From 908629e40c279a6b4b499213f2817f1dd6ae34df Mon Sep 17 00:00:00 2001 From: Rodrigo Palacios Date: Mon, 22 Jul 2019 14:48:47 -0500 Subject: [PATCH] Web Project Rodrigo --- your-code/transfermarkt-scrapp.ipynb | 4251 +++++++++++++++++++++++++ your-code/transfermkt_ligamx.xlsx | Bin 0 -> 7129 bytes your-code/web-project README.txt | 30 + your-code/wyscout-api-scrapping.ipynb | 294 ++ your-code/wyscout_ligamx.xlsx | Bin 0 -> 125709 bytes 5 files changed, 4575 insertions(+) create mode 100644 your-code/transfermarkt-scrapp.ipynb create mode 100644 your-code/transfermkt_ligamx.xlsx create mode 100644 your-code/web-project README.txt create mode 100644 your-code/wyscout-api-scrapping.ipynb create mode 100644 your-code/wyscout_ligamx.xlsx diff --git a/your-code/transfermarkt-scrapp.ipynb b/your-code/transfermarkt-scrapp.ipynb new file mode 100644 index 0000000..0b15183 --- /dev/null +++ b/your-code/transfermarkt-scrapp.ipynb @@ -0,0 +1,4251 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: bs4 in c:\\users\\dell\\anaconda3\\lib\\site-packages (0.0.1)\n", + "Requirement already satisfied: requests in c:\\users\\dell\\anaconda3\\lib\\site-packages (2.21.0)\n", + "Requirement already satisfied: pandas in c:\\users\\dell\\anaconda3\\lib\\site-packages (0.24.2)\n", + "Requirement already satisfied: lxml in c:\\users\\dell\\anaconda3\\lib\\site-packages (4.3.2)\n", + "Requirement already satisfied: html5lib in c:\\users\\dell\\anaconda3\\lib\\site-packages (1.0.1)\n", + "Requirement already satisfied: beautifulsoup4 in c:\\users\\dell\\anaconda3\\lib\\site-packages (from bs4) (4.7.1)\n", + "Requirement already satisfied: chardet<3.1.0,>=3.0.2 in c:\\users\\dell\\anaconda3\\lib\\site-packages (from requests) (3.0.4)\n", + "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\dell\\anaconda3\\lib\\site-packages (from requests) (2019.3.9)\n", + "Requirement already satisfied: urllib3<1.25,>=1.21.1 in c:\\users\\dell\\anaconda3\\lib\\site-packages (from requests) (1.24.1)\n", + "Requirement already satisfied: idna<2.9,>=2.5 in c:\\users\\dell\\anaconda3\\lib\\site-packages (from requests) (2.8)\n", + "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\users\\dell\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", + "Requirement already satisfied: pytz>=2011k in c:\\users\\dell\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", + "Requirement already satisfied: numpy>=1.12.0 in c:\\users\\dell\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", + "Requirement already satisfied: webencodings in c:\\users\\dell\\anaconda3\\lib\\site-packages (from html5lib) (0.5.1)\n", + "Requirement already satisfied: six>=1.9 in c:\\users\\dell\\anaconda3\\lib\\site-packages (from html5lib) (1.12.0)\n", + "Requirement already satisfied: soupsieve>=1.2 in c:\\users\\dell\\anaconda3\\lib\\site-packages (from beautifulsoup4->bs4) (1.8)\n" + ] + } + ], + "source": [ + "import sys\n", + "!{sys.executable} -m pip install bs4 requests pandas lxml html5lib\n", + "import requests\n", + "from bs4 import BeautifulSoup\n", + "import re\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 354, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Liga MX Clausura - Valores más altos 19/20 (Vista en detalle) | Transfermarkt\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + " \n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Elfmeter\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Facebook-Blau\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Facebook-Messenger-Blau\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Facebook-Messenger-Weiss\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Groundhopping\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Laender\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Platzverweis\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Spiele\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Spieler\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Tore\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Torschuetzen\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Trainer\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Twitter-Blau\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Vereine\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Wettbewerbe\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " WhatsApp-gruen\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " alles_gelesen\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " bc-land\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " bc-spieler\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " bc-verein\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " bc-wettbewerb\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " facebook\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " fanticker\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " fanticker_white\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " favoriten\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " google+\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " home\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " instagram\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " kalender_blue\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " kommentare_beitraege_sprechblase\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " linkedin\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " liveticker_white\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " mail-schwarz\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " notification\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " offizielle-homepage\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " passwort\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " pinterest\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " rss\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " schliessen\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " share-blauaufweiss\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " share-weissaufblau\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " snapchat\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " suche-grau\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " suche\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " thread_erstellen\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " twitter\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " vimeo\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " whatsapp\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " xing\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " youtube\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"https://www.transfermarkt.es/liga-mx-clausura/marktwerte/wettbewerb/MEX1/pos//detailpos/0/altersklasse/alle/plus/1\"\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " |\n", + " \n", + " \n", + " \n", + " \n", + " |\n", + " \n", + " \n", + " \n", + " \n", + " |\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \n", + " \n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + " \"\"\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + " \"Inicio\"\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + " \"País\"\n", + "
\n", + " \n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \"Competición\n", + "
\n", + " \n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \"Club\"\n", + "
\n", + " \n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \"Jugadores\"\n", + "
\n", + " \n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "

\n", + " Liga MX Clausura\n", + "

\n", + "
\n", + "
\n", + " \n", + " \"México\"\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \"Liga\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " Liga:\n", + " \n", + " Primera División -\n", + " \"México\"\n", + " México\n", + "
\n", + " Cantidad de clubes:\n", + " \n", + " 19 Equipos\n", + "
\n", + " Numero de jugadores:\n", + " \n", + " 541\n", + "
\n", + " Legionarios:\n", + " \n", + " \n", + " 219 Jugadores\n", + " \n", + " \n", + " 40,5%\n", + " \n", + "
\n", + " ø-Valor de mercado:\n", + " \n", + " 1,39 mill. €\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " Más títulos:\n", + " \n", + " \n", + " Santos Laguna\n", + " \n", + " \n", + " 5\n", + " \n", + " \n", + " veces\n", + " \n", + "
\n", + " ø-Edad:\n", + " \n", + " 26,8\n", + " \n", + " Años\n", + " \n", + "
\n", + " Campeón actual:\n", + " \n", + " \n", + " Tigres UANL\n", + " \n", + "
\n", + " Jugador más valioso:\n", + " \n", + " \n", + " Maximiliano Meza\n", + " \n", + " \n", + " 14,00 mill. €\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " Valor de mercado total:\n", + "
\n", + " \n", + " \n", + " 753,90\n", + " \n", + " mill. €\n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + " ≡ Sub-navegación\n", + " \n", + " \n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " Valores más altos Liga MX Clausura\n", + "
\n", + "
\n", + " \n", + "
\n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "

\n", + " Competencia de los mejores valores de mercado\n", + "

\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " Posición:\n", + " \n", + "
\n", + " \n", + "
\n", + "
\n", + " Posiciones detalladas:\n", + " \n", + "
\n", + " \n", + "
\n", + "
\n", + " Grupo de edad:\n", + " \n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + " \n", + " Compacto\n", + " \n", + "
\n", + " \n", + " \n", + "
\n", + " \n", + " Ampliado\n", + " \n", + "
\n", + " \n", + " \n", + "
\n", + " \n", + " Galería\n", + " \n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " #\n", + " \n", + " Jugadores\n", + " \n", + " Nac.\n", + " \n", + " \n", + " Edad\n", + " \n", + " \n", + " Club\n", + " \n", + " \n", + " Valor más alto de carrera\n", + " \n", + " \n", + " \n", + " Última revisión\n", + " \n", + " \n", + " \n", + " Valor de mercado\n", + " \n", + "
\n", + " 1\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Maximiliano\n", + " \n", + " \n", + " Maximiliano Meza\n", + " \n", + "
\n", + " Medio centro ofensivo\n", + "
\n", + " 		\n", + " \"Argentina\"\n", + " \n", + " 26\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 14,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 14,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 2\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Guido\n", + " \n", + " \n", + " Guido Rodríguez\n", + " \n", + "
\n", + " Pivote\n", + "
\n", + " 		\n", + " \"Argentina\"\n", + " \n", + " 25\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 10,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 10,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 3\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Rodolfo\n", + " \n", + " \n", + " Rodolfo Pizarro\n", + " \n", + "
\n", + " Medio centro ofensivo\n", + "
\n", + " 		\n", + " \"México\"\n", + " \n", + " 25\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 10,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 10,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 4\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Carlos\n", + " \n", + " \n", + " Carlos Salcedo\n", + " \n", + "
\n", + " Defensa central\n", + "
\n", + " 		\n", + " \"México\"\n", + " \n", + " 25\n", + " \n", + " \n", + " \"Tigres\n", + " \n", + " \n", + " \n", + " 10,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 10,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 5\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Mateus\n", + " \n", + " \n", + " Mateus Uribe\n", + " \n", + "
\n", + " Mediocentro\n", + "
\n", + " 		\n", + " \"Colombia\"\n", + " \n", + " 28\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 7,50 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 7,50 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 6\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Víctor\n", + " \n", + " \n", + " Víctor Guzmán\n", + " \n", + "
\n", + " Medio centro ofensivo\n", + "
\n", + " 		\n", + " \"México\"\n", + " \n", + " 24\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 7,50 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 7,50 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 7\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Guido\n", + " \n", + " \n", + " Guido Pizarro\n", + " \n", + "
\n", + " Pivote\n", + "
\n", + " 		\n", + " \"Argentina\"\n", + "
\n", + " \"México\"\n", + " 		\n", + " 29\n", + " \n", + " \n", + " \"Tigres\n", + " \n", + " \n", + " \n", + " 15,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 7,50 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 8\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Orbelín\n", + " \n", + " \n", + " Orbelín Pineda\n", + " \n", + "
\n", + " Mediocentro\n", + "
\n", + " 		\n", + " \"México\"\n", + " \n", + " 23\n", + " \n", + " \n", + " \"CD\n", + " \n", + " \n", + " \n", + " 7,50 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 7,50 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 9\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Edson\n", + " \n", + " \n", + " Edson Álvarez\n", + " \n", + "
\n", + " Defensa central\n", + "
\n", + " 		\n", + " \"México\"\n", + " \n", + " 21\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 7,50 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 7,50 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 10\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Jonathan\n", + " \n", + " \n", + " Jonathan González\n", + " \n", + "
\n", + " Pivote\n", + "
\n", + " 		\n", + " \"México\"\n", + "
\n", + " \"Estados\n", + " 		\n", + " 20\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 6,50 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 6,50 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 11\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Guillermo\n", + " \n", + " \n", + " Guillermo Fernández\n", + " \n", + "
\n", + " Medio centro ofensivo\n", + "
\n", + " 		\n", + " \"Argentina\"\n", + " \n", + " 27\n", + " \n", + " \n", + " \"CD\n", + " \n", + " \n", + " \n", + " 6,00 mill. €\n", + " \n", + " \n", + " 18/12/2018\n", + " \n", + " \n", + " 6,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 12\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Timothée\n", + " \n", + " \n", + " Timothée Kolodziejczak\n", + " \n", + "
\n", + " Defensa central\n", + "
\n", + " 		\n", + " \"Francia\"\n", + "
\n", + " \"Polonia\"\n", + " 		\n", + " 27\n", + " \n", + " \n", + " \"Tigres\n", + " \n", + " \n", + " \n", + " 7,00 mill. €\n", + " \n", + " \n", + " 03/06/2019\n", + " \n", + " \n", + " 6,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 13\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Rogelio\n", + " \n", + " \n", + " Rogelio Funes Mori\n", + " \n", + "
\n", + " Delantero centro\n", + "
\n", + " 		\n", + " \"Argentina\"\n", + " \n", + " 28\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 6,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 6,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 14\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Nicolás\n", + " \n", + " \n", + " Nicolás Castillo\n", + " \n", + "
\n", + " Delantero centro\n", + "
\n", + " 		\n", + " \"Chile\"\n", + " \n", + " 26\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 6,00 mill. €\n", + " \n", + " \n", + " 11/01/2019\n", + " \n", + " \n", + " 6,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 15\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Julio\n", + " \n", + " \n", + " Julio Furch\n", + " \n", + "
\n", + " Delantero centro\n", + "
\n", + " 		\n", + " \"Argentina\"\n", + " \n", + " 29\n", + " \n", + " \n", + " \"Santos\n", + " \n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 16\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Bruno\n", + " \n", + " \n", + " Bruno Valdez\n", + " \n", + "
\n", + " Defensa central\n", + "
\n", + " 		\n", + " \"Paraguay\"\n", + " \n", + " 26\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 17\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Roger\n", + " \n", + " \n", + " Roger Martínez\n", + " \n", + "
\n", + " Delantero centro\n", + "
