'title': 'Nation Red'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "==============================================\n" ] } ], "source": [ "get_results([data_fuzzy[\"results\"][4]], url_titles=df)\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Random run" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "! python main.py --pres -r True" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "==============Fuzzy Recommender==============\n", "Similiar to: \n", "0.\n", "{'all_categorical': \"['casual', 'indie', 'rpg', 'single-player']\",\n", " 'price': 2.89,\n", " 'title': \"Dr. Schplot's Nanobots\"}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "1.\n", "{'all_categorical': \"['casual', 'indie', 'rpg', 'single-player']\",\n", " 'price': 14.99,\n", " 'title': 'Dangerous High School Girls in Trouble!™'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "2.\n", "{'all_categorical': \"['adventure', 'casual', 'indie', 'rpg', 'single-player']\",\n", " 'price': 6.99,\n", " 'title': 'Aveyond 3-2: Gates of Night'}\n" ] }, { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "3.\n", "{'all_categorical': \"['casual', 'rpg', 'rpgmaker', 'single-player']\",\n", " 'price': 3.99,\n", " 'title': 'Deadly Sin 2'}\n" ] }, { "data": { "image/jpeg": 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SykM2xnmStsn95jco23JPoK5HxbxTUxm9J4ZHdb+Syaem0tbj5uoeIizxP8dkSWYcDSGjGrTGbTyoM44Ws9AfLT8P4nNY8vsbdr5Rn4je3L0Rbh4pHTpqiHAy7Pxt1tqO/W2I3PauM99xQRbIkNS1bj4Mfe+grpofZHRaOrFVsot+nb4mdLxTUWyblWml+Y+G2da6WucGBetO81zeSH0CYoMrS2o/EAepHoa0n4JqpQk43KdPfHVfNFBeI0KSjKDjP49BQumkkRuaW4pa321F1chQ94/4f/tVXWVVw0609ceZPCLdU5Ox2SfC6jV1taAFRLkUcyXgGpJV1BPwLP8Aoay/AdV5N09FZ0fT5rqi1ra98FdH6hax2OM5FleYyQc4IOewr0OuKaZzF0mmsDVvDbYiOPNq8zkOQR3GahlxyWIPPA8moCZVvZLiObmG49RirSWVyU3LDeBuXTTj9vChFbLzLg6d0n51DKDXQtQtUuoXFtWllHO0oEDBzTNrJN67BZxphKsKwD6ZpjaDczk5FQrdJNNeBN4VTDW85IwpJS0nmIJwcfL1qtbdCnDnwm8E8IuxeyFyopTso57bbVP0GOKYucPdBXfWj97dit+VboLiXZs9791HSrZKfmpR6JFZmu19fh1Er7FnnherJ6dM9RNQizhcmI6LpMZhoWIjDnlIWo5Usjqo/jU+gsuu08bb/elz8vREOpjCFjjX0QRlt87Cts+orQfQrLqMaOwpl2SCn7NThxXm/jvGrx8Edr4X/wDpvqyN+KCVN3KHgjBaV/rTNBzBl6SakMQnBI61qkDZwcJ7HenorTyc0qyCPSnYIs9jWTmlGm+YUC5MG+9AG6BxlAGUDegYrYMEymAZQBojNAATsaAMoA2mgDdAGjSgapABJ32pQOnL86cBvlpMAa5TSgZg+lGAMApMAaIIFKBzximAaoAEnpQBugDKAMoA23soGnIByWZweWpJOOUZ39KsQY1jximVHtaZRZxHJ5QurCTxkbldBUtVtvdwaMyFa3ZLB25uYJKvmB3FKoyfKQjkk8NlhOAMRVq01eXbql2FOec5XkK2KG0jPavNftHK2etqgl7vT5s6Lw/b5Mn6hO+RoaLTKkafjXBchSSW2MFalZPVP1roaL/E1JVaiCaf+RRnDTNOUH9BlXS23uwQIE2dDW5eEc6URJOQi3p7ZR3cPXmPSu00nh0NFSr4RzKfVnPX6p6m11N4jH8xz8J/Dpd+Js5m7TiGG38K5lIPOVDqfp86hnfjl9TSWNuEWm0x4HJ2kb5YL+jUCoTjEluRHehkFxahuEpV90noT2Gary1fmRcRuGnkjnxZ8b9Vat9kjXq1Wi2zbPIeDc6CVKU+ObARlXbb8TvWzoaPIrk65cvBm2pamaTjwgjofXw15oYSw0p64wylElhHVacbK/8Az0rA1sI1313r3c/g2X9O5OEqZdf1R0lvLvcCUw7DdhYQW1IfGFbjKVD8a4TxOp6XWedHjLUl+5vaWatp2PnsMqFqTUsyC09H08+62tOA5lPKsjYn9K9QrtlOKkl1OTnXVFtN8oZesNK6vmMzEWqxuMNzCFuNhe6Fg5JT6A0ThN5wh0La11kKdvvWsYrCG5ek5gKAMlLg7dx8qcnYlzER+TLpIVUaou5azK0ncEZOOdKkkf60/fLvEY4wzxII33iI1YvKTcLPLjeceVKXOXJPoB3qGy9VLM0LsWN27gbdulzNTzMMRy2XCQltIyoD61x+r8St3PY8Iyb9bZB4g+B93zhi5YdLNXV2epTi/e8lCxkj/wDOtZ9fiOoUuZFKvxC7dhsZWiNSR1awYTlS3Gl4LK0g84OwI9d61dVc9RobYz9H+R1vh97dkHL1Lh2u+8MtKaKvlwvlpjyrpZXG3HmVNBDZelI5Ryr6HbPu+teaaKy3U6eW617pRxHntF9/keirw9zshhJR5k/3I54s3dGgrLOXZba83p6K/HTcGmnEtlClj7JSkndZAJxjpTdNHUa2LnbPPPfpn5DtPoncpeVhbU380uyZXX+tbDGopdrTCfuymlElLLnkgk7+8rGwGd8b16xotZZfp4KtYeMc84x3OH1FEK7G5PIdEhxxhbKYkhx3PvKS0Qn5AZrcTeMNZZm8J5zg5xrSmUh9EhhTDpOcEb4ry77SSlDXZ/8AijvvBFGzR/VkO8ZLI5b7jDCcOoUyo83dO9M8MtU4S+ZfspalxzwRY4nCiD1rfRnSWHgLuD02+dPRVkjiDuaeQdzCd6BDM0AYmgUFQKaPSgQ1n50CBrGK18mEZTQMoAylA1ikAw4xQBpNAG6AM6ilA1jNIANA3pyA6UoGUAYMUAD5k/w/rSga5hjpSABO9AHNwe9TWBzpAQIDFOA3TQMoAygDaDhQpyAcdmYSMK65A2NWIIax5OTJDtoajLdUpkLzydqs5e3AzCzkkZiY7DhREtK5GigN4H3fpU7bS4I4xTfJKvC5TkiNIbUtTi2pJUtDm/OCjYH5GvNfH1s1blLulydJov7WF2Y+NCuNruFslsNhttD6QtkdEKCu3yyK6jTznCSpuecpYfqjMtScXOHGOqI3105cL/rq6XeZdGZEhclYfjOr+1eBOAcdCP8AyrudRLyWoQ4WMGBpK43wzPr1PQDwpSLV+wLeluAp5XlJjkNNAhtYHvBWe3zrk9Qs5wzWjlPBZeVDhFpsutN8rezfMkYQT6elZ6bXQlPL/wDpBITsO9pIehOxkOEBMZnkWnf73r9a6PR2eo2G2OeCPvCPaLjMs2uJqYz5tkeEOaWEZbbeCwUJJ9SM7U3VxhbU65d2VYycbt0fQkEKQ77aUtqQ8SOZPMVDpty+g+Ved+LV2VTjGyWVjj5HQaVxlFuKwRjaEXBt26RmJayI0xeGkrI5ebfYV3Xhdjs0lbXoYOrUYXPcjqb5cmMoEyQlYOCCrfP41rKUvUpuEHzg4aomSGWIxccWpRxzK5jzDvilsbWMhSk28Cb7ZMgrDpddDChzjmOU4FRZkifEJEXpMviBMenuOKempkFTCFnZCAdgPqK5nW6qTm0+hmam7y3t7D1s0hy3BTjKiwpXxKScFJ71zNnLwc5Pl4OM7UqENvKlLlPOpSQgLJUkk9z8vlUkKXJrDJa6XJrDGhouyXi7ayj3a0ICDEcSHHEt/ZvKzkICf9cVp3TjGh1SfvJr44N1ataRRb5a5X+ywTviWcsbsnT2qdM23UNrW4hc2ExF3QtBylZV/EntmuOr+z0FDdpbHF9m2dFp/tHqbJKVsVt/ATONM/S2ur2xqm06rRLhzG23pNqBKnkKQNgU/c9DmoNFRqqIuidbynw+3+ztl49VpdFKnelGzv3+KIJ0fcmrXfrjKe8164zHCS2ThISTnIz1Nej6a6vSVLvxg861msjNZXK9SSY2o2FupaStxDihtzDrWrp9fVe9sXyZ9VsbuEGwouT5CickpTvXnP2n512fgj0z7P8AGkx8WRDxwbWm4QFJwEeQoHP3jmqnheNsl8Tonndx6EQvtpzylOSOp9a6JMo2RXTARejJVnA5alUjPnVF9AsuGrO3/wDtSKRVlQ88HFbKk9Rt8qcpJkEq5I5kU4hZgNAiN4oHYMxQGDAkCgMBjvWsYJukA1mgDdKgMpQMAzR0AzkpAMIxQBtO1AAVjlNI+BUgbY2+tOQgOnADQjm+dKkAZat6nDnOB6GnKORMgpFsUgcyASO49KHHHQTIXEZX8JpmBco0pkjtRgDg6jamsU5dVAU0AR605gZSAZQBlIBtO6qcgHTZduT/ACirUBrHUoYioP8AiFTsYSXb4pl29ncAowoZqfGUMTwyS+GU9iFqiS246PtYyXEjOAVDY71wv2nok412R+TNzw6azKLHtpdQs13u7LhzHZV7Sg9sKOU/rkVLVqPP02nnH3k8fh1GTr2WWJ9MZGBxcszdq1Qm5pbdUXFFeGk550nf/T/SvTL1GyMLof5L80clo5ypnOqfZ/kyx3ha8QFv01ZP7fc3URQ6kJjMtHBGP3ji+icHbHeuZuqcm+DbckmTLevFdAv8CZLtd3SiActLacQOZLiDhSfoobiqypx1HZyUT8Q+uJOurlOmoSryVEchUcp26Z+QrTqhLC2roQznBLa2LPAjXiLLw9utmblKFvulwYU+yhOS4GhzLXgb4JwkD61j+N32SjCnTL+o+/w7kugrSlKdj9lEh/8AdoD0mOvykKIWtoE7emx3H0rz/X26mU/Lu5a4ydDRGtLdAhmc48dQahmxHS2kyuTKOpIAxXongsZR0NZg63ErpJixDaF5bJfXyyGkBQfx8f8AhUO9dJFbupj2ex7pwuNqN0KvNcCC2Qs5Gdh6Uklu6hCWwc+kuC+oeLGnbqzaWg2piI+6045sFFKSSgAblR7VWusUI5ZYqi9xXLh7dQhUFLDfJdIoLDrKxhRKSQUqHrXHamEk3noYmsrlFvd0JDuUddytsi5W5hUG5Q/elQHUnlWnupOay47d22XRmVHbu2y6Mi6bqpm9PswENojyZEhEYJUSClSlAZx6fOtSvTOv288dTWr0rr9vOVjJa7T1vtvDuBZrZbS2+7IR5bMtYGEJGfNeP47CsOUnbJyZgyk7ZOTI01Hp++8ZNUvaQ4d2ld2RBBXPnrUGWluHqXXPl2QNzWhSo0RVtrxnp6/Q6Lwzw+2/2/zI4RwrvXDXXUKw6yjC1u3N3kj3Zg5aJ6eWpXdPqDVqWohqa3Op529U/wBTT8T0lmmgppZX/ckk3XhEGrJNtc1hLNwiOH2aW2N8kZTg9wcVmQvlGW5dO6OShqXGe5dO6CbUyyao0Y2mYwiFdIii2XW/dKlJGM/UkU57qbc1v4oc99NuYMb2k9RN3hK2nXR7a3ltaTtzBJxmszx5zusjdJdlk9j+zl0Z6dwb5yMXjoG/arZzc3P5SsehGd/xqt4XnbLHqdW8bufQiR5HvHBOOoFdAmQWR54Crje/NUiZTlHuYGFYzjbt8qMibG0cVtYPz9adkhlHAUeYSc7YNSJspzrTCxaI7flUmSo4NGBPzxRkEjYQMZNAuAXlpoyLtQOthnNmUgGd80AapQN04DBsKRgbKsUgGutAAgMnJpUsgbeO427USFRiPhFOQh2QjI+dKAft0JTzuBukbmpIrIxySHNEtRWkAJz+FTpELmL1t0RLuCgGY61k9MDNNbiupC5sVf8Agldlgr8gNIPdwhOPzqrKyC6CpyG9fuG0i0pJccaUr+FtYUfyFIpZ5wSrIwp8Mx3FoOxFL1JovImAYcqNdSTsYeppWIa60AbOycUuANCmgCa+KnIBzWw8qUn0Aq1Eax2k5iIHqRVh9BvckO3ulqJGUBlSk4+tTDEhdlKMJUeU0kF6I4la0g9UfeH5VS1dH3imVff9yeueySkWGsbto1PpZgtlEOW5yrblqPuPejLh+6PRVeaeHWS0uvxqH7K7ej9f5N/UR82jNfUI6igtz1ojeV5q2U4dbSoKWyR6dlD6V6zX47p/D15NyzF85XVZOMu8Nt1UvNreJdOejIf1k3qXT9lZsEJiV+xUSHZim4SOUurX3WOpAxsO1Rff/D9S267E/wAvyZYro1NS/qRaf4jd0TC1fe3XbLp+0XqYl9xK3G0Rz7ivUqOwz86iu1OiqW+2aSXxRYjG2XEY5ZI2p9AuWC3wIeq4PsSHN246HuZ19fdJT1z6etZc/tX4frKnpfCI+ZKPdJ7fnl9RIeEaquzz9ZLan+Pyx2JQ0Po2AYUGZCt6bfaWxgrWAHFkb8oT6np6Csxzr8NUtVq57rJf9hfA0UnfiqqOIoTLo4t6dMlkpAfWovJA2QkdEk+tcbqdR50svr2+ps1w2LBH2irY7Nty5zzYxNmOu5PQDOB+gr2Dw/TuGlrSXGEcZq7l5sueR8OadjxW1uJGCQFKV6euK3Z6dRXBjK9yeGYzpCS9cYDiYcx6HKeQl56KyXVJbP3kJHxVnWTjFZRoVwlPiXCLkeEiNHVZ7zHj6TvmmGYE4oaXfWQ25N5hjzkD7qSfu1gX3eZk1a69iweaPEbQi77xa1W068LNquJfZTUh1pPKl1XmEpKk/NJGDWHZdKmbjLmLOd1F0tPbKE1mLFZriDNtMNNnvoQ5NRzNw7oRht1Y2VHd/hz2z0NUfIU23D8P3Mx6dTblX+Hf5ogHVEyO5qS2Tmm/JSJBKkH4kFKtwfpW3VFquUH6G9RGSqlB+hN+u9ayGbXb1W1wKlqjBlsj7oznb51h0VKUmpdEYek0zus2MkbT3iDj8AHU6XhtLtiYcVqZIRc4nKm6KdAUtxD2c8xyeU9NqqS09l8nY3144fT6Hpqtjpq4118JY4a4f1JF8QsbTXE/gfMubrvsyFx03GDKcHKUOYynHfJ6fOsrw+22jWKD7vDNXWV1W6ZuXQgm06zkXG3xHpT6lPOWpgr5lbEoVgK/StqyvbNpep4nZXsk0vVkbv3DlZmvlXlsqfW51wOtWpRbkkvQvOLckl6DR05dHv26JaCQFPgJ7ZGak1tSdWyS7HeeDp0PK+AucdI4/aNpX3MZSv1rlvC3iM18T0mHtTz8CJlMbdc+lb+RzrC5Zx8t6dkrOsCo8o67ClGPgLvDm3HWpEVbFnkJrO5GKkKcjlyg0qInFGcg+tOEwb8sGmti7Ub5BRli7UcK3mjjzdNAylAykAynIDYHSkYG6AMCc9aUAaU0oAXutIxUdGWyoJpy6DRThQFPKAA3NPwRykSPozQEy6FIbaODuSdgB6mpN0YLkrtuXQnbhHwAvPESauLpCwO6pksr8t6VzeTAYUOqVvkYJ+Sc0Pc1use1fn9ESRqcupbLTngLZsdp9u4lcQmNOxUHzBF0/wAkRKU4yUredyV4/wAIFQqdecVwcn8f4LCriiZ9DeCvgRc7XCvMSwtarbeb5mblNmuSPMT6jfl/Smy1V8G4r2foSJJdCuPj20hw80VFt+g9I6NttpvEhkXibdo7PK5EjNrwlKFZ+NatsemaljqLFU7JyznhL/vQZNpI8w9RISJzoQMJCiB+dQx6ckEXkbZwHvxpO5Y7GKGDThDQGKQDDvSgB6U0QG0MmlQo5Lefd/8AhFWYiMdTbgMJB+YqxngZ3JX09aETY8QqdCVFAIR6VajHJXlPbwPOVZnIDynVqS4hQyE8nUYxUjrxyNVqawLXDu6RreiXZpshUKC+kuRH30YQlfUtn/avOvtD4fbVZHW6eG7n2kv1Oh0GojOLpm8eg+tMxLcAHpsJM5h9RAAUUkY6lKh3+RrCjr7aLE4P3eqfR59f5LzojOLT7jmRbI6VKftdzQIx94M3JGFoPoTuD+FbktV4XrV/+RXtl8P2KKq1NP8AbllDT1FrbizpdazpnVVqeiyApp92PFSlxlPbmOMHHbG9Zj8I8FobnDc884yWvvWrsxGWF8cDId4Xag0lr+23bWN2cu893ldalSHOdshYylQz232p+m8apw6dHUoKPZILNJP37ZZySRMvNytbwjh0edtlxaQpLWdwhKRtnG/41f0nhq8b/wDyLpPZ0+L/ANFS/Vfcf6cFz+gjNXXzWpftj4dDbvIeVsI5ubcjFYfjOhr0GqVFGWsZ5Lui1EtTT5k/UR9GTY9penWeWopjR3iGVKGxQr3k7/jXr/2f1cdVoITl16P5nE+LUuvUPaPOTNYKmG0vN8yljA5huBXSSkspGIk+WSDwV4inRF8FictTc20vlbrK25PK+yokc6UpPxIHXlG/eud1lLjPEToNJZvhl9S71m1Czc7G1IabKShOChSubAx1z3Fc/Otxk0zUTPLP+kOs9ws3inTd4EJFubullYkMSGz7lwdQSlZV6KTsPXGKp3KOzElx+hma6MHFblx+hDF01hC1PGXHucYxLqEJTKjPpyl4Ae66n19CR8qzvKlXiUHldn+xgKmdeJweV2f7EF6pK4N8ISoraSedsKOdj2z3+tb1WJQOkoxOskvgdPm3/iJpqKiMi6NtyA6hl9eAAOufXA3ArK1sY1Uzk3hljQ0Y1UWlz6ep6LNaeset3mk3rT9qvM23MFMUyWkKcLY3CQg9Rnp2zXCRutXRtHf210NJxXPp/BWHxF6gtPFjTjUuzz7pZLRYbcpMqI/DLKEyUu8pZVnbOOhGcVsaGEqLVGSTlJ+pkax+ZS5RT9ldPj8SBbbqIfsRyRzqS5ISGWW1H4EDpXRWU/1VH06nmtlL8xR9OWFLo4wzaw5JU7JXsllgEJb5vUjvinVRc7MRQ6qLnZiK+bOelIPtUlgk4y5sah8Tlsz8jvPDoZS+YvcfElqXY0cuxjKGfxFcf4W8qz5nfUxe76ESKG2MVvlprscHEE/KnIryi2FHkHB2qRMpTQWUNx608rMLuIyd9qfkryjk5KQQadkhcTMUuRmDKQVIzBoFwF1DCq6A4wymgZSgaO1NAwbmnIAY3oSAFyHNKB0Q0T2pcAdPJIHejAgFUcqUBimtCirbbUt0gBPXpUqRBKRKOi9CtJVGlXEqQ046lllpCCtx9w/C22kbqUfQUntSeytZZEk5l/eFHgxsth0uvWvG64I0zpuMkOt6bVKDLXl9QqY4N1qV/KT06b05SUXspW6fr/H8lyMFE1xL8cjtvtpsPCWBE0LpqGA3HvE6EkqkJGw8iNthBHRa9z6VFLZCXt+3L58L6iSsUSCLLrqJxC1OuRqaTO1tN5XHUSL7IU6hpZSf3bYwlAz0Haiyd0o8PavRcGfLUyc8HpB4L18/hj0MvABVDWdv+Yqo9Xxc0aq6IpR46rguRxr4h8yifZIMGOj5JUjmI/OnTX9OpfMp6l4wect8OZCz0OTTxtY217PE570zuWjooZzSsANIBrFOA1yZoA7sI6n02pUAu2xpyUpLbOOcp3ycAfWp4iN4JKtfDJ2da2nVXyO2+rB8k7j6CrSryupA7OegoK07qdLzSUXdtpTA5UFDJ6U/E/UX2X2FhnRt8lDnk6jlFzuUkj9KXEvUMR9AT2kL04wW16kluNZzyODmGR0pHGTWG+ASinlIfPC/XM1NyRYJziVyAlTjSjt5mOu38VefeNeGRoT1Fa47/D/RvaTUOfsS6kuvy337Gw00+1FbLp8990cxB+6Ej/c1l+DaOjW6yULrNuFwvX1JddfZp6VKuGfX4CPGYualOwjeYkhlxQPlqZwodtiK7az7PUSlurm00YUfFLIr2ogeImrntS2OLbjEeeu9nSIAUygqS40N0rKum23WvPX4fPwvxGasktvU6WOojq9OpRTyRnb5l6lRjKk6mebWSo+R7LzltQ64Odya9W0WzyUqnhLoctfu8x5Q69J3Zc/T5ZlLS7cH1lSvMTyOcw6c3bJHpXF+O+G3Rf8A6jKWecNei7P+TY0Ophn7sljjh+r7h1mK/cLoy2m6ptiZEdSXFqbCsuI3AIPyNbH2PshKV2lnLaveRm+ORlGMLoRy+gyuL+n9W2XSZvkO/wASYm2vpdC40by3kgnG3Y79RXcaiqyEHZGWUjC09lc5+XKOGxUsWieJN6i22/XPUMZi4sck2IWklK0Kx0UR0yPT1qT7jqLq/MnJDPvmnps8uEWTBprxha20g69Cmae9seTIabDMWRkFGQDlJGSnvtWLZFriSybEJqayh0+K7S7vGbhtZ9TQra7Ivmn1rfaiQFcziWF/vQjOysdcdeorN1Wnk09n/wBlfU1ytj7L5/JlL7olvUempDbqU/tGO0ZNruARyObH32lD0I7etYkH5U8dujRh1y8meO2cSX7kD3J9yS8FOE5GwB/Wt+KSXB00EorCLBeBG0t3fjbHRIbDrDMdxRGM8mRjm/CsHxp40+F3ZqaCOdRux0RNvG/Ulki3W62fUEwWHU2m3FGPKIWEy4yxlPKUkHBGDt0UK5zSU2xkpVLdGX5M1NZGN1bi5OEl3RUTVvFu+8QWbbYpdzlv2KAVKZZfX7zqj99ZHU+ma7HT6OvTN2JLc/8AuDCv1E5QUM8L/uTnGiveUFlKXAhIS2lWfyAFSyaMOclkeWiuE2qdfqkN2yA9dJjWPMdJDcePnoFLOEpGPxqtLVVadpyeF+ZLp4WXTxRDK/7qyQGuB924ezYyrpcrTPCPtHmbRMTIXHV6LA6j5isDxHVrVQfkRefisZ+R23htTpklc1j4c/iM3jy8mXcbI4haVNlhxO3rnesHwyEq4zjJYeUegUbJ+1AipxjA2Ofl6VuKRYlX3QXcawAcZ7U9MqzhxkLON5I22qRFSUQg7GKVEg5FSpmfKtrlBdSSTvT0yu0clgGnELRpKc7YpciYNhHy/OjIbQXJTcj9oQVua6M4M1TcAZSsDVGABZwKMACA3FKAbjRlPHYZFOSGt4FmNZludEE/Sn4InMUGdKyniOWOs/hScIY5ijH0JcFqSfZHP/lozH1GOzBIOmOHirdCNyuMR9TLakNoZZbKnX3VHCG0J7qUcACl5nJVw6sjjmbL/wDB/hBpzwoaEVxi4vR2v61cgbtFkaAeVbuce5HYT9+Sv7y+3TYCj3v6FL47v1/0aUYqC5K1eJHxH3zivd1XHVLSGGGVBds00lfmR7eOy3ezj/qTsnoKgcuPLo4Xd93/AAivO3sisV31XNvk5Tsh5a+Y9zT4VqKwiu03ySRwYlf9+jfbyl//AEmpLfcK7j7R66+CoEeF7QeQR/YlHf8A5iqr6z++zbXQo545T/6beKH/ACLd/wBGnT9yn6/qUdT2PPC9kF1ePU9acOrG85+82pncsHTOacBhTQBgGKAN0AdWvhP1pyAXLakElsfCeuNs1PFdhrJBtBYjNx1LZ8zkIPxkZqdJIax7ftxMhoKQS24fuq71NkabdkXJkJWpK0oO+SDilywFe3SHZTaCrOFJOUmlQg2pc/8AZ/EWzvoPKWllZx15ds1n62n7xTOr1TJ6p+XNS9CwH7Rdi2yeGFoOW/MaLieZBB33HcYryGqhWamqE21zh46o6iVjjXKS54Em3sCLLMtbcdCtihbCyUjPUYPSvadJTdRDZdPfjo+/1+JxN9sLHmEcZ7fwN7iBd39OPPvNOzFWy8pdgzY0eQW0qdU2fKX8gFDcd6qazQaa21XzrTl6lnT32Rh5alwMbg9fnLzoeFzE+2QFqiOc6snnBzk/hUmkwocBa+eSRG2HLhCcZQsIfWPdUOoV1BH41flBWQcJLKfDK+7bJSXY7mY9NhRpikpRKC+R5I+44PdV+fX8a888Mql4f4q9M+nKXxXVHQaqS1Gl8w1rNEiRwxvrTZyStpRT64UMgV6isvTWL5HHywtRB/Mdr1wlRY1rRv5SWEJKCe+BnNOssl7K7EVdcXub6iFxAszsuA1ercfIu9tJebWg4UtA+JPzPpVe6G+O5dUWKJ7JbX0Jcs2ttS2PgzYrnb7cm4R0MKW7HS8EvNFZOFrT1KTWNbZsi/ZyX7G4LKWSuNi4f6m4p6pi6R0rb0z7w8HX35Cm1IjRkuHKlrVjZIz06muchVK2yVklhMxaKJai2VkljLLIR/6L3TMbTLbF0ua3Ly6x9o80ogqdP3h6AHoK2YM6RRwsBDg7wAa8Jc+6TJjb1/MkhD13io9+OgdvJ68nqRvXJeLO62ahPhdvj/s39Eq4Rclz6/AhHx1SjrXUlufg24labcp0XBlQW1IYBzzAjsnv3FO8HzUpOb79PRi6728bfQpwyXIL6HSg4G+fUfKut4awjn5RbWGSJarwFwkONOYc5BkHeq0q88PoZU6vaw+hIWgojutLfLi3rWDektGwlpkXD7chx9XZLLQ3cWemTsKqW408k4V75vpx+r7GhpKMpqU8QXX/AOiaOEP9TXIs+9aY09+yLJ7cLfAkSVF+fcX+XJCM9MDc+ma53XrUuahdLMsZaXCSOp0vkqO6uOF0+LH7cdM6G4iOTbbdYdulT2gA6htQDrRI6gjuO5rIzqKUpxzhmrCxRl7Lw0Vt46+Hprhfam71a7guXa1yBHWxIGHGid04P3hV7T2/eG44w0sm9p/EfaVdq68Z/khNSAtGB1NTp4ZuuKlHAnrCm1fpU65M2ScQq8NyakKc/UJODO3epEUpI4qTg9KfkrtGgmlyIkC8s0mR+AQb2pB2BJNdKedmqAMpANUoAgnt3pMgd2Gi4sADO9OQjeCS9G6H9tZEmW6iLFBAU66cDJ6AepPYDrTsvO2Kyyu8yZa7hP4NNd6+jNvWTSH7PgrSFIu+pVGMw4P8LYy4fxAolBR/vTx8Fy/4JI0+pML3gpsWmChnVPHCy6cuCE870CDFYyPXHmHmx+FOjGuSzGpy+LbJfLRqB4eOFMqOXo3iHWplKikvmNHDYPzURgU91pf+x+YnlwZYHgT4QrVpPUdu1hcNcO8QosZrzLKlyK03HjqV1fBb2cVjYKPTtVOdkYZjXDa315/IfGCj0IT8X7OrrhxNu141dpi7M6atCRG0zOhIMqKgLH2r7jaMqS6TsFEbCpFCdlahS088yXd/6I7VKSwijWt9JSnwuey6mdFWTh5pXMn6fI/I0+EkvZksMzVCUXyRm5D8l7lJwrOAO9WEWE+Cyvhs0db9O3qLeNVMvPSXmlqtWn2Rl6W5g4W8PuNA9c9ajua28jcRTyz1W8MsyRcOB+m5EpmPFkLZWVxogwyyec+4j5Cqmq/vM0l0KAeOX/xu4n/8i3/9Gnz9yn6/qUdT2PO6+jElY+ZqRj4dBvr+Oon1JwY604AVAGUAZigDu10H1pyAW7X+/P1qxHqNZIFvADbRIzVpjRwW11tEtlfKVBC+Y59KEIOGfPkrbT7OFEKByUjIPpT8iHbTL7vlr8xSioHoRtilQBG/W1q6autD7CD56EK5lAdRkZyO9I/eTEfuslSA087ZpUFasustLaGDupsjKCPx2rzTxjTfcNerUvZk1JfPujf0dv3ijb3XDCVkmpkQkKWc8yAFpPQ+v4ivUISU1uXc5mUWnj0E/XluXdtG3JDQLj7TXtDWP42zzA/XbFNsjug0hYvbJEO8K7ii363vtuRhLFwaRcY4+o94D8/0rPoe2yUfXks2dEyZoLzm45scu4IO9aSZXaFG1qKpsltWFeeEub+o2P8AtXIeMR8nW6fVfHDNXSPfRZUKF+WlnS1xaXslzkz8veFd3uSrnH1OZknKcZeg6HUILjRXuhIHKr8PSnshTeOAjLk8kttKCClSt8jp26VHJ4fBPBZXI4uCN9tHEXXUywR4JNus7fsr7zzhQiRg55Tvv7249OlYjmpZT7GvjhF8+GjNitVsUxa4cSCpZHMGmgkqx6nqRVKcW+WSxwug49QXeBESXHIjj8pKSVciM8g7b/OmwjLt0FbRXDihEZuWqbPcXkyoy3EqbS2w7yoJG45vU1i+N15pU8co1fDp4m4Z4ZCWrODlp1FqC2ylTXrC2l9aJT0bBQWHEkODkOw5ts1yEddZVVJJbnjj5rpybNtCk90eCp/Ejwu3mDd72LQ9bnWYuFx4kVRKXWznHLnorHY10mg8ap1NELJxab4eez/7uZN2isjOSi00QNbfaLbdFwZBVHdSry1NuDBQfnXXRxL6mHKGeGXIjeDW3634RWW9aTvDLupnEBbqHpAUy6D8WO6SPSrHl46EeEglZ7RqvhNOtdtvcZdvas1mdgNOtKCmhIecyVtnspSdio79q5jxbSuFNluMttP6Y6G1oL1OyNa7Ibb+lZuquNNhs9smuWmRPQhkSWNinPVRx1rkNFqno9FO+xbks8HWaqqN8XGOFLjDHB4qNHucOrfbNO6i1vP1TcQ0qTb4rccNtN+9ylx1ffA2Ap/hWufiELbaaFBJ4k85+OEipTX5WqpjZNy7pFYgcVfPQkcJTeDn1p0WQXRWQotoZOdxUyZQlBcie6zgmpUzOlDAXUnfpT0VmgPIaUTB05dqTI9I3yUmR2BEI2rpzzU1QBlAGUjAGjrSgLWl4iZdzaStQSgKypROwHc0vYaz1S/o/wDwy2i72aBxD1Zbm50paybJbZKOZmI0DgSFJOynV4yCfhGMUlljqXlw693+w+McB7xMeJTUmsble7Npy6SdL6JtMhUF2db1ATLs8kYcQlX92yOmR7xNIttGIpZm+eei/lkN1yr4Kv2vXEObObcgWSK7qGAghtcxPtBnMfeQpS8krA3+dP8A6k3mc3n8Cn50nySLw0sM7iRYm9ExYcNleqbgmMh4REq8iN8TyynG3ugpz2zTa4JWbm3iPPX8CXT7pN5LL+LbX0Xhpp/SPCLS0lywQVREvz3LestOxLazhKA0sfCpSwB9M0kZNRlqHzJvC+ZcsmoLLIb4beNbWehZHsT9wb4j2EKOY1zKWLkhPQJQ4PcWB/iGT60N1z/ura/VdPwIa71LglFPD7hR4roU2+cN5jGkdbx28TrS8wGhk74kRu4J/vEfnU0pSjFK72o9mv2f7FhpSRWfVPDqfpnWEnT06wWzR2oWUeYv9ot+aiUj+ZFXjlUD19U96diVa3J5h6/yVZwcegLhy5FteoZLUC0mXMLa1zbmmRzrKQk+6VHcZ9BSWPMMlTdzjB6I+EeR7Z4d9ISPIVGLsZayyvqj31bGquq/vM110KH+OT/xu4n/APJt3/RqSfuU/X9Sjqex556ibw8VeuafIdWNtaffqN9SwdeXelA2EZoAEWiO1LgQ0U7CkFOrQ6fWnIBatuQ6o+mKnj1GskqzxHJEcFHwHAKvSrfUZ0F5i1qZXlB5k/PrT+MBkPNOrZSAlRT8vSgQMR5C25CVgcvMcLPYinLkA2/LTH1TZXGyChba0E/iKVcSWRsujH7cX3rdKaktt+YhI5XUD7yOv5jrWb4voFr6Nn+S5X/fEdor/InnsxFGIcl9tHN5DmXWiP4Vb/61B4PqHdplCfvQ4ZNq61CzdHo+RRYjrCeVLwdBTlSM4OD1rcw+xS3p9SuV2Lmhtd2mSfdTAmrgOn1ZWeZGfwV+lZEv6VkX6PBbXtRJ+hrPMAnGFdz3FaqKw4XICmYUeU2B5iFhSlfwJPUVmeL6fztHJpZccP8AAfpLdl6T6PgUNaWpb+i7ktoDmQ0lWP8A4hvW6o79Opr0Rlb1C3a/Vh+6zPY4SEgEvcqcE+vKMmnSeEJXHc/gINwuDdntcq53aS5EiJSEmQhPOpHNsFYHpVeUtsXKRaSTkoxDXARGnpXFPV114eMSZ2loUaNF9vfQpCZ0oj7Z3lPw7nNYlTy2zTfoXp4YXlvTMTynpLsyWtfmqW02XOUHsPRIp81lYEQtXXiqi+yZ9qgsultp0c8p1PKlZ9B3NMrr53MHIg3iXeXblxFstvaU4tqE0XJHknJQT6/Wue8f1VOn0+22SW7pk1vDa5TtzFdB4XBWl5tsTizPhwJCVuhpfOfpiuG+8adpbJL8ToVGaftEL3+72fS1xnNXoi3RlfasTZbflrSewUfvDtmrNUXcv6bz8hjklLDQwNW+HHSXHOwf1gYu8Wz3RKuZD8IJUXk/4xWtpddfontftL0f7FO/S13deH/3UaGiW71wP1dbbbcpyLnZCpQafYXhLnycQN0n/FXb6LxCGpj0w/Q5nVUSpeM5THrpzgVc+Juv29IaZv06ZbrnibdZcxQf/YkUKKskn4nV7hA/E06UITjKVnMfT1f/AHUbTui1JdSOuHdxYsPHy0SFypEyDCmSYcOU+gea6hsqShbgGwUcb4rk/GtDGFVtOnjjOHj9cHQ6fVuaxN9BL8aGoY+pdc6elxpLUhtNrUysNuBSkLDhJCh2P1rE8B08tPpdVGaazPPPyNemas11ElzhFfEbkVeZ6FE2+3ls9PxoT5CyOUJrg945B9KnTMuS55CjyPdOMZqRFOaC3lHBzjNPyVXBnPFKMwDSnIoHJAuWgXAgV1B5iaVtSdwA0IASaGANPSgBY028G5Khy8+R8AG6u+Pxp8XhpsQ92vCHqm36o4X6cmW5aTDchtpQlGwRhPKpOOxByKpWpqbTJiJ9c+B/WV6vM6xQb1ZmtDz7qqauY6hYnxoy1czrKcbKUd8K7CrSsqdnnvO7HTtkhlWpPLKMa8s1us3EzVEfTSVRLVEv8iPaw24VBLLagkFCj1BIJ/E1Zvk/MTfXCz8ylqffyi+HgP03Hvd81Bqx5sclpZTbI73RIcWOeR8sjAqrNuNKXeTz/BcpjiJT/wATfFtestf641Mh51LN0uJgxGnD+7jxvswU+iVkFX40+1YnCr/xX5sgveeCtjWoX2XwtDygrOcg1LjcuSsod0SRoXim9BujMz2l+3XtgARLzEcKJEcg7bj40/4VZFRJTo5r6d12ZYjY49S/vDDiFprxo6Kd4Z8TkMMa7hR/aoF3g/ZKkDoJUU9QtO3O30+WKdGWxebV7vRp/v8AD0LaakuSI2eFd14d6/maGvEUt3yFFcmourSfLj3WOEnEhGOik9FI7GksSjBSr91/k/Qz7qWpJxLv+D3y/wDs26L8p1T6PZF4eX1X9orc1Dq/7zNNdCivji/8buJ//Jt3/RqWfuU/X9SjqeqPP7ULHOCfRVSNcCVvA3fYio7etR45J9x2EIhVOwLuFqzaWkXZQS2jOe+Ka2o9SPLfQWV8PpJYWtlbT/J8QaWFlP1xSOW33lgOUNWda1xXClaeUj1p3UcpHBiPgpz60o/Iv22FlSsJJz6CpYkbkSfY3molvSFNPZx6bVbhJJYI3IVGb1b2k+/5qVdDmnqSFUg2LxbEAK8pw/PHWn7kgOv7etUpJS42pCDjlPTenKUe6E5QnX28QGr9YQl9HI2la3OVQ93cYzTZSzJDuzySVI1bZ3h/+5MJUegzkGpnJd2U1GS7CDO1DChtKWHESBFBUPL3+zPUD6H9KwVBaTWuxe5Z1+Ev9mi5O6hRfWP6HbTOr7XfpSER5bQdKfcQpQGfXrW2pJspNNIjrj3p0vypBRylcuIHgUEH7Vk/L1Saoautv/vQsUzTQ9uHGqIl4sNrkh1KlllCHkEZWlQGDt/vVqmalFMr2tp8EqG42tVufjh0FK2yjdJB6bGtGLrcXGT6ozZOzcpISNb6zh2fQUpK5TJluMoZ5Uq5t8gZ/CjfCrT7E+2BIxlbdua75HI0m2XO0RJDUtEhotJPnhYPMeUZJ9PpU7jXJLDI4zsg3kINcKHOKd2kWd29uWzTEJLci5SWk8y1qV8DKO3MRk79KydSv8EzVollKTROmnOHh0LZbbpvRsdi16VQlSnlr991x4/fWrvms9Q2rCLbn3JV0LeUaJilBLjxd/eFZ5lKV6/IfKnSrTQnmYEa9atTbLTMuZShKUyCpeO4J7U/iMRu/LKiy+I8SbxWkOS2rs88cFEyE6ShKc9FpHUV599p6bL61tccLs1+jOg8NtjCXOc/AuNpbWsCJp9tCbjOSHAFJQlgrXsOgrwLZbCUq1Jp57Hc5g0pNFTfGfq5U2BbyxHucZh9aimTdSkIWB2ba+In5navQPsjpZb5qbUmvTOfq+hi+JX7HGceMPP4EC+H/VLjuoZQkuSkQn1hxTMV5KHD2Kmwr3VEdSg9R0rv/FdNOmiPl9V/3Pp8zJnr3rdVO+fG5ludeGNa+D0xNhjIutxf5MzpENCXW2FKHmFKR1UE5wPWuZ8JtjfrYQ1jcVns31XQNQoxg3H/AJE/+CfVWnpdm1Tp7TmkV6bh2soUJEt4PTJvMgnzZCx1UeuOw2r1W571GalldPh9DDi0+h562IeTdbXcF9Wnpqyr5l9dU/EVm+xfL9BK5NTwQzxIuX7U1tcJAA95YSSO+B1qhbHbp4w+p1vgjzqZ2fQQ0hIGaxGemxwkcHRlXUbfD6U5FeXLCEg++onrU0ehnW9Wwvy/+VPKuPUzlGMkfhQO28HBSAnNOIGgCRjI70rYxIFikyKN6urPLQKt6RgaFCAEKTqIdB0FOFDMF8xpCHEnBBzml68CMtr4ZfFhqvgogR7FOgu2pxwvP2m5tlTalHqW1jdsnv2NNbg+LVn4oap46k08VP6QPX2u9PybWxOtOkoMplTEhVpCnpakqGDyOK2QcZGcZ3pYzpreYRbfx6BK1LoVv0fPYuuoYTEdHJBhp9xBOcJTvknue5NRz3bZSl1Zntucz0F4QTlcKP6Pm/akhtlUq9IlzmlIPvLXKc8tCh8xkY+lXHHfqYQ/8UvyWTWXETzV4uSXIEuHZi4tZt7CWFlwe8VAbk/MnNU627JSsfd5KEuZEah481XokyXAehTVNuDfFOfIyUSy3h5jTZ8R3VM6Y7YrfpxQlW+8q9xftv8Adoa/jBOyh0Iqvh1Nzj07r1Qkcw5fQvc5LkeLvgULlCeRp3i3pZK1JCB+7kFBykp6qYeT0B749KY1GHsvmuf/AH4oucTjkl7wftOx/Dlo5iRDft8lqKtt6LJQUONOBauYEdt8n6VDqv7z5yKuhRbxvjPG7ih/ybd/0aml7lP1/UparsUYdge1OrTyhWTsDU0uhHAnzhf4M+IHEbSELUli0rFv1omcxZfi3RkKTg4KXEHdCh3SelJbTGEtrsw/ky35ZHPGLgvfOEOpXLJqOBEgXMMpkGLGmoklpCtgFlHwq2+E9t6JQUIqallP6DJx2rI8/CzpbRupuKum7XrqQmNpdaZEqUlb3lIkKab50MrV2SrBOM74xTqk/blFZksY/kWpJl0LbYeCPi5sdwsVm0WNE6mYtzty07OipDLzzCfdS8AjYp5sBTas7GjzJxbUpbop4kvj/wB3J+JHm7rywqjpYceSkScqafCBhPmIUUrwPqDUDjstlWuiKk/ZYh2rTIfbMh8hqOgcylq2AHzobfurqCzIspw/8MeoZunY9+vC7DoLTklsLYumsJPkLfHq3HHvkHqCcZqxGpdJNt+i/kmUCVdOeEy668tzzmk9e8O9avsJ92Dby5HdXjtzFRx9cUs4whxNSj8RfLGVqvSjXDJ+TbtZaOe0pcQggsPx1PsO4+808kELHz7VPVvz7CUl6r9yjZp59UyNJmnrTcHUyoyuZlYC0hheUY7Y9an45yhqlJcMVtPWzSaZXst1SmZJcI8iI22XH1k9ktp3JNMy5P2Y5JPLm1lMHrnQitC3u3sXvRjFiTdIxmQYk9aVSvJCsc7zYOWsnoDud6JbVHcmnzge65RjmTOVps0KbcbfAtmlbRJuNwkoiRkPulhtTijsFOKOED5nvgUvEm1jsRwrlP8AyZO148NPEuFp6WZHCa3QfZmFrXNXeWW2UISkkkqPbFUrFVfHy96+GE857FiumUJ7kyuMOHpHVVvCkaeYgyXGsh5LhB5gOxBwN+/erq25cJLldynNTreVLgTNK8N4c3h45qV59wzIs5SHFOO/ZiPnlVkHvg9agml5e5dcj98nbsXTBLfh28O+q9TWaQ7YdHQ12cySE6m1A8YcUI7FvPvOp/y7VDCPlRxbLHoly/8ARZdLm08lgongp1/clkR9Y8PZRx/6uzEdWfpkOZ/HFI7al1Uh33eJGXFPw/X3hZbn5euuH0Ryyt55r5Z1rlRkD+J1v4mx89xUkJKf9t7vg+H/ALIJ6eXWLGnBsNlisNm22ltxDiAtpEZwlt0HcFO+N/WrtVtbXToZk4WKWGwrpbhpqmHry1sx0+26hushbtt03BeUpk4wC6+QcciAckn6VQlunY5t4ijUpjlJFjPbdW8PdcHRWujGbujkX2m3SYSSmHNaT8ZaJ3CkfeQdx16UydihHzYcx6fFP4j7K2ugY0vctWcZlLZ4b2diZamXFMStUXZamoDSxsQ2OrxHfl2+dLJbVm2WPguv+grqb5Yp6o8M3HJ6wzFt3rR2pQpsJFviMOwy5jphwlQB+tRb6Hxukid1oolr/S1/0XqW4+0RZdlvUFQTLtzqil1hZ35gobKSeyhsapaihT9ixJp9+zGKUqnlHez+MXXunrQq3C6MgJHIHnI3M8B6ZHX61yNv2U0E7fMUWvgnwa9fi1yhtyvwGbKuGouMlweu1/ush2Kwk+fcZi8BtH8KB0Tn0FdPoPDqNIlVp4KK+H/cszrtTO95k8slTSPhruVt043qa9XezcNNKyFAwZ+rVKTIlHspmOn3yD1BOK13pISk4ybb9F2+b6DIppZZLFit1z1TFbsOluMOg9b3BDeG7Kpp23Pyx/ClxzIKqzP/AELR1zdyhKL9eGl9CeVs7I7MljPBNZ7nZNUcSWLxZZlhuBSx5sKYndBS2oZSobKSexFW5w8umEM5w+pFFYKB3CV7BpuM8Dg+dL/666g1q3aqa+X6EaeJ5INmYmzHHnCfeUVe6d80+VcZx2tF3Tam3Tz31sKJcHfO3TNc9qdJKn2lzE9M8M8Xq1qVcuJrt6/ICVZ36iqKNtvIRkKBWe47VNEoWvk5gbbdKcRJehi09KAZyUnJpSJpnMpINKMawzKBRuV1Z5SBPWmsDXY0ACFKB1PQUoAkdRSoBRjzFM9CR9KUjccihGuDjqgConfuaRIilDBLXC972WHdJisDyoq9z03HL/vQ47pRh6sihH2z0u4+2eLozwjcM9Gux33Ikpy3w3UxFcq0hLfmZ+e46U/dusut9E/4NCXCKAcRtO2viFfJLYuyZF1ZUUocdR5MpKeyVpOzmPUGoq0tqKceWRTqzhNqDRzTcmRGVJgOnlRLYSVI5v4TjoatxJ8YF6wcNoOmWYt01k4Q6/yqhadjKBlyydwXP5TfqTufSkb5FwPrX2tZMyTaY95cESw21CXW7ewPLS+791ppHZCe6j1pj54ZFYsosH4TeNjukeLNj1HJPNB1KpuxXlKPuK/9leJ6BKDlJ/zVGob4yqfzX7oTTzzwz1KSlKWlcoAG52HWs4unln43f/G7ih/ybd/0a0Je5T9ShquxSJp3yJXP1wqrDWUV4vB6I/0cOrGYfEq62RDPskW62VqW2hLh5HZDbhDiuToFcpGT3xVV+1p2m8uL/JmjW8orh4pdJS7Br3iIJkFbD7upJLyJLmSqQ0oAoXk/kB2pbubYPPG1EN7K9xXFPD2VxCXW1HHIoZH5VJyvaTwVVJroXw8DUJbHE646lWUogaS0e+h8nZKFukKQPkOVBplabplnrOS/Iv15xllTtSxhqNyApsBZnPPTBj0cdUof60lsv61kvTj8Cra8ywiauC/D6z6L4fXTjRqi2Ivdos8oQNLWFY+zutzzy+c6D1bQvYA7e6TVmuOzhvDay36L+WWoJJZIm13xFuWpdXSb3qB0XzUspWZEmQrnQ2f5TSTshtPQADtVRzne8ReIdl/3cr2W4eESDwvcn3K+abNjhoha5k3Fliyy4ieRxtRUCtSgOrYRzc2dsU+iE4243ewve+Q6mUpdSz/ja8WNwivTeHmkZDUR2G0Gr7qMIQvySpOFRYwII8xW/Mr7oPrRFR08VZLmT6L92WZSwUV0W6VOpjtpxGGzaR2FW6pSacpvlmXZLMslv/BdqqVw8e1qGbdbrzp+wQ3btPdXCHt7MtwczMdt8/GV42T2pkt19cd3GXhc8Nd3j4GnB8Fe+MGoLtxVlRNXXn2eLqeS+tq6OLPKGk8xLLYHX3EkJ+ZzUDkrZrZxGPC/n6kNksrBI+jLHZuHGgJ141NHbvl4nQ3Da7U8jCEpAz56++M/D8xVic3Fxa65Iq0ovJYjxGXeZcfBJoN6RJeWblJtrcxPOR57aslTaz3T0274qJLFtuOyZdk/ZKEybR5mpprLLQbY5igISNgOgApun9mvczLct0sEmcK9JWq1cPLlrjU8JV60bp+4GNbtPoPL+37t91pY/ktdVdiQfSrUG4Ry3hvnPovX5suwgo+0yP8Aijx6v3Ei8Y1jc1XMLVysWWItTNtggbJbaaTjOOnMdzVJXzk8UeyvXu/mxJ2YHxoWbAiuuXa3292yvNxAv222SFtPNrTsSDnHSpnPUrrPPwfKI1a+pZDgL41bjCDFi4juN6i0tNeENnUHljzowX7qUzEdFIPQuD13FQ7Y3PEVtn6dn8vj8CzCxTELxGcBm/D7qaLfNMhH/DjUEny/Ys5Fpmr3T5R/kub+70SfrUvmO6Ln/nHr8V/KGW1qSyRam9K/rVbZVnvMmw6qt6VCDcYmykqV1bUOi21EAKBps9Qox3rDXdFOmbhLDLkuydMeKfwxQNWa0bVbXbMl6RNlQx9pHdj5RJDR68q0hQ+iqbh1W7IcqWPz6fgafDRXjWF6f4g6Dta49yl6L05Di/8Ac+m7HLKYSoQH2aninculO5HbNTym90lU+e8n6/ArzswR9wz4pa54ZXRu96Qu0yW01jzLPInKk22e2DlSCk5LTpGcL9etQuyS9nUYcX3S5Q2FrfUsV4sbBYvEB4cbLxt00jyptri+2u4SCuRCJ5ZEZfqUqBIJ6FPzp0INSlpZ9+nwfZlmS3I85n9EsSNZMxSlSo7ykrwn4lIOCB+tJRiUfaMuTalhFseAGi9MQdN3zifrFhn/AIdaEf8AIh25COb9oXEKAK3R94IUpKUp6EkntVttpRhD3pfki7VDatzIx8TcvVdy1VJ1Xcpbepp8tnzwlKcfsyKd0NNoO3KkYBUNyaoWf1Wo18QX5/FhOTzwRDpbWKLm6zHu0RqVEeUEqGMKHzSobgjsRTfLlX7dbwyq7Gnyep/gd4nXPV2hdRaavUtdym6aeEaNcZCuZ+VEU1zNFw91J3TnvgUW+2oXJYz1+ZoxeVk8xtdTjG0lDbAPMt+WAfT7ddGoWdXP6foV5P2jXCng2jiBDckyLgmC1kobPJzlR759K5fxbxl+HyUYQ3M2dHpPPTbeBo8QuGFy0M+SsplQ+YgPtjHKR/EO2a0dLr6fEKsdG10/j5Bss0dsbI9mMke8Mjv1FZNkHVJwl2PVdPfDVVK6vo/+wFH2/fNCfBHZHMgOcHHYU4iNq6CkQrOKjg4pxEzSh3pUMaMpBBrk4FdaeUAB0pgG+uBTgBp60rA6Ab0ACT8QoA6g04A9bh9oKVEc+hMOimA7om/pP3m20b/N1IqStZ1Fa+JBX7x6Y/0gTCmOGfCYNrKEtX5hOEnGf7IoCoK3/Tv+X7l2funmJdLvqK86petMNlm7kuKA9qbB8gfxFz7oHzNNhlxRTr5eB36a4qTdABOntKy5esNWPqCBNT9rCiK9GGVDCiP4ztUuWuhbHHb7loyyyrvO1qYertTchk3S5w3lMiGo7JZGPdWsnY427Uu7HUMEe3rQknXl0TqG3anavqngPs5OEOMJHwt8gJ6DA2pY8sZOOUSdw74caqkabvNuXbnQ07HLqHGHk86VtnnSQnORumnyeycbEujKEU4TyevnBXWS+IPCTSuonWlMPXG2tPOtrGClfLhQP4is++Hl2yh6M1jzm8b5xxu4n/8AJt3/AEasS9yn6/qUNV2KLSXeR1eKtLoQJcFn/CJxAa0jxX4dXt97kbYuRtju+3JJT5Yz9FYqCtZlZV6rP4Fql44LheLvhvDvWsJsGeEyIV7hB6OwU8q0vNbLUhfrjBIqNPfVGX/i/wBehJbHKPPWLwsZh6qkx0zuRcJRcciyxyL5BvlJ6EYp9jeMLqUorMsFoHXXuCPhGlMOEQta8VJewT+8YtiRgKWPQNApPzcqx7NOH2rX/wDp/wCzR92JVmNLakTbu9BSlhqBCcEZKeiAlGE4+lUIRbcVLu+SgnusLceJezf1Y4PeHLT8PDEQW5+Y62kYS88YyVFWPXmUpX41bueYXv4pfTJenwimNstBk3eTLlKDcdpRW44vYJSNyTUa9mKS6mZFb5FpeHk5vgFoyLrCShhHFHVcYs6ZtshBUbPbCoBcxxPZS+o/AetWZKNcWpcxXX4v0XyNKK2IrxxvcMTiJdLRFK1REO+Z5q1ZU+tXvLcUe5Uok1V9q2xzn/yK9jyw9w9gJhuLlvD+zxm1PLyNsJGT/pVmeVHC7ldJORZfWtic4ZeGDh3AkXAW6564vR1Dc5TSCHS2hHmst/PlHljFLZLZvcf8FhfN9TRaxHBHHD+2wtfcQmWk20wb/eVqUuPKHOZrYyTKUDszy4yB3qCtbYldLcxvXi5y9Ra01cuQ9IUzb2HokdEjZQQhJG4+fWlny4v4oiz/AFMFuuPo/wD0O8Mf/wCXav8AQ07/AN675MvS90qJFYS3c9QSce9HaddT/mAOP1qOHNMV6mNB5sJo4q2/+o3Brw/2ZcfnjKtj12deYHLzzFo5lKPqcKNS6iXs2teqX0NifESsV60Fp/Xsl122T2W7626HxHLgZeP0SrCSMj1qDCSWCtBKSJttWlzpnR0Bm5QnT+1OZl9aNi0jHr0zmr0mpcojjDZwxhactLlpu0ywuxnpbygphyMRhBaPqfpvVe2vck49URQzGWS22hZMniT4SOJfDDUF0RcbxpaEVRZQc8x4RMeZGUtX8aeUpyOwFEJqVld8V73D9M9GaieUVo0C4rUOo7TJT7gejtuOEjJJ5RjH41zmqa08ZRfZlPa5TLd+HqK7L8CGs47KfMedTfW0JzjmUXFgfrXQtrz6n8Il1dClLs6+aDdtTD8R9tC7eyH4LpwlwBA95s9OYeorHle6bZZ6ZZBs3PgK6TWydSsXSyyzbbk+5gFJ/s8wE7ocR0S4P1rSk4zqckV3HEuC5/Ce/qj+BTiTHujDUONaBcoiGkp5UJQRzDA/zKNWFmV9Uu7SL0fdKOQ2gzqOG8rHPHgBw/g3kf7VTT4eO7/cy3zaWb4kW5ekvA9wbtSWQg6ku7Eu58o2dWtC3SVeuSB+VX7XiVzX+McI05cRKqQ+JseVdXdM6ueW3b/NU3bb03++tyydkq/jaJ6g1VrTUEVYSUnhhCPwxuU3V7NnRbnYV283KJjaCIEpJ6L5j8GRU3VYGzhng9GfBBaY9hvGv7a080/KjMx0S3G+