{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "First, we need to load the necessary libraries" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:09:57.232744Z", "iopub.status.busy": "2026-03-13T14:09:57.232514Z", "iopub.status.idle": "2026-03-13T14:10:06.809908Z", "shell.execute_reply": "2026-03-13T14:10:06.808773Z" } }, "outputs": [], "source": [ "import pandas as pd # Used for data manipulation\n", "import numpy as np # Used for numerical operations\n", "import matplotlib.pyplot as plt # Used for plotting\n", "import spacy # Used for text preprocessing and NLP tasks\n", "from spacy import displacy # Used for visualizing NER results\n", "from wordcloud import WordCloud # Used for creating word clouds\n", "from gensim.corpora.dictionary import Dictionary # Used for creating a dictionary of tokens and their corresponding ids\n", "from gensim.models.ldamodel import LdaModel # Used for training a Latent Dirichlet Allocation (LDA) topic model\n", "from gensim.models import CoherenceModel # Used for evaluating the coherence of the topics generated by the LDA model\n", "import pyLDAvis.gensim_models # Used for visualizing LDA topic models" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We also need to download the spaCy English model for NER. This only needs to be done once" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:06.812942Z", "iopub.status.busy": "2026-03-13T14:10:06.812514Z", "iopub.status.idle": "2026-03-13T14:10:06.816138Z", "shell.execute_reply": "2026-03-13T14:10:06.815076Z" } }, "outputs": [], "source": [ "#!python -m spacy download en_core_web_sm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then, we download a dataset of central bank speeches. We are using the dataset from [cbspeeches.com](https://cbspeeches.com/) [@Campiglio2025], which contains a collection of speeches by central bankers from around the world." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:06.818693Z", "iopub.status.busy": "2026-03-13T14:10:06.818455Z", "iopub.status.idle": "2026-03-13T14:10:06.822943Z", "shell.execute_reply": "2026-03-13T14:10:06.822016Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Dataset already downloaded!\n" ] } ], "source": [ "import urllib.request\n", "import os.path\n", "\n", "# Create the data folder if it doesn't exist\n", "os.makedirs(\"data\", exist_ok=True)\n", "\n", "# Check if the file exists\n", "if not os.path.isfile(\"data/CBS_dataset_v1.0.dta\"):\n", "\n", " print(\"Downloading dataset...\")\n", "\n", " # Define the dataset to be downloaded\n", " fileurl = \"https://www.dropbox.com/scl/fi/la5hpz39yht8mmoz0n98t/CBS_dataset_v1.0.dta?rlkey=jo0u8ktm1ixkwic4jw03re9c6&dl=1\"\n", "\n", " # Define the filename to save the dataset\n", " filename = \"data/CBS_dataset_v1.0.dta\"\n", "\n", " # Download the dataset in the data folder\n", " urllib.request.urlretrieve(fileurl, filename)\n", "\n", " print(\"DONE!\")\n", "\n", "else:\n", "\n", " print(\"Dataset already downloaded!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then, we load the dataset into a pandas DataFrame" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:06.860986Z", "iopub.status.busy": "2026-03-13T14:10:06.860754Z", "iopub.status.idle": "2026-03-13T14:10:08.421944Z", "shell.execute_reply": "2026-03-13T14:10:08.420578Z" } }, "outputs": [], "source": [ "speeches = pd.read_stata(\"data/CBS_dataset_v1.0.dta\")\n", "speeches = speeches.set_index(\"index\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Data Exploration\n", "\n", "Let's take a look at the dataset structure" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:08.425491Z", "iopub.status.busy": "2026-03-13T14:10:08.425226Z", "iopub.status.idle": "2026-03-13T14:10:08.462477Z", "shell.execute_reply": "2026-03-13T14:10:08.461351Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Index: 35487 entries, 0 to 35486\n", "Data columns (total 15 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 URL 35487 non-null object\n", " 1 PDF 35487 non-null object\n", " 2 Title 35487 non-null object\n", " 3 Subtitle 35487 non-null object\n", " 4 Date 35487 non-null object\n", " 5 Authorname 35487 non-null object\n", " 6 Role 35487 non-null object\n", " 7 Gender 35487 non-null object\n", " 8 CentralBank 35487 non-null object\n", " 9 Country 35487 non-null object\n", " 10 text 35487 non-null object\n", " 11 text_original 35487 non-null object\n", " 12 Filename 35487 non-null object\n", " 13 Language 35487 non-null object\n", " 14 Source 35487 non-null object\n", "dtypes: object(15)\n", "memory usage: 4.2+ MB\n" ] } ], "source": [ "speeches.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see that we have a DataFrame with several columns, including the speech text, date, speaker, and title. Before we continue, let's convert the `Date` column to a datetime format for easier manipulation later on" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:08.464835Z", "iopub.status.busy": "2026-03-13T14:10:08.464627Z", "iopub.status.idle": "2026-03-13T14:10:08.475605Z", "shell.execute_reply": "2026-03-13T14:10:08.474763Z" } }, "outputs": [], "source": [ "speeches[\"Date\"] = pd.to_datetime(speeches[\"Date\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's preview the dataset" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:08.477801Z", "iopub.status.busy": "2026-03-13T14:10:08.477600Z", "iopub.status.idle": "2026-03-13T14:10:08.494033Z", "shell.execute_reply": "2026-03-13T14:10:08.493144Z" } }, "outputs": [ { "data": { "text/html": [ "
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URLPDFTitleSubtitleDateAuthornameRoleGenderCentralBankCountrytexttext_originalFilenameLanguageSource
index
0https://www.cbaruba.org/readBlob.do?id=10756President speech Managing the Economy as if th...2021-12-08Jeanette R SemeleerGovernorFemaleCentral Bank of ArubaABWManaging the Economy as if the Future Really M...abw_10756EnglishCB websites
1https://www.cbaruba.org/readBlob.do?id=7515Speech President of the CBA 4th Annual Future ...2019-11-01Jeanette R SemeleerGovernorFemaleCentral Bank of ArubaABWSafeguarding our Future: Strategies for an Aru...abw_7515EnglishCB websites
2https://www.cbaruba.org/readBlob.do?id=7518Speech Symposium President Semeleer CBA2019-09-06Jeanette R SemeleerGovernorFemaleCentral Bank of ArubaABWFOSTERING ECONOMIC RESILIENCE IN ARUBA; FROM R...abw_7518EnglishCB websites
3https://www.cbaruba.org/readBlob.do?id=7548Integrity Koninkrijk Seminar2016-10-28Jeanette R SemeleerGovernorFemaleCentral Bank of ArubaABWPresentation by Mrs Jeanette R. Semeleer, Pres...Voordracht door mevrouw Jeanette R. Semeleer, ...abw_7548DutchCB websites
4https://www.cbaruba.org/readBlob.do?id=7554Speech by the President at the BES seminar hel...2010-03-29Jeanette R SemeleerGovernorFemaleCentral Bank of ArubaABWOngoing changes in the supervisory landscape a...abw_7554EnglishCB websites
\n", "
" ], "text/plain": [ " URL PDF \\\n", "index \n", "0 https://www.cbaruba.org/readBlob.do?id=10756 \n", "1 https://www.cbaruba.org/readBlob.do?id=7515 \n", "2 https://www.cbaruba.org/readBlob.do?id=7518 \n", "3 https://www.cbaruba.org/readBlob.do?id=7548 \n", "4 https://www.cbaruba.org/readBlob.do?id=7554 \n", "\n", " Title Subtitle Date \\\n", "index \n", "0 President speech Managing the Economy as if th... 2021-12-08 \n", "1 Speech President of the CBA 4th Annual Future ... 2019-11-01 \n", "2 Speech Symposium President Semeleer CBA 2019-09-06 \n", "3 Integrity Koninkrijk Seminar 2016-10-28 \n", "4 Speech by the President at the BES seminar hel... 2010-03-29 \n", "\n", " Authorname Role Gender CentralBank Country \\\n", "index \n", "0 Jeanette R Semeleer Governor Female Central Bank of Aruba ABW \n", "1 Jeanette R Semeleer Governor Female Central Bank of Aruba ABW \n", "2 Jeanette R Semeleer Governor Female Central Bank of Aruba ABW \n", "3 Jeanette R Semeleer Governor Female Central Bank of Aruba ABW \n", "4 Jeanette R Semeleer Governor Female Central Bank of Aruba ABW \n", "\n", " text \\\n", "index \n", "0 Managing the Economy as if the Future Really M... \n", "1 Safeguarding our Future: Strategies for an Aru... \n", "2 FOSTERING ECONOMIC RESILIENCE IN ARUBA; FROM R... \n", "3 Presentation by Mrs Jeanette R. Semeleer, Pres... \n", "4 Ongoing changes in the supervisory landscape a... \n", "\n", " text_original Filename Language \\\n", "index \n", "0 abw_10756 English \n", "1 abw_7515 English \n", "2 abw_7518 English \n", "3 Voordracht door mevrouw Jeanette R. Semeleer, ... abw_7548 Dutch \n", "4 abw_7554 English \n", "\n", " Source \n", "index \n", "0 CB websites \n", "1 CB websites \n", "2 CB websites \n", "3 CB websites \n", "4 CB websites " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "speeches.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's look at the first speech in detail" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:08.496239Z", "iopub.status.busy": "2026-03-13T14:10:08.496038Z", "iopub.status.idle": "2026-03-13T14:10:08.500688Z", "shell.execute_reply": "2026-03-13T14:10:08.499780Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Title: President speech Managing the Economy as if the Future Really Matters Business Day at the CBA\n", "\n", "Authorname: Jeanette R Semeleer\n", "\n", "CentralBank: Central Bank of Aruba\n", "\n", "Date: 2021-12-08 00:00:00\n", "\n", "text: Managing the Economy as if the Future Really Matters Speech by the President of the Centrale Bank van Aruba Business Day at the CBA December 8 & 9, 2021 Slide it 3 Ladies and gentlemen, To say that 20...\n", "\n", "URL: https://www.cbaruba.org/readBlob.do?id=10756\n", "\n" ] } ], "source": [ "idx = 0 # index of the speech to display\n", "max_len = 200 # maximum length of text to display\n", "\n", "for column in [\"Title\", \"Authorname\", \"CentralBank\", \"Date\", \"text\", \"URL\"]:\n", "\n", " # Get the data and truncate if it is too long\n", " data = speeches.iloc[idx][column]\n", " data = (data[:max_len] + \"...\") if isinstance(data, str) and len(data) > max_len else data\n", "\n", " # Print the column name and data\n", " print(f\"{column}: {data}\\n\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's check which central banks are most represented in the dataset" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:08.502806Z", "iopub.status.busy": "2026-03-13T14:10:08.502609Z", "iopub.status.idle": "2026-03-13T14:10:08.698989Z", "shell.execute_reply": "2026-03-13T14:10:08.697950Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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/Tffu3U2VKlUiq5UqVKhgl2krKXjo0KF225133mmXYbMyCQAAnFQQs2jRIlO3bt3Iz34eym233WZee+01s2zZMvPOO+/YwnQKZPTcsWPHmrx580b+m4EDB5osWbKYFi1amL/++svUq1fPjBw50mTOnDnyHCUHd+nSJbKKSQXxjlebBgAAJJZMnrJl45ASezXqoymotOTHlH14Urru17q+V5v0lt6vIaNeBwAg8exNw/mb3kkAAMBJBDEAAMBJBDEAAMBJBDEAAMBJ/3nFXuC/QoIyAOB4GIkBAABOIogBAABOIogBAABOIogBAABOIogBAABOIogBAABOIogBAABOok4MkI6odQMA6YeRGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4CSCGAAA4KQsQe8AgPAr+/CkdP9/rOt7dbr/PwDEF0ZiAACAkwhiAACAkwhiAACAkwhiAACAk0jsBZAw0jtBmeRkIOQjMbNmzTLXXHONKVGihMmUKZMZP358ksc9zzO9evWyj+fMmdPUqVPHrFixIslzDh48aO69915TuHBhkzt3btOsWTOzYcOGJM/ZtWuXadOmjcmfP7+96f7u3btP9nUCAIBED2IOHDhgzj//fDNkyJAUH3/hhRfMgAED7OMLFy40xYoVM1dddZXZt29f5Dldu3Y148aNM2PGjDFz5swx+/fvN02bNjVHjx6NPKdVq1Zm6dKlZsqUKfam+wpkAAAATmo6qXHjxvaWEo3CDBo0yDz66KPmhhtusNvefvttU7RoUfPee++Zjh07mj179pjhw4ebUaNGmfr169vnjB492pQqVcpMnz7dNGzY0KxcudIGLvPnzzc1atSwzxk2bJi55JJLzOrVq0358uV59wAASHD/aWLv2rVrzebNm02DBg0i27Jnz26uuOIKM3fuXPvz4sWLzeHDh5M8R1NPlStXjjxn3rx5dgrJD2CkZs2adpv/nFiaotq7d2+SGwAAiF//aRCjAEY08hJNP/uP6d9s2bKZAgUKHPc5p512WrLfr23+c2L16dMnkj+jm0Z2AABA/EqX1UlK+I2dZordFiv2OSk9/3i/p2fPnuaBBx6I/KyRGAIZAPGGFhBAOo3EKIlXYkdLtm7dGhmd0XMOHTpkVx8d7zlbtmxJ9vu3bduWbJQnetoqX758SW4AACB+/adBzBlnnGEDkGnTpkW2KWD5+uuvTa1atezP1apVM1mzZk3ynE2bNpnly5dHnqMEXiUAf/vtt5HnLFiwwG7znwMAABJbmqeTtBz6559/TpLMq+XPBQsWNKVLl7bLp5977jlTrlw5e9P9XLly2SXTonyVdu3amW7duplChQrZ/6579+6mSpUqkdVKFSpUMI0aNTIdOnQwQ4cOtdvuvPNOuwyblUkAAOCkgphFixaZunXrRn7281Buu+02M3LkSNOjRw/z119/mc6dO9spI60w+uKLL0zevHkj/83AgQNNlixZTIsWLexz69WrZ//bzJkzR57z7rvvmi5dukRWMakg3rFq0wAAgMST5iBGFXiVYHssSrxVxV7djiVHjhxm8ODB9nYsGqFR/RgAAICU0AASAAA4iSAGAAA4iSAGAAA4iSAGAAA4KV0q9gIAcDxUHsZ/gZEYAADgJIIYAADgJIIYAADgJIIYAADgJIIYAADgJIIYAADgJIIYAADgJIIYAADgJIIYAADgJIIYAADgJIIYAADgJHonAQBwEuj/FDxGYgAAgJMIYgAAgJMIYgAAgJMIYgAAgJMIYgAAgJMIYgAAgJMIYgAAgJOoEwMAQAIr+/CkdP9/rOt7dbr8XkZiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAkwhiAACAk/7zIKZXr14mU6ZMSW7FihWLPO55nn1OiRIlTM6cOU2dOnXMihUrkvyOgwcPmnvvvdcULlzY5M6d2zRr1sxs2LDhv95VAADgsHQZialUqZLZtGlT5LZs2bLIYy+88IIZMGCAGTJkiFm4cKENcK666iqzb9++yHO6du1qxo0bZ8aMGWPmzJlj9u/fb5o2bWqOHj2aHrsLAAAclCVdfmmWLElGX6JHYQYNGmQeffRRc8MNN9htb7/9tilatKh57733TMeOHc2ePXvM8OHDzahRo0z9+vXtc0aPHm1KlSplpk+fbho2bJgeuwwAAByTLiMxa9assdNFZ5xxhrnlllvMr7/+arevXbvWbN682TRo0CDy3OzZs5srrrjCzJ071/68ePFic/jw4STP0e+qXLly5Dkp0RTU3r17k9wAAED8+s+DmBo1aph33nnHTJ061QwbNswGLbVq1TI7duyw90UjL9H0s/+Y/s2WLZspUKDAMZ+Tkj59+pj8+fNHbhq5AQAA8es/D2IaN25smjdvbqpUqWKngyZNmhSZNvIp2Td2mil2W6wTPadnz552Ksq/rV+//l+/FgAAkMBLrLW6SAGNppj8PJnYEZWtW7dGRmf0nEOHDpldu3Yd8zkp0bRUvnz5ktwAAED8SvcgRrkqK1euNMWLF7c5MgpSpk2bFnlcAcvXX39tp5ykWrVqJmvWrEmeoxVOy5cvjzwHAADgP1+d1L17d3PNNdeY0qVL29GTZ555xibZ3nbbbXY6SMunn3vuOVOuXDl70/1cuXKZVq1a2f9e+Szt2rUz3bp1M4UKFTIFCxa0v9OfngIAAEiXIEZF6Vq2bGm2b99uihQpYmrWrGnmz59vypQpYx/v0aOH+euvv0znzp3tlJESgb/44guTN2/eyO8YOHCgXabdokUL+9x69eqZkSNHmsyZM/OuAQCA9AliVKDueDQao4q9uh1Ljhw5zODBg+0NAAAgJfROAgAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATiKIAQAATgp9EPPqq6+aM844w+TIkcNUq1bNzJ49O+hdAgAAIRDqIGbs2LGma9eu5tFHHzVLliwxl19+uWncuLH5/fffg941AAAQsFAHMQMGDDDt2rUz7du3NxUqVDCDBg0ypUqVMq+99lrQuwYAAAKWxYTUoUOHzOLFi83DDz+cZHuDBg3M3Llzkz3/4MGD9ubbs2eP/Xfv3r1p+v/+c/BPk57Suj8nI71fg/A6Uof3IrE+U/HwGoTXkTq8F+nzmfKf63neiZ/shdQff/yhvfe++eabJNufffZZ75xzzkn2/CeffNI+nxt/Az4DfAb4DPAZ4DNgnP8brF+//oSxQmhHYnyZMmVK8rMis9ht0rNnT/PAAw9Efv7nn3/Mzp07TaFChVJ8/n9B0aKmt9avX2/y5ctnXBUPryMeXkO8vI54eA3C6wgP3ovEei88zzP79u0zJUqUOOFzQxvEFC5c2GTOnNls3rw5yfatW7eaokWLJnt+9uzZ7S3aqaeeajKC3kiXD9bx9Dri4TXEy+uIh9cgvI7w4L1InPcif/78bif2ZsuWzS6pnjZtWpLt+rlWrVqB7RcAAAiH0I7EiKaH2rRpY6pXr24uueQS88Ybb9jl1Z06dQp61wAAQMBCHcTcfPPNZseOHebpp582mzZtMpUrVzaTJ082ZcqUMWGg6asnn3wy2TSWa+LhdcTDa4iX1xEPr0F4HeHBexEe2UP2/c6k7N6gdwIAACCtQpsTAwAAcDwEMQAAwEkEMQAAwEkEMQAAwEkEMWnwww8/HPOx8ePHG9eoP9Xq1avNkSNHjGvi7b1A8A4cOBD0LiCKjkvTp083Q4cOtdVbZePGjWb//v38nULCC8G6IFYnpUHx4sXNN998Y84888wk2z/++GPzv//9z5mD4J9//mnuvfde8/bbb9uff/rpJ/uaunTpYss8xzbdDCOX34vo9hip6eTuih9//NHWcVJwHK1Zs2bGBXny5DEtWrQwd9xxh7nsssuMq6ZMmWJfi/8aXnnlFTNs2DBTsWJFe79AgQIm7H777TfTqFEj+3lSY1//GNW1a1fz999/m9dff924RN8JVZtXO5xopUuXNmHXp08f29Yn1tGjR03r1q3N+++/bwL1XzZtjHdPPfWUV7ZsWW/jxo2RbWPGjPFy5crlffDBB54runTp4lWrVs2bPXu2lzt3bu+XX36x2ydMmOBVrVrVc4HL70WdOnWS3PLmzWv3+4ILLrA3vSf58uXz6tat67lAn5/zzjvPy5Qpk3fKKafYf/37urni008/9W644QYvW7ZsXrly5bw+ffrYRrSuqVy5sjdp0iR7/4cffvCyZ8/u9ezZ06tRo4bXtm1bzwXXXnut17p1a+/gwYNenjx5IseomTNnemeffbbnip9++sm77LLLIt8F/+Z/P1xw2mmneUOHDk2y7ciRI96NN97onXvuuV7QCGJOIgCoWLGit2PHDu/dd9/1cubM6X300UeeS0qXLu3NmzfP3o8+QKxZs8aeUF0RD+9F//79vWuuucbbuXNnZJvu6yDer18/zwVNmza1+7t161b7efrxxx9tgHzxxRd7s2bN8lyzfft2b8CAATYwy5Ili3f11Vd7H3/8sXf48GHPBQqC165da+8/+eSTXvPmze39xYsXe0WLFvVcUKhQIW/VqlXJjlF6Xfqeu6JWrVpe7dq1vcmTJ3tLlizxli5dmuTmgkWLFnmnnnqqN3bsWPvzoUOHvOuvv96rUKGCt2nTpqB3jyDmZOgKQVdqunoeP3685xodBPyDQvQBQl8qjQC4xPX3okSJEt7y5cuTbV+2bJlXvHhxz5UTzvfff2/v6/Pjn3y+/PJLZ0b2juXll1+2Ixm6ci5SpIj3+OOPewcOHPDCrECBAt6KFSvs/UsvvTRyFe1SABD9GqKPUQqONTLgCh2XVq5c6bnuq6++st9tHWN10aWLx82bN3thEOq2A2Hw6aefJtt23XXXma+//tq0bNnSZMqUKfIcV+b+L7roIjNp0iSbFyN6DaJ5c/WoCqt4fC/U1n7Lli2mUqVKSbZr/txPZgw7zY0rB8PvPq/ky/Lly9v2IEocd83mzZvNO++8Y0aMGGFzMm688UbTrl07+7r69u1r5s+fb7744gsTVsqFUd7VpZdear799lszduxYu115JSVLljQuuOqqq8ygQYNsvzzRd1sJvSp336RJE+MK5SFt377duK5OnTpm1KhRpnnz5qZChQr2mKvvehiQ2HsCp5ySugVc+pLpYO6CuXPn2qS5W2+91YwcOdJ07NjRrFixwsybN89+ONU9PIzi8b1QErL+5v379zc1a9a023SSfPDBB03t2rUjyddhdvnll5tu3brZgLJVq1Zm165d5rHHHrMnoMWLF5vly5cbF3zyySc2cJk6dao9+bRv394mLp566qmR5+h7csEFFyRLXg4TBV6dO3c269evt8n6CsDk/vvvt9+Ll19+2YTdH3/8Ya688kqTOXNms2bNGtsEWP/qxDlr1ixz2mmnGRfMmDHDfheee+45U6VKFZM1a9Ykj+fLl8+E0Q033JDidh2bzj777CQBjL43QSKISVDLli0z/fr1sycZZcxfeOGF5qGHHrJfNGTsSrHu3bubt956yxw+fNhuy5Iliz3xvPjiiyZ37tyhfzt00tdqMB34fv31V9O0aVOzatUqU6hQITsKoJORC/Lnz29uueUWG7xotDIlf/31l3nhhRfsiADSl/7WY8aMSXKM0oVXzpw5nfnT+xde/mi3T6kcYb7Yuv3221P9XAX+QSKIAUJAQcAvv/xiD2660nEheDmenTt32qW8sQfvsAeUuXLlMvFAnyWdXPTvSy+9ZEcutPS6VKlSyaYuw0bBvKYjJ06caEfEXKZR1uO54oorMmxf4hVBTBp9+eWX9pbSmn9dTbugbt26dphcc/26+nRVPLwXCD4nKbXCOvSf0omzcePGNidGUy8rV660NVY0gqQcmY8++siE3emnn24L3Sn/Ajgegpg0eOqpp8zTTz9t52dVbC32KnPcuHHGBZon//DDD83u3bttklybNm3sv9myZTOuiJf3QiMwShY9VjCm6Zkw0tSR8ql0Yj/W/HlY5sxPNNx/otGisA/9x1Jy/k033WSTe/PmzWu+//57G8QsXLjQ5i0p3yTs9J3QlOSbb75pp1ddp1G+lApBnnfeeSbstmzZYqe8/WNUbJXeoL8X7n86MpCqROrArZO+y5TYp8x/Xem899575rbbbrMJdBqZ0ZyzC0Oc8fJeKP9CV856HSkFY2GlETx/X10ezfvqq69MPOa76Xsdq0iRImbHjh3GBQsWLLAnTa0CU55e7PRqmAPjaNu2bbP5JZ9//nmKjwcdAKRG27ZtbQD2+OOPh/IYRRCTBoqia9WqZeKBrkAbNGhgbwoIPvvsM/Pss8+a4cOHO/HFipf3Qgc3LXfX0L9LopP5gk7s+zdcCNjTSqupNm3aZM4444wk25csWWKnaVx5DVrO6zq1SdBqPa3q0TS+Rog1svHMM8/YFYkumDNnjpk9e7apWrWqCSOCmDReNesKRxFpvFBNDK0AGD16tG2qeKxVGWETL++Fkl8LFiwY9G4gTob+RcvctdJQU8a6atYUpfqMaUpAS/pd4HJgHLvEesKECfa4qgtH1U5SDRxNw6on0dVXX23CrlSpUqFo9HgsBDFpoMZjqn2haRgd0GLX/LvSrE/JjGqUqCBg5syZdr5cBz4FM1oZ44J4eS969+5tnnjiCVsPxqWVMaqVktph5e+++864IB6G/kUjqpoC0KiLTj5a4aN913dcNUtcovdEBRP1WTvnnHPslJhLlPPm17TRxYpej16Hpshc+V4MGjTINgVWN/GyZcuasCGISQONVPhDarEFvMI2T3g8RYsWtSMA6tirIkyujL7E43uhIWUtg9V7ogNEbDAW1gOdEkSjA8pXX33Vniz9is8aPldhOBVdc0U8DP2LPkPvvvuuTXzXFJJGYhR0litXzrh08ldFcVVO9pPdlbenkaTBgwc7E/BrqbiCMH23dbzyAwFN4Su/xAU333yzHZ0866yz7N899hilcgpBYnVSgtGVmdoLaIm1KweCeKZVVsfjQlE1Te3pgKxRpdh9V9VYV5a76zVo6P/iiy+2w/2LFi2yV81qZaHlycoNQMZQFXGNsg4ZMiSSL6a/v1ZWajrmtddec+KtUDCpujcaGVNA2bBhQ5tcrZWgWpigACHs3j5B1XAtDAkSQUyC0VVNjhw57FWyS1dmCC+tTtIJP/bz5JeL37Nnj3GBAheN8OlKWTedgHQCXbt2rS0Qp6tRF2jqSCfIYy3bV55G2KmsverZqGdP7GoyjSBrWsZF+gxp6Xjp0qVD03vIdUwnpZFqLShhLqXEPxeW/Sm5TCcbXQ24HsS4/l7EC5WB11Vy7OdJ2xQwuyIehv7lvvvus0GMkkYrV67s1PRq9MleU6yxlF/iSjCZ0ii4vitqn+ByK4jD/9ceJTRFIINuo+2S999/38uaNat39dVXe9myZfOaNm3qlS9f3sufP7/Xtm1bzxUTJ070LrvsMm/ZsmWeq+LlvThy5Ij34osvehdddJFXtGhRr0CBAkluLujTp4+XPXt27+677/ZGjRplb7qfM2dO+5grRo8e7Y0YMcLe/+6777wiRYp4p5xyipcjRw5vzJgxnisKFSrkTZo0yXPZlVde6d10003eX3/9Fdn2559/2m316tXzXPLmm296lSpVsscp3XR/2LBhniv2799vv8/+9yH2FjSCmDSoUqWKN2TIEHs/T5483i+//OL9888/XocOHbwnnnjCc8Wpp55qv0z+AdrFE2e8vBePP/64V7x4cRvI6L3o3bu3165dO3sieumllzxXjB071qtVq1bkM6T72uayAwcOeIsXL/a2bdvmuUSfp9WrV3su0wXW6aefbr8HCmgUuOi+ti1fvtxzxWOPPeblzp3be/jhh70JEybYm+7rmPXoo496LujcubNXoUIF78MPP7QXJm+99ZY9TpUsWdIG/kEjJyYNVDVSuSQaYtZ8puZntVROvUnUqVcFplwQ9kStRHovlPGvCsoa+leJ+KVLl0a2aZVMSpVXkT60mke1VGIT3jWEro7iWgrvAq2kUrsKJcW6OJUU/XdX/SrlkPhLxV3rYq1jk1ZTtWzZMsn2999/366+2r59uwm70qVL21Viyk/S1JFWTKoUx6hRo+zrmDx5cqD7R05MGmid/759++x91WDQ0l6dONWDyKV5WheClER5L1RsUPstefLkiSTBNm3a1LlCfspLSimRVAdBV1aKderUKVkQo8+THnMliFEukoJ61btRQnLsklhX8sUUrHTo0MG4TEnWSm6PVa1aNXPkyBHjgp07d0aqPyuI8ZdUX3bZZeauu+4KeO+MOSXoHXDJ5ZdfbqZNm2bvK0NeCXT6kinKrlevnnGJapOo8JX2XScemTJlih3dcEG8vBclS5aMjBrp6ka9Yvyk5ezZsxsXaBWS3g+ddFSRVAc83TRKFlv6Psz8Ro+x1EDRparKKtl//fXX25YKGgnQ6rHomyuUZH3PPffY73P9+vXtfY3KuESlLFJaDq5CnRpVcsGZZ55p1q1bZ+9rNOyDDz6w99WqRp+1oDGdlAaKQFXYq0SJEvZqs1+/fvaqRycfXTWrgJwL1HCwcePGdvnorFmz7BSMPqiqhfHtt9/apY1hFy/vhSph6urmkUcesX93BWE6+WvF1f3332+7+YadPkfqNKzXklKDuPPPP9+EmT4r2meNgum9iN5/XUnv37/fjtC88sorge5nIvG/CxrFiC6gqOBeU6zq0u0Cv2CfSvfXrFkz8jpUP0mF+6JHycJaZXzgwIG20KBq9GiET1Pf+l5oJEn7rAvIIBHEJCAdFHQQeOCBB2wehq40FcToAKFKrH/88UfQu5iwdICbO3euDcaaNWtmXKD8pMWLF5tzzz3XuEg5YhqFueOOO2yJ9ejRChUlU1Dpn0iRMXQ80iiG8pRiCygqF0M5Py5Q5efUUODsQv0e+e233+z3Xbl7YbhAIYg5STroKSpV8pm6Kbty5e/nXixbtswO9UcHMRoy1IlIIxwu0NWASsNrJEkHgQoVKphrr73Wjgog46htha7WNEfuMo1Q6rscm0PiAtUeUXE7HYdO1NcqrK0soikvSYUHY3u5aepSJ06X8t6Qvjjap4KSRTVkpi+/hgSV/d+kSRN7xSxqSqb8DFe63GoeU3kYsfkKKoutJFkXKJFXAYsSY1WkTH766Sf7XqhMvJ8sG0bav9RyYTTm+eefNz169LB9uPR3jw0CAi+GlYqGqKKTvy5KdEtJmF+Hvgt+DlV0XytXaSXM7NmzkwUxmjJW/hUy1pdffmkvVPwLRl3sqteYcpWCxkhMKnvDKHdEc5gTJ060VW81EqOhZ93XAVyjG0p0coH2d968ebbarXrDKDhTozu9Pt1c6NejYFLVOzUV4I+CqXmfepQoUVmvL6z0mUkNHSxc6Jzsv57Yq38/UTbsr0H7f7yRC1deRzxRlWStBlPSfnQuiY5ZWimmXDhXAn3XK4sPGTLE5ufdeOONSfKTlLeknBglXAeJICYVNDqhZDJl+ytfRElamr/0+3ooGVZfJI0KuMBvSDZmzBh7gNb0iw7QrVq1suXKlcQVdloJo349WkIaO0Kj6Y1jXU0jfaZhjkffG5f335XXEUvfj+ipVi3rdUW8BPo6xurCsEGDBna0Xv9qSkznCq0gGzFihHHh/NezZ89kwYoS3Z999lmzceNGEySCmFTQSV7Z5H7/FM3XKqdEiU2iD6Te6DB/mVKi5DiNwmh1j4bSXeqlpN42ugpQYbtoCi419af3B0hEGzZssCt7vvnmm8gSWE2JK99Hxcl0EYaMoRQDdeS+++67I/mHmsbXNp1PTtTFPgzy5s1rUw1Syk/SeUOr94JETkwq6CQfPTqh+9HDz65WxVQyr24KvnTS13RMmBOU/dwFUf6Flvz16tUryXCzVjMoR8MVqsybEn2m1DxRB47atWuHcnRMiZep4UquWLzQKiuNtmoUxs8XU80VbW/Xrl2kFhEyph6XliSLcpYOHDhgv9uantEFmAtBTLNmzewCigcffDDJ9gkTJphrrrnGBI0gJpXefPNNm/ciWh+vaRe/lbpfOdYVSshSAqYOaApgNEyuJGWNMCnnx58mCxtdVUYHjJoK05y5v00/i75YroyKKVlu27ZtdrWFAki9Bl01673Q5035PQo0tRIubFfQGg3T397/u7s43B+PlBCr77MfwIjuq/y9avq4Qid8TfWllEuiCxgXuFpZ/OWoiytNRWraaObMmUlyYjTS161bNxM0ppNSQXUiUjPasnbt2v/iPcmQKrHjx4+3haT0b+fOne0HVEWZdLLUh9Pl3AWX8hc0vK/qnQqS/enJn3/+2Q4333nnnfakc8stt5hixYqFrgih6kWkhqr4IuMoYFEtlYsvvjjJduXuKe9Nn6+w0/SFVoDqRK9gRsGA+gwpuFdCvyt1YvT31nFWNbkUCLz00kt2JZnyY7QsPqyJvWekstK2zouBvxdBd6BExsuePbu3fv16e19dn++77z57/9dff/Xy5s3LW5KBzjzzTG/JkiXJtn/33XfeGWecYe9/8803XrFixXhf0sH333/vHT16NK7+tuPHj/cuvvhib+HChbazu+h+zZo1vXHjxnkuuOKKK+yx6ciRI5Eu9b///rtXu3Zt7+OPP/ZcsWPHDu+PP/6w9/U5e/75571rrrnGu//++72dO3cGvXtxgSAmAZUuXdqbOnWqPUCUKlXK++yzz+x2tbg/9dRTPRd8/vnn3uzZsyM/DxkyxDv//PO9li1bOnVwUGt7nWBiffvtt/YxWbt2rZc7d+4A9i7+nXLKKd6WLVvsfQWN27dv91yn73C2bNnsa9O/0fcLFCiQ5BZW+fPn91atWhW5/+OPP9r78+fP98qXLx/w3iW2I0eO2AuvsBxnyYlJQLfffrvNJfH73Fx11VV2+4IFC5wpHa8kMz+BV0nJGq7V/KxWJ+m+C0sX/bLkmjrSdJIy/f2hdHWH9Vde+dWVkT55VpoG1hSFKlbHduB2kepXuU4FE/0p/KJFi9q8GOVmqCWE7odd9CKE4616je2Y7kIOZe3atW0drrDkUBLEJCCt6KlcubJdNq4eSn6lT62AURM/F+jEo46q8vHHH9tkXq1Y0pJxzaW7Yvjw4aZNmza2hodf6VaJ4+rcq8dECb6qEo3/XvPmzW3+lB/QK3/hWCvBAp/7T6XbbrvNuE4BvercqBinAn0VvlNOjHJ9wlyN+1iLEI7Xd0wXkcqVUa5iGH300Ue2j5WooKuCfXUTVw7lo48+GngOJYm9CU59krSU1zVK9FMJcgUy6tmjglJKhNUXTNvCnPmfEh0U1DZBU7waDYteWRLW1gnqhO5in6FYU6ZMscmuWvGiJfqqi5GSoLv1JlJfMQUwWtWjAEar9xSY+V3qNcoahsaD/3YRgkb9VCldReP0mZs8ebIJoxw5ctjvh4IsHWM1AqPRPl1I6n1IzahTugp6PgvBzGk+/fTTXokSJbzMmTPbpDl57LHHvDfffNOJt0TJcQ0bNrSvI2vWrN6GDRvsduX6lCtXLujdi3vKsdi6dWuyvBKXtW3b1tu7d6/numXLltmE8Vy5cnkXXHCBvSmnqmzZst4PP/wQ9O4hxooVK0K9oKJ0yHMo3QjLA5SWKDPMDeKiaamfeg698MILpkOHDpHtGqZV3RLNfbrQz0NLwzXU+dprr0UaV37++eemUaNGxqUrZtUcUoM11YSJzclQjk8YqdGmakVoGs/vLeS66DwqVb3Va3KlIWpsrze149BoRmxfMV1Jh7mvWCLS6JKmycLq9pDnUDKd9C+bw7nYIE5fmqFDh9q8C78UtgqqaUpDxYx0wEPGUD8SBTGq6ukfJKIpqAxrXpWmXlITvLjyvVAA+cwzz9j8I7+Uur4fShjX3H9q+/kELR76iiknJqXPVnQlawVlmm5C+tPFop9D6efu6EJYuT+apgwSIzEnoOJv8UZNLGP7YPgHcZUrd6mkt66e9a8S47TCRPkNqmwbewAPc4O4Dz74wKlkZD+IURE+zZWrLLneB79Pj6sUqCiZum/fvrbIoC5OlLSo16rcMY1gukD5VMq1iP0OaKQvpe99GGk0VSOsGh1W0T69FwrM1OpCwcuPP/5o6tevb4vFBX0SjXfr16+3HaxjKU9Jo7GBC3o+CxmvWrVq3qhRo+x9v5CU9OrVy7vsssuceEtmzpxp66jUr1/f1r/wX4OKSTVv3txzRfHixb3Vq1d7LtPn5sCBA57r9F5MmDAhxeJxyh9zxaRJk7xKlSp5H374oS1qqZvuV6lSxT62Z8+eyC2s2rdvb/PdYvXu3ds+Jk888YQ9loVNvBVQLF++fIr1k+bMmWNr+ASNIOYk6IC9cuVK+2GNvrni008/tR++vn372uS/F1980R4YFAx88cUXngtUfbR///7JAjEViXPphNOvXz+vc+fOkcqqLlOirwoQ6uDmJ/26Vsk6pYBSRddy5MjhuSJTpkyRm5KudUvpZ/0bVvny5fPWrFmTbLu26THRMVjf/bCJtwKK7du39y688MIkSe9ff/21TUYeMGCAFzSmk9JAS/2U5KTkUZfn/pWMOXbsWFtXRXPMqsGgPh6qAeAnbYWdCsC99957KSac7tixw7hCy0Y1ZanPlIb/Y5csh7W3SjQtZ1duj5IT/e+Aaq1o2buaDrpQ0Eu0XFQJ47GdxbUt7Et6420KXHkvamIZO/2lbX5JCE1/+zWuwiTeCii+8cYbNhdGeXvqgK7EcE0hK38sDGUHCGLSWLlQSa+aB1RCmeowaO7ZTwZ0ScOGDe0t1sKFC23yX9jpQLFp06ZklWxV7dalFSV6Hddff71x2f3332/rYqh2jN8lWcGZ6q4oKVa5DS7Qaj0dqKdPn24T3BXg66SpnICw1vBwufnp8dx7772mU6dOZvHixfZ4pPdCDSxV2fqRRx6xz5k6dWqkynWYxFsBxUyZMtlGtfpuaDGI8pL69OljL1zCgNVJaaAP5YQJE2yimZZT+xUldfDWAVAHbhdo5YW+VFrF4Fu6dKl5/PHH7cHahRGlHj162CuCDz/80L4HqtSrgFJX/7o9+eSTQe9iwihcuLBdvRBbflwjAlqaqRFMV2zcuNEWH9NKPU23q3CilvKXKFHChJlOLKrCrRVUun885513nnHBu+++a0fBVq9eHUlYVnCjztCiVVb+aqWwcb2A4g8pfIZUfLBly5Y2mFFblNB8noKez3KJ5gDVjE/KlClj5/797s9+s74wU4JfrVq17JytCsSpk6rye9q0aeNlyZLFJsTOnTvXc8GhQ4e8Vq1aReb39Xp0v3Xr1rYoU9idqDjc4cOHvQULFngu0Gffb9AXTcWwlHOF9KfvgP+Z8vNdonNjonNikHFcLaCYKYXPUGxuVVg+T4zEpIGGNTV1pGmY6667zo7GaFhNc+i6EtVS3zBT/wvlkqjAnfoNzZo1y1StWtXO92sUxsUmg/qbawpJ884aWi5XrpxxgUbCNB2meXNRWXgNj5cuXdr+rFElXf27MCqmIeZChQrZXir+VbGukrUEc+fOnXZ6Bunrt99+s58djUzo/vGUKVPGmbfj0KFDKRaB9L8nLnGpgOJvJ/gMherzFHQU5ZLRo0d7I0aMsPe/++47r0iRIjYS1cqFMWPGeGGnVTv+6NGmTZtsJN2nT5+gd8tL9Cvn2BVWsnnzZvscV8rcn3766V6hQoW8K6+80qtXr569r20ajQHS6qeffrLlHvzVVK6sqoqlpdZPPfWUXVHlvwatDNXy8Xhahh0kEnvT4NZbb43c11W/381TVwXKCwi7zZs3m7POOsveL1asmM2JcalQ1AMPPJDq5w4YMMC4zpVS/srFWLNmjRk9enQkl0SF8PR9ic67QvpRXl5qaWVJ2KmgnZpVTpw4McVK1q5wtYDip1ENXk/02Qr688R0Uiqpkq0Sy/SlUrKfizSFoUBGy5BFyWZK4HJlGim2xLhWLmi6xe/4rC7Qeo3VqlULbc8hnxIw9V7400nR7R9cm05C8FLbEsGV9ii5c+e23+8w9Ob5N/Qdfv3115Od6LVARAnjqp4e9uPTKcf5bIXh88RITCopIj148KCzVwSiqwDlL+gKx89bUM2YbNmyJXmeVvqEvf6FRlp04lf/jugmd6rjc/nll5uw0+dI2f7KIfF7b2nVmN9wNPD29glII0nKG0vJgw8+aF588UUTVq7XIomlC8Xt27cb1yknLKVATNv0mAufp39C/tliJCYNNCSo4XLVKvADAZc89dRTqXqeC8uTlRynwkspNblr0KCBXSrrUmPR2E7QrjUVjQeq2aNApmnTpsnq4KjHlRKxkTE0kvrYY4/ZgpzqnxRbBFKLKlxQo0YNe4stoKil4qrJFYreQ/+CRpKCTlQmiEkDFSX78ssvTZ48eewXS0OerlVXjRcahdGQ7JVXXpns4Kc8H41yhJmKwyVK4TJXqLaHcnmUA1C7du3IyUbfa33vwzy1oZPknXfeaUf2Yk+YsVS7JOz8KYzYkW/Xgnt9z1VXRXmTKRVQdGHUOCWaalI+jy7og+6KThCTBpqqOB518kXGUEE7HSBUKblmzZp2m65qNOyvE5CmmRC82BGmsNOIi3IVNMr31ltv2UBZ05gqqBhmymtT8U0tdT9ejpveCxeqxJ4oyHcpuHe1gOLu3bvN3Xffbb8LGgl7+OGHbZVeJSX369fPjoJrsYUK4AUq0LVRwElSkb677rrLNu3zly6qgaW27d+/n79rBnruuedS3K6ig7fccotz78Wrr75qP1clS5ZMsQkhkAjuuusu+x3o1q2b7YquY2zjxo29unXrejNnzvTCgpGYNNDUhYaWNXceTUmYKn4X9hUx8ejAgQO24J2ucNQsLnaKD+mvaNGipnfv3nY6w6fhfk3NKEdp5cqVzi3bV/FKlVHwSxLEy7L9MIvH1gkuK1OmjF0eXr9+fTt6p+OrpiIHDRpkwoQg5l8si/WpoqSSm7QMG0g0WgqrA93QoUNtryR9D26++WY7fK7AXjWJXFm2f7xpGFcuUhRAjhw50ubxpFTtNqyvI3ZZr/7mujiJ5VJOjMuyZs1qK/f6017qRq8mnAo0w8S9JTYBiL4q+PHHH+0XzacvkxICg87QTsQRGK0WO9aBOszz/tFXnPFAdXnU0V0J1dmzZ7dXbxodUy6JRmnCLHrZfrxQU0EFMUoo1efMlZyktWvXRmpY6T6C9c8//yRZFaYaXGEc6WYkJo3LYVO6MlBV0sGDB5s77rjDhNWJViy4tnpByWRK/mvTpk2KFT3D2h02tm+SittpqaUSMl2nVT3Nmze3faB0te9CFet4pL+7+lg1adIk6F2B4+e9xo0b2wsT+eyzz2xKRdhW5RLEpIKG1BS86ISj4TT/akFUKE4nI52Ywiy1VXldWb2gvKRJkybZUt6uUcCi5ZWqH6EDharzRn+mXHDDDTekuF0rxDR3Hh3ABH2QS4TRvWga/p85c2boV1Sl5OeffzZ79uyxo3s+vR9qvKv3R7mHjzzyiHGFywUUbz/BatywrMplOikNXTrDXrnweOJteFZVegsWLGhcpNEKLRH1R5CqV69+zCA4rCfO/Pnzp7hdHd5d1b59++OO7rmiW7du5qWXXjJDhgxx7jXoxK4pMD+I0XFLVcVVT0XJvH369LG5GV27djUu0JJkXXAdq4BimIOYEY6UDGEkJo3Un0dXOSldqT3xxBP/5XuDE1zhqIaH6sHooOYa5VHpqlNTd08//bQt3peSME+LxRuXR/diR8Y0nacgX7U8YqvdhnlkrFSpUuaDDz6wheFEIzBaKbZ06VL7s/KtNHXv/xx2LhdQdAUjMWkwbNgwc9ddd9mhcq24iL7K0X2XgpgNGzbYL9bvv/9uDh06lOQxF5aSqsidkkeVOFq2bNlkB+qw9n/yNWrUKLKyR4HKsYIYZByXR/diR8ZUXdxF6pdUsmTJJInXGonx1alTx440uULfczWA1DSYawUUXUEQkwa6KlCp5Yceesi4TFcA6qqqPJnVq1fb4dt169bZvJ8LL7zQuEAHhXgQPWSrwFLBsGsr3ZTT071790guSWzyuyvLYVXrRhciLo7uuTL0fyIKIpX0rhEZjXSrCrGmXny64EppcUWYaSRGzWkvu+wym/umKUvljeG/wXRSGqjpmIYxleDrsosvvtheIfjTGN9//71NTr711lvtdo02IWPoQK3gWCNL6mItek90tfnoo486sQxbKxg0oqf5/5RySbT02gUqbucXTnRxdE8WLFhgR1hVq0e1e9QM1SWtWrWyfc9effVV8+GHH9pmtCpp4a+I+fjjj+1xS8essKKAYsZiJCYNbrrpJjsk2KlTJ+MyVVB9//337X1141YDLzW11MFBJxyCmIyjQEXz/FoVo1wMnUC/+eYb25/k77//tiN/YTdnzhwze/ZsU7VqVeMy10f3VKtHxyg1gdT3WoGxbq4kwYo+71dddZUNIhXAqzRE9JLeUaNGJWv6GjZLlixJcbuqP6u6u/+4a0nXYcVITBooM175IioilVJ7eBfqq4jyeZT4p0ZkSvzT69L0kq5udCL1RwRcqd2TElemMLQcVnPm+vtH07y5msSp1X3Y6XP07rvv2pEMBOeiiy4y559/vv08KYjRCJ9KxCvPxCUaRVJRUU29xDZJ1DFKOTPxUFfJFW+//bbNA9V5T3r06GHeeOMN+73XxbC/ejcoBDFpEA/dYf0rTn0gO3ToYD+QuoJr27atzZhXcuP06dNN2OkkH3vg0xWOvnBPPfWUadeunXGBrppVwTc2yU+5ShrZCLrNfWpodFJX/Go7oCtoBDfdrRwS/7N08OBBO4qh6RgKD+JklS9f3rz22mt2BGzevHmmXr16NjieOHGiDZaDXu1GEJOAFGxptEV1F/7880+blKkpASWbDRw4MPDI+t947733zNixY5MFOWGlgne6xVZU1jJMVfJV8biwU+Crz9GRI0dsQmzsCOXOnTuNCzR6p8+/lvimtGov7K8jpd5ufs6b63l8roqHAoq5cuWyfdBKly5tF7Uo8VoVoVesWGFXi23bti3Q/SMn5iTo4KYiTJrjVCTqEh2o169fH+kCqw+okujihQICjTC54oUXXrCjYhr9Um0MjejNnTvXvkeq6uuCsHW1PVkawXvzzTdtYubjjz9u85W0am/8+PHOlE+YOnVqkuXWOmnqBKpu4r7YqUukn3gooJgnTx6zY8cOG8Ro1NVfLaZR5DCMFDMSkwa62tQVsqYs/MJ3usJRLozmbh9++GHjAn34lNyb2lYErtAXqmfPnubzzz+30zGu2Lhxo3nllVfs1Y4SezXXrHyY2HwApC9dlGhETEGlRjC0EtHfphExjfKFWWpWstEBOmO5XEDRp1WrOjYp5005MBqlVE6SVsGpBUR0gByE8K/fDBGdIDU0q4q9CgR8WsqoKQxXKCnZhWHM1BQm82/6WSceFZMKcynvlChY0aoMLR/V/LISMl0NYBRIagVG9M0VmorRd8O/+lQPH1HJeJ2Iwk6jLie6hTnhXVWH/c+LpiuU0+M6lwso+nSBpVFiTRvpGOUnVatQpxrxBo2RmDRQroiClZo1ayaZa1b5eBWJc+WArSFBzW2quJd6lMR2JVWCYNj5o2HRV6FazaDpJB04kLHz/vo8KZdEw86xwnzijE1g1MlTnyH16tGIjEZX9Z3XCKxyGpB+1ExXzXY17RLd6d1lrrdHcYFbCR0BUySa0pdKB3GX5jr9kveaG4/eb01luDLcfNtttwW9C/g/WuGmMurKrfrf//5nr9y0NFyrlZTU6AqV6lf+iIIYtYLQVaZq+Gj4PLpqLNKH+ghptLtu3br2WKSg+FgXVPqcucD19ig+1YHS91kj+CpCqKriqtmjlARVIg4SQUwa6zBoWFlXZeIHAOqp5Dcsc4FOOPFEQaSuljWVoQql5cqVC3qXEspnn31mRzC0UuGOO+6woxha6aaRS9WP0Zy6C6IDrhtvvNHWI1GStV4LybDpT/VtlFStY6yOrY899liKF4fa5koQ43oBRdEUkhKT9T1W0OVP86my8nPPPRf8AgQPqfbNN994efPm9Tp16uTlyJHDu++++7z69et7uXPn9hYtWsRfMgP89ttvXu3atb08efLYv71+Puecc7xMmTLZW65cubyvv/6a9yID6fO/bt06e//000/3FixYYO//+uuv9jEgrfRd3rJlC3+4EKhatar39ttv2/s67v7yyy/2/pIlS7yiRYsGvHeeR2JvGtSqVcuWhNcqJa1aUG6JhglVAEi5JS7R8GDr1q3ta/Krwmp4UPViwkw1bbTEXcWXNMfcsGFDO/Ki+XM1ImzSpIkt2e/SnPmxPPjgg8YFygvTUmTRyipNA/gjNFqd4YrofB4tcdeyar0H+q4gY6mEhXLcELzVq1eb2rVrJ9uuqb7du3ebwAUdRSHjffTRR17OnDm99u3be9mzZ49E1q+88orXuHHjUL8livz9K/0dO3bYK7a5c+dGHl+6dKlXqFAhzxX58+f3Pvvss2Tbu3bt6hUrVsxzwYABA7yXXnrJ3p8xY4b9bGXLls075ZRTvEGDBnlh98MPP3hlypSx+1u+fPnIFaauOvPly+dlzpzZGzdunOeSXbt2ecOGDfMefvhh+z2RxYsXexs2bPBceg39+vXz2rVrZ49V/fv393bv3u255MiRI96LL77oXXTRRfYzVaBAgSQ3F5x55pnetGnTko3EaHSmQoUKAe+d5xHEpMIff/zhdevWzduzZ0+yx/Sl6t69u7d582bPFWEfHjwenWii/9aarvD3X/SYnuOKzz//3AYy0VNg99xzj1eiRAlv5cqVnos0xffxxx/bgNIFjRo18po2berNnj3b69ixo50Su/32272jR4/aW+fOnb0aNWp4rvj++++9IkWKeGeffbaXJUuWyPfjscce89q0aeO5YOHChV7BggXte3H99dd71113nVeyZEl7gaJgzBWPP/64V7x4cRvIKAWhd+/eNijT6/AD/7B7/vnnvYoVK3rz58+36RT6nowePdp+xgYPHhz07hHEpIYCmA4dOhzzcR34evTo4blCV8pr165NFsToX43MuDRXHr3/LgYx8v7779urMh2477rrLhvArF69OujdShg6oejEL/v27bOfMb0XPgWTCjRdUa9ePe/BBx9M9v1QTp9GnFxw2WWXeW3btvUOHz4c2ab7t912m3f55Zd7rtAoxsSJEyPvxc8//2zvK4Bp2bKl54pHHnnEnjf83EMFZAqKw4DVSakwZcoUmzl/LMqUV6n7559/3rhAdRhU2ya2WZ/yYVzosaJcBb/mgvJjVCjOL7WufCXX3HLLLWbXrl12qaLyAFSmXCtiXKAVCqpcrRorKhCn1QtqQ6CVYlqZ4cLKJPVEUmd30WtQ3aToAmWqO6TX6Qr13NJy2FhaFquCfi5QI0ut+oxu66L7Ws5fvXp1Ew8FFNXawhXPPvusbcOh7uIqmqjcN72eMCCISWWSmfpGHIuWYvqJjS7o2LGjrYOh6rZarqiy90pOVtJs2HvEKMEsuqWAEpNjqw+nlIQWJlpGmhLVIFJp7+heVgMGDDBhNWvWLHswVjNRnehVklxLk3WyVLEyVR9WUOlCL6vYpbwu1X2KpWriKRXe1PfGlWRZJY2qPo9qx0RTwrUKjbpC5wYtOtD5QxcmWgyiwqgKNLNnz25ckitXrlAGkAQxqZAzZ04bpBwrkNFjeo4rdDWjKwIVlfr777/tSV9fKAUx99xzjwkztXxw3ZIlS1LcrhVvOvn4j4f9RKo6HjfddJNtnDhixAhz880328+PakeI2ieo8J0LQUzbtm0jJxV9Jzp16hSpZO1a+ftrr73WPP3005FVYvocKSBQ9eHmzZsbF+iz1K5dO9OvXz97oaLXoJFirRYLQ6n7RCqgeP311x+zXo8CZgVnrVq1sqOxQaDtQCqo/Lh62Wh481idSjWaEXjRnzTSVXIYhwfhBi2fVmNEXS1rWk+BvKaTzj//fPu4piw1shT2qZjbb789Vc9ToOYCBcIqNbBixQr7t9exS9MaKsipY1Rsm5Ew0udJAYum8Y8cOWK3qdrtXXfdZYsSujaK4dP3xbUCim3btrWd3PV9VykR5dLqQkvLq1VcVO13dCGvYC2IRpcEMamscHvVVVeZrl272i+WasOI6pK88MIL5qWXXrLDhFdeeWV6v19AaKhflU6OfiuO6H5i/vdDJ1AX2ljEoxkzZtigUhcpmsJQo1rX6EJLZft14tSJn/5DGe/hhx+2gfGQIUMindL1mdLIkr7zypfRyKWC5iDqjBHEpJIS5fSmHT582M7XaihNUzK6Ohg4cKC9QggzdYhNLeUyIONaJujKUlcxajCog0O0MHcbV96Lghg/z0LfCwUx6qciBDFIdCqg6Hd9Vj6PRvOV9K5RGLXncEGRIkVskddzzjknyXYl9Guqb/v27WbZsmX29QRR/I6cmDQkwyqJUfPMGibXlYHeVL/HStj5q3dE+z5u3Di7zU/UUlt1fQDTEuzg39NUpFYjqTeJVo2FPQ8mmj5H9erVi6wg0VXzNddcY7sRiz8NgIynoPhYgbES+pG+dFLXd0GBiyqKjxkzxjbe1UWLRjN04fvRRx850VvpyJEjZtWqVcmCGG3zR1mVGxPUsYuRmAT00EMP2WWlmm/W1bTow9i5c2d7Nf3iiy8GvYsJQ/PMangXxFzyv6WE3tR48skn031fkPR9UWKvLlBSCox1AYP01bhxYxvc61ir1iITJ060+SNvvvmmfVxNhHXhqByZsOvSpYtdefjII4/YJsj6PH377bc2gV8JvUqn0OsaOXJkMG1rgi5Ug4xXuHBhb9WqVcm2a5uqZLpi1qxZ3q233urVrFkzUk79nXfesRUlXVG2bFnvxx9/DHo3EEfUrkLfAwQnngooHjlyxHvmmWfs58ovdqf7zz77rH3Mr9K9fv36QPaPBpAJSMODK1euTLZd22KHnsPcHl7NH7UiRpnyse3hXdG7d29bm8fFIn0I78oe5Sq4TNMuLounAoqZM2e2he5U70YpB7rpvkZm/JF8lR8JKq2CnJgEpCWld9xxh83tqVmzpt2mYU0lmKZ2uWnQVINE02Gqlqz5Zp8O3hpKd0X//v3t6guteFMFZSWKR9PqEiCteVbvvfeeUxVhY+n70KJFC3ucUiVrF8VTAUWf0g3ChiAmAamAlK4SlFymiFo0d64ieN26dTMuCH17+FRyIbEP4RddBVqjqW+88YaZPn26Oe+885IFxmGuAu1TDoZyLJQ4XqZMGRvM6IJFS/Zd4XIBxQsvvNAmhmvESLWejheABX2hRRBzksO1KWX9H681QZgoO14Bi25+efIwRtjx3P/JR9Ir0qMKdNWqVe2/y5cvd/IPrJU9ummJ8jvvvGMDGo0saQpZAY2WKEf3VQqb2267LcnPrVu3TvYcBWVhrvqc/f8CsLBfaLE6KQ3WrFljv0CquBi71FSRqktFvZQXoxL+mspQhrmKFqnqsIIZFyr3qsjg22+/bZeLqhChKpH+9ttvtpS3ckzC3j4hXumKU8stgf/a4MGDbbFRXUQWLlzYjmyoEBsF8NKPzmm6MNSInkZlwoggJg20DFbRv744KS1d9Muth51O9qpZoP4dGtZU0SKNXqgisU5Cx+vYHSZKNtOUmPZZ/P5PSpZ16SCh16D6Q3o/dICOTRAMO41IqmqnPjcqcOd/nnTlrJEy9cBBxtGFlpa9xjZKVLKslva6VCdGxRQ1EqOWD/p+qI+PPk+64FIOn47DqpaO9KOLEi368ItYhk4ga6IclStXLrs0znXXXnut17p1a+/gwYNenjx5vF9++cVunzlzpnf22Wd7Ljlw4IBdurhgwQK7lNE1jz/+uFe8eHHvxRdf9HLkyOH17t3ba9eunV2i+dJLL3kueOqpp7wzzzzTGz16tJczZ87I52ns2LF2+Tsy1imnnOJt2bIl2fZt27Z5mTNnduLt+Pjjj72mTZt6WbNm9c4//3xv8ODB3q5du5I8Z/ny5fZxpK/q1at706dP98KKICaNb6ZLNUiORSdIv05MdBCzdu1aexJCxtHJf+LEiZH34ueff7b3FcC0bNnSibfirLPOihzkoj9PCvhPPfXUgPcucezZs8fbvXu3reOhz5F+9m87d+703n77bRswuyBfvnzenXfe6X377bfHfM6ff/7p9erVK0P3KxFNnTrVq1q1qvfZZ595GzduTPK50i1o4c2MCqHnn3/eJsOqDkmVKlWSZf27khyr4f+U8nc2bNiQbAg6rFzuORQ7XK7PkigXSf24RC0uXFki+8cff9jmfLH0nqjXGDKu+rOmuHWLLREv2p7aKstB06rJE+W6qEYUifHpT6kHomTq6BSKsOSCEsSkgd8FVsv+ooXlzUwtJcIOGjTILsMU7fv+/fvtAaFJkybGBS73HIqmAlE6YGtlmwIBze9reePChQsjqwPCrlKlSmb27Nl2KWy0Dz/80C7PRMb46quv7LHoyiuvtMUgo4urqZ+V3h9XlijrYkrfC79Duk+rlbTNlWNtvHyuwowgJo7ezNRSImndunVNxYoVbVKsVidp5ZUy/lWfwQWff/65sz2HoilRUaNJNWrUsF3SW7ZsaYYPH26TGLXSygUKfhVMakRGoy/qgq46PkrIVM8YZIwrrrjC/rt27VobFLsa2IuCsZRoIYLfYBQZw/9chRWrkxKU2sErYFGhIp14dPV/66232iFaFyhTXsuqK1SoYOKJKidrCb9GZTR864qpU6faaVY1tfM/T1rqrqZ3QGq9/PLL9l8F8FplGF3uQaMvs2bNMuvWrUtWFwfpSyOtQ4cOtdP0GmE9/fTTzahRo+xxOOiKygQxJ0F9blJaDqu19GGmk0p0XYVdu3ZF5tFdo86wEyZMsLViqBMBxAd/Ga/KQGiq1e/NIxqB0ZJ9tRXRyCUyhqYmNdKqi1wFLj/++KMtofDqq6/akVZdTAaJICYNtm3bZnsLaSojJWGfp9UBIXqeWYnIS5cudabCbWz5a1Xs1bCzyz2HNMdfqFAhe3/9+vVm2LBhdpRMozCXX365cYG+E6pIqlwMFwNihI+muzUtGdYCa4nkggsusCNjqjCsXKXvv//enjN07lDSrxYnBImcmDRQMTiNXmjIX1+ycePG2eJeakaoRn6uzTMfa945rMJe/jotli1bZsuqK3ApV66cbWKpA4JWXakthPKWPvroIydeswKxq6++2gZjt9xyiw1oSOjNWJ9++qlp3LhxsmDeVfGSfxgPVoe8Tx1BTBrMmDHDTmFcdNFF9kSjbH+t9NGb2adPH3sgR/qJp+WUWqqvpdWaFtNNS6q1MuzNN9+0j6uyqpaQuxDE6ASqg5mqDqt7sla+lS9f3gYzShqP7W+F9EkQ1xVxkSJFko24utTEUnkwapIY3dAyJS40sYwXxUPep44gJg10lewfGLR8UdNLqsegk5EL0xca6t+3b58tI+0vC9fSar8JpEv1brQEWQmksXPjCxYssAfx6tWrm7Dvv4Ji5VGpWZ+Wu3fu3NkGx34QU7NmTeMK5Vbdeeed9qZ6Q0oaV3l75WGpTxfSl4IXjRBrdM//brtGybp+XSEdT4/1Glx8bS7r2LGjXTmp77P+9mr5MG/ePNviRd/voBHEpIGuLjW0pohUJx5la+u+esYoWg07Hdyii2Dp5+hhf5fq3dx99912NCM2iNEyXxUlVDATZuqJVKxYMXtfKzB09Rld10O5AAo4XaOT0KJFi+zfX6tIihYtGvQuJQQ1Q1TnYb/Ynf/ZSklYv9/RU0hqTotw6NGjhy3CqRQKleTQ1JLfpy4MjXZJ7E2Dd9991x6k27Zta68a1BZe+QDKmler+JtvvtmEmYrDxUNdAP/E/8MPPyQbzlSNDI1uhD0A0IiL8ql0BS1KmNPr8Vdn6DEVJgvrCSelE5CmkrSSQft8ww032NUMSvb1R5eQvlatWmWH/ZUUroaJGh1LiYKdMNPInUaLlThauXLloHcHUatytTJJI+CqMRa9/D1IjMSkgQ7KPo1g6EpTBw4VllKhuLBzIThJLV0J6EQfG8QoF0Cdxl2gYNivyqsrHF1Na0TGL+rlCi2FVTCvoF6jk5rS0EkIGevcc8+1N+WO3XTTTc6WHtD3V/mGrgTw8e7tt982N954oz02hXGanpGYk6D6MLriP+uss5w5YcYbrYJRIqMSrfPnz2+3KblUibDKW1KSadiXJaeGrqjDTvk8OshFT4cheMrZ0/S330vJH/VzgT73KqqmpHc+V8EqUqSIHYXRxYmS9bWKMkznPYKYNNAbqYRLRaby008/2ZGALl262KF/FZJDxlDui+ZmNQLg5/Vo+Fk5GNOmTTOlSpXircgADP2H8zilXAUVJvNHM5TsrjofgwcPdmKERt9pTY1p+l6jMv4Ipc+FhRTx9B2fMmWKTdbXRaOqumukTwFNrVq1gt49ppPSomfPnrbQj5LO/M6efmNIDeESxGQclb1WDonylPSe6Iul0Q31HoqXWhkuYOg/fFSYTPlvWvru9xbTclhdbHXr1s289tprJuxcKC2QSN/xpk2b2psCZNVHU/6bEn01lfzLL78Eun+MxKSBrgjGjh1rl75GVy7UFYN6xcQuVQYSAUP/4aL8PBVKrFOnTrLk6xYtWthpJuBkbd++3Rbn1KrclStXBp67FJ6JLQfoy59SASnVj3GxdoGCL0XRmpbRSIZL9SU0paeDtV9gUMsAlZuhrHkNeyrgRMY17dNnSVOqDP0HT1fLKS1t17FLj7lEDUV1otRxSd9tKkEH48//G4HRyPf06dPtdL1GvZW3FDSCmDRQpd5JkybZvBjxT/jqd3PJJZcYVyiPRMvBVWxNr2HNmjV2RKl9+/Z2WaYLLRTUMdkfFlfhpSFDhthKsWpIpuF09V1BxmDoP1x0LNL09jvvvBNZJaZ+XE899ZQzx6mtW7fa5H1N3euYpAssv1aJRgFcSlJ2XcuWLc1nn31mc6mUC6P3JAy5MBEeUu2bb77x8ubN63Xq1MnLkSOHd99993n169f3cufO7S1atMiZv2SbNm28hg0beuvXr/fy5Mnj/fLLL3b71KlTvYoVK3ouyJkzp/fbb7/Z+z169LCvSZYvX+4VLlw44L0DgrNs2TLv9NNP9woVKuRdeeWVXr169ex9bdP3wwUtWrTwqlWr5v3444+RbStWrPCqV6/u3XLLLYHuW6Jp2bKlN3HiRO/w4cNeGJETcxKN+/r162eHOVX0R7kwDz30kG094ApV85w6dao5//zzk+T2aNm4XodaEYSdhsb1GjS8HN1lVdNjel0uvIZ4ouXtysPQ3//BBx+0y2K1gkTTGkrCRsbSyIuWJ6uOlUYxNBWjOleaNnaByiZo2kKj39G+/fZb06BBg1A0HkQ4MJ2URjrJ+0usXaUcnpSWWSphyy++FnZqvKnpLwUwWuru58asWLGChoMZTKvEtEJPJx4VgOzQoYMNYjSH/ttvv9lpDWQsBSt6H1ylC8SUVhlqmx5D+luwYIFtj6Lu6D59lzVVqXOIppG1ZD/ocwb1wNNImdi64lS31WeeecaWWXetwZ0SeaNPLMqL0YHhxRdftHPOLnjllVfs/L6SrfUeFCpUyG7XCJnmcJFx1HFY1YeVWxVdqVcHv1mzZvFWIM3UrkJNB9VsMLo2lEZc69Wrx180A/Tq1cteoETPQrRr185esKiciPJk+vTpE/x7EfR8lmtzzWeeeaaXK1cu74ILLrA35cOULVvW++GHHzxXaG65SJEiXqNGjbxs2bJ5N954o1ehQgWvaNGi3s8//+y5QPkwR48eTbb9n3/+ieTKIGPky5cv8rmJzrFat26dlz17dt4GpNnvv/9uj69Zs2a1x9yzzjrL3r/wwgttLh/SX7FixbyFCxdGfn7kkUe8Sy+9NPLzBx98YM8bQWM6KQ00fVGpUiXbpVddhmXXrl32KvTOO++0q2RcoPlxRdha3aNKnhoaVMM+dYZ2oRu3qFGi+iTFLnnX8KceC7p2QSLR6EtKNZJU8p5VJDgZWsKrnCpV347O69EoADLGrl27kizVVwHF6CKvyldav3594G8Hib1pnGdWAKNAJtry5cvtG6pkOmQMdUZW76TYIEY5GDrYKTBDxlAAr2k99atSLowCZAXHmjPX1KWWviMcXKoFhWCVKVPGtq7Qd1j9ArXUXVNI/nSeppfUVFgXjkFiJCYNypcvbzsnxwYxqmlw9tlnG5cou1+Z/tr32EQ5rfIJc/6F6ED8xBNPJElQ1uiLktGqVq0a4B4mHq3Wa9KkiQ0oFcjrwKYAUzlLzz77bNC7l3CUp6AWKbH0/VC/GxWDdMGXX35pbykdo956663A9itRNGrUyOa+PP/882b8+PH2WHv55ZdHHtfFipogB40gJo0F1tR/RAlPaj0g8+fPN08//bR9o6OH1PPly2fCStG0lltqtEJLrKOvzHQ/zEHMkiVLIleUuhLIli1b5DHd1/Lq7t27B7iHiUefdfXmUfFETQH4pQcY+g+GRr6U6K4RsugARsXjNGrsAhXm03G1evXqdoqb0aOM98wzz9g0A12U5MmTx67KjT7eKpDUcvegMZ2UximMyB/u/078OpnG/qz7Yc7JOOecc+yVs4IyFzrapkTNHl966aVQB4uJTCN9Gn5GxtMKPQWQQ4cOtb2S1AlaFbqVW6JAU3Wiwk6BywsvvGDatGkT9K4kvD179tggRlPE0TSNpO3RgU0QCGLSQIlNqaXoNazU1l6jGCpwB/xbGoUsW7asPVGKTpxa9q6T5eTJk+3oGDKWSsNfe+21tpTC8OHDbRFCBTAp9VQKI40kabo7DNMVCDeCmASkIUINLetk43IdiePRARsZQ8GwqsOqn4pWk+hzpW7vSvT9/fffzRdffMFbEYBPP/3UNG/e3FSoUMF+H9Qw1RWqgq6r/McffzzoXUHIkRNzEsPkurKJ7qx6xx132GqlYT+g+VTdVqXhf/zxR1uBOLYyZrNmzUzYxV7da8h86dKlds7/tttuC2y/EpGWumtJrKgBp4IYzZVrdKZGjRpB717CXJikREvcNa0XnR8T1uaoftK+KK9KXenVeuC8885LdowaMGBAAHuIMGIkJg20vLphw4Z2qfXFF19s81+0TSsydLWpZEYX8nmOJ+z5PCeipGv1TdKKGWSMEiVK2CrWGonRCj4lBKrbrerEqPRASjVk8N/niKXWiBEjQvnnT0u18K+++ipd9wXuIIhJAy0v01LqYcOGmSxZ/r9BLLUcUBG8X3/9lRLrIfDzzz/bADPo2gWJ5J577rEjMOXKlbOrx9Q/SVMBmlJSvoxWLAFAeqB3Uhpo1EVztX4AI7rfo0cP+5grlOx38ODBZNtV0Mj1Zn2qmhzdvwfpb+DAgTaQ0dSqcmIUwPjTTJ07d+YtQJppin7fvn3JtqsshB4DfIzEpIEy+1XBMHZt/NSpU21tFRXCc4GWyqVUsn/Hjh12mwvTSbE5AJra02tSMKlkQHVaBRKRjkOqleQXivPLQPhc+H4f6xi1fft2u+rNtaa7SD8k9qaBlpCqi6fyLTT/r/wRFflSkqxLnZOPVXp8w4YNoU9Q9sXup3J+lI+hAllhKMCUaBTcqy6JplU1GqaS5Sq6pj5WWuqLjKNebloVpmDetUJxyp/S8Uk3jcREj6oq+NKS/djABomNICYNFLz4FW39KwFlzd91112mb9++JuwuuOACu/+6qf9F9LSYDhBr165N0uArzMKanJiI1EhULSC6du1q2wz4V/paFaNAhiAmY+nCavbs2U6239Bnxj9GqShnLG1XNV/ARxCTSjow6wpT0xTqTaLiUbpaUKKvK1Vv1ZBPtBRZq6z83AVR1UUtiVVdCZeWu2tVjN4LjYap+aCSSDXtd/rppwe9ewlj8ODBNtldn6/oYF4l42kBkfG03D12CskVWnWkfVcdKBVM1Hc6+hilET6thgN85MSkgYY2VR9GQ+QuUw8MTY25nACr5mMaTdKVm1bDaDmviq5pCF2drF1PUHaJSg6opL1OMOrF9f3339v3Ys2aNbbGB93dM5bKPfTv399O7+nCxEX6DpcuXdqpqTAEg5GYNFBhOM35ux7ExEMxOBXGUm0M9VfRidPXuHFj06pVq0D3LdHo+6DRPQUx0T7//HO7YgkZSxcof/75py3Zr1Hi2EJxLpQfUBCj27HUrl07Q/cH4UUQkwaa79fweO/evU21atVsD6JoNCPMOAsXLrRXmrE0jbR58+YM3BNoKu/uu+82f//9t50KUM+b999/3067vvnmm/yBMpjykFxXp06dZNuiR2VcWGGFjEEQkwZ+0qvK8kd/oVzoXB1vNBWWUiVYTSup1DoyjkbElOiuekkaAdBImIJJdRlXjy5krHgYad21a1eytiIqpKjpYl1MAj5yYv7DLtZh7lytE348jRSpF8y2bdtsk0El/ylHRrUllFyqoeZ4uBp1kep4qO+Nvwz2jz/+IMk6QMpHUgAQzeXjwKxZs8z9999vFi9eHPSuICQIYhJEdPEoZf6rCZySYl2loKxJkyZmxYoVtp6EVixoGumSSy6xtSRip/qQsfRe6IpZ00kk9mYsVbVVZXEF+CpgGcvlEWMtrFA/LvVHA4TppDReBRxPmJPNtJzar8g7c+bMZFdnrtHVpOphzJgxwy6r1tW/GnDWr18/6F1LGFrirlwYrYZR8ujDDz9s2w+oCadqKlWqVMm89dZbQe9mwtG0npYqv/rqq7am1SuvvGJHxJRD5kI9K9HIakoVubX/sR3skdgYifmXnaBdSTZT/ZdvvvnGVKhQwU6LqeKw6i6kRIEBcCLqi/TZZ5/Z1TBTpkyxV8mqP6QEX9VTCvP0ajzT0mSVGFByrIJ9BfmqZ6Wqykq41kilC8daHVtj693UrFnTBsbnnntuYPuGcGEkJkGSzUaPHm3rw6gwnIIYXSW7UqQvlkZdRo4caafEVCNGBzst873xxhtNmzZtqC2RQSZNmmQrJ2v0SwGNTpSqsko+UrC0hNovA6Egxl9Sfdlll9nq4i5Q9fDYoEYJ+y7XtkL6IIhJg5T6Cl111VUme/bsoU82U0GyTp062ftqkvj88887mROjKzOtDtPVpIaVVbtH2zQKoJ4xCmzGjx8f9G4mhI0bN0bqwKi4nU4w7du3D3q3Ep7eCwX3qtuj90e5MRdffLEdNXPlOx9bc8inKXGNKKnFBSAEMf8BXSFoaa8rNF/u84drXamMqREY5SapQ2/dunWTTYNpdZKG0pULgPQfEYsupKbkcRKqw7HkXVWTNZ3Xs2dPc/XVV9vWEFoGP2DAAOMaHaOUdzV8+HAzYcIEO7pEEAMfOTH/UbKZppaUc+IKnehffPFFWxpeNA2gomWajgkzdajW6iolkabkueees9NlU6dOzfB9SzQa4leFZI1Eiq709d7EBjIaHUNw1NFao6+q4OtSUqxGk5T/ogsXJSbfeuut9uJEFy8KmAEhiEnAZDNdjSmPRytJLr30Uvt6FIBpFcMzzzxjp8bCqlixYjaJ9FgdepWjpBMrVXsz5oo/Neg4jtQ6ePCgDXq1NH/u3LmRNiItW7a0o0u0sUAsgpg0iO3l4WqymZL+1M4+dspFib9aHhubVBcmWlGl96F48eLHzNPQ69PBEEg0qpn0008/mfLly9uyClqZpERr1erRVKtGM8KscOHCNlBp3bq1uemmm0yBAgXsdk1bEsQgJeTE/AfJZq7RFJiWWMfSNj0WZlrGniXLsT+2GmbW3D+QaJQr1rRpU1sITid/LafWij21gND3QiMcagvRoUMHE+bvt0a7dWPKCKmRvPAJklFl2D179kR+1nJqFfqKzph3aZhTS2G1YiHW2LFjTbly5UyYaepLq5BuuOGGFG933HFH0LsIBOKxxx6zoxfKgVHiq+r3aMpYK/eWL19uR181ZRxmuohSSxEFYJo6Vn2rcePGObPwABmP6aQ0luwXZccvXbrULmWULVu22LL3YS52F+3jjz+2BzjV91BOjA4Qqn6rFT8Kbq6//noTVuRhACnT8un58+fb3LxDhw7ZsgqaTvKTeX/++WdzwQUX2CknF6imlfKpNM2txF7lxegCRsnjjNLARxCTCsp9UaKoH8TkzZvXzs+6GsSIatoMHDjQXqVpdEMjSd26dbMHOQDuicfjlL+UX6sNtcRaK+D0utRoFBByYhJUtWrVbBVfAPHBzyU51s+uL+XXTZ3rVewO8BHEpEJKB4N4ODgAiB8aUa1Xr14k8V1JvNdcc02kR1o8JLxrNegDDzwQ9G4gRAhi0pBM6hf1UoM7lfD3i3qxnBdA0NR0M9q1116b7DlKlAXiCTkxqUAyKQAA4UMQAwAAnESdGJi9e/fazs9aqQQAQZs5c2bQuwBHEMQkoBYtWpghQ4bY+ypHXr16dbvtvPPOszVkACBIjRo1sg0r1ctt/fr1vBk4JoKYBC1Pfvnll9v7qoapxGVVIH755ZftQQMAgqQeaPfdd59tlaBeaA0bNrSFOFXED4hGEJOA1EKhYMGC9r46QmvFQq5cuczVV19t1qxZE/TuAUhwOj516dLFVhxetGiRbWh5991328av2q4ifoCwxDoBlSpVysybN88eKBTEjBkzxm7ftWuXcx25ARg7ippaCgJcUrVqVfPwww/b41Xfvn3NW2+9ZV599VVzySWXmNdff91UqlQp6F1EgFidlIB0ANBQbZ48eWxnbl3tqCrm4MGD7fDtV199FfQuAkgDTbmkhop0/vrrr078bQ8fPmwmTJhgg5Zp06bZ3L127drZHko7d+40Dz30kO1h9+OPPwa9qwgQQUyCUu8kdbu96qqrbDAjkyZNsk3k1BQSAIJy77332k7W0rp1a9O+fXtTuXLlJM/R8ats2bK2txISF0FMgtHVjeaXJ06caJs+AkDYqH2CAhfl6/ltE2KpjcI333xjrrjiigzfP4QHOTEJJmvWrLZNAr2fgPi1YcMG8+mnn9rRitgVPQMGDDBhv9AqXbq0qVGjxjEDGFGPKAIYMBKTgJQct2rVKvPmm29GmsUBiA9ffvmladasmc2TWb16tZ2GWbdunS2lcOGFF5oZM2aYsNO0tnL1zjzzzKB3BSFHEJOArr/+enugUy5MlSpVIo0sfUruBeCmiy++2BaLe/rpp03evHntcuTTTjvN3HrrrXb7XXfdZVzoV6djEx2rcSJchicgXeXQzRaIT2of4ifFaqRVVbl1waKgRp2tXQhizj77bNO7d28zd+5cU61atWQXWq4tE0f6YSQGAOJIsWLF7JSREvdVQ6VPnz52ekkjMlp5uH//fuPyknGXlokj/TESk8C2bdtm58x1UDjnnHNMkSJFgt4lAP9SzZo17aodBTGqwt2tWzezbNkyO02sx1ywdu3aoHcBjmAkJgEdOHDA1mF45513IjUWMmfObP73v//ZgndqQQDATRql0GiLGrr++eefpnv37mbOnDl2imbgwIG2wCUQLwhiElDHjh3N9OnTbSdrv7CdDnKaZ1bxu9deey3oXQRwEo4ePWq/ywpgChQo4PTf0OVl4sg4BDEJqHDhwuajjz4yderUSbJd7QZatGhhp5kAuEn9z5Tcm9pWBGEUD8vEkTHoYp2ANMRctGjRZNu1DFOPAXCXlia7nvjas2dPm8uzfPlyG5R9/PHHZv369ba43U033RT07iFEGIlJQCrpXahQIZsT43et1jLM2267zTZW01QTADd98cUXtjmiliintDw5X758JuxU30bNHc866yw7LaYpMq200gorLRPXqAwgrE5KQC+99JItelWyZElz/vnn29VJOmAooJk6dWrQuwfgX9B3WzQdE91eRFMx+ll5M2GnwEvtUaREiRLml19+sUGMbN++PeC9Q5gQxCQgzS+vWbPGjB492rYf0MHtlltusRU9c+bMGfTuAfgXlNvmunhYJo6MwXQSAMQRreYpVapUsiavulhRXomaK4Ydy8SRWgQxCeqnn34yM2fONFu3bo3UivE98cQTge0XgH9HNZ82bdpkE/Wj7dixw25zYToJSC2mkxLQsGHDbP8ULbVWifLoKzbdJ4gB3OXnvsRSATw/kT/s1L164cKFdgFCtN27d9sl1q6vvsJ/hyAmAT3zzDPm2WeftSsYAMQHv+OzApjHH388SeVtjb4sWLDAVK1a1bhAq49SGjFSsu8ff/wRyD4hnAhiEtCuXbuotQDEmSVLlkRGYpQEmy1btshjuq+ViGpBEGaq0OvTSsn8+fNHflZQoyJ4ZcuWDWjvEEbkxCSgdu3amYsuush06tQp6F0B8B+7/fbbbRkFF+rBxDrllFMio0kKxqJlzZrVBjD9+/c3TZs2DWgPETYEMQmoT58+tveIli6quqcODtHUQwkAgqJ2A8qJUd4ecDwEMQnoeD1VdAVE0hzgdpf6vn372qmXlFYfuvb9/vvvv51JSEbGIycmwWiIVsWwtNQyOvEPQHxo3769+frrr02bNm1M8eLFU1ypFHYKvLT44PXXXzdbtmyxJSG0YkkJy5pS0pQ4IAQxCRjEnHPOOWbFihWmXLlyQe8OgP/Y559/biZNmmQuvfRSp1dQvv322+aFF14wHTp0iGzX9PfAgQMJYhBBF+sEo8Q5BS8qfAUg/qhhYsGCBY3L1Jz2jTfesK1QVLzPd95559lWKYCPICYB6ermwQcftG3uAcQXda9Wwco///wz6F05aaoFc/bZZ6c4zXT48OFA9gnhxHRSAmrdurU9wKluhOpHxDZ93LlzZ2D7BuDf0RJkdX0uWrSozR+JXX343Xffhf5PrI7Vs2fPNmXKlEmy/cMPPzQXXHBBYPuF8CGISUCDBg0KehcApJPrrrvO+b/tk08+aROTNSKj0Rd1r169erWdZpo4cWLQu4cQYYk1ACB0VLH3ueeeM4sXL7aBjHomaZqsQYMGQe8aQoQgJkFpuHnEiBH2X1X31JLrKVOmmFKlStmhXADuUqPEjz76yH6/lf+mRF9NI2mK6fTTTw9694D/DIm9CUg1JLRUUQ3hNEyr7rbyww8/2GFcAO7S91hlFJ5//nnTr18/G9DIuHHjTM+ePY1LDh06ZDZs2GB+//33JDfARxCTgB5++GFbh2HatGlJmsTVrVvXzJs3L9B9A/Dvu1m3bdvWrFmzJkml28aNG5tZs2Y58efVvl9++eV20YGSe1VlXDclKh+v4jgSD4m9CUgdbt97771k24sUKUL9GMBx6jk0dOjQZNs1jbR582bjAgVhWbJksUm8rlYdRsYgiElAp556qtm0aVOyK5olS5YwXw44TqMve/fuTbZdq3t0oeKCpUuX2oTec889N+hdQcgxnZSAWrVqZR566CF7VaYrHGX+f/PNN6Z79+7mf//7X9C7B+BfuPbaa83TTz8dKQqn77jySDSN3Lx5cyf+thUrVjTbt28PejfgAFYnJSAd3DRcO2bMGNtLScO2R48etcHNyJEjk5T5BuAWjcI0adLE9kfbt2+fKVGihL1gueSSS8zkyZNN7ty5TdjNmDHDPPbYY3aJtRYhxBbsy5cvX2D7hnAhiElgWn6pKSSNxKgKJg0hgfihQEDLqv0aK/Xr1zcu9XiT2FwYXXRpmy66APsZ8fSpQMItsb7iiiuC3g0AOOYx6ng4fsFHEJOAtKy6WLFidvpIfZQqV64c9C4B+A9GXu655x4zf/78ZNMte/bsMbVq1TKvv/66XboMxAuCmASkhDnlw7z//vu2LoyCGAUzCmpKliwZ9O4BOAnNmjWztZ7uv//+FB9/+eWXzVdffWWL3rlARfqGDx9uVq5caaeQlOx7xx13mPz58we9awgRgpgEt3btWlszRgHNqlWrTO3ate0VHQC3qCicWodUqFAhxcf1/VbfIRcq3i5atMg0bNjQFru7+OKLbS6Mtv3111/miy++sDk+gBDEwCbJff755+bxxx+3JctJmgPcrA+zfPlyc/bZZ6f4+M8//2xX+igQCDtNeel1DBs2zK6elCNHjpj27dubX3/91ZnKw0h/1IlJYKoN07lzZ1sRU1NJavxIm3vATarIq2rcx6ILFH3XXaBRF9Wy8gMY0f0ePXrYxwAfQUwCeuSRR2y13iuvvNL89ttvZtCgQbaOxOjRo21/FQDuUW2YJ554wvz999/JHtPoi5q7Nm3a1LhAickpTXutX7/e5M2bN5B9QjgxnZSAtErh1ltvNTfffLMpXLhw0LsD4D+wZcsWmyuiYpVapVS+fHmbEKvE2FdeecVOE6tuTNGiRUP/9+7SpYtNQFYXbh2v9DrmzJljHnzwQVt1WBdegBDEAECc0MjqXXfdZaZOnWqTYUUBgJJkX331VdsF2gWHDh2yAYuWhCsXRlS1V6+tb9++Jnv27EHvIkKCICaBq/XqasZfvqgVDffdd58566yzgt41AP/Srl27bCKvAhlV4i5QoICTf9M///zTHqv0OpTomytXrqB3CSFDEJOAdJWmmhJVq1Y1l156qT1AzJ0713z//ffms88+M1dddVXQuwgAwAkRxCQg9UnS8LKGZaOpy61qMGjeHAAymorZpcZbb72V7vsCNxDEJGg9CS3FjG34+NNPP5nzzjsvxdUNAJARjR9VtE8XWsdr6+dK1WGkv/9/ET4SRpEiRczSpUuTBTHadtpppwW2XwASW6dOnWxLFBW006iM2qEULFgw6N1CiFEnJgF16NDB3Hnnneb55583s2fPtksXNbXUsWNHux0AgqAVVJs2bbKF7pSfV6pUKdOiRYskq62AaEwnJSAdDLQyqX///mbjxo12W4kSJeySRtVn0GolAAjDkvGRI0ead955xxw+fNj8+OOPJk+ePEHvFkKE6aQEpCBFnW5127dvn91GFUwAYTxW6aYLr3/++Sfo3UEIMZ2U4BS8EMAACIuDBw+a999/35Z6UNVhLUIYMmSIbUPAKAxiEcQkEBWNil7CWLp0aZs059+U8Lt69epA9xFA4vIb0ipfT32eNmzYYD788EPbF0orl4BY5MQkkK5du9qKl88995z9WSMwahjnr0gaO3asDWxU6hsAMpoCFR2DtMT6eLl5n3zySYbuF8KLnJgEMn36dDN48OAk29RM7cwzz7T31Velffv2Ae0dgET3v//9j4UFSBOCmATL9D/jjDMiPytgyZ8/f+RnBTEavgWAIGglEpAWTDIm2FDt1q1bIz8PHDjQFCpUKPLzli1bbKdYAABcQBCTQCpVqmSnlI5FBaUqV66cofsEAMDJIohJILfffrt59tlnzaRJk5I9puqYqtqr5wAA4AJWJyWYli1b2lVI5557rq3BoBUAq1atskurleT7wQcfBL2LAACkCkFMAlKDNd3UtVrUCFLBzS233BL0rgEAkGoEMQAAwEnkxAAAACcRxAAAACcRxAAAACcRxCSIH374gVb2AIC4QhCTINRQbfv27fa+eiXt2LEj6F0CAOBfIYhJEKeeeqpZu3atvb9u3TpGZQAAzqMBZIJQIbsrrrjCFC9e3Ba4q169usmcOXOKz/31118zfP8AAEgrgpgE8cYbb5gbbrjB/Pzzz6ZLly6mQ4cOJm/evEHvFgAAJ41idwlI/ZFefvllghgAgNMIYhLchg0b7PTS6aefHvSuAACQJiT2JqB//vnHPP300yZ//vymTJkypnTp0jbxt3fv3iT8AgCcQU5MAnr00UfN8OHDTd++fc2ll15qPM8z33zzjenVq5f5+++/zbPPPhv0LgIAcEJMJyWgEiVKmNdff900a9YsyfYJEyaYzp07mz/++COwfQMAILWYTkpAO3fuNOeee26y7dqmxwAAcAFBTAI6//zzzZAhQ5Jt1zY9BgCAC5hOSkBff/21ufrqq21C7yWXXGJXJ82dO9esX7/eTJ482Vx++eVB7yIAACdEEJOgNm7caF555RWzatUqm9hbsWJFmw+jfBkAAFxAEAMAAJxETgwAAHASQQwAAHASQQwAAHASQQwAAHASQQwAAHASvZMSxAUXXGDrwaTGd999l+77AwDAv0UQkyCuu+66yH01eXz11VdtbRgVu5P58+ebFStW2FoxAAC4gDoxCah9+/amePHipnfv3km2P/nkk7Zq71tvvRXYvgEAkFoEMQkof/78ZtGiRaZcuXJJtq9Zs8ZUr17d7NmzJ7B9AwAgtUjsTUA5c+Y0c+bMSbZd23LkyBHIPgEAkFbkxCSgrl27mrvuusssXrzY1KxZM5ITo2mkJ554IujdAwAgVZhOSlAffPCBeemll8zKlSvtzxUqVDD33XefadGiRdC7BgBAqhDEJJgjR46YZ5991txxxx2mVKlSQe8OAAAnjSAmAeXJk8csX77clC1bNuhdAQDgpJHYm4Dq169vZs6cGfRuAADwr5DYm4AaN25sevbsaUdjqlWrZnLnzp3k8WbNmgW2bwAApBbTSQnolFOOPQCn1gRHjx7N0P0BAOBkEMQAAAAnkRMDAACcRE5Mgjpw4ID5+uuvze+//24OHTqU5LEuXboEtl8AAKQW00kJaMmSJaZJkybmzz//tMFMwYIFzfbt202uXLnMaaedZn799degdxEAgBNiOikB3X///eaaa64xO3futH2U1HLgt99+syuV+vXrF/TuAQCQKozEJKBTTz3VLFiwwJQvX97enzdvnm07oG233XabWbVqVdC7CADACTESk4CyZs1ql1JL0aJFbV6M5M+fP3IfAICwI7E3AV1wwQVm0aJF5pxzzjF169a1nauVEzNq1ChTpUqVoHcPAIBUYTopASmA2bdvnw1gtm3bZqeQ5syZY84++2wzYsQIc/755we9iwAAnBBBDAAAcBLTSQlMozCrV6+2+TFK8i1cuHDQuwQAQKqR2JuAVBvmjjvuMCVKlDC1a9c2l19+uSlevLhp166drR0DAIALCGIS0AMPPGCr9X766adm9+7d9jZhwgS7rVu3bkHvHgAAqUJOTALStNFHH31k6tSpk2T7V199ZVq0aGGnmQAACDtGYhKQpoxUHyaWWg4wnQQAcAUjMQmoXr16plChQuadd94xOXLksNv++usvu9RarQimT58e9C4CAHBCBDEJaPny5aZRo0bm77//tjVhtDpp6dKlNqCZOnWqqVSpUtC7CADACRHEJCiNvIwePdr2SfI8z1SsWNHceuuttiEkAAAuIIgBAABOothdAtqxY4fNiZH169ebYcOG2ZGZa665xtaNAQDABYzEJJBly5bZQEWBS7ly5cyYMWNsboyK351yyin2Xy29vu6664LeVQAATogl1gmkR48etku1itqpRkzTpk1NkyZNzJ49e8yuXbtMx44dTd++fYPeTQAAUoWRmAQrcjdjxgxz3nnnmf3795t8+fKZb7/91lSvXt0+riTfmjVr2gq+AACEHSMxCUQ1YIoVK2bv58mTx+TOndsULFgw8niBAgXMvn37AtxDAABSjyAmwagmzPF+BgDAFaxOSjBt27Y12bNnt/dV7K5Tp052REYOHjwY8N4BAJB65MQkkNtvvz1VzxsxYkS67wsAAP8WQQwAAHASOTEAAMBJBDEAAMBJBDEAAMBJBDEAAMBJBDEAAMBJBDEA4kbZsmXNoEGDAvl/q3Dk+PHjA/l/A4mKIAZAijZv3mzuvfdec+aZZ9oCiaVKlbJd0L/88sv/7C+mRqRdu3ZN16BGwYVumTNnNiVKlDDt2rWzDU8BuI8gBkAy69atM9WqVbMNQ1944QWzbNkyM2XKFFO3bl1z9913Z+hfzPM8c+TIkZP+759++mmzadMm8/vvv5t3333XzJo1y3Tp0uU/3UcAwSCIAZBM586d7eiFupzfeOON5pxzzjGVKlUyDzzwgJk/f759zp49e8ydd95pTjvtNNsR/corrzTff/995Hf06tXLVK1a1YwaNcqOiOTPn9/ccsstkSajaoHx9ddfm5deeikyWqLgaebMmfb+1KlTbYd1jQLNnj3b/PLLL+baa681RYsWtQ1ML7roIjN9+vQTvnt58+a1jU9PP/10G4T973//M999913k8R07dpiWLVuakiVLmly5cpkqVaqY999/P9mIkQKfHj162Kap+n16fScKnrSvS5cu5RMGpBOCGADJup1r1EUjLn5frWinnnqqHR25+uqr7ZTT5MmTzeLFi82FF15o6tWrZ/97nwIP5YlMnDjR3hS09O3b1z6m4OWSSy4xHTp0sCMlumnKyqeAoU+fPmblypXmvPPOM/v37zdNmjSxgcuSJUtMw4YN7fSWRlhS648//rD7UaNGjcg29RDTqJO2L1++3AZmbdq0MQsWLEjy37799tv276HtGp1SkDJt2rRk/w/9be677z4zfPhwM2fOHBvIAUgnHgBEWbBggadDwyeffHLMv8uXX37p5cuXz/v777+TbD/rrLO8oUOH2vtPPvmklytXLm/v3r2Rxx988EGvRo0akZ+vuOIK77777kvyO7766iv7/x8/fvwJ35eKFSt6gwcPjvxcpkwZb+DAgUl+zpYtm5c7d24vR44c9vfq/79r167j/t4mTZp43bp1S7Kfl112WZLnXHTRRd5DDz0U+Vm/+8MPP/Rat27tnXvuud769etPuP8A/h26WAOIvbCx/2pK51g08qKRkUKFCiXZ/tdff9nRF5+mkTSd4ytevLjZunVrqv7imkqKduDAAfPUU0/ZEZONGzfaPBn9/040EvPggw/aqSu9rvXr15tHHnnEjiIpN0bJvkePHrWjQ2PHjrUjNermrlvsKJRGg6Kl9Fruv/9+O/2lKbfChQun6nUCOHkEMQCSKFeunA1gNI1z3XXXpfjX+eeff+xJXPkrKU03+bJmzZrkMf1e/bepERtEKBhRnky/fv3M2WefbXLmzGnzdQ4dOnTc36NgQs/3X5uWYGsa66uvvjL169c3/fv3NwMHDrTblQ+j/69WTMX+3tS8lquuusrm02g/b7311lS9TgAnjyAGQBJKXFW+ySuvvGKTWWODid27d9v8F+XDZMmSxY62nKxs2bLZkZDUUHKvRlSuv/56+7NGgpQInFYafRGN4vi/VwnDrVu3tj8rMFmzZo2pUKFCmn93s2bNbJ5Oq1at7P9HicwA0g+JvQCSefXVV21wcfHFF5uPP/7YntQ1MvPyyy/bUQyNYOhfjdRo1EHBxNy5c81jjz1mFi1alOq/qAIgJcrqv9++fftxR2k0mvLJJ5/Y1T5aBaVAITWjOloNpYBLicNabaURHY3O1KpVK/J7laCr/ddr7Nixo33+yVKQpRVZt99+u/noo49O+vcAODGCGADJnHHGGXYZspYkd+vWzVSuXNlOlajQ3WuvvWanUrQqqXbt2uaOO+6wS7A16qBgRMuKU6t79+52xKJixYqmSJEix81v0ZRPgQIFbPCh0Q6NFmlE6ESeeOIJO/WlQndNmza1I0sKWvx8nscff9z+Hv0+LaXW8uljTaOllqa5tJpJq5wUeAFIH5mU3ZtOvxsAACDdMBIDAACcRBADAACcRBADAACcRBADAACcRBADAACcRBADAACcRBADAACcRBADAACcRBADAACcRBADAACcRBADAACMi/4fHCtkajIqm/0AAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "speeches[\"CentralBank\"].value_counts().head(10).plot(kind=\"bar\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are more than 2500 speeches for both the ECB and the Fed. We can also check the distribution of speeches over time" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:08.701212Z", "iopub.status.busy": "2026-03-13T14:10:08.701000Z", "iopub.status.idle": "2026-03-13T14:10:08.923091Z", "shell.execute_reply": "2026-03-13T14:10:08.921850Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "speeches[\"Date\"].dt.year.value_counts().sort_index().plot(kind=\"bar\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's quickly recap what this last line did\n", "\n", "1. We accessed the `Date` column of the `speeches` DataFrame, which contains the dates of the speeches.\n", "\n", "2. We used the `dt.year` accessor to extract the year from each date in the `Date` column.\n", "\n", "3. We then called `value_counts()` to count the number of speeches for each year.\n", "\n", "4. We used `sort_index()` to sort the counts by year in chronological order.\n", "\n", "5. Finally, we called `plot(kind='bar')` to create a bar chart of the number of speeches per year.\n", "\n", "\n", "Let's take a look at the distribution of speeches by central bank and year" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:08.925409Z", "iopub.status.busy": "2026-03-13T14:10:08.925234Z", "iopub.status.idle": "2026-03-13T14:10:09.069839Z", "shell.execute_reply": "2026-03-13T14:10:09.069019Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8, 4))\n", "plt.plot(speeches.query(\"CentralBank == 'European Central Bank'\")[\"Date\"].dt.year.value_counts().sort_index(), label=\"ECB\")\n", "plt.plot(speeches.query(\"CentralBank == 'Board of Governors of the Federal Reserve'\")[\"Date\"].dt.year.value_counts().sort_index(), label=\"Fed\")\n", "plt.plot(speeches.query(\"CentralBank == 'Bank of England'\")[\"Date\"].dt.year.value_counts().sort_index(), label=\"BoE\")\n", "plt.plot(speeches.query(\"CentralBank == 'Swiss National Bank'\")[\"Date\"].dt.year.value_counts().sort_index(), label=\"SNB\")\n", "plt.xlabel(\"Year\")\n", "plt.ylabel(\"Number of Speeches\")\n", "plt.title(\"Number of Speeches by Year and Central Bank\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we used a different approach to plot the number of speeches by year and central bank. We created a figure with a specific size, then plotted the number of speeches for each central bank separately using `plt.plot()`. We also added labels for the axes, a title, and a legend to differentiate between the central banks. Finally, we displayed the plot using `plt.show()`.\n", "\n", "Let's try to get a sense of the content of the speeches. We will focus on the ECB speeches for this part. We can create a word cloud to visualize the most common words in the ECB speeches. We first concatenate all the speech texts into a single string\n", "\n", "We first filter the dataset to only include ECB speeches" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:09.072051Z", "iopub.status.busy": "2026-03-13T14:10:09.071865Z", "iopub.status.idle": "2026-03-13T14:10:09.087711Z", "shell.execute_reply": "2026-03-13T14:10:09.086563Z" } }, "outputs": [ { "data": { "text/html": [ "
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URLPDFTitleSubtitleDateAuthornameRoleGenderCentralBankCountrytexttext_originalFilenameLanguageSource
index
2976https://www.ecb.europa.eu/press/key/date/2000/...One year with the euroSpeech delivered by Dr Sirkka Hmlinen, Mem...2000-01-08Sirkka HmlinenBoard memberFemaleEuropean Central BankECBOne year with the euro Speech delivered by Dr ...ecb_000108.enEnglishCB websites
2977https://www.ecb.europa.eu/press/key/date/2000/...Opening Remarks at a Hearing of the Committee ...Professor Otmar Issing, Member of the Board o...2000-01-10Otmar IssingBoard memberMaleEuropean Central BankECBOpening Remarks at a Hearing of the Committee ...ecb_000110.enEnglishCB websites
2978https://www.ecb.europa.eu/press/key/date/2000/...The international impact of the euroSpeech delivered by Christian Noyer, Vice...2000-01-13Christian NoyerDeputy GovernorMaleEuropean Central BankECBThe international impact of the euro Speech de...ecb_000113.enEnglishBIS
2979https://www.ecb.europa.eu/press/key/date/2000/...The role of the central bank in encouraging an...Speech given by Christian Noyer, Vice-Pres...2000-01-21Christian NoyerDeputy GovernorMaleEuropean Central BankECBThe role of the central bank in encouraging an...ecb_000121.enEnglishBIS
2980https://www.ecb.europa.eu/press/key/date/2000/...The euro area - first experience and perspectivesby Professor Otmar Issing, Member of the Boar...2000-01-26Otmar IssingBoard memberMaleEuropean Central BankECBThe euro area - first experience and perspecti...ecb_000126.enEnglishCB websites