\n", + " 		\n", + " \"Colombia\"\n", + " \n", + " 25\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 18\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Jesús\n", + " \n", + " \n", + " Jesús Gallardo\n", + " \n", + "
\n", + " Extremo izquierdo\n", + "
\n", + " 		\n", + " \"México\"\n", + " \n", + " 24\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 19\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Víctor\n", + " \n", + " \n", + " Víctor Dávila\n", + " \n", + "
\n", + " Delantero centro\n", + "
\n", + " 		\n", + " \"Chile\"\n", + " \n", + " 21\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 20\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"César\n", + " \n", + " \n", + " César Montes\n", + " \n", + "
\n", + " Defensa central\n", + "
\n", + " 		\n", + " \"México\"\n", + " \n", + " 22\n", + " \n", + " \n", + " \"CF\n", + " \n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 21\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Javier\n", + " \n", + " \n", + " Javier Aquino\n", + " \n", + "
\n", + " Extremo izquierdo\n", + "
\n", + " 		\n", + " \"México\"\n", + " \n", + " 29\n", + " \n", + " \n", + " \"Tigres\n", + " \n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 22\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Roberto\n", + " \n", + " \n", + " Roberto Alvarado\n", + " \n", + "
\n", + " Medio centro ofensivo\n", + "
\n", + " 		\n", + " \"México\"\n", + " \n", + " 20\n", + " \n", + " \n", + " \"CD\n", + " \n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 5,00 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 23\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Diego\n", + " \n", + " \n", + " Diego Valdés\n", + " \n", + "
\n", + " Medio centro ofensivo\n", + "
\n", + " 		\n", + " \"Chile\"\n", + " \n", + " 25\n", + " \n", + " \n", + " \"Santos\n", + " \n", + " \n", + " \n", + " 4,50 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 4,50 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 24\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Rafael\n", + " \n", + " \n", + " Rafael Carioca\n", + " \n", + "
\n", + " Pivote\n", + "
\n", + " 		\n", + " \"Brasil\"\n", + " \n", + " 30\n", + " \n", + " \n", + " \"Tigres\n", + " \n", + " \n", + " \n", + " 6,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 4,50 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + " 25\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + " \"Eduardo\n", + " \n", + " \n", + " Eduardo Vargas\n", + " \n", + "
\n", + " Delantero centro\n", + "
\n", + " 		\n", + " \"Chile\"\n", + " \n", + " 29\n", + " \n", + " \n", + " \"Tigres\n", + " \n", + " \n", + " \n", + " 11,00 mill. €\n", + " \n", + " \n", + " 08/02/2019\n", + " \n", + " \n", + " 4,50 mill. €\n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + " \n", + " 14000000\n", + " \n", + " \n", + " 10000000\n", + " \n", + " \n", + " 10000000\n", + " \n", + " \n", + " 10000000\n", + " \n", + " \n", + " 7500000\n", + " \n", + " \n", + " 7500000\n", + " \n", + " \n", + " 7500000\n", + " \n", + " \n", + " 7500000\n", + " \n", + " \n", + " 7500000\n", + " \n", + " \n", + " 6500000\n", + " \n", + " \n", + " 6000000\n", + " \n", + " \n", + " 6000000\n", + " \n", + " \n", + " 6000000\n", + " \n", + " \n", + " 6000000\n", + " \n", + " \n", + " 5000000\n", + " \n", + " \n", + " 5000000\n", + " \n", + " \n", + " 5000000\n", + " \n", + " \n", + " 5000000\n", + " \n", + " \n", + " 5000000\n", + " \n", + " \n", + " 5000000\n", + " \n", + " \n", + " 5000000\n", + " \n", + " \n", + " 5000000\n", + " \n", + " \n", + " 4500000\n", + " \n", + " \n", + " 4500000\n", + " \n", + " \n", + " 4500000\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + " \n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + " \n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n" + ] + } + ], + "source": [ + "# Step 1: Load the webpage containing the data.\n", + "url = 'https://www.transfermarkt.es/liga-mx-clausura/marktwerte/wettbewerb/MEX1/pos//detailpos/0/altersklasse/alle/plus/1'\n", + "html = requests.get(url).content\n", + "headers = {\"User-Agent\":\"Mozilla/5.0\"}\n", + "response = requests.get(url, headers=headers).content\n", + "soup = BeautifulSoup(response, 'html')\n", + "print(soup.prettify())" + ] + }, + { + "cell_type": "code", + "execution_count": 355, + "metadata": {}, + "outputs": [], + "source": [ + "players_table = soup.select('table.items tr')" + ] + }, + { + "cell_type": "code", + "execution_count": 356, + "metadata": {}, + "outputs": [], + "source": [ + "players_table = [[e for e in p if e!= '\\n'] for p in players_table]" + ] + }, + { + "cell_type": "code", + "execution_count": 357, + "metadata": {}, + "outputs": [], + "source": [ + "players_table1 = [[e.text if e.text else e.img['alt'] for e in p] for p in players_table]" + ] + }, + { + "cell_type": "code", + "execution_count": 358, + "metadata": {}, + "outputs": [], + "source": [ + "players_table_final = [e for e in players_table1[:] if len(e) > 2]" + ] + }, + { + "cell_type": "code", + "execution_count": 359, + "metadata": {}, + "outputs": [], + "source": [ + "name_position = soup.find_all(\"table\", {\"class\": \"inline-table\"})\n", + "name_position_list = [i.text.replace('\\n', '') for i in name_position]" + ] + }, + { + "cell_type": "code", + "execution_count": 360, + "metadata": {}, + "outputs": [], + "source": [ + "nested_position = [i.split()[2:] for i in name_position_list]" + ] + }, + { + "cell_type": "code", + "execution_count": 361, + "metadata": {}, + "outputs": [], + "source": [ + "position_final = [\" \".join(nested_position[i]) for i in range(len(nested_position))]" + ] + }, + { + "cell_type": "code", + "execution_count": 362, + "metadata": {}, + "outputs": [], + "source": [ + "players = soup.find_all(\"a\", {\"class\": \"spielprofil_tooltip\"})\n", + "players_list = [i.text for i in players]\n", + "players_list_f = players_list[1:]" + ] + }, + { + "cell_type": "code", + "execution_count": 363, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame(players_table_final[1:], columns=players_table_final[0])\n", + "df.insert(1, 'Name', players_list_f)\n", + "df.insert(2, 'Posición', position_final)" + ] + }, + { + "cell_type": "code", + "execution_count": 365, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
#NamePosiciónNac.EdadClubValor más alto de carreraÚltima revisiónValor de mercado
01Maximiliano MezaMedio centro ofensivoArgentina26CF Monterrey14,00 mill. €08/02/201914,00 mill. €
12Guido RodríguezPivoteArgentina25CF América10,00 mill. €08/02/201910,00 mill. €
23Rodolfo PizarroMedio centro ofensivoMéxico25CF Monterrey10,00 mill. €08/02/201910,00 mill. €
34Carlos SalcedoDefensa centralMéxico25Tigres UANL10,00 mill. €08/02/201910,00 mill. €
45Mateus UribeMediocentroColombia28CF América7,50 mill. €08/02/20197,50 mill. €
\n", + "
" + ], + "text/plain": [ + " # Name Posición Nac. Edad Club \\\n", + "0 1 Maximiliano Meza Medio centro ofensivo Argentina 26 CF Monterrey \n", + "1 2 Guido Rodríguez Pivote Argentina 25 CF América \n", + "2 3 Rodolfo Pizarro Medio centro ofensivo México 25 CF Monterrey \n", + "3 4 Carlos Salcedo Defensa central México 25 Tigres UANL \n", + "4 5 Mateus Uribe Mediocentro Colombia 28 CF América \n", + "\n", + " Valor más alto de carrera Última revisión Valor de mercado \n", + "0 14,00 mill. € 08/02/2019 14,00 mill. €  \n", + "1 10,00 mill. € 08/02/2019 10,00 mill. €  \n", + "2 10,00 mill. € 08/02/2019 10,00 mill. €  \n", + "3 10,00 mill. € 08/02/2019 10,00 mill. €  \n", + "4 7,50 mill. € 08/02/2019 7,50 mill. €  " + ] + }, + "execution_count": 365, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "final_dataframe = df.drop(\"Jugadores\", axis=1)\n", + "final_dataframe.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 366, + "metadata": {}, + "outputs": [], + "source": [ + "final_dataframe.to_excel('transfermkt_ligamx.xlsx', index=False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#we can apply a for loop to the whole program above, changing the initial webpage name slightly\n", + "#to scrape the next year." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# regex pattern for the urls to scrape... " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# df.groupby('xxx').count()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Los valores de mercado que Transfermkt calcula para los jugadores generalmente\n", + "# equivalen al 80% del valor real al que se compran-venden, entonces... \n", + "# x = alumnos_df['name'].apply(lambda n:n.upper())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "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": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-code/transfermkt_ligamx.xlsx b/your-code/transfermkt_ligamx.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..9903319d3113524b36beee1d6665d82a164b1441 GIT binary patch literal 7129 zcmZ`;1z40@w;oCux`qZ31ZnAzPHBdg5+#Qkx)G(3?(Rke1Ysy?rG`?vk&y20J9_T9 z=N|5VXXe}c`DSLldq3~`*52=08?1zaN(=x1Fc8-xfQ(w7gAy75z)K4NkRiVDuzl)o z?_}c)F*kQ{e)^~5;_$GujZ9T>UJ}F)-n(LDS`c^ayOxAns2Cj zimdRo#eM9Ii|0zq%T5YMUW?Z{W~kzg?UKETaF~fA&!4h&E4ysbyAd4izBP@3&FkJc zT+F$-Z{}UtHd9V|ip9g`XJw5Cc0Q}*Z}_-fY_z(cct00YyWCuj_A;)#^b*AgWn4>b z<{dcW@u9gT&TdkbU07ZH&{7-k+Fa_peYKE&R_t}wxDz6Iy;eD=`-U&OcHpX@8GAnS z!)G>U18ma9XLko%7nP*^$0EkJGa^|k3&GijHw$?Q?AWjuJtQOsvv3kz1CbsQAnZjS z35|hB9|<$eBaWTh_JGY`C7Zn{pjR!EzhopX3XMo1)%3FgcwKME8&i|N7#)+R$Q8(G z*}~L6g(ljrOy={zLpBBr)2SxPqf~u;a?S{xQk`|C%7fbJBu#9gd`%xD)Rgn2m>l^< zAP$41G?4FWlD5<`MeH`_a>JM+_d8Oa$NWZsW`i{*&kA0EzNDZf|yr^Kf%9Ddh zId#UnlKe335vH?FTJ%ev6+UU-z+7GkQ(^GrSQ7CwH*r$pA|Fch9xpL)%E5r}m=1Z6 z&_cE50DeDDRA*RqPF{qY`SR~SHiRo1SfuL6aI(cW6>wVCUZhxsajU5F%c;|7C5%*j zbW*}3(mBGy{Pq$jW^atxVp|}&0X7KWK2mEaVtSZgg2BQ9(dAE$>j(@fk}`k<>Btg4 zg9VF@ ze__Orgew`1ceQ$!N$)2<6!NTABnU;t0~^0163zq5Ui(XO@{7eq$3zj zNukA#w<1B5)#FzLOqR7Gan_UYWO~lR?@`(3zs^30ag9KNKp_^jBIyVuL39@LLThtL z)U{qr$ZkCw#?N5527P0D#BN0oW{8XQNZBegHKfDz8MwhxJ&l}$Rg?A4$Gr6QoLRnE z&~jt0(D>mO+|i>pTrC|E@a-bHmIx(EVzrZY62**)n4*qgJ!Kk%U2RvQS#U4VW4D2g z?+XfO=$*vs1LKnFQGk6ISGBERyMg=|5#05%3)3V*yQQ4RHM#KYt1pfe>??Mbj z^kpp01vq+yil?=$_xo3)e)CcwO-Vu_qlb-LZ==&oXrizo^2t)qtTh}T;SgZfod7C} z6f>AvNnEh*4}xnSHHV*9)?#cJDYk0jYC_mcWKguQL?PP=_FSWSbq8?1Bb8rmUqV!E zUq@5{o#l+}gpInSM^6F^ju>m+#9s|T$`cQ)?wP;mT8t~f12;z+sAoGdoI}j?!;`J? z=s1w-KEL*^!|&PJk0BGb6ojMsY+w>3BMJw7zrC#N4%cdvhs?xW&28LN% z$m#5^4lFJY8|+n+)jFv?tS(!GuCHO`Wv+8stvGPs5#F1jr)#8(*-x+6?vTL$T7Uz{ ztQq8y002g0008fw1=z&i-saD`s}5J~zxj zxSIOMt>~5(v%_)?&+^>&L9d2q{9$i$U4N`o#VKH8yIKW~UQvnhM^6Z}WvuBtnDhQ} zkU}q8vYw*!KIi?_26@>;WxY2eOWaW172NdRN_|Ah+_qCxy(!wzCKgMV{!&iXipo;G zvoQE`XUA=Kr&c1{!F+;Iz;w0>8_TYhw=R5Kvg%_&$Bq#GvfWh&rT$gPJLcW%fEXHC zT+O_qZgKye=^51z5*7#8c}s+c1KfU~y@Z8f>wMu%*32R+l4sHrIwpI*!N}&_nWG)Y zLIs+Q+g4`1*e}EvGl^RmABC@x?f_R?PKEkEv*G^w{`Bmpuc^5g#u<%+)E)6=+UXNp z(ztg<;bsnG-HH{8ibQ?GDXNyeR4>MuU7t^v`SSa4Vo00DEm8iP^jg)QG*&18zz7xq z@Ov*r?0U|S*G}eUnl4UOP)q0E%xCHhIL+|mx12F^Zu9ZIWn+fQX~-4Y4i%_xDs0c{ zuB1s}A>#t9sphA<*Gt8`io{lvOfMKc<39HF=Dr9XIPbAP*zvszVE8p;Z^Lj3$>jAS zD15H)7))A}(5Nq?n`|kbA=BYG%)pfINYMP8RMgm4z9bSV)b}#H)FFEAGf7=O@X| zt=GOZSF0joKF4jWC0t)QBI1L##UQ@*f|yk!gnjsM?aw$>bqO^fSNAnkCVQFpc>tU5 zQXbV;nx1+ApX!sL@^X7&RHG0qCKZU9G%c3jGJZ;68!xKGqkUdfRjI}2jBKwlM$)*e zm^IV68<4nu$Sa@z>3%nq^@+7wgf#?|wo_&q0@b`rwaj*BV7|#< zw`#IRwk0VTuf8pZ)2BYcg9loEKGyt;RgO!2ee6vH_DvxjBmJ2I>?)j;JufG8^KMP* zN*d8s+#(s^8#OL+;k)j&=x`pd*SzP{5J#xX%p9|?zX@v)jDHEcoY9d%+?m;C*?mql zEIX3hob_NLFKEHzf<-HiijN|5l8ki*0aL@U&m_0=p+l2#XTZJk_-&8X_G-Z55( z2;~?bO_a3S1HSbJ_kQJ3hblQVttVFu&)mhK;>{-{R%GT%pl^N_<+idirFydbb2sdf zq+2v9w#|v#=c#B$4uT5`-`+w-n?LxS`8;k{(8-Ii8;scLjo4Fw8AVV1>L0pfE?A%$ zk%DQ@%^CDsu4?EcajcAOj=_<}(TJOZ;}2_l>_)=0XFg#sfU&FyS_<;^#R}q|D9}N0 z%IFU^qFXP-ZAY(@XqvGP@1$);Yb-m5pP{_EodA%G@ z)qM=5Tq$sj!_~um`qgsx0j8JW52E4RIa6Z(t?bs8$V8FglZA0#daF~xAM`6K52e$5 zv|lP$9}2oY{PeYh!=JE>YggUk#FstukzEmW z)p&HQB_vn!?!~@LA;}9$%O5WUVXNeMNtN9SV=>6A)r~yPu5Y+u_0zTdTeNux6=vVq zEXf6TSeIc8-qW+0cc$cVPKnj?lD((zwiUD9Yab)gk+-oi2(sx(6O&}*LvyqRl}wWv zYop8aw7S^OTBWYQlyHTSbtPSCx+L7>4PA~WhWoa%@UjK2Vh#)HaoZ`% znQjWM?Ol%7ZTg_@6dxBya^)p$hWEY?zx?H|rc^cF*TIbj*VjXBZ>3nG(Q5si$W2hV z4*BlK_>hP9p_PquQZq{+O|e;Kn4FLa`b;ia4UW8e%lUaQ4j^~Y)Hz0TPb(cu4?Fm= zYNQXU!X>ezX%Dj4I4fv_bjd_fg!2<{xp9rvcb{7AGO7944$Q$G6TR79FW`eo`8FRT zYD>f}%r&1*YvVzeYc!5yc75K?4P35)UF-SKkmTEop%8SA@C!Dz1&6intVLscJzwO1 zJBi*CvdDmN5*V>*5&Ul_nc6#<|K%mPHDcS6J-floZ)RuCjmDVqgPDy<Am&g;(9*1Qq~U z_)Z~wG8~>O_2|E#kMmG8!U#5eeRu!`ZNu*#5TO*IeS2b$TG=@kEGgt{4H8DzEr0Il zvgc0`X*WZ%H-#Skjv(Ibzrs0tXnAYc1EP zClCM4>1!i}XKDyeqfr3>A_S)f()LgnbEu24mZyWcv(ax>%M;+xjz6r1^~|tvxu|P{ z{A3@(NlK4V485h;sAdkaiEmrt_rV70IsPgi&30#)N}h;Qnv+G10nH1PhW(kG0iKzZw!`uO+e>Sq4kI_?3_=< zT+6Gdh}Pb#*`PGw$$o<7)}!En=Ov@F>Zdg;LtC^!s<7?X?6!J^V6JCnAV(vPFBh`C z0)hU*!Z_pnOMF;?vq})ww-%#kUhFVyz=`L`4a@{dR*j^Cz_F;dUp z`k#D$%isE02>BY@>Xe{k`$s3t<~!4t+M>Hj!kp9XsCdBkbu_hSIbn)`q7RPY^-8O^ zy>rj57`g8~A!bz(NOpzbUlfrI zSV1siDAt=u3ci?!aS`G3#tRBdAF$lnW~Gh$`&ZKKEn2>=M90Ui^p_LKk@7Z+gF9U9 zC~}+pZ-uD$#MGDGZ3HXidrDgFuA5#wa_3aKopr`VC9h$H;BopW5bB;8a=F_-sBkRi z)8UesaC=Y5W*K>;pvXA&b3cZOk(d2w9O6*GpC9aRp_J19hpNe#)CUTE zPLzQ-gf$F~eFz#e2iwFL78DypLL2_$<3iZFkC{&t1!UXE3!vIkl0b zGRfI<0a^0-?v2?taK|EB3~H5caE|V+We=tAKt1K;pGPG{A9f^*U2vBv_2u85Dm(|q7F_$oK6z_1b1FI+yfw8Tr0=*s5WLUg%>nJP0AI zTsYviFe#{@L*X5{n*2-}p_S3h41J`SRFjL$GMCuCm{TD*iHvLsAsO}YMU)pmK=X+~%%sD{Ew{4T+TL6Wm#&4rF? z5SZE0`gq^+)C^boY0W_t>`5O9IHlj?}T~lv#-dkqeL}HPz8PY{F836OXjl=0L*$<+iQ(E07T$ zJ(v0@U^a3I(;?b<{AUMb5Xz_|U>O%^@zW%48JAOxyLUGW)6PClicymY4wYfC-sK79 z$5oIb?%O@!di0>$J3;5V@%fu}hKI~9(RsK>~1;MDifVX`G|K4y&EigSxSj!g#( zlUC`d5AsYH{mN{>vigH(Sxi)vd|g~4u>w_L%8E3qLB@{tTKF3=oKap#u|H&-4U}0o zcTLu1x<2hySsBV=%62oZsPs2P&Hh}51}=}5@TkyHU*%Fshndt2C8`5omdDuQIJWin zIV=>)WLAFM8|LJGBJXBN*H>Y*(aNPVXx$YdCE&XdVYzST!JDeMuOn(b#wyevgw5o78-UawCVQ>i>qpIiY**jSV~Bk)^-P& zH05UFtl1uFGr3AeMzl9}Q0UI9rf32t5`KADSk0&YupLMT<6u~#zb)2#DkI(XO3uH3 z4=q6N1&4?XcLx%)=?WQ+BZW<4`H5Gh)en9O`zLmpv>QvaprtQZp&E9~ilhu0u6^F#HB;&^_}p&J)^X0@NfCyKf8 zaDD0ilt~NqK1!%qnpy$|;ekdOTkFLyd>5!ym-)xrDK2XQ|M4&nRKD)^!M|nL zVYb5b24eeHLP%RgbpT-OWNz#Hl;d|>jz~Q^Ik6@75UIyi8dM%5x3Gz}V2+VjtnD$B zvNkgRYryW_`xpuANGtRx$L%#s_|||(*r3F8BSXmz*AG5hsDb@P?9S^vT1)-wJ|;6|>i2%0qk9>_y1#N+z{6`sIulLT zqQzPA!?`)I3}gMz>7RDTonTlLHA-C$Oo>AMjsGRHbI2N}*BqXgE#lx-Ct zbyhcL1V9yPj9m2WuMv}}=uKM#L&M=HjGO+tU=RbwG2`T59j2JOee@7*Xl-319t|i$ z{!{70@x4i#L7tUHdAbk}jm4DZ@B}j|+_W(K?`zqN1(ME5rHSh4%}{lYzC(o~s|TaH zsU|j{g7R{S?XJ+fUR;$Cavz*uHWEVuEGzEv-cF$z(yrFAAVape;$jvjmYx~TaG}?N zLrV{P6tV`Iu;D`Fq1|FnkC7e6&o*^Gj|*oG`#SVZ@E4{`w{jkCE^X3-m5`8${}hh? z^C1d?q(3j1-|z1KJ5sria=#Mz7X|VO|_W!c}J3qW{en0v7$2<(7#s5PpbRXcpdjAIi6H!(DUElj3 zEq~wizNGudloOHL{s)0~AK?Cy@ecq2>Ax0``-b-;>mNgU#916-\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
indexagebirth_country_codebirth_country_namebirth_datebirth_daycontract_expirescurrent_team_colorcurrent_team_logocurrent_team_name...positionsprimary_positionprimary_position_percentsecondary_positionsecondary_position_percentthird_positionthird_position_percenttotal_matchesweightxg_shot
0019MEXMexico2000-06-092000-06-092024-06-3014ad58https://cdn5.wyscout.com/photos/team/public/45...Real Betis...[LW, RW, AMF]LW35RW31AMF1615581.37
1126ARGArgentina1992-12-151992-12-152020-06-30000000https://cdn5.wyscout.com/photos/team/public/59...Monterrey...[AMF, RW, LW]AMF37RW10LW1019771.09
2225MEXMexico1993-09-291993-09-292022-06-30000000https://cdn5.wyscout.com/photos/team/public/92...Tigres UANL...[LCB, CB]LCB71CB14None015770.49
3325MEXMexico1994-02-151994-02-152023-06-30000000https://cdn5.wyscout.com/photos/team/public/59...Monterrey...[AMF, LW]AMF52LW10None030645.09
4425ARGArgentina1994-04-121994-04-12None000000https://cdn5.wyscout.com/photos/team/public/46...América...[LCMF, LDMF, DMF]LCMF41LDMF23DMF1844803.40
\n", + "

5 rows × 34 columns