7obVnfuPpUE1imC+LLdfCwecPEBrzNIw1dC3IlK//vXTNS8auz6foQv3gx4c9ReTq79kvPltD32zIJ2Kh1H4iuP+0FW7T+YlnHDN7QPE8ZJg4ockJu6PPRG3EONc3lOY5Vbdydhj1rm/DG5QglLoaWo4bbRTpOC+s5AClE4B+dd7ro7oQwuS99nrVCVsZSwuOPiF5CffNZKOxn1C5+dORXZsnbORSiM5nB3IzSjHyA2ANAxmUCDWUe1dYzyYCRTQNj4qcgBgdaUDqO1AG0/EKUDpTgD0D94N8UIjkTHodalaMv6UJKnA2hYSPk4k1JW8X1v4leHEj1F8czEWfwc4dT5KXHGGb1Dd5WuquaORjPbrUFfu3L4P9S9P3WeZ2uGLnLusi3NrassGU4QLXbwDJeRndTquyf8ANRXzFFODGvJ1k3pVp+waPQlE+V/ZnZsfdRCtihC+uT0JH4VL8EWuw3tcLassSPpSG4h72ZXmz5CDkPSCNxnulI2+uaTGQEC0JfgS0PRJD0Z4dHGVlKqfsGSfBYTgdqu4PamiJnvPSFEciX23Ch1ORjr3/Gm2pqBQm/aPVfwRXZdx8PNnCnXpAjSZUYLeOV4S6rrUGqX9TPqkaseiKW+OD/xt4oD1Zt//AEadL3Kfr+pS1PYodcFFCnN9hVnsRx5Q8uFt3Lzsi2iSYq5CcMvjq04DlCx8woCqs5OuasXYfF7ZHp7q3Wsrjh4PbPxDtzSjqrSuJE6GgBx5S2fcksHHw86ff+mKnUIxudf+M1x9ehdftRKzs8MovEnX2m7G0sPwdSuouS5qFj+z29OHH3Ob+EY5frUenb3Ocl7n69kVa4YlyMHxV8bW+InEW83qCry7HFT+xrCyAAEQ2jylxOOzihzfTFMv6xo9OX83/A+yRDvD6Uuam6xUe8/KiOtoB7qKTj9aV+y4y9GirDiR6RcYtMp4reD7hpryxMi5z9JQmJLrTXvEshsMzEpA6qSAdv8ADU0lm22h/wCXT9UaEluiVy0Rw50xcNQXPUt9ebc4XaUbbud1kpO1xknCo9vR6qJ5StP0FJpoz2qTXtPhfD1ZBVUoNtkc6r11dtd8RrxqW/oDdzuqudcdtWUwo6dmY6PRKE4yB3zTJtWzSh7senx9WNnZl4FO/wCiH9X6YnzzHCdQad8t2UE7mXBc/dvp9eXor61PH2eWI/ai/gEbUGjpG8ll1DiUtpbUUKBwOYcw2+RqeXM4fMgqT38l0/GFbXGtP8EF2u0t3EqC4cZ1Yy3HUqMChRHTBx3qhluu31z+5oz6FPLlqx7h5Evlls6zcdW3XLdz1CSctJ/lMnsB61YispYKHmqCaFDTE1y/2OV+3Yzi7rHt7jBurPxPNhJx5ie6h602xbdufUbGxTmi2HH8J/7EPDIIVzpEy1gKHcYNJ/713yZoz90qHa+Z6/agidRIaeaAPdRBA/Wo48Uxl6YMaLSsLU6ztieK3gl4dawgW43y7aLbbMmDFWebCElmSnbryj3sfKp5pSusq7T6fqjaftRKTcXmdI2mKxLf0/HuTUpJRGkMylguBYyjk5epJGMVV3JwxJcrgpQTjJoDp3ihqfRHD822E5JmzrJNafk2+UQ+0sOe8WAo7gBGBkdxRFyUeCeUo5wx3s+JU8UrrDQzaG7Y1Lb8qbGiAc3mJPQqPvDbG1Nt1Hl1SkJtcmkThwm1DbtIcO/EHruKXP2WLJEsqG19TK5VAtj1UPMTt86l0cGqaYP1b+hOu7IY4Rvrga9stv5+YJiJSR/lG/61z/iGLKZ2fErx/ul0PD6tpvwJ60W+lamEi+qcS2cKKfMXnB9cV0OP61Xyj+ha7FQ5+vo7ml7Tao8xOoIBgMlFouwCJ8P3BhTD3cf4Sd6zrIK1zjLlZZDGe1kb6Uts2BqlqdEKpEMKUuZCeTyOIA3yU9z/AIhUjWyG1EcuWWs1hq93SngM0xY5Daxetfzl+dFfHK6IvmlTjmPRKEo3/wAQrUliuyU88QXHzwTt4iVTsdybu+sZ7IWG0Ox3Gmyvp8JAqgk4Vpsy082ZLz60tjOtv6P3Ql/bjPXN3TUeHPVGhjLii0S04AO2AST8hV2ST1NleeJZ/k1XzEpLxCsUDTE5yY/EgWxqYPOjtBPtUh5tW4Vg7AGoaWnHD6mc/ZZvTPGSXf2Imkn1yYVoWsNszlHLzgO3I7/Cn0I6VI+EOdmVgvt4E7fIt8/iJHVIEpiN5DIUd1tkNE8ij3ON6rz/ALMF8WXK+h546xgKl6SihIyS7LwPU+eumal41c38v0In74i8KuC+odfxnr3ZJ7MB+G9yxy4SCpwb4yOg7Vy3ivi+l8PmqL4t7lybmk01l8d0H0JV4l6jfvfBa53soaTc7bIbt9wYeHMEv5wrb02yK57w+mFOvjp17s05Ra9DRvm50ux9VwyqrRKnMkblVeh2YeEVNG3GEn8QKjzLIPasS+vZLcu53Wh1Dthtl1RzcR3FVjQa4AkcqdqUZjg48+dt6cQtnPqaCJgqBw1lnKq6xnkpoDekA2BtSoAaaUDoOooA2n4hSgdKcAchHCxQhkuhNHCHEtNwiKOz0ZwAfMJJH+lNm3Fxl6MqriZ6g8Q5KuJ3gAsV/bdxKj2qBcUvJRzlBaUlKzj/AChVSqKjqpQ7PKNB8o84ONd5bj3CZZdLQHEN3blW/Nx5kqYk4ISCOifkKr1e7goKWHgjtmMxwwtxkyUpc1XJQpLEU4It6CMeYv8A94ew7dasYLa4GG0lS3VLcJK1HJJ6mnxQgowtnRTyOXQm3g4G4d4jOJYkXC4vEtw7dCbLj8l7HuoQkfPGT0A3NRzjO32I/j6FdV7pHsR4W+Hlw4YcDtO2O8MojXnylyZrKFcwbecUVKTkdcZxmqOomp2Zj0XBpJYRSzx86PmaT4k6k1Bdo7qbHqduK3BuTSCpll5pHKWnj9wq6pJ2NS4lbXBw/wAc5XzK10NyPOrUCPZ5DyM9M1Yi8xIYrHAn2C7LgXBt1CuUpUDULWeAkj0F8DHHRrSPEeLZLgQrS2tiIUltWC2xceXCFkd/OT7h+YFEV5lbrz7UOV8vT6FmuWUPPxG6StXhUseqrZp+7qkag124qHao/IB/V60JyqQlr0QSeXHckelSwuW12yXC5+cu38j37PJ5xa3vjcy4BiMAiKwkNtoHRKRsKp15ftS6sqPlgtF3hduubLyFcpChvVhxUlhkcuOT0l8CXGJ3SGpY+hLhyydNarcckWlpHvKhSwnmfaKP5Sx73N0Bz60xvzq3/wCUPzXb6ou1T3IlLxPeGa73a1acVoGxW246Xs7z8+TpBlQjrly1naShfwqcTk4C9vSiFvmQlCU9sn3+HoPlHKwUjv2jEWe/TG7pYtTWy5Yw5Fcsz7vKrO450JKT9QamrpvSxFJr1yigqGnkmbSHDC7vGJqe6hWh9A2uMpm76gvn2CpcEj3ozTR97mPQEj6b0+MXGXt8y7Jfqy1CvHJXy5aosOpOIWopWnLGzpnSt1bEGBb47fIURkI8tDyx/MX8ZJ33FJfbKTjGLy49/V/wRWzSkmXw4OSInil8Lbugps5y16w0023AL5V9qy8yP7NK9ShYAzjrkimTmq7fOSzGf79UWk1OJUDW+g7roq+Kt2s7JPsGoEAl4w4TkmJJGcea06gEcquvKdxnFPrhZD+z7Uez7/Uo2afc8jq0VoSZqLS1wucoStK8O4jRXe9T3SMqO64wPijxWlAKU4vpzY2ztvUmG5rzOvZfu/gOpo2Pcyxvivulou3hG0LNsERyFZHLnbFQo7yeVaGdwjmHY4xmq8FJWWqXXDLkvdPPTU+q5lt1BODLa2keceZ1IzgZpauaUjF2pSyWS8G/iLb4RakmQL66E8PdQuBUh1aT5dsmnYukfyneij2O9Jh3RVf+cenxXp812NSqzcsDN8XnBqDobj3ZY9ilMvaRuk5rUcOzkhLRKvdUiM50VzLJIbB75FVXJ2SXmPEvX+SZxTKpwdVSIWuX3JTakPXK/uRJMJZOWWOblKC2O49flRGUovjktT0la0sb93tNtY/ck3ghw6vPFjiXd4mgUx2ottnOS596mfZRoUYpCfMcKuvKQTyjc4pY1xtk4W9PRdX8Ckovhkj8ZeIun27DZdAaIkuPaHsEpU5+5LHK5qC5nIXKX/7tJzy+u3YCrGpu8tOte81j/wDivT5+o5/AYPC3U7auJcSY/JDMeO2ouOqOAB1USfQVj6ityocUstleK/qI9BfD/b5cnwFarS3Dklc+Le34jZaIW+2tSyhSU9SFDcetbb9nUVJ9lHJbXQ84tTuQnLVZpAWHFexMoTkYUlQSARjqCCDWY1LzZxa7srSXOST/AA7aMu/FLW1l0ZHU5Liyh7RdpagSuDb0HLh5xuCvHIkepq5p+90ukenxfYkUOUPnxBxdacUTrLXEPS021aW0lCMG2G9JXERFgtEJKW0ndTzp3yNsAVedO+UapSwnzxzl/wAIWS3FY7LMTab0zJfUU4UFJZSMqV6AntUcIqcGmZjjtkX+8DnG/TNjkTuFd5eDUS+vuzrS7LUC0+44Pt4hJ2BHVKe4JqGxOcVKPvQ4f7M0q5KSGN4iPCHfuH18uUiDaZup9BvKU/DlwUebNtOTkx3G/icbB+Ep3A2NI35z31PE+6fR/FfuMsqUyFtCcJpOoryiLpjS1/v175h5bEi3OQ2U/NxxwAJA6nvUsq7Wv6uIr1zn8ivHT85Ze/wi3LSPDvUV+4WouaLvrpaf2tfbiyf7M9KUOVUdkn4vKRyggdO9RaiD2RlH3VwvXHq/mX44XCKZ+JnhbceButhpm5xWzZpz8mXYLk24D7Q0Vc62lp6pWgq69COlVtVDzIvVRfplejGuGXkSeFVxZ03DMWLlhxxfnAp2SF98j1rzrxWn71PfLldPob+in5UcISuNEJUXh1rMw2E+zXOdFmurT1BSCFZ/HH507wpZ1dG98wUor69CXUv+lPb3aZV5o4dP1rvpditp/wC2/mBR+8Uay9X0R1vhXV/I2QMdKzjoTmoDl+dOImuDgoAZpxC8HI/FSkTQLFA5DUVurNdYzyM10o7ACTsKUAaN6AOg3IpQNp+IUAdKcAYiqwsUDX0Jf4MSQ3qOGg9HFch+edqbbzBlKXEj1x8E6IeuvCw1YJiQ9bmHZ1leY7eWFqSU/LY0aiThbGxdWkzSjykUT422W66Um3/RkKyw9PXTS7/sq3YiCp2RCUMx3UqVvgo2JHQinTajNTXuz5+vdFG1OLykVHvFtdblOKeK1vE5Utw5Uo/MnrU6QsJZEvywkmpO5OCYXyLz8800Rrgl3g7xkvXCHUH7a05c27XclR1RTJcjIfKW1HJCOb4TnuN6Y7HCLg47kxIy2k2DxscQZIC3OK14ZV/AxEZCf/pqt53pSvzB2jb4heMrXmqdJXPT1w1su+2i4smPJjzoDRK0HqAcbH5jcU+F+x7lUkxysyVYuM72hThztjbelhnDbG45EFmSUOk571HnkVxySBpbXcmyx+VmUuK8haXWX2/iacScoWn5gjNCbhNWR7DI5ix4cXPElqTi9qCTf9SzGZd3ciNwkqYaLTbbSB0Qkk45j7yvU026as2wgsRX6kkpNkLuyy64VKOVE9aVIakOHSRS7c2EKPulQFObwsjJRzwXv4S6ZvWmvDpqLidYYMu5X66zf6tQXoMYvv2u3BXLKebQnfzFkKGRuNqsxSglX3xu+b7L5InitseBE0V4sdScMYjUPRWtZIsbaeRi2ajZMptrBOdzhYJOcgnY1Vc5J7dRDLXdcMj83a8Dwl/0jXFMReX2zRCHMYLyIL5V9Qkr60m/T/8A7cvxQ9WpleeMHiG1RxcnF7U+oJOoEo3Zg8obgsK/iSyNifmrNO8yclsrjtX5/iMlZkY1imyDMEh1w85ORmrlOnwsFSaciVNKcRrvpy7RrxZLzMsF7jgITPgqHMpH8txJ2Wj5Hp2ps65Ut7VlPsxYWuHDJxh+PPi4xHMd6do654GW3Z1udS4NvvBKsE/SquaF1rln4Ms/eI4FTiPxLk8V9KIf1heGrnITY1XGNDjJLUFmSkkc/J3I7c2cU5t8V1Lblr5/IRXb3hD38V0+RYfCdwisL4Su4zJ0F11JOCG22itav1H507K3XT7YaLEvdKIi+CReZa1MB5CnScE7dasaXiCyZcoZY4RqdtiKUhg8ik4U0UgpUDsQR3FSXVKxBGEoPhjU1FxauF50Tc9LMX2XadDWg87cOQ2l9QnpOR7OtXvtJScfCcZ6Vm2ylPmxZx36MuwtaxF9WRBplepVXy4chSzqMpXNfuUjCnUsqT76gf4sb+tVIxbeEiaVkYrOSW7ZxJnaV0fG0UnUT114fXQ+0ssxGkxueVjJRIUBzuJ2JAJxmrVc3Xl1LGe/chla3lLhojfUutnpjxQgcozhKRsMDoPkBVNVqLyyVPKFvhDC/rPfpMCU+tHnRlAcpwebII+u46d6i1Gqelir4rO1klVe6eGWYk+LXjDb/NP9fZ0ZUQhpMSPAZRHAQAAAjl2GANqfHxSmWP6S5+LyPlCayV5ed1FxP1TMnpbMqVLkKkSHykNteYo5UQkbJz6CnarW1xzbZwiNVyslhIkTSfGrVPA2+Xe36W1E7YnJgZanPR2EOuOKQNuVShsBk7U7S6zdQswTXLWR804PAs668ZvELUWgNQaRuWqTqO23mP7PIF0gpLzKcg8zZTjCtu9X6dRDcp+VyvRkO7sV7a1K686p9auYg4b2/wBamok4RyytOKbHTpbV5YLLUxHtDKnC4kkkKStO4UkjdKh2IpHXJtTg8Mam4MtBoLxwcUdE2KIxE1VAvcFIykaniqedSnoEh1BBOPU5qnLUUubjbXz/APF4Lam8ZC3Efx68StZWmRbJOp7Zp6K6OVf9WYym31juPMWTy5+VSRtqjzVXz/8AJ/sNlYQjaeOM/TM20zLBKds1xs75kwpbBytKj8fMT8YX94Hrmkg7Izdkvaz1XqRRseRB4l8dbtxO1W7f9SXB+6Xd/CVyV7IZR/A0johHyFV75TtWxLEfT+SwpZeQxN4pIjWSMxFWh+QVe84AQeWsKvQ/1XKXQ0fN9hJBXWvFiXqaxMW1JLcTly+lJ/eK7Z+VSafw+FNrsXUdZe5RwyNlOczildye1bM0s8FjSpqvnuCQnG5PXtWJq3lpeh2vhUNsW/UCsnp2qibTAdaXIw5LTk+lOTwRNZOS07g04iaBDpQA0zXWHkQE70oAgOtIIDbFKKdANxSgbT8QpAOlPA6sHCqBGSJw2n+x3uE5nHK4P9aWXMWUZrnJ61/0cVzaa0pruwtjHsl79uO+f/WEBX+1QXvfXXP4Y/A0K3mJJ/iT8Mdk41xGrwzN/q7q+2srRDvSEgo5D1akJOzjR9DuOoplVuE65rMX/wBlfEdKKl1PIvxC6LlcOtaXDT1zkWm4TIyULM6yPByM7zZ6d0KGN0npV/Yq1GSfD9epWlDa+CE1nKjUi5HI482BnvQ0OOqVnGDSdRrQMKwOp6UbEN2nJaQvGaNiFUQtLbDbLh/wmiUcJjxvFfv1S7ihlLpA2NKGAKlEnO9JgMG0E5pUKKlonmDKQ4DuDmnNZWBjRYLht4vtd8JNJXbT+mNSKtlruhK3GlMJdVHcUnCnGCT7ild+u+9HnJJKyG5ro/59RylwQ1KvwlvFLa1rA3K1qypRzkknuSSSTTYylZJzn1ZBKOWKseP7Q0gkkgj1qyoJiKIrQbS3npvV6FSXIuBbhReUDberCfOENkh56Qscm/XK2Wy2R2pF5ucxqDDakL5Gy4s4BUrsAMk+uMVBYlOWHwlyxsIbnySnx08O73ALVthi6l1CxLZucNb67j7KY8RDyVY8hs75ON/eNZ7anDfTFtp49ePUksoi44Q7uF/Ds8RL3ZbdCCGtFW2GH9Saok+5DRGCir2ZpZwFLVjc/dFP2uDVk1iXZd8+oU1bcZGf4vfENG4t60iPWXLGktPx3IFkR0MkqwlySR2ThISj5b96q2NRj5C5beZfx/JNZIr9p5hbn2y88qjua0aYccFZIc0ppLKCCClXp8qtxj6g+UQ7rWM4xOnOpSpbLcpuepv7q0gYUPqMZrL1EWm2vXIyHbPyFi+axCrGt+IhlSpDQjgoADpUobJz6Uz7y8ODXIz7qsqWeBDZjO81rZUhCGoTBUvBykOEYwP1qOuL4z2JZtPOO46YfDCPedHQri6p0PuXBMb7LslffHffFU9W/KodvdF+hbpKI2LWuXoTVQdWo+ZDeUy/y7EgHGR/rWe9uoq46NZLsoOuWX2Lb3SyQLhpG23JvylvTUB1S8ZCyRua8386cNTOvsjcVUXWpeomtr01oXT77RktCdBj+0uMDYqUrJCc+pP6VacdVrblhPa3j8OrIkqqYPPUqzqDUU6fdn7lHLaJq3jIVkZQnP3a9Jo0uavLXRLBgWz9rJIPC+7aR4kyf6t6tYRY72oBLToV5aHyenKr7qvl0Nc54j9/8Mbt0/K7r/uqLmnjRqPYs4YU4zcA9R8EbigT4jzlllEeyXDkPlrzuEqPQK/1rc8H8Yo8UrxHia6x/dfAr6rRz00vVeoyrTMbacj+YTgIc7bhR9K6utpOOfiZko5JOvdrbY4Ms3EI5XEwgQr/ABFfWuElc34lOvP+X7Gr5S+7qXwGTKszN00jGvkbJSAA7y/dPQ/ka2NPco6h0T79CpKnNe9DXc5knIVnl2PyrZ2lfag/ItAiWMXiclTTDyw2yQPiUemKzLb4u3yl2LUK9sdzE90KYUWlApUnYgjFLGOVkfJ4eDG3VEKHrUiio8jE3N4QFG5AFVpywm2b1MG2oIOhohvcVzl1inJ4PRdLp3TUlLqcHBt3NRokkjmr3etKRvg5qNOImc1U4iaNYoFQ0j1rrUeQGUoGxSMAadhilA6igDE/EKAOlPAEg4NAg4tOXD2SYyvOOVQOaOxBOOS+ng/8WGneCTHEm4XdEmbdLm1AXa7XHTvLW2haVDn+FGDjJPalVanRBOSSi3kng0lyM/jl4uNScTvNOpr481EdSQnTVnfLcJpJ+66oe88r57CoVa4vGnWF6vr/AKI5W9kVP1HqJNyXyRoyIsdJ91tsYApyjJvdN5Y1PIjNgqTnrV2K4JEBcwkUshQaUYHXalSEOuKkxwBz7jempAcLjgRl47pNNs4QvcbCvjFZ76jjuOlOYGwM7d6EAYbhPK3CCM+tJlAbUhbCsKBHpS5EMKiojO+9D5DAdhJAecxUkEIx/wBobzGa+lXIRyNY446EtISQQQU5Iq8kpLCGMPx2ecjl6qGUp9aIvHDEYowZXlt8hedjqbWl5t9hZQ404g8yVpUOigRkVDapRanDqhkZbWThG8eHEpVvatV5uOmtTMNAchvVoC3TgYBVg4J+eBWT5lcH/bafwZZ8wi7ir4mNY8VIbNu1HfESLYwrmastojiFAPoVtp/eY7cxxS+bN5VUdue/V/j2GuZGDolXp32iQo8oOMdPwp9OnwQ5yx8acYQ6whvAQ4nYg9CK14V7RHxyPF3T7U+Clo4SrGErzuP/ADFWMECm0xh6n0C40hzzRnLZSSncEHbNU7as8jtyfKIlt3lMpt8J5CQuA84FLKc82AQg5/GsbaoYb7E7cnlLuH9Cadc1TqW4wPOBLBDiig5HKe2PWkqbtbwT7FFJMnG4RYGm7ParMucmNJVLbWhJO5XkdKh8SW3STWMvBNp+bYjD8RGlW9PcR57zO0S4IElO+4Xj3x+f+tcl4NqHbpYp9Y8G5qoYkx1P3C+yfDvpxdrZQ5GaC1PyUOe+2gKOBjtv1qnCij/1Wx2Pl9EI5z+7RUehGF5cuGo3FXB0qjoU0hDinF8qVqAxkk7V1VFKj/TgsmdKeeWIMSzlIbacUCXnMqwQoco+YroqK8JQa5M+b5bDNl0JL4r6yt9gt6kNTX3vKjvlJ9wDuojsMfhWZ4zrKtHpp6m1cR/H5FjS0yusVcerLp8AeLIuL128OPHlDLz6m/ZbdcJLgxISfgTznoobFC/wNeR6ipKMPGPC3iL54/xf8eqOjjJ5el1C5X5lb/EBwJu3AHiOq03cl+1PNrXa7mhOEymx0CvRwdFD8a9X8E8b0/jEVL3Zx96Px9V8Gc/qtLPTP1T6McPFKKLZ4XtPuYKXJqWEDPccxO1clpJq/wAauS7ORpXLZo4/QjbgZdmZD9x0xOALMtCnWgo98YWn8t/wrZ8QrlWoaiHVcP8AYp6eSbdbEJel5aNUmwhKhI9o9nHzSTsfyrehqovTfeH0xyVHW1Z5Yo+JGYm23DT+l4e0S2sBxZT950+vzAH61zPh+63fqJdZMvaj2cQXYINhdxjMyFe+txsc2fUDFayxV7C4wP3OxbnzkIy7eWPeSfcJ3HpT1PPUmhtRqPHKffxnHQ1l6y5/20dj4NpYy/rvsGgAe/Ssg67AVdGCd6lRUnwziscwxvTlwRy5OJSe35U8gAFP50DWjKQTI0cb11548ZilA2B0FAAx1oAHnalA2n4hSAdKeBgOKAO7L5bUCDjFA1rIof1jlsD3HlJyN8GoZRQzBzRc3pjo8xZUSO9PhHkTYGVKz1xVvGByR3ZHun0qaKHhaVu4hAO5NRz64EDXIeUYqbaIYsEClaaFwcyrCh/vTM8gDVbn7g0pDSSokY23zUVskogjcbh6897zsphrHVKnBzD6jrVJRsl7sWx+BXhcMUP8g895wrVyp8qM6sE+gITuflT3Xd/4/mhcDph+H6+t2OdqY2O6DTFtz7ZdXoim2mSB0wrBUe2Eg1Hh52OS3Pos9RdjxnBa/g94N+HKuGVp1RxU1yvSyr9FVPtcCM+3H8mMBkLcUsHnWRuU9B0rOv1ltdzp0tW/Dw21nn4fAnjUsZkUS4gfs6PqCcza5a59tRIcREluI5FSGQohDhT90qG+K054jZtXHTK9H3X0K7XoNodU04aK0BGHXMjAxUseBrJAszfPFZxvtVyvkYx6Wu3MT22ggFLoGCnP6/SrrSXJFl9Bw2nR790uv7KtcOfebmUB5MG1xlSHmx/EQNkj6neq9t8IR3zaS9W8EsISm+DU/TLBuL8CWX7Xc2QDJgzmFMPoPqUK7fMZFEbd6TXKfdcojnFw4aGVHsrD/EGJCUOdC0L5QD1IprqTsSfcZL3MjvmcJ/apKXo5ShGd0gbg+tSqlLkgViXDOE/QFxtYw22X2tlHHXNW4RS6kkbIsPW7TtwZ8txDWFpwoA9RSLryhznHA6ocOXGYXcJ624cRr41PKCUpHqSegocknhELw+EENfaxsNn0ibu+8J9sJCVIiOAqdH8KT2z0PoKgvtVUG2LXCTmkxy6S4Bo40cPId9kWNjTkq6MrcjQmdy01jDas9d9jvuaw8OxZfc0eEyuHCS1P8O+JYfu59licrsKYpz7riVFO/qcgbUyiTVqSWcofJZQr8bbg3cuIFrl255xyDFWiQpDjK2lIV3BSoA4IGQehp+qUpNRfRpiQ9nk7+IDWbGuNQQH4UR5qLHhpZ81xOPMVtzEfSuM8H0ktJTJTllt5+Rs6q5WSTS7Ej6GhRuHnD5yyJkjUCruhCoamVAMOLdwlLaFHYe8cEnoetQRqn4lrIzS2bG856rHf+BcqipxznJa7gT4Z9G8Eo931txDuFr1Bqaw2xdxFlYUl6NZWUp5icbhx0nA5yPoK1dRqrbXHT6OLUZPGe8v4XwKagl7UmecfETUrly1ZdLy8GkSbm89NWhlIShBdVzBISNhgcuwrqKrcWOMekVhfQozWeSZfArpdufxAumoZXus2mLyIUobeY4dz+ABrzf7faqUNDXpYdZv8l/s6DwOpO6Vr6RX6kKcbtUf8QeLGq78FqR5twKYrqCeZtDXuo5T26Zrp/BPDo6XwqrTzXOOfr1M3WXu3UysXqWk4e8RGPGLwXuHDbWTqE62szCXbfc1fE4UjDb/rn7qx3BzXmfiOhv8Asz4nDxHSt+U+GvRPt8u6N/T21+IaeVFi9vsxpeKizu6X4V8LtJyFBUmOlXnIT0JbTgn6Zrp/so1rPEdTqUuH+5Q8STqorrZVa3TnrBdI15j7rhSAtSR3Tncflmu+soV1c633/wCRiRlskpFooOlIEzVUfWaVlTDUQLP8KgU5Sv642rhHqrFp3pe7f59za8uO/wA0gLUCP6/P6lnZ5p0Z1U1tB6lvONvlgYroJR+5Oqvs0vxKGfO3S7ibYbgDammScEE4PqDWnKGZbhsJ4jtFuNGMhYSrATjqarTlt5J4LLFObpV23W0yUHzoxUOdSOgz0/Cucv1Kttw+GegeEPy6XHPcbCwpC1bbdARSo3231ODhwTT0QyfJoKCh86GmCaZzcQQdhsacmRyjzwAV06YpSNnImgYNKuwPHTKAMzg0ADB2oAH6UAbT8QpQOlOAygDAcUAAfVun6UxoQOW0czyfpUtazJAw9NUllohWSo9B6VPPEVhgFYk0oJSpR36Go4zfQA2yPOkqUT8IAp8VukIHHJSWsAnrtvVhzSAxSudGxHyxSt5QBB+YllzkI5j12qtKeHgCSeDw049quyNauffjaadmNouL0P8AeojnPOU+m+MkbhOcVHNyaezG7HGemR8MZ5L5XXxC6A05f7JZuC+h9OJsbVxjW2Rfn4SeZ8OqCQIyVDmWc/EtXWuejpLrNy1trcsN4T6Y9fT5FxTSaUR6+MnxQXzgzq2yad0pdYFochQ1XG8LcgNu8xVgMMgEe7zEKJI3wKzPD9LW6JX3xby8Ln8X9B1k0nhFObrx81p4odQ26Der27cJcmUzAtduhp9nhtPuOAeYW0/GrGd1ZroNP5VDxVDbFJuTfLaXb4EDbnwOvx1akeufEWXabZG8616OtrOnmVqaHIXeUKeUAdgc7fhVbTOVdEVFvdY3L447IdY8so1cIc/2hTkxKkrJ5iFdd6vVxwV2Llk0m9c0JWrKUEhIIBJJPQADcn5DerC3Se2KyxuB433hbedJJjC6Wu4WlUpGWFXKItgOgb+6SME47daljlpyi00uuHnAsotdUHnLVN07pZmZzx5gUrH2efdB9TVxbowUkQKSbwOfQVvmy48i6qUhpMRlb6853CQTgfpUrnJxUV3Eys4LvHiBM8KHh/4WRdIwbSNYamQi6XuRNH75rl53VqWNydwlPpXF3Vw8Q1N09Q3shwsfPC/k1M+XFYRWLxe+LeN4h7vYTbNONafFoCx7Y64l2a8pQwWytOwZHUA7k1oaGmOgrlXCe5y/Bf7IbJqzsRZYdCuybcu5SrmzCzhf7SdcI8o52SB1yegA61vRUn35KLfOMEsWrTespdlRKttj1Be4LKPtLjFtTnlr29FYJ+oFI9Wq2oTsin8WPWmzyogrXa77qF2DFs7ki9XqYcR7NAjlT5PfnBwGwO5VjFSS1UoJuclFLq3/ANz9Bioy8JHbX+ndZ8I9S222apkWZL0yMqQ7Bg3ASZEQAj3XkpSClRzkYznBqKrW+dDfVlrOOmMjp6ZR6k4eErg6xxS4gI1RqCEu7aNsTBWyidHcaZkXAkFJDawCsNpBxkYyawfF/EJ6ery1LE5enaP7ZLeno74K18atD3LU+trtqS9aaulmsknUbrkxaoSm4bTYcCUAHASnnSkfUmrcYuarrjNNKK78vu+BZp5csFj+H/H2was1V+x7RMaSqOUoW0xslLaAAMfJOMVd3R2vBW5AaQlaR4U2PUniEu2n1agcuN7ch6XtCcHCOcNvSgg5yoqCt+yQPWsfUwsvt+41S28Zk/0XyLcMQjuY8fHlwYXxL0vpviRp63KuyosIs3MQwkKMNaQtL+3xBpWR64JrI8L1Di56Ox4ecrPr0x9Sa2GVuSKf8O5UO3WBVmnQXr3OeeCoUOOwp9yUhQxlISCQAO+wpl/ht99++p7Uur6YJqr4xhtkssIapsNr0qZFks8W6w31Oc0qxzm1uSLeo/Eny0glIV1rQ0+l1bkrJ4bXSS4T+pFZKCyofh6Et8NW1xPDTxxu8SJIkKkyLdZBJhpXIcDZKS8VjdR5c4I61oz3efp1a+VueHx64IE/ZlgrVrTh/wCdLfuLPtyoAXy+1OwHmmRjoCpSQB+NT0VWxWGln5rJE13J54JJb4YcB9W3hbvlyHmluhXyCSB+ZNeXfaTOv8Yo06WVHC+p0fh78jSzm+rKeW1K5CxzH3l5cOfUnP8AvXrlUcJRRy8n3HVorWdx4U66tOp7WcSoDnMpo/C+0dnG1fIpz+NZni3htfiOnlpp/wCX69ixptRKixWR7E4+KzX0DX2vNKfs1fmRhZva0H084cwB+YG1c39itDZpKrVYudzX/wDU0fFro2yjt6Yz+JXXT8RE6dOt7gB89lQRnsoDau606UrJ1vujFm8RTJc09rJyD4fW4y1H9oKdctRBO6Sk5B/+U1xa0Tn4w4tcLEvx/wBmv5uNKn9CJ7HdBpzVVtnObx+cxJKeyml7HNdB4nR5tLx1RQontmsgrlptyy3m5W9tQ5Y7vMz/AIm1bpI/Cm6Oz7xSpi2Ly5tClp+4JW55D55Vge6fWq+og48ouUSUuGSrw5vUVh522T0JXCle6QsZAJ7fjXHeLaaVkVdX70TovD73VPa+jGPxC0mnTlzdMZ1L0JSzyFJyUD0NJo7pXQTksM7Wu6EvZzyMpwYVmtOI214TYDO9SNcFWMmmCUrI+dRYLblk5k0uBjYHFKRjPrsDx0zFAGztQAIdqAB7YFKAIDFAA6cBlAGUAc3uqabIA7bCA8nftvUtb9pCM7XRzmdT9Kfa8sEEkgJVnuOlQiihHeLEfnKcqWfdHrU8Xtjn1GnBxapDgB6k4AqPLkxQ7IWGWFoQcKQkZqaTwsIQTWGDIXgfiTUEY7mKHl+fCjq8t5Scb7UTr45DJaXwI2B7VPHDh7bpqithU9c4845gfJaKxt9cfSse/wDpae+a64x+LLNb9pDW8bWtZOpuLnECXIkiUty9OxWHRt9g1hLaR8hk06EFCumtLCUc/V9RJt5eRw+ATRbd944cP23G/MEOU9dyB1Ijt8w/VQp2os8jTXWL0S/FhWt0kmXE0LwT0jC4qqRxdlRb5rHV12m3mx6Vk5XFjMlRP2nZxeOiVdO1Zt+rudO/RLEYJJy7/T0RYjCKlibKieLrgfF07x51tZ9NWxEGzRJTDsaIwjDbSHWkqIT6JC+Y46DNaFepdunptm8uSefoytOPLJ88CfBR+JobVvES36eh3zUcRJgaVdnKT5BeSnDrwzsAHNirr7pxVXxHUKt16WUnFPmeOvw/LsS1Q4cg140OKSbvwM01oC/X2BqbiTFks3W8yLSjmixAOcFPONgd+UJ6nGaTRUqiyzUxTjXJNRz1f/dWLY8rHcpTpm4OSNM3GIrJTkKQkd966jTzzVhmfOPtZHfaIU86euaI6FF2ShERlKfvLcUEhP45qRyW+Oei5/AILLJr/pDbwi26507piAQ0xpjTLENbDW4bdd5TjP8AlFcxo03pnKXWc8/NL/ZesfJUzSuiHLohLykq5lKzkiujqqhjJSbZczwlcNY03Vd91Teba3dLToC3ia1bVpGZFwWgqbJB2ISjpnoTntWT4nqNlUaYPDseM/Bfyy1TDPtFgOBnid1NeNM8S9aa2eju2HT7HnojWtsIajLAJ9nSo7rVgpyT3NYOt8OrdlNNGVKXr3Xr8CxCfstsYvgv4jaa/wCIWs7fd1MwNS63xcWJ3MEF4qzzRG1dnEJIOB1NT+JxssohKl5jVw1+/wAmJW0289yBuJfDi+eH3jXEgILcy8Wuam82e9XBJf8A2myVnBezupaCrkUM+mK1K9VHU0q//GS2tL/F/D59SGUXCRYu3+J3Xn/Zc1jr6Xc4rl8N5TaLKtuKlCWnPMCHVIR0UBkkZ9KzJ+H6eWsrraeNu58/DP0JlZJQbRRnxDeIviHrK3PWTUGubtf7UXMJjyG22WXFA5BUhtI5iDuM5xWjVOMFuqrUX68t/TJXbb4bGz4YHHYcTiBfmVqbft1odLRB35lJO/12q5plukk/gRSLWcYNQuaamaB01EZItWltCx5bTDacpVJnJ+0eV8hjO/Teqbrc3LL5ss6/CPKRYb6IsTrrifZ/Dv4UNN2S63Ri5akuVj9itsaAkrExahla056ISFbqO1YVenlrtfO5LbCLy2+3+yy5quGCNv6PPUjdqv8AM0rE07DkEQ3Z0jVjePOZb5/s2HObokb4x1xVzxhq+lXqTXONvq+7RHThcNDS4z+Lxyza8vLHDX9n6btsuU5Gl3v2FLtxubiTyuOBas4QDkJNSVUKiuK1GZSS6Zwo57fyNnPL9keHh34uO8IvDF+3bbAiTb7qHUsyOZtxVyMFaM/2iTjp03x1pNdpvvWrW9tRjFPC6/JCwkowyPtnxY3eD4ar3rDiPZbMzMmSnbZYIkFsmNeiRypdDTg5uTOSSewzVafhsPvcYUTeEk5Z6x+q7/uOU8R5R5oaz11Kt3DyRpxp4ezy5CUEN7JxzFawkdk56DsKPJhq/E/vbXT/AOkPdsoUOHqR9Z95Y2wOXauyq5kZUugr37CExF4BAIyMdd6s38RjIbHng6w0uxtVNF9xbgKeVtSzn3Cn3QPkPSkqgq7eFjISblERGHlwdQIdRspKiR+Bqom69RlEj5gPZVvjySuc0FBl1Jd5QTyhWNyR0zWp5MHLzUufUr7mltyMS9sh5qSn13rOtW5NE6Y5GJarzp+2XFa+d9pr2R9R65T8Oa5/RPybp0vo+UXLfbgphSRE9qQFt+64O471tTrU0VYycWK+nr2pMkMScpcHuhVYGqo2ptG3p7lJjvce9rQW3kpcQRuFb5+dYbrS5RrwtlF5Ghq/Sa7Oy1OYBVb3uh/gPoflUeluU7XVL3kdS7vN0+9DWG9XpLaxtclYviZzEVGy0ng0pXTNKot9BkrFHqYDmkaxwxYtSWUM+uvPHjaRQBsg4FAAwOlKBsilAGBvRgAVKBlAGUAcnuoprAMQ1hC+YnACafF4EZt9zzXCrBAPSiTy8gdGAjP2gPyFKsdwD8psJZ5kjlKTkVPNYWUIgpHCVkpV7pV8KvQ1DHD4FDEhsMRlg+8o9T61K1tjgAszzx1Nqz7q+1RrMWgFCRgNnPTrUk/dELueBTWWjOF1n1hxI1NqG2xZdktxgWuzrd/tTrq08ynEI6kKJCAR6GsXW6a66uuiqOVN5b7emPp1LdbSy2ymPEzUj2orwlUhwOyHnlvvK9VrUVK/LOPwqeTU7W49FwvkiJvJeL+jURaIGrdQauu8hmFadL2DmkTH1BKGg8s8xJ+jdZ/iULJaaNVay5y/T/7JasZbEvT/ABzi6x8TFg1XOkeYuXrJuS1IfIBZg8qmWG0/wDlIJ9c71Y8ry6p6WH+NbXzl1Yud08lh/FYrhRZ+LEbUOppUrV+o1QjDj6JtcgJZewch2UsfCBnuay/DXqY6ZxwoRTzuf6L/AETWuO5MP2XTts194FYVotN8teiIs11xxmRMklmPF5ZBUpnmSQogYI260SnOnxbzJxc/py+OoYzDjgrVrKfwU0FbpabzfneK14MVbbdk08kxbQy8U481cj4lEdep37VtR8+Mt7XlrPWXMmvgv9ED2r4lWdJ3ryYE9fIHClKCCpR7YBJPU46nvgGtKqUbbGo8JsrSR6L8EPDXw0mt6avrHGNvVCYE1mXOt7DrCIT74HMloJ2UlIPQE743rm9dr9RU5Q8jGVw+c4+Zdrqjw0xK44eFfUuudc6p1O9xA0B7Ndpvn+bcXVNutNpAS00SkkEJSMUzT6zTuuut1zzFdvzYk65NtjLtHCLhDwuhzp/GDX9n1HIjNhMXSGkZalJeJ+FSyn33Fk9BkJTWn941VmFo63Fd5SXT9khihGPvD58E+pNMi38YrNcprdrhTgbiHLhNSpcW3qTyBClk+9yDv26Vm+Kqy7yLqVnHHC6v5fElqaWckCeIbjhplGiIPC3hwh1vQEJ7z3prpw/fJAOQtXctA9M/FgdqvQjZCx3XPNsvwiv5/Qik1jC6Brw3cLbrqi1Ma2v02FpXh/ap6ZcnUlwfShxTjKsqRGTnPPnYq+oGaWxLTf04pysksKK+Pr/AQWXufQM+JLxMQuOnEpm62aO4xZ7Jb34tq9oHK9IK91yFjqkHHupO/eotNpo6StaZvLlJOXovh/Ilk97yWk1Dwbd1j4UOF9t0Q9b0w4DMe6Ou3VQbYcSpslTrivUKJUfXFZa1WzX3/eE/ayuOvXt+hYccw4PP3xSQuHOnrNatO6UuDuq9SR1vPX3VYUUxpDqsYjx0dORBBwR09Tmuj8ySpasjtTxtj3S9X/3JVkkuEOjgZw/TbuB93Z5eS5X+O6XlkfAFJIbT+W/41bqSqjGT9ckDeWS7K1hwj1mmxaz1TrSVapduskS0X3QrEfMq4SImzaUL/lL742IrPlDUQ3RhBNZbjPPCT9fii1mLw2yr3iB8RF04ua6fustKIoLYjQrewfs4ENPwMN429CojqahjCKiqKui5b9X6/wADJSy8ssr4MeIGmOGvDrifrG+amt0G4C2ptNutbj2JD7nlqUD5XVQUpSUpPyNN1ekss8imMW1nc32X1+HclreE5FRo10F2v8F2eokR0p8xIOcrJyQMdyo4AFWpR8+2Wzu+PkQZPQqborRPB3wx8O4fFC7LiLjy3r9I0vHIVKurzxKkR+Qb8oJGT0Hes6N12o1ln3aPCW3c+yXcs4jGC3FJeMfGbUHHHiCmVNcS2ED2W32uKf7Na4w2DLQG2cAcy+p6dKlvshp6HCv3e77yfq/h6IjinZNEX8RI/sN9j23fMNnncHbnV/5CoPCV5kXc+/7Emp9lqHoBt8QtXWIx0y2k7/PeurqjiyMfgZ7fAt64jhm3sOAAYX2q/ro4qTI63ybjIFxcjpKcusKS42ruU90/71FFbmmI/ZyNe7o9nvJ9A6RWfqFttXzJ48oXbXMcEVyPznkB3Tmr9cntwRSXORHuTfvuDspNVp9RyNaJmY9tt6jkPjzEDtzCub1C8u6Ni7F6t7ouIrxljmUMYGe9byeSmDkxBKT5iPddT0PrTbK1Yh0ZuDyhSsd/PneyyDyrAwkq7n0rmdRpnDlG9RqFPhj/ALO4zeLHcLVJQHElPmISf1xXK6uuVV8NRD5M6TSW5rlU/miKtTaZe0/KOMrirPuOenyPzrbpujqI/EsQm4vIjZzRJYZqVy3oAU5NSRfBBavaMAPpTmkyGMnDKQ1eQCunPLgQTtSgZy9KAB8uCKUDVAAx0pQMoAygDB1oAA+NgaawOsJKVLHMMpAzT49eRAyylMiSpxWzad8U9e1LIHSMPPlLcOAAcjNLH2pZYA5j5cPlN7pHxUs5Z4QHFQyUIGAR3pnohAUtRWsN82QOpp8nngDTysut7YQgDApG8tADlS8tK9QKJSysAhOVdpLY+zODjAUDukeg9KpSjJrCfBImFUrcdkB1w5VnNEYbRGxwM6xuNtt0mDGkvNw5ISH46HCG3gk5SFpGywCSRnoak32RWIv+V8vQVMINammqfU4pZJOfi3z9R3qvCDg90Xhith/+