\n", + "" + ], + "text/plain": [ + " index age birth_country_code birth_country_name birth_date birth_day \\\n", + "0 0 19 MEX Mexico 2000-06-09 2000-06-09 \n", + "1 1 26 ARG Argentina 1992-12-15 1992-12-15 \n", + "2 2 25 MEX Mexico 1993-09-29 1993-09-29 \n", + "3 3 25 MEX Mexico 1994-02-15 1994-02-15 \n", + "4 4 25 ARG Argentina 1994-04-12 1994-04-12 \n", + "\n", + " contract_expires current_team_color \\\n", + "0 2024-06-30 14ad58 \n", + "1 2020-06-30 000000 \n", + "2 2022-06-30 000000 \n", + "3 2023-06-30 000000 \n", + "4 None 000000 \n", + "\n", + " current_team_logo current_team_name ... \\\n", + "0 https://cdn5.wyscout.com/photos/team/public/45... Real Betis ... \n", + "1 https://cdn5.wyscout.com/photos/team/public/59... Monterrey ... \n", + "2 https://cdn5.wyscout.com/photos/team/public/92... Tigres UANL ... \n", + "3 https://cdn5.wyscout.com/photos/team/public/59... Monterrey ... \n", + "4 https://cdn5.wyscout.com/photos/team/public/46... América ... \n", + "\n", + " positions primary_position primary_position_percent \\\n", + "0 [LW, RW, AMF] LW 35 \n", + "1 [AMF, RW, LW] AMF 37 \n", + "2 [LCB, CB] LCB 71 \n", + "3 [AMF, LW] AMF 52 \n", + "4 [LCMF, LDMF, DMF] LCMF 41 \n", + "\n", + " secondary_position secondary_position_percent third_position \\\n", + "0 RW 31 AMF \n", + "1 RW 10 LW \n", + "2 CB 14 None \n", + "3 LW 10 None \n", + "4 LDMF 23 DMF \n", + "\n", + " third_position_percent total_matches weight xg_shot \n", + "0 16 15 58 1.37 \n", + "1 10 19 77 1.09 \n", + "2 0 15 77 0.49 \n", + "3 0 30 64 5.09 \n", + "4 18 44 80 3.40 \n", + "\n", + "[5 rows x 34 columns]" + ] + }, + "execution_count": 110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "l = []\n", + "for i in range(22): \n", + " url= f'https://searchapi.wyscout.com/api/v1/search/results.json?search%5Btime_frame%5D=default&search%5Bcompetition%5D=155&search%5Byouth_stats%5D=false&count=30&page={i}&sort=market_value+desc&language=es&columns=name%2Cid%2Cimage%2Ccurrent_team_logo%2Ccurrent_team_color%2Cbirth_country_name%2Cpassport_country_names%2Ccurrent_team_name%2Cmarket_value%2Ctotal_matches%2Cminutes_on_field%2Cpositions%2Cage%2Ccontract_expires%2Cgoals%2Cgoals_tagged%2Cxg_shot%2Cfoot%2Cheight%2Cweight%2Con_loan&token=98de50b5ada2adab5da2b5796031f14751c9c6a6&groupId=1110432&subgroupId=163958'\n", + " headers = {\"User-Agent\":\"Mozilla/5.0\"}\n", + " response = requests.get(url, headers=headers).json() \n", + " flattened_data = json_normalize(response['players'])\n", + " l.append(flattened_data)\n", + "dataframe = pd.concat(l)\n", + "dataframe = dataframe.reset_index()\n", + "dataframe.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "league_id = {'México':'155', 'Venezuela':'163', 'Argentina': '87'} " + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [], + "source": [ + "dataframe.to_excel('wyscout_ligamx.xlsx', index=False)" + ] + } + ], + "metadata": { + "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": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-code/wyscout_ligamx.xlsx b/your-code/wyscout_ligamx.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..68c4426654941fb842a5f63db1831df7279ebe9d GIT binary patch literal 125709 zcmXtebzD^K^EM?RDM(2xp`f0iKL|D(y1UJ-HmieEl9U?ckY5Luu{A9()P~&aLPBU#Qkw`c#N_tKQl=b~%4<>ysvH0C#=Ur##{Q>CyY=)=v?hGDya{}tK zzJ?$Jt_E@g?oQ0^kC68_kh8$pd+65_dNx z_t&W0yQ39fmd=~gMux!5`y1eAtM4!OK!G>Cx%Y4Eb93P!;BTpccTRdYGl)f}aAd&! zfRx|m(N4A0Evg!Hf7`kiaMQSudv`tqn7cCp#_PC-z-_J@a|7?Ba{G|*!UOov&eS?s zYUkd~2=eY`#w_5bGw}N0_#}`a@M^E~e!$s{W$f5KRtne>hWo>j3E-J#9olz$fp-^6 z#(h#cXE%*^J8ruOw_{2d?yF0@yS>;Ishhjb?X?@N;iEj!$D_3iv@F|Rv$W*fUemOK z+f;(`p`t_?1%0&gV^iiaNJ05nQAyhvbT@G^iWdcU>y}IvcTtJoMtxlC;!LF87!20f zu;Ck=_YJ)*ZWl2a{9Ua|!H2l_tc&xg9$$GspPj{N2?_K7Zly#G23wp}De4eoLvQCH zqN@4{-k=zo6w9@2_;<_oY*-|VffroFLXH(GiqMb$0g92;wcN~xCCuq@+y@}qQs^sB zeQTx<8Wd4mOR1<%S(P&{9--L}YN${08);<3s81t50KG$0e z9<0cX$tf`qS3Yu`AqTn@cw$-+`0eMI^ldj=+)CvBWtgj4-~!=hupRK6|>lMXPnEa&|`9Rm-tf%i&yiq~3fB>u3QvT#e8p z`@$3@b=D;}7e$ZMgDp;sF=xZ*Vb{Yh4p(5Qu2|4)cIDp zW?143zmXmJc}J&Opc4a+7(mK)SxvfLv-o zu}jP%_HE7JVf(%sVf)W+!o|hd=tj*nA#rIPT_7 zny^}rp_G>RmoJ!9%n2subo^3Ps<7DVUaDA%gVx1p&1D7UK_Tk2C+3uysk9cwm)b$; z{Yz;3k42`(*u0C1T`jS?MD=CPN~Qg8g9V3f!Lt1w$oJE8e|N13$7fpJfd>-p8G79k zJfUY(HVe#pUXE^6>B}9PJ6jEM3(N&-j{Sm0?kYK4jsG&ljovqxH2$0a8Fl0^Yidoc zRZB}O+UoBE8S-kC=VZG|YaRvV-w#9L!v|7&WISOq$#btu+pKB8 zyXdniW3KNEis#Je102bo?M|B5-dz6~(xBkM@m@^u<8w>Qy&i%m8P}9_q}BYgr0{cb zczxaS`qfG_n60+_@*nbXtZ=KCfsJAd5~<%rU3$niYXqeYc#%!K=v2BFGVdq-6^Fe{ z$(G|4o2s_v6_D}RDcCdn(VrrJ1(ELr?Epg&i^SbDGRDUiZ9=%ip zeYM^Dkm#_YXNGI7KO8qy?}4536`nDdBO>nY8I%4dl@C4EU7*>)B>Pla5xZ=}{e1^B zH7WUba*~Mv`;J#*L%tViM~$CoUZBlO#84;Gu`7rIokOT3@YP_wzGCV@J%$&rX>ut0 zh^xA{;v4HZ+2Bzs2K9o~xW64dw06<$*RsKjRJUgn7pS8@=Qv5oH-pY zJ^N9D;87@zEUvb)MIG|yV00Eg!+-};(nwA7kXqSb}q@|pHievLbNljF`E zDC_^_rK_*?(Jec&+t;2!v|cr&XKknCPwm=_cc(3=K2pfBW=0pQR9~Z2D?B`Dd_d(I z;|p)y(Th^?DsggL(^?DotVMiyPo#5xPoy}7?q>7rq&c@>0+u-o0!|f)xAuJ|8=ldd_nKyo?ahMBdjjFODrr8$;WF4H&Q;0 z#M8MUr@SAe3f%)3Jmp^n5m7Rl%3k0nu^jzB4Da<9(TPjx=~axk4m;wr?P=-`NJV-f+8EaKy>2!BKq$X)paHP6D^1NOGIbaL~eAURhUOCejh_-+Cz{drQDV`iV zWx1GJcHFyXiylvqpCosGxO+f6$2=%kRg4=6jTh7yFhR?73G2$1gd4jBwq>P20}AxZ(~!u{*K5e%G6-_5yWoKuY%pSF622 z3^AjUwGTeCW`c+zAZP0c+fEaQa$8Nhbz`|tnpFST3C_*oW6w?GQg$$s^*&kXN(AjH zm&acvC^Uro4@FWn^B6pVck?89;6KiZ$v)D)*iX&%GkvC#7MIjHl|3G15xV4&ey=Eq zRh4NP8Jr0>WW?z29ns#Ts`>N?gG2Y_>*>qQ9bJ-CmNl{Tr6j!WgsZ+pgLmq$?^HaO zO1h3bEl9B*Nihf0_=D=Dq>MFE(TR1R8ND0NoxaR-FmrMnCob>0~^%g-q{j(CcEb5=PJFNYtrun_7);Ucy^l_l&#UDHgL9Z`shRc^%{d+^l8PLqFFtpNem3EH3b@1L%IhO>puYArso^=>4 zA0UnA!ER9^zTBwhQhe8O;TFXg>z7{{AF@6Hr`%84SLisO0)oBbi)<%ze)&k)TFk@t zwNhUK+Xr719-s5+I+8&-6B27~z-7O8rJ# zIvP!;GChR5#d<29S1$2GHr+m#605Z+Me)v^I)pyh!q1YRmwqxjO`BVQ-UA!UdDY!k zH`O-Z(Q=$h12)Jdm01zxW>jpg;-7{Ks*1|v z@!Z&xZ)yYf=~{fk{Iv|Br{JQK1$G`*g7*CdGg^+PguWN{KvKA8ZT2n_h-TY$yq*MYyPOvZtOQ$PSjxt25A$kkVdNAI(MQEni#Wv44;D7fi+yw4pc+wIl@N13BP3e6BdLS z93nLV_!2>^Hb9Fgt5-MPzk5g$EQ@BOBgb@&PRMyKM57oAV#U)%iZvXCwht%3zwlP$yN68%*Y$)Y}$%s$Gj2#(rr zb>v056U&qZ>HI_`EARKxLVg#udMdG7E$VeEtFNi)e?5#C=cBKTLwr(vm_nk5#*Y|uiW9e^6B^x=HM0JGSg?jG1oYkB7v9a}acE~&eH#CvnH}FmMA{l$6#~ z^{75$K#Nt14gfPF7y9M-o>GbWQ0#y<`-lrF%owfo-hp9qze?lof&VNj75m$}pTAVb z&{Rm&Drwd1%Z}N>S+w`cll1iZy)TXs$c_3G62!wHwjj^IX%YtEG}E=d zC&lBZPK|$E(7As-{bF>mgF%sb^dDP}67%SXyZliyYsQg!gm#O_w7k@%vEk-xpE0w9 z$?+4_C3Uw$KD@R|L&JUEg+?yxl&nvw-&2ol769W$hRNFi<3|2xoNou+AB0a{!m-MR zW`vWPXv*|dc!ormSms7o)8~6puh6TGu=?w>*ICr8U z{+nz1n&+K4DaEAsh=O$QNMY7^j03JEfvGU>pwi@sTJv|mPJ3AoMto1hK&K2!SVN1Q zIA1&D|5_{i|YuUc62z+5N@YJyG}m7~#ML6X!I>x86wZX@)X%%uX@(`g~2|(N2NE z2WzOp$KL%IO|mP;u2`LKV(kGyYSl?$sHnT4Dt*NBqrc4$%>ah?voc^0-CEpE5Aa5* z$rd_)(wsB;Ygp%f62Z7zeXPs_h#(HEP2pgE*VD(_v)`;j!e2A+$ELvF4g1G1jy>7>C>Gd9^Jq zq#IPYjy|K9FW{Ly`-guPb6ridJ5G@)QSVTzpjH~X*SQUU6bc*Vq8 zzpdk;ep|=W{brs`4%l>YaZnc+ZEZ6o?C>pFbM#W%He^cd zj|wdtHkDP-_(P>w_Fci^WzloiAMx6=XZ-fQW7(}Q%a~&qeL02_gXG!E25hXAvIp4U zr0e2%k-wPp*94|W#XnB7-)kx=rCeL1Dze($E(L(g81bH@Vc9&& zA?Z?~@peMX(z*MU^vXa2l{5Jyg;v{qNQTP`A+WuLIsYps6K9$o=L75xi8(vPn|5Tp z63z_*!8FvPw=sX`=5D=$akZ7O+JpsFbe!WnTL2X>kPW9J-6{C8bueWsc&0#r|AU z-frnih#Q|vN-8m9<4ri7#=OSDi)qU>n(qSGJUJEO@w!_P0&!bn&_wDilLZw?J*5w3bm1%_o<*brR#-vjw{;3VE*CGGot&}5p6f2$*TKEsJ5YFfHdv@K&iPT%j z?^m3V#WTlp*LnlF`t-`=c%hjFzG>^5-BtFVW9}1C{#pcVb|G zUE{HnEvQY6V+nyX-YyX9gNHkt_*j(QA=qhl3AE|J!7LW`KfEvXw=}@JM(SYp*bE)- z*~;MpYewR>E!T3t*-TaPxv+@M~KbbZD1l8Igiewd#$H8FDd@J8XP|? zO}_T1VclvuEtOdC?WeXW9XM0%a`2x&pnRe;$Q$B_IqweymP{dl=V-?U)g%`v_@m*g zDS<|VEW-bh<`0}Y>ta>yt=A)6jnVH9kBg?vDeEiMk%qwD*l z9gB6L*3gEiEUxsLW;aUrRW!1STVFPNsjTUa4tcYSp7?=h3f!K?U0q(uz$VFNm;6yr zL2}!NlO_V!!ao;)Ca4COq)1?i7vRDd3Wl{js7Hqx>nwP4a3iNbZW14&mvZ$gy1)I| zpLl|CVEBT$A0PT)l75p_9g1w{CZdmKr!A>z4$Gko{)~En%#OV*zjN$4>A}}Pt*$5b zvd!MEpJk8kdORv2Q+GFGCe){QLHHG+nQZp=K5hQlk9wu&Txd+iO$UL1LUSF_%6Kun zdq*$KiZI&-5b2KxM7m0aL}l4gPG0|G%l)OY?MEp$!l}P->k< zM+s*S>Xww7g+~lcZ_jvFd(V%2XstX%9n_U@YD~Isi(Cmr0aS5YxXw@&V{PxZn4wCh zm@T1+@W+nrQ;?eZg1=hoMAhzoLqcBp9>!cB1P*wSanF_7N=DK?7BBIYFrPW!);Pbp zM-CpQ_j)y}>d^W|3n0j3s9=0&&8M?NtOCkMWSB;up1s$aTcZ9>5>5Q;7&-nqQRd1j zU2)LXCxuzD9Gz9W9`I(17dT^eshed>)4(40(t6ps31Z7SYkq0+k>WF`KBEUee-G`V zJT#Lyx~)vT4rx!rEJ*?#f2bP z>>O;=-tW8gLJ3Wiy{x{Z84pDfdy`38FlrbV=vHac?+ki9GlEJvk97Dw)kM!|;qhh2 zite?A;GdT;n7#Ve#k1Lv)DWQV1+55fMZi2N_@K68~(Y`8_ZZoV;EIm}`HJeYPc8C6Jrj!w1v10Weck|APej>o%yYx`` zLzQb*06lU==#ufW${X)Adok6n{142)reANg{E+ex0bKcfSqcAp?VBcaFp*PNC31%b zqAXh(WkQ+u8c_ovhP;+^aT$YfMzw_p zz7ID7=}D}uDNACg^uhMf$Eq4_!n#8;8`QxKNAssIjbC2EvcTSrAjVn`oYY;M*~@6`uva2b*tY5E>NeYWTr-4% zvLij|-a#pI-GUjfvLS9}m`3y96O8{Z;{Be_9=7PWau`C~NHo8!L-I-UuHROFZ!LcGbYdN;Y(uV|8y;pM9>?k_a%Pr|$6E=;TUlnQ zl{U6L_p8twtn>N72_OWiwv`2Rga6P91V50{O9Curi0Ld0LSkJwk>y#be8IOStFa=i zv1((&E_e7IY=Y4a~{lGOnIX7E&%R^3ZkNWk&ZvfQUY zquwNwvD|4>S{mE5kOl2fWELxhtBjzy>8oz5VpjQB!FRDoF_gP4ux~yCM%==)bl6tj zw)Ea*g$R(55^iV@OJC=&LM)zIsrUWc%!fW-Kmz7kIAnXQjFTDbKSz?P?g)d2y*?3^ zD^~(QN=6t+@}amHO@Wf?1~4XDzr{x$FU6KOpVYI)<^c)fDH4EoYagy3GDLm{SD?vp z$7&xh0PU3X1Vu5%{%{4N1%4~xU^yS1-NY5(tUPg=^??5H8Q_>R0{6tHQ~pC4jy-Pu z-53^UC3s)FUna*Q&tJDn7>BhT<0w$1!0!b7#`Q}@JXL<+mJomMv+%CZ@{bnNrf)6$g2EML_tjX8E5hB7G&L2p zvUEJF;~cD8&Ocwj%v9nrHi+J~3of=+2!vZ8$KSJJ>cA1w`L*8$+WZ{i-X?ah6ikW; zX@ov~Ho$6k{M0b9WD>x^Gj~ax!|_7^#aEoCDoE*cTzd3hcE_pHvo~1tp4of-AqmT? zMRQ|DStaJJ{r9(tW!H)y`DVoejGRmNr0uFjc@{y$#+rvN{FK$H3}uDbtYFrseyioP zW!J5Ypewq>Nr%Y6c1+b@c-$lP?sw3ZA=4DR@)qGBTjR5|)L4~lkTdZ+GE~(GA{%Ea zL;O3Csgf3lIEN7c;>-Leq)hhPYQpr(Lx)E=)K-P)ozZeO+joH1XntB$R^dL?*Q&li z4Lhclf^J%%&oG9W&jWq9p|6(!-AFWVSy-~R+1D;)-O}2OX)rNw!POws31Kb%uO0pK zJXWK*VGCy)(;I5DQOt7VQB1pTo!AFHUxD&LnY%JSEtP$dFQ5YTJ^4EzO`ql=Cg?=f z6#LMsqr8!CW6rPkg_^aCu%>0FD%7#cCvc5%GaH05Q}a9m0zSdqygfDCy*U-j*>GT`&^Dlr8ktW0schr=!=lfjEy!rxD?I{xrKeXwRD} z0+P-!K!-e4s?YRG`5d^qjYz`D7GoUCSnp9*O0{xJ5wNc-q%M5~$_0v_fcG?kRfNQ% z7p3)ZJMj?1^%S7cLX2!?=aPV1ezD;`Z+}lBnFH1QSD`w<^yF9ZavF6r`~+@ zbRUGHTSfTOx=lYT!*@2i6YaCEI@tP=pgpc247M9q!(*;7?dB5O_WufB!Q~ItaxFAI z50lmd*A>UVW+ZWyc%`+hO*eH%z3c}xO*fk2)Pq$S64W)XbH@KuWAL9Yd(BeG<`ZgK z5PTEzwyPY{vS1_@R}dBCwt6Tr!tZ|!i8$mpWMrfQ&=?zB!6!6-DypaQQ@QrZGgx(C zF)Pjw^S>$iNos{BeCLE`G2z)pvj0;3zI~pbeVN~J2~v}}T5O72+b?}plRLSp`J~0F zD^##MJ2_?C%uYado-4f42;;ENz7B9)jT2O+ zjId>eV97jQ4qCRmy=K;`dq?O1Ht&^AzI~;RPu~tCN-RKLcaFfv_7KTQkHrtGi>Z;e zI%-}T5O-%hKe6e{v`OE-d0;;F zfCRm5hk5@c^nkAlOQgcmWsGYW{RJ=;ZsM2^#TvzaD;d|UYc~?cRfs~;{Ui!4>9m5I zHtcg{l7YqLb@v)5yqRoOhT%;KVnumG?ONqyWO|M{O+Xuvy6=@i60rx+iWH3c+9hnh zsQ958Q2l@Yoy@O3kLs{5_N?|oqL!b#_Q9rSx8o{O;y60yn^`s^t390Xnm4Lh)Imf6 z({4jJ9oNjI_E&&Xre@RG%|rXEPe^t%1D$*B3MEo(8O*fepv|N1vGiEvDNoveQkjNL zlGRMvZAz&rSC95hzHDZA*|NCuqvI|dx03lzv_p%yfZy(T#GknI@Nm3cqF=Xi&uHrg zBU^SncGAPzet*z9D&g14EGRSlS!VgSg>*5>eaX!(B0_UPg;MnK&?+{iDE1EQQ-BNP zkK&M1ZG$Da`I?i)UpT19@Sb%*==<=Tb%ARzd()%RM-z4r1~t!VG!9)?g=U)xJCTB8?5tqdB9=NbfK=ab4QXSj)#*)+E^g?M@3wC$=6Ld`0W6pblH4o zKQGG&x&wYz5~ogZVnPvnkou|%fF#lCzo1Mskuu0t{>E*|L#xIuJ<*PWe5V;h%>NBi*`P88= zk;M&wPva^tldl5bmbtTWNSB42P7xHkAwa<;TCEnOEh=8(PiwS(1*Tgl&S!H^kz*1jsJ|I^g*_h^B z>WkSZ$D0_Ona2si<@X)wQek0P%@Jh6FTi`_82j9FDYx@g0aMh%W;gLC?Ac`}GhuguciGw)MonIGsT%WJ%uaRrNhbr8> z&ece1-`GNPfuHwa;3f5hotsxmJD2#PnNcCwYcg%w_e~VKE$4ppvO8H}^fKlfslb-6 zEvBUos*G!75?>Vla*sh*9mQQ0Jh#|5h9Ld6jvOQn)Mg#Z^{LFXm#t`ryEiM$twG3L zga-BBx6j6Lq z2dFjGgjP%Td$c)99pC=N!8e?lTEr*jw!FE41L2wdCTgrNX0Ifd%jBm+#^gT_*O({3 zFhyR)2)c;^C&v;ilH}ip!QAXtP*qG2H!d6Oujc7;V zo|VZL3rod?DVjw-$!&neGy}B3P@;^F`-58q@13$!+70uZ6u zum5X)nKyVJ=xBL5TMx9*idi2(kNgnJOk(}c{j*z(wK0plk^_kEbTBuES+U|oC%RgT zx0WliBQaE|+9*}*R3)b7LStNe7AyJDJF5H^vHQ2z^2zSFmTjJrzv zx;u#FEe#sK>GXqiRtIKDA>NwvzMAW-+$pdrR;}fvWVp^TDlND z%^ZcIYr%9Ls2`oC17EXzsquzna~Vh1`%!I++P#wBOuK?sfRw+4~3u zMhSe`;b;j45d+lM@ zo;%PMl38Up_;z=1GSY;G4#{{*is+}xFG|y2&>U#Nac~}HLL5jX#qj(&qQ@VYe2a38 zhiC{_1ZM7$nHclp#awm^Z8w0AP5T0#XNzqM&z`-oo6U|b9kYG&5~sEsC`cJ{Jv7WR zQmDENA*=dTqJLoSCLX>brJzuvL;kzSXWEyMfVQ{b4P;VJ?~Y2h3%<+97TFGE*4az6 zk0v=hfbVuLhB&!;%X0%v4d46Cd{tEa_RyPwTlQ3rJh7fXc3lP?knqA7a$AhiYGO$E z4K!wwe*2)#QZnf%m;NSX z*m{_Lyc?r3$n72U!58aK1V;X;s2gu*;jj6C2qKzfo4%a$mTiX_{Qboit-KMkBs(IU zsjb=AI{MtT;^}?yD!Y{mOK!lsz)@i6W2`uNF{#@c#1Loe|AnQnh`)T=rXVVqy<$7Z zRQw!S>4&yN4H;>>_RV`XF_upxv4^qba_@J@3lyD;+|l*@JE!C3*pOIYg70yJ#CF=p z-+ZBVO1-Vn+?T&|`9xuKIlqW8tk{QzI;r`e^u?)zni-m}jIe~|zI<}!K2Mj7{K z)dE@%`jfcxpK7*1MXbmje^31slODZVuNz?WU$c1vmW)aRq`g_YhZ;>TBV!Krwp|Avs zGYE)O&S=zu>W+l`ojnAD4?~8~5wxZ0`YO~iU6S~Pi7(dRg=5YYt#sHoI;5j+8znkl z4hht!r)x7)(bx9Olyhf4{jzWi5wA2Xv2U$}AbDS*i5ktYg*u`wL443}#n1+?)>{Ul z#C`QhWHZ(KBzl=GFD9T)w`BnF{$x-0{v4OLV+wnBlE(2$2)X76?F=Tds5`Nwu)6n5 zoM`W(A-n&LO(U{6@{pyV1m6uFb@&>cisg_S`!fGoye*NW+$O+pyy*{op1pEM=n=8~ zWlztR%XiF*@+w$KvHqz&?qAumLgl60p9uxGye*Zg=HtvCLv$LJ-XrMLKly(#w~XsR z29v@nvSgBh#pTrwXrVw;+3mzH3k+?2odC;{p?g-{IidB*KZg{^T2)(?*fvNIV4Iw% zh2-q9GtLrzCm<3*a+zw2woFjM)+&;S{U@ZbougSeBQIyAoiC|wK%`$w zBHM^qipN*r*}`fOXF%(1Gnlft1lsO*_|O!w3|KL(>>h5}_`Lbhb8m}|Fd*zWDfZ+M zt?6!%SB;#b9-^8= zoG=^YvJFY6d_EfD9E0w$=KA*bZPxgFsLrQFnElSIX=^Ub4LxyRq74F6Jv0QfNX540=@&f*ToEu+ zldbC^?A1ZIRtZ{AaMWSo)(ccv_QQ8sUS6u(BLMXMU z=V79o^SP)_6zRDV$Q0Hx`V)v-fIeU#8xX+6I55(lg^n$R)hJJN$K`d+6ctQpKtM1X zQiAhf&G+D=l=*e@kF+g;(ge}6C}M8{he3;vj3X$Vl5Rq^Ge9;Y4kJ0za3yW=;h_Bv z6dJ*F3@`=Cgg>Gki;N}?0~TQZ%=IZ1#k`oX`U0?!UW=WCe_Zh%S?eaoCo2x`gPaMO zf-i5wR(=G-N5^R(44W+lk^o|_0?it9&nST`k1o=Q|-@xV)B0@o z3~~x4ch)xjyQ3Jv%1dGAHEJr8dXQ+D^V( zJVD(V@%!ZzKjvF|RZ#IuVqk&;JnUnge5TA;5) zjH-DoJPypN6Z&E_tUsFlk34^c${A4B5oHzO8w7#fnKHw{>M1a@I2`&>p!+xcH@hZVCrm(nTGTPl!v!kB5gk7w!eM zdNx@4a5sOomcr6g!hX>77HVJBr)EJ|^OuvliH=C}^g;u{o9p3kmWfeK5wwsHcKOCU ziv2|(oIXM7WW+@_liwW%y%7i*h-0f(pMOF=$U!ftI`k8>wK&s{K00Uvyu>_PRKr0z zfCaYU^AgNIVCsyID8yb7PL95A}?kB5&`T^-OIa>Vk>}JsTKY8DHEJ{#WYSvZn8&LGx zsoS2pt|v#h_AYoxA4bxA1n$TwJcZ))5UKAV>95Hoi^!~_M2g9*8__)hZCK>u-Nt?< zG6br_B$#i3Jvh6*Mv$K1k)7F2O{#4I#~|(Fs01=(I5#qlo|FaOpzTV7qRyN7u~qgH zOwzuYxtaAB8Ue@N-+QbLd_9aV4ZDF#lB)cUQ1tn5M!R+Czc-9e`dU#laW8(>)PUnm zno&>AVr*cI!QWq=jaUlefhJfyP>YKK)SeMV32Moe%xXPA_o~J7Q}JwrR>T-2HyBDM ztrZ#w+FS=~U+4dCdOhf;mpPy~!Y1MED;C9nTCdwc@N_`9I*$&NNms)K07@OyBXJ_s zgy>bGU1(Vt7qRJsbneT~FSwcZs>1Z=i7}34u}IK}0C3B>T1V#pJbS^yxfCQ`)Jf(m}+n$uQCQCD48L(wBK&kA$7+Shw`Q{~F+n)MMI)E1t))}@t1YeuP* z`5Tyx9Fo?raJMa~Z;sL;_xv*X{(a5lds!_*P5aTp``&7N%!+*J!p`s9LF-QgrM=>M zd(pwx_s_2YDU@um6?1nNe7Hsa6e)D~zKy1dgWgXgWs1^@TECzC_InE)Lhn}uHL3Ih z(RV&K!8Z4K?2?{nkP2!H0fw+C+o-%QmsR_^Fz5Tg{rk{Sb1n}oM0P-H%1YXis1jZa zpF!AQJ6`_=dOF{~@5~=_u{wPXS%i+(F0i+EdbLK9Y!X&gYye0!#~PaeZDm5^>VXG#`^y zOCjO*9;b$ox<0tK@?Nlsh&P-er! zI^~mbhfr}gW`8+(WQBF5dXP!3%tgVB>eYZ z>`hRE`##x3sjq}IJ!L`3;<5i`N#Fi7X44Lw#RTKr-?5}>dD_iX-2N#ckA_+5n-FeB zKoOtlJ_Pm>MXIW zsPfNq{k!K8f}bJ-YTDWuGr!<722DxgnEczEFx) zDCYLnxqG^X!Z{`mXXXRQ=le5XT-Z^>Bf=R7wzc3`Q+Ri5H^ z`xPxN7BnY`4}HAdjb-Byu5Rupj6Lisiap$;5W{hWewHGv5K|~-(MhQm-Aq|2*E#+c za#t| zvFV($o6Ap4qn&5+2z;`!t>Q*%os+tkz-IKOmd#Z#q>FM_IjVh5tFT>PNdJAJVWrTE*J=d2%92dKX$ z(m4TuBc0L%jVd`zf*8CVKC_nKzZR)YAu*+#c;-ggMY6i^=7ziLt;Lb&1bHqviIG3i z>U#^?W108P=WOF$=C7eIWe1QeKlnuQTMv#lR}sM@ih~FKn-Z;TT3JU@23pUbr~RzI znwI>V?b#=U2A9M~{^Gu)dq;DvsWaZ$+7^h(Fz}x4!LFP@Up+O~L3JQ;WEa`YO5BeR zkUs=j;c6ikr^tpBIZ1xRJ;^@Fv6BO#Zc%)r}sRboKdDbO^jk zbYUGtv6__|jxsS_Xrxfxyc}_v1p=$d$HQq8eo>GFlCAVl4r%yj^QzQ$JUdqGy;?Jb zPtIn3A-OqFc56C1WGI90sjI?XAAkS;it;p9_1pCo3Q)|Ld*1*ji{gV>YphvSlxwUx zRitahjFv4PjigErE+j`+INTNa(Gw93Vw?<42|>(EX2*psvn89QY^%Mm++2 zcxR_T{5PC$C9sTrL6+c>9s~D{sWK34@#P>NwD4LtpCI!hoIx$mLNST1APKZk&nS-~ zoI_YD*BJ9(oK(`Yo4Y-{PWcrVs+onNm^}Q~S!#%bE?~nb9^#%GEnXDbbMuG#LbhIb zc=G7_O924_(N3-2ipE)?@2G#S5wMWHUc#D;oKrsXM3QyE_n}6!VAc%gr%$@|uu%3H zd2wp!xC}UYZw-EO{1|HHH*gv+#^U1f+3k3(+O1V&)p9uFSeUCT7)ta{;wTT9~ z)x(6-z`5Lg+_hX=xn=Qeg367U>3gouUlfVLfkE?zRto7Cn>qp+91W7c1A`J)lR?T! z`LM>L_tdjPl=mM+zM#6SvdIGMIqBgHTcBk0dh9u!cZIYmDU&bIu9bRhVRBDog5BNwoRa5Muuwh_na)+0F@gKQ(WGy?W7EIbW-3|q?*C-jrBvq4aQ|e7Wi!tv@x9a zQ~w`HR~;7R*F@=*RNzOK5&|oNfOMCLfCxw<5=wVBNT*WL-60^gq_lJ+v2@4MUEf{4 zKURzfo_X$_IdjgLd0$<^mSo6JxO_WBR|Sv2z5WSLkXh1f{lOY}p3iV3+`xKMwil`J za{xw;>FO16CiG*s1lMNd&S>}ejtgI1$SwYL=u?SFLSxaK@Ntl+{z(w z={j=l^kHNIi*59o$#_=mtU4bSwRu1M1=ixx_Y1gnQHOXJxKf{CL=DKcMN#iQHZ`F2 z%zk8Nei6at5^m!rWbNl;+}U>?_B90?h2H1r>-<#U7=!@{mmtpuvsn;QZ3)*2g$83G zr=aiC(~yeu5`_w(d|V|Gi^kO(0@+67h>6P5jE&5$PS|RQj`$+x5z4`L{I{f7*C!do zwdUU>T{y$xYz&}7x?Q+)XLM4WEP6aiV^PCn@I3>OVm$pe$|U$^JY;q(|78RD!fF*D6 z!b3Buj(BhRCwNv74dwT9KL|r1mvsHIe?0Nv7jT(mzTxQ|?aPmd3B$M?8nx{~74WuQ zuN*e~c8{)f8~#$tpi)s+;?+vqgxX+xsAx(bQ%2oP0RAZez5b_C*mN!~XiV`CcgGib;}PMR zWQYQwD?wx#>c@Yt(<*fjUn=lpr?N|qqn7AMzaejwN2&C~A%4=ayCpB_CKUPT*KBeY zoj6^1SYhmu0!}t*!;0aJB02SAQld2tG`>)XpAQ9v&HzaLEcj)a zb49_GRl{-vTdaPC#O0Ez#m@=>j!BXQJeHQ&GL1(`qZ8=0ot@k=^pGRy&6mXnYy~#g z3TFhAJs(9tS+0#Uv^yv|-5$#)nwH=@UoYo@-jtOs(vY)%v~vt6ByaS%DK~E1IbxBr zt=?7YfaH&3W>`k^?3!n7-!s{DsXYH-BYkV1BDf^pgi_3tUWzFnpC1d>reY_MwX%q9Oey>DKSzpF5^%3$r*RIdO zlI$6mx=mO3dKax0bL(8+9K6@GMlDzP!Ekzyg~FcI2B>tQy! z1kaoH81vYyzn`2=#)UKL&h+s&D+Q+?37>H%Go0LG9kTf;$die8-&>#w$EG^+wOTh~ zJRB3p{Y{L6>G?cv6|??<7{{QjM<))-#}Yapa8@+@?@T;>eQp7X6(sz{s>YUn4hY4Q zWs~y02EvP$CW*$c9-uR>S$wK|6mwrL1K7Vrhen?!6^wnIL7KtKqj~F4nCjDT1>@yu z`Qf@G1>Iypt`H%?EO_r?*O;{OP;-97cBu=mfwlIb#o~a=x7QC~;M&Ew6=^CsPHm0v z(W)ho)-93^cXhh6`Tz*nK3Z!3mE9&hKRv-gw}v^Ff`Y%k!DTX0SNm53R~T&i#X+<^ zNONPwmzo%&A0Q;wmkFY_7<$w#wiqGt3gnGS`va9}*4MjpAS|XY9|xYkmMXpVdOIFZ zq^fa6mZb$v3y3>^fkLY!lGXoc?QyRiZf{-Iy$^Kb6;|=fzcx5&=MQTjrnIxMm$XrF z3C`|eV^}5XCZDRM*ACA@hcw?9W&Y)oVq~cNa-%j3=v74lf?nx#005_)-a0f2yY%f7 zaMv~QfbASn+VMdqKM)Vx5#FW@JP#9f;b0`TBu&BJ`7=r)#kNmGd7Ff11U{>N8fq({ zUK!h`s-)wN#lzq4erv}P)7B~~yE=w*#p>qwM|~Z@{kQqQ_wm6qR3vGLWeyngWLoN`=XBGSBI#yUX4eh6EbfwT=m^Tj< zYm|<9vzMz@e{br*MRjSlzubAz^K3(7UNwh7T^SF}E&Wnx&W;;7L}TKV>p&l>hj9>^ zU;+*>XWNmo;lyx6K7*nlcSRG%y*>Z0*)IXW=d|NH6J7eZh$>WAO#|Xq;g0(SLZ^ux zRC0wSOo!2FD{6T3zrU*km-|_8^m8N9RR_6C$e9c|l@vO69rrci3pU0^cEYaC4}<^G z;4%}8&)KT#!y4quD3^?Ly{(IK1|H`)$KS-GNqdd zp5TN&N;mA&J^x!W8@vPEGF5Ok?0IH9EPlC6o*k`BP_8b$3dN}5*VdFvuvJFnS(yU; zs)Ncq#4nNLDPQ?Vj0bTtg`x2NSu#a22xLZ92ub{C)VoK4tN9_ zC^~r?N=OM?myeP7Z?Yal;*cY?OTR75s?$+pvBD0WhK-13g>T(xazb~LPADb!SY^6T zBbViZEi244V%iz}d)2|eBc_ADr*T>eHP;Btgj9ZNJUj^DK8ReRG~WDI59Ce*QqiNf zc3~S$^2+nDL+bO$#fnjQncDfggT$)sccN8a+wrQgXxMIx)i`vs8{%6du?0~oD;en$ zgc3ne$d3Ci{NBhr4b)b-yv{cF{k0^1HVi@wy0n!S@tlA4n;v zx+=PM@7f~cG@bgrwBe!6@6F#7q=RFEEA1x23+M&&cCn0Y0^xDjDrA^3$C*v6k=C*X zi9CTTvxT2hAFn&-PXAu=<40+KbFZhSFlEi#Cq$;cUe6h=pw|dG3z6fHvoKs?gmAU_ z37+Osv+|TRm%?iEfBpPF9UV8FfJTMdrRR+kpD!Y=>wx9qx=6FaDOcV^Jj3d|yZX!0L-xouo)AoN0 zW79#GyPVlIu25F9Pl@kqsP82DHd0g>9)IibSIPDnx4clwUoN!B;LbIIYmmsDCo<$I z*DBAmemm?yLs>amUOFiO8W2}V@T?QtgDx(nPbyrUL?=q?a(5Ddz)zwlM%3cs5Laqm zfY{@?O2XgE7%kS&Wgb^jnAyT*3J6EO6V+&m|9&p@+vU4ApuJdN7bd|WSMmF(x?P?< zqW;GYp^Z4cpP40!*H?nrc=Af-m;n_yo7pQ&{6qffr9W!&hk!3z@h66&x)Rz>@ z-kSM{+&k?M*?j9_@fx%^*gfVb^|?%9c!Uer&UPJjtI_0Jw^f~K>LiXIOn|{vx#KFR z8*5gYWllUjpy!PbC_w1=d57~t558~YDf@Yx{vQ0mnW1QNu|?WwV1@Llf@hc+8}c)# zomUJMMHU4Tmn}TyjaO%hY^z^TbqoY>Ii{|~j^aPXDwWYrIS=Mefz|;zy|8)QzCwh%w1b=OE zC!Y*j0zz9;KWIFEj^a_A48QD}L&dUHHx8+iHcs0CN$!pVlHARw+FbFa z{}d{rEtBsE8$-*hG!-`?Y|n#MONbDMi3TZA39StQhx60CD=6^PkhH8aGT?(%2M30 zy6jmc#})h-Zd1>e&=fWCk_zAhmhMM%soqBxysFAW$yIA@rcUUJYAG#acn%JWxAcbX zzjOVftL>Jy8lMsi+@5FUJP$(o@gqc|#U#9CTAx;)8?Ct9 zy#9IW=)3rkaMk^NS>qhFhY0CF#?qoiqH=FwJK-X^(Hrsi`WLv|JWO-Gd_xRtU$HMK z0YYW!2Q{7IXs%Br_Kn^FImNJZDm$&P&y=zV=ozCG@pZbC@tA zex)NB$Glb~#Hv9r_$)_952zXb2FW&CNiV?kOz6^8&QmHm2CKW>+$h_Mx0 zrRv$_WvXS_r#d9xZRBm?@-@A@lCQrb{tWZex=b9pQ&7`S)tDv|TUuQi#o1yNUwSyI zycWM+HJayB!S;;LYe_cr#Mg>QK9os(h}7@>p{Y-H^@pPnm>zEzl59`|&o+=ehaU97u;_RiC5&NA2%EU#dDtFFTz2KV zN78INCxlDS3eRc<>^&Qv^335DFupE}gvcxUd2PIxOyMD)7oS{ek||NxtZM{dwuNlQ z9GTWN>PVXoQV zw0u0gCy6ab{88%iKR-c^0fsx;43BvD#eKv3so5mH5=a^k&gGL6M^`eGdnL0W_d^XU zMUmh{fU)=H?D|bzN1rgJPk%b#(fUJI z7J80e1~_T;L+zeQzO=H*6lC(8uY0=M0e)jx7)oQ-B9f~gBn*5<$ zrzQ1;jstDVC5S|~gD)0=mU!Uh3dR`rVYYh*9{q`ke4np(1-p3*8Vv0dJ;#SA`$m&- zO>PLy_3o9LYE3oT7}RBw1#QdwR;ytF`NP+ziyy@_tT^Vk!D)@75)R1{oQH7z-jxNh zVbl7PHx68#xCqt%+w*^*@pXxB{4Dmqp4o3P3%_(JtRK4gPR(OzS9S z)k%D9tuC4Yw^*29%hB8G4E)jLT9CV8y_PQToZ|j%yf|ijg+++Ds#(BUYIXD{0d7Y5)FRZFQo1`EtSh-06>M@R{yRebn?prdlWQN1S zq${N^s(k9E9t9nfc40|(A{ux@RzWOW_W$fkl;Hn)x^*amfuPA*-4mo0CDyKGPKPBb za&?JQ4KpxE+ZQDa=JN3*VyFL`Lj`Gps`-y7-lcMVp$kj;C}N5pO(FI?dn5FE05fM)Fpas6@Gq+u@mnkcEDp&$lc`J8I==tmI zhn6^w9ZM4<==t(CbF{C8bQ@5E^3Bij7qD#aOF$ha-#N3v_ibDvuff-rwxtO+D!m9Q z8d_E$nThpAm4E=Nt=WIC#G1c=AUfB$LA4*?4K1*YUMjd6h3e}@fxe}Qj-{>9H1M-$ zK4X}EVa6XKpHU4K5Kb=ljEA!lcXdvmkmd+9HjZm~jD5R4B2w3oO-M+h;}aP7oUgrZ zv_@U;P~t~;X2J`nzXVQUUY*Vwzo2gD#l=L$D?Ix^*MxxwCQKF1*VhVDLn}uYUq|wo zY>kmPIT#uJO{Onls?y0>e-W1^R?#de7*vw__cqD zRD@pv-MS_)hl`ffi<;PU!9PvhF3=8X$ICkZz-X&W>^}K2a${HhDKVEEN(lLf4KwNhdgl-Ay6S<#`p z5Zi8h9?6ke|DRt8_~;xxw?!C4?!svAow=^~^pJ!z?K0vc^T!cG!wwwBDLTjQLnYu2 z@z)&#^AjFWp!h~3VOI=f)VEz&3nUIxxC7+|+aWAM)5aW7nr(V4=no}}m;T2g940pK z7gku%vFot0mA|%^B45G~?ogOgh22LjdA_yMN=1^rULGQqDKzJlJO|x6KBV!#9W+L% z|NM0-OCOjPH+T~O`3?1Aq-;OIM}_X|3J_IU6Uv;gNJ9;hvm(;mB}lFp7rbp`s?f^y z7eN5qO{Pc}2cHw@H2e-}q5==g9hEHtY@cFUe#dl{_~+-p&lvT{2iG!2z#Ku!jFlP1ti2G}bFgm{&744`l6L=t>okqu8i~Zx=_0GeL zUp11(#lbhevhI}N&yz%yq@rO?$4mtZ1YvEN`_1YlZ`MpPDV^}RW`T9&nkht!*8Y!f zgqe(=4}YY4_Kx;fe5CEX>3Gv%rrs7+^yUg5=saXP-2fom{@l(121qi*j_8W@;^&Tq z44agrVGQnYg#EFcgBSo%P5LyO;BB@)q8@4hy=RZg%sHtM;jlY@i(4aa1tQi*gd2Kv zCI9KYl{052@|oiFIMMKwl$ieGxihmZJFDSWm-tzKoeAY!zGB8qfMlx*ikme^wua)7 z0`-_{uI?f-o{Ep+Dgy5Yp4O$_kP?_2dZ1lZvN*QW^63kGeq#6OdIvH8{dmKFx4Q(2 zA!ZU3gCpU97UoEaBjJBZQ9;X;#y01q?cnEPZQufTbg26A?|h*swHop)?mtXzmr0Af z|Cq8alY|DQR=+l5AiofIJVr=-$CfSLj|H9fFcPhD&CFAZoYQ}gn5)X5R)p$9qo=Au zs!87$b`g;7_-)d>@^@MjmS3@MeMO>HGT<;!^WS<^GCQ9FBL!oV+C}HI+^=_WqA&==rQviPhsjZi+Vg7H_8ZEhr66Pu>!K6c&Cg<)NSqL$JN% zIzjd{Zd+MWC1yAqyIxh>GEdL)A$$|)uvsrF@Dx+3oPhjRP~buZh(_XIeJb~;wf=|J z*QeBG?DK6&AeuS3(L<`U$EJ(5TM=9i7O5a2Ka;%f9~CD+O$fE^(&LIF$GqznBFXW)y z7w(PeG`Nf3D&5$BwO#YDHR}5}(zg5qgaQ9f{6ArZjk@|53WE6l9^c%+v{!?^QUAx< z?OV$e)uzDBx4w?a?(<4n+lIE8!N8*Rg3Yt||6YyYs$;u8@3zm{R@K~4ZR&hABVO{$ zPf0=3)Ne7n29UoSk-f+~5B#okMO&U^EJ6!E1v5(AI;LCcyYE`jshvnjnvLWCJq*cN zecJC2*9Z{VK9rxPa(?Aca#t>X7gf6mygp%c#OMazG0c;j%#0%N=>SPAZKcVp6t+*m zF2hKxq+3}1^ew`WyffH~p9w?~)5SB`6mFubqDLCuB49^LYe$koGXS)q^i|Qj_bza# zpqcSzy=B0C^&ihlR$XKtUZwkL*DHe6?+FO&RtomXSt|L3_bEh<+?zxPrSr zi?wg=zhkQk9YaNeF=G+-gd+Ls9OaFI3AxHS7(ma10kmN*=EuzQ84|a0X}2gzf|PzJ zSHd~M)bet=RwH*20C%X;gLQ$xDkOOh7Y2{q$?t?;5P~16?c4|wMNZWf#KqFMK-|1> zg7g>JA#YyhLXR$7pHkA3ug>_q?)6Mw#M#yi)`EF)e8Xx0|f~SA4A-}{G3IAXNR<2 z!VKz0%|9!l!xmuoc~k+rZ%`2_{cZnCf9{vvkL>LKfShV~-+K1}JjXvtIX`eA&^Wfg z{chgSVUK|wBg=^hd-8)=x7qB;2)`~RvPadyysHA4iu8(m+M@X}8g0)rC4vXXW=gt* z&|{Ae7K2;uqT7M(U`uSH3P^!jLzp8=E35~C<)=!x62SZ9! z??z(`Ud_|>&l zZJt77vUy<%<~PDo`a(VlAq`EegE*~ZGLNZ5L|F$hg-mV+2+NQd+R7rVY8CzTLdVvL z8o&#{K`QC}Kb2CZ#5bunEWr{ndZr}IR!?g4!tm;crbgTP1z4H+d2+0yN-^@#S{Tnj zYdO$uSpUdRWx*ce%L^8?oTmt(PI#H-*qLJ^ltcm>xTz;DcBUuuPr98M0|wuA(zt!} zk}fZ+=1OiTOYq>6*qqtio_V@ip_y#DIU^*AS!tmEa3aULFP2mPKOcRh+t4;#-81}h z!i#HXa=8JxFkhKW9n)qCS>5Nq)`Q7WssXR?^O4ZbOLNynLOW@JziVC5h{-a-wt)<#lCWVo800`YSi6? z{9@TN<6%%+U+Y{|0xww^sDxHEON>;rJ<$z&LLHPT0<4Ym2g8`VoR^|_c`OqF;mr{5 zrsBC%s|MV-sWc5U_K;7ALur_@itl`s=FBLakIeDXKd1))_}Dh!DQLf6we!zYqc?Gz z3(TiVJQm>IKjHpqUlkl#0@US>GcB{T+sQ8wndF~O!Bbmb2JX*X>; zn60_ZbGk95dcq%^D!It(bYO7!8D1i`o2bu~-b~p4>O%y^AkqR+bBNfv!|*#~bIM;LsJEp|r%B+eLw48xW|yu+Pi+^z;>N?EGbs_?!JqunFP_Yo4q!BzPq}~xiJjXY z4f2d8{-K^xZ52$b+xM?Q47Gq79y!Z#sXF>Fofp!z2Vt0pZhrpS`{#JuKs$tm{vLq5&`fi2PH73k0~8NKX)W2*Z~1g?iPFx}LY=#3T5h6{689o zDZK{T8n#KDWQmEtbrIx^wt~WG+*Zy+JET}E%O4_5gA!V_jFSasIQAJPOT!@EdpE%! zuV1KftQ+jROZ^-&O;?Wpx(x2B&`np#d48?DQX2%5Aesq(y^qs}akbmnR_SOJ(E9K$ z$y8j1@1qV!f2R_PU1zzsFmtBNz zS<)DW7eso8zM zK*DOz**UFT1%PLOa2ti8s|1`9UI3`CW+&t$Y5pDxNs86)eAW+r!oKQrZCi%pg2N@- z__8Ar+aro?3hW|DjELGlfX(vbfSwu;$AdfZ?9`0RE>M|2G5kH1dzKOQi}Kx1M=0oF zCy0@iF51g4#8MR8uf=m-N_MAT&jC9Hr}r&b!D73a@nS7r2y-UNGnsT?+Q$x5#evP3 z+Vj0+ypQ6nhCrt$&_2BtY#m<}RE<6b9|hj+hdzHZ8+MX+7ZEc*-lD--ZH2D7L#Vov zdkgsF4`)8$I;DA2wobnJPz2_C5;bgk2?8khRu(f0!QPDdUB{guraQ%yBoEV2Fa>!F zV$xOzvixNpDEYqB!V?Lj(bF6}1446289k{cJmMyO-{I7g44gE~;uD3v!99W$nXdFQoK2AGr z!M5^06Y}h2V?T%0qY_RIY~u?cp+YYd>)vb2qh)}|sFAWPgf>0F*!bIJ7x{%m2B5kh zYfoGn%j?`1D~ZoPwfr}ziAuRc$WKy$3fnXB7GVP@`fz`FdZeie?M}q#!0jrlD zj4d){-$2a$p% z-dJF?j$C=nQL-%`B+n`E9-@Ps)645whf26)r|TeVLHw`fOuwkt5(Nd4pX?JXh7C!W ziYjoQzg2YZkl;vjF7F86QMakXw|#ww3YhJw72+=EE1)B0=;h^Lh;6b@N@WF{1Ncec zNn>RF`_J+^h$Dk5zD|K7kCIeCF@xz>Quf^2mQoHEBx?ERDGzPH@c7-zYilTyx}+4C zWz`csnv$+1^JuBPITsZr;aE`N5B5aG(`40AWO7w#fGmPf{$7yab^B|4{VM>N9S^4UX?2Fg^D_8@u0N z1tHt9f7tdvI4Hl(pxGn$KiGAgPR}>|weFE9Fv;nq!Nz220p8uf^rWx8h6U$JG zp)C%yB}^vZXV~R4UBBSr7|L5^?|CzL7OaEq4Kn>h(-^YLO{x>p#2d_CZ40MtH@Z$Zm&?rQvNy47g^N+8x!tU^~>GKTu$E_B%dr*;uuH(nERkSx-+ zf3=vUu8`0-bLA1h7oB=4h@vL3uyzV|-#mc;5O+CAbs{`{1NQb8GT{z{atpQ|v4BLG zo<9imAGJB-r^Cmy-k>u(6G|+cYF=4gS~llizA0t3^?z_I%!w8`{cBrguio)(xM%G< z*w51pCC|&!FQR$TNPCB8)LliCOI!vir&V!o{<1?| z7MVXu`-_y{+*1Yyp7$v$lP!zXEsd*!%Nwg0=K<}`X^70n1LkZ(1 zX;(Y&lBQ1UE?8aS4F5}oy@K;>ZR6yI7g9a-jPs=gWy*Vd+lsbuA^7BmZ7mHp(;pa^ zGM=iJzuncashe+K8o#_I+0g&9bVWi{CQB9hDGH>|7ng@AkV9S0iDWl-6T)q}L=W1j zdY#h5@+>M;!|ZJc`759euBUA3yzqkBAHAD1>0h+!&EK?e+j&nrg23;*_t7vfX-1W& zxic2+wt^_jSBo`cv4g=oV1J{2&jD%DL6Dk=c?rxsLI2g6T3H%*3<6t7OG|gOpRH?Q zuLn`XL`Kd+?{XDpEv3h{_H0v(_rL0=oqGqbyu->RX=`l-xvv zZ#rv#22tS~ZXftmqgwouAVRsFMVv}+@4BZHb53z-gmbVLPawldOMU4`v06I&)(c;Cc?|_ZhV6_stu$xn3hChWY~_P{hD(%e;H~<}Te@T2_K(*K!*<2FD%bRB+5qn=yXJtj=t6RS zhANw`AGc2pwL=+d0&0$NKQxM)z8}wMAeY)Lm-cQ?_{L;qO=p$pit5%T0MS@yG9uPM6{8A)1S0%Ed-2 z{Q&$()CQ=!lz~PN+f^;el{+<+S4rBy^>3@GwS>8d5`P7`h33Uw2erX3ETrqQRzexx zZYlzIt7ob5ME-CS!jYDEToOG}aqn_}N&a5cN2{yp4gnqt#v#ky=&eb*orT|tC2Eap z=01A3JA^#3P+F{7kZX%aYWA&+mF(gFXftabDc7dn#TONJ@v`qeHg~+5p)wXif<5~_ z<`;)vTcCgYbfbd%8uaFS1NMut#tp9|_pAQ;=hm;D1S~Pu(nO!*?(tt_@3V)V+4K1a zH&kQU9dKd6udwXu&aaVBa}5-ff>!qL{yXWsdxBhyOl2*M%wSbqT^*Js!X9&C5mFh( zgtY&QS~U6UZZ%J}tTU`7xL%J#YNm?o4rjprt;xk@S|Z19Qx?seE$vK&5NjHZ{xT^q z?Z&f53)A*zA}qq+&HFk@<6I#bPsa<05XMv>eY}NjqC>4Eq;Nqx7%bGv~ zZ^|qq_AGHOr>?_r-HNGdZhce9C+$Y|kXIJQ9>;YQ$gzPDvObwyC?8%~C`h;0xZqJX z|1>>@4DI;_4nRZJwy?MI^STc&iW(28kmWjRo=97qG4;E=_w=7P;|yMhJ<6ibU^3J; zW2ixwvS{R_?fuaIC}WcYv!poCXO#jUulfU;P5!P!B%bL#(Sou97XIlqN6YI>Ax{v1 zLM)bJh?Io_KT(l?Cl=C3;}o?rEER0(T9+8g z<~q}3kto7SaG6A8YWsmF!p~Hio|_6`ViDJKNXKY<`P(F%Vx-F3HiOKvBAcfQJl zP@*Y;{lIY8g@hLQQh4CImm)fhDvU`B9N;XiROscA5w5+KuESL45DRDx_f8)>C`!tfvJEIriGU^2*fgdB(JbVGdS^9AYRRuE#!tkQ}KySSd(v)VQQl z4)$&AIx&>9BT$mW?Dmyth$6D)H@>vhXQ{LA$LptGymIls0Fj78K_oG?@oVFh1+G&q zkd)Rr$^wh8TZge)T~j33{R6g!D;%S3=#5wH`zKMs+|?;qJQv$uk;O?1-bmHGqW_8Y z!H4piFCzqxY4Wa_X{>BS58O`TehnD5+g z{(3*@TeCvG!(2<)w~`8RlVSQ^r4z?Z5$by$lN^0A!~)Z80(cov)&GA}gz!&aV-PF&kIgMdJRvE=*_TJyvsF;YZ0RfYj22BgwO#`7M`Ho{&nT zG$f0^Lh~tz3_?;iI3irsC&PJ!jlsZ~BTQqNMD0KLFP*_)pp1A`@zavr&mWYt1N5$_ zDj=ktors>XMw-0iwRZ6j_)4}H7}f4&L{gCmix!iDNp z98Bj;?fQ zVGr5T7|=QG?;f($bs+E9t)B0`7I4NDuxl}~9xZgglV!P+y88+H&k6}`v{AHGV}bDA zKc^&JG44YD5$?tkX?JC{9{~0n^-;lfXZ%T(daLYJVMjVa zF}J#?j9t6}XYJ3CewL@jKe7Fxv)XImgS!I-GFWmZu^ z&hclmk{zqmQl5R_eD=l~dR7&sW^Yd~#OB3#&M}qkPv}t_k02%=PC2PdUF$lXZ4m{a z(crw+W1}D03UgzC+wCMW+gcm4DCw5V|; zy5|7V4riCsmyG!~-{Pz|f_69?7f@`_%4~hXyX1X=gqoRHo8NBT1A30(&GGHw?77cP z2K0%~dV{QMfE*SqkSE{=FZoerGK!|+HF3fA9g=>!(<_NDi{Spgy1gjc7Mfd@8PWQ~ z7X|)10@6^$i}&{@rTza6-{9F$<$EDR;`g&bR`GzWT5C`r(Bx;^;jVNL7TNfJQdvN1 ziNcZc@FYX$Giq6=5E)OO!H|rK%F}c`h0Y8Gh4~-%najmig{ZRb;VDgrpCCGQy*_t& z$AjoVYFhUrvwlK>=DLOu) z3Q>F-Bb^t-^|~AO_4H)hTsWg?55#N6P$!K)-8h$XwxFWxl}S{j;w^=5)mOmu7skc* z#eB~(FYNF}v{Ac3NNg8bC`0WWaFPdL$f^x})qSG(`~<>wfJDZ9v%D37BXkTIL!?)u z_{$M@8NIY)wxNSJzCo5AtGp;)`EzA2mVIDs2R439$>JURp(q58#&PD^4&*NJF(fYU z_QWbA$vTq4e0Z+klniB;6wW2)TRjfhNuo10!{EHzF;zw17Dz1IStRXlM^qizxaEf& z{;V={Y2{j1R@K_V;0>y~97xCpMJg8$OUp-oeX{|%p`V)Ny_9&J^OrrAU$&W^yeM7B zD5tpLZAlgvn_JJ7Kzwwp>6|7hhg%LiETSO6#n*=3p*}o(GL4}BYUbDY)W)oqViTvz zv>sL!w#ioeUuMtz;oveUT}RyKYJM z)%@+KOtK02PxnVBc53r3NAXWB6;(##htW;LC>=TN@E{xBM z5!DtF^9fVKUJ+b91ahrH$cKZJK#4mRTdVj~#@r!Im94w9am7?&Vfp`#3|Us^7tJKDE-iNXYl6mcV};2y{YrTh_yj})L}S7SRV>I+GY` zIG8C)=TEw%QaleGs@K@edxNCI<-@ji9{x6^MY(>3A1zvWAPK7=RWHu>8+)@LYvKYZ zCNpXmRzIm5Kk$oCqy<*&OPsp=9Hpx zVm6xQ3A+yK3X}Ucx#^H!pE7k|tgEd$Sgk#T^#S;})Zv8^5ol|?Gb>|*qjf~CuKxN)u)RDT>79_6H`u8uTtf7-f)+>|S zcy3_~=Lk_?_3R1Ne=O^66BKEMqOD?HUf#kqxzYll+s80(tZbb9CH!Mq%5dAhcM^3F zUw7IHFTcgiaDFOp?oj!jts5fjRTE2_#Kr8I2tIY4o@v#7Er!PqDSNiNaPQ_DpHQBD zlU?mhtRQQjuz}i8!_vc0p1CIi$>*-i_)p9uSSMYU??1Bn&sqW z#T;pKhv%wnrqpk^<3fZ%4m}m98>mu0(6C5r8SW#RYrawLYh2b|>Sv?TICkUrOYTnZ zU@FwgW~@U;9G4CE5-hqVpM6PVEj)1WKM}i?(zHpAv;U|+^U-}^q&HK2Qgpffd*BLa zDBbb}1F?KY0LmSAZUR?6A_lsn6|_}5G3BDaAlL><(;IapwI%_K@=wuf#m}_8ES>Cg zjJ`5tYGqetYVqfqTv`NE zs@(m;7J4&5B2CHhvn2Y_g1AGCFM1_gY!o#zU;Zg)9s(J)l5~$}Bfb|JSb9joySoDn zgTm76o;ABjhPdb&-Gha?=ccb#BckS9#4K^$1Fi4z1b!IaAzT$+BL&OgnP?8jr)KWh zl+r#OQ;L=Y`4)xCV#4o#0fEl{3?KI0PqAeC$FZ}$L&m%eLyfwrLbY9ddW|ujw)W(& z>Wt?SW(mN)z%_GE(Ks!|A(TzuDV?et*>KYysjDW5(B9#(a!GUG-5)E`O8}(Aqm0?; zKNiX@HU1TO%kOoXD@ikFD4FlqFg)c)?f`G&Y$*LYHMglm3y2@5O50w6cx)TKKPP$gq_*i%WO@9bou_5-KkqNh$S2o|jo0}icQG70Cn|Y^ z7iwhsuiNjR=B*evHSsk()0(V}Ni4&wETm|y?VfE}V15$^{{%iuq#6q5=nEOH&BF7Q zVis-x6huAQxaV)&P*cvAg&|DNfmSn{AYM-=H_Z z7-MWD6Ug|!f&t>Y0P$ILU2ms6r^aJZ6Zmg9vkz6Dxx&;`iP_}5MgZk$oQuV#+SB%ZrMQh0Rqswx(5cO4d%w*1t8Ks5Za6XX*Br>)myR;8cqL)g`b-clwd3`VHDK)94 zwB8SRb;KK(=zxP)&tocttXALxPmrZdI2eT1VCm;2SR7hecG7Nmso zPh2jZ?*YG#D!VrGby-A*Z7FFgTpw>qYO5a8N%x|YI%H*r4z~!IYNUdr+uZ(F;zE;E z_@=%eA3-sCZI5j)S(h%`a$DU!bH}dUNOQH`b)c^6;5%lgz9R*QX-N3#=s0#n_<@Y% z0xfO*sSk{aVC63?Y+-l^+*Xe+?&Lb&_$oXu_QHsOlTbc7yVk=y1L`4X#o$LiPq$lUw^u*oq01}GFY6`i; zSn#L`2vv=J3chR#K`^k&GuvxH{^WldKzMdBsL*wMtBUe6kUt!OA`hr38bOhQ@KZJr zgjVcBWrm+G1sxsk^YXi52Iz?k%gzGrud0MG}$H-TAd)sweaD(DYu% zo*1L)nv4In@VTlIc)K!xcBVoqZT+Flk69^~r!nSDQur_rpy%fFkb_Vcy}$TK9$0f` z1kZvdxNxek6qMiwY-u)$>SWW7Pl7jP7e}=x)&2LT z-j12AN3lQ&;3(XevHw1q^T_xzbbX{SZlZ z{`%ksD^jr!MtgPW*8|J$Qb_^|!F;QFv;WpMgv9#pr8dqUs7M2(g9%xqe;`EbI}jpn zILNb*_`O3Gz9r4L4x;d>w``FLafG&)ofKjD=aA7+M-_?*NGR)6T&IJs z=G%=$(oQ0Pqe5kyrG~vPo04&w*bJd%40$_^iTK?;RjvtJ)WKUN$u=72u;^y;=qtb* z{zubQKtHC3KO4!aM`Dfg#I~?281y|I}8n6KDBMcL;-9 zgHH6xR{tsHAg)_fnN#4bZOH70GAC-X&0{Gc%CDeIuy7~TE~zYY8rYs_RwHZx^E0I^ zT*oD+{eDvgl`An}_ENK&gkcx#tOiMzNn-GTAZln*!G}}7$Sf)ObnyeZwXw+GclB#s zqdr*kXY|F<%sA)+Bg1M}z?L{bD{2r5-ja6i+#8>&)}V*4ZI!whkm%uc@&z z;0|-|HxlJzP>1WZEjGgut$K`;&t;s_$$A%@_H5=X*P*f(S2l)jNkVf6#H&xcj^a)f zC?|KPmj-+ehNm$PNvy8My*y_NJkEk;zr_rTgxTlbTNOH(uh1kcQ2k ztCXf*`l;aX3;PLO(*At72y***zOt znL;Zq1dqEfOIi2pBk4;IB1O|Eho&xm+(^Vvh6JqOttF$l^Fn#@^?Ul^Y3$R_KQUIj zQ~idL7E$L0X%}0_kPBU{U`G+0QsBu1{w*op7spu;EW;Qh#Yq_C_hz1yjTGH5-CLLo zd+&GtX;#UF@sDg|BUfL!6)e5ib=koM{~pbDi2(KcA_xmxthpoCeM!xJSrVMH!5-N# z#IgNT3Bt^GDlW~IBmbDl|KaB|mak{G7d=ys6tNbYKY0Jk>mp7=qw|$@X8K zXh&lOh8W}p>NR=!8&+Pz_7de>G%sjR#@_1_D)`_Dzk~|k2F0QV zO$*H@1T|fYagU4`LpHJp@-TOk^!4sce)!_hED-Y^y1KZAIvQ@+4AZP-gQGUsHEK%e zT{jxX;59FYR*abK3Asx6njWNwvEuoJKUn1eB>@KS z>s|Q^QxR&&^smS(FHs}`k|wD6f1n@|&d{XyvY~~fq;*!ldqS2?0Z#kCdey~-!Eti! zH!D+NX|#zX6u1T7Bnz}+)I9IgSUEOaaFgv`aV$65cD1?Re`7Pp0#s-KjxNtrxvG7f zNOB1PFE#RPaOO(b^;blEzDC@nampTp>s`h!u0p-220zz^WMh!x87qdDe*lu_#!K{F zL?y@yTz{v#y!pLOP^6T)mA|PiGlBfFSSkGO{^Td5EnfbK{Pu+G8)bNAl%0`KabZyB z;r6mkt_$}PpfCtCM^g3)%d|rMBat9ldYw2Syk)^OQKO>PrG9Xx&kH{65S+h!3jhLq zlw9}9i6FXGEu&K|rD8C`pcHe3P|7C%f67`n~+;mzuTH@bY8Jo%*`?9Z7bRe5a<=h zJ$a zpTpZy`|W%XJEie%xZwdhgMTU4Q@&wh?JFD~jU@SGf_FI&)rLaz0;L}&0P z?2I7FEPMweRW~#t>O3+g3FB@Bi8+G=ZR7@LJEad6<13G~*Ts(i%~|9|)YsZzH_qd( zL2*kZkzla3Lj6-7mX!7`HU{*3pVl#V{6jE|7pqZ>2{A3@?8H(GgGm$|WeDP?BgwDh zT0>;o=he^Vs-GF_P+*mUdf3Yl`TR(*cptZRN!|&gUh3M{e_)b&ZAX3_$toL4IZ`&Ah1sx;t%7UbqJ|&3iJ(Oa?!(YX zMIVV#`UHVAMR$%OD6U7mfQuXSz{86DeiJSi#-qp4^qA+dOm-a$?GqLPZLZMJ64A#l z%UNyXT}v~!b2CQPtBY~eaOa4lSN9^4x#T28kOcl2t@MT>(ZorJrt!i4B`N+XSL3f| zwK5Q)h`f=qBw?Msd|6Gh4E7SySpzwA^RY59^bl>8FtSiml`E&i*GeAW?jq7|V3B!t znQq8+ljWA2Cz9u8WkbfccrH&giS_Auahlt<7fU#UWKobF;l@0E%j3yAfa;9$Y$=U1 z!CCxx=@W8EDhbx>$B{8%m?g<-=6^H971*U8{pNw=J;1$+_NoTfHnWEJv*Ip#aff%% zW&*;TUhbF{{Mm>1%V;Mk25Msf&T~h@6#obJHQL0N_@$2<`$N>As47~~X1pL*cfPR- z$9`yCymc*17eGWmGH@h`IjI%n+zHCzkwcTD0ill_efJi02u5eS;SRh{SS6`q38c-v z3$WKkxt^RiW#SVg4XwPr=E6pIZ3-z{ioIqmcw2!x`56#qtEUoy_06mWd@eF#o6ue& zk^^v0F}@XemAT*mb3LaeSr&7xI{f(4IiWgL>}_KoKJOQ)+TDGuZCMk18LQ>#6Sq_q>(qE`u5N5{ zZ~1JRGB+EPQ#zMq*`m#>>-t0|h8K~nrKREfUfg|4w4^??eWPGVWRmQ7>XPiid|Gjl z&8&SJ`ToX;n~&`BvL+R ziycqKw)9@^8Pz-)**cO8otXP;{A0Ur0Nm_YbQbTELS&*@P24gLXe#NZ^UBjlHfb{G zVQlPD;I0!Ci0GfnO1*k_X915iC!720J~6wQ)*)@*66ZxWYblmGb!mSSt7;K=h<&Mb zNNPHJvcX-w>0?Bc)6Poowv~PAv|{D>JL8&YPdx)|AVkwWw{|0lvbah6ic;L*e6Bi& zkQ9Ff-0#t`_d$7@(>KbZXWL(-wj;rZkOU%WYnPS;KXo1a$%IBC14a@KjU+ppdwpvY z!&Jy;XW5MseATz*?Mjr5iYF)&f*_=0KmUpxLb6!c#SKJ!xyVl5&d;Pc*{J#U38|pO zGPGFEJG@CpJOY=DoS;+uC49+Av% z9GjGS6`NFA))L`A6r-{fDq)%5&#lcxuXUfEK?~cy0DMpVwPiuL8m~tdm0ZF7NGTB$ zBb%Ne6#JgHXhd0N1>wt&BxQmlv*<@eEQt5M8oB@V9i00+BhaPwB!=Q^)^e!4ECT(F zKGu5`qN{%T`mBf9Ai=+JhG6cH1Yb3J;X9NY`a}UQ!y?1Mw9L_F=R`S4(`G{(#9r;& zbw+#uNf=0_E!t&))Pw#-%@wS94r~)nSj(Bv?Wg{cBSTA#-`!80(K9z(q%*&d0_};icd|vdbxzsvs5H^aAxitUzI_F@PM_IEGJ9O7o(%|KRd^sp%)As@QSM!Ty}LVTUZO ztNDmjkn0xN9=pdQGV)6-ptL6T;}ym(>8Cb@*?*0LZQgS$)=Q}WkpYz;;%uC+9k0eDbWYgRGlF_!K;?C8WM-=0K+=di5<=X- zue932=%}b_15gyXL4u$Ac*Sv|hdDU55ADTZnkkBn6p3R?oGC(P|CBDF7q0$wLQ=^) z=CiU-WfWJN$VcwBi|N`i1L%D3H2U!ML*0x{t--H0I4KnpCM+n-LGcP%<`=ZDw9P!H zjCkesNsuRPx9feQi>?5Pt3&9B`WO`Q&JZ9)j3?8m8euv?adB|zouzp8aq}+_S?6>>wjo6J9*dN+w1`&R-v)T=J?J*=Uy(Kh~tcF~bGxVpfkq~!;2v>!F` z$xRtj4S+i`YX{)pk_Tqkgc=B5bi5CM#dAHVy^jj=LB2m}gAF{USI{YjaKxk7$Zxja zvjor^T-NIhKwHuhQg36ZRx>J@Tsv<0zocSPJVAqRh>z;VM=&%YKdd!PP@KK8uBw+` zqR~xmz62pKyr}MZ`JMai&n3QATIXoi&=C*7)ukrU!%4mMcoB)D&dmbbA)w$GUt&1^ zhgthOjVw|a>3+3l@ag9gh>OxPvg!yAS*q()pgk!i4!rL=5nV9lJuELrF$}i)Dz;>| zleD^qC2M*rbiTTbIe~o@3{#-0Jrn1-zsJ01&qKKCgeE_8Y6zMa%t=mzQ(rKd0(EcZ zKlzEnJKPI7!N_#}YTPNB-sMo%&l{O&PLQI=7{+talo|bd=g7fDCl5lGC`G*r{;gq> z{*9U1IjDPd!QoY(m7Pz~m=O~smwFO$1qox~(M%uE2g%{u7tH^X2I7MPY-%z8%$V=H z;EUC7QS-lEw6^6m1wgN|s!$FpdyR;_Fd`BaeldCdDm?Qhcao$uH2kIK#V0|JLqeSO zP}VGKR6*1&HSICDxomprU|UW6{v=k9ivIQjoa1OqyepxI&nX!mbG0 z`m5d73vg0VFIL5M;;(^n4XavhIbqp(;QC(=P01Ug2%rCj_Imx4{PLuO&!>uKn*_!B z_``26RW`lOI&uNbvFN`}(uuLIy7cQwXk$XUYLi%*OD~V;0S&6IgHiBuor`o``w*1S zV;D`8My?M~o6@*iyxs5G|M>!QedO_dH}np*7zu{+F*Ec=tSkR2`qi`s&ekLAt6;8k z66l#!5=UM7Cx;&N9^bd$U9q7~Y_iiu@ai$}O-l8Luq?jJ4X4O?^%dtu`Gzh&=jsdQ z(*OU@%l8B#e>zbbja1QRD+wFMxfjXLJ&kLOXSTp&w1@uv2*eyQv;dZ10bZ)_S#Sq} zxei>6&YLYS@HiO9aBm8jFF_C@k1!(}*7js}U(b?VXrdQQJs+6m9Y_T5ep^nr{E)!Y zPa1ORnEQY`k7zIl{SpS_O>ZaOD9iFL(v}@r{BNo&GQ;-JOCSc%+Ky$r4+8M`m84u= z>4J%W;P&v&^rkXlyr~@F_g{5Wx+LGD`6Xv`?|%10BYNP5Zu-DJ0@UX5rrnYEw?9&K z?=fVSgyW@x>cJm>?9>wb^`S)N1C4Mzk*9&xyo&iLu(`)H{ec2lQFN{2D?MeOY(pb^%C>o*zxrKX z@cLkU99vEEb|e!NJw&tv`FC7pU+FRs$c2W~(?2Sz`=C11O?STKMA+MYccwv6r6EFc%k36)mZnZfp=s4gFfGU>f3INEE7g6&x zY~uHXR1dU0q-8^^Kv6Z1`y9-PTJx{E-@01O(MGn|1tD<ksU=9GUEBrTz5&>(R6Bv!`uWg;Oz zikai~D@&KWtryzgPp1X*if*HroxZKVvv-Yp#2jn$%s*Lsl0UXZ;d7!~Jp|bZ;Zc>j zuluy2d>cZiXk`5>w-@^@aEKh!?~ZiWD0j>M6nLue{BA29r1N?Z-7)`;BZq!vc{V>q(*)kE zgTT%s#~|>t1^oR~zxhv_JU~TBoQ(gyJ9}b4Z91;yY}IBB8>*X}tsgvZ3eZmqns~Pz z;e}TBP?dL7*GgF1#j1PLyV*8d#HnS4JrJo`%T+UP>xV%J^Oe)D~ruWhHUeJ65aV99KDtIFck(+P~E1+7?*U1wu^O!Z)7DPkSa&%O3f z4!NubiG^RB20)9W@fVs6cV#PqiCl|0iLH;%J8Hh? z&CfdfD7-l0F-W{Lrm{U zK0a9Y1W2AnEcbZbljq%XW%-Qv;AOn>z4gn~zpsuI7S62;26Bbx3J@6 z^YlOnU(oughj|8}_r{5Vuf3b53#EW;WHlI53hW7fYF}h^VbN=l_0H>o3~G-^uEVdH zngoqU>dzJ6xv0|-t)19v>fe=(e+k5;ncpD+u`Z#1k87lX&Sz%6@DBu%z`!@y?@SXb z8aJNh+bDQ~iK3+$(HgB(<`+vvd~_T>N5NElmy&@`CU=20zPw|%gm1E!mi@Tk{kyQ! zFl2APXp@0KLrXQOKQdn1_D)5niu%2=-iY3Rj|bYk$yes@HCRI`FPhHHoi8>6KHB!` z1vj6YN$;$mU?uGN!?hQ6|M{W;u;lVD0^L0MQJbjRQ!~J1kv9G34yzap%Vy20KqNwi(Q&t`phjp zf7)t-rBV<|{tHatshYwEVb3gzW^a&E`BC+NTvT@MgK7^Cf8!e#AY7tmy$<51#v?F! z-QQ*~t67~mc?|Hc-TCJ>l(d+5f)ei#nQGz$JZdK`qobf}4$4M?{?W%P=A`QiiW3k9 z7Cv7Sl<%tAZcRJb60XhX(Q1DEz;}{96pdObazB}uh2Z@oFQ}p!M-KOKD?ZvCt&x%p znuB#mp|!xskjIY%wYV|{8*+nxfvSe(x|w1Ge)TS31!SRv!S-u%c4D+OU+yf=bG;{P zUoh|m7r|_%^IJN%w`iBJ3pgg9T{D zmSSDAq|$Y4mv)N2gT?FG-FcJ+j0j=ELi`jDt$h<0?zYyJmO+$?75a-avSsqqH3K@7 zWr}$Z$9b}OQ2yu(8ltBUHi$N0)v0LK$v3@_7x{T_=~g5cci)aZa)DWCwD+x_F>V<5 z0Z5WjV7YdQo>^wQ6nGYCO`yiv8$Y<8q1aCVJ`=%B$|`f5WK z!%a@VmaQjLSawP+-^m7n6=mn5Jk*u7JJHkPxuL7IoCgb@4vkZ`o+;J&ywUyD=$+n zdOBqzPPzR&?z?|iRil{XxrL({5u-PZg{kZb^@a4ePrXX(4tl-B!LKV4h4rF4mLe+H>AW_fE)86{?%*v0y$cEr(~!xeu9|x4tJW`%pcqS*tj6-C zV5#YCe!-Gbfu^kbs-vWRX+g(MF|f7#x|LuS&$Yze@I`aq7drzY`&Pt^BLt zT#dYwvx_%EZoNsUr&w4n;O|O>hdo!+3E(&0mq7f6F6sb#9Hnf4OK~`BoU?4>sv|Yb zf_qN-XdbvZx=)~(D}1Z$7pzC=TF3_wy7bv%kCf6cD7%utYgR`rgBv$V8E$t7@y*&t79;oqkN^Jyj;}y zxxc=#4t!Q_m7b>wNM3M_<}St8_E#dg>`VULJ{{MKj*Wsq@wj0FI-Phlan?eUFj^KT&ZBWDiZ&eT{W_10cxyHNQox68lU|(A{_yu)crpi=XHz zUQlu$=JF0$5*iYho-qXz%i7dc%_<3^%7AH7Ob01=TWY#@Y{GY;kMF;qO`k3Uc@$t0 zaQ(FRMLnu~&$U@4rYPpqC}x+;uy^-GNyfm~MA6aXSBg?kN05j|&Y`jk(W`_K`;B$1 z!=pE&gW|80)I&g-zen@K^LxM!Tqab2rxo6H_2hK&q#IjMwv`;E6f-=C|0`HHc5#3ah2cpm3x(wtbAw5P7)5S33A1E+?|>nC#AwL*PS;MC^-d^2$|ufH4? z<|uOZcLD!|9K7~1E37P5sJmn5r&D7HNd;n^ zU{zQSA-Md&*%N7?u;|gb#pKwy=q4CR0_4xyNMqu#6I(#%%lJWRG4Fz;IN!Y99k9Q1 z#lhdornjs1x2UbS9p3AoV0h=!9)f)yEAXeHEoX4d#NsQES3G`CO&}L@^^35aJ@(M9 zGAaI=&Tgb3qSRc;LO2u|eQ4*LIN(zK(d@@;OO@y;&Ot{YoacI1Vf zYbP>;a)@pCF1<#^Ow?VutP}=WB&E4%I)ego^HD~-I2hw;ONJ(e zP>UMWA=Ky?N0%Z96V!BU2Qj9UR70`7SnMN@uE+vETV8NZPE{>T80NaA=A`B05Q^-m z#B~`sbCFQ_rCvz5F?w(=0Uy;`ACQZk+_15HwU#Y3WzSk)iKMhUb`lg_0e+=5sc(P} zwIjJ4b`l&KV1{;B;lfHb`Or_49gIH^P2~0u1gtAM4XV${0hBSr{j?fXI|Dk)4r_Z3 zcz)88b?ZuMDyi3!?DLU4d$h$DP}piDHbI&H4eL zidVK}*{0+-D?FGeB8-wE6Ko4vr|y-$>gencYM`q71~gG=om@C;VafNJAVM!8IoC!> zz0bm4Dwc)^I-Wb>bwI8?_a)EVz)D}hUV^;|>wba#!J&uLK#Z&Bn`U&PC6!Q~7P4YO zpM4QJGtF7@8P{LPCK>%|CdJhHfB&2z68(}ZYARD8Vyf>J!ulZa;cQmx)QG6kGi`Du zimcK!8Kg0X3&mhCsU9X`bRA;{BZh)Y3icxvoU)t-Pxr2xq1f=a2Z{}o-))qX`>Xwv zqEVGS(dM4?qi250!zxme?%;I}=FTxQis650w_J>{{=lHjB!hfjequ2x*KnYeYi^KT zRH#G}X~$-%>{@mo#oKnI;sX>%(Fyf5J8$u9#R;w0s0VY_Q*kwrv|v}VppI#*V%gW~ zU;81*^kV--hx%tHac1GJJg)~MQqTqF#niu6x%W5bSaUe)j#3@A_X7B-M z4@taE0pU6Qfz>f8`NzUd)iCUa%guy_OzJSn~1 zlKZA4q@gMa^hEYLd^PXmqK|kcewX0tAmfv4BQ(IEE|#M-Q-Ar^1$nk0C%ejhZw3EN zACjUExuPa3;^#V-JO(as9Y9)V-qCw#GiUCFwJ>{cv_josHTaO58?B@XLa#9*&&vev z4Q`XnDwoYDO*s@mYzR;q{Bk=*)exA*H<9Rjnr{l=jL@l^rC?9IdPpEW4!f5{(b}*u zF|o~*Q1}p7mLn=Yl1u1_laZxHqlyUL&u@GmCh}@dzs*F9D-rlNd#f*16|28wzcOI| z@2N2XPNok^EGF|2P|D~uykUF%NAwvkp8?wx4|#W36|c300kAs#({GG{ua-hnb^M6m zunNQ})1S#8w`5tC2&n!z^e+36 zMeu7M$QVraFN~jv2T`T!ygevxuC&Jw;-UI~#y}=S@T(;s2etT!mnEg$9W;Mvf=d1; z4H5Y*$u-W2sD6txIU3(=6QS{uyw!5d+-FK-BKd5(;H4o%fyf$Vao-(F=NK#g*DuOd zuyJJWQTG?D(>f;GGcqMpMTGd>5#`H$;N>Cj`*>;!sB&fTStsTno&Ej0%+MjbJ@MCE zN!fS>q(_Ti*twNrOwO=7lC}Yss^8G6_n7z3)kC+XTAFcBa(M z`3?o7MI0-~ncL(@30vAuGh>aws0!vLFN$p2eQ?SxfDU zw_xdRtG5ExICaqu7?^$Na(&M>&0#|>=dkgY zDe)7Qkv}lwnbl;A6Jkn7ckX~ETLhW9zC8ZzPrL<=l-1q=88rCtwJP;HkTxy$fCw?4 z%XtHwoV5$;pMY88eG%aO7P2Vc4K58Ypd4A(8NBw01Dks_>Sf(iX@g#fk=gY>=eMT6 zPyI|eWI^8Un$4j8haU)!-mo+Bry5vjF}e7d-kg+pKdKzwic-3r$VtDpiuLDToWAD2 zxih#~_tM>2uoA1iQr!Pk9A8_-Wa~5MRi~Jl8!ra?#M4!jwL2fJ#Ea|kIs_d>wPZW1R(0&W-4dgxufL7 z^zg3Ieu)f{%P=9R=w0$(CcOt*I!gPIMc`Ad6DZBTL@;@harOEbRWa_gGYMUm=q9)? zBs4}P{WYp(-1(}sFOhzXMQGh9%_ZkJZK?EywC-;HULDoS|P31VobxiqKlP;({ zFk|jWJ|B2xoE92349>1flc>?6wCvm#ijf*LDD%vPC~sjqh`4dka--hEN%K zh-FJ&TH7R`TvY4hr15tb4Nu1A;4($C0JEsSe9+k_vLn=$O?01avJ)#p+#5-=k8w^YPS*1+#3$$?aCA#FL!ZR?$FaGZ<_B2|R#&^dWA%A8NN>q)<+qs(d znFIf*woJ;T!KKA9WMh9&KvIQXojza)^H=&FfR|FRyHKNM@ft$WM82 z!XgwsIbj+CqWr*{X=NANoxdWf1Fe*WPK4|wp~{k8|Gh_upA}aqPx4XBN`}fjE^P{b zAj<~~xu17PA3z2^ULE;ybm#6n&ixwvtr*UdUqi!IfcCQlzuscmyUZe7^s&wyVc5#V zQwbwn{HI|n*Swus;Qhy_tf8ALruS=n%*CHb>R5t7pxH~Y{4<*6`M&@(t1!g;J31Pr z3XOAy26PCbEJ_<15I0~~Z(ubKns%`;h8D@{hFe46Ph_^6ULR&{rhxp^?g04z$0jtY zkraW`Yz&3Md|&{U&;Yg=kF)ulZxR;=kU+eolWX%L^CP@%YO($)KpTQeMvM0FRhkJI z2|wJPusvt!ioO#Aw8G&xq(Z;~b$xM|Bfp4szlX0p(N}AiCcAhcX6o0vlRQ>Y|5<0H zLFZo@wiP_}OV!fB5}f4YfY;juyHl)t;t>(MNqv?|OxI-m&T14UQ;^^*&1nvxT6>bO z*MFRrX?2BF%IHhd31g8XA_ zNoE_sHA7C#o*>Ml))ACEwy-sUb>E?JYyf{cSVYYTz>=<=*FH>lkZdO`=G^_oBePD@ zyXW)1{ly_Qzw4P3#`uMW3O`il<~gPyrd!>4?B_409~QDf34H>2EO=d=?vK32l0H#F zN?vxYHPD}8k^uZkVU9&18qg?pabvo0rb412HSqo1TI-6%7)Ji+WMp}69-HDec^vW= zW($Il;&M(x-l{P`|4DB5-Gr2v3zx~$KaKUVC5}QK z!%i7o>Mn)9pti;;ycNdrHc)PE^%HpPQKFTf1I_TRi9ha&7cXVT70AuL?@mG?Sxx1^ zr*6!f;cs5kq3y4{btzC>N27M7JiD(zeW4H0DXw(dGq~!L6!RT7m}uoxJMb|#@AnK- zyzUG_hOnY39g;WWgfR&j6j8C`sq*-f=t8pa7tfV7-*v2*8dr&Y6a~t2&=&>jL=xCY zzsj27148mZt<*V&;KstG=3~||;Z*lejl%h_x0x^h`XXLYv))WT7u$T_;F36z_}2l4 z(y??0I>ZV-0ZmnbK}0(yrrGmtxP|uv>K76hF&CHT&XiA!IJEe?2#r6yG*S#mxOfkS z!kT2TjbmfmZ?Am$YfdH`^2)>z-?YH`9F757dt?4Qy)@bs5129gm#n4%L5nOCU&Ufx z=>-gJx9Y{oJ3LN&*d({#-GhIO4?*5D?B$Q&PF`x+@%jTK?a~>owNfPKxmdtDywpUgR$?W%r%+>?QB>+SP{_uP5;)VsfYde5j&`cTt{onD zf>hnw54@m(4g+_E=Gnx@2FIg;^~Mz;@w7V@nVPnet}#zAF)4lU@GM00JpBVk?DO)M zvI)99zg~pU{uqNVYXP8#FK@VUaRM%5hesFvY5)DJ|dEB!91WdALwj zske9gUjee@r|6eO6v{6QH{L?1;`9qGz@_kMk6|9}kZ5p?Y8dzDTk}rK2gt_KVJ76j)n=j|Ai`4bpG)%uSzP7P8qr7-7bXLkCmxdOU{?@Xb4DK$E*Z+ny z@{(L)!5@GZaF}^rQt4H@vl|g)c{$|_LtHq?`1pV1K$DRjT6Qew6}>}4f~+^wDaFZMQBc=J6!|K^5VRBXDnbUronC)<$a zMJo$BB(6KD1ABMI^?yGA7gLXkrZqo*)xG-;AA|FjQ0m#7)dL}*?~6L#&eE4aQ!Tx$UsJz#6XK5&E? zSU2ad#Scs^3ZfM+L+(qTKz)U*w{gwvP=8?6RaIH%FnLm}6-?7|Ij-Onv_7RSuB+qOW+7erF$Tkr-ahw}wz%Br zE|pkS{EtGohO&jfTmDSNkKQ)3r!G}{9X7@DEuvi7@%Vltkw0W@X}O?^a`gwvpC05= z&HhpU!VeA&vMMImcvqD5;oF?M#S@&+I{dEc2AX66D5dlUYGixtBgp)fY}RRQ5Zq&* zr6exJ4_g-(&zcNij>yz!vShyY>4Ck^E5fzvuctMk!1BK(QD(%8!>dDwT-UZe51YtJMs!Kvc6i4TDYt)A1)^pv}w}lc$CiL#Ew1%Jgg<1lI^m&*BB5 z%~a>9T3Men@(?1oZfypJBL42QpMuhMd|7X&iI7Pe9+aWCi^x!=bZXV%a%3=nh*Qk%k$YdyG`;- z8OZ)or!4%nIya|}`%Z+f0e4ROTUD?l^OhAege z=1_+dgoYV#(DmTq$!s}!b7Dmm{u%GOyM7zp#-10_uGPm_hg3_0Iw|isa-`yx2X z(bHY|UpBCt0E=1$*M;(+--T)U2Y5Z#h+d7Xkq&MJ=SmBrwQUDM9zN_=TB`AROJO8* z;~|=2f1N@cOEb~M)v@#G!y*pmZ7m(|MCpH=hWFB(+#@62YD=Hc z9OwJ4MAaS-ZJs-Hh-tj4lI&AJ(~TcbBGt3ii(j^0(rtti^T;dqWyVUs!m<`(>TkuY zCHkec?ZXfqI8~~tqF-0b5Fgj9rzYS9FdJs%;Z+$k>iG<=6kV|acWt{*F;v8r;*?CM z%=b|Y6g>6-0)D^u8TdQrfN@KH{Goe*P;y)Ty?J^kQpJcinCf>DiyIkEMLp|>T$H=S z4F?HqjMYJ&HG`8~CoT}ohEXm;*JEbZpp9PM5J~&(8+L^-cTfAmd+uLN)^G$>N0j?t)8Y$3%E1|Nuj5?lBrdM-!5D8j$RzVN5I0u9}I6l23` zo}K`^V~PHKIS03E$(H^A-oawZGcGA(IMKz{@!V#Toul6`55mI6de)j;6p|;I&cY8< z{!tCwZ7PjMn}P5)mGWVMR=w7#LS(|vJ`k8@WjsJTHEwqO??cwVcJD0#qv(<>p~^Qt zPI4bi#=mtcG=kFUyIszWw7mM3UVK8vjD#jxseXM)?fDQL!6otTDF=!@tv2eM1Tt|u z<ZZw0#ugs zg%@Y9EiN9@1gbF+%LJ;dY+5P!W#e7u3DnH+r79RJ_^nL%B&x0F3qgyR@G2O<25`~U zt0o9N`DKbRp6Q&llwi<*n7w;?=}3;>+_wk&dpf1zt0CHUwqPo%C+b-%UAGD_g4f2+ zj-+07)0K;GSLDR~Hj;g{>c~s!5l^Lp309N<3uss0;;2r~!5=VBceenfNe(TcJC8Z= zSEf?wU7c~70r5TvCSvjx1zwmeN0L}2!`cGj&A=$rtTdt*O{@1m|IaGCeu+xmb zy9=~!X)nP|0H1g?TfW|h+EDVa?4T-M{nmrw@hw69k^RLTdk$3L*aKsuRSXwFG$20) zz_LVgUng4wUH{mE)dFye{d~SlV9h{l=S8IE?hYl)e+$7@Z!E_7SD)fPL^1Gs7Yt!U zd3o})01{s}dC`ix(z0wDc*HpNHA|u{F0HR)KVB3j3%a2;@wZ;di%nwGv1r!mwkJEQ z3hO$6*l7(}{zXe_xlupiY!i@f>o}>pkvbZ#b~<`I0gVw7+Mgx^SI=t3ci;6;>JQFP zUV5S+nmUbL``Nd?n`m=|rt(XV)@{0@^kfZAaz>Z%;62TlquB`c;UkcNt+DQWH0roR zQPh8j;#*Y5FYqbkyaxv2ycfzZPg=MZ7=VF{@%v_WaFUUp!{i4H_vY%~gB+k2pH744 zOY>T_K+(BD=Rnc&R2`zfo`w(inrKxwS1_`MUBJmZZfCr1(v+Hy?rDawe+VbTA!+b5 zj%9H>i1cbK$?FCNLs9!ow*v`HmZUoh(CgktRjFjJ*Hu81hRFfp@>H@=waTu=*+zNm zNsI^FnnGb}>(>+9j=!a`oWb4QBgh<5D-4^>#4MZBmxox(GFI=_&U4AH$zy$Plyjel z2Ek@})IjG~+i!~7Ir^kdN%*vcF;8i}eNsoH^h<|wE?6w&k)j~JAvPvu?N5pUj}Oa0 z$8P@IjmEi#*ktSD#$wuK(E5I-|5vJ{CFt*V6^?=9F}QsSC*2I}X!cn!ceESXYic(P^cg_s#9z2((E`pID;;I7{(H zzmup5MgD&+$($SR_&;4BFyi3b{?&*Qb3P6_%hmnq-`hcQhZ~c4y8(r;(`agJ{Q&;=~9@i)FHl+k3&yUsbS2Y(+Z}fi^Goe8IhB_4O z5vgJ#T7^DK4hsuJegpK*qosR4Ddt%nu0jL{ubOm@7KEV&0DF?quD5Kc@%>x32S{+6 zfU$EQg|TFb`aPEe0)QHV0|)&V?|DjIY3ZADU@E~R;F)LgvIy(3h;ls}%_QLW(IpE@ z(%e>kf+CN7EnQld>>x7*hUfZgJu_Cu+b3@S(T9U%zdwm`VR@p$wbLH>x3x!<;Usl; zdKlCMCkKs+xK`W38v)c|(xG7TezjSj{_F)%P%OTrs1QfDLG(@?O>#0yp$}*=!CKcJ zRz-wIkmr>1s=8@%cVX@bB%b5af5t+?@&rUBo<7qTJ0ztt&cn(>M*^)=+}X#Cvv)AR zWOw``>9cp41TTk}WO}@dR7{Tu*DlXli!ErrjBlos5Oj6XP(P)c!?9ZW@bfk${!GwB zcM&3Zp$_coU1b@0fB0>DCs3Zfy&m+nuv@3`p?c$rbXp9ah1N=L@)EIBlc{ zzL2+VS`@=euD*#S^SUDl#apkGTdv!gX9xduTE6i%uQ}9i7t3?k0Sez*NbAIn>_9A~ z&8i#%_lx1sp4r`sXSn!P0MQH8>Ib!2>o#}UDlJ9Rp~)@|&_e>0Y5ba=b>#b3Hp894IA(R9f&_C`T9KknGg49V>X3W}tivQ7C7Wi>EB6(tQpL)sOryd3nT%xBc zxOxzKg^u=$*_bB}K>v*4d-CGb$>^rX{fRXHpqSIN4Bk7ph^_rRg?<27E?uudene9> znWmbQS@JVh-ze>qubNQ|hN+$Ta|N2nuA7fSJ*&SO&_ z*}D^OmG9e$rd7^FASI`tajb68;jE>;k+L@g!}-gstZOn7d~}Z~h9Izo7NeLrf&QzHAm~*1R3kDR+CVBg|ql61#QNq4P%Ze$CuQmxJ{#kgxQL zVJ}(C2H&hV(9Mp;P%cP%EcN=0L<77?*H>Dt6zrHO4bd2|YG@M5f)kU$FF|kV5B~rU z*rwW-#^&amGw=yCyB-SX{QB3l&FH*{v30vyA6v@lY)YGS9LZjO=M+T-yAlIo_g?>Q7Ot+B_jpw-|)! zI=?Jhd4}B_aWNR@b}|_u=pZs;4Oh1sq`OlukceR*tyc!h5VzkDn-qIL@#=FamaL?< z67ndpD57=)Lyyz3hFHsXH}D~{PSmpIt~;7!(g){xrj7hMid%=+@TYWiy~1e!Mz(Ht z-$o?VFXP@SxSHLq1B=z7w$JrEQ?MrTm;dF4yDt{lkLLQC>|bSc_kaT1gp_JF;JEQRD6 zu!1l2N0?@M+wj+ZAR)1u6caNVPJkD1xXl)G(cf2YYnj7puJBN zI0sMxBe{N#VloF&%(IL=ini#R)noxKbU|dV7T6)hPs4xHMJ^F1%c~a}S-{?MLt?ik z;fm29BE+}t_rmD1b@sDU*nUYW9c4Tlot4*)4J>^7C0;zeb+|?bK6ql~s0gi~?{5=p zw!7W#&4bSsHLnFuh^9_w8j0h9ViC4m&*O~(^*(^18tJm@p!u)0=V7+E0i^_(LKoAZ z<)cKjRx-ixqb9P@tTsr)oXLzwVb#uKPfO2+Pm6bV^zB2uQ6ET2V&$*fF=zGCDR@19eG>XD? zzJuc9Kp-w3&aBEnS4DU5+i`+n0hk>WJ||6MdsuU$9!zkI?G{6=U<^vRmk2ptw9;vV zWW#y`@H)p?m)9>3Lm-u6kzAdo$71LUE3?Ikz=5k2k)YnsF#OC{_Jbwx6C?vKl5m-W z-~We$v>qNJvC{#6yL@;O;sp0hLgaD?6-z$gAQI<9OHNIQI^f25VfK^2J#Jx6RU>|g@&g7|54d=Wss&i`yzcI(s$G`khFSy|O)<%NPn3sVR%@ZFNV=!BlJ znOw3mq82d@Bp9=?7yNJE?6M57iv?q~RIJhQf*hl~g*k-6N<+||XTk6shGyZgf+fo(1p2ei+R;l|_%Vi5 z&YA6F-E=3-u*Zofw8Pb(jH2%{^=3T`q3F{P#5(bSn?Z3ZKl~J=)T1iFsvRg$&&Dp* zI$$HnOHc0G`;?a4x1g{K3T{iM0Ii|EGpoKAs9&i;5e1~CCkjAf^?KVtQ7z-FNdq5o z1cv0;l9xzfr6>f36t)OLr=u4!PIeDy%k(C|ZyFiAqMNk4;G%WuMp~phq`OlF$PihX20z?ph2ZIJ4$(&d%@KdmnZf=hWHD?1aIeYM|~Vx4Ibu2hPPP$cWbB z1j^w2b&i0_Ng$GS<%c~%eGUt}UxHSelKL>#IA~q>-)K-@Z`khal#S|?+|7h9MrlVjh4YM}^zExmKI1mAQFurMwyR#0p$C{g0Yu3t&y!Z$^)>N(b3nFy z82YNTZphsFix(5-0*l&|Ns+fSB%9+87NkM1o_#YH-s`KjzNXlKOgj(4Z;4)dhi$c& zW#C$X3WroGXiZReSi;vI!@N5JVG*tbfL$y#j6@xAg(gDiIZXoBj^c`Tuk;JCZb;e@5(1RMfjF2Buqk@cNqB}{l8g) zS!F>(a;a&#&!5&(*D4b#@>ai^j=U$#FYYY;dVAVH(jZ?&GpLWnkp3_mQr&(XbaWxA zGa4+J$NF`4Anf4|f$vc29_9!J~DxCua_VbJp@{aQHI-vSzMkAsfyPF*3fye zy>36#E?Ib<)h)a%r2qRC%&oz{0>17RF{F0f-U9c5hT>uB{Q5hDu^Pxe1)%r2!s^1d z>-9Fgl`|?N-?%fQm9$_BYf!_z zqWc)|R+kg|+8zC(*iGT$4P)%@@de^9EWfHBZLW|WeR%f5$@c+&(Mc{L_ZEacfV!Z^ z_X1<%dw&#vyMRJ?FrjkMqvA@9NM^^fkl}F; zX12BEv`%LTKL}63O%G{Y8?$7ya-g>l@3}2C{KFEpp+t$*(#tZQiSlsqtWoy&=lt=8 z=3mu&z)}LFp55-IIgQdfO=IkD8^!!`N+r;gTAc8E6>$}~l_GS5Z`u7*+o#(m9MzBT z3csH_7Fch}cwlBU2Hp$tJVWttkOKIH8T)Tvz z^*e^4=PB_PUi}{HArIW*lLk|&#(FA{z*&j>doB#x4RJPq)&4wax3LDWH&ewyLvL9* zI#V!!INTWTJYHE&w36|R0Z#@9k4p(0s$m2*Oz&6WOD z{X0**p~;Iwn_tg!kEFb4B-Sr#5`LbzHd0CuF>+Lm4~`xG1y_X(aynr~SX6PPH_cnx z<~jZo5(0BI|M)$X@gT@~-GC)=*5GDAmULrASXG`U4hxI*^yO*q?kij>rEa+Q>=0S} z_m6m^eXl11|20BQNM#-fyTPI5EAddTj$%rcp`p9qCj3)eP1u|2y3dloUPe|%7#5g}(v}KKYyxET z$D`OY?2dDIwd6JF?O_9G0GW4JpaABaH|nyLPBCK~VNO{&<7Rj592M;vJk;<6xD8)= zwmt}%Dnws1LCq{l`_{^FnQ5l+`7huikLA(lZ{P+frli7HP;SPr#0I+EYlHdzn>IGN zUqA6P?uH}oLJSz!F?V2lywyhC&K= z>olk^rn2QzO)xH0F52<{`Pb^EE)?o)o^2F2;#qB#pWBzS|FpY4&N{p$myY#Iwv}mQ zXi_8Pmy{-J^igF<4QDH4+Uc6r4ygKNmQsRTFq1QR2Q=!@sekszLK|3?j{{iNN$X34 zVWObY9b|tqTnPu5RYEJ@{Cu2pjm#3h2A&Y>HOgP1PdAT01eKYVS~35=tJK#2libYR z*y;-d{Y3R=0oSnk15`dw(g6DmG1K*tzv-`kI*<+HetJ@1p8>7-J;|NZ_d5N}{4T46 z4XdF2;64E|d4%{$h~g<u< zq}Brle89A&*=mVDiL>76ptoZ*J@iVqVbKA-0OA&f2pPg z;&4lV(otUe?V>F_VW1!9odNFQxN!?y>m+aDD)b)Sv8@3Y_9pRlN4c6kK(_bg%58Y_ z5~6>nWtRmIIYql#gkVR|LLrub=>g04>r}j@tY9i67}El3l)n#iHmY=dG`dpObCPP| zQTb;Un^3x%V+R)22z#@DJ1~pQ5pFNy0_Nvcq)eIp4hBt(Q-w$~A1cq~!HQ-GvGX7a9 zy?Zng9qO0)1B|u<#Ax3&yQ3pUK8-;I-Y)Bs>o+^Y)|c>JWb#=?a@hjlq=(HW_H6_# z{U^=zYP+21lx*dk%9l`(W}l&j7n|yf?ZU3ljl=L}#uPDMXBs}knQev0Se69+Gh&VD zga^J=R`USVTef$)e*)1De7r|bbPpU;ewQH z?S7PTLAzTSUcQzxg|nuZqkkXf=XM{W0kH(-mKo{gsgBZ7N^0wvuKb-8FCv2gq%F66Iz8&~MmVAr za@EH>^H1Z$Gn_1hF^1>>VchmGr0A28UCS8V8TlEhg_ooM0+ob%_ag6TYheBS2oN~)iC&O#8|7#8e1mk5Nv%RE zYxa{xEK7FQ!DK;kK0lENJIsa2;7E)AM!6($4lS~Z{UgtT+#6A15n&sM0J%2;+iI|Z z2l1-T8!}nIrdty)D*QAGI9gKd$n{STPpW+!0FEJ8HSFRJ(WWkv@S|fHM4y zRnXntMQr6=$>344J!4d=*@;sFsR1AXKTH;Xl+5)%XO<&|qdH z|Iu+X5qpxU=aEL1L|^G|Ec%i%H~=E1I=?zdT>@q1LJ>^CM-$rF0e_7#AW%|HG?@$g zab|VB?%+ng8;DrjDqA%ZO*nP-A^U?g?w)RE;Y&=(uzCZ+(=>$g@Tme~gbr05^zBTI z2+AGi<5CSMP{7X3@1@dPfZkiXTzgF13rRbDPhG3DiBD#o(s`3<{sOjgIL|Vr170l0 zG9{Zh+YUF?f(6mo4m540x}w8(K1bRwp_sOlt&bl;n|?DWWz~mP?57ZLb0B&l4kBDu zC>RG#2K?Cx>UZc+6*MMe& zXA2m-D`*)8GAQ{~gbPpS zS5k{~7)qA^kumr9rjqbaTPRPArjo)e*GG7keGA|mZ$RbTXO=ewwEsAB7=mZPX30f$ zSg^ca+DEh|v4`;6LJ(5o{tAZY-W!wz9UFq)SI$FAkv4Ca#APoVJNVrYca*nSE%7fL zq=b@w9VRytO2>h|pc)Q03rDYm@D3=@3IA!~ce+!dj$5rqLJlSwO{FobI_e2MaSHbwY>K)l&124Ag&?!M;V{Gk$l* zceKZ>{q&t85(J;Lj+tJv8*5`MR0=&Yk8;l0N$g?!AS7mMj28BQ=%sEM*s`wgY&NWt z=3}kslIAj>-aF027d#F((Tz+v{MW`Xz-G}&ojdh%jOSA=vv|yea>U>ixL_urnGf+y zJJrw4+~b*a`s9xF?!C=0WNHS-2yfes=F+;pz~veb@xiFi>=R@dDoa)|(S(xX&EC`K z+~UF85wkz_wG~#Gf-|jESa4B=vbly%vkVDZ0aq95-tOYQa708pwlR&7=4KUc5$v?} zx4+uO$EDs&0xQQYqmqaYUYo=UapK zGw4?GgrK+ny|mi-H0I^1<&cmr-1&G(Jav^JeoK?P9(CW1i}Kas;hT8{iI1@xw9moi zW$BGfdw;C)_0>^4#i>@XP|Ev%NuzAXgo&e>Gi{f<$a%OWxfJIVf3VrnEVCY~#(6}O z-i&L_o*S<*rz&;j%eA}wbQ5?C>ok7Hue5Pe)xU1+AGdjtp{<&Cy7EeXAiY?7DFuFI z4phc`T7pwrcwwwvsxvHCLuqL~VDt5}XZR!9WBy7-{&Ktr1*03T-m3x2)M`psQi$QY-bw^ z+m@SIs*SJMmoqY#GptmCYcr5O36INxmsr-%srTy3t$Fca4|-ymu-3)*mv_5*UC;w6 z)o-PYKelKP_}H~dzEBo&p+!^WJp_AU5saMj{zKv@x!6AP91}u$@x@eccGL4xlwaM| zpx!mO<5s-Zug_aC9}*_n6357(+4zzoU7xzNMw|A$48d$#AKQ}=dex9Q0&YA-mQvJN z*B_`}ZSxulT10RZDQFwJ{nao1!(3AezlDXosB*2Qgqb}2*l?Xw((m^L33i!T!rN4V zCd!P#=L?Sam!-uw#O&jX8hag9$vHb2~HVzsq>g|9~}Zxq(q&s;P3EEG2*u*!T*{F=>kPS9f9>dtKG-?+WM&^QaT&f*Q0!k(E zIcDud|1!-cwjGXN6!dN4`bgi9qF(t9XtI-0>9PAn*3ZG;A3v3$#lw3Bt7X0BW3dg1 z2u(fhl@d@#6DMKtC(?}fZE@8q*7;?kUX{`oNBP1vUFdz6#2CzbE|(uj(3zFhER8&3 z!L$;=^t<0*ll4l~7-$AyQ`p{rGlZ+D7WKxt;MEyU&Y}jQ`fqU}I9kMy&>!Z5q+Xc^ z!V9C6bT2F?#1g#5vq`O0aT91sfjqNrl((6wF{&=SKEk}qy}G>OcbHI8WF1>dXsl4O z`NMD-G~KLFtdpp1gUl>6tnd&2F4B33yyaPgN*(E&$=zSy`yLCll8fcz`_I@K#qG)dRO24aq#8WKap0*nju^u?Hq+XF z@H-F9wVP_Te=2}hO)dp?E`VL&IGQ@Eoq_ALky&#qSf z`qG*XAKSFF<{1akGu4^Ty4WMkcc19hhB>$AvhPoCjkMq*i!SCG2!-C)`pB2EZ!9WS z^A)rfEPTfOd^$aV)MU0g%{EqCYAELu19Y9k%16i-tw87U9~QWyh5|M+WAaRHvN6(` zIk3LQ>^0#gMnimFz2~yx<&`$Woghk6Tzc{mM!T=o9j3Q5nJ*!|P_o!ZF_F-L8$nr8 zm-_CjlTTx+rHo#MbDH~BWNx7kX_3wF4ciUEPyU)$BQp*AUP+$sYJ;E%E z9hs=Tu5~Dl6Lt;E|J1-Dc5sl2k1_`N76XFHbI#+YR3?5>jc&`6(XEsBr04L^J zkI$l-$K0k8rI$mMPwq!-DINH3t$J5hfREr5QF~DNtMfq&?n!wwl|~g;T*(b-L?5i= zp2T$%HbF79ZqVImmhDj>Q})Kj%d2E2_=kj9Mifk!n&n}SpLrRdgoCr$a?^NbDPG)9 zXZ~Z#$tVhIQ*R8q)AIm+Q3rhbM=Q0=401n?_{gAu8LvRJCRT1?HNKDRWWIv`slDS! zqL^`e>6e$+6y6yk{-bWe=ds9q*COsOFBUQSM4gka5m{^bV6;$fcOAHWRnBn~L|krz z=`v2wakk-z+&t`gcOyYomU)etxp2VSAES*JLxty+-WU!p6e)KKdq zx!@q?{L5pyE;e%5udkwfB7!^u(bj&{OqDh16EB6{yh08|uF_A18;{LB!}EJ(e;^^o z;(?SQN-~~HO>TLwu3W-6_%`#@Hni^eSw8j(kd%Xn?mn3yU86N5emV7?3iAF@O{%E` z`{{S}>z>rt%RN33>@Wy2sgP5S9H{P%NG6j?|WLEWe1Pv08 zMMif{HZf!Ei_0wGWZ<1_v_D{al;n+Va>vCby?O!l8$%pDkW8-alF$8R+?nO2yCiFE z-Lk>!?ZR0CfyV-q9dl(Jl#FnchHb~Q)c9FmE2@0M;=#W&sh=C<;6#%@@y=Ojsc0(u zZ?J|oiiOblC3Oea8CoQj#? zJuVtfTghAepYna5&bsioJD$?7JA^5LvAJxeZSh>DU0P50G3?c3nd8m+g~zj+(igui zfp2wpVOX`IB;d)e3I9vUz0OKAIV@Qe5`iRClCt2!C(NZ_a8j}jIQozDA$LDe?zE+I zKI27es93+vLhj=6dKqV987Ezxx|G#|dp^C_Q6DE(K389YySh~1t*-))TX;(U(smrI z!L~%cHD^(>oHk~HyKc=zCH&(!