vt3TlKHVJ5t1qSSFLPqT1NJZCdrzN5DIbY4jXGPHDKwqQ2FFaWnVKU0lR6kIzygnuQN6llO5xUVL+fxDITcvdzvb3ItfI0DkITskfQdKjjTl5fLBsfOnLeqBa3nUnKyBv+NaMakokeeQ28u5QzlmK06jBGVJwfzGKidV0Pcm0CmujCibzclHa2tZG3vcxH5E0zGpfDmx25AfKvE5aS00mMPVlHKfzo+72WP222Nc0gzMsFyEYH3VK5Sk8yc5SdyD6j5dKsxosqjiDwIp5C1u07cJs5C5SlKwQN/0ptWl2vkVyFLUkG7xWG4jbjz8FtZdbjqWpTTaj1UGyeUE9zjepLo29IvH6/iKpgdK6fuS5K5rnmKO5JxnP1qvDTYXQbKaFq48UtcSdLRtHybxdp2lIZLca0vSD7OgZ2GBgqSD0CjtUdjl5jshBKX/AJY5/wBEu7jDZ209wgueqnUSpzZI+McwwlA7DFNq0+XmXLGuRaqTGZ4b8HUOKx7UGyvKhupRGAK0HHsRo8/r7drhcLpKe89WVuKKgDtud6oOhSySbsDZ5HI1wjSHTny3vKXnsD0qJRVc18x/VDimvPuOlTWAUjAX3A+R7VcnXKXsp8EaeBT0LqK5aS1FAvNueSxc4D6ZUd1baXAhxGSlXKrY/Q0yFe1OLWU1h/IXdjkVNY8YtT8TtRzrveri/dLzNOXpr597lGwSkDZCR/Cmq8a3ZiuC2wXZfv6sfKXdj88PuiUyLjPvE1PM1CaKiSNhtk/6Vzf2ks+7116ePWRoaCG+UpvsQ9fLsrUd/ud0V/7VIUpIPZOcD9K6HQ0/d6FD0SKNs/Mm5DsYszzmokycDyUJSlO/okV09dMncp9im5ezgN67a5rIn5GrOvX9EbX7wmWt9LaIL4O4CM7/AIGqFb9mLFl1aEjWTQZvcoJGwdCh9DVTWJb8r1Ja3wdbS8PaMK3CqmrfI2SB3+OGJqkj4eg+lLasSEjyhrxJBt13ZdBwG3Rn6HrWFq4ZTLVbwx6vseVJcx06irenn5lUZEdi2yaBNupwcnBHaraIwtPbQ8ErQQHkdFCorK1NckkJuLyhb0pqlTMlpLyih1Puk+orldbo/ZaxwdBpdTym+o+7lCZukVbTqA606OnYiuXhKVcsrqjo+vKImv8AYHbJLKd1x1H7NZ/0PzrbVqtjnuXdLJuTiJZGKmgnJE18lCXINmG/JSVttKWnOMgVLJxjw2UFPdyNHkVnpXS4PNzolBA3H60oHRDRUelAAzFKhkZFKIB9mIODmkwKCDOB3pQN+T8j+dAGwxmgAYhlVGAMMcDZR/OjAAfZwkHlO+KXAG22FKb2B3oQA0xXE9ifxoA2GlNJPMCCfnQIA8sfM0AYEn0NAAuRxQ7mjLYAFR1EYIwKAOXsOegpMCmexKB3GBSYAxURPoaMABTFA6UYAEYhxnlzRgDRjKG5TtRgBXt6m2nVEkDKRUsUhGPdq8R41qCQrmWrGeXtVtOKiMHfbp0OQlseYjHUgmp1hkLTFWMxafPStxbaEDue9OUUN9oOtGwNrKlS2205296npRQmZHG4P2XH2M9CjjbfIpW4eo+Lfc42+Za1O/azGmwP1pqlH1FeewvR5lgdUnmnNrUPUUuYPuRtyF1Eu3N22Q40tottoUoqTt2p+Ulkhw2xi6AdfumoksPNNJhQyp+W8tGeZxXT6BIxt61kZ3T2rojR6IshZ5NuTao/kBHlkBWR9/FWkklwMI/8QOqXpGm+RB5Y7CCtaSe+PdpslhNirkpuwOcZO5USTUMVxgcxNvrHOHgkfvW+Yf5kf/aqmojz8/2JIijAkJk2xl3qpxIzVuEt0E/UjfDwGGwGor7vfl5E/U07pFsTvgN6ciNtvLcUnZKetSURSEkyw2lXhpPw/akvCvsnJTDhQTsfeHKmvMvGrPvvjVdUeVHCOh0sfJ0kpPuVdYYLMJnPUgfnXoKW2CMLqyT7XcI9wjRpTIIUprldST8KhtXRUWxmlJFVpp4A6zTnTrxO/Lvmna3+xIK/eGjbTmGz8kg1j0vMETS6mtVjzH0O5z5jQJPzFN1KyshAT7e4cIIOD2qKp5Q6Qt6hBcLTh6qSk5/Crt3OGRxGVcmyHlgbFST+dY96yTxHvClImWiBOUSQ6zyqx2UnY1V0MtrnW+z/AFJLuUpAUuMKKvf5c1rcMrcnNfkk/GKBeTmtlpQ8xp1KHk9N+tQ2QjNYHxk4vKHtpHVzcxluE+sJfR7qcnrXD6/RuqbnHodjotUroKD6ocqbWxdXA3JSlTKzynNYtk5Qi3HqbNMttiZG2qdHPWS6tx2MvsvEhtXdPyNbOh1KtrcpcNEutfMR3Wq1M2+C2wADyjcnue9VLbHZJyZmpshENIKtgD867/K9Tg9svQF5aR90UuV6htl6A0JHYDNGV6oNsvQGEnOdjRleobX6Gid+wNG6PqGH6AVYztijdH1DbL0NgDHUUbl6htfoYEDrnejdH1Da/QGBnooD8aMr1DbL0BeWDuVJz9aMr1DbL0NhlPdSaMx9Q2v0A4CVbYP0NGV6htl6Auf5/rS7o+obZehsKSoYJAwe5o3L1DbL0BhCf400bo+oYfoAUhKcnzEfSjcvUNsvQwLx99NG5eobZehsrBwCpNG5eobZehgIHRQFG5eobZehoqz6Yo3L1DbL0MKEkfdxRuXqg2y9AJZ5Rkcpo3L1QbZegLk2+6RRuXqg2y9AKmwlOcpAz60ZT7htfoHbf7M3zIktFxJHxJ7VNFJdSN57Em2G16dXa0LUhKkpGSFr3zWjXGtxyyBueTGotm81am4UtWT1QcJxUihHPCFzIUocC0uAgsSBn+MnanbF0wHtCrC0rZ7gTyNFXLgnmUc4o8mPdDXJoNP6PtMaeGjGC0cufiIodUOmBFJtCm/pPSvle7GQ2sDbDpzTvKr6YI1KYnLs9kYwBCSVevMab5UV2Jk2zmpMVK24tugKdkvKBUgLPKG0nJJ9BUNqS4Q9fEPWj2dm1PWWxLTNuM2T9u8jdKMnPLnuB0z8qoJJJqPLJOvLJys1jVY7K03KdDy2WuVSsYG1WY8LA0gbxIak8i0RLc0R501ZW5jqECm2dMCor/GTnNRoU43XlLId7NLB/A7GorlmOfQdHqJ1iV5aZEY/3Lhx9D0qHTvCcfQWS7i48r+yNNfxHnNXJe6kMXUU7VHW/GajtDL0p5LacfM4p0pqqmU32BLdJRJu8SL40twysmmGTypkKbCwNshAyf1ryrwRffNfPUy+P5nR6z+lRGtFeZiOSKx8xmvULFiCOdXUVdHzfZ31oUSUHsKm0k9rG2LI4NVyvNsEhIPUbCtDVT3USRHBYkhq2t3EFs9cJG1ZWnf9NE0+oO9Eux46j2SpP61LdyhseokWwnJT3C6pad9USzHFcFebbWMnKkpx+tac+YIgXUal1RhxKwNgcVm3LKySx6ivpIh6yzI6sn2OUlwYPRDmx/Wsul7NQv8A5IsS5rfwFOVDQgpCAUqKv0rZwVkwXs0cdU7/ADNLgZlmIjRxk42HTelwhcs5PQAVh6MS2+j3gQepqC2mNsWmiau2VclJDosGtFSY5jSPdko69uauK1Wg8meV0Ov0urWojh+8hRRMRIe5yorQnYc3UVS2bOiNBycopPsY9eG4q/LUoZ6jftSqpz5RFlLqyA/aHf5ivzro9q9DAyzRkuj+8VS7Y+gmWCEl0/3iqNsfQNzM9pd/mKpNsfQMsz2l3P7xVLtj6Blme0u/zFUm2PoG5me0Oj+8VmjbH0DLM9pd/mKo2x9A3Mz2l3+Yql2x9A3Mz2l3+Yqk2R9B25me0u/zFUbY+gmWb9pdH94r86XavQXczPanf5ivzpNq9BNzNe1On+8NLtXoGWzPanB1cVSbY+gbmZ7W5/Gr86Nq9BdzNGU7/MV+dG1egjbM9qc/mKo2r0EyzPa3R/eK/OjZH0DL6mxLdzu4r86NkfQXL9TPbHQP3ivzo2R9Bcsz2x7+ar86NkfQMv1M9sex+9V+dGyPoGX6mJkLcUkKWpQz0NPhFKS4GSbcWOZnIV+FbyMJj5tgT7ChKkJVsDkitCCUopEYtQVlSNz0q4uV8RA/HUQrJORUrktrwIK9snCA+p3lJ5k8oANNw1HqI1uOcma89ObUtfvBpW4+tVXJtocopI5uPl1aOXZX8RqTORcHYbkZ3p4DuVZmU6cfbU6pgPt8i3GR75B7ZqlZ7eQOGjZVn4eJSkLdelPKTutGScdOmwqCKjXwL1JPn6iclaVlTVbo5CojGDgdKk4QhUnihqAaiuzLpJLjaSgkioZPLHoaKT5KcdzvSdAF/Q+gLpxK1HH07aksmbMbWoKfXyoSkDck/wCwrO8S11HhullqdRnavTryWaKZ6ixV19QPBzh9F1hxmhaRu8t6GZnnRFPRgFfbN5x17HlrnvEvFLPD9E9dRFS4Tw/RlvTaeN9ypm8En8Y/C3e+GdtdvMS4M3iyspBcWr7J5of5eivwqt4L9rNP4tYtPZBwsfTun/BNq/DLNNFzi8x/ManAm1p1DxIsjC8KZZUX8HvgZFbn2g1D0/h1jXy/Ep6KCnfEXvFjdzO4hQYIyG4kXOPmTvWB9lKNunla+7Lnic82KJEt3bCIkX6V313EUY0erC9qkFiSCO9R0vDFlyOm8HzrMtXYpz+laVvNTII8Ma9uXiE38xWVp3/TRYn1D0334KP8NXJr2SNdRJt2zqx6KFUqOrRJLoLcvJYR6b1oS6ESEK4p5o6/kQapz5ix66nTRz/Le3433ZkRaCPmn3kn9KxbPZlGfoy1HnK9R1TSFsMOAfEMn8q3CoEHVlaj9KAN8uwFOyANtRSEgdfWkA5yYgXIDqDyOp3yO9Q21RsXJLXZKuSlF8hkXwts8pBEgdQOh+dc3PRSVm3sdPHxCDoc2uemPiF0256ePPedytXzraq0yhHETnbL52ScpM//2Q==", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "6.\n", "{'all_categorical': \"['adventure', 'casual', 'indie', 'rpg', 'single-player']\",\n", " 'price': 6.99,\n", " 'title': 'Aveyond 3-4: The Darkthrop Prophecy'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "7.\n", "{'all_categorical': \"['indie', 'rpg', 'rpgmaker', 'single-player']\",\n", " 'price': 6.99,\n", " 'title': 'Edolie'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "8.\n", "{'all_categorical': \"['indie', 'rpg', 'single-player']\",\n", " 'price': 1.99,\n", " 'title': \"Unheard Screams - King Leopold II's Rule Over The Congo\"}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "9.\n", "{'all_categorical': \"['indie', 'rpg', 'rpgmaker', 'single-player']\",\n", " 'price': 0.79,\n", " 'title': 'After All'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "10.\n", "{'all_categorical': \"['casual', 'indie', 'rpg', 'single-player', 'strategy']\",\n", " 'price': 1.59,\n", " 'title': 'Champions Of Chaos 2'}\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 250 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "==============================================\n" ] } ], "source": [ "data_fuzzy1 = parse_result_file()\n", "get_results([data_fuzzy1[\"results\"][0]], url_titles=df)" ] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "Python 3", "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": "3.10.4" }, "vscode": { "interpreter": { "hash": "369f2c481f4da34e4445cda3fffd2e751bd1c4d706f27375911949ba6bb62e1c" } } }, "nbformat": 4, "nbformat_minor": 0 }