*Ipss&$Px+;Sq)_ogA?iaTWKjc8YyOg}PX#Ma_sGGSXa4FNrp&2Q!kT*(Pp}$;mN*KD zDhRh9gzWLbn#_+2@vyFS9kVrnIX<}vzsA8M!5?1gF5v?W+nln z4opNCc_9Pe!Wdj?Hc+BCI|I@RTiZ~jC0TKu<`Ux95j?mNMW_)&WEMyb+tI@Q0i%l` zo*^L+Q&X|8()(0U&@F1GQv7k;eWEZ9OU?EP_FAJJI3@0qQSiwI1K9o>ob*b!+32Q| zI0l$0>7Nd|aBEudApxEN?d5@I7KImrlKRRbQu>1bsHoKO6bsVw=IU<-3HVW6{7fH4;e)E9JGI~t76fvuwy!1iuH) zKB}Zgf}uXSLIf{-RfFtd&!yUs*!;D_lxJyZqQ z6rp1f(QN*G&GN;u84@sDU4j71E`hD2z~4s2+Xf5c6Le3vP@lG-Mx|y?#ZOXfYIwxbiEsbbuOuA2=UEsR234EGfdC19c()J!YodNH(jmp`$>OkLW;Sb*lMrLlSj>PkIJ~bp# zS2};hzzcZwvAA44MVEt7Lep(4wG11Qm*^k;WtJ#A`pGbEpb|`5=uNvGX@OKLrFZDb zOLny<78@*nN4kwB3h%j6ZNJpd{znnTE&*4&_AlOrFWZ_q8sa6E&1d*6JX)W-OCg)j z8^N4(wKAj3AkuRvXD?vDG>s#li0bq_%|+wW^}K9w6~_o)74Ts1Eq_3#qQQF+N9 zhWIGRe?2BwSAGZCsmXaD&nxik11y`HjOt36tBr<14UgE-pW}kKGJO2xB@k{rk*EUU zYo8?=<*V@#MRymS8;`A;rWCn4Uh11fxEcpi>cUg080IqD$s zdGIw5AI$`@$^y9L8#Md5e}V>zne*EGUm6q1PBbp~t%AsiMD@oV#WU&ej#k1)l;e3l zNo-6Utl@qlH@SWm{1ldjz@LB}hW!O$O9+QMFuRox8w@B(F#2krmx1UST zkkr$p`#>T`n*E<7H65V{q_NyiWAdQ~(xKjcLU5-}Z!Rg)LPFX+A71cJoQBrV1D1yc zb5d(wWEMgD6@Kx@@HzITJdUc`R>^%1tCkoCsjXJE?|t($eMKzdMk27`QXtR_B#^mm zOL)2unmx5K+DTVzx>*5<)Hjn$Px}vg42~`xpbQUvju+lX>wt% zhIV0PQF7}Sm&UGw8#M3|V@1w=w}Y-z!Y_qc1G+J0u>g@1VTo*u;B)I6~qpArgl zuRI_*FZz#?iT|~_)O`PU^vu#B-N~*(O>1zka5nA=@2Kam70O@MV@qv(D#w*SCJq)> zT9+*!T5}q^3e6ld{_Q54pjS84Bw#tW&L45fmDg(&OjipGHcr$0EoM2f6!BBjDon|` zy84c%WPYnX)GMR*NwC7A6^`A-($LWL0Li8BLOtkpnxon5O{Tv5%Mk}jB1;l&h$$|2 z{v4XAcYWz{nj5CpYdpqpk~k|>dJt5LAWAg~V!9=7=R#(aR~UWF3}2SlT?c{a@{rSY zG>u?cHO|?D{awJZ;ybbhIfkx_Df;MvA|BJW)|Vi#ipnabO~3(Gc-t zG1t_cPi>ixhdL9`owvX3p6Fhx{gYo#XydjFQ6f#4p*`Zknoz!GyR*0=GVAICphdIs ziZu=X6*p+Gh{L7OhB(XPZX091AQ1_W;LC}}Z;9}YSC^F!h-7ssbM!Bm zz8!ljyLFB1kgi;KmZNd-j!S>+3=;23(aLbU$7i^|hLwLU>ZTQ*dlty!>QTwVzU?4Z zumf>buR5-}e>4!C%(oWw%%#d9xu(HR7r9f8X^~9x3<(VWo~Ds6X0iDu;%DoqWADgH zHhF_psxtCdGhDU$TrM@i9)Esb2j=e|7dgWK1x>d<9$BX$$1-X z%M+Sv-1FF3H)5gUOw=vZC^~SN;?T?!2SMV67v)j$BSgL50yE_dES|q1>a5E5J*)NCx-C3=J&S`02LHkIFf> z3JBq^rU_qF1*aYma4|hu^|4uZNo0u2M;#zKWo-f5$IV}|jxf@@!UI7^np>5=5ofgz zghUSfqEalLk^Z950RA*;f~tND*7e$RtdgF_a@=zqT-FAM(cdTk>Q<(XRYh(-A($T< zmogsV^Hme_aj#A8c`Hrs;LGB-%gec#NT>EUg1u@|aCc2xpE_4)xDlAKS6c>D=&bMbK?w-p901LlA+!q2I9wPW+7#a7|zBsG(Qo zBG@WL!#O`dT;~X8lje8b)B{$0vUw4|>%L2ZF1|%$#dY(-w8Zn7|01qK`1zR+-^p&w z81~#qE~@3=61m%bV%!?6Ez?=ePThfv+V6f2ZkSZL*Tmj^S@!~}e%UHmD>`j*caKNprdexsA zAn%>sd^e*>Ap>pW%3jvCQ5!O=*7ZCUCh4 z&ccloGuXn=M2FXnaRS?RJ(~H&#~Fj@;yizIZW@C@^=_gteG(^L@Z1ELo3o^t9q-~C4E>x_|;CJTwg8%ud?;S zqAW-g9EPRqdDS(Fpf!qU3SpUfqNhDpIQQX}DPUR2bGLMuMB1ylR2*eqic3Fbwubuo ztRER|)QaaLLenXAeW?}ZSzffBV4@sI-liU+6+o`+r!tfyeGTwwqK#*1ZiY(C!j7tC zloI=^jeqtBKBwqJh9Cj~_^f*vq$rL?IkfowflKx|ig(tKRBFe&^f%fALK&iue20B? z(azii2>M!9Wfj$xd@A2)79c9)#y{WG+3fucXN!oGqC!68F z&gz1sQ)e=Ox*$|^Q$vle1v2D%3GDF7`q>MDoP5V*+4FqN@DD?2>P)rt<>AehJ=+nG%-p@JXQXxyx7Y2gbcFqeE25}aQ*xL-Eh zeqlM*2;Zu<&T*)j*?7UZQoYZ!n%qBlbf>IPN9&+cTn+|o7Sr~c<%+f)UUt3otprI- zeIu^gkg=k09tIQb=O&c)_K7nEO)}CGjbs(koD@ot?^OGP8p*@L0m6A{HUySVmQ<&O z;UjfR@RC0+}5M!i6F{+Kfc`1<6c(INDwv=CU zFQ(q%cH_z->yJua70K->5b86YXdR1)`-#@=%|f+F(;ToKzD8yn9gE;QUo>CVaZwKu z$qtZs%kU+UkJM$$wnbx&PruEVuld+l#uI5@?UFOt&;0orAc~_>kzsQ*P_Z_kpjOiq zYte{w*P}`Y8XgUO3N(B)^lzMFD(SJ&7Zo$*D$C2{fwA}{sr^ErO57w^t{}vEEjy;F z>D%IturPA*f?(>+l(rx{Km6>3*gdAY!K3)>>AxR;6t#nR0(uu4DQgtwzMefqb_+N| zOM0slk=UBT49nNLv<>yI!LLAZG#Nf8nA%V^tIBX~+<%o@vVQjUTe?B77=7 zkerLf{i=@>{Y~J(eAut~Y#CCFgl_iv|mWcNC>Z zDMl^)H038UQQd?!k*uAl^%r6msj%md+GIbopr(>Q8(P>qZnCVT932D1k!VyJ8yKES zFM-NL$iti&1H_ zke<0Pg{CB7l!a?S0-5Pj8AoaSxxBBk|r!a^~rK*6b zgaLC=2!-KwDZTKV#n7Edm%y<;VrS08Lvd&5{X?H;_SQ%H1w3*6^i6b0_i87_AKVia zOex_-_!E^fRDFcDtn`PI4VcYHs45`lrUgI&A2zOrj zv(8t1!Vrh@$t=5)UyeL6&%tMWCHOizAyV7Yrg!}r-#!a%GuC$)MHKmZW(=G00B9M@ zH>(TeWl4}&-`jA)!vs!?;ag);ielYNB8#czO{`^01UE@6#9mZW6cPAXi@>J!Uh^6$ zqV6Wk2>xGN<(=K>vLV}Mi`6>wcFQPPOi*x9sC8!ZhMTUouHPC0XUA>ew)VuQpu{sC zn`v*Qr4?_@9$P>hzbwMNhS@zK70cbn(2Gw0?0EnY4##wrsuL{4#O|wDw!|<5nWS{j zE?~FJ#2<5Kh{N%o5-3|!nWk<``hpmxO@j1zG356)}DJL9KWn|3kAGjJF8(B zctcmJMUOQI{mCY)huZg1Vt+S!OT@cyZ>+k(`KBmEXRnB3sDTr)Uwk|z743iQK&xXr=QV1x=>&j}+xsHNti}K0dVQEt%Ol@8 zZBs)Jt2cXZp)~P{-RDiqfJ%KTSsytwlmATO^ckSZsf92(<#v0%cBuEsvjKKKI_nXQ zF9a+hN|d!;Vn@U@^*MpP zIQz)si!T&1Fruvigp4gu`-_yHEWap}t(=9A*iHez(!}L`(V&vPyd@SHz(jW)rpZFt z3}4yqfaF(SDB5`J#Pnw4V%Vn3$q5=B0`tN+JK7PS{LzYlnH1gG z+*6xeT?1OeU()66K!bqBLEpP$ts5xA_qGEYnGQ#i54Qo17{6Ry%i72g|EIbZ>F~gS zG%G3>V=17rBkmH$ib}kV9N@VM8Nq*g8$nPSRIb9opXymPD8sw9Ch?E&cy*)$j2zVe zdkHcqrvtzIU-Yn#(KyXY9n$cwZ!BeF(9rIw!RG|J$_AJuNLb6*`ygxZS(O~}^E6&x zQHi9H19Va@1ib{vq_k1+j3RhBRb>Ns<9qNgn#u<3r0KZ-UMR&;7~0R|!MORAn&~&2 zqlJvoNAdlCyCTE|t0fx|m=LT;yUaNo9&UE{EA656W z4pgNphLPU&IgqXT&yX;!=;#u8D9a-q5YUT#aXfSv{A`1yaDVHU+}J`D26iexcHUwq zPA9Z6W%wAK1I%=EHm^5>)|Yfgkr5tJTY>FKIq`x>yTI8f^C3JlDbQ{^&Xml;40&1 z2O{A(-DvgC*(&%waZ+_CpIF1qdrMf;8n2f_rwNRA32U(c>4upDhHo+9a^R!aZP08; z8@!`}GpX8gx63>9;hDc)h}spl>MMIei@Vve%y&pjyJsu$u>s|2VUgp{;=SrT`fI}5 zm=3_)Z<#g-?9**+Z;e1t>7ienz5qz+VHHjf-wSe)h$O12EDqP5LoaQ$6=`*q-vfHn z^5iEZbFQOd88lYxDQ>penIp;&N3Xpa2v(E;gBa;`Utl)d;;Ig@=&c`y4=HskzkJ2} zri4fQ;wh5W`qxhpubSN00GqThJ&Wg*lt2{@t8=~<&?G^A#Tl8Qr1*&pxAK2ABf|lu zw!?GmbXroS5~%4~T2O(9{seI5sg?)qXp80>0n3(LT_}(EUtn97j`#@2^yF1(7el?=w$f^Ye^~ zUAQ0&^yA6ju|mjZ+Z^3YYsqU67~4cW;n=5JUAD%ov{hD<3bN>??(>k#9>@H+{n>$B zQCMIhwcZ9&in7#uppCu5wpB1w##G-fXu5v0QpiV%tIG%02>ic*Wszeujum=PYUv{x zN%!1d<=Tr3sSTzC#K@*F@r38?m!l2NeudQsL9&BbMEzI<+FNwrVUX&zl>j}_6Rl-n_q9~_`o#Yiq`j(@TGNPA!jP5iIS&fCu$5-r7G zIZsI=QeO&qj{s6LmFDbUbOO8b1Vj!CwH3Sa-((#_a6aBW&TV~9CwjGs*mrYDkW3{8 zI?13m_zHUey(T(rMIEF}Bn|5p@Q3kB<3#DSrzY5sRlv?R^kXMaC5%yL_;?>V^<~Pe zh^&NwGHa6WyviUyI-P%oZ5pkyu)2f6#04#Gf+GP5XJ>D-D0m z0+V*Tjn=J&>G3Vye)lXVHo<1b0^$!DmSM^6C-0BD-2nsiV>7H|Yn!MfxY^voWt#8W{j^Ub*IkMrdEPd=K+Zxj; z0JNCdc5Y~|K;EX$R@BT6f)zX*tklxFMBh>%n%hY(atd-wr7y6sxg~q)4`EuSLH_@6 z$(ts;Z-Dm89gd)r^|>AbX-Y)sA}h#|`D5Sm*x60BCbAEUcNu~Ua5=hz>LS@gO6KGj>7P1S+rilh zA!B}0NIxeibM%t<4lUgR5=oEl!?;eTU3a9zE(qPrjoWxBEB3`e8`usDe{%Hk`9Rt+ zK9@c!8Tn0{iUfAzj!$C>+DGFr7`Hp7cg-b}Q*3jC=62*&OIW(%ZC#~^WJYIh_jjT6 z2+{P`JZt`@RQ$I7d<(&=xhXzKywH1(f#M+zvPL|4Xh_1nhu!&)Gsva}oSGE~u5cny zw*Fz<@_7In9Ay_%-9!YT7Sz?OL>k+qljd8 zAy8$F_w_t=jr8(_PlKI8qpZTEEQjDWh@_+1s++93ihjMB$Bd7F=iN-$NwBXy-cH9? zS}37x153-!f|3Ol1G8f%HTrqv*#H| zr_yU@SWP*ESQ*M)&h6{Ed&xBB9d%kXF`MVij4AdH`rm+B#)I=?@01~s6ESF5KMM>Y zlhk09Uw%>q_-2EqQxha$Nvw!wHqdO_~(JZXQ|Pcph!o18BIQH8k6lag#KPb zYty>ni9k=cbW^D={zc{rG|TUZvR8&o$RMCG9Kw`2BUccL@_2x=M| z_W&sct)83Gfe>iM-pj5vDAbqvyBEU`KrTzaBLSr@yjK11RHETEu_ay!-snKh4<4ntG){fU!Zv5sMVd=E|Dm+vg*^oZ@7vn9onbS? z9cpLFD8GMyF3)<2b1mzFZyjI*4Dqo=mtT1MN8hiw(cgyFb>&~yIB>{+c-E=w52Wyi z-I`chuk{(TW&k=k;7qJg>H6K6^0^q<8SG4BM1y_#h3TA#Gxw=ADVR7N(0)WM0 zMw&9$p$Y9r+l>Y6gAL9w_jpi!uhrOT+k}Tzx)BR^WwyhW{nZ*DV6ty7FXY{VALmR; zoui1ywNuC+7qWBD(5?~#n|p-zHw@ivp1oy7jd#6&bqXMN*=E(e>)&G7ttRXMCt1u4 zf?AeU>&NaNHKwF&SvQa}ErlJkhS`OMJF>Rgf#F%(Gal%LuP-+VWx-p0>)jEsroX}c z3Q4Fd(o>0K`oH-;6|Y`on4yma6_Od+3*;*M1u>ybf+F@&T^9o5|Cr19&&1e$P&JHF zP;>ICHOx`E*>vs40bao5Eh13QrE9Nh|4FdVNd8_!3E`M)Xt0L{#%j=I%En`LU%6fY z=5o?C0+r+f->B^-xRu@SwkBMrOzeMh$sbf_)N`+*b-!9$FQ1&w`gm)@EPI(4u8y~9Yx^&t245U zc?EN1(f1<|@A4rs5HpoXPy4I&_TTi8JCYuu4erg?tgPAj&w(z#YFCTC|708`rhF-9 z2med@(s3p2I{t%a0EC{kk%$lPUVmUq9AzniVE~l`Qm8h9uCEiGe$tWD3<3ssP5q`G z>~(koWgWuq78HMwh(=p;h$~LpBlB^rmGrEPHM665aBr3uvPWvU5ZKf{`<@8gz{AzP z=VYEHT^!%Tl;V7PyPQeV@L4~g1_=)oMM(cVzVHaxzXYPdy$aV4k%eeKV(vfgG`zB> zOeY!2FQrai$tusNWmS;-C0fA`C%EiS>v9h5ZzlCAn_qTK@k$6<47-oJZbK5)AxqF^)&0vl=uoA|BD@4-ar zxTGqDzy=9|z17F-GBnOERJXT#W=sDrBLex}FEZwz%3qOlL9sen_=`)_|M~NwXWO?x zf+79ZdGZzUKJQ!m$;AAW9-%+~4BadLD>jRDVj5G(&dPB9x3@z_dSkSc5Bv%7JNwvb z7XD9pAPXnPs$yL1i;=f)0sMIcb%W{9xZI`pisT(c6R20izs6e<%Gyt=Wu<@yCAt$p zmIzRpl#)>RMcOkT>6E4T=03KWN%1i?es=a!P4uo1q!?<|IeWn9ba_(1g64*ohCAHZ ze|n7}Cg%b*F!+HNLOOOV$AWphmiDxh#W17854)1kZ&rnJ4&fl z^_YDBN2`1&iyrb+_Pd3euQDAI$NX`YB|qlhPcZ7|WX_(}3nr;~WeP|?UQ%LWTfmru zWcJ+(>lX~F64S@+H%E(G2+~XT*ODM4Yf3Zg@v>BVP|qi6V43a zQFr1Z6^De~`v>}6&sLceCF_9Le6z6!QD^x+gl~8zpD23^WB*FB(Pmgy2Dl5YlU8;Ez0q-0y{5SV_nv`5EwAmk0<*4!)Z)C8WOSG;Hu^3L&kB8OaKick~C z-wF3_5NgpWrJ-Qe9U<-Uu#h*S|C6mW&@tx*@PMpFL#J+mti~PtC9VK>1R>u`D~p9j zixv^&CVd3uK;;e*C4d_a@cx_@d6CJwZz1##Ft)rCToflp-iN$59-M`#!HtDpUt4C! zMCJ8&wYIq^+eyIht0)@rgS9e^BeTjnc3i3-#%*Gz$ z$ZCk2txFfMwsrvy%=;*R{VxZ4H(BJnp{sNIq-3rx)@#q+gHulS_`H7@85>b@>koV` zDm>S904*{>GuLX$9;na0YVA45D~3J`?_((slyv zL|n8MaB)9OZscgMO_}x-z|l9Q1t?0SfhA*@6NbRTDgnn|9V4bUTS_wDtEn2NJ0C#4 zJR|lh(Apun_%l_nSx_%wB2~Xxm+wnuvXXtyvMz}DA09mH59$%d|EUX?pNa71G5i~e z3A9YO64)vbY66GuFCjj(65Ran@hN3Evb_Cf1oYpQz@AWWI@`x6qbWx_XvP%rQV4O% zA1M5(OSKNCF3I3{IbQE5_2j)6Z*ytM!`--orPC*w?1iNdeK5bbFT37nrIP3v#U~Z# zA!-+6^Aae2ycEyEwh-F~Q{whCbVS?hZ^8;cG{Ey0a`MvMt&dC*HF;{d|MNk?1~`qcwiZ#G$1e0gC_f za)-`mLZ*=7#}X#^+X(MyKJWLBM){Z3gm9(9PL=0|){>MSrozA=w|SNVHVPX`nvumX zEMIlNMq%DbK@&YiHyv8^u;mp7FZkVWvl_oEE=H=2`ccHr1gmzd!yck)7`SNyQ0N6qGd z#B!<_ql&ntyVEw@TM(6KwdWj@h|vE0%IUz|*6NSZwj=``L)2PBuiMM(9J|hv?zauS zF3Jz12j2TXiZUXtcRC^3I3av+M6P>ZLTf%o3mD?mXSr58j)A^rv4N8f|Aa(+U2|V>*m#{LA*qU!LwI-&R@-ggrL*s^tQVy-v_gVkgy(#NM8-LyLTNDUN-~G9hF`%0o_rHqBI8f<* zxAeM6v2Lsog`SII%&thBm@&{HrS{qJ6&QW1 z5Qd4KJFo$1IHM%h9gAcUsTaO0lQ{0sjJ1H`40Pu5_FJPIa?LiGAf}z5a*Nt7{m%sO z+?Wv^j*;oGo);mw`4Op*(|Mk|1^n5ty|J$603pJ=fv~nwv^i=#2C^0q;~`@_M;-n> zDHil0X+@x(N%Ql;Va9GE{pzEYwWA&zGy;u{?@NzfMQIXiAL)0MTW2#me9GN2=Jg96 zlpBqixOwEc<;;V2u?87d)bxTWeD@Q(*{L)xF^NtmLl2$0lR5Q*sa`*S|DB~CDcNuC zM?(y}7Ssdu-)S_vG_o-)FdD!)f}v|O?LY^{cjsm1?y>2pl^vR6|IjgcD_E9c?8}@K zOC@{8El-L}q*^*<9%!yu6+0gD`QE<$mGZU{Y`=47sXEqo?xwUMP$dpb7YQj+7r)dCWomV7YADL%~_E*vg;RL<)Anazh# zM!$|B~)m#Pt=?vxZ3zHP%UIsCKk& zq#+a-aWwtxK?Kk^LJ=ZS)LWSb`Q5(^Xe3%2vtuh= zdKA8}q3+n>0)_unB7}oxm!w7hr`gkxpAU8CS=1y%*n47O>22anqzm zdk*|F;-@QIxTYf`v#sx2S_AAgnKb%YUAX+fdwn8z^`2-~b^nPW;a)i~+VBOL$oB~! z-#ehz>GuBkVkn(BtkEKo0M9CAl@VQ_F8_sI`mF3|{v5R}s((v-!v>ow*+$O3dRXk< zTVt3p)KfFCLlXblaBP#ccrEMsP?rJ!=?@T)_1ziKyj_!6={JG0kVB$Uq9X9*)c9?w z@S2+tpqg(a6fPO-AUNhSS13m}B;_J)pJLddK=8-rzM+GUJ3Eja>EoQgowA=Z^?Ca> zNrGdRr&HapuJdcuI|$1k;Zmhj@J-gz3>+>MB&O}layqI*cSPOZ05lClGIyf4yfmBr$!~#Ij1ntx~p9iLBYgjZgp{kqf-Hb9RS+5?4A~t+p^BE zGq#_;w*0VCBZVP@Nrv&P+ZD~l^B!gR0#RrpVDNIRmT2`YG{QQ{`%*O!x~`zo^5%Hj`N{&O$e!`}ssM zxnCz_EWC^csR-&xc_XMv4If1S3&~6$Y-?}pU=qPi4xf`D+SL(q)#l|Sr|8^BpbmVU zi}2xjmhRxx>_~#PslR2*J8uXS64Ao0YS9~UehGPZBK+7@D|e-wc+2K=!@Z3!Z`v@r zA{x)${p(B)m|}pbpOLUG1PgJ7(W^QObn1T0uYlp+C-G~1SV=Al{e<>2tX8S}<1==v ztiH7;uxF0{)=VKKo|SX0`sZxhX^8#!bi@&;e!MZebPu)p9S8#Z3I$UAzBU0I@$hTa z`Gj2DnMJOC3nzaJl5NB5^ySTUH19ipwD;Qzwig}eYk<2E6yzTMwu+J8!vWBPNyaPCSkr7nT6$Zak?R)$sqc6w4GXg@x`D_<@q>%bI zFTRq8}t%^*zB10mjN5mG{W#Lz1On-DHu z@GuvRMVBAY|8%Z33qRq{8l{EcAJQv5Hr0ceLoLL05^v3?=}tSP$EL4w)cGlN z0kp#?>wto4pvOKDU81K)JBAzUSJhCe8R5awrtyEU62mgl-iGB;Ulkp1Ki%7^iM@Z& zp(?JVdY;WELx8909FW^3rb2-inmDGQLx1UptgWsq^0Mh%x$#`1W1W7r>71;oX=Jjv zR0yjC5$)j=OY-jdiz+Oc1*Mm{kIUSUUTdt4pX*YQsW<}gE&rt<*@k+ER?3AOL{Cc3ag`M z%-WXbi>m#D{9Ktgs@hNU+&-Xl#5?}<3fmXBQL^T?z~^Sfj!_{@aA+TL>IF8LA<1DC zQj$9+2>x=p#r{ps8Wp4d5@{?*AabY5Cchyq&cq=DE&2CaZpz^=yt*dH(bom%`eQ=G zzb<~?g2c7vIplzk_7fc8-83cG6Pp8q@%N{qEWTjD#-*m1_sTOA&3*%4ra2IM4WSrp z_6aAJlxFiW8>A~Jo~z35;|1+(dnaH|y-BnX5ZLM}Z8*#t0B@Nbl6zo?-(f!a&11jn z)cmN5y^JEu?|XvJ_u|E2w!(L9bev}Iw7JVbG}VMSJ#)go#VR>?y$UeVfM39Dw8g-b zp0m##fU+bI7&>u~Ncm6)f0uE32r7t^GsAh#@G3C%s%c6ErAs@1_) zYaoptG7i3Cbc^gu6+qp@oBRMYK{{{Gu|x}^IVJC+I0~08K{q^K{FmTxr4u{*Gax+I zcW6#__TvwGvWVP+0Q?RC;;0b-m*bt(6t`+(JA;hp24NebWKbrJ-a=4HLXjIQ~u7$sOO%BgBO4X7ce|^&q|O6qr$2Iim|Vt(S)^Abc`(4lb{B^EBT3W*&= z)oHYvD0VZ|zwIsiNSGx8sT>nRmzzJi3n@;BV-J(yN#e$ zZF~gv3;Ls}Dw?Vq$egvAzwsPrx2{|Q%U28r0vL1?J%|h|BXtceWYaV#ruqKNK2#9s z*eH&o|wk8FhY5RH>TM$$VL;ZF>?V$4reom^_eY)pA+8H7T6zFdFq1b!lN zkgZ$m6`L*$8vWe*#XrXx5W*MLy)SiPaYLcMb=H1AhK4R1Gmaw3hW1%7m;&IrUyhUwz@n!V1pNygFiLB(-1cFq#I{<2&o}Vz8-0fEoNF? z`J-`VZq-XXDzU;fdFkfIoGAh0j^=pmE}Woyn$<} zv3;h@#{z}=>spW5a*{er8}C27t2d5DWR_+-?BJ~?`&oc%crl(bJcqnzL%5dJg+1$? z1C?eL`WsR()_W}z?G734ab|oTC&1yVD8BKCSF_y`{=Jx~z&l^}ez4bsGR^VHp^uru zjeW6V2p6@2m&5j61yMV$s>g2`dB!;^f)758e%ZP+Ml=ybRuYKfO`h*o;P!8^J6~dS8+N;&cVc{wC2LQ=Jo0`=L zF9-{sdNPB1I&SDpR`KeztmQxih2wDeFLjPW{sj>3HaJ1W=()u%vQ3B@tYPzyoblVc zPq$$py1mE07{H5yk}*r?!Wrb?ORXWvVsSib(A^2e9#;I^g@Do}MYceTWPX{2dMwQMmlYVENkqv#cNf#}=-XSC&u=3!@ zv+A&9ThA?lgbyIEpRJPV{0~-PAi}^Gkk5I9_H!2FfB?|izADkA|Lc7bFA=UnVkWlc zld~HfXWgwai(Ik$EReOZ7*npX0yxZUmx+f|=%2P|s?ZOncM|25XYCT}G(Pbp(aqY~ zozqU;!&EJKXrZQh>Qe=?Bqhp6F4)0B_$*^+vP(N{_~ZhIOr^nti=gIt9;{F8YnxQ>JS_#@_~Ow)hb>$lQogAPlU0tO!I?PkFJmY?q#tw= z;)Vd256YEr$6(_4!ndQW)OPgxR0nxQGFu)msd$u7;AwA9I-eZb$R6hhYgp2irC0CQ zu@Bd!iT18Q3YxlAPiJ>qx-WckUhAueGU3^`VBWbkxg=k9Q-k&f_BfA^VF&$hZHhrZ#?_0! z-{)smR;~-bHN)~BQ1I|wwGP&Q6x`AU{B8M?8t&hw%6h}{V~pN?#&sQv`jwE`G5vqE z^yP`1-LeKAxCp%h3^kG%l2?A)RAxVM*|!n3vg4S%`#WEa_@21!1V01nwN<- zWx6uY7)X6HK}0WV=b(kv_;{C*cNX=0=EqPTF7HvM2?6V&0 zt_uByH;O3w0rxUkDv_Hf{M+M4eu*)t)``rCFIQaJVTz-?!6OOYd{&2Z%=MD}Z)a|ABcpR#DbMeRsRt@?VXFd0w}X>+NY-e`Vu2U3K;QMo$UTVq zuZWar>O$aQ@o^lVjruN_Wa2z7P(8H#o0M%K;VsNNI}|6WB>(oV{99Z3i$FfdPx+?y!NVyf+_vg2gM>>(3$XI9kV42&)8gDVUZyi{&-11y1+h zv0PpkClK6_OHy5)n1p>)Qbj%?%Vu04dckPX2X>%u4N;tv@$=397e0Wzv0uCP6zovPnbqf&DMn}dLiRo-+R7{>)REEUv$k}w{i-GY!15ZVubWtoT?KkJ@6%EVBsqd{_u=>bh>>~}I4 z!~V>aB5BgpQkcgc9e*H|I2y@Q5xirb-)?*tP#?zUA-V@yugz759k_^J=babUWw`cP z9z42NH3!`A<`+DwMbqyJrECz#X*8)kTKGbI4m-1_c6LFu5ecz>vg_`2-t;hMIiuq zqIcxwZWyckXxjhbor8y4=WmL|6||^a#&HLR9t4v8uiWq&qDsrU*E<7V5S`V7C}=^p zy2tsH2{zuuOfNEraTO~~_*GN*RZ7{?dtPMV%#r_bLPkgS?C>AQ&^v355i@Uh)n=GU zwf2@b%HuyC+m>i#X0dPxS_H1`5z&S2p%JyTJsqCmp3Ejc43T8QY(98lN|0Kokw9c zF6nUeDn-ic2INJ@4))hhk-UPx%w9^Bw?i<&`;sw}$kwA7(I6>;0@bde-;G@(k+v&e z-yM7B^Q`V6VV$<;p)hfhjDLvLD+gh&FMC~3w4DZrgiq)BfTfNe@tnSt+dW_#Sk^Ca z-6<5Lul;v5uE5lQoA3l!zN~9MfLoV_Q&dCn0vhL&>^cJ!J{fMoUxSf2)c6qf3s$Do zx9&ydFtZyXq1z9fX(fd&fcF4{JK1*` zpi^%-ya8oB5aHS6R(boXBW0PSp9&jw-HYuKv+B;yEkbG1YP*3VUuk6+hybFJ*fa=S zJNX<8@q6g8V-`^y7Rh>0pEW*=MGg%iOp!aioI*O=M38iafJz{T)BYZ3!B+_6>=H&! zd~=%1kbM6|B(?S<@{-2lF$oNW!UHpt6-tUtKVV|tgfhdGqd!l9V7K#vz?AKl*70`t z*$i_nnRSEP!Tm{QnOU7!WbZ0mwBcwGiWE^2=~=F9G4yXsQAS3=PzsMv+Tv{I83E1W z+3dUK;&<%_I<=}PTm}SKhnK7=+0t(_F&?EM5HwvthW_ukeW?dINJ;J9>@CfJCGJN0LGEJx`W zvb&#(T2&S~td+0;mJq!HHe-s_wSl%P-UG@vVIWd182wjLiY)e929*aqoJ}99R*Ujk z=RZ^lJQ-f9q@*t=aeY{rQo~A7SI}_ZKIox-J0^1bgNn3XTM5GF^FRp`lUm{CvAb%_OmvLmXbwxDy4d4r4KMvpW9@t3OhkYHdA+oM zzx*y?KJi^|f?4Yj&;I)J(IyV&AmsJg@Dlt{?Oiky%$QQP%t&YXv1e4Ae69Z6c&);D z3COL=&%5cY!Q}R|m)Q^Jo(VPkMGQ=H`2M3GwvUqpCE{qAHZXs^bM0Hu`lN|NJ6P z+d_afM6>UyT}2t^(6J$P**_Do33k;<6fUMHFj6f_!DKnHFOcPzs~PU>X=MqNfiIvX zlBz#j-;2iq2YJFDY@*Wc=r4RQ^taXjLWUqbHHY@f398HNu-=RH^i?tUWa0IL%ZON< zat%mLU*e{-ahW8!2JE@J1T2CBH%H0BP4`QIWuls8Hf)o7c6PZns>cG0ryt6>VM%>0 z1%&pDXDMAhZ_NrkM>9AoT)spIKgaa~ChHdyAXJ9@8^|_@WCk#J+YRZqJfB=Rmb6ZG zy;}M~cvvxaqck{AAg?{qt^FKI2kDf*XkX;8MM#H>ezaWrOS$X+QU!AGSq3wF72>n{ zR?g15SSIiu&;t$ILJldc;Ym6MnpcNVqzKQsI|^y}2O!9nxzobWy`BPt-SD^@pVB*$ z!C&)-YfxMov9;8H8t%o18n&Rt%we;Za*q)E+e%1*Sq1Rh7B~SQEaUwa!j93}0mX|H z)QFmpNZ&uriqOoJ70iM^ZY(OwBH(E>C`VTE|5nP2q&{=yK%D;x7!NF|v7g@nts^UE zn2d)e?fRVAe>j%sYh4TF83wfnW}O&HX|z!xv7C(%0NM6eB_OoNwx`mr&}uiuOnLej znO`%17orL|UuFKT-4Oo~fYs|+CL)a7RVaUai`m<0F;*`Jo-f?W#`JjpgpiM}uzjvwTjUt+bA0kvqhzs%qbOXpT!4LUy@;8Q%>>Z-43%f1X4-m-7Ms-35#w=0yJ`h^nTr6zDwvGR^lKmlTO8Y9eh`{NHB#{UDIW z1eIY{STA_*>#lgMm;*z&@k=3>O0i$gkZtAU^pmV#KuUvGNvng7NGLc-~e*#6hg| zrvVLEi!>87d9sNi>*Qq+N!@GioNBTghMB;UcLRW@+iM8|i| zN0Q$liPJzL5h#wS=Z`(upgv2I}Efd5QKZ-hac?C}Kb^B&VO$RYrJzU&vUJ z=3*$Z$}yZPTDzUdZ-ZIj8DI8Gq)^Wikhnq+sl+BvkUc`y!>3o**w^2{Dsl>VGkd_Y zud&)tq-dL#zr%7fg@AO%v^EL~#Cu0%Gw9$jO~3teF|15jhREv4AvjIb2o&D!b3s7e8v)S>j;Zk8T!h|Y z5fiAvZ@4gcumSM>m#hp@=pU+kSIoSX^v@5ZUPUUa54hftMw_b?_a8Gp6(O27f^o=f zJZwS;xERh>1>_$X+i}*N#`s)!Z%i1-t8`(vv<|GrQa}bSz~Y6@HeyPQXcV<5@9Uu* zr~0$}5Ri7OjBLoQMAD+x6uvH9>5)JFSnMHV8rgmT4Uv!Uj}Hv9J>jU&KL|+88)4*@ zK)&k{`Xp4jS?-&KJW_T|&M+!cDWB#-kZP}YVOA86#26qieh0z7;Us+1bnwu%A;Egx z3S|#SH|GcuJRsdXZdA$W5X_$P|MP*_j5A6x@{8Z+QxI(-H%-|r-ky*}pAzDRHf{h6 ziuwpUJ>+4iIJ+}y=LBW1f5~V~B^HQBL?MOI7!~K; zjIY%_7j#IiBh#@+DHyx@5d=-`tb*L3p+9HvAB}q z2RD2o`ny9{j6;W)ux`ZnHk1AO2;OX9UPV#Yt+%KBMxm*|Z9-?DV$$}?>>Vd*BN=2o zsD27poTocAs|BU6?~9(VKE>#=RnBq!95kg&G9&RvZ*8;u9fgy&9L1 zdb95$!9UV_T%B_;076;{t==5zOKYi?@bPyU;8&bOAtmY3_-*QG z>~0_6$DBdbTF^f{ZTKH7LvK@Q)GA8MNCN$YvWdNI)jW%XZ^HDaEulej^DZZw;>r=g zsDBe7X(O~E1mV#Cc;TFZm?uHm3LnsvVhMr}Pa#l`?+(7Jb9tQf1*FS}xGzo8rasT! zM&cc-ul^Z2WyUj zrHP|$74!r1U`p53K1x9wNQ-Hnfe{Vu0x@xTsWey651O7<$3DUa)ZL7{0mnaa* zEX!A&&LP2RqN|`}sJSCgC+#t}8eaI9oArquf5gDWgu>Ty?djk&vAFSqC-OVX**GFW z#nd$^SHM|wt&5#Y7v-C9XztCJE+1wcsyV3z-9N4kG`?;N=palViggghU_6j&i+jeI zIB8%2UP%x;_CySOlO3hV7bLqznf-;7{+@X4q1#}g?mg)b6u(4)SU*%V<#Ru*Kq#&? zh;bm4DQQ+uBXvWu=IQ!%zq*q3x+cgg0OkkvCk>cQidT8yM2SGvwpx>>jjhvxhhvZ& zU}X~q&kmDj2?PNFgosp6vvhq931n{2=DSdWHMogcub8z%zJ_3@G@ za+vLytKR?qo#3K-L(MnxUVudZAJu8ZF6{~k4{nACG=o5K!eCLhza20XmnU<+0w(N| ziH(Fw@m!Lrjd7^=+63OrE|Mu20b>`s9i49tYn_RTB1RDNwlop%kBTv8;%oH=O35%W zz1=1N?5KX+K)J~sG&k`k>E*{EED&0dpoQ)an(rAT*7-~-*yp9|1|5w`{lr3ONt#Ru z&xVatL|J;aOVcApfb`Nj#p)DnI#k;HsI6Dg;o*Ne`<#ARd}6m9&7LqF&$cbVp77vX zbDRlj;^e{>Fxf+fCd!!C80sjH%h8MCJeYB+`S?7Qg(zL0$V&9^@#(E~6`X-qq4S6g zx)Gra1EQhgRYE2v=D#?nS*^_lr9Rs`$}Nnt1H6wSbw&k&b;-Fm>1SVMq$`FSIC|;o z6l!AJwF>#Mx=sb24K_>z~86)u0xN)$oTKGrg`a|^PBcy`tUq`0xgj6JXw62woo z1!fFfAR+Gb{TRdS3Ui^J!BqG@XQO;_L%}-ev znF2=8yc2?X2ZMB=?9#i#fCwAp-E#;fe*WMh1g!3-*8!aWUEMnuV09fBl~9xeIlVB_ zwEF+oWG}FcBg!uEtXOtnfLS@2B5ohaJJR(P1mssJ4BiRs#6#gh^el7veh;CkVcZ+5 z8(`&Uqpv|L>G#6hUG814Yn|s+Fxej5|F+f-B_Rn>)W^ugHJAn4|I`IYjdIe0k7VZ5 z@^&q6E}TsL@&PZ31uxqguEWqZKOsuSj|O?1Z1%@LY@Hr?8@R|hE57dXy(7OJfe40p zhfe`lcAWX>~DJ_FH6)cfo-z+@D5zI8e*arjl*#?XN$OE>K!BoB#qb;O72$w{UJq<& z3TE6YsSPn5uzi6Khk2}ftBXq>)*9BGH-gwR{AT>5Ku!t#=0%1Nff!qe zT;X2?5gSvSG@#gF<^yEGK{)8BZ(VQF|Niw=JcGc@yvE&Ek&u*rjX0|RgG-5_qpQFU z>mKR39dNS}#k{!-&P0P;4F)ft@e5d81~LX~$$DwYE~+ai&$3+;a|T$D3i*zYzLv`+ zA;ux{hK~NI#{j`huN8_C~ zmh!R9VxHuPo(;`Gauh)+Wx`1c#Qo#O@v+gmmW^Wc;mll>jq21xw$UQ%irZKG5b1h3 z4iF@O&HH#oiIm}tfMS(Pzq2#D@^QB&=F9<1-&~? zTKz+xNX-(zu_7L)>n5te%tFMScFPUDu^{a|NW5q_IsEqYk84UaZy+RTnHENJYWLqg zTfo_oLMTx4d~lz?t$UG>?c|p}2uxTy%55Du`0eq8k4~yyosYjQ%J`q(9AHBX6>Xq~ zH9yZy2aF7u5*1n~7KAm47>Go_*u!5pu+;z%I+nXjW{Wxt%tkB2gt4WEkR(|RfSd2V zrcSYkpKTf7TD2{J6deRVHb2C=USb0$`W?QHBXvwcSrSya8^GSQbU|eI)LyBb2n$Gc ziKZ41$(e_aC$mC?1u_WaT6wHO2wG-bI+*i-L}VHqm-u?F!6CH$0XAMoD#=}ICQX}f zeIgsCYn@rP_8?6M-H%PpOQsYU=U4e|u3b4|=X3)HFrwm;7Kz~K9g;>4iX_Zb^L z8O7&!s)`;RP<9R4H~#zAIrupSeUL4tfLVKmnZ=Z-tR&NjSzEn|Rf7+;dv>X55Lq1s z;Dp8`WX8T^Y@}su^bf)_M{ZMSRbjFuy*E1dhl@GGZb@+|vE$J1`N664Am*4E12+a4 z9L#*`Jx7Z1FQ;Og8fR*IxtMfjn1j6%O3AcdX6g=VrxM*)u2Z!?@Z!3wraE;F-|Sg~ z;(5$+r7^j?`A~f*s2!|-GD`zzxTy1k-e--^oKRk_aRkfem4A|6EJO&b1Yis#!`EQ)(B;cJf-$mv{P>h}_%+Hb>@*9Rb zOd=X7Hi*~6jACOsuvkteLGun?9plMTr7zcXBJ4t1WbU=$hL%zv#!TGL2i_~joRDE( zGr5orycmGve*8?q=y)msG;oqnAXzK(hAHvpIb;vjkeh%|OxO9jrxe9`xtq%xEh|1v zGlMK`M(Db=J;faX!01(sJPy{P?>vsO!~u(_W&CQVE0Fb3ss$`Cg!%}=F15pzoniZ( zkh72`tnX?JzT=;#G}Ory>i}H{0Hz<|+Ftd~V^7j4VvLXU)8BNp4vxGT^2vX6I$G)R z_z4kmPRVRo-4*L+)C8{_ig*hms;q`3ClW5h*@ZZu_9ZeJr+OXKlk=*86i#l}SZm+K z5ie88>4Yfl?Gl|i-s_JfG*oL2REh$L5}Sv-Kg8c?kL6VSMqbFpd9R94)IP;VJ z8)X*VeWSLU-TLc^`m2eX>%Ekl6VGdfo4xw0l$)EG>nqRelbapS%R=Gno14pv`m3=m z#_8>``kVTjtNP2Cs$Qekm<2eWdi_KAV_t3TE4YaZ4W}VbiiNkGr`8|s8tZo=L^G-R zZRkbWpIU$VV!N+$L|%8Xw!pTt<8cC4z+Z&6%VF72lwyVY@&bM1UfeP8ryC2up7xsZ zXd>m=q&I&uTLONZX1l<-NK%ZYP+7L7AErYaah^s$LVx<+Y7lLj@yrP!Yi>+HmHSM3MfNKy%M-Hp)-43<>Juqe%ac%ya#yS+t7?(SZNZpk zSg{^v`CaiX))PIH$KQ|4g{BXRI9~@w{5VNa~%RJrd-+8%I~&p zP5V|>P4RP1Z41T?-PR+2Tg*Gfie1XT-I!<=8!%3Kq9ZKM<*v^hpzqta-yQ$7Qmsv4=2(krs|Iz#1#7v$!J7ms zI8gjk@WmnUbYV*{&R=*I4AaTa9yYo-|B2T0q6u)H-R<|R3FLW)okjuBJvQtUy<{Cq zuk0yjtmPaB?;71)$F!*0;dkszPMGXwJcOzOYV7Mggs}pR6-Jx|@!CHHefOHUfB%}~ zB033?UoK@KJPFZR9$_Ios`(P{?0UD2pX0~+)yEKmihCMICEA=M1Ztlz_cUG7fj$FKAUw3}?vUUJDJ=xK4grAg% z&7S|qdOj>+PfDM1^jsKh~4j zVAXHjR(}E7q`y)Bmh20zKh~$hLSpOjG>(qJ*n~i5%)!837Z57MUUSLd-9-G;$k5> zoan~MU_`4#R0mcVQ!By0cw0E7RU)B-et$tK^SI;T7k!e>VLE5pMWXh>a;I1~gAT14 zSvv47uG}dJqvK+c*mrvVJ?EGGjC&sOX>Jz2;WsZEi^`pHWU~pMan`=1QwgDt*I`E7 zH$H3Y0I#CEEq+C(QpeQXD)@zG#ct45D*v5n)LMTY}%KlH3^x7?`{`r%Tm#uz+* zAS2ew1NyOdlpC+e5qj$K8_eV~vBB)TJr}IFDL$OIouR^MNjBS!76ZIhnv3E|sHqiW z5?((;65hfr1FXQ=Dyo-AkwXZY@*ryu-U32;m5_zIHW{|KOi6fLbKtI2eG=WMhp@YI zpu0h}>O9gbAXnEB4yZO#aV?P$2|%aMfv;UfnGw0s=~L@wiEOKYNe$d z{0i2$S&7d?#F7MY{ zz0@~MAY46E2)tH7AWA({7zL_k3C$2Tuu#$4uM9L_YzT2T7Bxe~ZVRLg!II)FYlccd zi}4y79as!@FgRGlumUDjH|O0ll0Dl0=@=M%K%rx=SB)(z?EXLB{kp!JwT$tb0D{0< zUQgnpd=iRodjuB2u^0L80>A~mh|7O?0!%l=6Dt@U{3|}t?SH;Q4Ak@rTC-Q=UZ*jz zrSz+e=|z7N(;J9x`=@{xwx}s!>Yujqu)Sbt16`?*{bDEoG{aWEDG|^a;E@;aZ|RKP z{)=CyE4pb zu<~E!Np=)oH~I0_+TxDa*ka1YC4k>9@37x~2(o_Vu?*t~$FI&1Mb7{>1vK*KzW;DU z(a|pRTuYr+9Zg6sd-Yx4fKWtCs}sz{CiHY7esZ>jf0m%JXyuR`r(y z7(D^DJov*rped=os(Y~8z2!hLFFOHLGoa$hfrT4VC`U=!{@$_xoT7PY2Z zj?(-Elc=xm$z;F646d|#IMxiY7J=nb&@Zp9`!xaYD(Sd^Y_GI}I-iV74(k}A%q%qM z#R-@gp|-o_e?FLu`O{;v&g^F&`}->Z9lymW5E!w{Y{aU zB-ArHd@x#sH4BFPf4xF7Rk z&o(4kR}0&YZm%$=g7G=5>;EI#fuLX6cm#yP|7X`c`CB^5%he(&;(?&}49x+kU{!jB z=4;ZyKXJ>T2j8o}6zVI&rbjo+ThxNB@F9A34JL{bV<9tohpwg%RK!B5qVo#&i4~OT zz&^2|OL5hKCrfQTzWwTQ*h*A;>T)q1ly5%P>rDH#d?)``7v_HoH~as$(2_*!_m`vt zX&?q3@|W1^KtkWl-=X&*;OLPp=w=|%^2Nq^3juG`BueqGL@RRC0dj;1VHnYXS2h22 zJ6Me#Qt0+cp5tmUa68y?JRIMw)PUXM*AA>BU^zEnOg5hfT83t_6f_J8`5CPQNIaj{ zmV$n4I{Jg}u*XmT{|f$n0;&M?1Y(g9(C#fvZgpmvPX zYDCkQ~NU)ugI?eSt;h|w`jdmq&Lywa69G9{{7A-5vsYmn;;p*;C-kttxt zRjlhHnYO_gv0k)-`mUbmR)CT2$d;r~%XMLW>P-qfj{J(%RXx%x9;;K$m6tI_w=`vD z@=~Ty4l4W>qmuvz{Ox?0&oQ&Vd=y%e_jP5xNoP#8$9gty?~+itlw7tNWutUlcZXPO zxfyp#QH8e#--14&3R~Rd?g*Tk#)98$nQM<{SJYiB0GU9)D|n1wzn^j52hSWYW@)=@ zb@qKf9RE6b)!8>tf5flg5qe!ZgSu32D-UjL1)nN~I{H<^qL1cREv5VrmhbxEf_}fC%jO}uQgN%QR-ouJK+b4Bozd+Bf?Idos;-Bvg zZMC|Y7GC|*fvSS4{28n3dYF2>a_xB2?s2`ab8~ftrF(sNr67E{r7L{1Os;!v7S2^K-`IbZ^Y_`uJ$(<|0c$*Ax6S0luHV6ZSZ}X4CaJUz!mTp0D?~I^P=eJX;dp zPbn0>x>_NxcRK?q=MWTS5RvfV;NZ}}KT0@XLNi(^csMvZ1UNV>P~v3H=J?L$t^T`r zZ&{rz%s(o1%Qv%Q*Bsm*oi-&iqt<+!(;}nt)Jxp7k8b+WOH%$Hq=VOj8!C)e3ng3& zQv+GZx&Rl4tw=B;;tI?xuk?CiHTBk#)snOrt9`*m1yR@ z=_qaA@f0~`rfpMKweC^T@87;QZSi6+SX?v_YhGk~F>YV_hLcHPDyL<(3;S%1Psrzr z81G@E&ExL(aC+b0iJIv*OXp8|n3QSyfKP1frT&h`2Lz+`q~WGR-ml74o2G`H80x~a zN%(bil))Y-mN;E?pok zjn~y5CvVb8qCUcC|7<+ZgWHWAP0ZlaJn{cdy5?5x;zwCHIP6V$IA|%rq}#rEZDVAp zY-eL?X<`e_e7?Jk?Sxd>vWEw9`u_u4K%~Dmy&1WPH+Z9OPf*muQc)5wCCk?}F;S5s zVG=e7s6j$)Y1hlUnAQ9O$E-XNUUbyNEGl}(KQ`xN0wAS42Xf4uj&9pc0Ex`={LUj2 zfBr9DR$1>MDc5O{|LafAoBmI|B%c-YG++GdPw#F{4&tAB>y66iDl78jUw?W`)<6B1 zzx<~^uh*L%Jesfn^{3@#bN??t|Gb_pla*S(DejXTu6!)YmD<4nEf+tp@5@BZ*UKc? ztg@foen0$qrPBPT-mIwd4ZODRMBz`pDo_7fB_s2jJMg`q{_^K_`j^{&bg?o8@nM)bbJjp1*QOu2#$)bG2cwJifdzD_}G=+x(V%xlhYv zZC$U*GRZf;Z4$MDcV|V}c}G?(iq0FTY0ryQvfiXK7=Lx2Y|;%dl)Uj{QEaT=sw^XK zUKA>`mZN|CZKD>8Wd8EnGD#OpYy8x@FI^GrTdDGMvia>nWtDv`&8tna{tZ_3F-&J;I)uOV^>G7;mbK6E9mg*_ZEY_42HO5HgYHm$#l9biU->&b$6&od;*)+OM^5m&XGV8)yP}r(emi~;k|9g}4=6^bSD8P?cbjcSP zcw+0J>dtxr_}KnIKRoCUUS4qq1NXpz{|3Yr4<0yhsb~CyKJyG*@nJyXN_61#4_u$P z65wckkGKL;_ULE&_>3D8R~-F}LtGi?xl!*4kUHdg9GrEZ8cn~a&(IC1L(SUP6eVUI z!`vd4)-gS|NYj9N56~K>M_q|=2K|VZ0~8W^2H}BA(M@x~p{N7TI0s&zekLTj4K!e8 zjno1D#Ke^tx!}+gh0$DV23i+T5~-C&th{OJkTlTTCT9(!1;h-@d;9~J;;E}?O+SO{ zp=A^$k)V#zQ*zd!o*N+tHLa-`#3-YrR2hkcmUIBU|nIGS!0 zPy47pE;YA4H*1`m!^r_shq~hEXDGV4IBQbpVpdB+w92Fv)ApKNkDdXe!KhiRgpl0U zc89WWv6chUBI&u2?}<1`L~h6QN{!{CX~5CCue}*1Rk5BMHCi7fk>n4WBa%Nj>j5`6 zq%}2~r)89Q#!!^I64F}lY5owpfOB(bFJtTuMK>e840Sw`qR3N+_S<@H+OQV-{0r{!s5Rc8ApZP;-HzTc{w()bcg#~%z zWR%vQc)-%YU|43>E~(pyRDBL3F@7P|zJ&2IoWu{b&*E(_H3N+)D8FFr4r#0O6;2L3 z7OB!QYPdil2V>(q{15Nv7|%55uvH|g(YA^jE!Oscip^q;M?Go=hN29u13E6zn4H3V zh%IRpQ2P?}tD1%MMx>2H^*^ zz1E(I%c1Z($L4nsaZz)NSbJ?OA7jbs_ZSpF&f4RwrQs>(vm(;V;FSUGnKZg(^oPqZ zg`75;8IZPD<0_I1IwM2MsMlo^T{;73vQmuYi)nuvYEMf&6LIop_`}&z2KO2?$RHF( z5?wA&VSGJFQG>-O{`hQ`AmlPXwWVPALu&~>GoXD|tSto-&oSH%*i4qg#;1m-l(h`l z$W^0gE;R zTHYuc)X^b>i0StXjK^Ryr;N@GIMiwEHL3MJn+XnB%%>%h#Mc3byp6pkt-rQNJOl)=@{qLQ>RJR+-u^6X|(u-aqE_$K*D+%mSk&26;2sC7^My$&@e@ zW#n4pYcf-B`~s5`V*IJgMFlmwWh|dh+XI))G!9t)XkWr%3OY8c>t>9FWh$$t;>mdQ zfUP`)v>e17K0wbz_YxTC<#1wG^ug6a8M)TADL#+HSaK%cTYFl%Cc(t$rshg|+K8)X z)%K0j1(R7|a>TSvG!~YmPROB7!#OVEr*kL+MK7_B1F%)H@kDx0)rTZ!B z>KGGAFj=-fOE*(LrAG5<&t$rEX!KNLOGf9IT7kztqqUyH%8XQ*Y9GUGrYaw^`9z#j~1Tq(mj zrW$Kaus)l0_qfVk9UZc@ck(?h=P_c9xR?qDhi+Z269&5`m}gAJ znXO`Txj`B^#2y!)4vgJlIOO5?7a5Hp(B z;ZHlF914fDoxjXzj7J}^k+?(mdKkaJAa6rarYnr;+X&gZGoKfW+5R^^XJ_))465-u zEFY;QCJwgjo8bb#9>&)PY+qW$)+n{?kT#Kz-Un>=vx!S6y2UK=9&kC7x>Jei0QWj- z)g-R+xef@US>!WpR;u>SOx~Z)G)5kqL1(L%b>A%=mpDxI#dONDJhkU$dYl=Z8?aGm zOs~{PFNHSDd#H?zd4}oGkGRTrjXD{+(UqY()}$7jSlk?{4!I}#s=8NfA zrs+ZF>?oD*H53i#XZmy>S7Uc<3)}LPu~kgptwAWvXfDB@<_afol-4&=#qHss>zZ}< z8IMqyc$?~-Y$I`c23)s^kt$vnn7L89-BOgvx>KETjl|nFv5_h+;%BUj$L=f87M9a` zpO76h1Evqs zGi%!V$4rIYJi~Nm59m&%#`;rPL)WLH0=Uv=uej_LkG$!2y z^y!WPbA^^2xBtp$4Be=@j9Do=18zNiIwxeV47gb{`cscaTyX~66_@d5Ms}DhZuff# zE%DVnuynMq|3m%y@#D*1PfqB2V`hYtlb64K{K&n{w|^b@VPbjFlatVotY2{s_I%;j zkM`UAxeCd9i8M^Ic)-KY_tjmN&VKfT z-yFC91^)NuK41L*j1&wUsi6k0*sT1}l^e>Fqg7vOD90BY%JaieY=!YaY=wO}VugMz zwnA5oSaBpKS#jjc$-CH4P9P=?VJtSQfg@(IJU14zGfrP@T8^OZxW1T>I-VG@fbe1( z?a66$7|Ri>FK1^wIs4uhBYPN&&B_lWxuL{nHE_g)A(S&SuAnOn#4J`g5aVFr%K=hP zj8<_Z<_ZU%*ieBhw!nqwMUI&6IDJ7JDJELrz{F5UC>J+5az@$pBC!~3;l#e230#19 z4Fr9@T%fXWd_nU(5Tifnkl0wB?+K12=Ym`@`5HK4s_nUfoY)6~rVu4nZZOviBQeuD zaO6ToxrB}HdtzgORESB~!i{}7@U=LI`;vjnKrU35vlJ+x|m!?bYyfgHM6c!R(dqnjVg zO$_~|pk@NmqVG}*Zcav>D7-8h;r zX(dCs;(%VMTp)1ZMt#9(+85P@*o{Q#CRc-6xK7YrE0`uK>m4SW)H*c#qR2N%StiyQ z;5X@_OxC@3!%OSL_2Fv!tt5`|o~YTfvVR_x)l+ZyR9UBwPp+-g)+a@|!DG66H|gpw zDXr;Vs~lF}8>>ZSpBR2v%vA5Z%G1Jr@ZYMW+uFc=u%|F z8c!=VSDE^xO6$@!eg`4V7rl{nn*C++w;ppY`J_tj?4!@e$@X{axb?Gqp4=z-JWX=@ zvl}-m%MxVdX#0CPFYLq4ueblR=uK3WS%jIYnVxo5-PywNsUnVSA1CQ7S%WMyj+)x0-So9*uzA-NZ6 zmKC`w(}GZtGRf@2>~E7&%|Ng%VK2%w-z-yQf7D_K!{kq@H%?bJ70!Fds@yF9TB*I%tv2vJ z+W-x-d9h9(Qd^L6HMhlX_>iveRqv$wTos>fc~v=nL4?z^i)0Qw*?zYq;;1O8m)$5} z#;oXFsCi-=$ScrVTV+6JfiipAWv!r^t1rDX5LXa;YtZ9WlG(HyC7F68J{$oKYNl3c zj&B^^*xH*XIGK6UGhCV327L_IhrpN&OySAM5^r#UAY7^})2w%egnfC(+X|dpdanor zGd#ZNO^QuP*p4K-E2=V2I_x1xoz>>HZ?if)i}qa9^LT;q1>>a1VfmNIf|%>5_-h3| zw?LN8ZBtA*&YQ>C^060LEsuLMrY2XT1ajV4a#yCG63t3Z>>7on1{i5RB8W(~|F9;E zo~#G70UUtR&T8=P7MOIj^~J@FM2{IXH0 z8HH~z^1^1khI1F_ux3jh(NP3y+!l4sARFq6c@@Z7?F^}VG&JdcrM-7$hssE9Hoy@c zwHmp12(33MlU15nKw+BXMbCiy(6&Z>y!Xw<8+~V7uNTg zj>}}OAF&kkVtj46{OUd_GZ=_`ds-rlurFRGWt#M?j~~?p>Wve?&Gwgs>h)NUnFSU( z5V-i5;J<9otJiu7NRhe-cniFCj&8YUnTdDTW6%NgJVm|+(`ru(UuxdkJ4zk^$=t8N z{j;mkYotaRu4gcXf?&zH+d-4wA-k~Q0sR)zQSM=b($wccQug?HPbdzqr2 zMSuc>vchs+;mb!rH(>Bd1@6zfBUx|%Soe;=3FEpU`qgrJtJbq3$7qQ7Y?vPHT&>f) zo_3yVJy)A$J8?-q0Utm}kG5YQ(o6xAcu+RurUgp0#+9fLjkt6u!(my0a)I;tp3PuR zw<;qw2I7m}Ve#$^J2aIhBE;Y6W?6}aNe6HD?T`@~I$J zo+KqYJ4<;M)f$%#q5|q*LYERFA|mE#OjRuzx2jx#_n#J@?B!hOfO(I<(<*)HUDJUt z$|A15QDlgl0dt}{wEv>Vhp8Br=(vV6pRMYGsw>p=;=q z*TusG3|9ho!1`@yU1^AC#`+Z^u~Iz}R`3|&nf0d7)+hyfCIA3PY7QX?=}mx2K>V{O za9C++CjyM(55c>mRF1)vp#t0kYye@kZ-(eFZ=KJnDs#kWK*!DYo6Vr2guuVH1UsDr ziayv>zf?APMe(&6t4pGn;TEqqa0!(Op z$KI^Z)vUrV`7#D?m>K;#svz<)Y_t<#0;fPm^-yTTu32_iSf7wQDoPZT3sq^J_a^ENBZ=wuyUl>} zC3yGiP4W>R05qM0=qa$4gnA;2!0Z4AK>F^$1H&ANFL5^7djbM@pXfUm+kYlG3fByH z@d~+z`Jw`a2Ja1a*y0V$^nM9r!EGDuD38%>eFY0_vBoH0EvzGSC!i3PBEPK`MPu?I zjxQgqaR5#%5lneeH z_(y-mv}hJ{PGl~Q=YLCgmUD!n0jxZPsoL3}V}oRp62E%g8yYjxyHOtt0xPwG)~K9X z5o(;wQp6F>`;Q6`p2=Q-Hg&-PL=(fo2E&g4k*`~-1 zG#=pxTr*n|8kF&&fLI2B?1y5r{R3QGRuEsuKAtb&7LYGYIrJ{J-?Xu~0%5eHirTpz zsu}7+iQgr+BxCze{AMliZnXm9t!D&#->VE0kH+^SU?P|{QV=Pi2=uN~fIXN+c}SjY zi*%7L(CiM&O;uv_@rWy(P@uY2&=xiq7_mYyVlQ))WPn{x)SYG-kRnCYi&+(0`vJY- zXm2a5C}?DcIES=}4Jg{v0Q7L%@3xg{>^>-?Hs|kPRIr2TdItWh2a&^=C>%5((MZ_d zTTZvXuL$Q-Yj3960C5()2mgd%gD{0Pp1D@rKS1)9)e7tay15c$VO0>hLhWOF!$+(u zV1fl8oAJ0aJ8NH?lL}URTSr>Vq#HTa#(jrfI|c*;rb)NC=Onmn3#F|kVm?PAs|G*j2b+FplBS4k~fZ79KI6h;Mp zZo0V3?75po7QGf2UxOXVz^M>5DI+ztdfoyZrz-!P<|eizJ}CWMkDHXj3D}OrPG_5V ztMRgXN`DBJhyVa)G7Y<@SSA3i2Fb92;r2hYYpCt!M3bM6Yug}dmy^h6z*1W{u>7uF z9EXmKQ91<#g&Z1hf4{f2yOyxCb%|`g0Ehof*YTh2x<<~JX9D0+gQG}CPR>vJ2a74zOspEjLFpu9Z)MWC%O(nfJbd?hbFhP z3qJUa450O_&B$mIpfEQ9ZgFGZ+{pO|qO7E>W?F{XT;ACNjKMgaE%V}G{rRzXwJu5< zF1=0i@)3DinH+?E!A0_gjs{x}Y4ExR17HjJB+;oIAlFdZYV5C8RMTQa4DIhzl%B!=YJF#KI zR+B?DVl$~`%R0Wc#?!&b@DVTvV^?$n;G%fyVsf4GJAO(aDuRE2fn8wvj5P(*>JC8e zUIx@8V;OeWbi4-Poh=O|iCX((2@5{bZwGdF%(l(>)YhF(En~S~x7EOCvt>t;p!OGg zK?WA1b%p0Po!g}coLssjnR?7RGA28g>VBU#&0tW$Z8}4LZq1;MBU_qdjy$_lXc(!6ojR6ibNa2I zuq-g}-aJ+(fX~wvERtX=5Z?$u@+C>(uQ?$5*CeL3k9&b8(@pcjmEr#d*IrvIi#1vL zQ8%s(?+UeeBzhJW6djH#%851@dKZ+}>H0=@7))sl?zox}{-ll+Pc@uF?FGQeCzAmS z;oUX64V&+^&QHKGGi+<^0$AvL1BQ>p$;L|=!-is`%bftcH#AZvXX55D2=t6%-c?FwFWC62}C6*~~usEh``v}TNZndw(dW)ULGw!T$+`P$2 zQk@8@%?yaniqN0K@=;4;rL#pP#)>`D0n6E?Rwl<4=0=kZ<~=$%b6)9+6!<76?y0r0 zfsdz^&X9C@^s6;!`Md#8yZY1+V6WxOYUI=uJDQs9D?sOLo$Br)eiA2YRw0v23*`29 zP-Y@Dt+P+HMAssMG5p--EQFqAQ;zDwGtZ3DNtI}KVv0_T>NN$GQMxvLY%pm>SQ6u< z8&a4u9&4OUoTzg{dr{>yxx=ifB@rec+i2BZ)qzQfHBRL))0tl2%k~c{kAvL=n6H0G zYP*Y()HT3VCgstn4VgSLv2s%yVO0xOfjGMj+c#=~AtqBOzXb+W<*t_B8>Z{~iVU|9 z)$DB4q|2r@nCU}fenwcyEm6D>W@7&q=lQjqO;K!0j1zRnl?}>j$*JM(Nviwa8s((T zNSkC(n5x3o4Z>(Y*N6$0%(2F^rrPPAyP16{BaK-txDDoOAvu>yKu5eIH^d-$@~NQR z!7ijW5D`SJcp#?GTF1uTaO%_egX=a6W~xnOgrnU;;|^aDh=vJG0igx^Tqq92#|;m< zM6$M_v1!^tn*->3u>?7=Fh;Z1Mp%ZkWtyRT{k4Lzi6xmVH=_LBuMjSks)0Uietp1(6wIV$eA%FhUv_wuO7xl5i8irYo1q@IfiuZGm}IuW>^DG}d$1)B*rCJm zw{Z`3s?mh6*m7XE_gLLx1Wh#~! zmp|5q>#8iCQ0%Ku9YshJvP^*DIq0ARI`aII|0 zv*}bAX7G>H#t9~Q)<);M%qXC8Vnfkrxz{REC){qZv7z@C6pC19(?VrbV~vVJcsXF% z+p6xQI!X-4zg87hB#3A;kjZOI83726iG3EM7C7FO|X_X zFN}rA83TNteEet}ZQI#WA=GAiG@6^vz+7W5=B{|JLjzkWjP#5EA)wArs!s*mFN79d zEp$dASzwBkX81g5;@Mir`M|oxF?DCE?&7>ja;hd|XxgmrI$2YVlDa)*>vdnRLr}by&luL{%>n;<{ zv>VOs{kr{Q`wwEbMpO8xJ<(w@`9E57=GGa`F+XcIzGFIoh!$(e z)oyv9qtIH_nxtEI?_y*58y7#M`*-1TYJ~SH)0tBq&l)A#@wYC)g1vhJdt=dH1rGPI zjnt3fiA_QF=b11R{8E;bE1mBK5ms48MSsWsUr}s7>DDO)`e0MGNjDv#;l;k-@{SPN zUjRJkP0-M0#F;*q5teCtzo@5lbudMDQqJvkSgnUO4&w5nO){mHCnj6B^9#q7iGP|# zDaM_n|4KD3NuTs4NLb4xrO4CTiQDuu2)_|fW%c;h+fhtMc#6BYFknw|R0dm73=-V0 zSW%Gf1BQo>rlqJs_q%#6(;3?I-ede?5F)*`qc%Hj!wixELx1x(VJowuX?tSo zZw<$5t9J4ZWUc`>^eBwrue75f4+RIPBcu@2MjJ#qR)3|Q1M<(xSkTp z?u+M*MH7`_l9d*Xs|{{T!lGlIW=o|vQ)d9D3CCgDhq2i&eJ~r2z=+#1j!s2ffOpk# zy)NGsTnn*@M`~NxA{5>&m;z}dLStos6}bcPC1^Y?=H~9YKglf^>Y1>J1X z9Ej0)0Nw1Ui-ZuC*d#U`nyqSIs7FAk82(~5?rTSQy%%Sh6J#DZqUbKUX5U?Fx=-*N z0AhrEiQHH?hGN?}d!7mUFcsmjqw()BG?z!~~QOeG@bJ7hQ2T$tNrv(1Slue(7%E zb+ZT50*>2nFE)!_pi#j(9fQs>JZP$xneOW)EyZrY<7$!Qx+tHrO)}rW(4-Y zz^PZ4Ty`Rjko(RChfM~#NzstN%ZlRm_r77n9#>5?B@N>?FEBA?6JQ7RA?!?buVV55 zd?Ad2LDygww%>8TQbxSjl)md4^(fhtx~91x&coWP9vb7t*nQI&Wklsrt*dOq6-F9i zZ7ct}+Dj!>o^2bg6ELQgmx;2P4ulE1GPC2BZqlrC!+Q*CT=oeTirF2y8pOV~g=0?( z)m(=}Mt2DJk)->HtJ>1vl+`DCCr54fuAZLKy*xA;Zes8zcU0y@W~#cgbj~4L(3QLW z=G!h1UUT`f02>4D)FcIMdB9SOA;``#LMWmRhS@{N*2M%JvSAE*K4 z-t9LaOdZ=&>y6DO0d0q%b()~gIGKJ2v$fAg)G${(UvT|mtL@tgk7~0gfN!r`9B=DP zO}$BzNu}0ORM#Y_aL}}3x93vm?Wow&y4n6g%VyJ*Ho<)y#wVs!{M6Ld>Z(?~|8Pv~ zYOJN9RUq9yVaZ~qu)V0ontMk%R2WOpexcou)ZR^#3%p#q-`m}RyN^;GjjN5>cH1Pk z5K5#uwleIBl!S_4J+Mwjfp>x7?XHYQ>snlpJ?Nbic!V8M$JjLn)S#Z$rVqs$gnhH4 z->#s2jYf~crMunHdanf+p_(jC-7Qnc3e=wA-L{k#P!T!%Q#GHbb)3)$4ep~N+gCIk zYpa|MD|B6yvOG__GT^-3VoCYong>n$p04;nEb#DS2nV!%fd>uEh`Nf|xWDT_s;h6@ zE>&aP4Qk$F8J!_JhCux8C8YesZP0qQW8LicV$t48-`qHUP8YC60|jlbF4f>)OP!50 zBhy(!=V0ny6O#?YWDQwsXqv$c!?u6d$D$l1Z9Gds&X@IZLp~5XoSdajY0a~}_8taE z>(HpFsTh@qAiy@oCg5td`D(TV0j~R)ERp3wgxFsn*d( z>wC#Pw|hPJ`UpmQo466%=9bkxnzT%#Z?1E&ZX;?|KB-C~Y0&H%Gg0n-CXS0m^_B`S z1T3c-)MS#Jpf063tB=H`c(g&Usj4DUVOuyGj_v?;jZTNF1pGS@rtKe6gc<-=JlTFF zcFQ-4*i;L5w&qZQp{Djo81~mCk*=PndS{I>VtcLNblJf)xV)^*(P7K8tq7otdaDM% z9jo_6bs@-PQ8X434$s@?C_20C_z^kgY&M|PU2FLS9fMJ_uyFzn71r~%h z1yNP3@j^C7@YdwKS*O-iZFaB%0mR3S%t_tM57J`7AL1CMnts13VDWA8m@B4GQF~N~ z(82d^)cy85|5~kU#r+bZXDqqmxeC>qI^?E&Y>bjQ5!cuSCe^-wNDz~StR?kvg-ODt z)>fjM*x1)`QtuBXlazJ3psqTRJD&962vhaA(k-?P_eM)a9VXIl>8Jyo+E19Hcx@ql zzP;kD!d(!STc0PNcl!mOo*nPPLbDGh|IqGl!JQubZlYuCmzgVWr$z(l>t+><6+y}X zdRyzM4^RU)-tH|w+5QtI2qx1$&%4~)Uuj(RZf(4`ZfxHzSg3{KPG4v;_xkYO3Ig-m z!O&;Wy};3LHT>6=Cj6N`yU94)wjOB~pj(2egVgI~zEw}^`2mLXUdX+Z2~5@Hs$Aiw z1yJBeN<{bCE%$6AS7)zND-D?0)41zmL+sC}w-QYhrZ#ZPV`htKW8-jh8rT|ha1ZAn z>H>(V;pS;8fLthB$8n~Mzc#iVy;ThcxJ>Txyl#v#ba|WUj@;{6Yt&n3Y}r70uauu; zABo_~oXjX;I_VECF)aCC(b! zHXACMtwXeAo-3WAYU3jh|luxph1l!#NWlXB6d6-teC%?W-SyfM4RT7uCfi*q$A?%Jbb z=%aj^f}lYNW2{4i&$tIMCVMLyXS6FFpH$gG?>0yLN}Y08Gk2nosmz(8=TW8G=yw%~ zx_s2p1cmd}HK+Pi1=i*?OKf(W*EuBm!yr4))R@=0L6vt9=Dp|^%DK{2EJd7-T3ejQ z{m3IJa_*=po{GqVQ#Is;FhjN4!d1L1U0TBoDPkN|h@ zq)%zxi39M`PD}2e;%vAz0upR&J79qA9*k&vvT2M@9Acy^RP64hI#*OfNlp!R4H2lP z*h|AeTrEnw{ocD-Fnua@S-HjL_5L*zEzcABTe4S(~4LRp!0@3Ni`g7Vl-~K^;(8s7-9aA@Kc-3Y!nNc(vi(>t1-{~{7 zLWgoKTscfK?MJw+3W+(J&X|3DAlSm*Ls7G|Y1nSJyK=og10QG?u^r5atNuFkV@wxW?K-$L*)mqR53cI=L1U(n2 znvD7x*7Djc2!FtCv$Xb1BXcsGIS7eys3tRK(3h@p5iJ&_$%GiVVvc4XC-+3(zKILY zw6GX!M+1f3?!4V`0|xZl{mkv=jdcE~%l!b!&8hU@dzesWZ$DHvgPS)Pa?m*>$( z|7eFox1=6t37*rH?)3z)+X2jmx8i<@N0Xa=_`0>8JD(`s;JtuP(r4#jurW%zqpmeW z+!;NYj$}Rp*&Z7d$!`2H{U$r;Ocl{;JNXtjRyD!YsoD_R{$BfP-+iWlrR(;?eSQ=M z_)W}y|BK`OKYa)A<%q85$AiA;h;bP81JMx!Pk-1|ZbT2r7>m-;4}1r|*Dg56f#-XU zEN2FOD9LNj3kQ;Xi5>ktPeHCket=(n737K&#J(h--7pwPN}>+5X+6|4B|KvwX$Bn?}&OU@TR`3uky?n zwdHJV-;YIC-0zFpn=tl$Npl!EqK+BAFfXcj2XW-~Mcp!Zd0&(z0oWQ@)6jPVQAp>8 zo+In%`%xUpx+%|dVo`JGyKcWPIif!ZL(w&RVH^lMJ{J}(DLEiFqVQ|s`!GRSDh_-< z6qOwC0fSJ~%KDz@n$e9)+C)DbNG>;a`>y12{l4c)F4uKrV+!Aq#SFd|hLY3e_-CGCIY#?n!@ zCz?|NO$oqUORgCpjid~Mix<_BFzAc&1l*^nr3qr;@xUER`VuF0WHU*A(3kb^3)hYO zSaQvt6FHKWCU!&7FemQ214*6pf>5?r<`4R@s1&-sZ1x`vt7xDTId|9XvI-=tRp%cokc;L$x1%n_G9S?Zo01B4mNnaSHhmqG8jl^8hup|oOfh<7x z{7^RZ>;w7`HT-=~R!jWImz6<3iY0{*5Wgr~_4=N0anTE915XF+f^3e}6}7Cc9}5HE z(2*_9x^WarLg3i(WNV8Mwacz}5cEasSbppYd*djOtr2;ysIPN{hx7ZQRx89zg>WTR zwoMGIj4TBsCz8~;AdqcXgaAi0gvCTpENT^8-}fXb=moOrJkN_nIUEb;sKKbphB$6t z7_Fkj$fkP0Y{@ni`mt!t`Wj_ zK~NJ>=n=>&vgi4INy7?3rzjYVJV(?Ff?JZbT8`5fjp+Q?myHnJ!60&lGf|>h0Boy} z6qs-j$@WG8*a{=jgg1l_fhU_R3ji?4#t?xoyCEiUWes8Eiq<-vfoOA2?7E`(7qLPh zih!ejELs-Ac3aW*0w~n^>dLY3ih!_NVI+2>tlPiY}b(} zQ1u6%Y>_S;h!znc{2IiLY!%iOPK1i~2cZZ`>aQ1s!WKUc98r-50!m6?ked#8knb$)Vv@JL(#&d8}&tZLwJ#B_z(o1sBMir*|6PpMB_QP zFPaqe;(>6BmFI6*q=Dn~Me}aHY_mt?i#oYjwhwD52GoJKzYCH~3wvWk)BGC<8;FjZ1^vo1IsY1HCI}lAgI{ipCCFKRa?C}z4twmQH zd!k(iu`8TnIEcVvi=J;1JEAc+rp#pH#h@>n7!ARP3U?og+E)j#ux$6BFS?rqwb&8e z;S+|AXj<76BxJi-2cpN7>Mhl>`&s?K6FxlG8HoBPkVDyQoFBQe<%osf?+3EEDL)P( z*$yAy6>Ujhco9V2vV|uI%0zR9xQ{`!|J3tk_tLl#z#8Eb`T|c>w!tEbZryM_Q828} z%@VDRLF6rcBD84O*zXHx!Lc|ix?gG#$u>86xYI(`(m-SzitdbXUD5G$m$B&X5@GNf z4*IesH&3?Fec^?kBfH`#5_O>1!ywudA$!;#9^fF|VJBKX0gx%1r}3RY)EB$H>@n35 z;A+`@qY#kE?&tD#H=-C+$bUbr0<46N`8?7r}65(_`VW+GWEA{z0S4;{&(k=T{}tVig{9^Q#NyhNJ@yeJl>pcD5a;iC>C#~1!! z4Hz8Z$Tsq2Ki+~{i#*wSqtkao(TxO=C)=;-1+MTXbwF1{yEPYnU-;ai#eqMNl|?+> zSNNPD;Vnz9X#EWXdQqv4MT=#i$k9M{4;f$w;k2CaHe@`k%9TBA=^&1M(Yy_Q`%Tth zdx7+^cmN%Qzd?wOPc|(cihkoS2t!fx8bCxU+g0kzmK9_hbFuO!xWOv@UfftINzJYeZ z5jNNTU?5rsFlUa4?s69Xwzp1;%N{4@xM3)Y{&mZt?A8q5mrbO(p6|&v*}J}Q3p;>y z(LGyctAgyB(ME^@M5izOwH}D)W%;aAu(G8`S62Ic&kbaEmO0Ttw&gd9Wcyf5xmC6V z?uqV4T=?;zFI_BjWs`HbHCFa`C(*zn2m{$ROWiXq|KTX{b2McEgonMLq6PsFYcu1-6UWmvQZEi#- z-4{)+fl&+wvKh~VIQE3U#S3OuHv6I*^hCdP>kVYV(*btc%5oZ_a@j8$L!2SoQXNC! zA{%F*zKGf#4I*U07|NpbIYE8d6QTWq>kEHI44d6WrBR>5BRb+i9Lj!L3#7*t{!Y0c zg@J64r8_EQx26svPx!o`zUK>nJ~Iv+(T)H-t5#U69qAS`z$dbSeRU|C?9c}jNw@t3vS~Npb!87vGFy#=wa^KK z>wyq=h;Auf_+jkJ($OCbT+z*vfb<5gEE+u+^kqNiqtofa+X>L(%KE~bd@@k{fHRKqbIF1v1}u@8Bx}T zhXYS`lm7ws4+x_aw=ca#T|Ty!Edv9mW6=+v;~X8)vy~PHVHC+mu6jgSX>@=wvVc?* zQrIa(ec_ZD8eCas2YuN?v9&Ri-NL3vl-(W{h;D4co)+mO1=g#D(;fri^KbR148;3x zWK-)0QQ!%0`5d^B><7Xl*)OJ;z(d&FI-zj9g;{3Vx{MEyNA{R;Kq#^3E(u3EIf`8< zvY-qDYjF@IT}0`}(!v-zvgh8Q@0SJOI(!r7jBMBu^us{97!?VZ!4IO)mu+Lh)RB1l z-xro1OzMfJ|79C`0F((QnURjNU3xl7kWCXJrWY>N$HF6G;!$?f7X)w~cp6#7_CndC z7XkJ-vdPTI6YfQcBTu+u1_oEU-U@+7r!hNv(;KTaPo7?0xOmgMNS@TopGR+c*D9MO z^Wx=|>6_jpeNtsT?_HVRB`<$JhnH-B&!1FgPhk5WID<{P{ZzoaGEZ%wAgGYX*o;>4>pm?nY}hei2`8m+@tWZUm*-SIkj`lw2_|FF3@ z)YQ$@j3A%pBiI0&ksySJW%^Vlwu+qM0xCkDC+ZHydU@d*&FMVNDOQ}_fx+S~EVlnl ztkF=P@qu8YL9VRV7zPs!Ij~nN{~9@zsaa}2cay3` z(Yr0Ody6s`dU^`g^W~)vZ+ah!&Grx5qRbbn>|JcXQIZPQ@=%e=bfi|Rmp{KZCcJpG zEs9#DSphyde@LF5tjS%Vdw(P*cY-6@Yyi?-l^fgIfiS+U$_?QU#$C)lN2gmR8}*Q` zXNs8pD-Q$IAXRy^tX684kY0XLCg2(DiNbKV+pkZ5CEf&2O}F1|fjCEpF+-a}0FaBS zq`WuK;~o5LE%lNGGw3bU>K;{zVBcYpDeyAZ45m2V932qpIkQH~}>k8JLd~Tir*EbIER4TQ*vg*67V*uIy9Ltx^OReRWNf} z3~d3`*16gwWi^}G1{!2>oX(bc@v#2VP&}30Q6y&xIOgIs)TL|=Zqz0ofcT;V?BJ969Kty3$q|CLLMv34D!H8Sp zex_8r$IcC*CcgwD*o2TG=D)tjr{bqc{dIkj|7 zP!pu&2F$|)LCzC2f_G#TL0c}kaGtI}VMu)$VW6{~QTjKo?1=#d&MPVjfj+cC17M5W zRYw|P%IBI88LiV#L}YTJWo-sF>UTm4uGI=q7&XC3LfWS>CU6o;%|Rtc={kosQ7(th zpB#4u-{_q)04NkV(dt9^?J39DqYkt1UUPP%76f>?-2u*n7yDhY=sh zUg)$1k##x33u>_hDp|(v6c{yIrWp-jeuY4r6z0)#`}Kho307RDT4*Wjjg(04w|`_0 zL~gfsJ|u9QY`+moeWkTfWp-eJ#*j2pA20weo@|{#jfO}hCs5I-D@%N$?m&zPSgI2- zDV0gr@&JAhupS}hXGqxxJGXdhl8&~Q9dhK+q5Fyqlrg_bro9j;l@(0NIqoQb| zhfl2$xV{=KaXgrEKB*RiATs?r_$xHx#H>{w#06Ydy$+9cGkbs+?(#E?nqb9v%PBH3 z0s6r$!t-lXHk2u-WOu0uJ%lx6*v2<2h_*!j6}-EQe3q-@mPq-}Hw_!_EHZ?5Dp}jV zT52S7nkviB`g(h!VSdPR{+uiW)JwQ~g1Mls>v*|@D#c%nyYCT+yLr&+XH-}`8C`#a zxKKl9No;JKS?F7UyQ!iefivBgT1~@nh3g>KG^HTBSYc~NrGrtuiu3G1Qu zVo>Rfa5lU^DV7ly61?-=6o7VQshCZ=buo+i1^go%8*$Nj8z{47pMb3_r(k%CH)vCO{A9Q4H=`AvoUu`51-wkqVHn@SU+$x7yg z=uAAYx66ok;7=Z#gp4;|IbT!GsQb$6ZVbJ^2FJk;6UTtPI7WlITJIon%XoMm`vl@# zZ&WKfmh{Y*#1GaEWLsh_Mmrto*y&5e)jeg=Nz zZMTVk!#Vp)3h-KS+)l>hWlrHtQIz0`=~$FpG;>{g<{6S5Zf?nGe^xkg{kgXyhwNzS z+B^F8F~T_IWlbvql+u9vo2ZzAC=qb_)ABKdS+y(^9-tCK=w($Y38z2=|0z{<8K-k3Fh|^aUmu( z)Z7ZQ`Wq!F;UvmJmBIR@<%(+!qiw*kguE;y{Q)zFLGI8`8XsaN-@A-{p%MYr8rwExo9tXEMXvEkn0-|9iv|+9%9}+w1z8W{7oNV2^p3=O zv?fL;5VeNVz3ht}$;2t-apfGoy;}^-Bg1eRuKwmL^4s7#OnZhdAQ2kxu=M_AT&xd{ zFTGp#p7!K@)SO&>t#ivEEy25ar3ho}WAZOfNEaml;XsC2u!!#PxL^o%IClguNNXCq zk-&UjM&ID4oQUGcEEgh{K7~g&#(m~(xN7%W2|wg_TI~YW&Bjg!mx+lNaHhR!+1sEL zK$?O6?5NOn)`1LS+(-QSsF0vu@1D&8dlOgb#{Izjrd8rf70)Wfm$cA$D=K#3Yc?RS zU+j{DEOP{vaN*k!jCsJJnt7bg}IJ-+vb>G5(4GtwDBfOBXf;gKy#T{l#9x< zDT>NP^kyQ?Q&nP<>6Q~}x`l}+UftpG!}TrnqXL$cm00_B;RK-%U_F2U&ZVolNl=ePJ|{P56%f>&UH|yhMX+7v_1Rx)R)K~+6l&t3Sl*o87HWz=4NV}8^34H%P*}MmWj=g8)Ka)Sb8+(d*YVEx&EL11XCEWyv@Q;RukBKi z8^>3C+%(1!r4q@+9&Ol2u}~?cF8`P)cUk@s=16^WCNwT0U1)0bwshBC(CjOCghVx= zY_GbGd45Wsh4l0&!7q_O%Z>GMv1 zW7W-MFR3Vt7UhD_ z=lUSChax&uJ`%HFtcX3MCw#w60LX0$qx8zO-U~;&n5>+qw-d7_qS;Mh(5T3pjmxpr zcilD1vaelw1*fdbK`7jNQA=HRNcLUpTUu&yb@^u9<(n*T7ZMp}pe`%3T#arbz9kb> z82736!&0uY6Y45x)-1UMr+GS#dl?~z*FQJLxUt^wt5wJrZRnQm^O%Qzt(ZSsXSt1c zH)rpz)_`323QOYVqwhKdI`}?miC05@>$gI=rW9|443SDTaD1e0una`Ls&z;F8`CTk9so zF7N@;eZDj3;A{!zPCcePJbEl1s*4i{Jn#A8_vCfZ_gk0cy$@VdvCW^6G~s*mwIJ!8EAY>WWSRTU2zhGvG_!*QNu9O+HV%?^i1>xhXe!)<$htJv%>4mOpW#9KGB%d^k064?J@u&sLkg z{q(}@r}k;(-Nzj5&xKXH>teSok|g_`Yt~A?KY(B8fSGT)aJjX}jL#}C*g7vC%Anm> zoZ@HW9_g-5!zW&sbv}ox7Q83Cm6N<8Bz%D~w;%QIm*V6Q0)-ymS<}7;$an%82Czq~ zb4|+1Jy#aI&VH!W`O0jFU7F?SvQJ+TVax+Lrvk@t%tcn;of(}c3h!ZS3pCz^CGY4i zZqV(26>gFLgkbGaaD46l{VQ+*$Nsmwvf}toY=ID-uQ5n8y#4j@@T;wd`%8bU^2?%7 z>h}1BXq%k{qUx5~IBPFv`p$ZLx%pr4EUpedlOAgCFy95A z`$SI&S)E1TaK#09hi#m*yp{q67;2 z^(S9;pd)wxiCX>GCMjY2^5zUsMHp$U`JLBp5#vUPXuS>EMd539rAP6M zk6ItGUH_Wfq&`G2H#fR(8w1@VVz1@yvEWS8+pBP#BJttv(Drq@!amsHz6XQyrBbA~ z!uUJPD+7b7fmyNFwas-OFC?8lsB&=(uuboR#MZ;~a*J2VhIRGV(#Fo@(>(>32T|_+w>@r9^ zQAX{4KQs?Ud6PK!m`BaB_#AZWAzJ@X*JF;;A%94Ocm-cQ z>wLzp#!V;c_r=}|L-%1HOytLC=yY)c*+>xdjyUH6p9~SzS!R>5Vak(IW+G>|0LkwGuWv5zQM#!!$MI^ zuqFL*BM-iXPF*vkRUmi+dQ0xf_^zMM`H_3myFEi;VoAZYGjKf8M z{lnasSvp&&yE(hKbD6og{Bd2Do6@Ix%8e`Y5FoSn(o>W6R$ExMJV@_Kx`bGd!e&-a zsCA#L@I&3O!a@=}TVn^GyJsM8Yx`=8z$s1Pb*<$Wb{jIGbGF@9M*r2d+}{>tDQ;K2q{^lGqohv6lxD~Ja{_sulYQ0gwTsm z-6&y;!s|+UQVmIX$s2jxE=`Y}=HYx4d`kLO+>YHxUc>TS{L|Uv_Q+uj>`h+1HCG@n z=`ejcGi`DZqNdcaIM&aLG;W}e*!P)yhf4c%QyMQ`$&u|$FcUQ&Kee5M`-g7UFsd@k z+!$G5a};O+X)~6*M$h-}5m!Ot`;Nk;)`rV$0R%E zielXLu+6K7Z11jKsQviRee0yo$&r+J($_8+fKKtg2sPnU%qhmRh)(+$dB`&n%k^V> z;ra8p>?aOwxv441_m5MND4em6>}s1Xhr@YWZ=Lnu{pHw?P(KvP2&*J@m}5V@|Ewen zXE&>V)zYLr%(Y+GWgvP{C&zej2VN_J(`ZGol$L=X!7LMA%e$m`k#|q53A+qQT8UMe z&t6^{Ez4B`k4T3lGax$s1pMhW)QUEc-&?LZ6v+49X49G(^&%=U1AcF!HV6eu-B&#q z$q+RT{doNs~@$ou^jmPZ_G&3S{P-4AZOUdHL3O?~7y1V2Cd z`BLbpl!)iVAlS3^0lj-eTvfukVtv{_Jl4lBZ^+{&2F^Qo#m7=UNigsLUJktkQa6At!|6}{lF(Xh`9uJK-M8PuD%9t}V4oCeGbsmu_B3EP1u1A?s!LSffQLIIQ9S}y?nvyNs zdjx^Nx-Py^@{u9dnOJ*0MwRJZLOR7ol1StGLCiN+p!(si?GNy)63EI_EBN^O%U0qe zi?n^ex1lfXJJlFCbEOT0dz<9GWJr)z!QOy z1Fa4-ET?K)-sX^Xw_o$GLeG9CzVNNV&k$4$z%u%|_u1dsedI!%>>b>HlaQRKczI3@b zW+ryZuOAvI7NRN$I4{r4wdVa9p5;eZ)=k(N32M_8_xQUNS@24m)A+M<#A`lKI|J>4 zvt!sCq*ZYWOT52CR)>e;CmPZQnIg^|cwkHim{oJMN!{F!3G{ENI^`Y&DYcn7?IPA0 zsLjT3r0hl5abj^au9Dj-*oh(tcVE1aS?o!Ap{u8(sGpn$Bl`meEMD|kv=if9=dykB zniX}ZEfJA^=ogied8w*ok?Y-RZKG-Zy!3gO0(nP?c(cMR)(=I9Q_Pm`*U zqdry(ES&3MDxFipdR3LPGjo$Gmc;^g9^!WG<4h$cQ3w-^7g_W6<5=UR9GN*4eOcRs zwAlWua&O4ij42GoMiPR15sUaan40z%Ih_8FYiXpwl1TvL*oUc|??{escP&^IA-08I z?>gscpZs)6Z{bB>taS4(lBD!#GQHGgdZ}UNkQ*Rbxl|w>>2hn7ncpi)PR16{6mfGg zh;|;Hi@80DifyvPm7DXcckTkhKb2~Es>+%)R0kf2zl(9dv{6*K&BjeBh{~Wy9DC>J zzKql}^nO&qinItHbV*npF`1Ka@2oMZ`kqQ1$IYfdF8-eD{lQ$edf)c})?a^htE4|< zwd;`p08NU2bpbHfogTJUPFDZA^8D!n&h=Fiq0*#1H*B&!Z3zUTleJkj0xQMg=dD%i z&E><6nUia{L57QeMdH1t==hw$Qlg&;CDd1w~CoiX&s z7VCyKUNjo~H)-%rD-kdayxMweMln7v#)!5?;fiO0q=dH`+&kPWVC~hdNmuLQIfm%(1VWhE6mk)r>m9C*Uu(bZ-?&uy1`SK zH{)>24}F?8Xs7pvsy0Jf2t?`QU7eu11D$K~-$VHCVDB4!D2M_qg1ytPY7FMqYjv+K z;4e8&H&-savWdFddIi(3p4li=+G3_8@rp)$&~m@HQ)LQU4z6I)cOhLZvcnOx7>?J5 zh-*~2aST0tIzphq;nd-mw9iVxyN6r)a;>hOgVvjk=-?g0@s`ucsxj#nN#zan2g?_A zJdBa5!&hB?zX-eie(mjTH>F0t`Y7h-@$HHkVH+zaOk{ifQvCO6w%YVZwaWOQQSYcE9ac zFq4v?O-h*cwt3+$Hn%wM=tUm7lXHp`lNP}^Sen)Tf-gz{TS1C&?Bbe-7P-+MqVuyu zF0hZ08t9Q&h+Qh1j(Mb>84aE$-QfiRQ44CnTVHaXxLBKiew|P$&w@Ik%#K#oel3#6 zLP-G{;+abpY=}`-q*4uk>)Ni3dz{3b;0KpHEA4Km%yx2Nek46qf7xJXB!ez9%(SO6 z@hM?#dlwwGJ73PHLiggSfbw;WdGl172AWAtk|UOD@93DzW{GreUG?QOH!riimkr%m zt?}_^9+j{5Lvd1q?>6IXuAF@MGZl9{FigUqs0B7&h$-Bo?frP_dFr|Bi4F9A!%+uy zBEec*Jlx57+vO%tr7?uP07=f~b)LkBVE?Gk%~RL+xi(T}Oxk_x_YU}*o5QF+AO z4~%kkLn~m{kHjxA>R0GB7!`e`s>vmgIwkcmsAP<=g4F=^g@IH1KIDV8g_ zLr2Y>U!C2o0J$@>Q!dT%&Kl897eeTf_rsAkUuvEAx-#vp zPT#REzm=!y2if*B1rCmTB(cwVr%84EcV|Q$p9_HT82n%Sy;VkeNro0>lc>v0F>y() zgjZYJ)$t-ZA+qzA7^IYL`uQXwjU(Dp?EafM$BGHWfmK@?{GYfrQTU}pq{_6CX)NES zdG$nOYAt=NH{(ZH#TbmK^ zl?sPAWbI~xu6FUZMXqlMTH*3l&S~Azb=~kuBfEba!RqaFd&Sj?dC!Y0gedVWH3%yH zwPqFj=f?wF53t>kRrRkG9(%ly#TcKrdsh|0oeljfHnINhHvY(O{cSo|O*l0SMMw6k zN?zrCzY-tW2o9YM1L}9F_yOc5FV46Swk){h+kPSc_Z;KfM}^g6*xW)1HqXF-eZFzb!5usmu(NheM5IupNmF9VpOCBA4d^x`r)Ndhz84kf|$ z?9gWXbW$w-Bwq8L5|h1(oDgaJYvkA7@n3eXIII}Rk@P6MF2$JH2iDKZ^okXu-HG}{ z@*~K8$=~xmTVJYVuq6*HYz%&mu~;gDo#nN?e{0jtnd(eZ+$e2pS-iog3|$j|3*aG)9~sDhQucrBIN&?b^QyJ z|8x}ozX1JNQb=Duqc=Plc;PDolih*gM$lV?u;x}}M+Mt9yXOZyG?f>q1t=c}j;!PR@h8vYKMA6A#bu1b6l7#YFM1> z7T$I7;Y7D-Q8ah@oy*vgKuN~xXYOw&J16x2jgR(@vg;Ks0N~h$0HFUDK7WvLx3#kJ zaOe6LRR2W&nH~HC)OxN;qDh-?#KSXD#JxrG6w0d@p_OK&#-mdCrC?UJVOd9oB#6M{ z!@j6gknPt_)B_QKvvLRk4L)9F(|sfshuY-l8@iOuA@3`MTuXcYxpB_HH z^L;pe&VFms-SY|?DwdG=x$6BElZ%IvM5nOcAXaF<%L`8rH0XT$t5(GFV zWVoXHohh6l2rj^^X_QtXG2DiRoDs1cZjmhYbx;;PAU6{qKHqa_5VzMrwZ4dl5nwu( zNeUPo3s<)0LIxON0#;q%0kwz#s+wTSdDLFIQ^fH&Hav+0v_d@kAjg(agC@3`-?o{q z4R^nIJxT0k|DyB$G|eNYWcFlg)dm*1 zS(J1tRj7I9K$e$vynaO`+Xhembv0K1SN8I^_hCykfN2PT28%Ke!~>AOL2J!ai3Z4` zv>Y(W0wPJ2+%$@SJiSNPKW#h65%}x!iSpTa0EGv&5de)Jy9`%nwkDYH9w0>S2a(=K zWnEbFu@oVA9YpW=Y=jRhXT9wp4UM&frHGakzypD|B7#r#?*}O6E=4dhuGyGuc}F5 zVV(Ed+4{dxn^U59WPdWr*xflJ$P~5y)b+URA}+b3UI$moU;+vYsU{5|r~uib2*3t; z)-;3$z>S}@%HSq^QuS2C1a5{!h#O+Rf(j;bmlaY=7ONGSw9V8T6@q0skU5M(gxF|1uihKb zth$$_St>DqX0)Ik+^sEb2a6oIe$Ya?SF8nV19fTQWU&w%Q^1F;)))*k<;U>O2~N}_ z%5`Dz;Lv%;TS#yV@ocyZI>9sHsNtL;|Dv zBnnP43ngm-5)?!vy08|klj`VVk|11PS%GlK??%JHh#fXso-Dy}5uX$U5y6e1M~1I~ zO7LajBiGA?&94Ou%H$Hz`=!mI)SlC$%1u!V@rG*87bAv%5#+-vv!v=<6n@NAL0%`d zlvOAoF7d}!!fO&sdIivz;Z20-NhmU)ekSK3t|!8xg#)J1#L7-GW`xSnGZI)L)-VxF zq(~Yd6&rfaE@W54yw}_I$0{F z@?tjb!hybQnenYMJgEXFY37#8eUbS@V`VXrB=}32$c?lpLD4J7aIdqooa)RC7N%`8L+~Yl1sa1;bY9hlP{=Df_%PDXe!KDcY?3%2(Dca^Pst* z>Bjv{=RJK|*R3`VN9j(2cmY}wZu|sivcX!Rg7&H_7nEIRB0Ww^SmMUwX1twtTm6<^ zp}ltW#_DeZJ6*0iY+JLD)x3JZdl@dBPFEdF3+IJ>1n$IDgU{yBz|i#d#OCwLKKFIv z8Ugzr$U zSrA9ubrV6*%GUWFas`sIlA!!WU3M0D8oh&v(Tc+I3p4CF-2kSSl$t$~qzR;`lz5CG z+Q?r#LJ{-tJVHZlsg;!lqiSVfIi!z(O~vuCb^7h>`}+oX*GF=gN+`p&%V&b7W~PM; zAnr-Vahh7#2114|5WOIoqEgB;s=bCc1O(WHFyq{+w>MGHje)q;7f>MDk4Y-EuF3;Z zW;$6*ODQMJif4iQ6v}j3f}qWO=Bm;^B}cN;CBW{GgDbP=ETNDF+3Gf7-KXrCM=Bj7 zuc%1r&S81gZS4(}7=@NQFE40^I?O3-#CgDKI!-nY!Jb1JvZGlmDO6A~ifn;6CaVZS zCHqt3?C=-Jtah9*fav6PQ?abQ=qPSU7$`hIE2csnH7A;tl3DSjn9VB+ML|lRkTnRJ zt3Dy)#IA@`pv$iyn+e%-Z!OM^R>Sa?ewoWzM$vqm$wJ9U8MGZW6C{J2H4m``$kHPt zoObef1nk1>cYglZzO}EX^&<@#a3#N>KPbzg{wwkiL?abY6l_cnHk0MV?||4QS;P9g zwuG+?-e|^Spb>1ed85$oxM(I2Bd)|`YwZDfGc+EAJLxsI6+RP{EU_qQqIYv%+J{jD zQ?Y^U%J}FtwPlrF6xeBTWryWQDssEVN#0eBvD&7DtVSwfkRRA-d(~mtDvGR@tvdg< zX`RoBNfjAa7yH4->QVn1w#)Go6BU`yGR=Ds3X3L40*|3vbN$A z#4Jgs$eJ|n)34(Y+hWX6ZgL*%D*=>8`{JJ=urRI=-9dSAn${S16d1Q7%k1iY?*$wj zaDb*m>c~E#PlJH5Xb_H_4Ai&f$$lO&)S+AQWsYWuq?d!lBv<=lcFQN)940H$ zuyp4I!q6JV29HjNDGbdac)45ha&{UkQfX(|&OEbeWLgj`GqBE|`)DDxd0CMR*^J+u zd)h$mo*el3kI5hsm-VTt0tZYzL*QWjo`eIsKj#6X%8EyE(O+^|6Sk?|$up5f}QP^lwlYAMA7%{SFNT&SeEVvt^;de=mnEkNA z)69+b8OSRj&vXtJ9FU$RP=?a(lS;cisk>tuFrH*3;bZn&4zl#3`))ItBp7qgpM{89 z(=G(1?-FBz+P2ItYJvuWlNvFs^T|{&5s1@;Dv;$rA?d%eDIZ1RVEy4(d=^suk#GJs zL}&CaIB6Dxu1vjr1!=u8#VrV8jB8AX3Hr39lB@b%Uy&m!%Rx$o!>8TfL$hiIc2I@B zNf@N`fMjBZbxbw}i84^YoV}hn$5!?v2UhD| zV3-k!Rd)&tQzfNfHoELFgtjELiAas{M&*T~g2uN(2sFb!G-5W^lx11fqnuPHr(n{Z zYn3Y?%P~sT`Upq#P4i(2xVh4pB$#o}V}_b!C7Z`X%(&yvgcmSFClPX2<;jqf^;uwF zIdP*WeZzpE$g+i6hv4M!KN4~i+~$oKz)>1U0`(?LKhODoS}U^Rm8ia6vnF!9(r{R7 zETtbp7+%G+NfE~e&e4c%|Jc0?g0>>?PuIpSL6NVi$UCwsq&dlp3JZ_%$~WOzz^$35Y8FZ^ z4kf#lN-n~}f4WF=+-c%$$ShW&XnRE|#ThssGgq@!@}9-4@)&tCK7&R}Q9!;)qX@3a zg`S^gpCatI{1F*PscsM6zmg0^L&RRp)S_@$M@vy8>ejA;>4jL~{l>^3Q^||4?I^rH zJaGfs1q$Hx*7gQl1+42q;S*&IP|QSefD3E`+E6vi810cALwIo(;q$KKK{s3ESiX7O zB@>}{u5Yh?I?f06@*(@0GM21`V!cqW`h?>Ae8NJ`NLe1P{c>R<)YFHVoo4?`1ZxEKPK&+W_q`AZn4JBrZn@%$}DNT7~?G`!!R#^fNSx zrSz!O=WwZb77G(*HKgEgS^X=cQ8^YrOY&t`)gEKL4^Xe478f?s21gLGZp9X@l${`qiAR= zkj3J#u&d7G*KkVA3&BiG4AR>p1%TB}e&7q*I9W`jt6!xGWN7+A_Oeo4pY1eNr7ZQG z>{a_UP=p5UG^M0q){fCG{Aqfl*dxsLaAn>x%;j*U*f9*eM^?dPLtky7(rBxyB^6wR zY!?r<7wNC(4c4h~TEfd)RQrZ)p~Z)PuQ{@9LvVu^!qi`SKraS!ygl8%Q49$?`(dM{ zg@16iN7l+z!eA)_5~eS(;mly#X2FBQkW-cSNtF?hLWJcY+fq~O2G5I+IGz|Q|57#{ zdCiZ!{c@%iiaN!WftRAghu^9ng;S{Th&p3jQOZP*c`1FqUThi0PA*JVPdbpk$Gy)^|0tw1KT z*B@F;2umA;WLC$AiY5<4g$;QOE*UobZf8J7+A#KfYuY_nTc8aKw6`bjANGiftXJ?w zt@zMhk%{{BLzE5)#DQZbRPnmX7uC6r)S9`A$%^h);xr*EX1cK8mmv_ZAo(>s2xr@@ z$x?C!hSh19CLdnHNpLAYY(_K_)ew~a)w+3|-Q{8Ql^aV*DSfr4ile2NqF8Tbo*%E2 z+#59@8Et1~6%+lLU^aQQY&5bSJtQx({$90fP-X1(NS4zce^?u`l*gr#;_DF;psgE~ z)TJshB@Yg5=E9y>m_QfpV-h5iTSLa+>uXyJag!9EcS4F{TOTYZH3;yi4wBQRSI0H* z1VBXFtLhI~M{^qR@Xc`N_PqTqDzr4~CE8&}W;wN`bYlH-gwyLYC6-~;!TF~vsQw8N z;x8C!gc^x^9gHXCj#i?u3zZ&GSE!m#(a_3JR>Hl2wA+f2xWReJE_yiXpN}g9LcHuN0$oryETzh&*a+n^m9!esd>_ch3c@t^OccerhNuWlmcTF#Us0N z4|+z%Fe^1-wu1P~=-K4{V3*tdk!uN_)3D-_;;{1Y{3->s#K;WCZ2A&LOAbVPgMM;) z$y1f|6nxl- zwIAZLQm>+p2wa0Q(vlp(^VMP9ShGRUlIk!=hazT1kB{X@x{8V!1VUXMS&*wMa{+mb zTF8ea0pH4KSRQynGP*k zxiH5*nMb=CA@F&Llq74b;1P|44pWfr@`6DCg}C8+jU_JKqNc`8%^(fLFh z_8!h-`cKC`+JpN|mcuK~!TmR1O>ZStaTW-}7e>Uj71c*-Ny^dCKMN=jnD`6F^mCT6 z-0Co0%Xk813Tjj+6y&f_*+sL8(t=E%D_dx45bYECcMCTC&?Ut+KS+5wD}L2nKBX~P z<75Pi+2`+M<&<(;lgS4(8Eg4aX}nOqICe@WGC6>q0m>16=p8gY^5l)+WPK znJI?76t@3aNZfPte*`82V4W`lI~`nc{CP@gA#>r+K-M5wyvvuXUNHz>E-EL=49zQ zyRL3nSN6H=9+KFM$H$d0g4Qy1k(RVQp>a)EcV=I?K{miFU03kmmSI)avZe2^2Mcln zyDt892ZQ8P;;!X9rT=sTmc(7yVI#k9qM4&NEaiAo{I!j_TV#=|p+5*5JCYFQ%|@R| z!*;6rqjPDo#lb4N?2@k~&(Z*T0sL7ir7p4buw2X1g)o=4wn`0E30JelnzT0;yYj4h zy(-!|j?P6e68{Hsl!X@Dx}VEnwyp^skw3LkH_;rd=hRtq)p2RvS$=gfZoMaF(^+@b z?=tAq8(XkC>1DW`R?-5KZ7OuU#_9_`Z|y%d87GCl3@`JonTk$;&O3&8FDVjh@EFoo z?2fIVFG+Kw=u4M4h999Xt7{RhW-ZI77DLK$Wt*~5zH)t<+9@Vwv;tZN`q;bHkdAyfy4drQ*$$tq zvVYf4-$CSI&tk=5DFY+qZtFUu*uBAXC&W+CaVOkRE!AtV=q&kD2$wAvwx(p>T1a8i z-QGA5o!U?3n>jQ|ld#`qK4^tgj z`Ptadr{$0Tyt8(}9zbWs{3G_0vEKLQsqbFw=>02Tj-S@{{sH@Ek1J7Tl6rQQE3jJu zjc2eS9uxiBeFXNXEE*bi>}U@qhy|5eW2UPV5veI<{i~PR_RC#O1exiI1CHtzQrOI^ zIy`cUpZCqUF9v-qSte$2S9oHb+RIlt>&jQnGN0=$y)62y1aZr-!%@1umzvw^RoA~p5#mN-&r$)ZEDvY|$bAdJojHx=o7RfVl_s;IC zj+0whE^=LdFvy8Q_hIKU6(J*Tn?yA_g40P%bW>L^IK;XawxqLO!qk66RUVCOGB)&~ zJ2ngsB6M$qVsLS6ISP_&obxc)6he_AmdN%GynMIUYp{R#K{A3sYR1 z;Rl=t;QYEOtT~Og_41iuM_bcYZH;`wa7B_EGmff_Q3ZK#o8?Jf(5V9bx5-s4__E0f z)>OA%?864v`kxin+{OE9!1uK5?<*fMd>^&OOrvZBK+)UR+y;zXXlfjZw5f#3pv3L# z>B;Hn7RV^>aM2LbjA3Eyq9*IWa22iP9K8)+04aSG)JJgzlUkSh3U?JkK>ou(d<06a zrD)sU^U-AFf&P#`ZfCo=kba*Zllh40kl)Bu9YZ(_dchyyha&KTXrnC_>+||Z!O-Hl z;()trn*lTQ?A&@lNyDad;VMpKJ<16TPNy)@-CPHQ#3K0!?#P_dDc(I@TUHb+wirA5 zYz)iDy{SC+8W^W)%!9T>c;^Mk++^VsG2mM`dXsOw)Rx|6k%aTB0fR}%^8}VWk$n@r zpZiEc5gpj=m2pp(;@1cb->ajcs~63X$CBf(v0fI>**;4$GTBNawhz%EBgyF%dfP8j zLw4Y29h-;fP>=(efRweb%B7J*Baj8xhnfnevHNTjDO>g^qwo-2vQ%0*-AX)Tk-(NHP7d9*|nhoJ~j zgTzNfpn%Dp7I{1DWH5Jp|G>wOLO z@kbHW7we?m=0)2f9|w!H`$NLXjf?rC$^}0WgK&1vA0xA(yo$A>4OBG_+3*(kt{lnMPXaUVp6eu@E@UdbPe`8T3|9f zFJ?_cl$lg_0WZ278ve4Oz5};kl*^N!y0}|ZP)A*>A>pOOn!Lwbi%ym6ov>Tnf~9D5 zH)voC2{S_^YK^zGCY19{mk=$F;`c1vRa7T$HWME^m(DlWgj3`rrftY=r$lORaq%h_ z&h5W+R^bBemd+!-I6o=ti-jbqk0_Bj$lE93S{50!L5VK&R`KGhpp3C<1R=0OFjxX5 z1*$wdZLSrhu#AZ+p)X<|R4G#+{wH1wJ1uBVOY9peQ9)kowFW;AT9Z-{3Od#szBA-G z>Q5gw88`dv`y0UQK50uQgQN}Y&5?I6X<22^=1+XN-bSCeTt^!%39llLg-^Ag%uWlG z_o+8gmx3C{+6+r9OP@}A?eDZjZUk?L8Vum=hSfQ(78e@tSI6SK46J|KvEF=j&b3~j zaF6Y_^CiQfl)jt$jbfJ`MmB+$MSrS~pCI#6aTUZX`DMAresgRhIcoFeMy;_JHTuHP zAh&1dyKBSwUk2p9zns^-?smGp+1RoO_b}sl0{Pt}Yruls8^@-UL<=no>~U$`=h|&- zq*HSbD$$7%3=tS_TTIv)8BI+KCs@nOx;(8@mgXJOX1NR7gqQTZLi>HmSVJ2Ub0V(I znq|0c6doChUF^2=Z`7xjLpd6tcX8fCP}HziHgYcM z%X9EhCt?_@1oSy>2`%x|i)S~JDCZ@&cH20anwCH%x-$viMs_0>W3%yBAK1aV>tj9- zOem}zBbj8>{--lB9qSW5Cx|(r*a~R)^?OxdLB0*GP85-!t6&?LO@XxAX=oX>gI;1l zTjIRIfqt1$&261zbuyn|nRFi=Hhe8N3|)^~GGSZ0uN^b*|-Z-cfukX@P_e`k*Et^4h&{PF$MZ*?U& zc*1{&ws3%vMl=8^?9TuGwFdtQ!8oP=K_K}zb>wd?p``YV@-R9& z6O5RH^S>%!pRK`-Fx~&7#oXE1;SVeIZ{fesp#NX_)?jA)e}w<96Y2lf@b@;5e``2s zh5NrYh5Rl3_x^-`OUJhVhxGsMR`^@|Zz}%3#Wz2}{lAF$e=G3&i%b4*1#dh5RsR2v zS^l@^-yGn7i|%y)BlT`nTZ1;6Ew<{}8kO*7G-I n>EC+pzWk%-KkV=SNnlb}LV|Jd|1jh*05dT2V>*J_A>jW2(dpcz literal 0 HcmV?d00001