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" ], "text/plain": [ " URL PDF \\\n", "index \n", "2976 https://www.ecb.europa.eu/press/key/date/2000/... \n", "2977 https://www.ecb.europa.eu/press/key/date/2000/... \n", "2978 https://www.ecb.europa.eu/press/key/date/2000/... \n", "2979 https://www.ecb.europa.eu/press/key/date/2000/... \n", "2980 https://www.ecb.europa.eu/press/key/date/2000/... \n", "\n", " Title \\\n", "index \n", "2976 One year with the euro \n", "2977 Opening Remarks at a Hearing of the Committee ... \n", "2978 The international impact of the euro \n", "2979 The role of the central bank in encouraging an... \n", "2980 The euro area - first experience and perspectives \n", "\n", " Subtitle Date \\\n", "index \n", "2976 Speech delivered by Dr Sirkka Hmlinen, Mem... 2000-01-08 \n", "2977 Professor Otmar Issing, Member of the Board o... 2000-01-10 \n", "2978 Speech delivered by Christian Noyer, Vice... 2000-01-13 \n", "2979 Speech given by Christian Noyer, Vice-Pres... 2000-01-21 \n", "2980 by Professor Otmar Issing, Member of the Boar... 2000-01-26 \n", "\n", " Authorname Role Gender CentralBank \\\n", "index \n", "2976 Sirkka Hmlinen Board member Female European Central Bank \n", "2977 Otmar Issing Board member Male European Central Bank \n", "2978 Christian Noyer Deputy Governor Male European Central Bank \n", "2979 Christian Noyer Deputy Governor Male European Central Bank \n", "2980 Otmar Issing Board member Male European Central Bank \n", "\n", " Country text \\\n", "index \n", "2976 ECB One year with the euro Speech delivered by Dr ... \n", "2977 ECB Opening Remarks at a Hearing of the Committee ... \n", "2978 ECB The international impact of the euro Speech de... \n", "2979 ECB The role of the central bank in encouraging an... \n", "2980 ECB The euro area - first experience and perspecti... \n", "\n", " text_original Filename Language Source \n", "index \n", "2976 ecb_000108.en English CB websites \n", "2977 ecb_000110.en English CB websites \n", "2978 ecb_000113.en English BIS \n", "2979 ecb_000121.en English BIS \n", "2980 ecb_000126.en English CB websites " ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ecb_speeches = speeches.query(\"CentralBank == 'European Central Bank'\").copy()\n", "ecb_speeches.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then, we can create a word cloud to visualize the most common words in the ECB speeches. We first concatenate all the speech texts into a single string" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:09.089918Z", "iopub.status.busy": "2026-03-13T14:10:09.089725Z", "iopub.status.idle": "2026-03-13T14:10:09.103877Z", "shell.execute_reply": "2026-03-13T14:10:09.102921Z" } }, "outputs": [], "source": [ "text = \" \".join(ecb_speeches[\"text\"])" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:09.105959Z", "iopub.status.busy": "2026-03-13T14:10:09.105759Z", "iopub.status.idle": "2026-03-13T14:10:22.259830Z", "shell.execute_reply": "2026-03-13T14:10:22.258712Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wordcloud = WordCloud(width=800, height=400, background_color=\"white\").generate(text)\n", "plt.imshow(wordcloud, interpolation='bilinear')\n", "plt.axis(\"off\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are some common words that show up in many speeches such as \"ECB\", and \"central bank\". Let's exclude them by expanding the list of stopwords" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:22.262960Z", "iopub.status.busy": "2026-03-13T14:10:22.262790Z", "iopub.status.idle": "2026-03-13T14:10:22.266005Z", "shell.execute_reply": "2026-03-13T14:10:22.265075Z" } }, "outputs": [], "source": [ "w = WordCloud()\n", "stopwords = list(w.stopwords)\n", "custom_stopwords = [\"ECB\", \"central bank\", \"central\", \"bank\", \"european\", \"monetary policy\", \"monetary\", \"policy\", \"will\", \"euro\", \"area\"]\n", "stopwords = set(stopwords + custom_stopwords)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The word cloud now looks a bit different, with more specific terms. This gives us a better sense of the topics that are being discussed in the ECB speeches." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:22.268309Z", "iopub.status.busy": "2026-03-13T14:10:22.268133Z", "iopub.status.idle": "2026-03-13T14:10:34.866100Z", "shell.execute_reply": "2026-03-13T14:10:34.865207Z" } }, "outputs": [ { "data": { "image/png": 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RUbzc+xo+U/IMcg05GIuMw6a1Ic+Yh7Oe83h3aB+eLvyEWHlN3mZc8DSiylqJMnMJTGrGTq5vFTCuX1ecI9YOX5LqgkwYdHzJk1hSlicTBJfnuawyIYz5gxLrTBebSS8W/WwTFl/ETfXl4iEIRWKSW5Cu7HncdbUl+OWBcxjy+HD4Yod4GGbu64NLneI2Lcy0Y3FJ7nW9LLSEX+n9QFzhmzLr8aXyXcjRO6f2mWdwSQycVvbFiQ4BBVzPojVO7YMg4s3+42jz98OiMeALZbuwLXvptDwD3qMGR5lY74zdpwsVNZV8T2BYLP6vVTyIenvplNVOd3qpOQcalQbfbn4FHwxfxNmcVmzMrL/meqgcaXl/tnQH7slaAp1aiZFRsg0O9IVG8XLPYbT4esVVnw4GLnu7RQFzXD1csB5PFW2Zdg0FRjeKzdmSC8B1X+n5QLwLBBvpwng/gUCROUtyFOrsJVP7JdBiqITjuNpaINfcGxy5OgZ0Fgmh0HtxwdOB7sAgqm1F11wjwddAeFzyDla5FuHjJNPH4/wtbY1GhcqSLBkrWs3VEMzcyv0mrPiMa7fi7uc6BpXzX79yQJRv68CIuPPbB8YkX+j3Htokk+tP959Cc9+IWP1lOU48vXGphOaa+4fxg70n4A9FkGW3oHfUg7oi5X1u6hvG6ycv42L3IH7vwY1YXaU848auQbxw5Dz++HHFKzgw5sX//NU+fOuBDXju8DlR1DzWktI8yTfgWf/27vXIts8OBukd3He+VY7VMTSG775zHHazAY+uqUNDSR5a+0dkv4MevwCxNVVFeHx9gxzn5WMXBcyIdTk4Jor/KztW4xeHzsp1dwyOobogS0ADgcrXd61FabYS3lmIeELHEE+GEIr1IhIfRgKMu1+cUt52w2rYDWvFZW/W1SAc65XlBk0xkohhPHRI1rHql06GAm4sFl0tnIaNAgJSMhE+hWhiHJH4EGKJCfEoBCJNiCVGZwUDnFcbhwfl3xV5+ZIbwLknJYvcWRj0+/F+ZzuW5uSJYn9AW419He0CEnaUVWB7aQX2dbbhzdZm1LgzRemf7O+FJxzCxqJimLVanB3ox6WRYRTZ7Ch1KGB4vsJxXbMoT0Chy2VGptsqy9VqJWz3oVQTcIIsM2fBpNaJZePQmmRiNGmUJC6qe61KLclpZv6uM8skR/dw+kmaNWasdC7D6fGzYtETGPDTYK/DeNQjSp4KPd+Yj2prFQKxAFp9bTLZrnAuRYNjMQqN+ag0l2MgOIBgnG4SiRah0FSAe7O3YmPmeix3LpXwxPWEL6fVdDWGxAlCo84Qxc+XP7WcL5JGrRYgkEJiKeE6cz0ELs92mAVUML6XQtzpv1fku7G2pkjAwvvn2jAyEZi2Dq2YgxfaxapYXlGA4mzHdR/6eU87mrzdovQYS08HAqljUhmvdddAnaFGq78f7f7+afug+/3kaJNYz1RMVIQMNczcDz0EdI/PBCfMDTg2clme/9bsZRKXT3ffc1sq9S3ZDaiw5Eli4LsDpxFNTgdaKeH2tNjTgUBqTC5xlMl4ZMLhQEhxFU/F1YbOiReC17szd+U118BzIlhhzgOv4YKnHc3eHtk2Xbi9W28T5c8ciwKjYtUWmbKRpbdP7YvhBwLfiWhgah9cviWrAbkGlyQaMuRB70260DNyYPicjHGCJgKl1HlyWTQREcDbGWiFP+aFN+pBT7BDfoslovIbPwn5TB+ftyrJZFQ+6ULr81xjN/7bX70un70HLsnkNFN4DQQBTLq9U+76LLcFBfnOacsyXRZUlM4eSuNjGZrwozLPjZUVhTjd2otPbVmG3rEJAQevn7wkivQb96/Hv3h4o4QNqcypHJ89cEas8D987B48sLIGEwFaqsp1UxH/zgMbYNRpEUkzGDhnMGSYGlIxJlD6gjKP0EPgtpqxtaEChy51iEL3hsK43DM05/VyLrp3SSV2La9GbWE2fufBDfjdBzZgUUG2eAR+9N5JSWj8g0c247fuW4O951pwulUZ0/QoHL3SiZUVBfiDRzfjyztWC5AY94dkv8x1OHipHfctrZJchLPt0+eF+Uos4ZX7Ek94EU2MQqfOQq7laagm8wa06kxkZChjIgNasfQpNv1ylDn/WLbt8fwzOsb+9+S+pp5e2jcmr14VhgBSeQkpiSd8gLwjynkwbMAwgVp1be4JxarT4+m6Bnxq8RJx7VPZbyhUvGK8f4GRAO4tLsMXFi/DupwCaDJUKDBa8dm6pXjAVQqjLynhgUfKFuErS1ZgXV4hTBlqPF1Tjy/WLcfWolKoEsCGvCJ8pWEF7s8th0NrQDQSm/qMj/gkpMZ/A74QkokkIuGoADv+HovGFQM1zwGjQScJs/x4PEGMjipg6456BngjFtsKFfdXRgbKzDmKAkgCNdYCjI/6sSFzkbxpPT3jWJxXJO71QqN7aj1OFvzKybHWViNu/WZfK4bDI+LyLzAWYDA0iPGIB+c8F9Dia5VjZxrc4g1gaOD1vrfgiXpg1VgxFhlDlBNV2gDJ0WdfN1t7pug1mmkWSyr5jxY73YDTFb6Mq2sUBf/mC88XnBYGM4yJrKncubx72CNuR60kK14rOo1aXP9vnriCS12DuNA5gC31ZVPuvDOtvegcVCyXrUsr5NyuJ7RAaZlTSfHDhL/ZxKWzyb1ijHoo7JFjpY5JC3sgrChWUcJpcfT5CEMHjKcz/l5rKxJv0EzhNMBkulJLrljlbf4+eKN+yStIF75w5Zb8a6z1lJjVRtk/lWE4zkQiRfzxkHg/iOzzjG7xhswmPI/F9lKpKGCiYUdgAPWOUqhxdVwwrJDKiWCs0aBWJh16IdLvTeo7j8lxyX1TeHzmDjzb+Z6ENuhNYBIihfebSY1XvD2Sk7HaXSMhjanriHnREWhGqalKQEE0EYUmQ4NgLIBA3If+UA+0GVpZzmNaNFbkGad7HlLHiSfoTo9DpbLId3WGReK7cp6cnOWamXBFQMokLCNC0UtQq13Qa0qm9hWPJfD+B014fc95+dtmNeKeDdXXtewjcU7IEzBrCzBficZZBeOB5Trb5GTZ8IVn1uOFV0+hp28cLqcJj+5ehtqq3GtCBCmhwq7IdUuIoGd0AuU5LllGpXiipVuU+RunLsvVjPgCAn5GvH609o/iG/evQ6HbjgKXDSXZV0EI30uLgS7l+YMenVaNsmyXxPxpfJTluGA16CXXYi7hHEUjhgYL3fwEJ3az4tXj3HO+c0DmmV8duSDnTU9A17AHqyuV2aemMBtLS/On5jeGSnju9ADwnmTblPOgVzMYufo+LUQstPbjvcg0PwCdOnNS2fN9UI6Zei/SRUkKDEOvKUC+9XMIGjrQNvbfEIi0QK/JE/AQifchnqhEKNol4Ybpcu0+TdpqTKhPItN0H/SafOU8kgwhXOt1YRh7V3nVnNdE/dXH5FmDFheOt4mSttiNiEbiyMxjZVEGIqEoRvo9aLvUB2eWFf1do9Dq1HBl2zA27IM7xwbveEDen+KqHJw+2IR1OxZjfNiLgd5xlEwu27irAUO947C7zBgdnJDv3N/IwAQ0WjXq15Tj+Ik2yd1Zt7ZyKoGwo2sUj97pBEK/P4K+vjGYTDro9VqMjwWQnWPD8LBXShtaWgYFqRQUODHCi3ZZMDEelPIHu80osQ0uy8t3iDvDojGj0lKBk2OnxfW/3KFY8Qa1AS6dExsy12GxrUaOzQmOcf9WXzuueJvwpbLPyTrHRk8IoEgXxRKY/8vIBziby537mU/Co7jbBsbw5onLeO9Mi1j1tP6J+rk9988Xkq5J7WTi4GzHYmigtigbJ5t7sO9MC9bXFIs1FQhHpbqBVsnyygLUFl8bQph5PkwYpEVPBf+nF34sJXmzSSAemlQgimXKf1NRWwIEhgr40lKRLVRGwxNyLrTYr1fCSDDCXAB6GELxqFjxM8GAKkMtOQvX875MXX8a3ArEwpJvQHHrrNcFifRuMExCACH3L5GAWq2eruRnOT6TIafvd/ZzpDeB+Rav9x1D+2R4JgUGCBxOjTZJYifv9Upn1bRrGgz3CRjI1uchGFcAgEFlhC/mlU8w7kcYTOgMYDw6ikpL3aznwIzrcKwZkVgrTLqV8t2gXYxwtFl56hkZ0KiykEiwvGpIMrwJGqLxPhhmWFwsYbp4pX9WcKtcUwSecDNiyQDMmnzo1Db0+PciGBtAjmkdHLpqhBPj8EW7oM4wwMGkMMQRjA0hEh+HRmWESZOP3sD78Ed7kCvbLIJade07pNGoBYgsqSuUage+N26XWZbPJfJ+SxY+LUo+P450BQhH4wlkWs3InywFznfZRFHzfea7nIofi2dsPoo/Y/rYFAsvrngOeEzFvQulKkDJOJg2jufe7exVR8nJXKQ8p+I+/uTmZWgoITBS1icIYF7CzFNMhUpT/8pccOPTmFUcxs2SF9Ax/r+hV+cgngzColuMLPOD19kqITF95g1oVS5x6zPxkEBAq3bJ9n3en8ETOiG/pbwM1xOGGnyRC+j0/A106lwkkxEYtWWSQ6DOuBoWpejUamwoSuXGXCtU/iODE6KUh/s9cGZa0dk8CJvTBI1WBT2TXYNRBP1hdDYPQK1RYbjPg5xCJ1ov9gkIYNiMeTQcS+I102vE2ufvA92jWLSkCDq9RvJrfBMBxKIxhJkfEIxgsHdcOY9kUpbT08x9pSQaVTwHC5GbAgNjYz70dI/JiVqtBnFLEBAMDkzI78FABL09YzCb9XJCwWAEZ850wu8LS2JDZ+cISkszJcZhMisv9DJHA77T9gNxa1ZZlSxwKvkVzmX4YPiIWP5iAcWDWOdeLeEFurXPexoFHFyauIyPUsSi6xvBf/rR22LNs7Z4WUUBGkrzkO+2wahTvA6Xu4fwnTePTXNxzRSX1YRtSytxsXMQRy93oq1/FIuKsgXpH7rQLpPO1iXlyLRdP1uUU0HK1c7vVPKzTRpTx9Up7jIlg16BA9yOWfcUKmmGfhYayo0mY7I3PtO5eATSFaokZ4k7/NowAQ99o3DPbEIlm4r3pVcIzCZ8OVOgSTn36c+K1zHbLZiv61sAn60YtbZiKW9kSGRDZr0kLI5EJnB09JIAuDWuRVMgISWZumwsc6yDVcvYYoaMfa1KhxxDPuxap7wTfE/4bygehF07e4w3mQwjGutRPAEZWug05eI2TVltKhgQil6ERp0DrTpPtuG6YtHNiNt2dI9KlcBcMhFpQY//Xdh1VdCpbNCqrIgkPIgm/JNlY0kEY4PwRtrhi3Yjbg7Jei0Tv0SeadMULCUwiMk21z6TdOF7lp2pKL/5ymxPjuG8paV54i1YW10s3rhwLC7eO46Rokw7jjV3oSLXJV4Eev2WleUrEzQn5xgTJpPiWaDFzfOi5c7vHUPj4lE419EPr4QXZjmjBbxn9AwwpDDqC8q5MdfJZTGiKs8tcw+rDGiMMMfAbjRMlUN/GPUprBoocf5L+CNXEEuMQZ1hgklbKTkCOVYqYjMyJiPWbvN9SEgugQoO41pR/PRMcR2TrnrS/Z+BQvtXpFKArn+DpkjGpk6tJKtmWx6TMap4tq6KVu2UREV/9BKi8VGoMgwwaZmMPrthdiMpr82H2WbEqnsWQW/Qof1Kv+jE/NJMJOIJAQN2twVWhxk2hwl5JZkwGHVKiMEXgs1hFjBI9Ec9WD2p/KuWFKK8Lh9Gsx5VDYpXj9tSuB5DBra0SgGNVoPaRfl44aWTGBz2yrPt6BjBju2LP5wEQiVhwQKn0yTeAKLL8XE/jCad1PaGwzFZrqCfGMrLs+Fl+VCmRS7I6TAJWqLw4br1LkkaNKmNcOuUCYwJZawoyDZkodnTKvsscxVJMqBT58Su3B0SPjBpTNiavQUDYZas6WW7OlsNsvXZH8pgl/uRTOL1Y5dxvmMAZr0W33hogxATseSKIQHB7hkKmQXRdmzSGphNeD/W1RbjhYPnxKXHygNyEpxq7pHEQrfNjJWVhTcMEaRi2rwHjF9/q+oRmDXTEfBsUmTKmgIN/DflBqeCYix+ym0wTzGRBGgyETGSvD5aZUiDQIA1/qnjTr+mm5vAaM2n3PasbrmeEDSkAJCSAzHjPt+GQcUQwIbMOimpZGkiwxHkHmj3KTkbPO4KV9U1yZg2rVM+HCNGSYpVxKxRlB+9BHKKGRmy3lyiyrDAatwx+V2p3WYowKJfN3mNrN8mUODxU9efRDJZL+GCaSC4fQheb/A615oNoyZbAACVv05thU1bCr3KgSzjCsltGI9cESDCRLNwfEzAgEmTgzzTRjm+XI+uDFqVRbb5MIRu953LqoU/4C9e2i8Kl7JjSRU2Ly7D7hU1+OG+k5JoR9e+wq3ACoEE3jx1GS39I+gcHserxy9KIuEja+pQlOlAea4Lf//GYbitJpk3CP5vVUpzXOJN+LvXDyHXYcVDq+tQlZ+Jx9bV44UPzuPyC+8p+RoaNT6/deW0kMaHIRqVFXbDylkT/dLFpC2b+k7lrjNmz7E/m1j6s4lZxxDV7KJWGSUXIV3C8SDUGRpoZjEylHJ4glPDtHmA7vniyumVXlymM2gVaz4tsdpkUcCGzWWeWkaPwkwDIq9Y8boSYKR+yytRlhEYpLa1Oq6tsioqdOGRB5fhQqOSD7J7VwPKy2a/d7cVDNjtJqxYWQq7fbrLt2HJzNhkBlatLp+6iKkTL5ruauZv/lgA4UQY6x1r0d81LqCCrruJ8QCqs2tg9mWKZ6HQ5kbUm0RSG0WWpwBltkpJsPCPhLCxsGLKHbglixbFhyd8qU+3KA9iUVGWAAHG2WZeZ9+owkh4I0Ve4LZLTsB33zomBEP3LKnAocZ2iR+SKfFG3AIU/s4MeVrCtKTyDG5UWBdWtsIj0C1P5UTPAuvrmWG/EGGCHc+BbvqhEBUCwybXXj8VMJMNqYwZJxcuhNskTBZk0h+8kHI/gprZwAaF1QTMF+A58p4xT+F2C5/NSme1VB6Qc+DE6BWUmLKxf/i8hEjqJj0Hs4Wn6D14d+AEWvwkM0kI0Nudt04SGOfvnaCX5lrPUkZGmmKazWKasYx8A5eb+hEKzw3yqOTp1vdEmjEYPA6XYTE0KjPGI02YiLTBqMmCN9KGAvM28RCkrEQFpFwl0dGqzBiLX5RtLNrCeWeWX0/IGMhEP2brMwRQlZcJg1aNbz6wXsIDVPK///Am9I97hVExFc/nc1m3qFhK+cb9QdhNLLtTEiT5L6sKirOc2NagxHB5BamyxG/uXo+eEWazJ+W4vlAY2XarZOunygiZi2DW6/CVHaumuEiuJzz3/++pezHs9UvoosDNHKAMrKksQmWuG4Men1IaaTYgd5Kk7PF19Qp7aNpcxPMnNwK9IPSMsKKC2zC8QCCxEBEPSTKEnsBZdAdOYCzchUiCVr4OZo0LucbFqLbdC73aPOf2vcGzODX6LJy6Eqx0fxoG9e2ZE7hvX2wC4URIQm2xRBRuvaI8I/GwAGlPlMmOBoyGB8Xr5tC5BTTMJVTSM2W293E+Ic65ll2P2dUfCMu/W7fUiLHu94fhmOWcbisYYGhgISd6vd9YHcDEwQsTF8UjUKQqRlvLIGqXFOH00VZ4PQEUlmQiFIwiFouj+WKfeBboVWAIgqDh1JFWiaM4nCZxvXwkwqTIScAjEUcmGE4m4cnPyaRkIr97ulli/yxBvNEkRbrjlw434lLXkFQQXO4elv0xwfBGYCIlSxzleLn3sDAOst69yJw9ZwJgCrDNrBKgq5reAlqw+wfPCaOeQ3u1uuJGwth3mTkPl7yd4gJn5QKV88xjdwUGJXGOwjLF2ciPblYYfuC9OD56RfgQSJy0zFFxzTWQWOiD4UbEEjFkG5wos+ReN7RyK8JSyI2Zi6UM8vBwo4Askj8xlLLKvUju8UwhudJLPQekEmFnjmIZjUYm5Po+CiHJyaXm62eZE4gGYn3iEWC8n+LU1yKa8MEb7YBJk4tiywPwRTuRbVwFi7ZY8gSyjdMtP7tuESLxCXij7eI1uB1ggIozZSUboZ0iCCrJumo5c9lsxEGK0rXLZ6Yw+W4uYaJiTeHV/aXCfSb91bKyFHFQYeb8Ss2o+LMdFvlMW67KkP3PFlKkB2G2/TB8kRKCnRTYWKhEkyGcHX0OJ0Z/hlgiBHUGyeaUECS9QaH4BCqsNNrmAANIoHliH9p9H6BffRFV1q0wGG9PmS3H5Hh0GEPhftg0DoQSQYQCAcQnKxnGoyNS/ZSrLsRoZAj+uFfAwEIklohgPNIFncoMm05hBrxTculyH/YfvILhYR+WLS3B4NAEBgcn8ODupXcWDNzOsqBQIoyL3ssSo30gbxdsCSsKS5Ow2k3IL3Jh3KxHXqELna1D4m6RcMSYH2WVORjsG5ekCa4X8IclaeOjEr505CU43dIrdcL7zrZifW2JJOjQmqcl8Iv9Z4SoaD7EHQrPQRZqirNx5FIn3j55BYPjPhRmKdwC8xUS+7Ac8M2+40Klm2twYt1kRUD6c1Ss8jEJBXCbdCHD3xp3jbivWZ3ALPhHCjYIR0H6PmjRj4Q98ixdtMInhRY+yX1YIUBlTDri+3JXSYw8BQRYbfBK7xEMhsaEjphcBzfKL1iI8DzXumvxTv8pIU56qecQMvU2FBqvelgYxjg11owDwxcE0i13VighkztUBsf7tNq1CK/2HkFPcFhKH1m5wf4OXD7bccnjwHtEsqKVk/wD6V43limSSZFkUgxFlJhzpaeBsm0Mbb5eude8x/ztVgAXrY+evjH09ivJTHOJSZONYuv9069dZUS+ecvU3y5DnXzSRa+e7srWqAzIM2/Gx03IlNjdOyYsipyfSJdcmO+U6oCZz1CSesf86OoZkwRHWuJMcMzPdcCQVrF0syIEQr6Q9GYg2RI9N3xO9JiajTo4HWZkZVrkuHea0XIk1IJGz+sCBHKMtai2bodFmy2hIl9sGFZtNvSquS19gnCrNgeaDIP8q1PfPuItXrlexcojHYxqM+w6N6KJsJS3h+IBuHTZGI70i8cg25AvxgErlK7nGZgp3mg/9vb/OUot67E683O4k9LVPSokQ40XFY4Gjj2yby5EFgwGIokwQnG/ICsOPIPaJAlMvhjdv3GYNTZoMrTwxpjsE4FRbYVBbYQ/RrcY+aeTsEqik3JoJgk+U/TEtGOYyxXUXL34aglRbqHzWhf4ZDwlJ39hRA13QoioH163GMeudKN9YBT/85fvoTjbCZNOK56AgXGvlCt95f41ePlII3pHlGTL6wmBxO5VNUI9zJJCyrqaEklInO+LTHf7p4q3C/Mf6+b/1+Xn0GA/KSV8No1JFOBY1CdWOfkEaJ3+Qc2T0/ZBpfxg/lohz3l/8Cye69qPE6NNWGwvkZp7/s7Mf27PdR7IXyNgISWM/5Pvvys4KGyH/9DymjDw1dsV658NgE6OXcHZcbp/jXiicLOwFN7uyarQmInPl92Hv2n6lSheKkyWStJzQUV5aaITx0YvYyg0jgZHOZ4quuemkhXnK7w+lkkud1binYFT2DNwUtg81+XUotg0e7yPJEQ1thK8P3RGKi3IskgiI4Y0GDLYN3RKGBIzdTZ4ogGp4Phi6W7JFXm55yAaJ9oFBLG6pNSUiyeLtsI0R5lmSpgIR4YzTi5ebwhdfWNo7xwWBdjcNnTNpPP+4SZ0do/OWcqXLjqdBru2LcaG1fMPPRGA/ODnH2DiOnkK6UIFyHJDlh3ejAwMTeDb339fUd5aNbZvqsHWjYskPHnhUi9+8vwRXGoeEOVLMED65VXLSvD4A8uF3yCVrEc37r5DV/Dq2+fQ2jF8FQw4zairycczj65CZVn2Ndn98xHui8/ig+OtONvYjaFhLzzeIEKhmJKDo1ELnbPLYUJxoRsrl5Rg3aoyZGVab4pVcD4yELqIQGwMJo0T6zO/gnzT0gW+0xmoc+xGloEsnQ7YtNONlFsRhsmy9HnymcmWKpJB3aRQorszFhZ7T8lg6DJGwx3INyq9Ku6kFBe7cfRYK7q6R3DseCuGRrxYu4B36qbAQF+wDVe85HUPSFJFjqEIVq0LfaE2QVEOXRYqLUvR7D0Df8wjN32Z4x68O/Assg1FGI8MY6lzM/IMSu389WShv0tji8lyGoUCYZ4Db7J0cGZ8ln/xPZ4tHDKz3DBVEvgHn9iCFw9fEOXd1DMsDilSj7JU8IlNS7CisgBNvcOSOzCfs1tSnoeyXKeECkgHSm/DfEMEqfMikQ6TB8mTf2KsSYhuyHvP8+fdkiYnyQQMaq2QQ80mbOLzlfL7JSGRgKDF1yOWPrPWeR2ccLgP5gakwiXpQtriz5fulHDK/uFzovzeHzon9foxIQKJiTeBQGB3/po7ooTVKrV4OL4c340ftu+RWD37B/AaJFs9EZPz4TqfL9uJEvO1VNC3W+ih2ZhVL82fmKtAfgM2WZor0ZPnui17uXgIftG1V5Iz781ZiTXuOuFlIEjYmr0ca111wj75l1d+gSveLgl5HB+7hC+W7UaRMRut/l58u/lFbMpaIoDkenLkRJsosY7uEVEywVBUIdyKJa7h2aDQU3Ajb0FK2M+goXb+XAMUnz+M46fbMTTim9f6eTk2PPXItclr8xWCnSMn28TiZj4AlT3LF5taB/G333lPwiSp+0CA0D/owRvvnBfQ8q9/537k59pl+Wt7zuFHvzgiTZZSwl4LpE/uH5qQe/s7X9mG6oqrJFM3Eh6XXoBfvXYab+9rxMio/xpWVAo9qJ5oUABLe9eIPNP3Dl3GEw+twJoVZbN6MW5FeF6huBcJxKBVmWDXFSx4/1zfoLahyHxnEkZvGKPPuPl9S1g42Ij4DDKk2y2pcbeoKld6E3CcESSvWlGG+rqCOwsGaN27dTkSUykyVQk46AqQnS4CvdqEZITJgBMIxn0CBLr8l1FvXy9KZ4VzuwCJ0XC/gIHbLSzn+fm585gIhXBvZQWqM5VyjBtJZb4b3/+jT0qCTH5avIxUwX/9rcdFaaYvL89z4S9/+1H5XpB5dTmV9MbFpVCZ1ajtyxUOam5LC99lNUrckc/u6w+ux9NblkrToxsJE45S2cZMGmwou1ojPF/hOTBT/V/VPC0u8qMj53F5ohFJsMyLjJEWVJjzhD+fTXXm2ke+MRPfqnpU2PsUZsMe4SBgbI0eCIYNGOunVT1TJDPW6JLtyfBHsh3W2FOpkaynylIoXRMZokglPMp2k28klSSvwR8LTwtBzBSrxihNfejSIznQTOG+t+csl32xHwK7HrINMr0XTHRkXsEyZ8WsORE8/zpbiRAWTZEOSaWGXZbT85CeGMmcAFIVK1b+3ElDi6yFAjx4P+mlIBiYi9dCyao344mie7Ala6l0j3y+e58SM9a70OHvx57+4zg0dF5YOEkyRb4Etk4m9fGzne+SPkhKJgnCUtwL15OTZzvx1nsXbrrO/P8mISUxlTfBzvefPTwNCKQLuUVOn+/Cz188jm99ZStOn+vCj587Og0IpAtd+ecu9uAnzx/FH31rJyyTzZmuJyxLO3exF99/9pDsfyYb6lzC02X4gM+1rWMYD+9aik89vlp4Y24WEPAehBNeAQDxRFjyBTyRXukSSJ6J4XAzvLHBqfWZP+DQFkKXVhFDiSZCGIt0Ij6D5VKToYdTx1yS64eCYwm2aO+U70w65PrxZAyB2AiCccV7rcnQQa+2wqR2QD3H/hJJNiUbRzDmkR4IUmuTwYokE4xqhwCcmfeKJa/huA+hhBeB2Cj6gnxnYvDHhuX7TOH1E+zcCgjr7/fIs2TlXlVlDpYtVbgRbmafN5UzwBtMC0XLbF8pYXLBrc9DkalaJu/+ULtYWlWWpegPtk9Ownro1UapgY7NeNC3Cwh0jntwZXgYv7dhPex6PUKxmBB68GPS6aT0xhcOi+XKvylsKCHWc64DJq1ShjceVNyPXKcoxyElRlxPFSMVhtKdkN3UyFjIjFv+Fkkdh/tQAw67CVWFmVPHTm9VnOu0ymc+0j00jsbOQXE1knuAmb03I7xGKl0q3GqLCY1jTVie+QXoZ+Hkvp6Q+W+Zs1I+NyMMA7Bkjp/rCQlnfNFeZBkU1yJ7Bvzpki/POZEGA2FxhRYhG39c9Cmlt7fxak6CNPMIRsXTwwTUImMW3AkbHspbL94Kny8Ek1kn+2DVSlyluFbT5enirfKZCS525a2Wz0xhaIWfG1tQUQRjSrkjcwWYo3G99SkEHblGN3IMLpz3tEqjJII15gfsyl0j+QDp/BH0Drh1djxReI8QPymSIYDlRsIug2QVnE3pMcOe9zZddDr1vOPf9AzM1n3wesJ3a8c9dWKB00vAZ+f1h8VVTgvYH4hMdUW8E8LkrNffvYDjZ9qh12tQlO+UTorkWugb8Ewdm7fr4NFmrF9VjudePYnRMb+ERXKzbcKDQCudHA2RSXIYjuMPTrRJqSZJk643oXPd85d68Wd/+6bsI10YymB+AEMAJHlj2MHnC4vreMIXmva8CE5+9qtjAr4JCOYDQmYTKvzTo79Es/c9UYj80CtA8UYH8Er3/zttfbMmE/fn/wfkmabXwnPdt3r/FJ5I3xTnBYVA4MHC/wyH7vrWri82hDd6/qMAgMeK/0xARKPnNbR6D2A8Ql4NdtJljkABlrueRqXtnlmqDAZx2bMHHX7y27ACwq/001AZYNK44NKVoNiyGotsO6CdLOXl753+Ezg9+nNMRPsFDMQmGyld8b4rn5lyX96/lWqKWxGG6oZHfFK2v6g6d6qFMYXzF8fCHQMDzAlQyGO0MGnY/rUAOfoiNPlO49TYewIIsvSF6A92oCNwWf5m7X+uQemgxHwBWm23W+gNeKelFa2jY3izqQk7KytxoqcXzaOj0glsc2kJMs1mvHmlGZ5QCCVOO6x6Pc71DyAYjUoP6dWFhfJSXBwcQjgex6LMTAz6fCh3uXCsuxsrCwqkwcRoIIjxUAgWnQ4PLKrGmb5+XBoaErCxvrhYJgHyCZzs7UW/14fd1dVTncIWItLT/mIHvIGQgAc2QEqP70UTAYyELsoAd+pJyGGGJ9IKm65EyrPGI61w6qi0kxgNX0EozvhdtqBavqhDwfPC6OfUV0qyli/aA2+0C5oMI5x6KusMeKPdiCUCsj6XsTbcH+uDJ9IhiJn14JmGOoTjE3JsjcoEl55c5te6uYmcPZF2yQLncRy6chjVmRiPtCAYH4FB7ZTrCMfH0TbxphwjFBtDpnHxZPlZFyaiXTCq3XLOSmYyu3ZF8IsfHZaJdrDfgwlPELkFDjz61Grk5DnQ3zuON186jZ6uEZlalq8uw9pNVfjFDw/j4SdWiVv1O3/7Dp78zHpUVOfih/+4D5/41FrZ9k4Lz4dVGmywpNAPL7pu4iT7NpCxkOsa1HphKmTuwxJHpZQYlphypWqjwJQl+2FzMKfOJtUc9AA1e7ux1FkpIR1yOuTgxte4e3u9xJhnE7rPf/nSiWlW6cY1lXhoZwOSYI95ckxMvx6+YySfIV+BVm1CweR9VihoWdLJbnsEbuwaqJq1/8Dnn14v1UU8bjyuhCz4HGmxM77PmPydEir8V946K7wCTz26UnIIyMQ6POLFd356CEdPtE61MiYAePZXx3CldRAWsx6P3L8U92+vh5VtoENR/Pyl43jpjTNTAIIEbecv9goYuJ4QCNEz0dlzFQgQO+TnOLB9cw1WLytFbo4NWukDAbk/dB+fudCFN969IPkFqWMSjPB68rLt2H1v/U3lLFD0KgscuqvnPRbuhCfaB22GAbnGOqjTQn8GtX3WMkGj2o46+4OYiPYJoBgJt2E00nZT4IT7YDVCk/c98QbYtDmTlS1jGA1zHrp2Tg4nvPhg6DsCHsiCadcyJ6dQPBzhhE+s/PFIt2xbbVN4OlKSpNdBpYdLXyLbDYQuCZBgrgOXzRSLdnqb9psRMvkePNSE3r5xdHSN4MTpjqnfltYXYeWK+XcuXLCGYtx/+t/Kw1+rn54tvDn7sWl/r3Rtl38LTdMtQk7cRqMW2gVaBzPFZTLhwZpqTIRD+PRSpZyCijvHYsFjdbVi8dNzIOxqqgwc7uzC5tJSCSWc7uvDsvw8tIyOyvcss1ks+pbREeGoPtPXh2giIb/TC8DPV1evxi/PnxcwwW5WLqMRTy9pEA/Aka4u2U+3x4PPr1h+U0CAyL+pZwhvnVCYFTfWlQpZScpaoCuu3fs2Ygm2XzVgIHgKtY5Pyr9UuJRgfBh2XSk6fe9hItIJh75cAAHBgChWXYcM4MHgGSx2fQ7+GN32fgxHLsg+soxLcGL4r1Bs2YZowovhUCMqbA/hiudXooz7Akdh0zJnJB/NEy/DrMkVpe6JtKHC9uA1Lxuzii+M/UjAAkFJNBGEXh2FP9YvQKE9cFyUgFVbLEBDoXjVizLxRrrRMvEqHLoKOd9IYgK5RrZaVinUoENejI348JmvbBG+8B/8w3s4sPcSHnhsBX717BEZX5/72lb4fSF89+/2wmozijIZHprA2IhfOMVbmwbEa0CUTcawD0P8sSDeGTg52ZSoDFXW68dWWS1wkQ2UfN2TzcA0uCd7mVSIMBHwk8X34p2BE/hZ5zuK98DgkvAHaZ4/U7ITb/UfxfmJNqlkqLAUzBkWSpeiApd8qKwZ1uExU+GQ/sGJa86XiXrLG3IRjXdAp8lFLDEsHPAadRai8UFpTBOKkmaYbXyZ/MjxTNrnMYSipEdejBiJhzRFiJJ3gIyKZC2M9UCnzodG7YDZNLt712zSi9K9k8KcCYIQWtJPPbxSgACFiYBf+fRGdPWMisVG4XonznaKQn760VX43FPr5BxT8vQjqyQJ8UrLwNSyC5eVZOG5hImIDD+cOts5FbrhnLZ2RRm+8MwGLKrMmVWh0xvBhMY1y8vw0+eP4Y295wUkUMbGA/jZC8dQX5OPkiKF5W8hQu6Apa4nsASPTy07MvQdnB59TpTe9rw/kkTCq8K3+lqr1ahxYIX7GflOBXxq9Bc4NPRtLFQ4t5wc+Rl80SEsdz2FYvMqGNQEnQQDo+J5IM9BuiSTCfQGzqLFuw/qDD02ZH1NtuN8SRARifvFa0Aln6mvEE/B1NVkZKDUsk48BhQCjte6/x2Gwy0ot2zE+uyvXnOOvP5bzdMoKXbjyU+swhtvnUdhgVPIh1KSuUAWzlvTwAuUiYmgNGVwTjIxUdjjgH0MbhUMzCbSNdFARkKVWOofdHUh22JGpd6NPq9XiedrNeIVMGnYLSsJp9GInVWVKLCxKx1wrKcHx7q6UZOdha7xCTTk5uDy8DBCcSU0QHZB7t9pMsq/KaHXgS9o6+ioAIX5PPTOwXEhJEpM9jh45UgjOgbGUZRlx0Pr6qY1UaJXoMd/CA4OymQUo+HLCCcmUGK5F6dG/k7cY/WuLwhoGAk1osr+mFjivEZftA9GTSaKLdvlGs+OflcUtVHtQjA2Ivkf45E2AQNSFiZgwIeLYz8TMEFPQaahXr7TUxCID2M4dB5qo07qwAk8ii1bZw1BkCI017hawAQliTj0age8kR5EEl74o/0SGnDoK4UvPN+0XtbrC7wh3gSuS4a6oeA5ZBuWySSUkuVrylFdmw+VOgMFxW6MMKN63I/Gs92oqsnDsUPNCjmHL4S+njFk59rR0zUqQKJ+WRGGBifEe+B0WxbkXpuvKMmtyWmcAUykZP4FEwbvyV4qOQ9KF0NyVKgkN4Gxf076VMAM0zBfgPF+hbyJLJM6Cc/R45ZnzMQzxfcinIjIsdi0ieRK3AcV/xfLHpDt5DeVRn7n3xnTjpMx7W9pKAYV/PEgznsuo8ZaARtzKq6XYUXmtliPKPFAhA2MEtDGaZnFoCVtLEEc+9BHL0KVYUYiGRJAEE+SbjiCSLxXPAPByHmhltWoXPBHzsBp2s1AAT5qcTstuGfDIvFGpQtDBkvqCqbAwNT6Lgvu3VwrGf3pkum2iPJOBwOklE0xuM4ml5r6sffg5WnemKrybHzt81tQVpw5Vb0wm0hINN+Jzz29Du1dwxJqSElX7yj2Hb6Czxcp79xCROlfwHcmrTV1mkeI8XZ6k29mvzcjdNEPhq5gQ/bXxZ3P+TC1L7u2QIDATI9VAglx8XP+c+vLRbmzpDElJEqilyDftGSye8XMxHKqd2WfUi2XkQZ7bgMnxmzCZ80unfdsWQSX0yzj7GblprsWsinR6LBPBmxhsVusKfYmIBUxJ9nhIa/E70gGlJvnkDj7e3suyANZsrwERcUu6WdAtzddWdIdb8CDSETZhi5a3ksOeKfTjIF+j7Ap0aXV3zeucEAXuKZN2mwuUWi7mlzmNplgnswN4AS3KMuM91o74TLaUO60wGHQQadOIt9mhUWvR4HVhoacHOxvp+tdg11VdcgxWwQI1GVnwxuOYH1xkUzW3ztxErlWi6x/YXDwGiDA9SpcLhxo70CV2w2H8cY0wL/cfxZ7zzSLi9EbDMEfjCDLYcGXd62RaoRpzwBsXalBpmEx9Co78kxrYNawhpelRDEkMrSCbrkeP6zR5mBNDV+dyiLxLq5Loeu/ZeI1FJo3ibU/Hm6Ro+hVLBXVIw4l/mVQ2SUccWn8ZzBr8pBjWi7hBYPaLQCBx2Q9MNeZTegtIEIXi57jKNSIbt9+FFnugS/WKy+kIqk2SVdfbrLOZRka5GPUsAPm9OFrJ02narJpjDoD0QhdyEkZh+SgUE1aSzseWIq6hgIBAaeOtYlXYNO2Wrz/biPaW4aQX+CcmlADkSjGAkEUOGwY9PrEy8NJoHucyUhJlLicAii7xzzwhSPIsVmQaZmb+Grf4FkMRzwCTtmdkXTEbKLEpEzSE1PZNvs6MCBtvGtQai7EibFzUgJabimGVWPGYHgE690rcGz0DOxamyj2y94WUeornQ1SiXFs9Kycn11nRbW1HO8PfgCjhs87gQb7IjRONEufD61Ki0ydCzW2cpwaa4Qv5keeMRtl5iLsm9yGIGNL1lo0eq7gwPAxtPo6sCFzFUpMc8dvRbkn/cIdT2teGXt6ROLdSCR9SCSYac733yreAL2mWMasCuRuj0gXRelap1Xcq2xGk/ERESvNJgxt8DNTWREc1Fbl4bXJDo4pKStyo6jAee36WrVwDJC2PWWlM3xAl/5sYIDeLLr5SfaUEhoJrAq4ERCYRiSWbcMD9zXgcsvAVIMbAr8DR5rx6P3LJC/j111Yklhp3TLNgp8OXKZLhlCv0whkqXSfJP0xnJEOJGRumey2+HGQPiYQhqKSI8KmXLciN7U1lf5br51BTq5d3K1WuxFvvHwa7kyrWFer1pZj754LcLlZw5qBi/oerNtQha6OERngo8NeFBa6xEJ76fnjeOQTq1BWkY1f/fK4TOhajQqqs10CKoL+CHbc34A3Xz2DjVsW4eTxVnloBCMbNy9C/dKiqQdF9/4nl16t6dxSNj1eUuWOYFFWGQyaPISi3dCpnQjE2rA4l72ozSh1xaBT2VHuyoRO7YZWzUFkxrJ81tIbsSRXcak+VKN0UEzJxpLp8aD6nKtoMv18biSsOCAXAelJ2Wmsss6Nh9fVCf2wJq1rHoUuVlr6bAVr1RaIZU9p9+1BtpFhkiS6fPtQat0p7vs+/1EkTEpXQgURz2TeC0ucjYqaVr7SQObabgCMo9EFR4BBD4En3CbHV1xpk6BD7NnZJ+6Z7VHoDSDtLK/HHx2ATauEnQhCBuPDmIh0wKTNhktfLeEHhg0Y2lCQ9kxkPn3fFI7P0vIsuN0W3PfAEpksyVzJhiEEocODZ+FwmlFSnoWMvcCVi71YsbZ8akx1jXnwZuMV/N62DXjrYjPKM10CDlqGRlDsckh4qm14FO83t4uHyReJ4CsbVsGiv9aNzXtPfgOSLtE2p6XP2P/mrHp8oWynVDC862tHna1KWjG7dHacGb+ISkspCoy5eLN/H1a7lqAvOIje4AC6Ar0oyszH892vI1PvQigexqWJFlRaSzEencDTRQ9KO+POQB98sQAeLdgp++gM9Eo+AbuFOrQ2DEfG8MHIKfQEB5Ctd4vSt2os8Mb8ss3bA/sxGBpGg6MGg+Fh3JezBY7JplZziUbthMv8yDV3wAAlTGidbCpDQGjUNijtstMqSAza6RUpgchFGLU1s05ZBEoky2LFyYclxYWuaZ66lHB8ZWdZBYwSiFLosi8scF3jFZhK7LUZZSKPxRS+hkg0JobATKGyZo4AeQTSkzmrKrKxalnpvIBA+nGX1RcJEGGsOSW9/R5cbh7AmhWld5yU6E6KChoBA1Tu894mQ418Y4MQJA0EL+L9gb9Eh+8DlFjWClcA8xmY7/Rxui89TCAc9mLCG5LywuqqnGkJhDM9V7cdDAz0jYvS3rZjsdACkz6YiJVK+8jBJnS2j0hfgdVry+WE3t97UQBDeWU2nC4Llq9SygqLSjIVr8HkzaX1vmpNucR86UVgIyQKxz1j6PQ+nD/bhUU1+XKRC8kYVrgBeLl0fbI9ai80ahsC0Q7E4j5pYOGLNMFuWC4WCCemUKwfwVgPzNoyGDVKycb5c90YGpq4Wi6X58CimttDhvHE5iXYtWqRXCtfbG1GxmRP9LSkwUhM+l2zJ3a57X5R+G3etySWTpc+J1K66KmQu/37RUGXWnaiy/8eLg2+ArexCvm2FXAbapSBDRUyDbWw6oqQY1yGbv9BWLWFkwreCpehWixwJgRyGyb16dU2OUYoPooe/2HUOT+DEut2DAbPStyNXgrrLOCZ+3EbaqdazyoNquokrNDjPyjHt2iVmnfmN4xFmtHhewel1vsEDARjw+jyvScJZqXW6ck7c4nFasDOh5fh9V+dQmfHsPJyJJN45KnVcGdZBZDmFTrhcJmQmWWTvAGCg2s4LCb7T/BbocOGPo8SK+eYvdg/hN7xCRQ57TBqtVMtaWcK97ghc7EQBzFEwNDAIlshVjmrpYKA+6MypiegyJiHfGMu2vzd0+CNVWsRFz1Bgk1rhV1rlTDBMkcdHFo79GodPFGvKHl2NEzF9rmeUW2Q32npM/mQ/1o0JoxExmS8V5iLscy5WOmqFg/KcbgN95OiaeU9uOq9WahcG1iYRn19nbCDUVs5lVQ4Uzr8A2jz9wq/woclmc7Z6bilNl6vlXEWDEanSo5zMucuIeP66Yqc7396O9qU8LkwMZLZ49OYTyty4LwJS95mMUhYIx0MsDqjs3cUq5aXSOL1r6tQsbMEcKFi1eZgfdZv4czoc+gKnMCViXfR7jsCl75UwgYl5jXynfv/OAjDTEwgJCho7xjGiVNKvhhlaUMRVq0su8O9CexGeMaDaGsdkvIts8UgA7j5Sr+48ItLM9HRniF9A5gjIKg/yRIlnYQC6PLPyrJidNQvCYT0JmTn2iSUwG0UUdo6Nl3uQ9PlXkn0ojVXUpolYQZ6GAgk5isEANEEWRBD0vEqmhhHLO4VD4DSDIWIT3GtM/GOVq9FVwFP+Azs+iVTL/KRD5px5HCzNIFgKGT3g0tvGxiwGvXyUc43iaGeUfhDcYR1GkyM+mBzWdB5pQ/hQARGkx4TI1oUZz6GcDiCqC+GgE4F9cgqRHL1iEXjsEY2IRDOQOv5USxe9wkMDY/BZrIgEVDBOLwOQQKs0QBs2s0w2lyS9DdTLFplGS1+5h30B05MhiJYDjciy0kXmmNcIZ/rSWof6WLUuFDn/PQ16zLfoMbx1LRlRZYt8pkpHFdPfHqdjMvU/LXroWWiuDhZLltVJsCTeQKszaayzytwQq1R47d+d4d4D+gl2PXwMqzZWDltXJFBMhiN4ULvADpHxlHmdkoL2NUlhTjU2ilAIM9ulYqU9eVKYyH+Ppes0C/CyrwaOGY0+aJQOTOhMBwPoz80hKzgAJY6anF89CwuTjSL656MnfQcvDN4CFuy1sCkMWKde4WEF6hMV7uWSpiAQCGd2MiuU5QRLX6SLzEHQAEFBgEKZeZinBlvxP4hUlYrYQICCtlGa4ZBpRdvBT0QewYOSJiiyLSwplcLEYYzhsMTkrBIjwmvYTwaQTQZgC5DI1wTpNBmXwb2aSD/xPXaGt9ukec3R9I9vXiKJ2+y9bdGBZdzbmXNEME0MEASMLa2nSHhSFTyBdJJhViaWV0+e8LgjcRo1F3T6pnzDhULcxZm82T8Osls1QI3kowMlXgB3Hnl6AucR5P3XfESMGmwP3gBjeOvosa+C3WOB2DWLKxXwZ2Q4iI3nn5iNd54+5x4n9ITCOkNXYjcFBgoKnZjyfJiXLnUJ82B1qyvxKZ7anD5Yq9MsnX1iqvXMgkSFi8phFarEpf+yWNtaGnqlyTCjvYhZGZbMco6SU8Qy1aUTDZBykDD0iJx7/q8QXS0D2PD5mrk5TvE+3D+TJfs35VpgRnzzRxWwa5X3Od0YeeYdyIDGpi0xTKJ0EK26KrFvWTQKJNcJD4Mq64GWtVV5fDZz2/EM59ch8YL3fiTf/cc7qT4PEFRXgFPEL6JIFw5dvEMuHJs6LjUKz2xx4cn4BsPIK80C60XujDYPYaC8mwlB6NrBOt2L4XPExBPzfjQhACuYb7swSj6SYnqC0nrTVeufV5JnLTsmajIjH56CCptD8+ZH/BhCSfbnBIHWn1DcCTNYtEwgTAlnGizcmzymSnxfMA0CcAYluInXbKtZmwoL8blgSGsKStEqduJYZ8flwaGJI9gSUGOhHY4eZ/o6EGh0y6hhLnkpbfPiEv4qYdWXpOkOBH1YSLmxWMFuyQMQHf+tuz12J23bSrhj+79fGMOPlnE+67kLyy2V6PKSguA69Dbk4EsvXvK0mYOQLZBuR9U4ulCZV9hoRWokvUU/nW1VBuktlnnoreMb4hKcge4Do99p0QsYF+fUFRTMfJYpL5mP4lF1iL0h8fwcP56ybeYiAaEOGlm46s7LVSUc3kyiPHSgR4B4vUUq8JBkrYvxQF1jTBfqrP7qhVPIYgl3TKJZxYsSYWTYKawskA8EzdOc/q/UjIkKdeCUstaFJqXCT9Bu+8wWn0HMBJqkyoFNllal/WVa/IRPmwhCMzPd0qnQuZ5sKPwQsJFt046pFFj6fIS+aSksjpXPilZtfYqL/KyyVrHrGwbdj14tYvSytXl8klJfhqqWbZS2WbbffXTjs3wRHHJ/JgFr00auXq5TGa6+l0R9WScOxXv1qpc0Kkzp9U6s4yIH7t0R7xzbjSWy1Hx+8b9sNjNcOYobmSDWQ+72wKdIQDvuF96X7PXdVaBE/6JIIxmA7R6LcYGJ2Cxm2CyGGQbJmWSrnJ8yAurw4yAdwTOLJt8JP44T6OKuQEllm03fV2sbx8KeTEeCSDbYJWJfiziRzgeQ4HJKbXvw2E20jEiy2DFYHACE7EgXDoL7Dojuv1KM6VCkwsmzdUJNhiP4oPhlsnGSla49Wb0BT1C6JNvdMjljUZIhhJDvokVCTEMh1lT3IJtuQQ4MYxFAsjUW2DWsF8CrdIYsvRWbKoomTa5MxywvGi6Vby1+lrWxdmEk+xc7mLG8LN0LuwbOiLKebmzXpT7TDZCuv7p7k//m27/meukf0/9rZlFiasnd6+Tda7Gd2bbhtUH2jtchESvwJnxZmmMxf4LqngGfLGQeAh256/FC937pQcGGSw/V3qftNUmPfaHKQwDzNeLzud3/djt/HZEgqeBIe+0ZaRI/tvv7BUPwc3IyOi1lM5srDabZ+I3STImAZo2g/NQJdz6UlRat+LEyE9waeJNNHn3St8EVh3cWO68x6qo0I2z57rQ2j6E+7azNFeZZxZSXXBb3mohC4kn4fOHBL1KApBRC5NJKa9LCUMG46TjTCbFVZvu2mLOwfh4QC6AVQOp36QndiyOgD8iiTXUW0zcYTiB7F9TdffkZJ4ITi2jG59KmzXHPCc2WKE7ji7h1L65DjMx7XbWnCek8yH3wxeXsWb1bWihK7XZ4RgCgYhcB49N2k/mRVwvEYWZ74uWz00Y4ci0omAGh3ltGrBKb0e85r4G+b5yW93Ub+X112c4u1MyHPLijd5zqLBmw6Y1oN03grNjXaix58nf+wYuiyI/HpzA1twaWZcKerGjQNzCr/WckW0JFEyYbm0RYAyEPDg+0oaV7lKcGe2ES29Bq28QWXobTo12oNZB8h0T9vZflH9HI35p6PNufyNsWqOAgrXucjnuMlexLLsZoUfMF1DGF2+z0aCbsg75G7PFWTXC8Wo18z1RQZVUYYVpufDV88lYhGNBGdtefwh6Nr0KKAyarFXnPrnv1O/cLjXv8HfW4suxfCGlokKngdWiHOvjLByX5EVosJdjpataLmk84hUeBYZA6LVQSiq10u1xNMzw34fLlTyTnfK6wtLM2/CusUdCIKhU9aSEz35mGeOtCufp30zq6eTkvxmzhhxYVljj2IVm7z7hEQizYV9am/p0oUGp8CgkESWd8Rzr3S5pvNiD46faJXS9ZlW59Lno6xvHww8u+3DBABXdB4ebsfedC+jtGYNarZY4+vYdi7F0WfGU8iVt6A+/dwDNTX345u/uRG1d/mQ+QVJCDn/zV2+jrDwL3/jmvaK0Kdzf4UNNOHWyQ5jkiHjcbivqGwrx4CPLkZ2txDWZe/D3/2cPKqtyZcI8dKAJlVU5eOqZtTh2tBVvv3lOShS/9Fv3yLlxGy57/71L+PJXt+L4sVacPN4m50i3y877G7BhY7W40G9WJO4/5MUbr57B6VMdEg6x2Y1YsrQYDz68HLl5irV/M7KQJk6zNVqajzAhhcokzK6LgxNSx7qoOm/Sykmiu1vpXiftlqtykOm24uLlXiGdsdmMON/YA6fDJMQYTc2DArr8pjA0GSpsyCKDIKmryY3gxurMMkxEgmL1U5G/3XdBvATrMitw0dOLgeAEVrhKsNRVjG7/KLzREJwzmipRca90laLLP4r+oEeAwBJnEQ4MXhHFX2R2YY27XBR+KBEVZd8bHIcvGkZXYBT19gI4dWRnTCLbYMMqd5k0b1qocIK+0jqAX71xRghiKMvri/DgDgWUtXYM4bvPHpKWtwa9Bs88uhpVZdno7hvDL14+IdS6BLA1lbn4xAPLBQT//Q/el/pwdgOkUmBd+TOPrBKlT077PfsvyjYtncOSGPapx1ZjRUOxEN689X6j/EYw8Nj9y6T07WZZ5j4MoTGxylWDw8Pn8e7AKenbwE+KIKnIlI1MnV0aPJ0fb4NRoxeyJoYxPixZsCf2NigCAku+j3dalCP85qGBeDKOsXC7hD9Jl5zuXaOQhZWsiuybwNbL1wsRsGybJdYM75HtkMyGC6lsWKiQgXDZkmJcaFQ8ZDR8Fxo6umUwQPrMn/zoIPa8dR51iwux8/4lCIeiOHSQCrwdv/cvd2H1mgrxEFDB79rdgNOn2vHjHx7E7/3+LmTn2MUj8KMfHhRX9s5dDWKVp5cx7tt7ScoYt9+3WPZz5lQnnv/lMVG0f/BHD0jci26tkREfWlvOor6hCDW1+Xj/vYuS0OhyW7B6TTne2XNBtvvX/+YhhYPeH0ZTUz/++R/2yjHXrq9ENBrDkcMt+Ju/fEuOv3HTIolJ32wTib/9q7ck52HlqjKs31gl4GbvO41oaR7At35vJwqL5o4vf9Ry4NAVHDnaiorybEnYbGoawL3b63D/znqcO9+DZ395FHm5dpmg9rxzAU8/uRr7D1xBeVkWFtcV4Ps/PICqylx8/rMb8OLLJ7HrvgaU12bCojXg5x1HscJZAiOVrc4oWNyqNSLf6MTrPedg0erFmj84SBrlqIQXmCRGIED3/UxLkADDoNaIRe+eBAH7By5j38Al1NkLYNQoMV4CFx6zyOTCO32NAtgKTA6szayAJxKQro1WjUH2cbPW3OCIF//44wNYt6JMWvMy5CM84ZPWJEllHt21FNmZNjz/2im8/s55VP3WdtitRjx0XwNsFqP0vP/ezw9h8aJ8FBe4xPrj9p9/ap0w4P2f772HpXWF0vHvpbfPYmltATatrRIw4ZkIyG/sMvjC66fw8H1LpAb95LlOfO/Zw/jj39mFLPfC2Mk+TJFmTFoTduWtmbacvRcoa9y1U8tqbbPTJP/fKASZMy12jlF6P5kLdLvEQo/uR+A1TDUUorJlkjL/9UUHp3hGqFRZAk0rnRVfepVZeABul8UdT4RxZux5ISti/4FMQwXMGtJ6axCKezAQuoxO3zGZR5hPYNMqxuxc/XuKTavQFzgnrZz39v8Fisyr5JxZms2GTmWW9XDqlSq1W5Wy0iwc+qAJ7R0jOHi4CWPjfmxaf/3+L9ec862exKWLvXjztbNYt6ESX/vte2E2sw48iZWry/Dn//1VvPDccQEJTAykImdZ4OOfWIXvf3c/Xn3lFJ56Zh1ee+U0mq7040tfuQe1i6fTsTIZ8d/++0fhcjGsQPpGYOv2Ovzln7+OC+e7pTJhSqEy9J0EPvmZ9WIFNTf1o7NjRLwBzDPwToRw+XKvIGyLRT3lEqOl+y//1W7YbExCSmLduir8lz99Ea+8dAqLG4oWnJVJIaig5+HyxT58/Zv3YtOWRQJa6K6tqMzGP317L/a8fR6f+8KmG1pprRMjEuOudd75lrrpolSAaPHMU2sk9vTWngs4fqIN92xehDfeOocVy0rw0ANKDsj3f3QQb7/TiOIiFwYHJ6RJSk62HV5vEAMDE0ImxQoSi8aAhwqWinKnu/cqS1cG/edYbS1F0q7kZlDB78hnqRtfLnIXZOATxSvlX3YZTBer1oBPlq4FDScmEDLm/kjRiskEtMmQk1I3IuNrS/YiYfHjeOJ5MAeB7I/JWFIcfJsyq6C9yfIhlmox8XPz2iohd0mN51TohgqcSp4lZfQIHDvdLr9xHHp9YVxqHpBYMMu8xjx+AQMMJ6xbWSbfqRRYSsaQmxB7haKSFe6wGYW3n33seUzuZ2BoQjrrtXQMCVHNwPAERsf9H2swcFdmFwLKmbqH3ravfW6zJBHSIJoIhKXTaTgah8Wow7g/JARmuQ4rescm4LaYpiqW+NYpydMpgi/lX7vNJB4nVi2wrPlmE9IWKqQOfrf/fwoAiCToJQwjnlD4FrzRQWlgRMZRWuSsTCq3bMK6rC9NywW7FcnIUElXQnZbpAegxXfgmoABCYiq7fdiheuTsu71pMq2DSORNrR496PNe1CSEFMTHnlS2K/gdoEBemY5hzA0zyPcs7kGNWk5fPORW76Lx4+2yuS0bfticQ2npLQsC9U1eTh3tgu9PaMCAigcWFvvrcPFi714560LMgbfefu8WO5bt9dek2jDSZC1/OlCYFC9KA9tbUPweae3YGW+QVYWJ2DI+dBq5d9ULk63WSZPejNY6SCSAeE2SHEaUMiHsLi+UMIGtORvBgyw9PLk8XZk59iEbyHFJkbFT88FvSQXG3skLMEM0OvJvr4WiS9/2GAgVbrCiYbPheVUjEtzkujrH8eO7XVTORqlJW4cOtyMVStKcaS9FbrmAfEQ0H3V3T0q6zGGzXWpfDUzSIk4hva8cgZ7Xj6Nipo8fOar90h/AJaRpYt+Drc998vktnS5njLnJJeiDqWwbvjdF0/g7ZdOCbvl576xDcvWzC8pcKbIJEqaag1LVq+dSNkZTgG2GfI+SPvXSAwvvnkazW2DWL2sTLwEHDPp3PNWy2Q54uR2BD7MG6guz8bb71/EwLBXFP+qpSUK8IzFRYEwy5jnw86DleXZyHTdBQK/jsJSwJmGA71FBJakpG0bHENkZBx1RbkY9wdRmu3EexdaUVfmgsNshKcthtW1ZfIbuQ/Meh1GvAHkOa0YnPBJF1bOM8EIy4ZjONnag5qCbPn9ZoSdAQvNyydd7jdWNQoJF5ln5+eJnU0ZU1nnGuulcZpVM5219UaiydBjueuTsv1wqAkT7NUS9wlg4rF4PXnGBuQaayVMcCOPBK97Y9bXxUPQFTgpPRFSLIfcF/kKbpcwD6i2Jh81i/I+3BbG6UKuAcaUn//lUbzx+plpk3try6CEDMZG/dO2ofL71Gc2oLvrZfzsJ4dRVp4tfxPVzBQqb1qajee70d01KomA7FLHfQsZUXJ61iuT81JIlqVy9FQok7KiiCXZMS3uxjVngg2uV1TkwuGDTcKLAExvzjQfYQiit3dMjpcKOaRE6EYngnJuSgLj9fdFKzeZkZh3EgrXG4l4BOuzk12KpS0QD8GqMU3FwqT8MDwmbaXd+tnjWWxHO2UZ8NjkricfhFEn8XBFWSWlRSrLnHJz7RKf7ugcwfattRLfvnCxR1jZZnu+KQkGInjl58fQdLEXly/04J77FqM2jV3ywxA2OmprHpDkTrYxvlkpynchFI6h8UofltdffcX4vCmiz2dsw/jemQvduGdDNTatqRSe+FRr25TMdiv4LNhEqKt3TNy7Tz60AuXFWUrJYGkWbFaD1KGXFrll3JPemx6Eu/LrJyaDVgAdm0OlhICPISWLw4jO4XGEozFEYjF0j3pQmGmHTqNGtt2q9F2xGEXRH7rcgUybGflOK51xGPMHcfhyJ3IcFgED5NYwG3TiXSBoSAnHz7njbTh+sEnm9007FqOmoVCSndlC/O0XT2HtlkXIKVAaErEWn5+FEP7cX/Dvb+0eqdyIHNiOJavKUGy7cVdAhqb3v30BV853w51lw0PPrEGVbat8blUkJKlxiCeBnw9DbmW+vGUwQCDAWYrKIJ0Mg0KrmB4Cq/XayYeJdE6nRQaY02ma5lVICQfcoQNX8MufH5FqAnLGM7bPpL65XOsp/vmUpCyp68ls++IxlEqGmyuxoZuYpYHct4cVFDOESYzSoGkeCYqrs4rwaudFXPYMIc9km2IGkzi55qqlHI5H0BUYlMY0lIHQmPSu7w0OS+14h78fhaZsZOsd0vaWrHfkxZ+Ijc4JBmYTurdXLi+V/AC6FDnRnDrdgeXLSiScQGuU7VwJqJjV+sprZ/DIQ8sElM0lUsiTcVXB3c4Y6IcteTl2PLB9MV5++ywOHmuR6ykrysQju66W1c4UWvhsE8wGNE2t7NSXIcvmE7tlm1wJF4Sj6OwZk/eGAKCyNBvrV1bgZy8ek6RChkwYZnh017I73tlvvkIlwvHCe0SiGyX/R6mySHmuSaDFeYIem48TFeyHLbw3HFvpTY0IGHsHxlFXmw+7ySAdVZVunxkC/IrcDthNermnxW6HAILKXDfsZiOcLENWq2HQaVGR65YQAseIxaCTDz0CBBYp8Yz58asfH0ZpVTZKK7MVkq+p95T9QNgYBB+5UAfMd5jQgKlbWiw8Lkffv4ydj12fOO1Oy9CARzyC1o+gN8QtgwHW/TO+9Ftf34aS0mvr/6U2fkYNLAfw66+ewcWLPVi6vBhNVwbw5htn8cRTa6YpZib//eB7+2UfTEQsr8wRy58KmgmIb7x2ZsbBbu4aGNdOF4IAVifwXNKTGRf64jIUQUD0b/6/R2cFHFzG9s03knbvGD4Y7MThgQ7YdYYpBbE8swDfWrxxar3B8Lj0smfbWmZcU0k3ebuFva3R2w6jWo+RsAe+aAATMZbhjaLcko9EdHbAw+oBIVeZPB4VSH6+AmCYRMjZ+pXXT8ttX7+uEls2LZLrYfUAnzmBAUMF7KteWkK+hrkfkMGkwyOfXCuhgtqGQhSVKdbtr6MwX2XX1sXSk37MozTjYoyeyx/asUQm0NR4WLu8TLL7+RsT/Zj4x+oBVmZQAbJ+nOGVb31xm1RpUDjRf+HpDbBbDZIT0N49IjkDzAVgcuHr757HF59eL7kJTFRcvbQEHl9QXMpc76NkliNQ6e8Zk/HBSfvy+W551n5vSLxDuQVOef/YOfL00VbULS0S7yLvBcNGw2yGZjPIupwH8otcH+vKiNspkmNSno19h65MLePzvtw0gN3b67GqouBqZ0K34m4kQEhJKldgXbUSp05/v9bPsoyhhXQZHvAgHIrgwafWIDNnujuTpd4PPj094fOjEI6p3U+smvf6TA4vKHGjYihPwMBHKTQg33z+BOpXlGLZ2psLUX6kYIDxb+YNMDt+cb2S/JeeMJXi2U8Jl5053YlXXjyJpUuL8cWv3IMf/+AgXnzhhFQAcH+p9VllwIz8zVsWoX5J0dRLT0Xd1TmdietmhW7uy5f6sGNnvcRdeH6hYBRXrvTDajOgYNLltVBhMiJLG1taBqXKoaIie9qLpoQqeG9uPJHVOrPx+w2br1nu1k9Hj4zF9wVHUGTMxnDYg8HQGPKMboxFghJqYNkeQwWkcA3FI7BojQIIBkPj4lVIJ7Kh3L9TKYVLPY8lDYWoX1ww5fJ+/NGVUyEXNmZJXd8nHlsp95HPq7IiB3/8rx684YTNY9z74BJs3aU8B7Yh/nUWWrsMF/CTLrTsZgIufihUkOSZn03o8k+J5GgUueUev/9Bk4SavvbZzTDoNJI8+O0f7sfQiEJOQ+DG/vR3SmRszHhUHBNzFaZR6V880ykWGcmyyO3R3T4sIIHXRU8B1yEYYD4QKaMDfp+EbRjGmRgPynVzPY4TMplafkPCHnyWNVV5Eg4ih0XqXp+/1CP5IvmTxGQ3krl6Ksy1jM/oyL5LuHCqA31dY3jppx/A7jRj8856ZOc50Hi6E6ePtAjIvfehZbKM0nKpD71dIxJSbLvSD7PVgDVbauDOtgr3CkMOna1D4tUqLM3Eyg2VMk+cONQk6/b3jGN0yIuSimwsXVMmFOwcJ12tQzhzrFXOi+exZnO1gJOmxl6c+qBZPElbdjXIPlP3qOVSLy6e6ZJeJAwHrN5UBYd79v4S800QP3+iHS2X+kWJ5xe7sXxdhTDpnvqgRe4NDUke+8LJdhm/vD6O6ZOHmwXU0vtVtbgANUuK0Nc1ghOHmnFwzwX0do7IvS6tysGqTVXyrnDZ6aMtCHjDKCzLlGPR83zysHLf6dmoqiuQ7cqqc7BkVfmCEz9vGQww8e/N18/i5RdPCpEQlR4HLSeo0VGfoHeW1VFZSCx72Idnf3pYkCQ9AawEeOLpNVLi9+xPPkDmv7BKnX9qcqTSIXkClT+7IjIWv29voyTf3R5J4sTxNuEyqKrKkwdLjgJWImzdViusidPWngQ4HAzSSDiekME8M1mMA+Ge7bVynj/90SE8/MhyKY9M8TIQ5DC7nomQN5JSq0s+0UQc8STbCivJZzOFSr7eXgZfPIjF5jLkGtwwafRC10qyFoKB5GRiHcvztJMZ+SWm3NmZ6WYocFHSaYv4TGc0U5xafnUbJrvdOBSSApEq3W+GlXe7hNUKzMv42a+OiReBZYsM180FKu4MLe90IfnYXGiA7woVvM1pkt4jQX9YGkYNDUzI33yfGHIU74DLLL9zDuEkSobSifEA7E6TKAEln+U3Z7zw/agsy5KOicxHSUlH9yiOnmyT1sN3wpnGd5j328VEbKNWcgLk/jOUQ0CbZRWPzvM/OoRlayqmwEB78wCe+94BNKwuQ06+A2eOtaG3axSf/vo2idU3nu0ST2I8HsevfnxIlOPiFSU4fqAJXe1DWLy8BDq9Vn5jOHrLzno0XejBj7+9V7xJ2Xl2CV3QeKM4XGYUV2TjJ9/ei+r6wikwkGS78HM98HoCwsh6eG8jxoa9ePxzG6euYaFy6UwXXvjhISxbVyFVCB3Ng2iYZM09+M4F8TYwb4EK+80XTqJhVal4LV766WEM9U+genEBJsb9ouQJBvhOENRqtBq5z3lFLgHEvPcEVD/6u3eRmWOT+87cjPFRP5asLsMrzx6Re3blfA/OHmtDVq4djac7UFqZA8cC2AdvCxgoKHThW797H37yo0P4u795W1zjtIp4E5i1v/meGixfUSKKhS/0L549InX3X//t7VJtIAO8KgfPfGod/u5v38Evnz2Kr35jmwABWuX37lgs/AD/+T/9SsAGESUt9m3b63Bw/627dXj8hiVFQobEhEOeNy15KmmCFYYlKAQAjY09eOmFEzIwx8dY1pXA8WNt+I///jnJti8pyVTKGie7kJG0iO5MXvP/+K+vTIUc6PYkmmOfg/mAAZYVvt/Xite7LiHTYMY36zZI/oBNq59WYVBmzsNwxAO71gyb5mrnPYYHbpdwMmb3SD4fTgIp0iiidH6Iyikpy89o0s46YXPSp6XHezFTOH647/nkU6QLgRxbXnPcRSNxOS/p/qjTSFIgAajkI9zijMmJbGzEL8ejm5GdOLn/uSSdDTL1N1tBs57hVs5FyJ7Kc/DNL24VwiIC1IaaAskLoLfhwwizsP2u5OmkddmjcmL+AsOHM4WKf+v9iseJwklRkh0nm33J98l3gtaPbMMOndW5ct/yi12/tuGj2yFOuxn3bq5Bc/vQVIIp36XnXj6JytIs1NXkT+tyuhCZOU5TwgZxK9ZXwmTR4/yJNkkcpFJKCYEAgdwbL5y8Zp+cAx791DpRbvQgfO+v3xaA58y04hOf2yjf6eUZG/bhyoUeUWw8jfLqPDz95S0CBmj1Uvmu21qD9986L6GhL/+LndcQwlER0uvw8s+OTFvO8bnjkWXicSIY1erUOP1Bqxz3ZsFANBKXPIyyqlyx4BnC4txChV7TUIQP9l5E3bJidLQMYmzUJ0CBOjAUiMo8xFBAbqFTvCbUBXmFLmn4d2DPBVHy9Hak5IO9l5SKvQeWCrMv78n7b57DovpC2WbHQ8vlX+94AI9+ZgP+9j+/BN9E6MMHA8IdUO/G7/zhZpw7OYSO9hGJK/GmMIGMfQlS1J206nnzP/HkamzYVD2N0nPdhiqhUqTVTNBAZcMJ9plPrxNWwYsXuxCNB1GQn4W168uRkdSJonZIjwDFi7B2XYUo4pTQIyHMa3qNnGdVVa7wCvABpMv6DVXCXXD2dCf8/hDy8p2yLL29slzrZP4D98eEx+KSdPdrxjWDk8qM4YfyimwpsezrHZeBztJIJhCSU2E+cm60Dz9tPoUCsx1NnmHxELRMDGMsHJwGBkjXWqy5s40zXnv+BF762RHULy/BH/zJo6JoG8904b03zqH5Yi9GR/xyr4lqq+vysW13A2qXXFuNwRfz7/7H62IdzBQ2FPrXf/oJFM6zB0UKjBw/1IzTR1rRzhdwxIdYNAG9QSPnQjdeTX2BnEtxWdZNE0kRjL723Am89POjiISjWLa6HJ/9+laZoOY6t2B8HLFkFBaNG5FEQEhMPNEBKX3SqvSIJcJQq3RCtCINiTIMiss8EkXXqAflWa5pWd3pMhEMo2l8FHa3AfU5BbjQM4DmsVGstJugmWeoJRSNonOEx3FOdtubv7gcZrjsJvSGWHWjSE/fuLAirlleNqurcqFu6uut85smvAUb11bhvUNX5B6nhNUk//TjA/jKZzZJrshC7hXHKPNN2BGxpipXnuntutd892yTwJRKjB4jGlYDPWN47bljCPgY7smQuYNehZTQsqZBwd8IRmgJS2+VUR9qlxQviBmWgIMlw+1NA9DqNRjq84hyvRU2x9qlRdjQXYvXnzsmeoxhgVUbq2Q+ZDjgZ//0Pvq7xySUwPksVWHxwFOr8faLJ/HDv3tHmqlte3CpAN3r3e+B3jF0tgzip//4nnjhCEQys22IxwhsNNAZtHKv2KeG4VWCCxKdLVRuGQywDnM4fB4mlxvb7i9DMEYqxyzpbEd+5iS8GA33wazNgdntxzNfrJHtwokeZMSobJU4vcVqw6c/txGRhA8TkW74olal773Ji83bS7B0c4YwN1m1+TJhmjV2PPLpYugnxwQ9EiQwSpdHH1857W8yAPIzU6gYCBz4mUs4KOsWF8hnviK171qNcCykeBZuRk4N92BlViF2F9Xgz8/ukxitS2/C5fEhfNhCpTsy5MVA37i8oCcON+Nn3zmAwb5xpWROpUJiMkmsu2MY9cuLZwUDvJ82h1GqSojW6ZFJvfB8ufiyzlf6usfwk3/ahwN7GsUTQwSeyjwfG42hu2ME50524J1Xz+DeB5bgG3+0W8InC752XxhvvngSP/qH92SCWb62HJ/6rS1iGc0tSXgi/Ygkg9BlGNETPCcsZKGED77osACEoXALLJosRBJ+JJJxlFpWCyCghccEsLnmCZLMHGzqQCASQUW2C1qNSkDDu40taCjKmxVARONxXO4bQoHTDudkgpgcx6gAkIUK6aapQHqlBFcRkiF972eHBFg01BVAp73WA5IKtxGsEzQviOt/FrkavlMqD6b/poQnUr1Bft1BBUNDn31qHf73t/egb/K+8/pPn+/Cf/5frwnt9bpV5VLOy/yC1DVzHb5XLHsNhiJCbEUvzrnGHpxt7BYQ9z/+wxMCBm6X0Cpnwisl/bZTOXtGA/jUV+8Ro4+KLl1E2adVNFM4TphLMDLokTlmZuXYXHLhdCcOvXsRX/+j3cjKc+DA2+dxZN/Ne5WTyaQkPO9+chU2bK8Vg4beCHpL6A0oqcyRsMjBdxolhs+ExlRZO0MXn/vmvVI18NavTuKX3z2Ab/6bh6bar/NS6XFMF+Y2VNbl4zP0mE8aspw/af1zg1TTy1sd17cMBqIJvyjncHwcnkg7ArFh5BiXwR8bhFtfg4HgaaGVDMZHRNEnElFo1WYhX4gnIwjEhoRVKt+0Wvbnjw6iL3AMVm2h7JPuVLu2GLFkSLaJJgKIJLxCYjEQPAOzJgcF5rX4v1nIvseufMwXoMQSCfQH2Ljl5rPCOTCj8V6oMozQqBdOicxEnLdfPo3Xnz8hL+4DT6xCYYlbXmyGEdqaBiSZprp+dvDEl/qbf/yAKG8q2QlPAN/+szdx/lTHgs6DIOJXP/0Ae18/Jy/I2i3VWL62Au4sJTmILwzjlOQv4L90S9NNdzMg6Fc/O4Lnf3gI4WBE0P83/vB+sWCu/xJmQK+2IBoLwR8fxXikFy49wRFJg2KIJkPS8IQ11uQzJzMZl9MrsP9yG8KxOHY2VCEQjuL9y23y7AkCttVW4Er/MN672IpsmxkV2W4UuuwocNqEPIbCdc929qGxdxBOkxGbF5XifPcAXjh+ARU5bqyvLEZ1bqYACn84gvsbFNfkxd4hnOvqg8tiwobKEpzu7IUvHBGymmUl+ajJy5pWYbJlfTWOn+nARBoB2MXLffgvf/ka1q4oEypkkihxwmKlBL1/VERcn/kNjHUTUNxIyGvR3DoID7lGwlEJB1GpMaM+GIwKg+TEREhCJunCHhAEJwydMCOfH+ZXMF6tfGcTKS3y85womsxX+jgLx/nqZSX4wjPr8ffff19p/jYJeggOvvPTg0JzzbABgQPzrsgtwnvP++bxBIWboG/QI9tyLpiiOV6gQUnFNdAzLtYrW6p3tg3CaNbN6SlLCd/BoJ/rD2FsyCsJhoyxX084t6zeVI1ffu8AXv75EeTkOWTuYH4APX9D/eOSQ0CvI5NSGTKg+13xFifR0zEiRgq9h6nrZMiPhkxX65Bs13qlH5FIFNm5jjnBBu8XkxGZE8FkxIkxtojPmEp65rWtvacGP/w/74hbn4qcwtyXva+eFmueYRVa+Iolr+yXAIMe9RMHm5SOg9k2lFZkY909i/D9v34H+986L8mUnNOYc5Pepv12yC2DAT25oaFCLBGCRZsvStqodkGdoYdR7YRFoyxjlJTr6DRW2UanMkOrMsMX7RVrP9UmmMud+krZh15tFRBg0eXDE26X9rncDz0EsUQAGpVRmkr8OkgsoSQc0kW8UAS3IrMQf994GIFYVEDAL1vP4NRwL75QPXsJTTIZRzjWgUi8DxqVE0ZtFeIJP0LRK8jI0MCgrUE8MY5h37PQawph0i2FQVc9Z3/22WSo34NXfnEMRaWZ+Pw3t6OyJk9QKy+NlhnBAhU9Y8TX85po7RrY7CZZz2xduLVObwJjkcxVWLKyFN/81w9IYlEqT0FATyQucUdSV+fmTw/9zC7MK7j6F70Vb714Cs/94KCAgrWbq/HF39khE9B8GkbZtbkwaRwCemvt9wrTGcc7vQAcDw5dvixLUcMSECQzMpDvtOHNc02i+H3hMPZdbsPnNizHkZYuse7Ls10oy3KgPNuN0kzntZwEQsqVhEGrwQctnbJ+kcuOLJsZK0sLUJLpEFIaAohXT1/C9roKeENhvNvYjB2LK3G2qx8nO3pwrLV7Cmy8f6lNwhZ6rWbq+lYuLcH6VRV46z2l18PkoTE84sNre85JPk2qLwPHBq1TWumMuTLnYMs8OdR7+z3463/eK+WUtAwFGMWV/fHvufQYk5kPHGme+puWKid6ek44TpjwqtNq8OB9DeJm/3UQWprbN9cIEPr5i8enPASpe0zuiaNjCtmbMiwUz8CtiMVqlGS3dBc93y3Gualk6SHju0jFznwAurKr6vKnlCpzDmqXFovX7p77GyTMdvzAFQkHPvDkakmi47qMwTMJMTWcC0oyYXcp4J6soHxHThxukqQ9V6YVNUuL5P2ntU+l7sq04MzhJnS3D+HRT68Xg4TxdiYw0hO5dfcSceHT08B5bM9LpzA67INRr8GBt86jqCILDz29Fvo5wACPT4Xe0z6Mlot9khfxyKfWibtfud8ZKF+UKwCB94s5RRRhDWV1wakOAV9MCLz3oaUwm5XQLr1jLM8kCdKx/VfkWhnSZDLgp76+VUofjx1oEiCxZssimW95fxl+4b3nPeB5sUKBwOKOgwGhTiUSJ42u2yIc0fnm9PpSpU0ubX9Krmn5tG1TN4tCK9+mK5ZPSiScoFXi4OkFSlbN1Rpal16ZPGzaW2tSwrg/EyANhpuzsHk9/rgPIWH2s2Ei5oFJbZLuV+FECHqVAVoV952EP+aHNkMLo8aIiQjXsyCajAhIcOmur1TqXbn4as1avNRxAU69Eb3+CXy5Zg3WZM3OjBhLjGE08Cto1dnI0JA8KYYR/7OcQhBLjMAU74dJV49YYgi6JO/1womVmMHLhJ2v/sEuyQ1IP39OrlTw/NxpYdIcrUKKhB0kkefqS6zEKpmha5XPfIQvbWrCI6ghEPjRt9+Tcb9+aw2+/oe7Jier+YEntUoLNZRcFuYIzBQNZgFBDAWZTdCmWnkzl8JiwuLCHHSOjMMficBhMsonx2aZcvmniycYwqGmDiwvUSyTSCwOu9MIm9EgXPXclkKyGYICCsEApTo3CyO+AAa9flGaS4pzodNoBCAw1JACAxSyHH750xtFMR071Sb/poSvPMmE+LlVIYAgb4NnYjovyEKFICSeiEvoIB0g+AMKD/6vgwh/i16LR+9fisqybPzkuSPCYMnKkpmSYgm9npDnwu00X5f3hC7uz39rx/TtDFo89aVry54pfEeWplF65xe58eXf3zn192e+sX3W7R7+5HRPL5V3Sqj4Vm+ulk/KMzEx4sNIzwg2b6+B7anV6LrUi+Nvn8WKe+uF54WybnM1lq8sgdaghd1thWfYC+/whLDhfuF3dqD7Sh+OvXkay7c3oKAqV97/ESblhmOwuS0wmPXwjfkR8CqlrXn5DjzzpU2wua2IRWII+cNTcwZ/p/FBZb1m86Kp5QRw939i1XWfKZMC+ZkpDLXOFm595iv3yL/rt11t3vWpr2798DwDLRe6cfD1s/js798Pk9Uwb4ty5uSpyTDAoSuV3IJZ10/f7yyHuNUYCZP72EDoZtnYEkigN0hSHz0CcR/a/C3I0ucIGAjFg7LcqXNNDRCW7xEAdAe7UGIqxWXvRaFTXu1aB23G3ICEHAHLMgtQ48xGNMEGP6S51F7TYvPq+mYYtdWIxHqRSPqQSAbhD5+CSbdEflNnWKBV50GvKYFJvwJG3dWBtBBZua4SJeUfLTkQs2jpVaBbsPFsN/a9eR6bd9TdUu05X1q6FhnPfvul03j2uwekLfb6e2rwxd+5d0FA4GZlPBDE4eZOtAyO4mhrF0qznErp5dRxM2bd5lBTJ1qGRnG0pQuVOW4EIlEMef0CBKjwCC7Meq3kFTBMkGu3CGDgcehxaCjMFc7654+fl+02Vpega2T8ukyIPC+6o3/nK1vx5t4s7Nl3CZ09I9d02JtNzEYd9LqFt4m+K5iyJpkw+K++tRPvH27CoWMtuHCpd1ZQcO1zUxJAS4szsWJJsYQe7iQnxZ0Q76gPb3znXfmeX5mLlfctwcUjTTi77wISsTjMbOg1NIH9zx2BK9eB7OJMLN9ej9N7z2Ooe1RA0v1f2o5LR5pw5r1GxKNxmG3r4Z8IyN9U9Fa3BWvuX4b3fn5YQoRdl3qw+yvb0Xj4Ch755i75u/NiD7Y+swGhWFTmosPvNoq1Xlb14feTuVm5KTBQuigfrmwb9DfhikgXukrn25RiNvng7fMorytA9k0SA7GqIL2yoKd9CP2dI1i2oUpcVvMRi8YKm9YhngCDygibxi7egpHwMBxGJwZCfXDrMgU4+CJe5BnykaOn29gCs8YsgJ2u4pnyz5eO4IOBzqmXluWFdPnq1BrEEopFsym3DF+tnZ40SWEoRafOZ7Qa3tAHAgKMuhoYddXQqNzQaQoEgKkyTAhFL0OjssmyhUrtkkIlQ/gjFNJ27nhoqbyATGz8h794UxIFWZPM5MW8Qudk+GL+ypucEXRX7n39rCQLMpa4aUcdvv4H90sc8nr7YjyfVTOsv6dLMEW1Ox8hfSw1qIARjQZLinJR4rTDbjIi12bBpzcsk/U2VJWIcqbFfl99FYyTyjS1zaK8LKGTZTjgcxtXSD4AwwLZNouEDB5aVosBjxcus1Gs/frCXFTlZsKs08FhNuCJ1fXo9/iEoz7fYUWOzSqeB142f0sd71pAYMdnnliHHVtqhVKZtLnMcmf3RZbj8rpYAeR2WpCbZUNRoUvKIPMn+TduJCRa+q//7+PX0J7fDuETSpE/zRQSRf35f3xKnm1KSgrnjomXl2bhz/7jk1NJsLzuwry556hl9YXT1mdIZSG5CxxfZLh8/MHlcu97+sakS2VL2zAGhjxy/zm2aP0zV0Luf44NJYVuFOY7BRBYLUpX2V834TytkYx6HQoqcmEw6bHknjqMDXrwwG/dC4vTjOHeUVlOxc1rpFeAH36/cOgKdnxmi2zD9biN0WrA3j8/hO4rvXBk2+Hz+DHa74F3zI/6jYtkrJc1FGOoawTn9l/CSO8IShcXy3n09QzhxR8fhsVuxBNf2HhT7vpfCzBAl0xgslbTmlZ+wnI9Iia69VnSwFKHUCAiLiSWcjDzmvFhJmtIm0WzARqdkmHMfYb8EbHC6E5h8gUfsDABTmaG8yWJhKLK7xY9YpG4EEi88/xxudk8htSRS/tkyLkwHkXhcr1RJ8tTrhxOTIwx6g06IdHgOXPCP3OoCT2tQyiuyhUlZ7YpnAlziQoq5BkmGfnUZqxxbZj6za5xwKFzolK1aM7t623K5D6brMkuRpFFIe9gWGBvbzPuK6xGlsEMTySEvX0tyDXN7faOJUYRT07AZX4UGpULmZbPwBc+JrkE9Apw+rMbd8AXPiq5BQsFA1SYqQzYj1KkC+auelH4v/zBQbQ3D0rlABMRWda0ZFWpuPaXriyD3TU9hDCnZGTg5AfNeOvF05IEyWoT1v2meBXmEo5ZNqdqbRvCiuWlQrqVm2MXtzld3OzjwIQtAgW+QxzXDFWxaRUTjZhYR+udy3jcQocdSW8MxqRaFLBJz3GchDqhvIsxTRzJcAIaXYZQakdjCWSbzOjqHkFulgtBXwQWtRZuh1ES9lLtm6nY08MK9CCkC0FFKoRAyXNcHWe5doUmmYCH58LktPR7wnGRn+uQD5suzUfmC9QI3D8sMqV0oTt+PgmOKeHzramc//psPsTPrQoBInMwGLaprb4xf0lKfp2rK6hrNj66Gj3N/XjrB/vwuX/3pLyvUSZKjkzAYGFL3wwBBSl3fU9TH3yjPmx5aj1az3WK3lJNcuMQJNDItWdZkV3UgBU7GkRXMLzAf9vOdWLZtsUwmg2oXVeFPT/aL9tt+6SSa0IypH/1n5/4tby3CwIDVM5v//IYzh1pgTPTgi//m4dhthox2DOK5/5xryjdkX4P6laV4cKxNlQ1FGLrIyvw7P/Zg9wiNzrZp33cj+WbFmHn02sllnuJJV8vHBfURfS24f4GrN6quK1f/dFBedgTY350twzKPj7x1a1ov9yH/a+exsVT7RLHtTqMWLF5EbY8tFyIF1745/fkPPiQcosz8fhXlPIVnofFYUIvWx9PBFFYlo2HPr9JzuP1nx7GkT3nJTt1dGgCDiLtr9xzXa/D9R50liFHwMLNDoYGV558KD9rPoV1OSX4TOUKKQOjh4DsgW0TdHNdK2qVWRR9umjVWXCapncQ02ny4dI8dlPnp7ARfjzKtAjcNm6rQXl1Dg6/dwlH9zeh+VKfJAUxbHDyg1bprvaJz64XfoQbkRmxlvnVXx6fpMNVCdh98adHUFWTJ9m817vmQDAq3RmpQAYGJ6RJV+OlXqkJrijPxpXmAbHC2LKYAIFKk4q6ujJXOnJS6F0/fbYLZSWZAkbTE7+4TUvroIA5rVaFtvZh6f/AeDctWCbr9fV7kJ1lR1u7UnrK1tPMHl+x9NZybFJCoH1g/2V0dY3gM5/deA1vx82OCcnBEcNBPY0v5K4sTD4O7+SHJdRJR984Db8ngPpNNdCRe0avQW5pFvY/fxTbntkAq8uCvPKr7YzzK3Jw6WgzTr93AdUry2Ew6sWgzC/PxYEXjmDr0xuw7sEVOPzSCbzx3b0oqy9GYXUeYmzt7Avh6OunYLIZkVeWI+91fnmO5BT8ut/3BYEBWt73f3IdXDk27H3hxFQ9L7MYO5sG8OgXt+Do3kZcPt2BHU+swis/PIj6NRWSdcl1P/FbW+EZ9eFH/+sNFJRmoqgqF7/4+3ewZEMVVm2pQfuVPrz4vf3IzneKdT466JH9Pv6VrQIqaN7zHCrrC8UN09U8gMe+vAWl1bmC5oj8qPTXbF8sRBf0SDz7t2/j9KErWL21DkO94wJIPv27O2WS/8Gfvy4AgNd07+OrEA5G4Z8ICuDgfiy3kADHLoHpQivw/LE2vP/aGbkHReXZuOfBpXKdN3LP+aIRjIeDUl5ogFaohNlvgJ+7Mnm/NWrJSn7y8xux85HlaLrYJ41ujrx/Gb3dYzi6/4qwgX3ut7dh++4l1+2VwPFMgPHJp5Ry15eePSqkKP/0v9+W5EGi/zkrB2xGccVyvFO5j7G9LJkYjTpJfKMXwGLRiyVIOl2eR2Sy46DUfku5XQxeX1Dc0oz90otQMFkFkarCGBqekFI4jh0y/bHMjus6HCYBIlIuNpk0RsVKCtuZDcNuVuiFWbW6HF1do5NlaUk5PnuJEIw4nWb4fIoHkR4/JmnJ9Y8HZD1JjnRZpp0P98F79f6+yygtzZRup3a7UcrgmK9BDwSBFb/TAGCtPH/nsyKwklp68h646OrPwJkPmvGr7x2Y2j9/X7OtFvd/SM102BaY3hyGZeYDrs4cbsGBN8+J57WsJg/3fWIVMvPm12tgPkJP6gvf3Y+Wxt55b/P017aidkUpIok4dGq1UgNPVs+0/jMpUcabIvyd60nLdSmAV5bd8BzHA3jvldNoPNmuMMOuLsPm3Utlrp9LbC4LHv3mrmuW7/ritml/Fy26yvPiynPiyT946Jptdn5BScZLyYNfu2pQHX/rDLJLsrDqvqU4/MoJjPWPi4daKhy2LZ7icUgmg0giCrVqeugrkaQnLQi1SvH23owkkiEkkxGoMq7vofxQwIC0VTXrpUZ8plBxVtQXSNydL2hZjVJSEo1ERfEyDl9SnSuTZE6hC22X+yXGQgt9ywPL4M61w5llxeG3z6OlsQeFFdni2q9eWoz6NeXidUgJyydoufNfu8sM12TzFz4MrsdzbL/cC8+oXyaO0YGr/b/pQahsKBL3dl6xG6ODE6JIWBnB0hciPeZDcN+3S8R93D6Mf/gvL6P9Sr/idtJp5Pvv/5cnpWzmesLuhH9xbh/+++m9yDNZMRoO4OxoH75QrSiruzJDITvNWLm+Ag0rSrD9gSXCGMg8goHecbz6i2NYvqZcyp7mEgLBJz+3Afc/vkLKClkiSUBw+lgrfvH9g/jaH+ySd2C2FzIrU3GpU0lvXM/cE5WY+lxVaFZLsyZbOSvli9xHQb5TPAAOu0nc/3xvigvJwKaeavqTOhaVWnVlDirZA0SjNCHievmTfPDcz+pVZfIbPQI8yFzshbdLqPDf2dMoipq17Bs3VuODw81TMXAqfvYwIa04lzGUQo9CehMwhup6WAN+ukNafvN6i4pd2Psuk2yTMqfs3NWAIx80Y3jYJ7kHdXUFOHWqQ8IryWRCgMgjj66Q+zjc58HRvRen9s/nkHuD2vfbKa+euISVFQWoLbhqkc41N1w60ylzQ2+HYjQdfe+i1Mt//vd3iuf1dghLAC+f6cTJA03z3ubex1ZIgnPj4CAKbTa4TCaMBoLINJuuVoalroNsmKGQtEQ2abWy3kQ4BKfRKGGnCCtQNBoYZjBcplN0733pJL7752+IUUbh8+N+dz+z9iO3uiuXlWK0bxyn3j2Houo8FFTl4eSec1hx3xJkFV1lSg1FziAa74Hd/OS07RMJH6KxLhj1c4eG0yWZjCIWH4ZGzW6vCmhOJDyIJ8ag07Ca7tZIumaT26bx+LKl6kR10slMmew4ZvgYU8pcyrZ0GsSiMcnU5ENm/oD8lsriZmnSJMykha+eJ/Ukj3Xg9TPY9/IpAR9U8DxuOiOZ0qlKGYQqjcKWNyV3arwlgUunO9AxCQQoDGGcPtQstJw3AgNL3fn4f5Ztx7s9zej2e4R98A+XbMUy91W0K+xiiaTEnD/qF+fjILwHVOqs/f38b28THnK2R2653C886NcDA/QwsWySFrBQYn95s9QjH3inEXvfOIfcQhce//Ra6aI2U1IeB445NkNhRnH680gPUVAxkomMfOXka+BxPeMhaWTC7Wa631PXRaU383jpng56BmYuu5PCXh6Dgx58/gubcepkOy5d6hMFTXpwAoG33jwnVj9Bw6JFeXL+mZnTxzzffdKFV1fnSpfSoiI3Tp5ox/HjbaiqyhFARpAg+6jJw6pVZeJlOX++W36nB4GAgE2OCAZuSL/rC8IXCsMfiqAo0yGlkj2jHqm6YNklEzD7x72YmOwOWOC2IRyNY9DjE4u/yG0XQihPIARvMAyzQYs8hw0D414haKJnYD4smpyzTh9sngICFALQI+824uHPbrhtYOBmJTV2PaGQKPSW0VHUIgtn+wckcz7HYkGh3Y4hv18AQLnLhUv+YbSNjcJtMqFjfByLMjNxvKcXRq0G2WYLsswmDPr9aMjJgXpy/5wXD751Xtz+KWEe16G3zos356Oe0xzZ9ms8B7u+uBWJRBDReAvikTi0miLxCsTi/QhFLkCjdkOtykY8MYxYfHDKW5BgSXmsU7wFWk0BVBn2yXX6kZGhg1ZTjHDkAvyhfTAZNsGgZbm+WoAA16WiiseVELFa7UIsPjQJGNSIxjrlu1bDJGP9nQMDyRRhSFThdaabhJb0jYTbXDnbicWryyQmP9QzhmUbKpFd6BILuelsl+QZ9HeNYKB7FFsfXZHWwnb2QcDtBI2O+SUcQCDC+vazh5uxaFkxdjy5Gp4RH9594cS07eYaVORzZkJh38SIMGnxO3MJ5kt5eT2hZeP3hq+ZHJjImOq4dT2JJxOosmVO5RDMNrkxW3hg3IdMm0mOR/ecNOlRqyfJWRLiquMyTni0HHuGPchzWSddehALUgAFXV64Ci76x7zIc7Hi4Paj0dtBQcuJhIp0rmdLhc5kwqntFnAM7pMNsr70uzskB4F9GMhCaLHqsfvxlXN6kPhePP/jw/j6H94/ZxIqz3140CsUx1/7/V2SkMlWp6+/cAKb7q0TD8bHUZhDwXAGxy+Vr4CTJDA44BGlL4x3k4mQChUuJE+C+QC0/pcvL5n1nvBec/2xsQDcbivMZh1qavKw6/4lsg+GHxov9EhYJBUWILjid4YceD7zqWfkuH7t5CWpsiCxk8NixInWblzpG1a8ixoNti6uwGunLgkd9IWuAXxj5zpR9Bd7BtE76sWja+oQCEXwxukrWFqahxy7RZ7n80fOozzHhb7RCXmvbiQcu1R6MymUqRRna+J1s8IE1bXb6sSjypAB5zifJyjHpteFfBqsqZ91bkkkEIkn4DZp4Y9G0T42DpfJiPMDEwhxLlGrMRYMwqDRYMDnxXgohBKnU2iymeMUisXgZkWMxSoVKntaWtCQnTPtfWVIibphpnAZx9vHsZtpMhmHL/gGYolBZECHjMgJaNR5iESboVFnwRtsh9PyZSF4C4aPIRprR5bjTxAIvYdw9KKM1QyVHlbjw/D4fw6NOgdqFfuD5CIa60Yk1gpttBA6DYmWtAiEGPbKgMPyOYRjTQhHGmE3PwOP/1mYDVvkGAwjxMklY9gMk37zFJnfbQcDQ31jOPzWeTRf6EZfxzBe/fFBlFbnoXiSeWnumwa0XezF9//sNYwP+8RiZy4BLeJ199XjtZ8cxpF3LmB8xCf5AJWLSbpwfSRIfgOGHV7+wQEce+8Slq2vxPLNiwRUvPfSSfgn+IIllM5181DonFAq6gpw6M2zktOQle/EfU+ukdDFrYpMjE6TKKxUVz8Ka+Etths3FjrQ3wZ/NIJHShfPuQ6tk6buIURynGjuG5G7ZzHqUZhpR/ewB+O+oNSYO60mAQ1Ly/Lw/rlWrKoqRPvgmJRr2UwGBMPRSWY25f47LUY0dgxgy5JyFGXdfLzrTgkpRpkXwARB9vlmfDr9eXNCZWXBicMt8jdLDclCtlDhdp/52j349p+9gY7WITz3w0NCorJqQ6X8Lu25h7zoaB0URUePBCe4S+e6Jemvuq5A1mFiI2lJS8uzhG60ujYfH7x/lSedbXqLy7OmYqzctvVyvyQzkvSFira7c0QsZX4nWxsndB6Xy8iwSCpYNmvyToRQVOKeaimbOk96RhjO42TM3xZamst8hlOnlLju6VMd4gFgDsH+/VckH2L1mkJRcnTlU1mzmyfBA+cBAoLDh5thtRqkEVi6MCGSrv+zZ7vkuvm9r8+Dve82SnOvzVtqkJfnmHp+BGJsd07QQSDAMTybt2Y2oZJaXpaP1RVFouyebTuDYCQGp1npCRGOMcEzIVUVNQXZUn1xrLlLfpsIhoSamWW+9CLsXq6Um/H3LJsFD66oRcfQ+LysWc47DHWmElVTwrmRTHO3Sxg63fnUamx7ZLnC/hhPyPHooaXC/dFfvS3z6EyWQno/vGGlcmQkoBZDwmbQo2fCi2g8AbtVjz6vF5kmE8aCIdgNetgMBowGArJsyB+AVxdGntWKAZ8PlQY39Gq1hBrS7w6fJb3AM8WVbb3lvhXzEa8nIGFbCimGGVK6kd5IJkOIxJphNT0mZdoe/0+hyjBDr6uFzfQ4Rib+BrH4AAy6eimh9/i5/6go7UQyALXKBRU0iMV7kZGhlm0yxJpXwaBrQDTeBYtpN9QqxYtp0C1DONoo3wkQAqHDCEXOyvpqVSYC4UPQa+tFrZNobqHc0gsCA6zlLCzPRkFZFu55SGEWZKckNn/45Ld2SKx2E9miknTvm/Dp39sp/aOpBLc/vkpAAIkgmDTH73xZmLzXsLYCY0MTMNtMKKrIloFLpVlYkSO/zdaSky/RJ3/nPnRc7pe8hDx2uMsA1t67GMWcICdCkofQ3Too58h9PvWN7fI9Rdu4+5PrpzwQwv60rBhf//ePC9cAB6Zpkh6XuQecPKtJxXkTA5P7rl9djvrVZWg80S5Kgkx5Ox5fibx5kHw0eYagU2lu2L8gFIlh1BtAtt0Cj5+lZnFR+CXZTuG2p9fAbGDYJCFWS7bDApfNhNb+UfEUtPWPwmU1QqPRCc1rRb4b3cPjyHZakWkzzysJaD7CSai7cxiesYBYQKT4Jd82Y/oUenref+sC8ov6pNSUkyJd9uwDwDbQ6ZPsyNAE/vmv9oiCYGewzGyreAForZKGlpzpbU2DUiFgd5hw/+MrhQZ0ocLKCXYoJOnQ3/zXV9HfM47v/PUeON1maWM6PuYXC7+0IgcWmzJGeF3snjjY7xGFTUDA71x25UI3PvnlLdc9JidgUqhePNct9+HMiTYhenrt+eOSBHnsYBPu06lx5kS7sD22XO4TFzO7f1461yX37cyxVjzzpc1CzpQKT7393DE898/vyzv0xFe24MkFMpaxU+jjj09nUlu6rFg+KWGL8ZRs3VaLw4eaUVaWifqGQhw80CSgYLZ7zHbi/KRvmy7pzcQIhghEZsq00N8cwjnFoFVajWugklAB36GG4lx5Fyx6nQAChgGWleaJ5+1y7xAeXb0YvaNswqbkgZj02qn5iV4EgoQrfUOy3Xzof+mRXLO9Fsfev4Tm8z2ipBnKfOBT6yR36bYyFhp1U41uZgqNnlRYN10Y/7+34uo9rsp0y3XR9X+m34gqt1vWkbDwdVohc1mZ04lOjwflTpeEF6azlqqw4xMr0Xa5DxOjfrkvDMdJvsCHwH9weM8F/NN/e1W+73xiFT73+7vmpCNOCV36VOiR6BWoVCy1N0KlMiEW6RHLn2Dh2oRBUnMrRHsG/QrZh1BFJ4IIRy9BpbJKmIDLmXAYibVBr6lGEjEBFvH4iIQc6D3QavLgDb4Ks2GbhAt02iqY9OsFPPB3goQ7BgY4SFfeo3QdnCkVYs1Dyv9SUllfJB2mKEaLQRTiTKFSLl2UJx+kD6YMYNtjK5XBm6FYSAQZdF9Lm9UMNoTQiwIngqOi6modlBj8ciENUrpEZeU7RIHzbx7j9OFmcYkVV+YIsEm55/gSctAxGbG7bUjAhYQipIJBh3L2CZ/sPJVyTUt5nTpD4UXnubEGfA6Smaw8O3773z2GE/svi3uupDpHznM+pBSFZgfavaPSuphshOl7T71Q4WhMab6i18FtNcFuNsikxsmqqiALhp4h8RTwb7fNLDHSslwXPL4QyvOUFrnluS74ghFYjDq5xy6rScIEtJhGJgIw3qZyL9bE/8WfvCjWbFJ4dpTM4xQ9LBsdPfvd/ZOli8o18vP7/+4RbNk53TvCRD4qd1q7bEbU1MgJVmGv5JOVZzI5sTz2ybXY8fCym7Y0+KxXb6rCY59eh5/+8/tisf/4H/bhq/9yJyIRpVseExdZicAwgdVmlLamTY290sGxtWlAABDHR//g1aTWuYRjsq15AD5vUDxI9ETwGGy+snJ9Jbrah8X65/7oleDx2CzqzPE2uYf0PM1sZkLwde5oq2Ru872h50SZvCVNcWq9+cZoZ0786ftK30dNbR6OHW0Vq595A+ntv6+nNGcqlOv9Pl/hXFFbkIUsu2KJchc7GipxpKkLx5q7UV2QKfkEfH+YQLfvQivuX7YIW+rKcalnEPVFuShyK5N8+rtemu0SMHGldxjrqooldDAfKavOw+/8ySdw8uAVeT6ViwuwfGOVhCk/jpK65/WTMf/pz376OqkmSFPJsjYbCqxUVtcqqg07Fsv73HKhR+ZRGk/VDUWz7vd2Cvd/7ojyTlAkb2FefRw0sJoeQiB0ELG4D1bTg+IBYB4BcwbMxm2ilGeev9W4G/7wQQRCh6DX1cGoWw6z8V6Eo+ehUtmhVedLyICeACYkatU5koDInIEMlUnCBxp1Nkz6jZNehCVCMGc3PY1A+DBnDpgN90KFhXn8PpajjdYLs17PHW3BJ3/7XrHqf/737wqgIGrcdH8DrE4T3n3xpCji2uUlotzf+sVRAQN9nSPY/shySfp665fHsHFnPepWlgrqfO2nhwUFN6ypQHlNnkyMuz+5DvtfO4vsAgd62oaw79UzaL7Qg60PLUNmngN7nj8ug3n3M+sElBx6+zz6u0YFua+/tw5vPXdcXlx2r1q7vQ6LlhRdg2Y5CIors+WzUKm0Z2JfXwv+9sJBVNoyxYKh5BitUmnAfWc5LNjquHbyYZiAsrLqKt91yt1/dTK8dsJNLXPb0jKHyTKX75AsfXp7aKXfjAgj22TC3EJktpAKm3j8p7/8NFou9YtlPDQwIRY5FSmfSVaOXXonkNe7oMR1XSDALmj1y0qk5piem5mSKutjrgAtcJYu0jV/+mibdDHkbSLhkXVSCUvOxmQuA/Nt+rpHJz0bvAdqSYbrahsWT0Fn+xDKq3Ili5zXwO0YLmBiIbevri2ATs/WzsmpOLmMMRL/WAwY7BtAVW0+HC6zlFjy+vk3PSTpXRoHe8fR3Zre+jqJkXArYskoXLpiRJNBGNUO4e4XEAaVdB1NdVOkO5P8GbFkRJb5Y6MwTjYrYwyVvw8ELyPbUAXNFMV2ElprADt20VugAD+W3sYSYWliFkkok7BOZYQ/NgazxinLuE92clRAShLhhI8OUWnqFIiPw6xxibKWZyNdIAmWbwxY+VyWlOZNzwsxG7Fr2VWSpP0X24TBkcr9aFOXGCGbakqv2VeB+2oJGcsI71m88DwPGioVdfny+XWS1DyUEoYbwqEInG7rFK7kO9HZ1A+r0yxhsZnbpAuTvddsrZVPutCTOzLggTvHPuucQYDM4y6UaTQlBAFtl/sWvJ0kv6tzYDN/YtpyWvZT55Zkhc0l8RRQgfPG0Iq3mR6eto1Rv1o+6WIxXu3jwOIBnbZyxnEKYdc8NfW3Tlsun5uVOw4G2Onq8S9vEdf9fIWW1YpN1ZKBz0mNkweV/Ke+tUMU/ZVzXahZViwJL/Q2lFTliGJetrFaSgV3Prl6qtyRv5H5kFYmcwLqVpahflWZuPxbG3swMjgh+x8f8QqREqsQOGE++Kn1cExmPPNcmNVK1zp5Cga6x/DU17YJ+Lh8pguDPWOS+UsldOlUB8pr824rTS/JhdiToGViRD4pWeLKEzAwH5nvSzLbeunL2KqYn1sRKss/+k+P39I+UudFZcf4PD/3YX5lO3MJSwn5uZEw0e+zX98qn5RwDN338DJpgUqrnF4EljVy3NFaZziBnqwrjT2ivHm+iXhSYpWrN1SKNcJJT9o+1+aJ1c4wx4q1FfIODQ96kJPvFDC2bovCarlyXYWACvZTZ48IhkyO7L+Ce3bWw2zRS3IiOzimHLhSxna6ExOTFhCFCnQw1Iwc4yIBAhPRfsSTMQyH20Q527Q5otwdukL4YgxXmaGjKzQRQqahAp5ID3QGg7RhHgheQYlltXQaJXAAFDBARToe6YFWZZBjxZJhZOrLMRbplH9Hw53iNs0xVsl6BrUF/cHLcnyCAc1kc6excCeMGidcuiJ4oj2yfDTcLlUETJQKxb3IMlTAolo44J4pK8pI2Z2BIY8fG2tKUZH70XD2p7xmKe/Yx1mYzE3jiiXbNKzaLvWhbFGegF4mjfPsr5zrhjvHBp8nIJ5XV5YN/d2jsg2Tx/mOlNfly29SccX8ErtJ5l0C9ILyLOGLodeL6xAk0GA7f6xVvCkMuy4k6Zv3lrkCw/1Xuz7eVkkyeXtIEgPpzv84yx0HA0R7ZBy8VSHqo0VPZS/tH3Md2Prwcpw90oIOkg99YZMg/vQEvdmEAzJVAcHSQlZEsJSRA5mxdIUiOTllccy6j8mySf6Pg0m64mXbEO8bn3RNL+zaArEgwonpjUXYhMiqYZxeha35FcJAOFO086HWvSsfinBM5BU45ZOS2gYl9s0chlQ1A5sdpcvytRXXAA22JU2XxWmxeApzcygl5dmYmCy3o/eMnQFZjkjPQd3S6dukcjVaL/YIOE6JKkMNo8YOk1qxxieiA5LUxMZZiWRUQMFQuAU6NVuOGxBPRuCPBWFQW6UHhj8+ClPMBU+0F8PhVuSbFiMY8yCc8Isil/cpGYc/NgJzzI14MgxNhla8Dd7oEMxqt6zHdfjxxYYRSRQLEOC50RvAfZs1ynr0DKS2NandAgCEXikZh1HjQDQRQvI2vBbMrdlUe60n4MMW6YBHdlaLYVYDwzceEIr2+fZSSReyvtJgup0xeSZDkritL5aQklnOzVm5DoRiSm4Q84HITltUmY3RIS+G+sZRXlsg1Q39k2Agv0wJ0XK8koSJuS+cY+kNJg8NkysJCNix1DR5X6gf6DlY6LVwriexnddzZwjcVCqjhAt+HeRjGSYgEdGhN8+Jxb3v1dNYu61W0CSVPWPsVodJEOGRdy+K257ok1JYniUJeq/8+JBkzdJqZ1JOV8sgbA4zKhYXoIzZ2+80ykBcQqvLbsQL3zsgkxZreok4GYN+7acfYMsDS4UOmV4BsijyX5ZEMv7/i394T5Ik6WHgb3wZOSg5US8UwV+YuIxWXzu8MZ+8/Fq1FnqVDg/n74JFY4ZBmhMlcMUzhKGQD06dEdWOLJg0vz5NMG6HHDrbhqbOIXGR8yXetKwcYxMBnL7SIzkQO9ctwpmmXoxOBOD1h7CoJAdOq1FqyVfXFWP/6RbkuW2oLrl1y/HjIvSy7HhwqYQasnPtEiKYq9yRSZRkoGPI4qpkINdYC73KJC77HMMiUfTi9kcCsUQETl0RDGqbhAcUCqSkAAcq5lxDrXgK+HHqCsVzkGOsEWU+dYQMFXKNdWLxS0ghgzk+ahSZl8Og4rEyEEkExcWfZ6wV0OHWlyKaCEvL50BsTACL1FcnIwIK8ox1Es7gcXieDB3w/AmeM2YB4zzGx9ywnlUCE0E0ftCEkrpCdDR2SzpGTkkm2i50oXpFOU6/14jC6lxkFbrRerYTrjwHnNk2CWO1ne0Ug4dJ01LWzPJhnVp6tGTmu9B4pAmLNyxCWf3srdAXKnThM1GW/xKgBv0hIXKjkienDBOx6QEjcE25/EmG1NM2iOwCl4TgpAHeJDOlGFoGrcz17IVDLwLX477IUktQy09OkQsBf0g8C2R2zZgqS5/H/fWFcPF0x7ySTv9vlzsOBoQMJ55QkuxSbGqSRasSXgC6dGYqT7pR73l4OTY/uHSyt7wGj31piwwelhMyP0CyTSeTo1JELqxqeOrr28Q0p2JuWFOOuhUKuue23BeXLVpaJC8Gj33/02sRj8flO9dh/O7ex1aKspFJNQN47EublTinWiUDdtsjK8QDwXW5zSOf3wStjk2WMsXdJaxzC5Dljnossddiz8A+rHQtEwCwf+iwtEKmjEdC+IeLH+DUcDesOgP80TCKLE58a/EGFFvmnySSnvwoiZNpFKIpbwfvq9J34Pa6JWce+2oewuRYUM0+FtJleNyPXLcNl9oHUF2ShbaeEThtJjjI/9/aj/a+UfmU5rmwsqYIbx25hPvWLMKpK90oynEIkKgrm38DmTvl8mV4QCl7Tc/RmFRYqfuvnt/9F49EoUs+Nzo2XaFMjp0pRrWSta5Xa6BXTy/vSqquzQzny6NXKyW3dp0CxNPzShy66Z4NduVMLZsaB7EEDIlMJGPKGNRAi3g8A6aMbKjiyvXr2NWTwQadArCnH0MJjxGEzDy/WSd2UuLO8KTJ/pJM1GSpXfqYVPg4UnkZH6V7XjvpDWADHclZMWgxOuBRzikDsLnNwpvvHfHBbDfCkWXDcM8YAt4guq70Coi4fLwVzhy7ULbTC7poZQV6W/phd1tRUJmz4NyduYQKfjOrySbvobBpqpSka2WZYomn+CSS5QqtN/UDjSmGdOW3yfmTht/KzdXKO8H5id0Z8x2iR1LzFbfl+aeaiC3EM8DzYp5X0/me23L9v7FggAiQSRcptzwRIC30lFUiTUe8IbFEyDXN5kLDAxMS52enQLqOSmtyJX5P5Z5O76oQAE13iV1lWmP21eSytDKZwd4xSeqTwTZZKsP9atOMZ54T+wK0XuwTClCWJZLbgBnVPG82PKIyZ6+Dkqpc5JW4JV41sxxHo1JPe4HowpKBNX61VnU+Qi8EXwAem/9xdLf42mFSG+GLMYFKuR8H+9swGPThT1fvhp1gIBbB968cx+udl/D1uvU3PI6w4Q1NiAejo2lAzpGNnBivJoIX0hajTrwkBFT5JZkoLMuSF49MfETntzIhMkGH3pnmxh6hmh7qU0rtqA3Z4CM73yH3u7qhUO497/lsLzUzkG0WAywmPWxmI4bGfDjf2oeda2vQNzwh5V+cNEpynbCR+CZDhUyHWbr9HTrThmyXFXbLh8/oxrHB5CpaLq2X+uT+8zvvCy0lTpW8/7SY6HVi3LOgTAGWtJTmoj6+0THpNfN7gpKUSKuMia/TiF2SSbHaGJedj5BGuaA0SylDm/Hbjbo5cp6gS5ju3dbLfZKoy+98Z/gbgSATHelmzivORElVtnCY5Je4ZfzNdYz558JgGpMpAQNzg1ov9eLC8XYpQea5cDmfA6uimJdUVV8o5c4E+7fSgInWbXfb8Ly3oXLLL82EfzyAiWGvgAJ3nkO661HRJ4eTCPnCyCxwo7e5H65ch3zsmVa0nOlAOBCWhjzuPKdsG6dL3WaSd92WaYHfYxNl3XW5D5W3qYEVAZRqmlfq2v4s3S0DEpKdj/B2cy7inHT1GNPXSYVH5kNKlAKirOaaGPdLMvqpQ00Y7lNKmlMyPODB2aOt86Kk5zWzpJkU+7MJdUvrxd5pBFIcSxW1Bbfc3ljuZ+uQMJ1OnY86Q+aP9Ht2x8EAJ/f/3zd/MPVg+cL8yd9/URQoXT+nDl3BW784JhPNbMxSIi9DXP4EBA9/boOUktDyvhl5/7Wz+MH/fnOKRYsI9Y//4lNTg4Whh+PvXxb3Pzm66Ua7nlAhbdxVjy//0QNyjvMR5i/813/x43mfM70U/+YvPwPnJJ/9etcqnPFcQDAexHr3KvEQULp846hzZktVAYV4emVmIY4Odd3QI8NJ99DbF4Tnm0oone7zekJ3Ym6BS5qmbNrdgM3CArcw1M2X7swHLXjruWO4eLJDnsH1hJMwK0M2P7AEG+6rn2yRfPWYLJ1kOMDKroA6DSwmHWxmA05c6hJOBcZ5CRQk216lkvX4fdmiAnz/laP49P0roV2g1+aWQYA3hHPH2qSqhYmvqZyXGwknbYIkcnqQUGvtvXWK1+kGyVGdLYMCuLqaB9HTMSxKiOCLE8ZMhjlOjHuePyGf+YLXb/77x7DtUYVj5HqSGn9j5Dw43Ymj710SFtL+7jGFbvxGkgEBogzlMeTH6p9bUciSbJoC7WMBvPfyKRmXnc2Ds+YZybj95VGxdjftahDCHhoXN0PxzPvAd/Dv/tOL896GHCRf/38fEbf/TBpcXkPduqqr90LcrQkJ4TC8s+nx1cjISCIU64NBo3jCfJEWGDUlspx0uO68ReQYVfpmqObvGRge8+HFPWfxyL1LkDVJo77/eLM0ydq2bhF01/EysCHT9//ijWk9I26kaH/r/3kIj39p87zPb9Zz7h/HxVOdkoRIg5HhZyr80UHvtPyZlDD8zM985P/P3nuAx3ldZ8IvpveK3itBAgR7J0VSvVd3K7bj2HGKUzZ9d7O7ibP/7qb32BsndtziLslW76IoiWLvJEiQRCF6nd4L/uc9HwYYAAMQAEGa9ubwmYfAYOYr97v3nvae99Bg+Niv3omPff7Oue/5b16WRlTZhHm/++cfwfa75iaRW4jQmPmH//4Uzh3rnHyP/Di//acfurnGwEyhh00PhGxmXGjf/sfXMURA3QyazZlC7+jgm+flQf3cb9yNHfesXhYkfigQkYYXRotKNuSn/vVtvPLDI7I5LUToNfPap2iRb7xE0lGEUxFsdq5DJBVFcjwJXZ4OTr0JZz398MWjsGlZVpXABe+QYAfmElqixEY89ZW3RTEsltqUwEqGlAd7x1DdWLwET8gvuIp3Xj4N70hgQQqQ4CLWWred7haF9sHP7hWFmNn0tq2uFs9/RWXBRA04aZiVrnXkRTAZtKgrz4dex9xxHh7Zs1qiApR8pwVVJa6bGvIl2+YP/vVt7H/+pGBUFkJCk61A+rvH5MVul31XR/Hp37nvmp00n//WAbz13AmZ+0Rj/6SEHjbLg3/4r/skAkdDcCbl7rwyTsZTn9wLN7uP/ModuP3h9bMihoszBrRSPfS9L72Jfc+dvKZxysfF1MoL33kfl8724FO/c584Lj9pVP+syoI8Rdkn02Ho1G6o8ti1MgVf/AziqVGYdXVIpD0woFiqQFIs0WRZaKIDOnUB9KrcXThzCVtlHzjRgTu3N04aA+3do/D6w9i95cY00LleOfj6eXzz718VR4hrYrEA7+sRAhxJA03jMpOTJWaDBtGWvSuXBPzMCMvfafBnCyOrrMZYiiybMUAvkM02qNS/9lcvi3EweRKC6wwauXFuEnwo2Tz90rGscwT/8qcvyAJlHn9mHisYjgnpzUItczLasTkNN6DvfPENARXmigbQ+sy1SfGa2S1xofSmmAj15hfZJTzLSUePg0Q6CwWnnPCcwVjcI4bAKe85WLVWuHQ67CmtxcnRXvzWgR/DrNUhkkzAotXhV5tIOjFbOPZPf3U/Xv7eYTFq5hPef4YYJJcQubvpNoVudSHCYzF09dW/eFHoTWf2Y8g0EJLmVOPkJE8qhkrm/ONKFOel7x7CYLcHv/D7D8gEp2RIj6jsp0QLa5Z+1GVFlhgZOHulH++ebMftG+uXjTRpIcJx5xi89dzJ2f078pgH14hyysw/jgPnZy7jmeFcplDIs3EtyXDO3wrC8CsBvdk0u9nCNU5vnfsC75te1Mw1SnwFvblv/PXLkpqgx7yUDZRpJ1Lvcm96+/mT06IBTENIH5K8PEmbCRFT1nNgpJMGyRe/8CP8+p88gZVrFaKzBZ+bSkFAczY5r+wLE/vDogykeSQUbxe2rUSa7IgEevLYcUQxCG3KidR4ZOIVRSTJmvo8JNJeGDSli2KtzVqmS+soyi6zhTYBAXJvVMbjxipoev8BLxtZ3UQrYEK4vjfsahDSM85jCp85SzBJpV5RW7Ak45Lz9Mj+ixIdyAh14/a7mhSeh5+kMcCBfu3pY8IDQGXEQXDkW7F2W50wajHPyJwgFzs/Q0uJ4UN6gxlhCPX7/7xP8sfNm2qmsXu9ffyysLy1NJSgosgpnmEupr+MsLyFedLj757Ey98/LOflhkDSF1YUEHVKEgwSzHBh8ppJQ3yltV/ySczZMUS+GEBK04Yq/Je/f1LuiTlxpke4OfNn5mbff+3ctPudKdyMjGoDfIkAkuMpQW9Tio1W/N7avTg41IXhSEgiBVsLK1FotMx6BjS0vv/lfXjh2+/PCscyykFwJttLk8dfkLvs6jjRLIUhZRpljAiIwZZMYc3WWsldLlTYOvZrf/XSLEOAz559J5gK4sJgyFlSCf6IhGrPHGlHp1BLK8qACuT4u23yfH7tC49PdJtc/KJZVV0kkQRhrbxJQsVOEitGRbINASo/Esus2VKHonKnbIxKB8+URK8YPaBBzfpsrhFuYhwH5iOZKphvvmeEn2O6ZZawP0hbv+THM8LhbGipEENjIUIjjliGhQiVJeu+mT7kc82EVIl/4Bhw/ZH/nWPAOci5wo2NmBaydHK9ZBsRZJj80dfelX2BeJbFCp/Duy+fEUM1A/7ltbVsrkVNYzFsLou8R0OKa+Do2xfkOWTPYd7Hv//9a/j8Hz++qDXBsdi0Z6WkULP3hMw+wfTdsXfaFpY+mUtoYKpdMGrKEU32Scc6vTpfSG80Khu0KodECxgR0KjM0LLb3XhIUgY3S2hwfeSX78DdT2wSFljOeY4Ho7gci1OH2oWnZbmF/DIPPbk9pzHQ1zUq6d1klnFIHBeB5wsBglMBN8yzfgTgW+mWlDAxKhnHkPObJZbExCyFEZV7NUn5so1J0u+vIffIElOhy1pNIBeXUlD3G3c34tFP7pTSO4ZKsjcyLjAi9lmq990vvSELPSMEGf34G+/JA8luXMEQcXvfKN4+dkW6ha1fWY51K8pgnoN1ikrmyNsX8MK3D8ri4zVwc7r/o1uluQvLbdguOYOEkr71oZgYJPQCCLArq1LY3xYi/BxDuJnqhYyI150ex6VzvUJ5OZ8xsNK6AvuG38XhsePY4FwDi2YKKe02mPFg5RTfey7h5vnuK2eEDGnmxsKx3HF3s5RLkgWRZZT0iDKRAT4Thpa5QMnnz0V59mgHtpEidAEeKYWK/Ll/PyDYjOxNlJsuOfA37FwhRiEna/a40iNkOJa562e/+Z4CLpyYJ3yGbz17Ag89uWNJ9KycizerlW9GqNT2PX9ysi87hUqQfPOMehEkmKvLIiMANMIIZKMXQaXIudi8sVrAnAuZi3seWqf0B5kp45Bw9zRjQJWHjbsa8OFfvmNB98Wzs7JnQZ9lE6Qyp7DJ0SjnemaJMDEhLAsz2wxiHMxkv+S8pff/42+8i/0vnhKvPCOkG2fqYSnGAI9DMDOFwK07Ht0g+xOvkUZONn0u1xEZTH/09Xfw1rMnp63Zs8c6BWvwc79xz4JR+FL94LbIKxegjSFjRlCuxxiw6VaLly+RN/UEwVve1H869RTOw6hRKjG0aoU9caqrwI0VVhaUVefLK1uUCps01P/0xg0xBlq21mLVhtwgSeogOqXJLGOAc/Tnf+e+SeDqfMKRu1akihHAbXc0CQ4hg7HjHGN6fMc9zddsYZ9LOJd7ZwBSG5rLUFk3vRvkT8wYoCHA0SFj369/4XGxVHJdGDfn/GI7Hvz4Nhnwf/vLl6YhTE8euCRK4I5HNkx65swPR6IJ6LVq5DucGBjx4/lBLz5yT24wE0kkfvgvb4vVyUVIPAJJirgp5xJuCHzxs4wI0IhciCe2oPyeOm9i85//s4WGfGxyrUe5sQSavOkb5UKEqFViIzLKNBuRy8m95famnApVaDU1amisahkfKh7mRh/5xE6lAckCxoGbGhXXa08dnRbqJfcDPXtaxnPdDxcLr5F5Yc6HH/7Lvsl7IOjtxe8eFIXYmINI51YUepZMl2XLtjub8KHP7RVg6nybJY1Wvhg9Wbu1bjLNs9C5QAWbawvjhjtbebGMSz1n85qlChkBAZaVqYWZc/OelahuzIfJqpNWr+nxqPAMzLwnUWRGnXhan/uvDwtJDaNpGeEGenT/Bdk3lmrgcf4/8NFt+Piv3ZVzL5C1oFWLAfvp33lAjGam3DJRCips4g12P7hWqqeuBz+glNhl9obr22uM2invdKGHWooRoBBDT/ewJxkSJ37nXh1LJYUfZa77yvRZkZJBKSdUyrpvhMjeNofCzrUvq9UqRR8s47qgMcKSdkZMM0Js1IVT3YIdWMzzF0DqK2emYYI4frc9sPa6ykRVN4IE5ZFP7ZzTEMgW3gC9VW6U2fOSioCDxlBSRg6d7UIkGscdW1bggV1NeGRPiyDL5xJamowO8Bz3fmgz7npik5Q/LkQydcY3W46OncS7wwcRSARxcPQYgsmFleBQaNnuf+m0hJmzhUQdRLpuu7NZ0NiLkUwudSFC74necDZWhONNZUBFvpDJzgV452Mb5PPZMtTrFat6Jv7gZoo3FkEwMXdUJ1sIUpuJUGeZ2mJb0tIIY0SHr58kaC2VjogCZ5g5mQ4IM2EqTcZOtrZNCiCNBgA/J++Ph5FIcR6m4ShUoWljKbSmACLxy9J9LRQ/LZ9hiJrHVNqtThdW8DCcPHP+MYKU7Tj4YlFEkwsHSpIW/YGPbl3QXsDoxX0f3iJpy2xhuPf0QSUK+v+ayL44DkRjU1EMNjvjXpzZM1PjaZwc6RMK9XgqhXAyLu8RAE3yNBoKF73DCCevIy3yUyZWu2kCMKiaBp4/tv+i0oRvEcJqiMsTUa6MlFW70bB6YdT0N80YYM6CAJuFbl5c9FQAM0NoBFjwplvbB7Dv6CWxIOk5kVzmWCtL6sZx747cHRSzhZgF5ouyQ4G3qvgSfpQZS4QKOZwKywJaiNAy51gdevP8tLAqLdz7PrIVO+9tWRbvYz4h58Txd9qmvbdqQ7WcezGAL+IY6HURK5ARWsCsB842NOT9VAqdfg8ueoYxGg0jnIgLpoLC/4OJOHqDPnQFPNLfgRvTWDQspZqXvCOyOdGLGY4E0eYZlu/wdyp+fo/H5c98PXPlHN7r70JvSOllMa/k+DONg58Afum6JZnywRt5E97IfkQSVxCIHkQseRW+yLvwxw4hEDuKsfAriCQuIhg7KkYAjYNoshup8TCCsRPwx94HGwUzf01wG4R6OI5w/AICscNIpmfzwnOu1q4qnRVSZsqPaYeMdAd9eOrKGRwb6pXnmErPv2Z2379WMBgLJnSqdGP3A2um1Zzz+R98szVnWdpPSuj8MIpGbIQy16ZIlLLfu14hz0d5sQNvvH8RvYNenL88gLaOQdSR+XJinWvyVKL0aQQcHLyK17ovoz8UwPsDXWIkHB/uxbmxQcRTP7lql5stGq1autRyPmWEzs3x9y7J3r3QZ8PnzPRtBoyY2eeZgmXl1S1jDFDhNm+smTMUn0ukI1tLhQCKskVhhupBgrnseBLnrvRjYNQPbyCCExd65D2TYf4uVQRSMUfuKpzqLJYtwdhpJFIe3CpSbixFV7gHbw2/K8RDJvXCx/FKax/6OqdHBQhY2vPQ2iWXYy1UOJEJ9stW1nwuzBETILYYoXdBJeCa4F7ICIFlBM1kLxp6F9+/fBpHBntwNeBFm3cEP25Xwso/bj+Ps2MD+PtTB/B+/1X8qP0cjgz14McdrXj6yjm83deBH14+I4bCd9pO4fBQD75/6TT6Qn68cvUSvt12CseH+8RAoKFxarQfFz0juBq49nwhLmJmuI44irHhBRgSt5gQlZ5M854ZCtYiluxHMuVFapzRgBhSEikISehYPH2kBLUeT/YikRxANNGufD7tQzzVh1Taj3hqGMn0GNQqM6KJbqjycs/zTMoqW6jUsrEYKxz52FNWKwrm+5fO4L2BLrDiPufxbEY0baxaVDia83jjbY2z5nF/1wj6OmezOd4I4ZxhhQPnfyKWgHfYj0gwKr0FPEN+MZb7u4bR0dorZby+0YCg9S+e6JTPkWjNPxaUVAc/Hw3H5Hcvy10XWc1AY+AD965D74AXf/bl1/Cl7+zHulXl2Lp2KvoXTSWFJG0sFoEvFpGUANdRZ8AjBjr/Lq3Yb3HnbLmF+/GaGelS7tksHV6osJ05ownZKQK724Itt19fmeKyYwZIppChlFyMkJGQFQeMBmSEFj5z4Pd+aAvWNJSib8SPB29rhkmvxXdfPYHUAiYxKwJmViVMO6+mQjakn7SwlDCRTqDKXA69Wod4OiERAq1qYTkr5utbT3RNQ5YqRlY5SivdN3zRMUXAZ5U9QcnmyLmw2NyugCWL7BIxYqfK7HPQGiYjXEYcenbV08Oo1cKq0yMQjyE1QbHMagxuonz2D1Q34tzoINp8IxLq31hQhkZnPr7WegynRwbkux9tWIvvXDqJKz52hRxHk6sQ91WtgEo47fPQ5CzCztIqNLuu3X2zpNIlpB/ZHiyt+e/80xt44jO7UV5dsKzNYW6kaFQOuE0PSdmaCjq4zPdjfDwqiWmjhhsbMQARqFVW6NUlALEu5NM0WqHKM8Ntfgh5YFROC43aBZXKDLtxlxgA8VQ/zPrVUOXl5ssgYZTBOD2cL1TGWd5/m3cYZ0YHsa24EgUGM97pZxfD3PdCEiNWEC12PXAfIYYgu7MdU5Dd7cNSjXGjhfdz5cxVMTDZq2Cwe1Q2flZMcY4zJUsjgJFTpvZoMJisRnS39aOivliaGdGI8o0GMdrvlagb32MUbNMdzbmrT+YQjt3qFaX4nc84pNyb5F5up3la2a5OpZZyaJZB85kkx9NCdV1usUk/FUY8Y6kUrNrFpc1+2kWlUmH73aslnZoh4uPzIyEVibUWwq/DPbD15NVp79WuLJFmT9e7zy+rMcDysewwyGKE3mC20GIlfafwVqtVqCpx4lsvHJG/VRQ7hYHuWsJrkdretB9j4dcQTw1IvrPI8iHEUyPwRvahwPIEtKp8eCKvw2bYLqAaX/QgbPpN8MeOIJbsg0FbLb+PhJ5DXp5G8qL55kegUy8duZktZ30XpFFRKMUFmoZWpcGlYDseLLl7koVwPqHFT5KebOHGsWZr/XVbiwsRRgQImssWNmwiSHQp48P2u7nAO9mhMQoBSvQKGSJ+vfsy9pbVSuif4f3eoB+r3cXCyXDJO4qekF+hck4kxEPRqdVCV1xitkp0gEYA889Ot1G8GG5k9F4yoler0RP0odhkhdswP/EPGSX3PLhWSsYy2AF6s6/84LAgl/m3LbevEk9hoT3YmZOn181WvxkAF0Pu8bRXlIVOegXkCfFMODkAu65OGgJdr/AYGvWUd66DQdaQVl0o5WsUNZTxUKmnnpkaxmn/T/+ce6IhVwHUeeY5r5MG0ywvXmmpMSkFRgtWOFKidIwaDe6uqJeU4lwRm+wKpYUKAZ2MXJ5479Lke5FwXMrDaJzcaHwRjy4trUNxUfKcU1zfdL6sTjNSiRRSiTT0Vh1i4bj0LqhoKIbZbkIsGpcKFc+QDwVlLil7pcFgdZlF+SylQQ8NAJJ48TXn342zx9mkuXk8H7eq1DeXScUZI4UZYQSc/RFYmj4vrXd6XLB0NPwyQt24857VsNgWHkW+KcYAS3YWkyLIFpZbTUBVp1nf9AhZk84OdexCR8a5AodlBvFMbmFukIMVTVwVg8Cm3wpPZB+0Kjc0Khc8kTckzKlXl0neMhy/KBtcIkVwyxV4Ivth0tZJTpTfCcZPocz2K/DFDiIcb4XOeG0vcSHSYl+JldZ67Bt+D2vtzTBrTDg0dmyyUdG1JMOpkC0aLeuoF1+CtRQh4DObH5sSjSYECc72qksRhjZnykwynUAihoOD3ZLr2lVSJZ5HgyMfRwa7sa6gVBQ3FToVPb2T20qr8WxHK4LxGM6PDeLO8jo0OgsQTiTwXn8nVruK5fsEPpHUKVu2Fldif1+HeD23l09vOzxTmF8mHTZLh7JL+ajEaCCQTfCNHx0XiuENOxsEZUzU+nziT3QilOiFWVOKNBj1SEGvdsITa5X/NUmDvG/RliOW8k4YDjcGnc1a9esVGrB+bx78nhFZ48KYmEhOI+The6wDn0+YKqIxyHQBDemHa5rmVHDcm5ZSOaG0KLfO2pjJMEnCnOVgTJ1X8oC61RUS+mejIkbOxMhnr6KJhj2VK0qUkl1VHiobS0Thb9izSowGljxXNhQLp0VxVb6CH5Lj5jC2/kNuqLDTLUmIGAXPsMIyYnPq4GUBAM43l6gPWbGVXa3FNFrjusWRYN0UY8BsMS5pcnFC0/pm3X82bS6tWoZTaAy8d7Idbx9X+J1pDHzq4S3CQz+fZLjttSoXYgJoCsFu2CKhTXqFimfDxaSCTb8FY5HXBEbhNO5GLDkgVJ02w1bYDTugVtmgUTlh1NYLkIro6uUSg9oAg6ztPAzFRmBOmaRn/EKFNNDRrDwqxWIzwbbAngrLwb/PV7awCc2//tkLy3ou8hFkS43NJa9sebx2iu+bqGWGJR+va4ZWpZbUE693W0kl1uVPRaL2ltdiL2onf99YOBuVu9JZIK/F1Nh/7r88jH/7q5dx7mjHtBQKy9NI7NT7lbfx2g+PoLyuENvvbMLa7fXigTJtNtNDCCX6EE4OSQtfJSagRiQ1JEo/kQ7Ak7gArcoKo5rGTFC8d4brb4W8bIYMi5EdYltYU0/OAGnUFIkL8I2IahoITAGkkkoqYLK75jwSSSQkUjMQDsA1T8SG3juNgaVsmvwOFSr3tmwiJG7OBOzeaGNA9jCWjE44QBrL7GjfNP6HiW3RkL0/Tvy4XB0K/0OWniog98YrPzgiOCgK5zgpk/c+tF5IiOZaQ/w8owhTx8qTaAJ5N5ZjnS+rMaAgwJd2UbR0ac1mGwOKl6D8frl7FM21JWisLpSKAua7riUSamYlzHhSwE0SVk2NSjQgED+JcLxNySvnmaDXlEMFPZLjfhg0tRI5CMVb4Y8dlaiA3bBN8AWKJU7vYvmBYFtdG3Dcexq9kX6sd7YsKEVAoWdFD2VmWdRCCWKuV7gp3gxc3GKoW6X2OQ08ULVC+ttn8szbCitQYrIhHolLBzhu8BLqzctD0BuCzqhDYCwoLV+l5e1EtIqKia1u2QFusoXqPOFh/p318r/zZx/Gmz8+LiyYNJCyy4g4ZiQYonIk5sNB6uc9jQJ6ZSlidrdChv0t2jKo8zhHWeaXhF7tQjDRA6OmAGZtmWIiqPQwSBg+vdSluGzCZ8C5yRznmz86LhUh9IKWi4KXwgjQGz2XZT/YUDA3J7vSCXXpdeNCoa1RTzMGuFdxTvyH/L8jqfE0Qom4rEuzhrwZCmCSmIi50lMzpaDUKdwbGWOAQuOY0QHijXIpds67E++1TYuOsuMrG7otl4G3rNpC7iFv6d+dmXvjppup5XXajDAadLjcPQJPILwgVLaSiuTDa4XNsBkWXQtGQi8glhqAWdcEg6NKNlCtNPcwosDyAYUsJc8geIBi68eQlKYeevlMsfWTclxGF26EJMaTMKgM0v99KDoi5EPqBdDocqLMRAVzgtwsroTscsZbRYKeEAa7RtBc6UbvxX7kqVRCx6zzhKGrtuDE0bMorikSGtrh3lGUN5Rg8OoICivcaDveIe1inUUOMRY4tgRuDXQOo2l7gxyXfQJKagqvaRAQs/LYp3YJ6dLbL5zCkX2t6L86Nmv+8hxMtbzxzDGpzCBx14Mf3466VaXyLM3akqnPZn2Xip/nmcIRkLjn+kqMlkOkXTh7ZPzbOwKYIvhuPuQ6vV6G49mzQqPRSJqLKT6yk87H2sn7duqNUjbqj8WAeWjZr6fpGNfSzE2aJXsLrP79D/kZkPHxcUk5Pnf1HGqsLtxXsVLSkKfH+rHWXSoYpoUI+V7I0EsHIdMsiykx4ggIJMyVyuLnZrYar6wrFIr35Yr+LasxkKLiXqrRz6/O2Cyyva87t6xAJJZAW9cQVlQVwDwDZTy35EGnLoY38jbiyUHh5NZryqBRWQD19LCvVu2c9j0aAHxlRKdWap7V/O4NEBINlZtKUKAxQ5unhTpPvWQjjGN5s4rYcuG/yBewaXfjsjqnc1GK5pLutj4BVRFP0XdFscBZUkUAFlNSNKCoZEf7PRIloDIaG/BKNIm52aGrI9JHXjURGi6qzBfFw8+c3HcOpbVFKKzMh+Ya7V+lW55BKxSnrO64/8NbZNGzpS+5GSSqkjXv6TWz4yOZHJlXJGHWgx/bDktWO+dci/9mUcouVKj8pSnQC2zUlJ4VtSoodghomE2o8kvsQsoi3rdWPfkiMO6rf/nSNODeTDk62CMpoGqbEw79/Hil64lI8LszDTimD26BLMxNkWQqPYEzUHqo3Arpp5tu3Maj0h+m2GTD7uJa6FQaeONhVFoc0OaplF4riTgiqQSiqYR0lU2Mp4UUS8MoI/sHGExiQBBIyFw/KccVUKxSEcb+F8QQzaTpVlJrU6WsNJSJOSKWhSm4jnPdggexOsyiM+n80FilMyMRzpttDDD3t5Q66gw3PrtYZQtvJBMCGfIE8f7pDtyzbSU8/rB8XrOg/F8eLLpmGDXVspnTy6fnv9R6b2kdvgh62MWIVWsWroFiQ+GiNnd6UzMfOEEmS0EKL0Vy8Rgw3PXZP3hwWXOUmcqI7Gc313Ogou69NACdQQdHoW0yh2q0GiUnn0oWyPg4C+3IUztkAfHvzO0zOhDyh0XhMxqgt+hgL7BJXbfNZUXd2iq4ipWowWKvnwx4bHJz+6PrceZwh2wGDA+SZXGmMMf+vf/7liiiD3/u9lk9HW5VIbbjpe8dEt73bEMg09SFRFist2btPo0wjgtva+a9ES90ra6h/M5wNAS9RjOvZ0aDi/vTUoTzjfNiJgOmVlj3/t8A4F3pUSq7DHotit0sG1UozMlESPZBArsF26BRIxxLzKr2ipIXRq9FggRI6TTM1+CIudVkHMDVoBfnPYMCIq4wO7CpoBzHR3pxYLATv9WyGzatAa/0XERv2CcphA35ZTg83I3ABLkZUwkfr98gDeaYAty4awXOHmmf5M1glQAdgLrmUplb2Xs5G7llpwgc+RahK+czGO4eQ+e5HpTVFaHnyqA4N45Cu0Q669dULqjb6bIbA+FQdMkKKBaJyytbCMxhuSLl4JlO+EMxmVRHz3ejtMC+oIoCCssBNRNNOXzhKIYDY3CajTKh+ZC42L3hKIrtVgwHQjCztWxenrznMBngCUVgMegRjMbgj8SwtrIEmusIOc45Bqk4nul9QToXWjQWPFBy14JwA0SiZzP2UQjOysZf3Eix5gBXJeMpWUCsYeZGQadMq1YJayAtY4Z1+SztZoP8ne+xeI6bNpWGNxSB1WhAPJEU4il+jj9TMfaN+UV5lLlzk0lR3CVOeVFcxRMNWbI2Hy6Wme+t2b1qlrFRXFM41X51gghp7R6lYdRSNrMMGIw00WS223bHKulQ+P4b5/H+a2fRcXGqHJFCq//HX39XOBtIKU0u+1tdutoG8eoPj0xj6OMzZQj0o79yhxhDCxu72d74TCHvw5nRASkhnU84b8hemOHRX5SMQwCyM1tRc0OXVtz/D8iIJ4jOvjG47GYMjvjlPZYW9g370FhdhLOX+6Sk0Gk1IhCJwW03Iy4tmhUQaP+IH021xegd8qKq1AVz8fL2w7jRosrLk7m2vagKNp0Bu0sUwPG2wiqcGeufxLAxKrDaWYy9JXXwxiM4NtKLZmexGKzqvDz44hExBjgHN+9plKZXma6ePMSB187ijkfXS8VIRtg07+SBy9PWAvlWGFnjcVjFx72Of79w5IoAlJu3Nyipt0VUzyyrMcCNi41VllLLOzLomxXGYzg3U3KlI9hLlYe+IZ+gwjnxliIX+odh0eswEgiJYUBFw2Nr1WrETEm0D41iXWUp3r/cBV8kijKnXQaZ1q/NyBprbiZYVomn49KY6P7iO5GGolATaTb6WFgqhFTOM4lD2ORlqM8jYdgbKQKksRrEyxsbmiovZPib5YGsaDjV0Y9IPIFSlw2j/rB4DWwp3Dvqw5rqElzsGYLVZEAskZTXyvJCHGjtxI6matlQwrG4NKg60zkAp8UIo04r3kcmSjPXdV3ruhf7t+X2ZDKNeaobS1C1ohj3fGAzXnv6iHTazCa4IRvni985iJXrqoQ051aXI/svTJsLFN7fJ37zHqmyWKgkk2mpKJr3M+NpoYsm2VSZef6xYfMyGijXijbk6h3P9tLT7JI8Zd3pdJrJTfpGebrcF+lNC0Atj0RQufc+7ovSV+UGXIdOq5E90CrGfVZH0iIHjHoNQvRGrUZZk/T+SUI05gtLpICXw3VMg9BpN6HYvXjip+uRTCdKYkaWM5KTSqelvJkAQv5v0eolZUUyJeonRncZReB7RrVmkhAtG0i4/a5mMZ4zc4gttk+9f0Uih5kxaj3Zhd6snjPEr7B0OdO3g3wStS0VspfUrakSvA2NA35uMaRvy2oM0LMf7vehrHrx9e0zSWs4DuQeyIRiN6yswHP7z0qEYM/GepiW2FGqwGbGsD+Ecpcd/d6ATPB8q0kUvUGrQU2BCzaTHtUFTowGIyiyW2BkGCydFqa7fnqn4+NYTn/gyNhJ1FtqYNdObWZHPSexzrEaNu08iKgJIeCksMSB9qzmFfRirpzrkzKWGy0Whwn5xY5pCsA7FsRIv0/KXkb85EDIw5AviEgsiWgiiTK3TYwwehEdgx5UFzolamAx6mWRGXTETKgQiUcx4AlISuhCzxBqi93yDL3hiIQtWRFwoySWTKJ1dFjxCvILl2yALkQmwYY/f5uQFjHfnk3v3N7aLxGEW90Y4KZ2+WzvLI9+3Y76WdTC1xIy6WV34MwlJJhqyS8RUqizo4NYkz8FtJwpbHBEI3WxxgANiGw2zEzUks+LG9XwoF8hytJrJzFOUiY5wYDJaCk/v1RArz8axbn+IZTYrIgmE6hxE/ekFn4Mg0YrexPVDCOYXCcuk0kcp+VUuKvrlEouKvdMRYxex/TguBj2bCDH26PyoWFAJ2tdY5lcD6+D3yV9fCptFWbJmyrjQG/3qDyTwmK7lKovRfKQJ5VIGfKkQDKGdwba5Tm/P9iFO0rrUW62C6CVQgeTeAKn3iTf4ecsmqm5R2XOfgUvfffQ5FrnfGfacMc9q8Xj5zWz5wsjrdlkeqTwzwiNgAxJW/1EZ9elPPtlNQbYZbDzYr80B1pUS8ZkGhdnUCwSnFPXNEWxyGqCX//objESFGtzaRO9Jt+FmnzFOyl1KIo2+1i1hUrdenPZFKFQ9t9LJr6znNIZuoozvtZpvQgGo8NosjUu6Pu0eMlqdfCN89PG9OTBy3jkkzuuSWhzvcKSuJrGYlw+2zMZ3Qn5ozh/vBPNm6rFk6/Id6DAboY3xA5naliNejHEXBYT7lhbD7NBO5lK4Ptra0uh1aiQbzOJkWY16bFnda18j5OARsMN9y7yAE80gnd7ulDvdMOkUglivdvvRaP72uDBpQgNOzZqunDqKl7+3uFpCqn7ypC0ll6q3AyQIStLZhJQ8TE1tkwHRS1ESKRFA2g+IdPd6ZF+MdiuFRkY7vdidMCP/KLFMWP6x0IC9swWKhRSFNMgPXOyC41NZfB5wrAIl0EeervHUFmVj75ej6TrmlrK4ZzRjG2hwvUTisVlHZzrH0SfN4DVpUViILjMRkld0pB2mowYCYawrqIUhdblpVk3GrQwZppj5+BVMBm0GPaGxJDPt5txvK0H6xvKpIeMPxwTBysaV6J5jDLcVMkjB44B/T0eBPyRacZArnkwPkfhOOfYlsKpNuoOnREfrVs/7TNkxMwIIwS3l9bPfVmkjF9TgRVrynH4LaW1MY3oUwevYLB3TLplDvSM4uKZnknjmsbWuu31KCp35gYSX8eeuMyRgYTQKjJdsFC+a95k39WRaUjJDCiNiMuMvPheKz5y9zopL7weUcZqYR3LFvP+9UipsRgNllo4dFN5ogMjRyR1sBDhNbEunfgK0qRmpONCP1pPXJUytRtZZsjoDUvn3nvl7GSpDOXI2xckT7y6qljC+xx3Aocy18y0AYVRgsx7GSl2WCbfc1oUMhm7yTD1uWvYZF0+L/qDAemWtsKVj3qnCycG+tEX9GOluwCNrnxc8Y7h9NAgbHodtpdVonVkGE35BeJpdfq8Eg2gEXBsQKF6DsbjeLm9DccH+7CxuAx3VtfBZVh+Q4teZH3TdOIjYinmK7Fb2HFnzKfx8WlsZsshmRzxTCF17mKE+8LF092CfZlPam0udAe8gtguMs0/KZhuoVIniHGh2AteR9uZHowNKXny7H4F5bUF0GhUEmkQJHkwioE+D8oqXbIWXfkWdHWOCDU3Uw1LFaYFaBAQJOkwGsVgvjrmxaWhUawodEOn0Qi9NiNZ/mgM8UW2xF0OYWrgfCdz33kw1CnzLJFMo3vIi9Pt/djeVIWrQ14UuaxYUXFzmFFnClPYXAPFZVO4EaZ5Zu7pCa6Jm1SKxeshV8CRty9OVhUxZd52ugcVdUXouDAgRmxGWFXEssQbQR617HFPhjiuTpRyLUQIljr0Ruu0G6bUrixFadVU+1KjToPWziFcHfCgf8T3E+1tfyPIhkqMRQIWzLx25m+R6oKFCCdzZX2hlKpkCzfS5751AEO90zn9l1t4/jVb61CzcnqIlmA4AsksOoVRL4MYzy6Ry37NPOZC3ptLTg8PYN/VdtQ5XKKwTw3x9w4JrX7n/GnpXcDfSSJC75Je8xtdV+CLxTAaCUs0IJ6evqlyw3UZTXAajFjlLhAu/BshovizjLpJ0hzj9THdcSOZ1fq6z7PoznXXMmRmGR0TlNkLFQH0jgXx+jPHrklmdXK4T8CDdr0B8XTymsd996XTki5YqNAAe+el09M6JVJo/BI4K4171lbA6bKgeU0FWtZXobKmACtWlshYtKyrRN2KIriWGBXIeKTryktgN+qxrqIELWXFWFlSiMfWrsKmqjKsKy9GS3kx1pSX4N7mFXBPGM83W5gC5OpkOJxg7zF/SKICJr0OBU4LAuEYXFbTDcE0zCecQ4xaj40GMTLDqGOZ60z+ieH+6eRgN1I4fziX2LwsO6rLKqNIOIZzxzoEEJgR7rEzSw9vWWOAFvSPv/7eBCvd/CuZmxBrK9nAJRtBzbps1lCyfCIjBKewtPCtI5dw8HSXIMt/VsSkYe3pdEuP/QkWyjNAIWjzjkc2SLe/bCGBzTf+9lVl019kOSU/z+cyE0WdS+gp3feRLZPVHxRO4he+c1B4+BkqXcr5+T3PcGDRxh+9qQZXPtYUFqPIbEZfwC+1v1a9HrdVEBGsx67yKmmvemywD+GEonxpHMTTaSRnGAIZY6DYbEGBySwRA2OOxivMDzO8TQDnUstsqaxm1tZTwS4Fi5MtRChnl4Hy8hg9GlzC3JhLGIGaCRLkocmpvpBKo8z9P/Wv+9F2pvuan2cdN8FbNAgYKr+WcL+hkbGQShtGTd59+QxOH5qO5CbNOYFfGe/MZjdJeoAv5qRNLGE16WUs+J7RqJukEl6KcOO3GvSSm+f/Zr0ONoNeqp+IdWKlE0HRlon3TRPG980U4mkaKwqwd30d8u0W3LulEVXFLmxvrsKju5oFdNhQUYACx83vEsuh4HNpbC5DdZ1SHZQRR751Vhq1p2NYeojcrHbjhaVOYR7NLlWmI0WGQnY7zU6dM4pgu0FjuOzGAMfv0BvnpRxqZu4wWxhK7Lo8iO988Y1ZeUGCzrayP3MWEvK2DXX45IOb8cQda7BnU72Ed/5DpoSLnyQ/63c2TBsWKnNuaP/6py8IccVCNkEaaQypceN8+fuHptFmziWcqJtuaxR+/eyNiLWx3/7H1/HsN98TENZCFhiVBtH0RNV+/5/fwj994UdC27voTm+ZCATyUOd0C7CHtejsV6BTazAWDUt3woFgAJFkUiIEjBYc6uuWZkXEB5wY7MNVvw+nhwakHNKq02EkHMY7PZ3SMjmXAuH9fu0vX8Kxd9qkB/1iDBkaEozmXDjZNe19RsnYjnqpIumWfCuKZihqNk1669kT152CyBbBB8xIS9Eo7WgbmJf4RyICo0E89ZX9eJUOwgKYLfUqNQxqrRh/CwF4MuLy3DcPYP+Lp+ZdC1w3R/dfwFNf3Y9IaCpKQwXfMhEF+2mqk7/RQqBgdYlCpZs9LJlonoVI99LcVLs3Q/p7PWg9043BGRFo4gcq66c3nKPeooO6mAjS9QiNSpYZ2l1Tzi8rsU68y/1jKpKRX2STXgQ3qrnU8jYqshoE6ESv6Pv/vA+nD7VLzSRBEgRwSC16ahwBbwjH3r2Efc+eQGdb/7RQIBGUj35q52SKgLkobiDqrMV+6OwVbGupvmajohshDIGlx1PQqKaGjoQkxElkmq1w809N/Mz3hCHqYv+szYdhfCroghKHREM4PjSASMKS+ZmkEgazbhoJxVzCSMrHfvVO9HeNTmtowetjqJPeGVnwCPDkAqByyHDzsxKE1QD93aPiLfZ1jQhtLkNVv/NnH5nVYnqmcJEzOvHkb9wtCo2tejOKn4r9G3/zCvY9d0KMBSqL4kq3PGvm5titLhKMYXjAh77OYbHMu68MSzSDEaaSCjfSiwzbbSouk1KezLU1uQsE0TsSCQlTnValQoHJIiBAYgNKrVY80diETp8HBo1G2h2btFpU2Oz4WNMa2PR6MTDKrHY80rBS8AO5wp28Z5YBHdt/UXoSEPlLoBkZCJljpndOL5/PVpDmJMOJJ+EdC+HSmR6898oZAQ9mE+QwPXD3BzYJq+P1CNHvHH9eX4YTgud5+iv7Zc7c/cFNMhczHq/0Y0im5fpYox/0RwXHw5K6+WTNtjoUV7jkmBnhfPrH//40HvnUTjRvrIHJolfmXkq5f2689IL2PXdSjFAqY64JVk9wHsxkMczI+oJSYR+kWHVz7wfipdtNsuYYBv7y/3oOp96/LNwNLL/lGPMzBECODfvFgKaRlF3RQSFHAumlF4JIz5AVcf3LXkC+DdkTpvYHrq8r5/umNbKijA75JURMPgpyiBCbwH2BRrcms0+wjbGZ46i+RsopJkaqsi9NnDvzbGMJMZCELnqGncZ9gBE/4r+EHCqzN8n/yovvMwpC428u7hUhfIomhYxqan+cug5eG9lBZ3ao5PVwL+C8ILB2ct3I/U/tkXyfe8l8ZYOM3pjNBlhnPDemzrbsXYnj77VNrjle29vPnxLSqwc/tk3mMlM+XO6cr9zTOT+p5wguJZHYTCN7sULegOaN1bJPU7jvcQ5mqmkEF8YUVH3RDTOoltUYYO0jFQotaj7404eviIfD3JqryCYPlO+zYQs9z5mc9pz0ex5aJ6GQTHexfUcvo3vQM83T6Oobw4ZVU6UV1yNcsPzH8DA9SJaz8WdqKYbpuT6o/Cn8PZAMoivUhyZbvXyWD4Zd6diFivfEhc8Ogpzc/FlpZqJ0YIvN6Lp39fIg/vL3vqcsJI1KykM4RpzY8jLqRME++PFtUi2wMOxAET75W/fiK3/+Arok1DU9hXPozfPisWbYHWlsZHeM43Vys8rkkRebp65dWYJP/979+MqfvYC2092T5+fiYXkca2p53sxGwr+zyRLPl5JeFMpGcb0hOrfRhGgohnAgAqPZIIq71uFEjZ0oXAUuvMI54WlPEBbYNXo0aG2wOMyT82990WwjiADEhQgX8uVzvdKpjwub90wlQu4FPmuOA5UA5w2VTjyanKUU+Ey33dGEXfe2XLdHwPNxfZHjnJUJGeHG88aPj+HgG+eQX+KYbEPOTZoRg6BPIbCi8fi7f/GRaxoDNORvf3idhPozBjAf58XTV/EP/31QCJRoJHGO8xxkdrx6eUiUsADtxhXlTVKm9dsb8C9/+vwspZwRdiqcr1thRvKL7fj4r92Fp7/6jqw73jOV/buvnIUz3yL3xvHh+4zm8NnNNED47J74hd2Ss12ocK29/vTRiT2Be0Nc/hcFHU2IMUilOBPIefrgFTGKpFacDsHEvsB5w1Qcf6fx/8HP7pnl2WYLz/PUV94WgyP7/Jn/Od+49nj+mWuOERpGeEltqzNopvYmw9QeVddUisc/vXve1vU8Fxkpya5HwyM2OQbKz9QJYjDMYKDl9RBz9NazxxVab71W9iPlOvQw8GeTTow5Ppe5+G24/3LM1m6ukfmYrUxpTLBp0GtPHxUHJiMcl/dfPycGI41wgkC5T2fWRCgQkf95TZ//48ev2xggSyBTT6wIE7bLZFoisplnQt3IfeB60k3XkmU9Mi3IT/32DtlY6RllrD5auXzNJ7Tu7nh0gzCUZVvdoWhcOAZIdpGR/empEPByyNGxsxiKjaHY4EaVqQxHPWelN3qTvV4MhBPe83Bq7VjnWIXTvgvy+Ugqii2uNfJ9WrScOItl/ONGkM3SRlKUXGPKENJCjAEKN4/1O+rxa194At/90hsymbONLs4tTraJFPmyC61zWri/9oXH8a2/ew2nDl2RhZ8R8Qomw+YLC02LYl7k8/aPBtB2rF2YBpXKFuX7/rEAiqoKEAvHZPxpDAV9IRSUuzHcPYrh3jFsvKsFOvXyMaTJRjcx5hyLbEKh+YSbHp89jTtiQa7XI5BSppZyfPhze6W9NCM4GaHHw/mXaw5mk4AthN+fa/mBj27DUJ9XPP0MHohzjxsoN93sjTfXfbPOmiRFfG5U1HMZAwsVlilvuX2VHOvf/uolMUozETHSPvM1n9CheeIzu3HHI+sX1bKYhseB184t+nplnWStm1xVFZwTdz2+cV5jgPsv2evOH5+edlqIZO8T4TmGn/OFDbXmMwZo4NFhyi59Xqhw7mTmDz31XEJCqAc+tm1OY2Co3ydVHpnjlGWl27gm2Bvj45+/E//wP57B8IB3spKA65ZGIV9zoVc4h5aD9p1GibQjri2QiIycP8s4Y2tzVozdSFlWY4B53ZIqN379Tx4XC5whz5FB/7yDRWucVvv9H9kqG8hMxPOdmxuErIKDlRkcMtiZl0g6NFMS6QTaQ934YPl9koY46WmFW+9AqaEQFwMdqLNUwKImaYQBBrUOK6w18MT92OJec8s1h8kIPQlOLKV97gnsf/E0uq8MSu5zoR43vVBu/rS6F0sWQ4Ogvrkcv/WnH8KhN1ulO1fXpQHxBBaKXCfQjUhfbuL0ZhdLFNJ+ugshX1jmHhsV0dtPpxQPjA2IGDEgwt1d7KBlCf9oUDoTSpTiOoIStOC339kkOT+GyemZZTpvLkS4ORnNOgEL3v/RrRIlI7vjcgk9C44nr5NrlM9lJlJ+LuEanK9LY7bQm/rM7z8Ip9uKt54/IRHDa22avLbCUgce/rkdUpLKzZ3GA0sBZ9b5L0YkTbShShQ6cTVMl/zwX96WhlHc6OdbE0xVsHPkw5/YIc8iVx+O/5BbW4pKHchnii1PaTs9k5KaP2/YtQL/6X9/UKIhrSc6p+FE5hNJWywTRTgZCdmvoPvy0LRqBiV60Sh68kbK8vYmEO5vBbX85K/fJbkYtm1liGpkgKmBiNItTqeWhUnWvKaN1dh+V5PkTDIsStliNSsWZ8+QFxc6BgVDwMoClqpkC/Oyex5YO60qgRbztSIIaqGKNIjH79TZYdWY0RbsEM+fP/NvRrUeV4JXUWMul9RAKBlGe7AbtWalxKO0yi3VDwz3LSS3vxjhZrQYCteM8LocbiseenKHhJ8YGmaYjrlbRmlICqSEKdOSf2NbTXrQ7HqVX2yT3CgJbmiNMm+4FJEKh0c3oGVrrXgnZ490SN9uVgcwHMvzcxsmIxm9LSp8hj65WXM+MM9Oi9jmNE2G7Rcq+eVuUe75ZS5o9Vrp/a1sANwIVHJeq8sibYoZouM4sFOhhKgXea5s4cK964lNWL9rhXhDDPXS62SKhjn3SCiq5G+ZCmEqSsX0kHLvdrdFwLMcd+I6CsudErlYbqHS3XlPi4DgDr5+XqJH9OLpfZP+N5lQqFvFIBOqaSWM3rC6TAh7Fj7/LPjIr9yB9bsasP+FU7h8vldIf1jmRa+TUSxGAbgXkESlcW0ltt3ZJKHnTDhUjKu7mibLq8wcJ+c10gJ5eZLn3fvQOvlVo9Ng9ZbayUZPxL987g8fxsbbVohBQOQ2nw8NNxqrPCeJtMrkWVRL+rO4wr2k2u6q+qLJ61hu4Xq9VspGWO52Nghi/UZIeV3BNSMlfJarN9csKqKyGCmudOVs+5sR6oCe3jGJttC4bJpg6ZvpQK3dXi/PnAD4k+9fkogvow6MHjG6yvnK8SRnhqS+C21S0l1eO71CYanC42/euxJv/OiYtO7OiM1llmu7EdwC2ZI3vsTkLMN8f/S5f5uGuCQZwn/9uyfFo8wIlTPRmQxJ8kFIt8EJr5ObHyfzQviTv/bsIYz6Qih0WYXu8skHNgkr3bK0pkwEMRr3wKQ2Il/vwFB0DInxJIoN+YinExiOjcGg0qPIoISX+qMj0nQiX+XCYJ8XrnwrfJ6QAGmoVAgGI/KTueEbAfbgNe/v7cRTl89iU1EZPrJijXTEmv25FGKpPsa7oNOUSmvegDcGn8eHaDghEzydTkKt1iOt8sBsyofFaoHFoYfZYgHyWDesQnqcXbcS0KgcGEcCedBgXHooEGdx7TKm77adxvPtrVIO6hsNSY5cnQB+ZdUWNLsLZSFqJsBQjAxZrEYxgjL36kkEYFYbBOwnVNB5KgSTETHSMhgP4jmY2skAAETR5qmQHE9BDTXi4wn5O7/jiQdg1yrNQnh8bhY8hgo0EqYwJFfD/aiz0ACc6pYYT/Wjx/9VxJK9cBnvQKHlcajmIYfifGB4k2FeKht64QRMhuJxBOMxOI0mxPJSsFiMcDks0Ni1sBuNUirHUkbegyZPjVAyJjz8bJs6FAkIgr7EZL1uFkTeE71j32hQ2NkIohKaZ5XSUIk5WRoqfPHnxc7nWCqJV3svosVWjLxACk+dPYH11lK41EaJMlBBEEzIEq+ulBdOgwnlZiUSxVJQMryz8mM+ueIfQXtgFHtL6oUHPiPhZBxv9LWhzTcslSSPVa0R1jgel+uFx+b9MnpJUPOk16hRQWfWorw0Xzb+G0nYNZcIE92xTjHIVq0uX9R3GZaXfipzKF8p2Y0lxHFZDHf9jRDZf8NRIVViAzI2H2NlwmggDJtRL5S+LPNlWSVTxv5IFMUO66KowRXeihDaLw2ioMiGims0yhrn+ETiopAZ7abhSj3GecB9ioYH9RfTNJy7oVQQwWQAhXo6n9PXo+wZ43GJIetU19ZXxPJ84Ze/No2en+mt3/+rj81KxbBjJJ8fGXmXQ5bXjWVf5pkn0KoFoczXdR16HKgtz0dDZQGOne9eNtIh8WB0VnllpMw0lYNjsyCbdkYUwqQ0/+nvHsOJQ1fE0uRk4SLs7RqVvFPtimI0b6jOyXTGCcLmFspGt3hqZdbGP995Ac91tKLNO4J7q1agyDTbQ0ikhhFJdMCsbUQ00Y7EuAdGpwvjlja41YVIpVn6mYZJ14h4Mg8mnQuJ1BiS6V6kxqsRiV+CXlOJccSRTkcwDvYV6IRaZZXvpsdjsOo3QJ03v6dGBR5IxKUUz6OLwWuLC6K/an0Z1pZWzftdKubByCjKTAXoCI0gnIygylyK0942rLLVIJZOYCTmRaWpWIy0Qr0TY3E/Yuk4asxl6IsMw6wxIpKKIZyMYrW9Dv2RYTEKBqKjEgEiDTQNjgK9E9o8Dfqjw1hlq0UoGZ00NBRJYSyyH/3+b8lYRBKdsBu2wqitnDdlklGm2ePRE/Li/aFOWMw6BOIRuKxG9MVDSIRSMMV00t0snExI6WO1xYW3+i4Lw17eRGc0l86EfIM5pzGg2PdTbZxm9kbnn7On3MzrW06hAdYT8mCFvQAlRTboAybUVpah2GhTWorTnFSppfKjJuUWY0cay5DvfahTPldndU98Ji0ln1QE7B/PceRa8MTCGIj4JzvHZWQoEsRZTz9+YcW2CV54nfSfZ8vZTfmVyvjpNXCV2+Ass8k5aBh2BEbFuKi2aGQIeQ8ZAipeH4eOv/OYLGnMNkAWKlPPiKKU39FwFBDdOMRh8oyFoDdoxEjJIPgzSHxGbhg1kpy1AH/HJyMf5051S7MaUiQz6jbz+YeCMRw/3I4Vq0qRX2iVYzMsnTkGfxfQsxx7XI7Bc0iKb6J0kOdeDkeHPQwOXOhCc2URLvYNo9/jl0ZlPaM+1Ba50O8JYCwYRrnbjra+EYkMF9gsyGXDZM/7mWkAB73rTdWyHhfSxMxg0qOkki83UuMp9ISJcSHAXI1IKgCdXo/hRB80ES2sWhsGo4PQ5ulgUHOvYeOsJPwJH0qNZRiIDsClcyEwHsBYfAwVpkoYsqjns6+fFO7Z5YQ0mBktk8qrGfL2oUvSuG/LmmrUVLhh0F9fS+2fmmL9jU0Vk9UF+Q6z8Nv/pCUSiQvfAUPsBAIy+sFJRw+XYaS5xBOL4AuH3kCt3Y1fW7NNogyLEVWeSlj12KSERgCbtOQSeu/07Ll6o0lS6qaRSocQTw1ClWdEJHEZek0Z4slhMRySqXyJAoTirdCrSxBNEjajhkZlQSzFNp1RpNJBJNN+jI/HoVKZkB4PQ435jYGHa1ZiT1mNbNznRgfxnw+8suB75dL2MjIQN2Is7hPsBqM1WpVGFmZHqBOBRBgunU0WrUVrQkeoD3q1ToyDtkCXRHiKjG7Bh1ABjcZ9cCccGIl5RMEQA0KDj8dnxKE7NCBYkWAyjFgqIQaCRBE4ouOKUURJj8cnf16McBwu+0ekeqIn5BOvlTzmA+GAtDelIWDW6jEUDYrRyNnB93YUVeOSfwQuvUk83Lm61yVSI/DFjkGvLoZF34x0Si1RGTaWicTiGB4NoqTQjpGxIAwGLWxmpRsnFRCVEVuDs8scFSOVDt8jn/xyecgdgTF8v/2klG8yWfKh6nUYiYXwg/YTuK+iCRvcZWjzDeGHHSfFGNhSUIWdRTXY138Z3SGP9Ip/oKJJWsee8fTLM8o3zDaGLVodjGotDg13YUsBjVpgX/8VvNB9Dpf8w3iwokmayLzYfV7Gt8FWgM0Flfhx1xkxBvrDPjxcuRpXAiM4OdorBsBtRbUoMFjkMyQ8anGWYE/J3PzzcwkNbH/0BFLjQdj1m6XF+vkzPThxpEP2k517Vsrn+HvH5SEpibvjvhYcevcS+nvHhMxo953N6GwfwuUL/aK8V7WUw+W24uXnTkg4e7Dfhzvva5l2Xir8k0c78OoLJ3HpYj+237YCpeUuvLvvgnjB7nwrdt2+Eu+/0wYPK1ziSWzYUouzp7olvUPDgGXidz+4FuYFUs7PJ4wCcG4xAsAXDb1gJIZRf0jazAciUaEhZ/v4aCIx714ZSlxAJNEOi64ZRu10wDXX71JTbqnxpCj4weiA7L3FhhJcCV6WNvNj8V40WldO4scuBlqhV+mgydMilApN7BkphFPcS6ISQVCiqrOF4GKCTbM7dRaXOwU8nmvtlZc4cf5yP77y/QPiVGxbX4s1jaUozLdBtwT9+FNjDKxpKBXLaWV1oVg/nEQ/aalpKJLXYixk3sPVgBfv9XUJ+c1ShErg06s2YktRudRYs792LtGpi5QQfzomCySR9kKrdsGorYU6zwyDtgrqPIbLqfCtYiCoVBbY9BugUplh1a+VvytuJKMYhfIZRgZk8udx8V4bT8D670wNuD8eW5zxw9a0RlL/6tFgrYRepYVWpUW9pUIMgrWOFaK03ToHXDq7YDxWWCulrwONA4NDJ7TOjATwuxRGEfg7IweRdAxmtVGOxZRCJBlFqSFfQvNlxsLpHgY0cBh2wmnci3hyAAXmh2DQLC6ES9HkqVBnzUex0SqKnX3P6dSschSKoUilROW4vbBa+iQEk3HcX7EKpWa7tEklcdJYLDzLE1aGKw1P9B1cGvlDFJofQa3uv8Hrz8Pp1l7UVuZjYNgPjz8MfzCKngEvKkucuBweQlGBDZFoAn1DXjTWFqF/yI/CiXz00GgQLY2lMCwp56uMXyYbOT4Rvid18JP1m/D1S4dFwa9zl6POli9d+bjhNjmLscFdju2FNfLzmbE+PN99TpTvBd8Qaq35ODDUgV9s3I5W7yDa/NN7m1DcejM+Ub8ZB4c68fVLR/DhmnUypr0hLz5WtxFuvQm9YZ+kDGg07B+4gvvKV2FHUQ3KzA75PA2ApzpOyXNiVOLEaI9cUyydxGpniUQ8liKx5ACujP0xUukImgq/BIvaLnXrxKs0r6kUemNKdW0h7ri3Bd/66n5cPNeLnqsj+OinduHt18+h9UyPePScox96cod4kfTqSYlcXOLApm11ufuIrK9CZ8cw7nlwLQoKbDjwzkWcPt4p5zp/thtNa8oxNOhD0+pyrF5XKTS+jAwUFSsNntiDgaml5TAGaHCuKi+QUPfqyiIxDNhxkV1MmTpwmA3Sk4H3RuOZTcw0ORTj+HgSPb4vYzj0Iupc/2OWMXA9EkqGxLvntRrVRjh1LvRH+xFKBqFV6SQCMBYfRZmxQowGm8YGi9aKAX8/PHEPvAkvYukYHFqnfDacDMOonu5AcX2QG0bhZ1He47Ncu61eMGm5dExzQwlW1RWhb9AnRsG7R67gmVdOSpRg9+Z6NK8ohd3KPT3vZ8sYoEit6c3ueDWPLCVMRk+o3efBWGzhXO25pNhsldd8QiVv0Ex0uWO3RxQqSlytbGA6TAFfdBPvcVJqVcrko8GgHEcxBChq9URToZtUSUGAZ6V5dlta1jpnxME2z3mACYpRxGqQjDh1U02QMl0hayxKE6BcfejHJ1pGC9Bs4nMZkWNo69CY/+cTGAoaUIs36Oj9sLVp5phFRuusnxnCnnFyGXFGEHjdVE655h8jF8H4ecF2ZKS734O2jiG4HCaEwjHZ1Lx+lqqR24EAUhXyXRYcPd2FkdEgGqoK4SN+IJFCaZEdnT2jWFFTuCRjgIYr8Q2DkYB49JFkXMifqKhNaq0YNhlyqNmSJzgJ5ac8lJpseKiyWVILTJ+8PXA5KxmSOwLD6NldZY24EhjFcDSISotT1iDHkP8fGb4qbWWZiukKKm2KOT78bkZIO727pB7lJodE4WjEP1rVguMjPXju6jl8buWORY9LOHEZ8dTotBTbyuYyoc09+E6bGAYUd4FVIgX0yKkMJ9OxEzdO5c5uiNngMo7HfNz6nDZy/xPH4+91DcXYe3ezvMcoBNcXiXoy6QD+TgwJMQxhAi2Xkaq31Dm7URlplmdKfbGC2co17zmWTNtxh11usWnt2OzaqkTKoIJGpZXfmT6i4UpcT5GhRDx+RgsKDcWSBtjk2gqdSge3Ll++y2/TkMiVImAqiKWXfu8UBo/4KQLT5wMO0jEuyrchGI6jtGgEg6MBeHxhPP3KSew72IYnH9uCmoqpHj/zya2jWRcgo9EwBkMBoY3li17TcCSIYIIlc5ANotBoFktyLlFAYMwzRoTTnDkrzi0ueOax6WXPVYHAzmj06unZVlodstHFUinJTYYmCnJzHYceHP9Or3g0GsJbPVfkPV7DuTGG7KeiHPxGjc0Jk3a6kuE189wMG2eLWaOVa5kLUDNz4YxP5O+9MSUnTWUgXdE0Wgnb0oOfpPHNyxPK3oFwULxZEvbkyo8S7Nbp98g9MVLB57CcIpgD4g1iETkX74G5coaBSS6UCzyZkcFIEGORiKRT+FkeaywSlrnE+cMOcPS2mXbhca6dT2Q4U2lzfT0yM6eZ6+eFfHemMIUTiJ6Y9l5Neb5U3zjtJpQUciNXWtIyOsDKHDFyDFpsaqlCMByDw2aUvwu7GysPNtXBtMRSXs4bAvuevXoWR0e6sSG/QnrCc/x5XhoFild+WTx8KmTOQ0YD+Hqlp1XwADsLa7HGVYofd52Vvz9SuRo7Cmvw3fbj8twqzc5ZBiqjKwznE2PBdAMjLgrw0oZvtx/DA+VNqLG6sa//kqRkaCjIeFndklr4xuUjovSZkjg01IUj6MIdJStkvrzU3SpRg6VEBqT/QvSYpNzUWR5i24V+XDjbI+NSUGjD6EhA+hrIOOVbUFmdLx759791QNIEm7fXo6tjeBYRDRsjHWDZZDCKO+9TuFCyhQA4tld++dkT2LZrBZpbKjA04MOrL5xCYZEdu9kXxmkSvII8Q41afhcWQJ1GAHXLiWxfqFM11+cEg5XskteNEHWeGmbNdOOcEYJsITgwno6j1lwnGALlPWXNMJKZET1mR1OIxSDJFInJskF3bFXMiqq57ptK/8zFXokIeAMRMdh/6xfuQFmxA8FQDC/uO4fn3jiD3/j5238C1QS3NeK//P2TklO6EfLvF07gL469g482rsUnVq7Hj66cx8tdF9ET9EtuptRsw+3ltXhy5TpBWs8cxHgqiQP9V/FWT7soYXLOh5JxpTLAYEa9w43H65pwe3mdUNLOlMveUfzKWz+SDeVLtz8qm8EPLp3BG91XJN/LzSjfaMK24kr81vqdYrBQqMS/dPogzo8NoyfoE0VMb4jnnalc6Xl8454PY23BdG+4L+THb+x7Dq1jw5OeDf/xXP+495F5qVgngUOJON7t78JLnRdxwTOMoXBI0N7cTAtNZtTZ3fjoijXYXTYRTQDwvbbT+NOjb8u9fOveD+cEKhIH8OnXfiiK+qt3fxCbi+YOnZ8eGcAnX/2+bNv/uPdR7JwHQCjUviE/Xu5sw/HhPlz0DGM4ovRMp8HB5729pBIfa1yLcos9pxH3V8ffwTdbT+Dza7fLvNjf2yH3dHZ0UIwhGhQ0pj7bvEmAmDdblOdI9DfxDFNecB5xCuwfLx7Fwtvt+qIHcWH4N5FIj6HI/AHUuv+bkuqZ2ExnLveZ4LK5JT2BkaDHOa5gUUDAHTe6+UFZQstLABoUwB3vJwO+o0HG50YvK5GOyVgQc0tva3ycVR6kIddK2obfYaSAZ+K64RE5F3huHlV5/szR0jAnwC89EVmgN6eXPC6Fa49Ykcy1EK2euX4aLxTiAWg1yXnGk0ik4/I/Q9TyHTmuWsLE6ryFNwZSwJEBXBj6TUnn6NVlSppA3zRJyMUjCThQ6uGVZ8T3aZwJY+FEtYdwr6Q5qkpIefJJTbAa8suMKOS6hsxxMrTYGcAgxzBDUS7jqlLmzBTZVAqpNPFCBBMubh4o55anljXfJwB/8l3OeRrki0sB87kMBL6NK2N/Iseqc/0xSm1PLuoY86/N5MS8n742F3udc52D5d5/859/IMRQmTXIsuzf+8uPztt+/qmXTuDY2avYtr4GG1dXooj08uQCmVjnZ9v68Nq7F/Dbn7nzZy8ywEVMz/jEcJ94Fm92XxHlVGd3SXSA3um/nD0iivN3N9yGMsv0mmh65l86fQhHh3rFe+d3q7R22ZBoULx29bIoCXr7BL3N9LY5Nfg3noso/m+0nsCxoV7xOKmM6L3TE+0OeqcpeR6fhgMVrttgxLmxIQyGgyg2WbHKxbz01Dn4vVyKneHhx+uasa5gDN5YFMeHetHu98g5FyK+eFTu/ekr56RFL8/B7ns6lVoMgv5QAN0BHx6tXTVrzPl3GlJzKQu+y3GJknt9GcOHgijvv4q/PvGu/EwDjwYLN3EaVDRoaNR1B334w823oyRH2oRjT6XPOfHM5XP4p9Pvi2JyG0zIZ7g8FkHr2FDO9uWpNMGU5wXklUvUeVZY9WskWnAtoYIKxy8hkR6FRuWEWdcoG2A40QFPZD/8saOIJwdlg9So7DBp6+E03ia4Da167hpxlo8yGsAqEBoAw6EXkBxXDPRYahDeyAGoVbMrBbiZmXQN0KmnQoi5NnJu3gSS0pP1Rt+Xn1PjYWhUNhjUZbAbt8Fu2Ay9unTOzVFJM1G5JRCOX0AiPSL3aNatFCXNqpRQ/BTGIm8jFKPHPSpjw9QVP8OKDZ5DTcWb1VtNTXT3hBLkdfK4vuhheCPvI5LslHFR5xkFJEuQns2wCSZtrUSVWFiYkVylizoxPlgxcgXe6CEE42fk3pNpGv00UAjcLYFJVweLrgVGbQ30auKH5lC+41F59nxOofhFhBJKV0q+748dl2ufJhPLWsdz8JonwG+sTspW/Hk5qpWoPFQ6jQDWfHEvrFrn9OgjFX7WcSKpEGLpCGxal3wumuyTKiTeZ2aOqFRpKVMeC++DL3pUSmvTiEOTZ5X8vM2wEU7DLug0uWvupcw52Y9Q4qKkscLxi4ilhuT+VXl6aFVOORefNfFNOrX7muspmfYhkRqV446G38ycSVIwXFO5RJVnkuPnWhPZoszVNnii7yIYO4toqldKtFleLXNSvxE2w2aZx9cyhCm5PsNSY1IOf/eLb6D15JQhwI+SHIvcDPPl+3dvqceerQ2S/ptZRcDz1VUWIP/hhbfO/qkyBjJCRdgT8OEPNu4WL9ai08MXi2JfTzv+7uQBvNh5URTtb2/YNU0pUwE8Xt+Ee6oasCa/GBUWu3yXnsH5sSFRlu/0deI7bafE48zlBVM80Qj+4dQBCbf+j613SLMUepg0VKiY2ASHLXIzUmt34a9ue1B+pnf+++++hBc6L8q1/3/b715QzSyVNz3bjPzvI/vwlXNHFjRe9J6+3noc/3b+mFj+H1rRggerG1FldUokIpJKojfow0AoiM1Fy9PzYTmEkRPyKHymeRNWOgvQ6CxAgZHldCoxBl/uasM/nTookZ4dJZX4eGNuchd6gW/3tAtok1Gfx+qaJKrAsRiJhmQuEYw5U7h5Xx79I4QSrTmPSyXQUvwtaCawFfMJlUiX9+8wFnlTNqOVBX8nyrXX/2+y8c4syvVG38Ng8Ck4jbtR7fxtGDSzw4UEoXX7/hkhKtjUMOKpYaQmDAHlGO/KK5dwU2tw/y/km++d85oJPB0Ov4Be31cQTlyZVTlBUuWh0I9h1q1Cme1TyDffP4GhyL2BpdNhXPX9I0bDr8KiW41VhV8Uj7Lf/230B/5djJmZwvHiZmzTrwfmwGdw4/ZE3kaf/+vwRY8JUn/6QB3DcOh5GDWVKLV9CoWWRwXvMTfaAEim/HJNg8GnxbCYXTQ9ISEqGCOsujVoyP/fE2Wm2dGWJPoD38NY5C0BnfIZJdLEJkw0ikqPCpBwLim2fBS1rj8Uo2axQsOSSPhryVC0G/2RTmxy3SnGwFj4TXR6/oJ1bQLGI1B2LPw6evz/ikDszKy8vC92CCPhV9FU+MWcxkAi5UVf4GsYDb+BcJzzKDe7H581y3apZKsdvy1Kd6aBSYVJw6zb938RTw2JAR1PjUzDyPQHvimvXELwdHPhv8ComjsiGUsOYiD4PQwGfqjwtMwQrqn+vG+J8VPu+GVYdS1zOgRk3Xz1qaNCS01eAnI/SNrTE5auvexbMppNT54HVDeW4AOf3TMvkRKF4MDLXcN4/0SHlFxOfB0VbIncUiWpvcWk934qjQHe8n1VK/BoXZN4ttIiU6vDB+qbcdk3Kkrv7d4OPNm4DuXWqegAP0fvmqEeKuzszXVrcYV4zIcHeyQdQONiLmOASp8h9r+87QFRVtkGR5WVxDxLAxfeKKGB8nzHBVGK91Q1StQk3zAdgFZtdUymLm4VkcZLFgd+dc02hSQm69oIQmNKg9GhI4M9YszNJVx8nQGvzIffXLdDjMLMvROE2ewqyqkWVNDBpKsXD4glmXxllxYuVeh5DQV/jMEgN5t+8S6M2jpRUPSUaBwoij2I0fAr0KgdqHX+V6jzpqff6Ply4861YU1J7ueppB7y5vW8hsMvotPzV1KKys/S+zdoKqBSGZFK+xFJXBWPlpszP5eXp4PbdPdEyHh+oUJMpjwYCb+EvsC3hbeCwFWtukC+z3w674seP5UCFW4u4d8Z/Wgf+z+IJlkLztB+PoyslJkYz2iiS8aZSv2q9x/kvRLrJ6BW5U5nUuEMhX4khpYSFVIp964lARVxJwm5fnrH9E5lTuSR/2C2Ucjwsj92TIyV7HdzPZG5ZCjWg0gqLh58mbEGNq1b3huO9cKpLUSJsRre+DACSQ/8CQ8qTPUwqi3oCl2ERWOHAywZTmEw2o2RWD8K9KUoNJQjkPCiO3JZvpc7KhQXz5vXz+cbSXZBlWeQklVGRhjR4TxNpr0yL/Sa3J1NuV5oRLBkWblTPQyaMjEceDyOXzTRLc+Ixiy9es71OtcfQaeZickgPqAHo+HX5hyv+cbzWim3ZNovhsZQ8Gm5FkbQMvdGwySR8kjkgdc8GnlT5kGt679KBG+uvYde/5s/Oj5F5z2u9J7IZsvNCLt0svlUVf21WQ3PXOzDN54+CKNBh8ERVv9YMTwWwAfuW4+lyE+lMcAQ/96K2lnAMf5+b2UDvnPxlCj0roAXZRbbtIk+F9iMOUoaDvTomU4g6Gg+2VNeI97kTK9e+nfj1hFORqZVuvxkdzPik6s2iHc9U6QO9xYyBDLC8TXmiJzweolOr7G5cHCgW1InvNe5wJ8FBjOeqG+eZgjIceYx3AgU5EJPpVnGx5xxDL7oIXR4/uy6UMtUID3+r8gx6HWVWJ+EUVMFlcoguVRyQtArpcHAjXQ09DLyTffCYdgx7Vq5Sa0qpHKbmquDwR9MfC8hJZD02BkanT1+ajnnnIxtkYO46v17MQSopIssH0Sh5RFoGTLO0yGdjoqy7vV/HSOhV2QjZ+SDoX2G9K8lDJczqkCDSK8uQLHjN+V7mjyuV4boYxL5CMRPzLrv7OsMJy6hy/vXAh6jYikyP4Ei64dEYWXGk+mSgcAPRMEz+tDj+xcZu3zzfTmvjemA/sB3xBDg2JXbP4t8033Qqt0S0mbIm4oimRpDMH5Bojh2wxZoVQSWTr9OKpNKx6/JM546fhfax/4UyfQYtKoCVDt/d85SOI3KhSPeE9CqDHBo83HMsw9Nts044d0Pl64I7cHz2JJ3JzrDFxFNBVFjboYmjzgGlsomcDl4RhT/WHwA5/yHUWtuxnn/ESJA5P9SQw1SaebEZ89nzvlA7JREchJp38QceFQZWxmHpES8gvGzkkdX7n+2MAVQYH5QjGmHYbuka1iSS+M3L08rRgerAQYC30V/8LvyuyfyrkQKiiwfnvHs8+AwbMOa4u9mXWcE3d4vwhc7LL+X2T4Dt4lNrmYLjQymc3JJejyGweAzsoZoMBo1taiw/zJshg0SSaMxwHugYcOIHo0kf+yEzPsV+X8+LeU2Taj8pWXz3HsGb7Go3CXNuXbdt2bettQZOdfWh5aVZdi9pQHPv3EGH390M958/+KSiYd+Ko0BliNVzsADZISKji96wwTrEa7C3GJG6B0zVM/8OKMIY9GIYACUvLl/oiogGzCTW9bmlyxr58QbJcz1X/GOCWaB+fbKrEjJT4NI9Uc6Jc+JOA2mM1hZEEkm5ZmdGumfTIVIzm2OZ8IIAHEdi4nYUClJyWXWukykhsS7uD5kBMF4YRSaH0WN8w/EG86+LiqAKsd/kpBqIH5SFBhz4XbDJvGqMsK8JzEL2eKNMC2gHEuncsOqXzcREl+40NPrC3xdPDB65OX2X0SJ9ePy8+R1qqxiGPD66cVz42Zp10DwB5ICuHZONoL+wLclZVLj/H1YmQaYwRzH1IhiWOTe3DiGVNpUyFS6BeZHRLEKD8a08XSi2vGb8tz6At+Q8eT3HMYdgn2YKTQwmIemcHzLbD8v+JDsY2phx7i6BGZdkyhISi7MBN9jzp9Y0MnriZsnoyc0rCy6VQIgzH2PKYzjJEoMVeLR94QvYzjWB298BPm6UpQb6RSZhFej1FiLKlPjxHnz4NQVYizOqA7gS4zBpLai2rxKvs8IQTgZRL2lBd0RIwaiuZD44xLaJ+kY52OR5TExjpRhmOKPYORm4m7nXEc0ZknfrczF2UBDznkaTZHkVYmi0BDzR4/LM81OkfB7NNLtWRU9yXRQomeZazBoKmE3bMRiJRS/gH7/v4shwDVZ4/ovcBn3TJuXnC/kb2Fko3X4N8SwI6aE0QzyetAomnbvnJlCTKeRaIAAPmWfUsoCSfRFmuFNu1firic2onnT/DiBGQMLu8UIi1kveDatRoWKYidOtvYs+t7l3pb0LWkYYsCGnQ1SvpIRdqq7GVzXmVK43EAlzWRZHj38TD0uJZFKTWICLowNy98pBDdlkM1MATCFsJDoxE+D8J4IkqMwNaBX/fTYf1w0BDaytwHLMVniSAMgQwHLlAYjAgsRo0Yjr1tF6G0XWz8yyxCYmsdFcBi3T3AGxIVZjREKlfr6iV6uWXUSbxWPh8qAvApUdmpVrugCr7NAsAK+6BFBydNoYcTApJpNeP6Jq3oAAQAASURBVDNTqAjLbJ8WgyW3IuW4zO0hUXEQdEi0HUGCJdaPQDPBgzHzOGqVTa6TAEumNniP3Pzp0ecyVJgaopBrQ1GAszdo5T0FCX+j5Wq4TRS6TmVAkaEC/dFOWLUOqWYwqxUSMNbAZ64zlPRjINopxgDTAwQH8hgXA8cRTHpRZVqBkVgfzvuPIpAcm/MeGGFyGHehyPL4nHNgvhRHRphCmc/XlcikygmnYafMIRp6sdSAgFXVuDFU2dkyPp4SECINYBorLuNeOAxb5zTwaAA5jbvQHyBJUEzSdUyREVCZLWTwvPOxDSgqc2K434egL4xoNCFGgM1hRmm1G6vWVUlTPRoFC+0KSiEHSPvVEenqS+f1hbfOSbqApcFLkSXvjuwm9wd/83H8JCSb1XvuT0wXGgIEFv7J4TfF+yfoj0BC5viJN2D6gJGC/+/wW8KQdi1hWuGnQTgSjI5MpjBuQDCD4XlGXJZbaAj80aHXBRfAaA9BjxuLyuHSG0WxE+zEks1XrirI7PlkongJt4oQdEevcq5IBTcc4gioMFMTuVulZO7GCjd/T/Q9wQRQGKJnDn4u4XVmKh5SyQBigkTvlBDrtaIwZu1KUTQLqcbIJVQaBOVRbPqNAg6b+zpJGFUrud9EfERyvUT1k21zpjfHcDexAcnxuBgM/uhhQcszNP6TEM5dh9YNi9aBOstqwQFsct6J0fgAtHnkBVGjztIihkFG6CnatfkwW1lyq4JbV4x1jl3wxIexxrETbl0RzBo7BmPdcOkLYdWw4mD2c+A9F1meyGkILPt9ktxIQ1wGcQRhCckzzXMzJJFi9O19MbyZEmAlz3z3zDnLyof+ANMVKYlOcY3OjMLR+yedMF/LLRuaK1BXmQ+rWY+H7mgRoiGbxYB7b8sdZbqW3Dqu0iK93QzJz0whzWk4kZhE4Gf2I6LPv33xlPx/X1UD/vOmvYInYF1xZtPK1Dz/LIkmq7KBVRALLUVcqCgkTgzZL/9xWSVwoK9LSGYIery/ulEiQhlcBp/XtfgVruf8NKFuzHxQC+o8w/A456e4GdHoHFfymTeCXW2mcPPNAL0oZt21uReYE55SlGkxCLIbJeUWpWztWmMwz5VK2Wem/psRjGspa6YPpkB+LJkdELwF8+vZYtKtEDxFIO6VKEf72P9CoeUJ8fwM2oqbxr45JePI15ei3DQVbXHri+SVEaduOtCOBoNlRiqVx+ArI4ws8DWf6NTFS6LcXqoQhJpJC2U4LW6GJNIeRBJKqoRz0qi5tvJmVExhtlBSVqxuWE4a5GvJubZ+YRftHfShON+KX/r4LpiNeuj1mv93jIEM4x1L9mahgMMhIaZhlQFLBzPeIOv/2/1jgkJnJQIjAjMJV0aiYcEP3GjJnFehYbmxwohHrc0tRg8jH32hAArnqJLIJTqVaoIURuF4mCm8/k6/V+hbl9K9bS4hTqDVM4RQMiEETLdX1M1iNuQ5yR+wFKEh0Rv0S0SD/AQsLyS4kBwEPDcNqMMDPdhWUrHsBgfzxawfvybbYXaJ2gLiYcshyXRIqh0yctX7T+gLfGve72S4CKaOkVUqNc+9KQjtpSlWRkmIQM8YSASeCcJ8vuONEw9wZeo6U75JYyJbWONeZv8s2sf+p2zwrI3v9PwlBoLfl1JPhpAtuqYJUNmNNQwYz1rv3APDTfDMc4lwDFyjK+liQvEECsZTfQjFL0l1AitKiOBX2qRHpUyQmJWbLYnU6GRpKysk2kb/4JrGJdN2mfmjgCmXthctVcg0OOIJ4uT5HvgCYSSTaZhNOmxorsQdOxTsyE+lMUBlTAQ/lde1QvAk0CGnALkACCbMLEhu4q9dvSRKa5WzYBpYLsPYJ6xaOWpXCVB7/eqlCUa+G9cRkZsgUfAU0uKSECebk2D5zwesKyiRSgkqPOIlSHfMc840hiSdMK4g+DPC8DzHmEYSCZnI1pfxloXaOB6Tev8bIRkSDs6HmVsuAYMsA73kHV3SsdkQ58zIgByXkaTjQ32oc7jEiKQxuaO0St6fqzPg9Qlz2D+Zzf1aQuAW0dwZiSQ7sNhKyoWlM9j7YuljwAY/qfEpvEgs2YMYFgecSktteq5oS55EAfiM+vzfkgoSen4kIOJrIPA9AXPmm+6B03i74iHeoLQh16hde/3010sVKsTsNI5CvBaAJs+ARDoEvZr9OeZXI8JAmRoRzgpiNkjmM8WHwR2Rx59izrve0t2lSFIM2EwzLaaHcnOLzCXcPbOrem6GEDNA8GB3nwddvaM4d6lfMAQFrsUBhm8JY4BkP6FkDFatQR7D092HcWfxapQY5w9d0Ut9qatN2PtIP0zPjUqJVLPEBXBDJ6EPEeQZhUc63SKjRerR3+ntEMwA0wTSbz3oF4pahqVvdJ09ufBJe8yznBzpxzu9nULJSwOEIXxGPVwGk4Aal0Ok4Y7dJSWXXzl3FC90XIBVqxPqXRLvCANhOomRSFhKMWttTrTkF09+v87hFgKn854hfLftlERbyPg4PpHTf76jVer8lxtDwSgDSZF4fZe8Izg00C2EQRwn9pQ4OtiLL505JM99qcLxdhiUVsA0jggKZQSFxqZBrYbLaJR+FLnAqtcnmQ3w1hOmI+jBZWMbZoKiriULDysvfa0pdLZTSoP4Cl2O0r75hBgC0t/mEio4ksqYtY0ScWB5XSB2VkCSNAwU1sgTsIVfQ7ntFycwBcs9T24FyZtV3TAQOQNtnhGJdBilpvU5GRyzhYZal/fvZRwneRs0ZVLeSUNKMBoEGOaZJFpAg4FjfDMllWVYsmqG8161CPVI3oXl6FmyGHn1nVa8/PY5FBfY0VBdgHtuWyXRAlYY3DRjgAp0LB4SIgz6bG69VXL10RRrehMoMNhkCvEzFJfOjHAqDpNaD38iDKvWKN/tDY/hjLcbW/PrUWJwYCwWxHBUCd3yOyZNbo+52urECmc+/vzYfvz7xZNiDATjMXT4PeLZ31/ViJ9buX5a2Joe7kdWrMFfHH8HP25vlT4BpRbrBBWxTyoLHq5dJfS3Hf7ZTGjLJVQ2NGB+3H4e50aH8N/ef1WUKyMiHEMigv90572oyUqBMCfPayZXAMGN9NLpyZIkiIryDw+8CrveIEBIk1aLR2ubRGlPlcOo8NnVm0WJsi/BV88dwzNXzgupEisnmO8nloKK9Y+33jnNGKAh8IlV64XxkAx+nf5nUW6xiTEwFA4Kmp+5fBoE7MEwc56cHhnE273tcs30tHtDPoQmMB1fPH1QjAmG//lqchVO9gdg9OGuynq82XNFIgD//f3XsMp1SnpGkBCKz5pRCrIy0shZrLB3OtMPtXaF6rfRmT/pmayY+HnXPH0TflZlJjd8leO3YNdvWtQxlPDqDQ6f57FgeOo6S62fFM6GxeTzWeNOboL5zqHXFKPE+nMoMD8s5Epk2mOkgCkKEiWxDI7Rggr75wVxPxOM+LMmHF29yopYOgCjhkpcd80IzlXflzAcelZC6qySKbZ8GG7zPWIMMD+fHaEcCb0q5Yw32xhQZT03XuMK95/OzRuQSyTifHMrzEoL7VhZV4xoLIGh0YBQVktzMa0G1iX0B1rSzB2I+PBq/2kJyw9GffhM3V7sH76AcDImPePvKG7CRX8/OoLDMnnKzW70R7xYbS/HGwNnsbeoCV2hEfFIT3q6RLHcVbxafj8w0iYLutzkwn2la3N6nESS//ra7eLxvtp1Ce3eMQlflZht2Fteg59v2ihef7bQw3ysrlk87+c6LqDL78Fl34gooQZ7Pj7TpDSqGYmEZik1ioSvxhUlpbQ3WbxkjkG8wu9v2I3vXjot1Mps3sPj0jslF8BMIiMqa5bXsSEQoyL8JwQ7yJNWyIyG5E0gV1mZssZdjDLS7WbhE1hWSBAe+REY1md4nQqV0Rm9Wotik0VIlBpdBdOul5GSh2pWihf9QucFXPSMiCFCb7nB4RZlfHdFg+TuyQGQPS40Vnh///f0IUlBkLohc/2UgwNXcXhQaTDD1M3dlfXTmgVxnP5g4x78y7kjODnch8OD3WLgMcpzd0W9NKzidTGqMxfQL5MWmvl3zodq++yc72I7CP6sCeuoFRCXIszjzqzbvxWEXmQ2K6FynaYb4p0rte0OOAw7pfqAJY1DwWeE4piYApaj9fq/KpwIuWijFyLc0LneFtommvtIIBQV9Hi2+AIR2Z1sVoPkkOOJpFDSLtfzo9LUqAwIS449LHiRuTZDhRTqCryRd8QQoJFYZvsFKamdaQRMfkeiPTceKJsLBItJOCC5HVI5y1RvJVnXVI5V9cUY9YZw+kKvYAd+9OopbFhdgd/57F03xxjwJ0jJCqy0l8Ks0cOpMyOaimOjqwarHRUSITjr7cEj5SR+GMcLvSdh0xpx3MPaWCOuBAdF2efrOdjjeKJiE7TCYKXGroJGmDUGvNZ/RqIMuaIDVI4EwX2+eStKuzU43tUJh9OMD9y1FXWF+Tk7DuZNKFvy3D9Us0pCwcw7MxzPsDxb2NLw+INNe/C51VtmgRPZH3yszYO/2/Eg3Xtp1btYGejzYt/r5xDwR1DbUIQ/2XUXvMmoGChcF4wOsCFRptthRgh6/D877pXP5RIq2FPHO7GquRwGgxbpwTi+/IPXpD/5qtXlk/fP+/xQQwvuKKmV1sRxpBBPpKDXaiSq4NQb5VzxWFI6l/m9YWmVSszAB6ubcXd5HTxxgnyS0Gk0cjzSSvC5fWHbXRJZyB43RkFoSGwsLFvQ+DC6kS00ioh34L3TSCO+gkpdWlWbLDCqNYIP+d79H5P32LLWqTNOC1uyuyVTJFI+mjUvpPb8Fio1vFWEBDMkVKG3S2FpXb7pftxqkpenF2Q/GzwpzWkuTTS9uXGhekZMqMRIEmRy1kppWfvY/yfgSVLUkpGOhDdLiYqMjgXRN+BFWYlTDAJ/IAKr1SgNhRSiGiAUjsHtsmBoJAC9ToMrHUMoLXGgwG3FmCcEq9WAUCiOWCwBnVaNK53DUn/e1Fgy2ehoOYSlrlqVSSID82MlxmUekQGSIqyPpntljs0lBA8SjHezRTuRrmCvCJIYkdfDrGvArSyHTnXiwLF2aTuuUauka+GG5s3SyngpsiRjwK23YCQWgEmjw5Z8pdyFZDZMA1Chakl1qtZiKOqTTdeo0Ynyf2vwPHYWrMAJTyd25K8QNHgkGYcnHoJLZ5Xv2rUKqEhCtnOcP+NZDnR7EOuN4A9/5WFpAGEy60Vpez0hmfxGkw5xLgy9Uo4Wi/JnDVwqA8wMAZq0MBgV5RcJxYUrutBsRr7aiGQ0DW8wJP3EyR4Vj6fQtLJclCMVdzgUQ5AUuOlx5T0C0cIxJBJsC5onbZxnthV9+fmTaFxVio1bauU6DQYd9GEV0ppxmEyK9Z5IpCSsH4nEhZiC18bvFuWZYHbq5ZiRMBd8Ejod71GPaDSOuu0OuQ6hoiwAetuGEY3MBnJFw3H0t40gv8iGUCCJuC8GnV0FjSmN0ZgPV8ZC4k3UN5bg6PtXsHF7nRgFkVAMrnwL9NE0zGoNyqry5Vq6Qx6JABCUOFPk2Ws1sBm0qLa4l+SdCIBKb5hlKPSHffAjD8UmG5rdSonVRd+g9JrPDlyyUiBXN8OfWWH4XNIdCqhpsRUIjArY9Jsmu76xJTLz5KQJvpVEmRebMSL55Zjk78kaqNHdnGdNL5e16E7jHvRLtQUVX9fsstt4Ev5AFFqNGg5HBjApcbzMp5SGQulxRKNJdF4dQTKVhkatxni/V/YFevgEinV1j6Kqwo2zrb0oLrTLOu3t82BkNCh7xMhYEC6HWQz8rp4xeLzhJZeZzSVM/Vm1JQgmBhFKDMGmLZEWzrmE3nV2UyZWX8zV1VA5dgLB+EUhGlqczCR+WnyZs06dL0RCpJZmVQBTQS7T3hvKLZEaZ6dX4pMMUC+Ba8PtMEvnwvJiJwpcFuh01/esF/1tKcGLsY1nHvyJKN4ebMXDZRtQbiIphjJw9BSZCjgy2i5T/baCRgnVrnNWodFWgtFYEIUGm/QEd+jMeL3/rKQE6ixFYjhQqi0F1wSlDQ34UFruFJrH82e6UbeiGKdPdKGvxyOKauuOepw/04OW9VWw2gx4+/Xz2LyjHqeOdYp3TgPi9ntW4/jhdgz0K6mB7betQOvZXnhGg3LcwmI79tzZhJNHO3Dm5FU8+enbpJvUv3/tXRQU2OAZC+K221dBq1PjyIHLGBkJipL+yCd3wpIVwqPxQKW6blMN9AYtdOMadFwZwuEDl2Tjrqh0o7jUgYutfXjwsY14+43zqKzOx/v7L8LpsoiBw2srKnHgrVfPijFQWuZUrvdMDw6+ewk/95ndsE9uOLmFhgRfHB/eI7td0TAZGVTofHnPNrtRum3RUFJNGFGufCucbjPee+sCqmoLhDJzOBrE1aAHdbZ8+e5gJCDv+RIRlJscKDBYsK//Etp8w9hRVIM1rjKJxlBpU0U1OYolGsLfx2JhCd2vchTDF4/AE48gkIhijbNM8CZX/CMyr/gdVp083XlK5sqm/Ao0O0rQE/bCEwvLeSk8xkXfkFw/j0msRX/YL3O2xGiTa/5ZFAWhr6wbpWQrsWjMQIZnn6VWoYl2sOTmv9Xy4exkSCAavTg2DWLTI9Z5K50Tb45knyvXeSPRBK5eHUE4HMeunSsmiL+4rpS9UmmCFRAWucpyl6yPRDwFjy+M4iIH+vq9Eu0zm/TyctpNEg0oKrCJkWA0asXeY7TAZmUDqbQ4JWUlDox5gpI7Xs4UDysI/PFexNKkbh9G0Xjz/Co6a0yYAhASoTmej9Iq+/Ci0wRyniz+CDYTWqxoVHbpecDoDiNMQi8cfwJW/WrcKPElvHip/0XcV/wA3Pr5WzbnEuIFllMWvbrpBV4NjWK1oxyNtlLBACTHU7itcOX0XsrWInllS41FyUdXmpWNmMvhA5VTdKAPlE21oL27eIEPQahGVTh2qB3BYAxX2gbwyV/cg7OnunGxtR/5hTa0nu2Bu8AqHv7woB/vv9OGhpUlGOz3YnjQB78/Iop3284VYrwceKcN9StLUF1TgOefOSYKcv3mGrS19k/0LBhHwBfGR35uB9ou9ItSp+K02Iyi0Hkd2YYAhcozu4kRIwC8ZhoqJaVOOY9Ko0LAH1Xygf6IhPv8vgge+eBm9HaPof3yEPr7vKLw77h3tVwLIyBrN1bj1Imua/ZToDCdUlVXIAZJY3MZgsEo7A4zvGMhMWI0Oo2EGBlBaV5TIZ5FZU2BWJ2kymT0obxaAdgRs3B8tFvK9ApLrXh/uBMdgRFR+j/sPImfb9gqgM7EeEoUPW/sR1dPK1UTqTi6gmOotebj1FivGJKXfEPy+9Ndp1FstKLSrEQbqOSpyHtCHozFQthcUIVAMia00wISzVPKD1/uaUWx0S4Gxo+6TsOhM8p85XkYuTrj6cP2whr8oPMEfn3VbpgnjNefJWG3PioaUuoG4+ckfE3FvlCFIB1Adc1wm+6VJkJkIuzy/oNsuS7j7dP7E0wIqw/YsEbpnsjvr8LNEIO2EsWWDwlSnffLMkCCvwrM90MtDY9mXic98KDSaW88AJt+3Rx97C+JEtNrSibud7ZTwnuWfHj0oPzOpJNJS7zL9HMy2kj6WZfLMk3xEEUfTXYimfLKMSqc65DvVhTCVF/7PFSVT6XdKsqc8l5RoRKlyb4/GhLZ7/EYxUWL68WxENGpzLBpS5FI22HW0GGbbw2ppdsjx5DPh5GbYLx1gvVRNe25kF+A3QI5XxcrNFKzSYI4nqWpTwi98cLnvVqaKXmi70pUgB0uyS1R4/p9mLT1OQ09ltCyPTOrJfSacujniXrkErPGgl35t8GiWTjvy42URRsDBJTRw39/5BKOj3XIz8XXKAW8UVJYZBfPnzlzKn2tlgoH4skyPcAw+4pVJXj2h0clX7/7ziZEwjHU1BXivoeVjYCKlQrdajNKnpyKn/PH5TLL7yq1SlGyrMNPp5VmE+OQ1AM9aCpOLrySMidee+EUGlaWYu2GKnkveyIy3cBzHT/SgfWbqsUbp3ceiyaRiCclL6jXaeXag4GIeO3p1LgoYZ5naEA5j5ImiCGZSMv1MC3Aa+I1KtemNFlKTbz4GcUbUa6F98ToQkZsDoV33WxRFnX2NTOVkP0e+1DQgKCnQnEbzKKwM39nFch6dzm2FlTjzJhCXFNlcSMx8T6xHuc8/aiyuGDR6CVyoJTyRRSv31ki3j4xChvcFWiwFcizPevpF6OCkaSRKFNKJlSYnaixuMXrp5SbHXDpFe+A2ILhaAj3lTdJFOHF7nPytxZXGXYV1eHEaA+Cyfi8xkAi5ZMae3ptRERzM2P4Mhg7N5mmYu00O60RdMfGPNz0+CLYzKRt+ImUmvG8zM0G414Bt7HzIEFbUkbHboPjxMoE5Z7MukahEZ4pREWX2p6UfC87wdHzJguf33RMGgrpNWz5rFFa2KZHEUv0yCbP7nVs1nKzjIFMc6JA7DRGwi8jmfbIBh6InYBdvwV6bbm0oeZ1MlxN6mL2egjET4shkMsYIMcCuymORfYJNz1Dx0ZNjXQsJEBRMXy8cpyh4LMIxy/K90gtbdHP9pIVxZ4n4f6MaFUOWPUtCMROCv3zYPApKa0joRHpbJkzV7oi+sVoMGprpinPufskzP37cgmvI54OwhfvkfSGQ1d5DQroelHUoUSrzMce35dRavsUrLoWiZDwmfH5DYWegyeyDzp1oYyvwri5wGuCVhpKsf8EjVdWfbCTYL75ARjUZFzMk7XLSBndMTbSUqlmr329phTlts9MtBAfgjd6AG0j/xlu4x2w6FsUkikaeOMhWfv8HDsYsllRg/tPJ42BDKcN/2X6RWTeU66XKfA01FCjzFg+K0WgcL4oe7nidKlmfHfq2NnvX+8zX7QxIJap0Y7HKhZXbnQjpKIqXxT7j75/WML01bUFonSp/A0mHfbc0QSbzYSa+kKJCBSXOGTwerrH8MrzJyX8zjSBy22RHL9yf0BhoV3wBjQuiortEuI7fOAyvJ4w3n2rFVt3NUh6gsLvUcn7vAoDVG/PqITp7n1wraQTMkKv+q7710iInykNet1bdtTj4HuXcOFcD1rWVUqao6tjCC/86LgoaTtDguVOUfjEQzBn37S6HO++dQHf++Z7KK90Y+PWOol0+DwhvPX6WdRvKEd4KIyerhGMDPnFkKhrKBYcw2I2k1zv8V7Nlul5+96wD2ZNRNIDnLysJsmemATuDUeCaPUOotbqxkp7EVx6E8rNThQZufGNI5iIiXJvmEg30EDQqJTcdyqdklTEOjf7r0cnU0cWjQ5XAiOCGag0O9AT8so1tAdGYNOVyTmOj3RL1MqtV4iTDCr2M8hc2/xRFG4o7WP/WxZ9WsKbSohTQTsr32Xb3g7Pn4tnwppk/k8lSeBRY8HfLq40aZlEKYX7ONo9/1sMGfL3k4Of3ii3FeZx6dHw9wb3/8xpDCibeANqXX+Ids//gT96RDbHvsA3oQ4+BZXKpBxrPDVhJLERVlo25ZvRPyH7Oqk8qp2/I/flibwjioTKdTj0otR+T10nGe4IfE7NG71QqGXjkwRDedAJqpyd8/hslUqe6ITCUmrTOVaVjl+FPgerZIgYnX6v7CvVVfmTXmih5XHBOdBwiacGcNX7d9K2msaLbPVsmY04yqw/jzL7L8h13CqSGI9Cr7YhmvLmbH08U8GyeqDL+7cyZjSyqPzJ8kh8C8eQa4yRJVJKs0RzIPg9waosVDjm7I9BEii27+YxaaSzDFSTp2xYXLc0MMgbIe2GVQU5jqOBw3gbqp2/h27fl0TZk/KaIFoaaZnSQaWdeWTy+SuU2tPHoS1wEWd9p/FwKVs+GxBPx/Hm0Otw6/OxwbERp3wncMxzDPF0DB+teBL5emVuJNNJXAi04rjnGGLpKFw6N/YU7EV7qB3RVARbXduxb/hN+BN+PF72AZz2nUQsHcMW1zYxLq5Hbq0k4DVkR0kV/teOe4TBj8Q5RLTfcW+LvNITCFQaCJu2Te+YtvuO6Y0b7nlgrfyf+c62XVPlbFS8d97XMvn7/Y+wtSrw8BOsjJhqi/mBj26T/+sbi1FW6cILzxyT0D3D6O+9fVHy8tnGAKWswiV5/Wz5YOX0XNETE8fNCI9PodFTXu1Gl8eL2x9qgVk3dex7H1orr7FwGN8+dhof37AGO29bPB1lRqiQY4kkQpE4bGaDgJ9yCSsyqOApoUQMG90VEu6nl393aaP8bNcZ4Y1HBE9QbXHhieq1OD3Wh+FoAAUGMy77R1BmZvc1NV7tvYAP1azH7uJ6+RuFlQGPVa0Rxb8pvxKFRgUgRg//5FgPRqNBlJvsGI2FsbWgSjZzckc8XrVGzsNNeG9Jg1yrGAJMQZU2SnXLtUQSIXlaqNl/dlFGdw7DCuy06JQwNvP6C2Hf4+ajp6eUxwoJjvO1FzvDmayJ54bFdr30hrnRKhSvCtkR7ynTSnbOO8hTi6fbmP/nGAh8Xwhjosle2VBTKQK8pHODKEhuhoyOEGtA0NXcB+UYOGQMuPEuBwujAlKtRr37f2I09Iq0UKanlkorSib7OjmeLJNkGoScBHONHyMCgdgpRJNX5X4Zyk+ATJfjWWOoE95+VhSwxTHpiWemE3htzO9v3FgNl3N6KZ1ZuwJ1rj8SI4BGAaltp3o6qCcMzCme/pspfC58RoxO0Fic2dHQrHbjcvh1WLTF1yTm4ZgUWT4g49rrZ1vsbonSsHPkRINfqS4gxXOF/VdkzsVTg6KIlTm/sPtX2iz/pqwxRhk434ViGMMTz189EerPm5eyWpWnlegWnw/bXDNakUj7JZqWRIZmm8fSTqR7iqR7IaM3U/dM7p189EX70BvpRa2lDp7EGFoD5/EB24ckErDatgZ2rQPfvfptJNJTuJ720BW8PvgqduXvFhzBkbHDeHngRay0rkJ3+CrW2NehP9KHscQYAkk/OkOdqDHXSJTgeiVvPJOg+imX4egFQbW69NdunZqRkWibTFa3vv66zs1QPPEE5053Czaguq4Qa9ZXLWs7ZwKDTvUO4MXWi1hTWoyNFWVwGo04209Ubxz1+W6YdVoxBj68vgXecAQus0kY+1qHhkVBNhcVwm68NhkF0w1vHG3DD984hV9+Ygc2rKzAjRBWk7zS2wp/PIoCgxWX/cP4cM16ST/8pIVhdJYZSR31knoPFE6ncR1PSWc0etHcAtl/fWaHs9nXEJbv0PviRsZIw0JBfFRi4UQ7AtHjCCUuSZRAFHCeVcL8DH8z5D9fmZdy3YonzCgI+8szp8tNVqkbN0yEsaulAyG9QB5vri6EHEuOKceWQkVzrTFYqChh2ARiyQFR5OFEm5S0MZpDDIVWzZLjcjEEeJ1aRkpyjKVynLjksEPxtglwYv8E82BcjApeM7EZFl2LdEqUqMsSQrRKrnxYogPEd0gJ3jjH1SyKkJgIVkwoPRxunlEgxiMNoHgCHWcGkQiZsGrLCpisigFNBkIq1UBiAKXGdTBds8RQmY/sZumNHJB8PM+hzOlC8eqZNuAzUkL6AUQiI+g4049EyIxVWxonzz2fCAB6PCTevC96VIwrpgc4T2ms8plxnlr0q6+ZwhuXYwUQjl/GZf/bSKd6YNGMK6agyiLXTYwIG3lJCmkGbwIrBb7X/W24tG7cU3wvDoy+hwv+Vny86hMwqRUjeDA6iK90fBmfrv4sSowl8t7zfc9KZGCHeyc0Ki16wt3y+xNlH8R7I+9gT+HtODT6PuLpBLa5t+OI5zBuy9+NGvPcHTtvycgAwTmJtA86AXbk3jAS6Qg6g/sRTPTDrClCtWUP+iJH4Yl1CGClwrwdncF9Yj9HUz5UmLdCk2fEWc/3oFEZUWJchxrrXgyET2EkdlHqYassuzEcPQ+j2iXRgOR4BBZNMc54vgtNnh7FpnWot92z5G5kjCasbC6TV0biyX7E47kbbhD5qlOXL2qBS2d3VR7CJBHR6YRBL5ZMYjAYhDcSxZGrvfjM1o0CmHuvg55RGnvra/Hjc62IxBMC2msfGcOH1q2eVm8/lzAaYDbqhM3qRgnTAXuK69EeGBW8QbOz5ZYwBCjEAKhVy9etjfNdpylY5DWYZnnPskmlx5BIDc1Di0rQll5C4debvxc+hjwjTKpawR1c37FUYjzcCCZmBZyrk26QfF3fcfTCtcAXcPuyXuf0c5GWtwh6zX3IN9+HW0Vo7PDVd+Eq/vaXnoF3yIff+uJnsOvRzZLu1Kts8MavAuNpeOKd0KlN0F4j0sX5SIwKX9c8f54Nw+1e/O0v/XjWua/17JgWYISKr+uRPDmWDRb9OgynYigyuLDSufBoK71/evEM6a+LrZe0QaN1JYzq+Y2acCqM5HgCw7Fh5RpUGmxz70ChoRBqlUYMCoeONO06dITaJarg1C0PDfJNNQbiKQ+6g0+j2vZxaOeoWx6NtkkuapXjMQntBJP98l6T4wl0BPdhONqKsVg7aqx3iPLuD5/CKsejyDesgl1bjlLTRoSSI2jzvwSnrkYiBlT8/LnN95LkdpqcH4RRzdK3Jli1RSgzbZlm0SnpA26CDC0uzSIfDnwZnuD3c+bULIadqMr/4qLygDQ4yhw2lNgsaCkhYtqE030D6PcHYDcYMBgIyOc84Qh6vD58YtM6iRS0DgyjxG6FTa+X7y/sXHm4bV0ttjVXS4XBjRLJ9WkNWOtaGCnRfwhlHJ7Q0xjw/XXO4bAZ70CZ839J5GGxIg1lEgqwlShZRog47wg6FVBqMqVsUFoFz5H9PQpBsQS98k+Z7+VkmZsAuzKixq/K59UqOW/Oz09cC8tdM58XI2Xi+JNdQNNpQe/nOncqmZbr47VnKnvk/VRa7kujJebj2vcg9zo+8bn0+LzXLg3QxoJovdAvaYJVq5bepfEnIeQWCYwF5f+gl2yDimfs0FXApptqhbwYDv/rPff1CI9xNTyAgego/IkgKkzFKDa40R0eRIujHpcCV+Uc3kQAkVQMmjw1bFqzcCtcCfZgJOZFnaUcleZi+c7lQDecOhua7XUYjnnkNRrzosFSiSpzCcqNFRK+P+M7jVAyhBXWRgUAOLFepmCGnNfUE3koMZRgODaEnfm7YNUopHwCFsxTw6F14Gq4C1vc26BX6fHW0BtiCFg1yxNdu+6nGE0OS1tKhnzYBcykKVcYnJL94tVYtNVyo6FEJ+Jpr4QI+Xsk0YdYakTCYUYNgTcTtdHjMWmCoVWZZeDIdsVwnk5thVZlRFJoR5mLrkA85Z8EBDFFoFBl6pFOstucHmXmzajANpg0RKXHkRKEah60eQb5bPZ3MnIlcApnfe8jmPTiruKPo9Q4lQtajAhqW5pyzDYGCD5ZijCvzrz3mf5BrC0txlAwJL0FnCaGwRSlbTfqcUdDDd7ruAqbQY+VRfkwarWocjpQaGFE4trKXTZ8tVpe/yG3njD0nZa5NVsyoKaliGckgK/9zato2VwjpaZH91/EqnWVePBjW3Hk7YvY9+IpFJU68eHP7UVFzVSUgwbE+eNd2PfCKfS0D4sH17C6DLvva0HD6vJp6TISYZ0+3I4T719G58UB4d8gMJXn2fvQWpRV5yvEWZn7YavpzhG89fxJXDzdg6AvLODgonIXNu9uxDbh+FC2sc5Lg/jXP38RW/euwgMf3QJtVlTr4FuteObr7+IDn74NW29fOamUj73Thhe+dwif/b0H4PeE8NqPjsk9qLVqtGyqwaOf2AGr3TTt+s8e7cT+l07LdfHcTeursOve1ahpLJ527RQyAvp8YTE6bk6NxfJJeX0xHviF2+Ed9mPtnqZJz1yYGG8wlmGuc1+PUKle9HfCk/Cj2V6P90dOY1t+C056L4oxcMHfKQBlGgOsYjJpDOgJD8r90iAoNrqxf/g49uZtwqsDB1FizMfF0TNC5z4U9chndxashV2npN6sWisarCvw/ugBtNhb4NAqYF0C/lr959ET6RYg4FHPEZQZy9BsW43V9jW4Gr6KH/c9A7cuXz5baiiTlADBhCe8x1FsKBEjw5vwotpcsyTCohtiDAxF9iOWHEI0NQSDugAO/RrJ0fjjFxBJ9qDM8jDCyV6EE90SemKaIJLsw2DoDWjVdkSTQ6i0fQRmrZKXdusbMBa7ImF/s6YQ5aatMKqdODP2XbGOqq174Yt3Q6YjjYQJo8Guq0Rv6IjwZZebt6LI0ILe0GGoVQbUWPagP3wC5eYtSI0n0Rs+ikrLTjEoekKHkUgTCKeEA2ssq+HSF+NHPV9CPL30jfVGiNWgxwOrGnFllD3BU9haVQ6dRi30yx/fuBYWvQ73r1qBaqcT5Q678C88troJZwcGJZVQbJvfguSm/m/PH0LfiF+sVxKhPL63BSsqp9fPRuMJPLv/rKQStrdU49DZLrR2Mj87jvqKAuxaW4siN9G3UwuYXtSYP4Qj56+i7eqw8Krz+CX5Nvl8WZHSGpmb/5Hz3Th2oRs/d/8m9A37sP/EFYx4Q5K22LWuFmvqSydBjfx837Afh8514XL3sPQ/qCpxKscssE9TRL5gBBc6h3D6ch8Gx5izzENpgR1bmiqxorJgGmUrN4NhTxAHTnegvWcUoWgcFqMO5UVObFtdhfJCh3iYGSHY8syVPhxr7YYnEIHNrMemVZVYt6IMxgkGzFtd6FVfvTKErsuDouzNVgNe+O5B9JDWNjWOwhIHDr3VKsr4V//bI3JPZMh87Zmj+N6X30ZRqUOMgEQiKYYEP/v5//Eo1m2tE++ZEvBF8NRX35Hy2LqVpXKOvquj+NE338OZIx347f/zQRRn1dZT4f79Hz2D4X4fWrbUoG5VqShtKv5ELIlNu1ZMGgOxcBxdlwZR31wmEYRsCXjD6Lg4IPwg2YUk/P3S2V689swxnDnaAbvThIraQowN+zHU5xUlnhGW/T79tXfx0vcOo6KuQAwYAoVpJL3/xnn85v98HCvXVk571gUFVtTXFQmvx41u3rTcYs+34tNf+NDP1LnZI6XRWo06cxlOeC4gnlJ6QqTG04il4zCqSa9vk/cKDC50hYgXSaHSVIw6czmOj13AYHQUnrgfK23VWOdcgXydE2NxPyrNJaizTOGriO7f5NwCp9aFanO1hPYVUbhqWEHwWNnjyjtKwAlOnRNPlH9AgIE0FMhOWGGqhCZPg9X21bBr7SjUF8r1EUeQr19c6vGGGgMqaGHXN2E8loZNvwrxNJvfRMSaSggRySiC8SsoNO2BVmVDONGFcLIHgcRlOFQt0E7U1WbEoHag0f6wHEOt0kqHLObzWdvKHtpU/k2OxyVyoFNbUGe9G+o8HYoNLXDqSLiikc/VWu9ALB0UQ4FlMFT+bLDBUU+Os9uiBkXGFjj4nawkplalg1ljF8PjVhMqrxq3U14Z2VM3PXKxslCZHLXuqQ11e/UCc6h5gFGvk/Nc6R1F34gPO9fWzDIGWEJ54mIv+kd8OH6hB539Y1J14A9F8ebRSzjZ1ovf/vheuO3myYne3juKrzz7vnzPYTWKYo2QqvVYBPkOC8oK7RL/pTLn8d440ibvvfjeeaFXpeL1+CPy3ZY6JUTJBXG5ZwR/+523MTAaQIHTIu8dPNuJd0+243OP78DahqnQ7P4T7fja84dEOfN6SftKZf/aoYv43Z+7HesbpzACNAT+/rv7cba9H4VOK/RaNdojcbx17DJCkRievG8jdCrNpHH0/ddPiIHE49JoudAZxRtHLuGxPS348F3r5b2fBmEongrwI7+0V8btC5//hijL3/pfH0RJhQshfxTtF/qFG4NcG93tQ/jxNw+gsq4Qv/LfHoarwCppgAunuvFPf/JjPPet90WB253KXODfP/N798vvJOmisUZv+yt/+RIOvH5OzpVtDLSd6UFn2yB+7tfuxB2PrBfFz5B/OBiV//XLMK5+bwiH9rUqUYO9qySVkEwoNOCZqADn1ZXzfXj5B0ckEvALv3sfHC6LYHMYXfjyn76A5799EHWryoSwKyNDw34MDPqk30CVVA79dBkEP4siqV/uCeMk/jEglk7gneHj6I+MoMZcNkGFz7SEIkwXtAW6EEpGJALLFECFqUiavHH+MoIwkxA5I1Tum1ybp71nUBux3jlVmTZTjGoTVtmmV8BRGBngKyOr7VNVb7eEMaAAbphvY9sXtZT0BBOXUWZ+SKIB/JteXYBAvA06tVP6RuvVpC6ug9u4TZSyUVM67Xh6tUVeGVHSBlPACyp3RdiyUUGF0iAwqabqun1xD05596PctAKXA6eQSMew2rEDtebViCT9ODz6OoZjPdCq9GiybUWNxTqvAcDUxmC0W44ZTPpg0zqx3nk73Lrim4r0nU+4edG7I8UweQ8Ki2ziuZBquba+aDJXNVfTEnrbn3hgk2xwz7x1Bv/8zHvznu9S97Ao8j/89N0odtsQjsbxb88dwuuH27B7fR3u3aawUnqDYfzzMwdw5nIffv6hLeJZW9hTIZ4UL7qyaHb3QHruz759Fk/csRbrV5TJtdHYUEodlfEORuL48jMH5Dh/8Mk7UV+hPP/WjkH89bffkmv548/dB6dV2dA3N1XAbTOhvMgh3d6o9A6f68Lffmc/Xnjv/DRjgB7+0dar+IVHtuGOTQ3SGIbe/5AnIMZBJjLBsTpwuhNPvXkKj+5pwf07VsFi1CMYieEbLx7Bd189Lue7e8vSSz1vtpBsir0nuGHaXawOAMpr8kV5F5Y6MNTvlR4XNAaO7L+I0UE/PvkbdyvfmRAqzNWbqnHs3Uu4enlIUg8Ubp4rJppnZYSRhs17GvHea+cwPDAddEt+DSpnRix8YyEUlTmlZJcRheUSGhXrttVh9/1rZpUDZ4QGzsE3z0s04r4PbZ5msKzdVocVLeVoPXkVg71jElnICNcamURJH97dM4byMte0iNJ8RtlInwdnD1zEhSPtGOoeQSwSh8GkR1FlPurXVWHN7lUoLJ9emjzQOYyvfeGHMNmM+OR/ewI6ow4Xj17B+88dR3/HEPJUKhRWuNC8fQW2P7gBBvN08p39Tx3C8195c9p7fM4f/b1HsHrHVAn2XBIJRtFxthvH3jiDrtZehP0RSbk4CuyoXlWG5h0rUNFYArNtNuDwes99LaGm2uxqlrC+TqXF3cVbJQrwUOkuBBJh1JWXwzQJ8BuHVqWViACNBxoC0VQMG12r4NBa8UDJLsEe0FAgt0qL/foq0m4FuW5jwKprFLQxw/F6Kd8phklbiWCiAy7DRlh0NbDpV2I0woYnMRSb74JNRyCFSlIJrCwwa5e/b3wsHUGrn2mDBOosq+V8Nq1LQv/vDv9Y/qdxEEh4sX/4RzBqLCgxkOkr90L1J8bw9vDTgiGos6xBR/As3hz8Hh4s/QWJJNwKQobAtov9sNmMQqw0NhpEZVW+UA6z8RFpk2kPNLdMz+POFKUd8rXPR6X36O7VaKxiGV2eeO13b20UY6Czb2zycx29Yzh+oVsMhMf3rhHWxsw4M5Qv55wx7jRstq+pxt1bVkxWNOQ7zNM+e75jAOfaB8VLX1VTJJ27KGsaSiWawZQEIwYOi0KhW+SySvQglVKYGce1wKrqIpTkWyUdIW2hJ47NTo7MU3r8YRkQpjSsJj2K3dZp1xBmtODoJTFS7tu+Eq6JTc6lNeHOTSvwyvsXcPBMJ+7arPDS3+oihEMWw2RYn14uQ9xUahnQngLoUwzLzrYBhVr73UsShs8IDa3ujhFRhDQWMsLv0pDo6RhGd8ewKHimGqjsJSqRnI6xadpYjZ13N+Odl88IZmDTbSuwZc9Kyc/TiFiOMeU9VjVkQvm5hXOjQ+41ifffPI9zxzon/8ZmREwpMMLhGQlOMwZoRLL7oN1uRFkpq6iufT3JeBKHXj6FH33xFVw82j4B5MzQDCtjqDNo8ct/9iTu/eR03pJIKIrWw5fFgBr5hb04+MIJvPjVtyZBePL9dBqd53uwbk/TLGNAqrRCMYQDEQQ8IfhGAqKQ7//0PPwRE8+VhsBTf/cSXvr62wL+4/rJAObklR5HQYUbv/kPn5ZzzzrGEs891/UQb8ZIccbJU+r/p/bqYqNivJYYC1AyB8jfqjEJLs2pM0kUPDPfHDqrvDKiV+tylOSyGy3bp/900Plc91XadIrFlsn5zyWllgem/e40rJfXjRRtng5N9i0oNzZMPsThWC+6w214qOyzqDA1ID2eQk/kEq4Ez6DIUAn1HEPSE7kMb3wYzbat8rtdV4Bz/kPwxUdvGWOgr88jTZYam5RIC42B/Hwr/L6oRAouXRwQtkQq2uXABtK7rytX+hRkxG4xivIkaVFGGPanB722oUw2x2yZazOn8l1RUTCttHEmqrt7wCM4AIbomU7IliFPEIFwTLz5jPB34gVoJHQPeBGOxRGNJdE14BHjQSInE+dY31gmuIPn3j2HI63d2LO+DluaK1FV4pI0Q0YYlWCqonfIi9//+2enXSPHIBZPYtQXFmVCKu9bXtjnIctQVAzDGUh5sQMUY4AAQBpW5453ysY9U6obimAwKxslx3egx4Nvf/ENCf/TuzfS85d22QQWz6Y8IRPnJ3/zHsnFv/vqWbz13Ense/4kVm+uwQd/YTeq6osWBC5Tjp2bUoWGD5uWzWtYjAPhYEyaCJ053CHKdqZU1hVNSxHI+IQJgM5DJJKYVsUwn5zYdw5f+v1vYaR3DKW1hVi7exXq11XDaDEi6A3hyqlOeIYDaNo6tzfqHwvi1W+9gwPPHpPvrt/bDHuBFSFfGG3HO1FSUwibezbHxJZ712LVlnpJk/ReHsBf/fK/ine/kPE9/c4FPPNPr8gauu/n92DD7c0w2Uyi3HsuDeDC4cuM0aO0bnrPmus9dy5JpIM4NfZ/UWO9H/mG62s2NBw5hdHYOax0fExIkhYm47jg/TZchpUoMU0nkrtV5YaZLHygQU8YsUhMFpvZbhLiCJbx0OpjyEtKy5xmsU75Mz0DooVpYQqzmMUAi90ki51/C3iCiIbi0Oo1sLosk8ChuYQpAJsQYmSVGKWJxE7CqJ7wMqGCWW1DJEkEaUrKCXNJOBlANBVEZ+j8ZFqAhoFhgkDiVpD8fBu27WwQeuVAgFUXebLhlle4hNqYf+NGz813OYQAxWzFSJGyrxmfY/pAGuBk8bNfS+jlM886n1AR05Pf3KQo6VxSVqCklNjz+0tPvYd9xy4LqI9RB0YMIrEE/v3lo7O+57SZ8J8+ugc71tQI/uDpfafxzL7T2LiyHJ96aIsACBW65DSisYQAIe/ZtjJnxKUsn1TAPwWGQEYWcalMHTC0/kv/5SFUr5jdRY0KkJEGCiMCT//bOzj01gV86Bd3Y9c9LXAXKg3ECMD7y//8g9mXkpcnBsFdj20QxD6jD+++ckaqC8aGA/jd//MhuCYa92QMuUz5X7YIxiALDLhoyQMsdiPsLjN+/QuPTUsTZN8rxyNb2KCI2BS3azopzVxCb/i7f/EcRnrGsGJDDT7/N58UZT69HXpaPOj58BLcY/c/dRgf+/1HcNfHd8GcdV2ZEkx1jnQh91y+5HNspTxHSnGmJOMpnD90CSF/BLse3YRP//GHphEFiaeeSMnfLRP4keU6dy6hNx9M9An27HrFqquYqG5bzPWwvTr1w2y67/+njAGCiw48exTvPXtMJgDXwK7HNmPvh7eju60fz/zjKwj7w4hHElixsQaPfv5eUfpXTnXhZYaYPCH5XtWqUnz09x+VkNj5g5fwytfflkXNhbHjkY1CRMEue3PLbOpJnZrUrqTIHUa+vlSqCzzxIVSame6Y+1h2XT6sWhe2uu+DTZsv+yVBJgQc3iricpvlxU3H6ZoKqVsn8qu5mhFdryzkWAyhM0RIAOByCkF5NGzIkMh0Qq5rocFC6egblXD+hpXlAm50WEnokyfYhKffOjXre4rxosfeDXVSbcDoBnEFBDYyuvHrH94txgqNFn7OoNNICiQXUFCphcfPpBAcePDNVkH7b8yi9c4lROMzIuAusuKuRzfAmT8VZh3s8cgcmU9odKxcW4HSKreAWN979Sx6r45OGgPsJcK9IeiLirLLeOn8ubdrVPL9SxUanbxXllDSCGneMNUlbz4ZGQ1IqmQhNK9UmBePtaPjXA+MVgMe/qW70LC+ela5ovQquQYjH8eybk0l7n5y16SCzf6+Tq9a/ojShPJmVCLki0y7RilX1mmkSuBmSd5ypc00hfJa7Pfchp+uYtJlNwY4odtPXxWF/9jn75GwD42DzMRwFtrw8OfulIjAaL8X3/rfz2D1zpVYu2eV5LeioagAXxgNEDIQnQaeQZ8cb9uD69Fy20o5/g/++gXUNFegcpWC/lyo2DVurLHvwqHRlyVdEEr6xSBotG6UUG5X6DzG4v0IJDzCORBJBVFtWoVK0wqUGeuwb+gpFBoq5Dt6lREbXHdMRhlulHBMPfEw4mkld5VphczGPXatUcplKNLOd5HNiG6GNFTki+Ikcv+urSsmc/iUTB4zQySzUOFnGdq3mY0S9t/aXDWJKaDwWdIjyxxXUgbROKpLXFLlkOkk1tXvkdLEmrIpINb4xHdpSHDjpLJfXVci3n/PoBenL/UhnkzJPTGdwYoFVlGcax/AtpaqSQOEQjBn3hLHnpGPQDiKAset0eI0l2zZ04i3XzyFZ791APnFNgnbc80y7+33hoU0pnFNhXj/EiWw6uG7GpJyQnq2XONdl4akPI8e60xpO9sjXmJ+kR16oxIp8o4E4RsLSo4/02CMkl9shyPfgjOHr+D8iS6sWF0mKTH+fPy9SznTEAsV7kc772qWe2VpJKMV5ESgAkzEEvB5wmJssNwwO21BQ9zrDUlrckcWX0EuodFCh4ih/IYNNWjZ1TjLEFj4BQMb72pZEI3vcgg5HdbsWokXC94Sx+0vfvGfcd+n9qBxcx0Ky10yJ27k/kPHzBu7go7Ai4infLDpqoTNVv42Pg5fvB0dgZcQTY3BoHahxnof7DqFUZMRhM7AS0Jwx0hxkWkTKi13CidOm+8peOOX5LNNzk8JNw0lzihx4CV44pxXKVh1laizPSrVcGPRVnQEXkYoOYA62yMoM++cvA4eqzPwilyHUZOPSvOdcOpXYDByHEPRE9Cr7PDGlBbadbaH5G9zsfX+VBgDl092orS2CBvvbJFwfvbfyPRFI+DcgTZJCQQFKKIAjJq2N6D9TBde+cZ+rNm9Ek1bmeuH5I+6L/ahqCofg10jkoMiGcVw75gYA7mE6YFNrjthmEHnSjAJFXiBoRyD0auwad2os7TArs2XkkN/YgSRVAjrnXsFRcqoAY0Aq9qJPYUfQEfonEQVGBEoNdZCl6MV5nJLf8SPc94+YesLG+LoDXul+9+7g1dwR0kjRmMh6SC4s2jhfRlyss8lU6Lk6HUx1869k+F1cgJwI2f+fq6mRfMJQ/hE07/0fiv+7jtv47b1dXDZzIK4Z66dAMTsEsCFSkNFgUQEWNJHL3/vhnpYzQa59s6+UckDP3Jbs1w3w/40QshfsPVSFVx2Ezr6xvD910+K4TBTmE5gaeXKqiI4rUYZl7NX+nF10CNphgxYkWmS+3c0CdfC/336PflOXVm+bE5DY0GJKLCqojbL2Fio9Ix48caJy/ilB2/dnCMrCD71n+7BN//+NfzNHz6F4nIF7c8qltEhP9ZsqUXtylIxBogP2H3fGnz9717FP37hx6hZUSyOwmCfRyoM+PmZwqgDOQBYRSDliXlKFIE8AA9+bJtUOWSEIXxGHP79i2/gH/74GQEZkh9hZMCH5g1VCAWWzhvCuck0yCd+/S784F/fxl/+wQ9QXOGUFuM87uhwADvuakLj2gq2GZoWUeB6Gh0Lorx8qt13LqFRwQoCSkl1wWR6ZUnXizypOrhpkgepUPjEHz6OZ//5dZw7eAmthy4LPoBGyZb71krag1GKG2EUJNIhtHq/KeH8auv9GImeQSjZL3+j4j3n+Rqc+kaUmndgKHICp8f+BZsLfk8u/NTYF2FU56PG+oB0N9ROdLvUqMyosz2MruBrGI2eF/rlzKMdjp5Ab/hdrHR8XD4bT/snDQWbrgYrHR/FkeE/RzTFBleK8OczY18RBV9r2o6R6FmcHvsyNhf8gVxjV+A11FofRLX1XgxEjuK891tyjfolsIneMmkCegXM62cQyRkhKQgnSs/FPmy6Zy3cpU6c2t86SRDC6AAV/tHXTuPVb7yD029fwJN/+Jh4DyqNCgVlLhjMBrhLnKj47VJUrFCaO+QSi9aBFodikWULJyKBhbWW1fLKFm2eHmud09G52UJ8wCrb9JrRmyFD0YBCipFK4qJvEF3BUaxzlUtHP0YLLvgG0RPyXJcxQA/qpQOteO6dc+JBewNhMQT+6Qfv4psvHoXdYpDSuUy54GKECvPJ+zdJGJcEQscu9ChhRbag1WqED2ApPhtLDD92rxLROXi2C0fPdysVAao8GHRa7NkwNR41pS48fFszXn7/Av7oyy+JV8/rIiaAFQb9w5mOZIp4AmE8/+45PLPvTBaQLg81pW589J4Ncnx5Py9PjJnf+MhufPe1E/j2y8cER0Ahg2ORy4I7NzdgxBfCsC8oYWwaXaVum1JWWeiU3hGMXBQ6LOgb9WHIG5TUCgclEInidEc/DFoNaopd0GS1ol5uIQCQnm1B8RQglgyCTNNlaHyJlCf6P4PX4Rpft60eBcUKIRFz+kzlMQWw9fZVqKzJh0ar7AM8xt4H18rxTr5/GUF/BFabER/+7J7J88zMxd/+0Drx/tsv9svneb7mjdVSqrh+R/003BCfxV2PbYTDbcEJthwfC0pK4oGPbhWOBHrsjDBkx4/dhTZs2FEPd9G1qbpZSbHzntUS/SCjIfkPYtE4KouKcNt9LXK/M8sG+Ttz36zmuZbQcIlHlc8xajJz/1ysXAtTteztpA1a3PPJ3Wja1oB9PziIw6+eQt+VQamKePuHB7HpnjX4wK/fh/KGkuu+t5kSTgwinBzEevdvwG1ogk1bgd7QO/I3T+wigsk+lJlvk9J3Rgb88Q7x3IkpiCRHscb1S7BqpxNGUei9G6V74nTRqRyyPhlVKDCsQYFx3WTVAPlsNKoS6ZmTLd74FTFaVtg/CL3aDquuCkPRkxItoJApl4aASVMkhsjxkb9BMs1SfNwUWfbZIhb06grs++FBXD7VhdrVFQLcYTiNSv38gTbBDmy+dw2uXuxDfGKRMMflHw1KWOvOj+1C1apyfO8vn8NYvxcltUViCOSXu6S2lg8hHkvAkW+9ppXZ3jYAk0WP4tLlA3Jk+My52G5G6L3eWgCTWistgRPpNBpsBTCqtVjtKIFOpUazoxiNtsXltCR0lgjAqlG8LaYammqLkKdLCwsX3yQFJ+k5aYiwMVJ1qQvDUVZPmPGxe9eLB240aKQHN8eBdbgsvfvtT9+GqkL3JLMXIywFLhN+6YnteGhXk5T7EWlPhcpSvKpi52RJHzfPHWuqUZpvQ335/J4Nz8nUwK9+cJeQ+/QO+wS9T2+tyKkQGdHY4HWwVPBTD26R8kbiBBjKZ6kh76lnyIsxP7ubZehW8/DwrtVYt6JcyIfiiaRcl3PiWqViIksYJSAzYkt9qUQCvIGIjKndbBCOAbfNjNdOtKF72CfKvjzfIYq/9eogfuWh7bg65BWFv7amBO+e60B9qVKhYTXqMeAJiHFwur0fD21dhYYFRhioOLm2qAC5STOMS7Y9/m+yGgTIxbA0jXYC40gmxDn96d+6V+Y3PXaO20c+t3daCd8dD6/DtttXIhFNwJtIwmw1SoSPeJTHPrlTvktwMI9lc5rx1D+/hVXrq+S9DIB43dZaCbnzkO88fxKVNQVCRvSLv//ArPVUUVsgr4UK1zr5AviaKb/7px+e9d667fXyWqhw/GoaS+S1EGFUgJiByoprPzeVOk94BCgEUc8ss/xpEBqUtS2VqG4ux4OfvQNtxzvwztOHcXL/eYn49rT14/N//Un5zHIKy9bJBUMlS1Gp2EpdSRvG0wEkUkGMRs9NhtwrLLdLSJ4GBJvZaQkQXMReToOjxfVZ9Ibfwemxg+Ltr7B/KIsDZ7aQHVchxTNOcuPoVBbEU+woqoZOZYNWTV6PvKxyxJvXVPiGmI5Ev67b24wf/PXzsBfYJGRFr3/3B7Zi/Z2r8dYP3seFI1fEUyA5RqZa4PVvv4e2Y+2yWYUDUTSsq4Gz2A69QYc7ProTb373AN5//riC2nVa8JHfeQhOWvrzSFmlWxbZcsrIkB993WNYN0GkcqPFrNGhwabU8mfynvy50qx4UTbt4sOJVPSD0RHoTFr0R4ekJWZpcRH6DTGsc9TCnwjJew6dDcOxUTi1dkRSUZwP9KDSWIqyCivGYcJQYhjjCV6jCed9l7DRuRqrm92waSwYjXswEvPAqbPDE/cJh3ZdaSVqy2YreXr0/nhE7rUo3wqnywSTRodAIgaDWiN/p2FhUGsRSpI2VIOkdPBLK/0Z3CaUFtmlVTOFij2eTkqb5P6wX47Ljogrq4vklS309vnKFqNBKxTFfC1EMjwL66y501YalQoNZfnCVri6ugidg0o4mJKpwe4a8qCywIG9a2oFRHGlbxTl+Xb5nQaBN7RwAOahV8+gr3NYcs4lVfkw240Y6vVIoXrzljoceOkU3MV2QfjvemAdjrx5TqJD+SUOWZfOApui1FNprN46FWFpP9+LU+9dEmPcbDNg290t8t5Q9xhWb6tDPJrA5bM9Aupbd1uj1LTz74wWrNpQjcNvnJNjugpsqFxRghPvXEA4GIHVaRLj/mdNfP4Iens98oxLS+cP92r1WomWUkgQxHG5mYC75RTOO6Yp6MStuW0ljr56Gl/5H98X4+DA88eX3RhgaJ8KNJToh0VbhkSK1V/KGiP4z6hxo972KMxaxYhjGk+dp5fPxFI+RFKjMKjdCzIIMk2T3IZmOPQN8MU7cHrs/0qEoNg0d+SYEQZyD/BcFlWJlD8yKmHUFEiaQPDuP8GqoxsSGWAZy0d+9yEMd48K2QW9j4Jyt4S+HvjM7Vi3t0nANu4Sh1i/zCMxDXDXx3egaXcJIlEvHPZS2ErHkacPIZwexvpHCtCw5XEM9F+GQeeG1a2FysZWripEU8PQqR1iYfExW7RVch0dlwfx2vMnsfP2VahtKMaBfa3o7/UoHj3pHNdX4cShK7IIjUYd9t6zGt1dIzh5uF3uZc89q+FwmbGfzGhDfpSUObF+Sy1efPoYujtH0HF5CHc+sEZq92+kZE/QuX5erHAxUFnbdVaMxr2iqOnhswEGc2DehB8FepcYAsFkWBi4SOBEQ3UoNibNPBg1IJ93ubEY2okOj3wvmAwJnze/Q4MilFLq7Pn3BIGXebMR9wRDHhzqQrHRKlEK9l6osjhxxtOPRnshrvhHxAhocZagzT8s/18NesTDDyXiuBryoNLilJ8pFq0O/ngMjY5CXPINocbq/om2R1bakbIXOnORJCLJkzTFqfY+9I76EU8mUeSw4MSVPrR2D0nUhGOm02gk3cDPLwb/xqlRUV+slPj6wxgb8mHXg+tw8eRV9HUMy1rc9eB6vPGDQ2hv7ZX3KxuKJGJQ11KBrgt9suk1bZ6eemI0oajCJcBApn36r45Ir4CAPyzGBktZS2sKsOVOev55Uhl0+PWzuO/JnRgb8uPC8S5UrSiWXgE0PKobS7HjvrVifPwsitNhkv3BnYWdmktohDWsqxZwdV/HEI6/cRb3//zeZQ+p30zhtdvdVtz2+GYcfPEE9j99GAMdJD9jx8flU3xU8vmGtWj1/juGo6cRSQ5Pdox16VeiwLAOZz1fFSAgS8jZnK7O9hgc+jrhATgz+i/i7XNfVPAD9yGW9mMkehpDkZMIJnpxNfgGrNoKMQL6wgcwED4saYRYyi8U+PyZYMIxpiUSPYJZGI6cEUOFXAeMHrj1TTg1+kXYdTXwx7vk/C59I/rC7895b8l0AqPxQbh0BVIuf6PkhiWVGO6qaCzN+f5cVqG90IiELQqjphrJND1THzyxEaTGw1LjaSh2obLYCou2GEPhgxhLpABVC8LJAdilOdJlUXMmTTHUeQZU1xWivDIf4ZDi4XhGQ6isLkBXx7DU4ndeGYLXE8Inf/kOPP/DI2I8MC/InGPn5SFcPN8Lm90kob6PfGqXXCPLlRgRKCy2477HNiyIWnSmKNbfT7bWjArXrXcKnWa1qUyMAXr35aZiWRClxkJYNCah5xyMDot3z7aeVPQunUMMCf6fHE+J4jeo9fId/m7TKt5Muck+GRnI3O1cHbaGIkFR7g6dEUaNFt2hEdRa3fDGIxiLheFLRMVMYbqCvzNiQI3XHfTCbTDBpVfIlHzxCOw6JQxXaXHIefl7LpDgzRRGBQhyJGtjicsKq8mAjWoVzl8dlN9LXDaJCnA+MSJQ5LCiviwfO5uVErb19WWwTYSQFyI0cLU6NRIJlUTe3EV2HHv7ghjhzVtqEfCGJGKmN+lQXOFGfUu5rM3qlSWoqCvE+SPtotgZPcjetJn/Nhi1imelUgmXiI/pPdaIm/SSDuS5M5Jf6sSqjTW4eLwTa3Y0oGFNhRgiNDykGsBuEGNh5wPrYM9BgvOTluEBnzALEii52LUu0SKHCbfvWbWgahn+fdXWesm5H375JH74ty/CVeSQqgLSCktkUCjHk5JS1Rq0cBffHHDZtYRpJZIKFVUViDEj1SMTRgzbPRP4zRffz0Q/llMYFVjl+Lgg8ult00Mvt+wR5U1d0OT8hJAHETvA8LxD1yDpAeqVJucnMRw9hUCiR45D44GdcokviCRHpFKAL6YblGgD2zg3iPNJ796oK0C9/TFYNKVigMRSXvlclfVeuTYeg9gERgCaXT8vAEamJ6qsdyPfsEaMBRoEvB5WEVBoWKywfxg6tQ2+xCie7vkyHi//RRQb5if3ux65pXgSlVbFTmlwxP4FbFGskDa4ocrTQq3SIZTok1CnWVsmFh4jAqRCZkdEs7Z8mqKVErysBUxFzo2MoCUizUkWw3AWLXK1Wi110KePd2HH3pWTjVAkr6pTSz17Rp8QBEbFs1BGsRx3+hMnoSE3d6NVKa3JliqTEubO3Jc2TwuLRYm0ZJdmMWowM21RbVI4582mqeYuTC8sZIwqLA48Xr0GJo1WvldhdsCs0f//7L0FeGTpcTV81MwoZtYw8+zQMoPXXrNjO8bYSRwm54vDcZx8Sew4jilmWtvrZead3R1mHkkjZqmZQf9z6nYLWxpJo5n1/l/qeXpH23D79oW3TlWdOoXrSxqkXFBnyxeHzvLAjaWNMGt1KE7bhD9B3kQaCjeBZQJ+Gx0VCYoEENlsw1tpFQXKol3qVspahQ4FMJEUONHW1JXJI2ucpUBrKlfKFcrc88vbup3KmF4pQWScOAEAa94sGRRXusV5M1tgNBvgLLBKyYBZusEer4CG6o2l00SUapaXIZ0slus/q59AvgF1uLJ68xNP9w33b5RMIUsVLP/tvHudCOYIUz4P2HnXOrnXroQ5fzWNLYQERQsNYuerMUFexTt/9zZ0XexFT+sAvvK572HJxlrUrKiA3qQXRT55rWUA7/q927Hnga1YLKO64UDnsJR66Nx7Wwfkb7Z8tp7shMVhVvgnOo38TbJ39t4mP+UX//EUBruGUbe6ClVLy6TEwcu1v2MQR186jZYT7ShrKBalwalrwpV8txxn5MmY+3JzbgI46/Ql5txdOYzqS0ybUQJFXXai2FCT7t05P2PWFqFGe9u057nisGNhJiM3ocysBJYTja2QfGSNfq/KeqP8PYqArG9Xmz/wawEG/OGoMKxJtHLql4ypnZo1UzUECAKUrIJRO652lnWsOvXkYTBHD7Ti4tkeSenrdGoZesK2J4vNAJNJL9GNZyQkWQF+TU1jEXq6RnDs4CW5ICtrC9G4tBQvPHUcD37vdRSVObDrxhUorXDh6MFLePwXh7D7lhUCLuZjipLV9AhZ6bmPIJkeRjRxEbFEK+LJDqRG/TKnnp9T5Zmh1ZRAr6mDQdsArboYapVtxl7Uic5DcQusd9F5siSgEf3uSMoDsyZfUPHUm3QuZYnR0RiSaT9Saaa7OxBPtiOR6kcyNYz0KGVm42zUFilPtcoCtcou+63TVEGnKYdG5YJeZYPBQGeifEc2oe/OoeHgViuXrWGOLFt2XSzEmPJLpb1IpocQiZ9HPNkmvyuVDshvluFceSZoVA5oNWUwaOqh01RCo+axVPQg3iqbqDiXNRIBpzLNrRltBpvLAptLUacjIXD19gaU100npeYa5DNbLzu3S8tG/fxeEguzRrExPmY+/gGk0j7EU7yu+OhBKk156xCLSdLuxSAij/NR8ixy7JVrqwxadQlUKqtcc3l5+nkDcA5kevXZU6hpKJIxzOwceO25UzJ/oKquEBu2N+DsiU6cOdYha8vOW1bg6P5WKT8ygDi2v1U+d+LgJfT3elBc5sSmHU2zzkCgLd/WhD/8xifw2DdewPFXzuDQ8yeFKyWS1pRONupk8A+zOotpR148jW99/qfCFSEYFMccS8hrP/3So/jll59SHLJeK9mKP/rGJ8aEhljmZdmXokndDx1QHLnofFBsSC3XyIptTaKI2LShblG/e7FsVHhJSRlElxxNiAidWWOVLjP+jkQ6Lq8pmVAjTGoOt8tkP6Qc6pf3sH2dr/E93GY4FUAkRfKgClaNHZo8nWwjnPJDpzKIui3XPZPGCr1a6SLifgSSXgl4OWfnWtivBRh44XizEKp+794d46495307v9t5ycpy1DYWy2d4ITWtYMSYh6blBBlA68V+dHeM4NZ71o2lP2+5e60MHuFNx4WLddHb79sgz/E9TK268q24//1b5USbpwz6mIspi9f4/yvRWwLh2BH4Iy8gGNuLeKITabDXnzdEKoMKlawHnWqeZErsMOs3wmbYDatxN9QqJcqc6IR8iW5o8pR9jKa8mVSUFv5EN2zaMoSS/QgmBlFt2T7ngRrZbEAi1YtI/DTC8WOIxI8hlrgkCzd/C8dSUxI0O7s788tl6LXE63IMdFDn2WDQLYVZvx4W/TYYdcvlslxMRxpNtCAUO6CAkglGMGI17Jw2dVI0F1J9CEb3wh95DpHEaSRTI3Iu2IfMIsv4b+LvUQPCmdCLA7IYtsJquA5m/ba3HBTM17KEw6ylR+MIRt8UgDdTZMLzyN+r01x5ClO5ttKIp7oQjL4u381rLJlmnXnidTXxHGSzgbyu2OWvydwfThg0tTDolsOkWwWDbgl0amavlPN9ufPCDgcSkKk4yLQg9QS6Lg2haWU56pYoRLRLF/ql9ZE6BgRKna2DqKO+QVorg5g4AnnfK+dQVV+IN186h8qaQvl7NuPas2RjHSoaS0WzpeVkBzx9XglQxqcWVqNqWVlO8HX9e7bJoKDCeeoMsKSz6dY1l1WCpJU3FE86fgajHr/xf96JbXdvEE2YkT6vtJLnqfOEM1DZVIolm+rhKrLn5EBcyXfnsokZy9ksFIujZWAYS0oKoVKlcdz7Bs4FjowBg03uG9BkXYt4KoZDnpfRGjwtAZZObcCugrtRbKgU4HDY8yrO+48onQBQY43zOiy3bURftBN7h54Qh89VvtayHJtdNyKY9OLJ3h+hQF+K4VgfoukIKk0N2Flwp/ACTnjfxBHvayJsZ1KbZeru/xNggO1gHBqz2EZSIB8zGW/iolL7pMieN/TU6Mdo0skja7y+LAseocq0IT+bVeBLIZo4h+Hgj+ELPyVR6MzpIMWxjoJtNDGkU0F4w93wR56BMbQK+daPyaLMCClrgUSffAeVsSKpEZnLwAXTF+8QpxxNKUIvc5NLTWei5BPwR15EMLYfiWQv0qPBuW5BgA0XcwE5oxGk4EM80gl/5Hlo1YWwGHbAZX4AJv06AS2Lwa0Ix4+ix/N3SI9OFrUx67fCpF8LTZ59wqSxALzhJzAc/BGiiQuSqZndWIBIgy0VKf6etFfOpyf0S5j1W1Bg/ShM+vUCFN5uRiDgCT2EXu8/SjSey5ipclveD5vxpiv+Pjp6ZsOGQz9FIPKSZAIk+r/8JzOPdAYsxJToKu1FPHkJ/ugLUOVZ5Pri+bYZbpDrixmE2dTdJEAw6RDMiBWRTLzn9tVoPteDV545hXveuwXbrl+K5rM9eOXpk7j5nrVSluQwI35/NJKQQU7OfAvWbKrFOtFjsM8ZlLH2vnbPcnnM1ajB8ht/eT8WYuQq8LEQ4+9mWWDDjSvlcS2/O5d1jvgQSSTQVDx7N5A/EsPL51pRne+EWpsQMLDSsRkNllUS5Rs1nEmQh+bgCTQHTmBP0X0S3R/xvIZXBx/D/eWfRHvoPI56XsX1hfeNgQOD2oxwKohXBx+VMfc3Fr0TsVQET/f9BDaNE2XGaozEB5CvL8Ftpe+XgXd8bYltrQjlHfK8hK35t6LCWIez/iO4EJgumf5rCwa4kFKshnV0qrUZdVrpJWft1qRnHRgirkLWNI1saQqpTEVu3E4wGpcIntug8XOUZuVzJr1uQSp4uay8yi2Pa2vsIVXABx2iL/Is+rxfRCzZtuCaEFPxodh+ROPn4DDfiyLbZ6CRhS4PLn01AvE+mDQu6NTmzJAm1uMLYNUWI5gYEGc221wGJVLuhi/yHHzhxxGOHVcW3EW1tETjntDPEYi8jALbx8XJqPIuryWxUGNmI5kahEZll98YS7Zi0P91eMIPCdhauLHl0ScgLRI/jnzrR+C2fEgc59slS8A0vDf8KHq9/zQrECiwfQoF1t8UZ3tl3+eHN/QIBgPfQSypiLAsphGwxpJ8tMITegR2482ocP8L1Hkzt+61nOuVVD81GyhOVFGdj5OHLyFG0SWtWkoqLBP093glY8iIl1mBvS+cliCE8snMTHa3D+HEoUuioFgxQTHx/3Xj8bvQP4Sj7b0w6jTY2VSD5v5hWA166DRq9PkCKLJbcaKzD7FkElVuBzZUl+PS4AiOtPeI/9i9pFb8whvNHej3B9BYVICqfAe+/8YR8UObaytw47J6tA97cbitW/RGdi+pQTSRxOsX2+VfPmhUk6UzPuM7BG98GI3W1XDqFDDRGjoraXtG7Oy48iaG4E94RK22M9yMEkM1aizLJinSDkZ7JDOwo+BO2Q7XmDJjLTrDF1FoKINRbZLvc2oLBAAwC8ByAqXwGag1WlZBrzaizrIc+0eex9sGDNDx//dT+2A2aNHcM4x1dWW41D8iTv/jt2ySA/6jl45i0BdCIpVCdZET7921Fm7reL2QNbHOQS9+8NIR7FhWjeuW10jv9WP7z6JnxCftVduXVePmdU1ysVypvTULM8GAQfpNA5EXJOpSUrBXbqlRH0aCPxWQUWT/HHSaEpjU+TAZ8ycTAPMAg0YhtOlV1jkci1EMB3+C4eD3xMldbUumBzHg/y9J6+dbf3NSpmNRvyc1KLyGUU2dgJ1e7z8gEHllUYEOAc6A/2vIgx5uy/uktv12yAh4w4+g3/cfswABG9zW9yPf8mEBArPK7KaTGIyNiMCVScPavmoa8BgM/A+GAv+DVHpcf+HqWXqM1zGbscZ/2/0b5L4hJ4Byylv3LJXOJKvdKAI7q9ZXI7I0LmVIZg5YQqxbohAvRdDJasDt79yIUDAqYlhTRxz/v2yBWBwPHT6NUodNQAFBQKXbgefPNCOVHsXuphr0egNoG/LgjlVNeOLEORRYzfKZEocVzQNDsBj0ojXiCUWws6kWRq0GDpNBtsNZLRuqqTmQwi8Pn0KJ3YqWwWF5z3AoApfZiCKbBa0DimSwJk+LDa7dKDVWozl4Ei8OPISNzj1Yat8guixmjQ1FhnIBA/yX0T9l6RXNgpnaPxVNApoyUyYvw93iPaQSAJC9d5R/lVeVd2aev0aE80W7MunIu4d8WFdfhlU1JcID+NRtW/DjV47hYs+wtFbtXlkHh8WAQCSGbzy9H4cvduHmdcqkM/5U9lc/+OoxbGqqxJYlVTJe9gcvHhG1tk/dtlXU2L793AFRcKNa29slyppoSr3ciEDkRfR4/+4yQEB48ZkLiDVS1kpnNzoyRtes25c4/gRa9bjATs7jNYdDyJq6Rb9FgMb8TampK5d4lkNweWOKd8D/DahUNuRbPnRVhnWkR0NCCtRruej8k5QqlFr04p2P8d/yn1Cxhcj8zms2eGQhlk6H4Qn9Cr2+L87omFmLL7L9NlyW90CdAZOzWVe4Dy3BTpg0Bqy0N8KqNU8CAsPBH2DQ/zWkR8Nz3Mtx7gltnEMwNyPh1mG687LngV0EfEy0wpLJrXxsQ3ZMSC4SBBRNERdiRwIfY8qfHONr0U8aaJV9LRCMylRMdjtNfN4fiMJi1ucckb3Yxij8odNn8GKrorcyF+PSsqm8HB/bsGHOn2HG1xeJYlt9FeoL3ZKqp+pmLJFCIBpDqdMGDwd1Wc2oLXCJ5sZggBmrCLbWV8pnmAV46VwravNdqHY7MnomeXCajKLnwczCSJDXdARb65TPEEg8dfI81lWVwqzXjkmLp4Q86Ee+rgRuVwlGR59Fc+g0GqyrUG1uwki8XzIATh3n2CQVLprKgBJjNV4ZeBQ9kTYU6EuEHEhgYdJYUKgvx8XACVg0dsTTMfREL2GpbYO8PtPi69YVIYUU2sLnBZh0RpplYN7VtkWFqbyIG0qZVhnFhe5BNFUUwmrUCR/ApNNCr1PjXNcgfKGIZBIG/aGxzw75w/j6k28KELhpLVnyavQM+3Gmsx9mgw5vnmuXtI8vFJVswcpqagm8/cAALZHqwYD/gNREc2UN9Jpa6LX10KgLZLElIYrdBMlUv5QTIvEzmTp9biMQ8IYfh15TiULbZ4Wsd6VGYh+JcYwYc5tC4lKrHPK9JNJp1IWy//xNXLDpaJKpIcRS7YglLkpqeDZwwBr/cPCHsBp2SPfE1QB/4fhJ6RCYCQiQ36HXVEGf7dyQsgXPR1yi5liiTbgFJLjN9lvItWDka9FvEvDx62i8xjzMCPj/fUYgwIxAgfWTcFs+kOG+XN6oQUEwSAGqiRGUlBZj+zEU+O5lgIBK7gXeFzpNKTQqKsUZMz3ZaaTT7MBRuj7iyW7Ek5xRwbUldzuWSbcWBu3s45avlrEls6t7BPV1RVDrVNKD7/GGZaIhHf3Le8+jsa4ISybMXWFCr7N7BA21hdcEDKRGR3FhaGh+YEDa7ebX3WA3GrCstAhdHh/0Go04/AOtnSh32kRGnGl8Rv5newfwqyOn5VQ2FLqxvLxIOAEsE9QVurGitAhvtrJMEJSMwPqqUuRbzXizuUP8zsbaCqwsL5bPMCtQU+ASLsEr51olG6FMy8yTGv8L/b9EPBWFWsW5L1Fsct0g0X+DZSUGot14ceCXAgDI8ievYL1rtwCFDvMSvNj/SxhFTliFpbZ1WGXfgq3um/H68FPi0Cnqlq8vlteiqfC0iF9phM5DgaEUS6xr8fLAI7BpqQWjhU1Lcnje2wcMEJFxeIxIxGrIrlb68Pn/Tx85j5dOtGBTYwUcZqOcyGzamv/tHPKK9GrbgAcR1uRMaknvcJQsSwJcTLjte7cux9KKwpxpE2GAksCVpPiQYmTc6zU1GTLaZEulg9LCpzDEuf/cr4arSvaio/ZHnhVnMnGhYrTFOiYjFgIBdgbQiWaZ7vz9TJszTc99ZpQeiL46YxqXxLeh4A9h0m8Qlv5Uxvx8jU7eYbpH6vksRyiWJ86R7XQkZJn1G2DQNslvYTuXkoZVTRlXHJXPxxId8IYfku4JptJnsliiGd7wYyi0fRp5WPxedG/oVwr1TJzHxN/rgtWwHU7zO6FGDQJ+A9IJPXQGPVwOc+baZeubT7gHJB0yoibQmwkUCLEw/BCKbL//a5fVSo/GMBJ8EP2+/yutrblMoypEoe1TcJHLoZpbuYMAQKfWosFahUAiNOl3K2DvR5ljlvMbYdKtlnvCYrgOGrVbaRPE5Ml3yrlICqBgK2KSErPJiwhG90knCMFBFtzwmrQZb5Rr9GqTov3+CAwGLYKhGMwmnTDlI9GE8AlY56YTam4dwBv7W7BmVQXqagoRj6fQPxhQhiq5LAIShoaDMBp0AgT4W3v6fDLjIZ5IoazUKdLZV9PKbTbYDLOviVyPy+zzU5GkD7h//XL0+thaBzjMBqyqKIFFrxPfwazB+b4hNBblY11VGZxmo6T237FuReYzo1ISYOaAGYBgLAaHSUm7r60sRbHNIhw2vUaN+/g9XrYEj8p2djTWSJaA38P9MDMTk2cTol84GRS/a1JbYNdyHVZL29+uwrtFAIhgQaNSHDR/N0fY7ym6F774CGLpKLTZ1/JUqDI3waUvRCCpyLE7tAXQqwxSHri77COwa5W0EtsQ7yz9oGQQ2I2wLf8WLLGtk2yFVeMQYKIAgqtn16SAxRrbwQudWFtbijs3LsWQP4SH950ee523NdP+n7hti5QPfvLKUXzw+vXCJ6gqcKDUZcMt65sUvflkSk7cTGpgkcQ5dIz8OdIcTpEegc2wA1Xuf4VKPZ24w0Wiy/M3iKe6pXWMEVtdwbclsr2aRsLfuOXBpFuDAtunYTPeMKZANdUEQ+bpoVIXCivarFsnhL4+3z/PWGpgJmHQ/00YXA3Qaibr8c/XpFRg2AaTfo206WnVpbK/fM6oWw1tjuM7fRv8DUaoYJQo26xfC7vxdvR4/wHRxJkZnGgavvDTcJrfIRH6Yhs1HKbspbShFdp+G1bDLqhUBpw63YXzF7plES8qssHlzBIBKRXslodBuwRWw270+b6IUOzQLL/lKbjM75UI99fFCIoJZPq8X0Jq1JvzPTxfxfY/gcN894zXaC7riw5hIDoMjUoj/1aaS2BUG2RRjsYvIBTdN8OxUktJpdj+B9Coi2YFT8prWqjz7AL+qV1h0q+Ew3SfgLVI4hSC0TfkwfNrNe65YnB8OfN6wxLl81ppbu1HfW2ROHajUYsnnzmBj394J6xWIwaHghL1FxfZUJopQZw93wuvN4RhTwjveccmjHhDePSJY5nPGPCDn76BpU2l8h011fnYvrn+qmUMmH397a1bcFP95Yc5sUY/H+N5Y+TfMAFomHTj1xadNIl/rOvXF43XYiwGHRoMk4nfZc7JQESmfBaMO08CjIYJ26BNfD1rJPplSYNTjeRAtgLmfs0gEX2u30gnPtWRc3LuxG0RcLCzYPx1vfASrqVdEzDAC3VtbRleOH4Rw/6wpKGIjLNT4sYm0NnMeP+utfivJ96QKW+3bViC2zcuxdOHz+Nc14Ci0a7Kw/t2rRHeQC4z69agvvD7QgxrH+G86plNr61DTf5XJcVIUDBTRHQ1jenvEsdfSJ/9fNL5jMwcptuk9YrdCDNF1+H4EQSir8BpftcVR6NqlQluywdhMWwXx8eMwJX00bMXnNsqtv8+uj3/R0h8uSyrZ3A1wMCUPYJBuxSlzr+SVHL2fFBjghGdidP7ZvokBUr0G1Bs/0N0DP8BEqmunO+LJ7ukNZNllF+H7AAzAmwfJKdhZiBQgkLbZ+Aw3yUaF/OxIr0bbp0dvdEhadMzjLGt04gkzuYAY4oRXLFT4XJAYDYTwRu1AxbVdph164XASdCvU48Lll0to9M36DXo7vXIuGyPN4S6mgKUlzrxZkZ0idMuG+oK0do2iG2b62ETfsIo1q2uRGN9EX7+8CERY2N5wOUa51mQiLhja4Nsu6V1UDKvV7N8YNJqYTe8NQqRq8qLx0aC/6+9TcAAWzY+fOMG0VRnSttpMUlrYDbCZ0sgSYTBSFzGy5ITQEBA27WyFhsbKwQcUJ71s3dtF3IJHf+eVXVSFugeVlLTbqaEMlKuM0WeehX1qJVa9WzGCIcRmjrNiMJ6zcEAW7PI+jfrN+Vc8EiGEdWxTLkllzN1mO5CKjWCPt+/TMk4KMayCevATI1q1PNPM0ldNx6X2M2q18Nmuln57kWqX5HERcEkd/KD6Pf+W04mP1O/4dgx2I235TwOXCxCiQQMGjX6gyHYDXrY9PNfvFiTLnV8HibdhinfkycLusGgk4V4tt/Cc0nCI+vuuergLEeEYoczYkdXd8DV5YwcjpHQg+jz/atcJ7mMwkwljj+X62c+GYGs6dU69AQHEElGEUiGUGYskucIBqKJ8zk/kwcdbMbroddULwpgyq4LOlW5ZA3ma6l0BNFkT4aoyPtWD4OmNGfpMWtUOGUmqavHg5qqArR3DktmYHAoICRB/msy6kTLIJlKobvHA21G7IklBa59Iq+dTCmfCSif4fXHoIhgY4yAOJqjFTg9gnhqfD3Tql3QCdfi2gJQpu57ApkygMGAQsvMnUEsCfcE/Igmk+Ifymy2sfbyib/NG41iMBSCXq1Bqc0qRMFwIoGjvb040NWF1pERySBb9HrUu1xYX1aKNSVUbc1973Kbw+Ewjvf1yTY6fYpGgV1vwIqiImwsL0Odi63Z6hmPX4/fj2A8DrNOh1KrVX7Dqf5+vN7egZaREZFJd5tMsq3N5RUotJgnBcMzHpN0Gl0+Pw51d8n+DQRD4jeLLBb5TetKS+X7ppJR31IwwJ1pLBtPr5AXQGsoHU8fL68skpq5Iser1JIpiFPkpFTo+MJYWWCTG09JjatQ5rZLqYB1wSwrXakT8uTwE299hDV/yxOBIKaiZwICXSEPuiIe1FoKUGTI3W/PhdNhvg++yPMIxXJPvgrHjgrJzazaPKfFgM6VNxujAYNGgwMd3bI/NzbWXZUWF4Iau/FWeII/RyzZkuMdScRTncI3yNWa54/F8FxLC5ry8/HIubNocLvx3pWr5rcP0vr3AZgNG6cdI5YGRJVSo5Ia8GxKZ8wQEDB5wg9nSh/TLSoRcQiqCdf84tnczg9JdyOhh9Dv+/KMQIClIJYGyGW5EhKqQa2TSZcKQXacAzMTSZGKhpQTvhzbX459Rpjzajq5cOISzg3/BWKpQeH6mLV1WF7wrwIIZjIu2DVV+ShwW+F2m2G3GUQS/eSZARQX2tHROSKTDO12I1YvrxDugNNpRlN9MfLdVnH6q1aUy+/ia8VFdnR0DcsUxPVrqgQQuN0WNIwqmdfJlsJg6Fm0+78pQIacqHLrh1Dt+KSsF9fSDnZ344+eelqonA+sXIE/3Zl7dgBtJBLBXzz3PE7296PSbsdX774LFfbJIk1ch566cAH//Npe1Dqd+I8774Bercb3jh7Fz0+dhj8aFQea1WvlcaLT/Lfbb0OJdXoQyffSaX/9wEG80dEhTpyZa7I2eeyfOH8exVYrPrBmNe5fvhw2vSJNPNX+Ze9evNR6CRvKyvBPt9yMX5w6je8fPSogI5nZHp3/o2fPYkN5GT69aTM2lJXOet0SkLzQ2opvHTyE5mFyFVJjA9e4LX7HkoJ8fGrTJuyoorT7lbnza9r0SsZ158j/gc24C27ze+R0jYQeFqIbU95Ftk/I+yjEMxT8KSqcfw29tlpSmZQl9YQfRzR5SVKVJt0yuMz3wahVRqW+3Yy1TbvpDvk3l7Gv1ZsI44KvHxYN60czZ0PIrnaZ75dafq52N6rqUdqVUWs0kcJQKIRgLC6frXO70B8MYjAYEpJQucOO9hEPnjx3EatKirGsqEBuGCLSE719gm6Jxr2RqCBWk1aDSqcDoXhCbkRfNApX5j1zPS8yZERTDqNu5QxgAJk5B2HhG0y1RDqN/hBngydwa0MD9nV2Yr5GqVoS1XJlk4aGAqisdKG0ZDrpLBZJYGQ4IGqWlJ5lRMf6OrkUM4GBWLId6XQIUM+ujrYQY9R6uePOrgHqRgz4v5JRvJxuek0Dih2/D7vxlivuRiGg5/RKdhXMDUySaKro0l/O+tsHhUxX1jBeb11sM2lrsCz/X5BIe9Di+dfMXITZW2R5Dhrqxnk6leVKvXrX9snzU2gb1lVjA5TplKUTphBuXKc8t2Pb5M6Hwsy456ICmzymmxoF5ltgN6xDIH4GzSP/LOf8rTCuHQTro5mWxdmMx5RZyEAsJlF2rkmjfIZOke/p9vvl8di5c3j4zFkYtVrUulxS1qBD53rEta3O5ZSsxFTj9ve2teFLe/fi/OCQZCMIQkptNskieMJhtHm96PB68e+vv4EefwCf3bIZDuP0NSjCSZKxGC4ODwswePrCRQmkVhUXy/v5u7p8PsmSvHqpDcPhCL54y80SwOS6X5nZ+MmJE/jmwUMYyARmDHIKLGbpSOkLBtHm8eBITy/++sWX8Dtbt+Depcuk9LRQu8YKGBrJDASj++E2v1vkbYOxNyVqDUQtKLT+pkQDwdhhaTtjhJBORzEc+iX6/F8Rpj+Jc3QK/uir8qh0/r3o819tQtBiG+vtlKudaeFmC5ZDZ4JTb5Z/ZydQqWA2bBUORCxxIed7AtG9KLB9EgPBJL61/zDWlJXAZTKiymlH6/AIWoZH0O7x4UPrV8MTiaJ9xItiqwWVTgWsnB8YhFWvw5NnLuDDG9fi0TPnJD3XFwji1qYGDIXCONDRJdvlvpYQDMzjeLB9klKx3vDDOV9Pp5VhTbnMrNWiyGyRxaTS7pA03/xMA4fxNmg1uWvJnGh5sXlAlOeY/i0qHF+A+Z0dl4bgGQ6iYUkJqhuKoFabYNKtFNDK6336bwkgmfZAn3EAi116ymrv5zKWXEZCP0c/SwM56/XkTTShzPnXmfLVlS0R0VQM7aEeGY1dbMiXaZnKt+TNyOhnuSsSPyXn+3KlPqYGOd3PXmDD2f0XkV/mRjKeRMgfRmGFG+1numF1WWSQDqclLt1UL5MZ52NqlRFmXZ2MVdeq7AIGfp2N95+OZQG1S8TNFlLeeTsYywWMvvd1duH62lq8Z9VK1Lvd4vjZiUYnen5oSDICBAoTjVklOtN/3fs6zg0OyWc+sn4d7mxqQqVDGX3OyPxAdze+e+SIpPvpnJme/+j6dTOm5enwf3U6IOn7z23fJmUGghPuD4HCf7zxJl5qbZVsxLcPH8bnd++exsfgvu3r6sTX9h+QbAkBxac3bcKminLZT74+GA5L1oJZAwIibpdgYXVJydsDDLB1j4Q5sq3ZJsebPZEahEm/Wpw//9aqC6SXnpEi6/jR5EWRKLUZrkOJ/felxY3RL/vD24f/AEOhn8niRaLQ28mM2hUifjKTpUbT6I34oGWqdA46PRQXMmqXSf9+rg+ws4DdE4ACAm6or5UeWyLsthGPgA9mDFh7a8h3o9btxM7aagEELUMj4uTvWNaE5iGCBi+OdvViVWkxjBpOPlRSYFVOB25f0ij5ubnUwyabSohqM5kMbZpB5Ic32831dYLMnQYDbq67PPN5ovE6YyQ/k5nNOjS3hBAMRlFUZJ8EBtgp4863oLaBQGIU6dQoNBoS14pEZChXKpy/42op7alUSjtnLiOwJhCguuPMxL1GlDj+dFGAAC2Wjsu13BbqRn90GNvz10CT2UcC4tyWRiD6GiKxk9IaOxMQlqyYViEVR4JRJBNptJ5oF+W/2lVViARjGOwekUjKO+iTaX9+tunlAAPKXApGsPGMlsTbL9v4/5ox6/DKpTbc0tCA39++TTgG2fPGyJ6cgWqnc9Lo9YmfZfROsEC7e+kSfHTdOgEN2W2ws4Hpd6fBiA6vD+1eLx46cwY31tWhxpUbyPKbyAf4rc0sA5SNrYPMOiwtKMBntmwWDsEljwdvdnTgzMAAtlZOvg8iySR+duKkAAGn0YjPbtmCXTXVEnzRuH+FZjMeWLEC3kgEX923H72BAB4/f16Aw0Kv3WsMBgwwahultzye6pMInxGSy/wOjIR+iRhLAHnUFxiA3bhHohx/5BXEUz0o1H0kIyyi1DfpSNnSxSwDt/F2AwNs0Zst6hF0r1JjOBZEOBWfU3qYkTWn7E3tmacl0yOiT0AwwAueyDbby8sL/Y6lTTjdPzBW7+TrzBiwRYdm1mnlYuRrZr0O9fkubKosl1RYhcOOQ53dQvaZqeVzLqaAI0WSc5qNcvhLblYxb56nLzbj4sgQPrZuAw71dOOupiXzElTSzkIsY3kgFIpJZqC2tmBamaC/1ycOp36pIkNL47wDgt8UcoCB0fQ81PbmZzL/IMd4bHIEKODU5yOxMXdGgC2upc7/k+mkWByVRLvWimpzmQCB8cmbsqeiIcBulFzHgtoDPd6/EfIi9yuXrgHLAwOdQ+LwGfl7+r2SBbC5+bBiMDIM74BPpvxZnRZodBpYHKbMlNA4kulAZqw2o62U/H8wfh4Ow0Y5XjL5UOZJzD3ryG3HU4MYDD8PX+yIjPY2aMrgMm6Hy8Aplkof/HD4VXQHfoIy2/vgMmyf9B2pdBjtvm8glhpAreN3oc+0BSfTQfiiR2TbsVQ/NCozHIYtcBt3QJ+ZRbLYRqD/n/v24ycnTs76PrfJKHwA1tevpdEpfnzDhklAYKKJM87xPLMGT1+8KL+PmYMHVqycBASyxnVwZXER7mhqxNcPHkLL8DBebWtDud0mDj6Xba+qkhLr1ICI2yYguLm+Ht86dAiDobBsa3OFQp7P2om+Phzq7pY7ZVtlhTyyQGBqEHRjXb1wJVgOIeeBHAWCl0sdQ6J1UVtVMGcdimsKBsTBccxpniqjEqbMurcZtsMTelgyAtSh55AYMrt5EvkcF4tu7z9Oi1SYWWDNfepo2l9344KgU3P86MyLDNOoTp0ZlWYXDGpFoOlyNzszJMriOh0M8Bgmkp2wGbRYV14qzFhaodWCbdWVuDTiwa66ahRZLcKI3VFThVN9/XCbTZIlyILrzZXl4vzvWbEUR7p65SKmuEe1y4GixMJnCCi63VopF+RKrc9mrMcxZWjS6uSmYZ1vPmbQUORp5mlyFy72oavbIwzuAwcv4ZabVkyel5fhsU3+Pazda664Jj5fU6vMcn9NNKa1PaFfoN//nzMAAZUAolLnF8RBL7ZcMnXVNHlqEV3Jm3C+Ka5l1K1CKEatgekWjh9H58gfwmG6G07z/ZJJUMZ3K1vhYKDG9XWoX1sjIHT51kaZ9kfBHv7bca5bxuYSoK2/cb3cQwQEsu3EJYTjLdBpCgS4JVLejNNNIZ4agDd6QAC227QHmlmGGU000U5IdqHV++/wxY7CrG2ERmWDP3YSg+EXUGn7DZTZ3g81qGpZiFCiFf2hx+E0bJ5E7GPnQl/oMdh0K8aGaHGt7PR/D73BXwq40KuLZJ8veb+CkchraHD9hTx3NQBBNnqezehQCcqvtS0rLES92zXv331haFjq7rKNggJx7jNtQ2biVFXhe0eOStcSHfW9y5bCngMM8L0rCotgmVKWyJomAy7YmcU1q3l4RNYv/n+WvM0SgicSgUGrxeriEgm4cplkCCxmAUQEA+QhsERqzNPgQnM/zGY9qsrZQfZrCAaEs60plxuaJCpGq+wdp2wtiYLkDjBFx4XSoK2TT5AJSwdXbP/dnH3mRO+/TgIuczGWOtRq56wXMAmEoWRMQG0wMbfBOTp1BVR0BunBHK8yYumBWw9srBifg84LbU997bR3rygpksdU21qtpLRY56rPHxfxILHwSi07lmO+RmBDmdELw4PSVeDKQfCZ+Tv1Y05mJotGE8L0ttuMaGlVsidZM5r0cDhNSCUnZy0U3fyZwR6zA1fDRPdhwveKsmDopxjw/ecMapXM9GxCieOPJQK/Gtwbl96O6wrWCSAgiTBrGpULDvM9SndFzgFYoyLZzUmSJBWzvZGERmoQZCNslglImBObcgob1tYg7I/AaDWMgYBxJcwUjNoqaFRWhBOtSKS9wg0gSZAROV/Xqlk7njswYrahJ/igAIF655/AYdgg9fpYcgBtvq+hK/Bj2PSrJPNg0JTDZdyCkQhVEjtg1o2Xtryxw0imfXCbdmeyFqOSZegO/BRF5jtQYfuwZAV4bnsCv0SH/1sYCD0pz1+NzqoqhyMnAW+i5ZtNwuq/1saS5kLa6sgXYNsjnTc7FiwTxI5yGbkCXONCPp/U/qX1MMcx4XpaYDYLGM1lvGbLbXaJ6gkG6MSDE8AAAVXriEcpvcowpxjenIUQTSBBPgItmkjINjnVl0CAbak5KiQz2jUfoUWmtUbllIifgMAsc+sNshBR0pUT0FQqK3Rqgoa8TB15VMCBzbDn/xe1PP6+2fgCNNbwS4x2+XemToLp2zWJOiGH7+QyChOxPQ8YFzC5WiZs61G2+CRlxrzMmmeDkThB/q3Mn+fVqgz9SSMhIGb+Y5x5I11fUys3olGjxZaKijl/lulnrWbmFh/2Pjc2FOHIsXaRl129avK2A74wOtuHEIsm0LBsvEywUDvZ3YeWgRGJEKiatqupRiKEhRAI6Sw4o0KZPpiLo6AWrkSZ828kE7dQIEBnxeNEJjMXH84i4TyR7DElaVA3pV+cxu9zGO+U0dssYcw0+ImZIhJjBxMX4Ak+CLNhs4hecd+1qgKZkZDr/JEjwEcuozOWI6AySPpdJ8qeLDWOSssgiYIEVvMh39HpD4VfglFTBYuuCSmR3iYJUg+7fh0Gw8/CGz0Cu36DlB/cxj0YCD2Hkegb0rHAjEwqHZX3mbS1AhoUS2Mg9IyAPLdxp3BOEjLXA7Dr10CdZ8Jw5FWU2z40CQguhlHj5DObN+OmeiU4m8noVJmZu9Z2OZAy0/XKyJtdCQwk2P2Udxm/QqBDrlWHzyfOOxCPIxfdmKUDzkOYdZ+NhrHMLLc1scuCfzPVT2MW4iv79gG5E2c5u6piSfKR0qiucKMg3yr6KL+2YICpUzr2WLJDhry4zQ9IisyobUB/slOiBYOmbmw+gEW/EcOhB+ENPymdBBO5AXQy7PvNRglvF+P+8jGbJUfT6Iv45Wbsifiko+ByxhQ72wxnMkZfVys9na3DJpI9wvmggBPbAemE2MfOVLVSFoohjZiUduTvzL8yd2E0MO8SQXYhon76O5ctF7La6YFBSZ3NxdixopBSc1tzc78oD65eVSloWyeR6LhxRn11XRE8I8Er4ktk7c2WDlS5nbJgkK+R7cufm6ky1xX1O9Iivzvg+8oMQICTKDeh1PHnMwIBLiodvcpnzUYdrGYDQpE4AuGoiIjR+Y/4w3DaTDjV3ItltUVyLoZ8IdSUutE14IXFqEc8mUQ0lkRFsWNsQlzWWJ4psP6mAFjO2rgcGGQrpC/8JAKRV6HXkgS7S5HJFv5BViZ6duN7tOrxspBFt2zseabgaVqVoo8yn3WFnINoshuRZCeO9jFKn1zSJDhjxC9jbfNUsOqXw6Aphid6AEXmu6BTOxFKNCMcb0Wx5R7oMvtAsBxKtCCeGsKZoT+ZlK0QYJAaFlEhubcXgfQ51Zh1s71FCoSXs4UMq5M2xxQ1a7KdF5fPaDD7kJVbZksio/BcpprDPmlZysq8h1G96BpkjKOb2SJN4zuE3zXH38igIcv36u7zwuMLoamuWMSv5mJvyXBto24FvL6noMqzyhwA5eYskQxBMHYQxbbPSPqfxgUr3/J+DAV+IBe91bBFhpVwGEk4fkom2rktBBRauRk4tSwlxESyiENIQS1T/pLqAlkoGQUS7TMNyLQ538MblAum0tLElGVQwAjr+tSmX2zjti83DEmTp4JTb8KlwBBqLPlzHDWsnrX2LWBgAc52JiPJihP/IokzCEWVFlH+P7+H3SEEB1fTeFOyRlZkMeNQD0EIz2kKJ/r7sXaOLTZCIJulJnyxuV90BsrKnCgstMFuM4ke/MTMwECvF4Ul9kUCpHk42tEj+usEBBymwkFdc/0t5CrQqDnR4/mbGXUb9Jp6lDj/EoZZdDq6B3zoHwmgd8gvIGhlXSn2HmuFyaCFVqsWEEAnbzMbMOIPyaQ5yucOjATlX5Iqz7T2yaWb77RI7/Ty2snxlMIdqEGZ8+8xGPi6ZDIu32nBGnoAkfhxeTCrYNQuhdW4CzbD9UrZZ4ZsQc7jllPdcyFOJiUPZgGKLXfnfI9Z2zCWyqezdxl3CA8gnGiBRrUKnuibsg2XcSdUY9LNSqcDMxbl1vdDo56eVdSqHGNr5tvVeD9fC+lhGT1MNcExtcbLjyLnvrEDgUbAq1Pndp107IzQZzO+nu1wEFL2hGuN8UQWdDDj+YfXXSftiXMxKXk47NBoVCgttouE+nwClLcGDGgbJXLRacvG2skkI6CtQzB2SPQEsnVAkey1fhxalRve8NMYDHwvQxy0yvsFTGRSYwQLnZ6/RISTCDMRJ6PUtuHPifNlH36V65+kbZEKcD3eL0mbI7enkBBH0THyp4oCmroMFa6/hUm3fNF/v1Kfnv3G5WJUbLChUE9Z5cmjLmc21azT5JQI/MpuNoXMFBJ9fWZrKAYVT7VnMg7XXkOcaTZTTCvjVsnU5Y2WraHNxRhlZR1oLqMgzEuvnEMkkhBJWDq8icZ7emjAL8elcfk4F2OhxnVhZVmRzHVnXVE7j7IDnQGvXU7s6/X+44xAINtqGo4dkVZC8iYwQ8qTmYBoLCHX47m2fllcuDAWOK1wWo04dqFbygIEBN5ARBbz/hE/zAYtQtGEHB+rWY9CpwX+0MzcFzpwdg6Qv8BRzwSYvF7nYuRCBGOvIxjbj2HNj2WAFlUTFQ7EtcsaMpghYZA8hCLznZKpm25kt0+Yx2Lchd7gQxiOvAKjpgIjkb0wa+th1S2dcM+roFPnS+aB4IElhdz2650dvVwBkM42mrr6JEQZHqQ3yPXN76RQ2uhlCNoMMti6nC0ZsISXy7j+kE8w2/bIVcgCBuUeHwf7/Jsqh9n9JE9hdcn8ZmlEInH09vsRiyVEAVM/x1LBW5QZWIqGwp+I46JTp7GGXu78a4nU6awHe70IB2MIs7e7zAlX/vsQG9mMQF8XHPkmFJcXIp0wo/tiHB2xDlTUF8JotiM5+CkkQkEUV7gkhdvfNYLhAT+sDhNKa8oQ9pvR3NaGvLw0Smo/C7smgs6WfiSTaZRWumGxGeX9oUACbb1qVNSEJforrnAjFo3DPxJCfgkJgFdQm8tjmujyn+fFMJ80mAIZZj7xV+qwmU2hGMxQ8HuiaKgMR3rrhogQJC0vLBQJ0fetWoV6l1tu2gPduYcE5TTRrZ858i4pceCO21ZJ+s5i1ouW/EQzW/XYfv1SmK2GRRkWs6S4QCa1SZRkIPCa+2cJBDjUaST4I2Hiz7b8coz0gP9rmemTN+ZcuArdFgHsxy/2oK48H0a9BnqdVrT0SVLi8ScgYPnAZVPqrgQLu9bVw2LSIxxNCJjhceH7S2aJmJRr3SKzNjg1kpMqFUlntsPO1UEkpdwwFPgufOEnYDVcD4f5Xph1a69Khm+q6dRuceLB+DkE4mdho/DUxJZB8gekY2b8GjJqa6RrwBs9DKtuOULxZlQ7Pj2p7ZjBjtOwCb7oYeEGGLUcEDZ+n1NYSEoP8xwidS1MkZRn2WpUMkWzGZ2oJzx9vsrVMJIiKVbmiUZFWTCaTE4TJppo7OenRDutwuEQJ57LWD4YCocnNdFOtd5AUH4rjWRDdm9ljftQ6bDLZ8kfaPWMzKmTLGvSMaNRw241IqJVy/yLudqCwYAMsAnFMDgQgF6vETGWWDwhkZPC8L2M3oBusiwnbxp2GtDSqTRefuyA9BG7Cm049mYzrrt1FV56tA12pwWHeodx+3sacOZIG6LhBNyFVhSGHbh4YgAXTkWg0ehw9oAPN9xbh9ef6ILT7YC2rhBaVTVef/EoRgYDKKvOR0llLdKJFPpaY/AMBdFyPIRb3rkUz/7kJVTUFcJdOIpEIoWXHzuGm+7fgJ72IfR3e7Dn7rWLsPBPnsdOZ8OMTvZ24UJL1EoCIR0Dr4Xsc0wt8TmlTg/EEkmp4U7d7lRTiHrzJ+jRWErhAkvBmplGJs9ujMA1mYWQfytseyWroxaAJLyBnIz32Y3Hg721ctPQoebPV+Z39hvNH4hi7+sXUFNTIHXyDevHI7NwKI5LFwdQXuWGxTr31PRMxvPaOjSCD25Zg5ZBhUg4VxsdjWDQ/1+IibjU5bMjnBLZ6/0n0evI1UnA2qPbYcb6peUwGXTi0KcanT5NP4GtT54AjZ+ZrxGYkQtQYP807OY7RJOEwIBTK1kamNv1yzp6H0ZCP4Yv8jQcptvhtnwYBi25EfNzmMykcegPiX2MzKlCmBqNIZrozOjNM7JzSulRq3Ki3PpBXPT8Ay4M/w0KTDfBlJFTjyS7pOZfbf/UmG5ANr3vNu1Cu++b6Ar8SLIKTsPWqUcFhebbMRzZi07/dxBL9cGqWyHHKpbsF/BRYr0fDr1COOT+JVIeAf/kMJBbxW4Jdi1IAJZnEoLktVBt1WvUkpKn8xuJhOX6nkmQjPr7dM7XwpYVFogmAr+Pwj89gYDMOsh1/3Jd2d/ZJYJsfHV9aemMYIBXJ1sDmbHMRvgTjfczZy8wy8BAj/LJ1glggMdqZVGxfNYXi+FAZ5cEOuxcmMvaQn91vqUfZpMeZSWOSfflVQMDgwN+PPjT/ThxvANr1lbhgx/egVdeOoOa2kIsX3Hlc5hH06NYublOIvwnfrwPnS0D6LjYjyVrDAII+Dr//76P7ISrwCptFC88cgS+4RBcRTbYHCbo9FpU1hVKpJ9MKNEFnbzfE0I0zDLCKHo7hhHwUWAkT7IITGty1OrqLXUoqVTIeLVLS3H6cBsC3jCWrKmcFh3O/8cpgyuyPsgTiqB90IvKfAeGgyHEEikUO6zo8wZQ4rSie8Qv6SOnxYjuEZ+8zxOMSC2Zzul01wB2L62BViPjX2b8WqXvff4LgAjWBH6AocC3Z9Syn2qcLa/VsAxUCI06XzpIyGdQukUUAiVBIWu7yr96KT10e/5y3vvHdprHL5zHB1atFvLNY+fP4SNr12GxrLvbI0NhOD+e19lEs9mNKCl3Qis33ZWnac/1DghrmUFU6+AI1laWisjTXIycFwp3zcdiyWaZUVDiIH9geospzW6Ze6vmYkaULAFyeBSnVQajrwkwIBdirtcgjeByJPgz4QKRqGgz3TKvDoHkaBDNI1+EL3YcqVFyZKhhkcLpwT+Q65iEw0bXX8Cia5Q1xGncjHr8Mbr8P0RP8OdCnCUAZvnAYZg+ppyfoRPvyvsB/LHjKDDdDINm8nhr4VWoi1Dv/CMRKhoOv4L+4GMC7smfMqiLoZ5Q6grETqPF88/S3UD+VCLtk9ZD6hHwvss37UaN4zPQ5M3e0bRYbH/WvulIqeBHldNckwsZmT/X3JJzHsHVMEbk11VV4uzgoHQIvHLpEmoIBnK8lwJFbFnOTh7cXFE+K+nwUFc32j0erCyent6ntsHr7WyrT8ux4dCiqeCIg5Xq3G4c6enBsb5e7G3vwG2NDXPKEmezcM2XBjDiMWFZY4lIqF9VMPDSi2dFivWdD2wSQMD9ZKbg7OnuRQEDPCtGjvKUNC7gzLegoq4IKzbViDMuLHPAXWSX7EBJhQvuYjvKqvIlzb9sXZX0FdOpF1e65N+jrzejYUU5jGY9GldX4NgbzQIw2pv7Zdu04QGl11kr2Q3N2A1Zv7wMTz94APFYAre8K/e44fkTjcZTn/4IkbwykerwpW5JFdmMepztHpAWvB6PX5x+x7BX/ma2gMqBDcVueZ4MUqWvdXTWOqsibDK/fSfbfyT0Cwz4v4r0aHCWbWuh1ZTInAiL/jrhfTDiZBmIACA7pXLGYyLZkfmJBU38LOtwROPBeEx6bxfTSortOHe+VzIEWzdPbrEKBWNoOd8nWYGCIhtUGfLPQs1mNODiwDCOdnTL/8+F6TybsT3OpF8n3JnccyvS8EdeFlDGFkONavLglNO9/ejxBXDTkvlJPE/7ltFRvHzxEk739GNzTQXWV5RiKBjGQDCIZcWFkoXgPZBIpSe0ZnHKIScYlsBpfhfsptsRS7TAH30JweirUkKYyzVD0mw4fhhdnlYUpfrgsrxXnOhcTJ1nRIX9oyidYR4BMw0TpxeKUJFxD2z6NSJeRDVB5KmhybNIRoAthVON2QNOQWTWQd4jcs1Tv0cFC8urrj8XUSJmKXju+F6tmjMfxoV3OFWROgczBQbMRvC6mIspke7AjMI3E/ZQevGXFxVOepY6/9UOh/TTU2Dnh8ePS6RLQJCXIdz1BQJ49Nw54f3MoD+66Mb76r5ly0XO+MLwMP7n8BFx9JQf5mAh7gcdNmWDv3PkiKgCMgN5a2PDZSV/CXr+4819+KPrrkO10yHTBNMyCTaMbxw8KNuicZzxprKyadtiMPDhdWslU8IMwr/u3St6Azurq+U1BoaKwFVS1rr+UAhHunsk20E1w4baQilpEhjMNnJ9UTMDq1ZXoKTEKWBADrBOI4DgSo0HZ/WWergL7dCbtFi/oxE1S0rEQbdf7IPVbpQI//p71uL4my1oPd8Lq9OMTXuW4tShS2g504OymgIUFNsx3OdH0B/BjttWwWw1orttCL3tw+Lg+WD0f+pgK8w2o7yHwGHNtnpYbOM1O7ubN/AoGlaWQ6u7cmGNbCtd1lxmo7DH7SYDNtYqfez8u6m0QPSxpXXOZYfbYkKJw4rqAif6fUFZOJ1mE0qdNrnY1Cr2mCqzw2fSIZiP3jwvOI4/Jst7NiBA7QgusBxDTFU5hTil1AqvhTHyoHDINw8dlELI1nnoDMzFiovtuOvONZKNcjjMk44PbzjisAQzT4vwc3c31UrPPsHeDUvr5pwVmG5qGLT1cFneB6fpXkQSp9E18qci4jPdkpKKp2hVkf13JY2c/TGBaAy9voCALS5CXERZ0oomFVIhdR3IxuZzTIFSE548AXI32D3AzzBVzN9zoK0Lty9vRFOR0o1h1mtRb3DL9S3p055+jITC2FpTqUhbT4mOySmgYiG7kfKtH0Youh+B6CvSksiW1st1yrBLod//ZbkHeFwu19FDYxmAPICFDgqa2/vVsOguL5+tHANlaNJsxrZJu3otFsMI4r556BC+fTjvsvvGIT//ctutk55nupu6/4zA6di+fegwjvb0YnVxsQAMZvWO9fbizOAgqux2uX6YRr/aJlMl890y/vdfX98rvIEvvPCiDBgiEZn7MRQOSXmAgIC2vbISv7l+/aziSna9HuV2O95ob8fnfD6sLyuTbidOdSUIONLbK+RByid/ZN060TiYtm+ADF7i6xzExMzF3778skw4bHC7hGPANcIbi8qgOM46ICj42xtvEDDAceunz/fA54/ghp1L4Xaary4YoOpae/sQbDajEEM8nhDaLg0uSlaAcqJMx2dteaZG27iyXB5ZMxh12HnH6kmf3bBzMhdh283j0rG0Zeuq5ZE1k8WAPXdPTikvXTuudBiLxHHqsCLis2S10gZ5pcYa4sQJfDbTOPCoKxpfQFZVFiOaSAowyLcqF02BTTmxzBzQuD/LyhQ0npJFeeaJfUzTz6dmyq4BytgqA45ym05TI4Nt2NKlSPBee0Yzb04OJ1pTzPbUvJzKYFdiZ871orDAirLSycNJmBkjSCytcCMSjs+x42N2owN9z6ZVsq1+f0CcpGqe2QFmYuymW5Bv/WhGrU8Hi2oLCm2/hR7P32dq71MtKUqFek0FnJYHJjjKPJzq7ZcohCptd61cgqNdPTjfPySR0w1NdTjW1SvELxKeqt1O7KirxgvnWzAcCgvr+tZljXitpQ1n+wagU6sEBPAcPXT8jMhdc5sEAY+fPCfM7pFwBHesaJpErMqacn0x0nbAZrwZFsN2uJPvl86WQPQlETCaDRQwkzDo/5aMyzbrN8zruP6/agQEl0vfS5Sfg9/C88VBQp0+P3524oTU6KmhzzHjWRCoyjjmP96xQ5wvgcO1MH7vzQ2UIlfhawcO4MLQEF6+dEnmBWT5WTQSDW+oq8Nvbd4kQcdsaxyDt49tWI/nW1rxfHOzZB2YuVU4XspxIjfhk5s2CfDIxZ8QkK3V4kPr1sr98f0jR9Hq8QiYyGYVpv4Olj2yyqsMyitKXbDbIteGQLhz1xL85Edv4tSJNzE8HMRXv/yc9GJv2JS77vh2tdHMwb3+nnVSllgMY5Q9UwQ/9UJjhMTHbJb9DLMNCsM/t1GQiIzzuVos0Sx12pk6BrTqMpQ6/hI2I4HAYmRM5tdWJKUFRudksecpaUpGpK+2t+HOxulz4xdq7KlnmYBZL4vFgNISRaQomUih9WI/DAYthgcDSnZmgQpwXCwi8QQePX4G7920WlKSj504hwc2rITLPHepZ52mGkW235GUukgTZ64NgkCn6R2iAzHk/3bOqYWMnPv8/yEKmWT1K+d0VKZRfnDjGnzzjYM42z+IXxw9jYYCN0bCYZzrG0SfP4A15SWodbvw4NGTkqkhGKCc9bn+IawtL8WNTXVCjHzPulUodSi16i3VFTjRTVXMURTbrNhSU4FoMoW7V85tyNR4tmA5DNqlcFveB1/4KYyEfoZoonnGLoR4qhNDge9IhuGyI5IX0UjoG6UK6Az7lcdpiZLuf2vHsTP7866VKyTKnI9xPkEuUybvbZZa+wvNLeIgqQDIe5af2V5ViV01NVKzJ8t/bWmJROYFOaJmFZLYXVOOYstd8v9LCwuuCILT6XII0bLCAilTHO7uQYfPKwEu95uzDzg6eFtFhYDTywU7XH/4m/7mxhuwp7YGe9vaxZETKHOY08byctxUVy/gJ9fwoYlGTsF7V63ClvIKAU/kELAEwXKodPIYWcKySdmC+8nMgexDPCnDiaoqXNDPI5O9YDBQXuHGRz62C8ePtmNkJISCQivWrq2CYw4pCd783gE/2s91Y6TPi3g0IWNFy+qKUNFYAv0cCQ8TLRyIyOzyvvZBxMIxaPVa5Je5UL2sXKaYzTViZQdD76UBdLJGPBKULIXNZYHLbcIokeIV1oTlO9L+GQbGXJlxouNsmQGm8+ez+IXjR2Ui5ExGh0P1t8UZbDM670l+BGoUGGpwufCrs2cQY805nUJ/MLSoYMBq0aO9PYHWtkEUFdjGwIDeoEVJmRM9nR40Li+F+gqIpayXH+nowcnufqgOnpQFjkQg1hvnY1TvJDiTgUVTjIQ3t+WDSKYGMBz8ac6OA+oPDPj/UzQ5jFpFY4MREkFXOgO8KIZ0+/ImifC5f12H/FID1qg5jEhZ4GrzXbhvjaLsx1Rocg7CLlzg5qMRMdHoQHWaMritHxLeymDgG5ItyA0IRhGKHRH+AYHEtbJ0qhdhz2eRTuVufdWZ3gGD5feAHLyCa2l0UnQufCyW0eleV1UlTHw6TF5TvMZ5zUivfUaVjyOH+ZiptTkV34syYx6qG/cs2r7xe2ucTnxo7Vq8a8WKsWuQGQOCEpYz5jqSXRFOGhVHfteSJTLumL9XSooqlRwHZjLn6o/4vbUugiS7lFuyioV5WVVEtVr2j/dldptqjQp9gz54/WE01RfPOTuwYDAQDsXgcJhw0y0rx56LRuIy5pWRUi5jzdU76MezP3wVr/xiP4a6PeLEydAmG9ueb0Ptygrc95lbsHxbo3QD5LIf/P2vcOSFkzKz/BP/+F6c3d+MB//tCVw61YmAJ4hkPCUHxGw3CcC49cO7sfudm2cFGUz5csrZI197DideO4uRfh9i5D9QotSsh6vIjjW7luGeT9+E8oYSmZi2UKPDZoTGtqXFjAIYyc/sUDWi3zCTwMxMC+ZMLWpqlVM4AnMlIs3l+3hM5mO89CtsNkV5MJ2Wmh7T7G905qqLL9yqKvPlMe37GdmUu+RxpcabenV5MbqaaoVgR2Ko08T68Dx7xwWYzQxKSBAstH1OjrU/8mLOrE80cR69nr9HmfOv4TC5BHT94MBRlDvsWFJUgNiyFJ48fV5+P9P5hVazSCeTK1BkswghcCgUlgxCvsUkkT5lldnKlW1PvDAwhJcvtgqJ8MXzrbi+qRaNhfl45MRZ/OTQcdyzatllNd5zGUsi5BVwAiPjSCoa5gIE1GMIx09IGWWxpzTObEmMpoeRp3JAZ3xg2qtqyiK/zVUEL+fYGF0vFOqMpv2Ihx+ESlMLrWHxwAAmyBLrFmHY0ugEUJUdQHSl+0bQZJ3jvvEeW7uyUrIbBv01IBA++fgxrF5biaYl40zaQ4cuIRFPYs8N09E2kVHH+R58729/iX1PHFF21KSHPd8qUTxBAWeP739qGM3H2vHeP74LN39wZ85BIz0t/Th7oFki96e/+zJ+9dVnMdA5LE7bWWgXRx3yhRHwhHBmfzPaz3aLs7/pfdvlu6YadQ0OP38S3/ubX6L5WJvoJDBTYa/MV/QUfGH0tA6g62Ifmo+348NfeCdW71w642Sqy1taaps2403zcM6zG/czkjgpok25jKJOeg2HocwV4SZkpvxM3F6Oos5KSS+Gkfmcm+0+s+VlamWMMjiXgGicNcjFuAHnasoEPPlLGcO8wOPBhZKdBHeuWiJOMJJILkh3/XKmSH8Xodj+J1KqYqternMcjO1Dr++LqHX/PX5nt9L3nt2brTUVktLPPsfx1Vl79zolOHjnmuVjW81+7r0bVo29j2WG+l2Tt1vhtOMzu7ZMem6hv1EBPb8lwIZTEaebcr2Jmuk1jcTzoFJXQW/55Kzv4kCx0XQYeSpmNbWTdUlE6pvXG19THISiuBpEnrQLUrBEGQ8volpcY6R9d3y9EiVSvkckwxlp6gBRa5zucJT3RjGKmDJojKJpFDiSORhKRK+QokPIk+BgMndIpHdHKcQTV0ohGRKzIslLtb4IMJrKiDNqZF+p0Dqx/AnyrFKtSCVOIk9dgnRqePyISvfF5D78mX8fj4EiggQhRVPjhOz88Nh7AB7LSOY3mt6ysg3PMfczlk4gmU7KeLfLGc+2WWOc14CiKwYD/f0+EVyZaCPDQZnslsvoUH/6pcew/6ljcoGu3rkEN31gBxrXVkuXgH8kgNcfO4JXfr4P/R1D+MmXHkNhhRubb5uZFTvQMYwf/dMjUmbY88AW7Lp/M0pri2T7A51DeOJbL2Lfk0cR8kfk75Xbm6QMMdF4sHsuDeCH//ArtJxol5ICt3PdvRtRUO4WPYDu5j4896O9su/nD7fix//4CMpqi1BQwRr8wpYtRiXsC58Lo3kupmi1n52RPMU+f4q5zNV4M0wkOeYiI15u8uJ8LJ2mKtf5BX2WCDw7vYy3C9Ny18qoV9HTNSK8krKqhV8PWXvtYhtWV5TgkWNnJB1/39rll+WMzNdkII+2AUX2z6F75PMzyBanEIi8jCHtd1Bs+71pMtdz+ZWzvUeA0zw/M+9Ij9MDDVtnAAOKfPlM9furbZe7ThKRpxELfQNG2+eh0U8WIYr4/locv9H+N8hTKwJGqcRxRHx/B6P9rzGa9iIReRgpgus8HTRs9bV8CpAWX8W5puJHEY88hFTijGQsVJom6Ay3Q2PYKW2mE50qtx0P/xKp5BkBInl5Zqg1NdAa74FGv52hAVLxY4gEvgid8X7oTMx6TLhmR8OIBr+CVOIUjPZ/gFpDcvgoRtM9iEceQzL2KtKpQQEJKnU5NLot0JneBWR0EBKRp5CIPolU4jzSqW4kwr9EMvbS2Ob15k9CZ3rPhH1OIBnfh0TkCflOXssqTQN0xnuh0W1FnlzLMUQD/yFZGkpWxyOPQq1dDr35Q0hEX0Ai+jRUmhoYrH8AtbpS0Qm/xhZORnHK14L9w6fQGelHKMlhV7OLkNm1FvxB0wdQaHBKwM3dnuuaNG8w0NPtwZnT3WhrG5J+fwqy0Cjne/hgK7Zdx7kCk41R+euPHcbeRw4iGU9iy+1r8dl/+5DU9LM7WlpXhPrV1Vi6sQ5f+d3vYrjHg5/96xOoW12N/Cks7qyx75+rx12fuBEf+PN7JZrPbq+8oRjljSWyWB967oQ49GMvn5kGBpgVePS/n8P5Q62ShfjAn92HWz+8a1JGoqy+GI3ra2GyGvH0917BydfP48UH38S7/+BOLNSiiXOIxi/AYtiEKzXpOU20ZCRocxsJVprMwjG3bdKhziIfKwh+cdSsJfsSOzBvZUPW504PDAjTPWucRnagq1vag66FEfz2dI6gYsLwoisxCg1JDTPfhfZhjyi3LTYYGGtn029FseOP0D3yl0jK+OjJRmBJsSlyTdzm90hr6tvJKLCj17BzKHf3uhJxvnVy2rPZ6KgPqWSrRNtTjQ5xlJyjCRNICd5TyYuIh38m/6rVVdAYdiPN7B5BfYY4zPs6EXkU0cCXkadyQ2u4XtxAMv4mwr6/gCH1W9CZPzgWvaeTLYj4/kKOn0a/C3kqJ0ZTgxKh83s0+m3yPpWmXrIC8cgvZJuM3sf3txOJyJNQ61ZBlXk+nfYj4v9XAQJawy3Q6HcCaf6G00jGDwnQGJvMoKmA1nAr1NqliAa/CrV+I7SGO8a2r9GumKwYGXkS0cAXoVLzczfI88nYPoR9fwYDgYP5QxLkpdP9SMVegFq7RoAAj0sqeR4qdRk0uo2IR36FhKYWKsunkIdrSTQdRTgVxQ/ansLz/QcQSikBdoYKPOtnHZowBkZ8GNWoMTQSREWZEzbr3ETDNAvZ0ZGRIPy+MNrbBmUx5O6RaLdseRk2TRFloUWCUbz20AGFKGg14M6PXz8JCIztjE6DDTetwrobV+LFn76BluPtOPXGeey8b9OMNXo691s+tFMc9VQjiFh/4wocf/WskAo7zndP03kmWfDQ8yfl74a11dj5jk3Q5eA8sJyx591bBdAEvWHsf/IY7v7kjTm/dy7G8b5shTLr1y7CtLE0ApGXZpXyZQvWRE30y5myTzO/X0lLMg155TPMSab0RZ6ZlfyY+3Oj+OWZ09LXmzXyB/yxayNpymvJbNHD7jCJ+NBiiKcVWM242D+Eu1YvxUCA0zOvZkSikqE+MWurzCnI1XLIzpdB/zegVRXAbrrjLWe6zz/ROrMEN7Ny1/73jIpzjAW/M/npPBU0+j2ZqHmhm44gGX8DRtsXoNFtUPgHmQ4dZaoro/F+xELfB1RmmBz/KNGvvJq6G1H/PyIW+p5kEtSaeomG6fAJKAzWP4XOdE/GZZD7EM50Jin3f57KDq3hZkQD/4Zk/CC0BnajKOn4ZHw/RtMj0OpvHFvrmL1gxkGjWwuj7c8zXAmmxaPAaFy6KrKmOOs1SCWOAcFvQK1plCh/wsEbLymkhxAL/Q9U2mWSVcmCD63xboQ9v4t45EFoDDdBlRkPze/Sm38TKpUTqeRZAVpG219ArWlAKnFOshFSMriGXSe0M75WPNu/D5FUDKWGfDTZqiXqzxJ0ZzJtWoPgSALQBODxhsfIzlcFDJSVu/DOBzYjlRpFU1MxliwrHU/L6TQ5RyZ2nu/BpdMKg7ZuZSXq11TPmLqgI77u7g3Y+/BBREMxHHnxFDbetErIgLls7Z4VKKrKHZWxpl9SUwijRQ//cAKBkZB0C7AsQeOFSk4Byw1avQYrtjfBUWibcaRpaW0hiqoKEPS2Y6BrGN0t/WhYM65ZMB9jLYta/2zhMmbmqS88K3Ae3vCjM75Hqy4XhvV8krAkBrJtaybjiGi2os1VyW0mI5L3RZ6HP/LcvLXH6CjvX7YcKyeM+My2Fl4LSyXTSMRTMhBrsF+ZXHiltqOhWljCFKK6a9USWA1Xj/+gpOoN0mFATYlB/zdzjp3mDIM+379AqymGSbf+bQMISKZlx8BMptEUvSXDfdLJDkRD35z0HIE6iXFXBAaggka3CRr9jnFxsYm3PJnuVG1MXlQcoKZx7Fyq1JXiMJOxveK8VZo6qT+r1KVS509En4JKXQS1dqU4apV6StmIKov67cgLfReJ6DPQ6q9XyhKUcI4+D5WGqrDrJ7zfLN/JMkU8+qTst/JdNgksJ287e73lTXD+ua9BAoZ0shU6/VYBBql0llswCpWqAInYaxhN9QIZMMAyi/K9BqhURcJdYEZB+AXqAiF8Cp/hGhq5AftHTiOaiqHJWoXfqn8nqkwl0KnGVXFnbbdOpTHiDcncELYYztUWlOelw7/hpuUwGnVz0j0mgS/oJbmE6fsS2N0zz4+nVTSVSCROMNB8tE0mF+YCA2qtGpVLSnKSDLOmN+jGhgpxPgEXcI12XFCo7XQXEjGltdFd4oSnf+boNBZJjH0Xsx1si7wSo478oP/rKHP9DVS8CRYQBSbTAxjw//csmvQa2Iy7odfODMByGW9unbYKiL2R00lTyY5ysNQaWKhzoK4AFQ4HfP8x76xAFgwQCPAG8MWiOD80BL1ag63li6tAOJuRMMuHwchpdFcexe+/1Cny1GsqSlBbcOVdCnMxjdqBAuunkEhSPIigcnodPZZsRY/nH1Hu+lsYtMuumBtB8iJT1jK1VAhpi5sByYLkQPS1Gd7BljGmthcGthSNixTUeXNvE1MsD2rdGpjsfzft+WwUe5kvnmXTrLmTJKyZJStBUrAKak3VpPtWJk7y+/MMmdZHgkID1NoVUjePhb6OsPcPJGJm5oBZAAEMY9/Fz1fLa0zTp5LNUGtXC8+A3AVyAPLU41r9LFEYrL+LWPC/EfX/A/JUBdDoN0NnuCMDOBZC6uTv65USSiz0XcRDP5p+iPKMGV7V6Bgo4fUHebD0yWxRJtsBDk8jELg8yH/f6lUiF0y1TbYCXonx2uoM98Og1uOGoo1otM4dIPI8xuJJHD/VhfauYdx965o5kwkXXPQtyLciGIyio2NY6u4TB7e4XJOjRd9QQEoEaq0GzkLbZdvydAYdHAU29LcPSccAHW/O9+k1MNvNs9+M8lLm9SnnNBFNYKRP4TxEwzH85J8fxcP/9cyMmyIhY6TXOwYsYuEr18D3RZ6FPlAn0ZlGPb+LKJUOYijwvUxUPZMwUJGkd+cznCVrSp+5OqdzYCTJPm7q3lMNbr7Gm4zz5/t9/4ZY8soieQ5BeeLCBeEOxJIpdAX8i6ozMJOx68RqN8Hvi4jmwKLIETfW4tLwCPZd6hBFvnWVpdhWVwWb4eqqOxIQFNo+g3iqC6HYwZwLIHUn+v1fQZnzC8IjuBILRF+GL/yMjE+mGqBenNPicVCopTAY+Bbiydw9/dTzN2jHI+P5WiwdQ2uoBdWmGpg08+NSCAFP27ig71XKHjPxHMgWu1wpUOlRv9x7xk0NrfEOqHUrkYy9gUT0OcTCPxSCncH6J8IZyJ43BhBaw01C3EvGXoFau0zq/wrfYPukcqgIRmlXwWj/WyTjB4QQmIy9hmT0JSEg6s0fy3QJzNco86eTbg2NNrfCJPdr3KZkITD9ubnYjuqFZYhnsuRoCpo8DYr08w8I9Hot1qyoEB99TRQIT5/uwq9+eQg+bxiRSFzGGJNEeN/9Gya1FlKVjc6cgIGLJ9v/LmfUCMi+j5F8eIYOBcq0EhAs1KhvwE6DrAaCbziAwMjMGvxZoyYCSw2LkRZmTZZDgBjFFFg/KXryRK+zLfxs+6OmwHDwR/CEHpSuhNymhlPmua9b0AVOuVatukB6snMZyxw6dSnyrR+ZM5AhCEimhuANPyaL9Wzti/MBA75oDB9bv14GFf34xAlcK/N7w7h0oR+RSAzVdYVXPNqahMEBf0hqg6vKihGJJ/HQkdP48LbFm8I4k+m1DShxfB7dns/LBMncMwyegUblQonjzzIlorwFZwY4XpiKgWxTNenXwmK4DibdSmkLZMZAcTJz374w39M+AS1Dge9msgK5ugXyYNJvgEG3VMSQXhl8CRqVBtFUFOudG6BRaXHYcwjRVAQ15jrUmGtwwnsc4VQIidEkNjo34qz/DA55DqLKVI2Nrs0oMUyeNHjlRqfOmnt0Es9pNM3RxOR25C2kh0PIcdLIm+qcpHMifALqfIxGoVKx9Ks4buV7tVBr6uTBWj05ARH/3yEW/E8h3uWp3eN7rV0h3QAEDcwesESg0a2ZRPIb2xtmhNQF0BnvkPemkxcRCfyL1PwJMpSywsTfk/17pvUiD3mqQmkRZKaVXRgzAczR9Exr5ltvPOQunQ0d4T7hDMzXmKn0B6OorymAyXiVywS0fW82Iz/fih27mnDyRCe2b2/E3tcuoKh4cpTI9N/EGtBc/Sedc9Zy8RBk28JcvMIbMPM1epMO1797m3AM5mIELDXLFzKHgVMGHZm0eGqstukNP4FI/BSsxhuE5W3QNUErE+SyPcZUtgoinmxDIPYmvKFHBBDkqvFmzahdBpf5AQEXCzEu0iQeekK/zHkDCrks8E2RQHZZ3gOjCLgQxE09JyQGJUQGNhh9E/7IsxJ9ThZIUlrB+D7WqOdjVOCi4M3PT5+S7EBxjhGpV8MIdHltlla6EAnFptU6F2IH27pE3/yeNctEdIhGWeJrYVz46YzZctg18meiRjjdkvCEHlaGIJnfO63lcL7G65etjSxz+cJPChCgTDCjdqogUihLwzHYrFNPmJeQ/bS0kaVHZH4GO2pCsTfkGuNzM0XQFMxymd8l2bLUaBId4Q7cXHwL+qJ9OBc4i6XWZTCo9IilojjuPYoKYwXawpewxrEWZcYyGNUm1Frq5f1b3dvh0s0/epM++JymkOEUWWIdUonT0OpvwKiw2VNIJQ4jnewShv18TVTryI5XVwk3YNT4biBTmiDISMReFPVDtW51JkWe6cUXh5qZeCqvr5dtpFMd08BWHkeXG25AJPDP0rpIfoTO9oD060/+/STcRkUrIbNnwmHQaFcL8380h14Kjwed+2hqQM77OMF5gvoeSwzqUsSjTwsYYMvkeDdJMkMGvPqjm6/E6DOX2Wqxf/g0zvrbsD1/1bzKUfRNQ8MB+AORa6NAGI0msGJlOcrL3WhpHsDSZWXo7fXi7Jlu6SoY+2GqPGHcU6qV2QGKC01l9E81ar5HggoiEgEg29WZp87WSFNm21qdFptvW4Otd1zdCIz9+aXO/wNv6GGZtja+YKWkLhsLXIIn9HNl8VNZpZdfYQJHRRqYg1YSKc5zn31Cm0ZdjEL7Z2WQ0MKFcCyyaHI6HB15LiMgoBY807505gQgJJqpRMhFATCM/glc4uwRpjZ7jjHLek2tjNClYhy3N1tb41TjAJ27m5Zgf1cniswWbCwbv/6uppGoc/Fcr0zC5Pjsxah7b6opl1kEvd4AkqkUimxW3Lp8ervu1TIutlbDbhTZPos+379PIGCNG7sO2H2gUtlkIuLipPfTAg7jqQ7EIx3wRZ5USKwqm/zLNkGVyiz/yv2QeT/LVel0WCS+CbBnA8fK76Mk8/th0VPcKONAOB5YY4VZHYQ37sEp/0noVHqUGEsxEld+v1lthlvnlvfRdCot1HkaqesyqzC/unab1Mpzpa+VVj0dNLrVUGuaRHGP7YVqzVKkU+1IxQ8Dkj5fwLVGkKEuhd7yUUQDX0HY98cZop9WSdHHD0tbIaN9CbJGRxGPPC49/ozS80iwQwKpxAkh6umM9yk190lfwa6I66AK/Q/i4YeEG8DOhqnlGJL8wr6/kt/MjAP3IZ1sRyLyuPASVGMtoRO2rXJL5iERexl5gX+HimTLdBhq3To5XjRmPgyWTyLi/yfhOGj0u+Vzo2m2ap4VsqDR9mf4dbY85GGzezleHTyK14eOY6m9Ghudy2BUz61USAIyZdMDIXZmzD3ruuC72OU0y0wCKhBynPHZs93o6/XJXPepVlTpFkY/W/IGu0bE2TPVPpMRMAz3Km1y7lKnjB6+GqYz6lCYkZlNxBOiMng5oHKlZtA2warfDqO2CaOeuCi9TXZ8dKCcMbBwciIjqWL770s99kp+Cz/LUgGn3/X5vjSL1HFaSgl8hOT3zOtb5JiUOP5CshCsWbOEMNvI5KnGDoJDPT04Pzwsywcn5XG4x1W3UWWIEcdfx6JxaWS7Unvm9EVsra3EEyfPiy76B7esEWXCa2kc28uMEstP/b7/EIc71Qjq+rxfEk6KRerGiy/pK84+Nb95FbMZs1YEAgXWj03STGD9f//Imwgl/VhuW4pwMoaW0AUYVAaY1AakRsPQqVQybTSVViTKtXmj8txLA09jo2sLivTFSIOqkXp5HzN6qgkqeopphCjH9rVY6Ds5ZhNQFGej1LzzVMUw2v4S0dC3kIy9LrV0lbYROvNHkEqclYzBRH6ApMZVRdLrHwpQVwAwW6ZfN1LXZw+/ugTx8E8QC/9AYdBr6mGw/jF0xrvGOQASZdYjyW6CyBOZ8oRaHC5r+jrTu3MS/fgbmR2glgE1BNg1MN2xu6DWNon4UTL6rIA7lcoFjeEGARm5uiq4Xe4jjx1BA4mAbBE0TMiSEHTI71PlIxF9QsoU3G9mINiSKMdXlAWTIjjETK3yyEMeuU8qZjok5awIEsmo+clARlQBk0kZIc+1ZqY11h+NCcmZ75mv2bRm3F++Bz9ofwpfvfhzrHY0YIm1GkUGF/Rq3YyBh1alQb2pQlai3n4figrscyL5XxEYWL+xBl5vGE6nGRWVbnz/u3thtRjwnvdPVsuiVTaVwuq0CBjobumDb9AvOgMzGQcOZWv5NSsqFjS4aC7GNsbqpWXQGbVCJrx4VJFTnmkmwmIYI2dGOxp1gYz+7fH8LUJxErYWx9Qql0R1DtPdCyINTjctnOZ3IJpskXKBSIcumuVBr6lHiePPxwYeURxJpbIgnZo7GAjEY2j1DOPdK1bIRK+XLl26JmCA2a5lqyqUAT5q1RXzBWiBaEwGFm2qLsepnn6Zff5WGCNol/l9Mv2PmapcZSJmfPp9X4bWVSR8g8XuCFhMY2nOaboPhbZPSZlgojHtv86xHmGKXqW74TRWIC+dBge+GdRF8MUOY6nFjWjiDAZTBilXJEcjaDCpEE6NIpG8gKHRHiTTIVh1NfDEzkCvcqDAtBnqTB8+jWx9s/OrM6qEsoVPkcNVnLZKu1wUBZEOirOko6eDEtU/prtV48JaTO2b3T+Q13/1P/uh0ajwzg/vmOF7mHnYpmQAZNvK+aZWwCTNE5L8qAOgrZcIXFFrpNPUZ947G0glEKLU/O6cmSPuu9H6x5L1EL0SkVfmZ2yZkkKu9m5VhnT4hcx+Zz4jTn3i+7QiYsR9V96XVDRWVOaMhDP5XioYLL8jgYyS3ciT7gYp3Wb+X2/5jPz/1O3T9rV14Xz/ID62bcOMsuHf338ETpMJ79+oZC3mammkRXDomPc8+qMexNJxyRAcGjkrGSlFeyT3dzp1Vvx500cRjiTgdllgmQNH74rBwMSZBO9450Zsv65REEh+wfS2QdbhV17XJAI/l0514cTe89j9rs05tf2ZFXjll/ul+8BkNWDDjSslq3A1jIiO2gJldcUy5Oj4K2dl6NHK65bMyFO4su8zCnM6SxA06tag3P0lDPi/IkNj2Le/4G1DC5N+DQqsH4fVeP2iyRwrQzJcKLH/IfTqcgwGv4vkLGOS51OC4GyGAttvwsg6XyaNyMlzVI2bz3dQjlijUqM3EBAiIZ0z2wzter0Mx7laxmvEnCMTdiW2pqIU3V4/GoryJbLghLO3wpTzbpcMUzI1mClpTe+3Jvej1/tPMhiIsyrmauQC6DV1l+W9XKnxXjPplqPA+glYDDum6WIQwDh1Tti1dqhGDSLCo8rTwKY1waDOh1FTCH/sIlR5IWjUVkSSvC7zYNPVwx9vRqV5O4KJDmhUJsQoJBZvE5JsTgdIx6W5fAnr8OsXUVVfiPwieyZaners+P9Tn2MpVjn+AW9YSqCzHxfOFHACU4DR9Pdp5vS+caOw0QAS0WeFWyAOeYbvB+cUYH7359z3m++zA6rcY+ez5MVJz6mn/v/MqqLLSwpR6bTPKgrmCUckZT9fY2af5EFvPAi9SiuPicb1bSYSZWo0jRCn9mq0cg0kJ3T6XTUw0NkxLFMLrTaj6A1U1xRgaCgAjycEt9syrVVwzwNbceDp4zK18OGvPYvKJaUyXphkh6yx6+CFn74hioE8Iks21mP51sYrGAh0eSsod2H3u7ag41yP6Ab85IuPSMagfnWV6BiMs3gpXzmKeDSO9nM9sDpMIlM8nzQ8eQAkBo7PmGdkXItSx1/Batgp3QGR+MnMTIC5pZwpC6xVl8Buugtuy3uE9DdxIVIG6UwpfUgocHnN6ona1sw45Ns+Br22EcPB7yEUO5wpG8wncmVUYRByGNPQDtOdErFNrCeSa0AC2XzKDQQCZq0Wb3R0jB21py5ewPLCwqsKBq6Gba1Tpo1xauFNy+ovO/P8aptWXYpi+x8I+z8sbWK5ZxgMqv9bOgwI8uZyT5AkW5X/FelOCMX2K7M6qD0wa+vcXE0t3AJ2KNgMe2TUNlshc7URkph1U9Et0ORpxfEzgtSqzIhpPdCpbFCrDDBoCpQOntQIbLoGKQXE014UGbfCoC5Qos48lfxt1pYhlOiFUVNAqvC8OSixaAIvPXkcd757s7StSsYps0byumB3ley3RiVgNKvyx8+Sk5WnUk1aOeQzHKFLQjYBnkYZLMTn+Ry3M3EbPHNs/Z5veZEzC9LpIYymAzIXQZT8LB+fpCR4NUzaSEnkzcuTf2m8Z7JOOPscjUPMCP5INpbPihIsJX5G5fPZey27vew2+B0sCfB1HhaqnHIYGmeHTN0XfgdHDPPzo9NeozZFZnSzSj1jwMkJn++pvAnB5PyzsDpexykD2gZGYDbpob6aCoRZe/aZkyI9vHLVeDr26JE2RMJx3H3vuNJUlkS4YlsTbvvwLjz8tedw8cgl/Osnv4Hd79qKJZvqJC3P0sHeRw/h4DMnZKgRVQXf9bnbRXzoahov+ps/sAMXj7bJNMXjr53DP//m17HxllVYsrEOFodZNAW8A36ZlshBRcxwfPAv3iFgYCajkydJSVncss9RlKI2RwTmhMN0L8z6LdIWxSxBJH5aMgUkRgnzVlJ0vBhJXLKIE2V0RRDBlixOJFSpDOMXbzwp2+b56OkYRsOyUgR8EWnFpFpefqENRrNO2kF54WY7M+Rijyvzt3s7R2Q8L8GRLDzQi3wtMxDsfKCEMPeTrYLKfkYnpEAJpJjSMkqbmIYiI9oGyVqQsU4nk7vObEAwuQrnPJWSfqtzumDV6aWFMZJUoSMwjCq7Y9KoUQKB969aPQ0+ZW81japAFBhz1b7pJLiP87FIMoFOvw9VNofU9WeOSNfI9vn+88NDMjeBBMdaR5n0uecyWZBU462zObYMraZUrpVcRv5FrqhUhEwCPiHLlVisOSMavqcvFJTIo8yqMK55DYVSteiOvA8D/gAqbDoUmCbXifn+s0MnodEeQZHlulllrMePj1bpGLDVIZl+LxLJbkQSp+S6YlcAyYAcXqWQBHn9U/6a90BWXjjDQJfUskHuCRJumVkyMWWu3wi9lmCKw6Nm3h9RTs2U0wgGspZvGF/DzJoKRJL9AibE+ZNbN3Y28mDQKNNNoVWk2E2Z6H++DvX00Xa89sxJHNvfAp8nBKvdiHVbG7DrtpVIxJJ4/rGjOH+yS5x4w/IyXH/nGtgcJvhGQnjkx2/KfV5Y6sBAjwdlGS7UmaPt2Pv8aXkPD9nWPUux/YblOH6wFUf3teADn75eNDK4Tjz0vb2obijC9hunT529nCXjx0SKmFkBTiDVme4X3sDVHg89Eo7gv/ceQF2+C6d7+xGIxnF9Yy1uW94oY8EfO3kOvkgUalUeTnT3w27U4+PbN8JtNuFAW5eM4g7HEzJ6+4F1K1HhsOHrew+g0unAXSvZHZWHHl8A337jED6waY10+Pzw4DGc6R2Qcd6f3bVF1ime/8FgGD88eBSdHp+M++7zB1FgUe6VLq8fj508i5YhD3QaNfY01GBPY63s41TjvbnasTAdCloikYJjhVmCaF1GbfeqgAGS/+KJpMwmCAaiCIUyzPDRUQwNBgRx5jI6lPt/5zZoDTo89vXn0HqqE60nO6VbgBE4ywIKUlXLjAA621U7l15VMh+N23cVO/CJf3ivzDJgZqL3Uj8e+dpz8shlVCGcmNHIZSQpmU3vltYlrUo3FiVE0hzF6YFeZUA4FYRJbUWMOt/i6M1Iazai2HE9QskM856lA8kUpKBTGSX9zyidjH3FkU3nBRDhd7YOitNfub5ahjXxAjlx6BJKK93o7/ago3kA5TX5sugo9W41rA6jnMfeLo8stSQiERAsWVUBV6b8IwQddQG0xj2wGnYhNRqQhZyp5NRocKxTgGUL1hazQECrKZlT1HjJ58W/HVZBp/5zOA0GrK9cixqHEl2cHxnCD08dxec2boPbOE4Ak8zFLNu1GXfJY7FsIBTCd04cwe9s2CqONZfpNKUS+dI80QiOjpzDM53NqHe6cGOjMjxlIcbfSu0IPkhi4s/Wqed2G//0zAmYtXp8Ys2GGYAG8HLHJWnP/Miq8a4abzSGs54qPNb8IXxk1VpsrVHGFGctnIjjJ817UepcimLr5O1yW1zcZpoTL4Q2db48THqltqq0C3qQTI0gNcqIM5yZokmgmVLq50qMpwABlVl4ABp1vmTfFsMBTb1OTdpx4J8eTcEXb4VNWyX7khqNQ6eyZPYrG3WyLW9+EXZtY7FkWdubB3DXe7egqq4QJrNeFvVXnj4pzvuu92wR5/3EgwfEgd//G9fhmYcPo6ttSP7musz3FWc4WSaLHht3NMLptqL5bDeefugQlq2pREVNPh750RtoPd8r9zfXhOMHL2HbDQuTRldrl8Bg/S0ZBaxSFctQooW2NM/HGKXTMUcTSTywbpXM86DjrnQ5sLqsWP7/+fMt+OCmNfjo1vVjI87P9g3gW28cwr2rlqK+wI29Le349xdfx+dv24Myhx2vNF/CzoZqee+Rzh4EYnEU26wwaDX40Ka1eOjYaZzrHx/uxXvxZ0dOiNPn9wwFw3i1uQ3LiwsRisVln8x6HT66dZ2Ai+/vPyrbW1latOg+LpFM4WLrgOjo1NcWwe00Xx0w0N4+hFdePofTp7oxPBzC/n2K9jdTUd1dI7jvnTNP4bM4zXjHZ29BSU0BXvzZG0IUHOn3ySRDs82E4qp8icZv+8huVC8vF6CQy5ZtYavVqBAL3ZdJgziL7Nh+zwbJNizZUDsjyauw0o0P/Pl9AkRef/Qw2s90yb5RsphRMeWKObeA2YClm+qxeufSWb83lo6gO9IKl64Ig7EeGNQmcbDe+DDy9SUIpwLwxAdQbKhEc/Ak9CqjtCoRPDh1BYikgijQNyGc9MOXGEGZsRZ23bi4x2xG5996vg/ekZBkBEaGAgLijEwbqVXQajUw2HXwe8Li8LnYcGbDYJ8XhSUO9HV5UFBsl0WHTPloJHdNV9qI8uzQ6HLX5RZiJwYUrsCfbNkhLYNm7TjYqbE7BQg49NeWXT/VSi1W/MGm68bGJl/OuL8PLF0p5Mb+8NyJkZezVzvbYNPrsbl08ciSd9Y3TRPTqnO6UWqx4fhAbvEpg0aLz67fIudrqr3Q1oJymw2rC+cgtTsha6BVF8rj19Ho8GMpL1KaYiTTYSRHOVo2jmCiF3o1W4FViKV9cOjqoZnHgBuLzQh3oU2yd658K4oy01p5bzJbsGlHE9ZsqpVM6/CAHy89cRwjg36cO96JHTevQNPKcgmo9j57akx+pbjcJfd+X/eIlCC4NjBDSE5CZV0hju1vRf2yUpw8dAkFxTYUlTnn7Zz6hvy42BFAPFGFskI76iqoj3LtuC4EmjvqqsSxJlMFotx5YWBIRLt4JVc5HdhVXwP7hLT+8e4+WA063LqsUSJ1s16HV1va0DHixdryEjx68qxE+NUuJ/a3dWJrTYVIDRPYcjtUBJ1owVgcJ7r78I7Vy7GytFhAx+Onzsl5GAiGcKq3Hzvrq9E65BGAzPc3Dw0L92C2QIbG+5HiQ/2xEXjifiTSSWjy1NJxUGhwwaaZrMJr0GtgsxoQDsdhvpoKhIVFNmzcVIvW5n5UVLikk4BGJ3PLbavQ0FgsbVb7nz2FrpZ+2F0W7H7HBpw92IqLxzvEuWy7fQ183gju/tTNMn/g4AunsemmFWg53Q2L3YQzh9tQUleEk2824/SBFtEpuP7+jaI9cOjlM4jEkrjlI9dj1baGy0ob1yyvwG//+2+M/T9HZyYSdDgpqNVUDSNJR6m9WZ1m3PDe7dh+9wYM9XgQ8AQFqPCMMhtgcZjgKnKIOuLlbhgV2cBQIZoKQ6vSoz/aiUJ9GWxaFxy6fAQSXhToy2BQm6HN08Go5kQqNUxqhW9B7m4sFYZZY0NvtB36KYNBZjODUYfVm2rlImJkQOTPVs7GFWWyWHDBkczGKBAOxQTsEHgFfMxQ5CG/yCZAoLKuAEaz/rJkpMUwqgj2hQI4NzwkNbvhSFjS6iaNVm4spq85f8Co0cKm00ueRVJz4ZDU9uQGi8dh1etQaLJIup1Rw0A4JM+zPMfn6TyTme1xO0ORkKS5801mOAzsYVfS3t5oBMMRRqNpmLQ6ETJiin0gFMRINCILkE1ahpTrj/vI571ROoZRIS8ync5947WiFZLj/Or/VMcbDIdlCiO/m+DDZTTJb+0O+PBY8zk0uvKljELQVGZl+l8l+zASDcvv5G8sNHPfleuVNcvugB+xVApOgxH5Jvbw58k2WfpIpFNwGYywTQBc2cg+V2mB54nHhN9L8Sd95lKhEiS/h/u4ubQcWpVa9oXHsS8YhFmnk++n8Tz1BANyvEzaaz84aP6WFgCQovbHaAShZL84/eRoDIlEEJHkIFJIwKIt4wSE+W9+ymGmQ2MWgPcygYCIQ1n0EvlFIwl5jUCCxvXQYFLeFwpG8eP/fknu68YV5Ugm0nLPMHvLAIDlgh/990tou9CPU0fasX57g2Qi5mrcVnvPCP75uy/gdHOf6GIU59vw/js24J7dKxelu2buLdCK0+NaxuidmYIsqGVqn89NtEg8IRm1LH9Ar2GGSoVQPI7lJUVYXVaCVy+2YbRecebrK8tmJQuSD8ByA8sQNN73Jp0yr4RZA75GQjABBu2mJfVoLCBomnmb3H/yBl4bOoa9g8fQEx1EMEHwqczEYNtrvt6Oze4V2FmwFsUGt9yHCk9kFP1DAZSXOWGY47CieYMBq9UoYkM9u5agpqYA9Y3jE+OyP6z9XC86L/bhtg9sl7a9cCCKE29exH2fuB4nXr+AU/uahfFaXF0gTrb9Yr+QCU/sa8HOe9ejuCIfOoMGve1DAiaWb66DwaTDMz9+A55BP4xmA/Y9ewINqysFXMzVWNMOBv4TicQZqS+azB+ETjcuPpL9DcwCcDTy5bc3mmFYc8GffOHTwddYlme0wPNQaqiWE5XRZIRLV5ipfOZhpX2rUq9X9kD+WwDWHfMke1BpapTMwVyNjr2gxD7+eyqVCzQr3TzxAuSikjXWH0lQEmKjUSulgflGCRyS8crJVrT0jovVmPRa3LiuAWXumTMIdNqPXDiLw33d4lR/ePo4Km12fGD5anEyfP65S83wRKP41xtuk9o7ne6Pz5xAu88rzjYQjyOeTuGTazZiU2k5LnqG8a3jh8QpEhBU2hz47Q1bRJfgr157Qf6fKXy2JpZbbfjcpu1w6g04MzSAbx8/jFAiLk6QToslAUb4Jwf78WTLBbR6R/Dlm+4U/gKN+/y1I/vFedO5JUfT+MPN16HJNfsNP5u90tEmx4QLHGcuLHHn49PrNqM/FMDDF85KFoUliy6/H/UuF969ZKVMPPvOicO45PPIohBJJfHb67dgdaGS5j7c1yNOmvuryVPJ71qaXyDH4OnWC5Jt2FBchj/ZunNO+9jiGcETLedxsKcLf7PzRmwoUerlPCePXjyH04MDCCXImRjG6sIi3NWwBN8/dVTKPL+5WmnL4nn6twOv4y+v24NK7fznXMxEKsuCL14THGCVNV438RQ1ARSANt/zk5aSnRXpUZZAdNDkGWHQuDIaAwmYtcwYRKBdwERPyYaOQrJxjOizzr+ipgBtF/vFYVPbgqUEEgyd+RYUlzkl3c8AgFwhcgbKqwvgHQ7izLF2fPh3bpaA4NyJTrz2rDKuncZtugutwkUgcFi1YX4CZSxH7jvRhmPnu8fKw90DPjzz+jnsXFeHfOe1UQIlaG4eHMbGynIEYzFx3rutljHnLSToKZ+pcjlwsL1b6vpuiwk93gBiiSRKbFYBBswE/PDAMbmOalwOlNqVcqCAqcyDyz9BQF7eqICNMrsNZ/sGsaGyXIIblgNIYHYajcIhWFFahJuXNIwFD3qtZsZmXAl0Yh78rPN5vDRAaey4XK/0IfwMAYE3EcBw3IeWYDeOeM7h47X3od4yroqrlynCqqtLIOQFQxliRoz8MoWxPu5kEokkNDq1OFWOBg54OPuabVhGec47FJCLPB5LyEXEIUE0R4EVzgKbtBRym5tuXIG2c9149dEj2H3fBiHR1K+sQP2qSuEWUEJ4PpakwlXiOKy2P4FaXQ4V+3qvoDeadcxY9Fno9NuhntqWwjr2BCIVMwVTjuLYN7M8MN2Uk2jXuhcwGS03eWkuz3ExKq2aWzkilxEFP3f0Ap4/cnHsOZfVhGVVRbOCATrjj63ZIIv2Bc8Q/nTLDvnbqCW6Bm6tbZTI/v8e2Dspjc3vY0bhT7fslAiYTpzOmmCAJLjfXr9V0td0ml/a/xrODQ9KuYEgoMbhFKfHKPYLr72Is0MD2FhSLnwARqmfW74NRo1GFgQCATqO3ZU1AkT+6tUXJu0Ho94PrFgjmQxG3V8/egCvd7VL5L7QK+z1rg7JZHxq7aaxhY2gp9xql+9q9XqwvaISd9cvkUiEWRMuMu9oWi4Aivv3g1PHhAewLF+5Pul8P7xyLSw6Pb5x7CB+ce4UPr99tzhnHn8uYswOzNXWFZei1uHEb488LlmHrDW48vHBFWvQ7B3B3Q1LsKeyRrID3K/t5VWyX3c3LEW+0YQDPV1y7orNi+M8CPaO9PdgbZHS/vzt44fwmfXjhMuhcAg/P3cKpVablEW080xpq/N0KDSuGft/i3a8zZp2JeJTbFUtqXTj0Z/sk9o/6/t08jfctQY/+tqL+M6/PytgoK/bg7vft1UA/M5bVuDB77wmZUFG4+RyqdV5ki0gR+iFx44KKCCJcGogsG5rPb7/n88LV8BVML/jH0+m0Dc8nSc26AkiHJ1dIXUxjQ75QHs3BgIhDAZCsBsMMuBrtjWTOh7kAvzfF/cKebB92IvbljWi3KlkipkdEK5G8yX89q6tQvTj/cS2331tnTjQ3oW2YS8eOn4atW6nZA5IWvze/qMYDIbGsg+8b/MtJty5ognPnruIc32Dsi3ep+/dsAoVztzgl2WBBzufx/P9B6S1cKNrKVbY61BqLIBepUM8ncBA1IPzgTYc917EKV8rvtf2OH6/6f2wwCRlgqJCG2w5hKcWBQwwHXXieAealpTAkSEltF0axNNPnUAkHMOmLfVSQiitLsDZQ6145FsviYPffvsaVDYU46GvvyCf2XHXOjjyrXj9yeMS5TM9TxJhtpWGxguMpYWetkFlwJFJj803r8Thl89gZMCPmqVlKKud7IBnMrKQ0+kRJJMXReBCxliSjJRBTQpBiWz4RGauNdvdtGMa4qOjZDaHMnMWSIKzilhGMnke4chDMuebwEClsstjMY3kw4lGouXBF07h7MEWuWjX7FyClVsb0dc+hDefOobbf2OnHE+i9v3PHEc8msT2O9fCO+TH648dxUDXsHRobL5lFSobS2U7rae7BKi1nu6U87Hrvg0oreXNcO1EZOhome4mO59Og8Qd/ps1Ruh0zLmMkWyTu0AcDR3T/p4uuXHpFJhRYCQcTMTFCTCzUGMn41uLnRXVUv+Pp4ySgmcZgmWH/lAQ7166cizqn2jazH5MXWfoQOmcL4wMIRCLyd8sOyiOYWHH8YbqWvz49An899ED2FZeiU0l5WP7QIDDtKaUTSak9KPpNHqCfpwc6Jdon+CHoIjtTrSVBUWodbjkOPO4PXLxrAgbKceXtXr1vMAAzxsB29QUqi67j0yXTtlH7gNfO9jbLSWE1zrb8P4VaxBJJiW7Q/Bl1xtkGyyR8HmlFKKVcoY3FpXvYzmDX8tzys/wPSwzhJMJ1Dvd8t0EZt3BgJxXGj9D4LGlrBJnhvoliOG1wu9lJoif53ZmSgmL+lw8KQ+eVpNBB+2UMtqViC9x/Xv/p67H+VOdcu8WFjvkPqxpLMYn/vh2yQ7w3r6rrhAlFZQsV2HNljrJoPZ2DsPkCGLbbRYYtXWwO82SFWDWgPtdXV8kg+XYcSD7mZeHqvoiAQXrtzXMW2xNAGiOz5gM2mnH5Goao/J7Vy6VdlxG7OQOZFn8NzTWYijEjpTJnyFg+OyurTjZ0yfdBjctqceyYvJUlP0267T4xPYN6A+EBDhMNN47O+trsLM+o1WYaUMkJ6DIapFSQKHVjPtWU2BOaXO8fUWTZAZahkbkXJTYbfLeXMbXT/tb8eLAIZjVBny09m5cl79apK+nWjK9HUc85/H9tidwwtss5YQ9zo241D6EfLcFRoN2zuWaeYEBagg8/uhRlJQ6BAyQkPLzn+0XpnpxiQOPP3pEtAc4m+CmB7bI8BZG8EzlX3fnWoQCEZn2Z7EbUVjmlDQ/L2Y6e5YLbnhgs5DcaLwB1u5agmWbaqXeTS5BQZkTRRVuyTwYTTPLQE418gTC4Z8iHjuIJAf9BL4s0pcWy8ehVlchEvkV4hzcIa1LgMn8Puj1ZJ+PIpE4gVDoe9I/K6Kf+s0wmz6AeHwfwuFfIBE/hVDwmwIQjMbbYDDeiqtlTOEfeuEUXvz5Pmy8YYUc/1/99wvSW1xSlY8Tb1zAiq0NWL65HvFIHK8+fAhbb1uDVCKFX33tecmsNK2vkU6OH//LE/j0P7wHfR1DePzbL2HzLatRtaQUp/ZdxCPffBEf/ov75lWCeSttojPKXhOMcBnhj0TCuKW2QYAFHeP4HPO8CfXpbL/2wvfhuUsteLz5nKTBi4tK4Y/Pf9rYVCMxsNruxBvdHXii+QKO9vfi9zZun7WuzmwESyx31TdhbXGJlA0ITrI2Ua4kG8Fea91AgqRtZZWyrwRWXMAbnG788txpRFNJcewEdcw6sBwiEtM6Pe6qXyKfYVmBmZo76puEr/BcW4twJvj+FfmF2N/TKYCQZFOed180iieaz2M4GsYddU1SuploBBfMJhEM8LvubVw2rX0ya/FECs+9eR5vHL8kDu+Bm9diRUPJ4h4flxmbdy6Z9jwJhVlS4UTjGlq3pEQeJDJS9EiVIS6SCMxH1kgonOh0Ws/1irgRwcZ8s4/8/Utri2Ax6hDMkIzpkFc3lcFxjdcOkvqmOm1abb5LIvl8swkNhePnPS8jE7y1JrdQVl4mO7C8ZPJzzBzwkcvo9JeVFMoja6FoXNj9PFbcFz74/55AGJoZOmx4zx73XpDof2f+WuzIXyPKg7mMczHWOZuEXPit1kdwwnsRO/LXoroqXxmkNh8dnPkOJ+ICQqVBXkhnTnfLfII/+pM74HCa8N1vv4rTp7qwfEW5lAP4yBqdPR9ZU+lVcBZM/oEarXHyybKb5DHRbK65tUlMNEbrZvOHoNUsRTD4ddhsfyacAZH/ZBSj2wCdbqPIfUYijyISfgg63Vrpcw74/wV6wy4YDDdn91K0w3U6yi7rkU57YLH+bqbscHVvgJA/jJd+eQA1y8pRt6pSzgE5GIdfOIXf+PN7ULu8HAefP4WlG2rRcrJTyJkEBh0X+3Du8CU88Du3SvcFOze++/e/Qldzn3gGZgpu//BOAVpldUX4zt/+CpFQ9NcGDNBZkEzIiI8pQdagWR7I1oRzXe50KueHBwUIrCwslr/9E5ziTHPL6QRYBni+rUX+ZbaBGYZCs1kcC/8m0BDCUDIhkSpVAlnaKLZYsaW0QpwLI1FGtzy+5A9Qa4C/gZ8XLoKKhKWZoyeF6KfoArA0we/45fnT8MUiAgYY9bKMwqwHv0vJpugkI2HRaiWTwGPE8sh4RiUPx/t70ewZluj3UG+3OF0eRzpgZf8m76MQMdNp+c18D38v/+b+cKGR98Z5PNKIJJIygpmRU5Z0yM93BXyyj/z/bNTNrMxL7Zfwo9PHsaKgSI41Szc7Kqrl75+dPSlCL26DUcoeBHbcbx4P/u4Gl1sAAMVbeBbJLymxWOS7t5VV4eTgQEapjVGeDvcvWS6/lzwLZg0m2oWRYTzf1owV+UVCviS5dCYwEAzH8NTeMzhyrgs6rRq7N9ZTY3WWq3cUoXgzvNE3JANpM2yERbcMw+EXEE22Qatyo8ByN3zRAwjFT4tUeb7pVngir8hMhGTKB5uBZZ0VGAw9JdMYTdRn0JTAF+XkT7Yd58GiWw6TrgEDwYdh0tbDbboe6XQSw9QsSbRAo3KiyHKftGEK8a+5H/tePoczxzqkBEFNg/kaA7ZNK6rw2ffuxIsHLkrNffOKKtyxc3nOjMFbZWTu9/oDApoKLWYhG46EwvBGotIVkG8xKyRWX0D+JT+A1xE/Q1GiQqtFrn1mELL3SoFF8UvkHFDDoMRmk66EqdbaMyzHu6zAIc45Eksg325Ga+8IzEa9gAJaWb5SnqDx/ZeCPTI5c42zUWYRzGYEBCtsdXBoreiI9GPQ50MqoHBP7NYEdLPMAZq0nfkc1KziFXUGgsEo3nzjojh+p0tpbaAaIdnpV8MJHnjmOCx2M9buWT6p5fDM/mbY3ZZZBYDY5kIJzzxOAKQQjkwEVFI0ykxvLeLxQ0hzQFCyVVHSGo0hmaRUagIGw61Qq6nsN5FoSJETW2ZAiAPqCTO9r5Yxsme7I+c29LYpPa5anVrknnmhr9u9DI9+60UMdI3g+N5zovJI599GdcUBH17+1cGxlFHNsjIpvdDsbiusDuUcyoVDDsgMehFX2+gw6IAnGh0encMl7wiGImEh6jW68/H+5avlpiUrOHtm6MD4eTqdO+qX4InmczjU1w23wZQRK2KKP0+yCRNbeugweaPTyX501Xp8+8Rh/N0bL4vTcxlM+Mz6zeLEfnLmhJDmPLEIvnnskDhT1savr6rDN48dxBf3vSadBIUmMyxanaD8Y329eLzlvGQm6Ei/tG8v1peUSqQ7k7FMxqj49NCAOD+m+W+oqoPbqDgpPkeQQIDQPDKM1UUlUtrYXl6JU4P9+OKbrwnfgBE0jxF/KdPsRRarOGA6Z5YFPrRyrThNHqOnWi7IZ7nYfWnfa9hSVoE9lbVCBDw+2Is2n0ecPcmBdNAsN/B4sDTSHwrhp2dP4LWuNnxk5TqU2+yy/V2VNXiy+TyO9fdJNoD8AR57dm+sKCiUz5MUyWNLxgG7IHj++P8ENx2+iIArAhVuj9mOUqtVSIvkaVTYHLincSle6biE7hY/PrxqnQAvLuosLxAkkWA2EolItobbVkANwVlKtmtQq7HUXYj3LFslx2mihsVU6xn0obN/7kPEGKUPhB5WSpDQYiT8sgCEaLIDJdb3iRZHMuWFP3oY5faPwRPZC3/0IMKJVtgNm6A3FGM49CxSLFPmqVFq/Q30BL6PRGpEmZGQ9sOsW4JIshUO43ZY9asRS3ZL0BZJdiIcv4gS2/slUzAxWGE2kZ0D935gG5avrVowydWg1+Ku3Stw+45lY9HxtSwvWvR63L9mOcqdM48l5vV9tKsXFweH5fzvbqjFE6fPy/1Ohv+71q6Q1r9Lwx7JMOjUFej2+eU5vt+g1Sqg1uvDSCgCl9ko3QbDoZAACs4T2VhVji3VFdPkh5kF8IejkiEY9AYFXOxeWy/AIBCO4VwHh+MBLptZiNZZi6YVwiA7BuZiBrUCjGOpuIAyvycqcwnm0wk2LzDA0oDJpMMjDx0WEkvzxT589ndvkdf4g/z+iLy+2KY36GDPt+HsgWasZvpsAhi4eKwN5fXFs4KB2SyV6oTf9w/QaldCo22UjoNUqifzKm9gHiLFgUy3a5tgJRnTVWzH8k31uP5dm8fGdGt0GuFc0MGz7nd873k0n+jEvZ+kAlie1BMLSpy475M3oqQmf+x8mSwGdFzoFTLntbyBZzOmcW+srhOme9a4ON/TsHQSQY3OkA8CgolSojdU12FrWYWAijvqGrGuuEQWf3YEcFGQm1utwV9u3zO26POzv79xu6SiebzIrv/8tt0SqfIzrG/zvYx+uX8Ta+p0NoxQ1xaV4AvXXS9ZC76f4IIOnDc0+/Tfu2zV2Gd4pCfW0HMZ94kgg/Vw/m7W3elAs+I93M8ba+qkS4AZCjpGfudSd4EQApkFYQaB+8LonVoA7166SqIYOnTuJ3kS/F3cn0anG44J+0jjMeN+bC2vxMrCInxg+ZqxmjijcAKn66tq5Xj/xkpFg36iM+U+EvBsLimXTA23l1Vs5OXG/1+eXyhCTNnPXhwZRovHI5mDJne+OHECQUbzNQ4HXu1ow3nPkIAtZmK6g34BAjSSP8kxYNcJMxsvtbdiV2U1lrkLhUTJTMmdDU0Cag739gjIeLOrA5tKK+S4PXT+tOw793kmZckzrX2SHZirKeJDlK9dLRE9uw8SqWFRTpRxzHk6RV2UQ3g4sjnPiGTaJyqSRg2dNB1EnrQx0vlTZZRrEoMUjcqBVDoMndqNWLI306fE/c5EmBzQk6eRbRJ0jF1/5ArUFcpjMSxbF38rjKn+25c3zfoerg901FQV/Mnh4+Lkj3R2SxmAoJFltOPdffjAxjUotlnEmT5z7iK211ah2GrBT4+ckPbiFSVFONHThzXlJWNEQpIHeX9R+VAGlk35brvZALfdLNvkMRL5Y2YVowkEIzFEY0nYLQbopojYWTVm6RgYifvndBx8iaAAAbvWgnyHBWVmI8KR+LzaO+cFBux2I9793q149ZVz8oM++vHdqKpWWqfY82qzGUVnYMYdHg7g9JsXUFSZj5bjHSIsRFGfgCeErou9KK0txLrrV4gyIacb+keCWLNrGepXVcFVZB/TFOBnDj9/En3tgzJ2uLxuYUCARg4BMwIm07uQpzIimTg3VlXVqNmrH0MifhCqvB1jzldGW8ogDBLE2BExiHSaz9GZXD1BHLPdhJvesw1PfPcVIRExjc9jt3JbI5asrxHi4Lrrl+O5n7yB/BKHTGSkkQuwdFMdHv32i1i6oW5MrviGd+WWtH0rzWWcnq6kU2NaOJdNTefSwWXFgLigs+aeyyps9kmLBZnlE/+f+zF1X+gYKY88k03cxtTflOt3XVYZ02iSx0xGMMQIfKoxzc7HVKOmAC3b3z95H2f+LnZ6zGS5SJYTjeCrcsJ7eO3RURNo7e1ql+wNsxejmeN+c02DgICsUaxpot1a14hb0Tjp/BNQTDR2Wkw0dklMtFILsMQ9mXxMrsfljKRB9tNHY3NnynPokdt0E7zR/YgmOmHVr4FZtxTB+Gl0+78DnboAbvMtMGnr0OX/tjjyAvNtSIQ9AhyYDaDT5+eGw8+jy/ctaNUumLS1SKYD0KhtEvVrVFYE42fgje5FIuWV7RKA8LPd/u9Cq3aj0HwX1DKR79qYtHhK+yU1V/JwKdSFaDqKZTalve6aWR7G+vsZPZPc11RUIN0DBMeldhucRoO0J8rcAYNO2gG7PD7pmCDEomYAy3oE//yX3IhqlwM76qvhMpnk87l0ROrKxq/lid1HN25olJIBt1NVxDVqPBjjfdBkrcTBkdPYN3IKW9wrYddOFhaaaKFkBPuGT8GbCGKDayk0aS3OXujF0HAQ122uh95lWXwwwJ2pqS1AWbmywFL3mFEljQjkzrvWzqgaSCOAGOgYhqffJzr/RM0hX0TUAW9833a89vBBOAo7pZbtHwpg9wNbFM7AlGMw0DksLPhbP7QTj3/rRVE/XKhpNHVQqd3wB74ocrnU1c7KaKo15TCZ34tw+EFEo8/L/HCtpgkm84dEOlitLoJWU4dg4KvSUWAw3A6DYW792QsxHuO1u5ZKhuDUmxcFLBVWuOEqUhZrgqVV2xrR3dIvvAEOU8pKQb/jUzfiwPOn0NPaLyTO6mVlwuEgAFuzY4lkFmg2lwWbbl4lwkr/a/9ri23Mlvz0zEkc7u0WRjfLGixxUdyJXQYssVxNm0yanF82jPXdtp6ReTYOstyxWtj9jNQZ/TMjUGS5XzgBjOQ1eVbhCaRGQ1BBIxLexdb3QC2BRR6KrPdLdF9ifY/MaaBDJ0hgiVNG7OZphScgY3dtbHPkoBy9vI88gez3XG1O01RLjCZx1t+MSlMpHFobvAkfgsnp80GuptGRM6Xf7w/i/MAQ9jTWoKEgXyL511ra4TQZUGix4NZlDSIf3DI0jD0NtTI34NXmSzjTNyD/T96MUcsSUyGKLGYBuWvLS0WdkJnH6xtqJykc5tyXKc7coNOgotAx7XnZZ0cDHul5Fcc85/HLrhdxa8kWlBjyM1o14+CCOgMv9h/Es337YFDpsMm1HC6zFfU1eWisK4L1arUWZn+QPgc5ROqwU0oEIpqRp8x9p5FQSEniluPt4sQGu0aQX0a5zCQKyt0S+Ya8YekeYNq/sDx3NBgLK10KhZX5sLnnLoyj1S6Dzf6FSZrZanUZ7PYvIJXqVbT01SVIp31QqSjLqYPReK8QDNmayN5/AoDs5zl722r7IySTHRlFw7mPcF2o8dis3blUHlONx6GkugAf/ct3THvNUWDDze/dNu15ggY+ssbz8q7fVko/b6XJlC+JKii0oVw/qVEOUEqL7gJnfisCICnER2Oi3EiHwowNoxBGJNRvCCY9MKvt4+s+e4WjrSgz1slNx+0xervaMzD+18ajHqbuN5aUScYhm41gOeWmGjq0q2spkuriHTCpHTBpbFBnWogvZzLEaciPjl6uA/Mzpuq16skZFCkJYDwTQ8evnqBWqMmzTPuboAETR/5OvGQzM0rUMM76PdfKeK8e957B8/17UW4sxlrnCnme4GAwNgKLxoxNrtXYN3wEt5XswWnfBQFZlNY96Dkh713jWIY6S9UV7QfLn9tydAywDZCPrJn1Orx/4+SM0v1rlH2eaI0TOhJoDQUL54rNNFOFz9dbK3Bn6XV4uOsVPNz9Mt4cPoFKUzGKDfkwqLWIp5MYiI6gKzKA7ojCO+D71zsVzZGigpmzeYsCBtjKRi179qWybZARKgkK4WBUNAL4Gp0VswNBfwRBf1R0tal3zc8wQiVRjU6/orEUx145gzW7lmLvw4dkrDFb4DbetArnD7XKtidmAjj+mPMCDj1/Co3rqkVw6LFvviAjkSe+dzZjB4FK1TT9hKhL5DH+PtekG1mj4UUzfuFM/Cxna+t0c531/b82l0WXA5yOed/EQLQbqxybUWqsQk+kXZmISOlgfRmG4z1waovEkYdT1OuOYSjWBaPaKvLP8XQURYYqDMd6oTXq0R9pF3BRbmxAPBVBIh3HUKxbZj9Um5dDNwtRJ9tb7gtG0T3gRVe/Fx5/RGpyonRHCVidBnarEfkOM8oKHch3mmHQaYVxvlCgofTAKwzkvqGARKW9Q34EQ1Fh2nPbdosRlSVO1Ja54bSZFvx9kr6PxIUXMdFxmziUawH14Gg8ofTiTzAyzJlNnMrmn0ia5D4Q1GW/n9rqWRW17BhY1uw7+zxo6RrCsCckx4c/2ajXyXGvKXOjotgJC2dxZEjP47+JImkpDMfaocqrhVmTu8yRFVJjjVdkf+MJHDzVgeiU38Tary84t1Gz/B1mA3/P3M8PSxKsN2eNqnUk7U3dVx7rAU8QLZ1D6O73CjmNpUSq0NksRpQV2FBV6oLLzuuSynSTj8tMJiXFZEqO8VxNR16OXoOl1nq0h7pwXf5GFBryccx7Bm6dE7cW78avup7GcMyD/uiwZGsCyZD8S3BPjsxq+1IU6fNnLj+k0nL/tfeOyH0x5A0hHFXaG6n9UOC0oLLYKb+ZrY/Mqi4W4B/NKBDy3AyOBNE14EXPgD/DAUjIazxP3A+X3YQit1XWBKtJLwTtqddkLtPmaXBv2S4YVXo83PMK+qLD6I4MTtKwUEYvq+DUWnFD0Ua8o3wPdOqFd3HMCwz0d42g89IQSipd6O0YEQ183ijeoaDo2HNylsNtEelgatsLmu7ywO8NY+XGGjkhK69rkmFEdOa1Kytk+M8tH9ohtW+2vFldZphty8fKDzSb24Id923EtrvWw2jRS5R7x0f3SHmBAIOf+1/7/4clRuPYN/wCOsIXBRSUxCqRry/GYc+ryNe5UWgoRSjplyjCrLEjkByBLz6IpDYhUV40FRIHbxFZW2p7exBKOuFPjMgAmUgqJEOgIqkABqIdAhBSIimd2/zBKM5d6sdrR1pEdpWp4kg0If3mQgbKzC7n4kpSbXYRKHCasaKhFOuWlmNpTbEsCvM1byCM4+e78cL+C2PENS7KHDvNBYffyXYmfh+d4IblVbhxSyPqKec9j9GlNDqTL/7P87jYMT6JjUSkP/vYTTJ8Zr722Mun8PBLJ8Uh0bivn3zXduxaP3P0P+IL4e+/9Sx6BxXSFBfRP/nojSgtsMtx9gYi2Hu0Fc+8flYY/YFQTDqb5DuYgWS7JTVJjHqUFztwy7Yl2Lq6RgBadvGVQdzMIjGTl0ciniIXTqPzD0Vi8PjDGPGFRV2vq8+D1q5hWfCz+5U16qt84xev44ePH5zTMeFx/PwnbhHQNlfjMXz81VNyzgk6b92+FB+4c+PY61x/mzuH8MRrpwWscN8nXiN0POxxp/iM1WRAQ1UB3nHDatEC0KjnAAY4yfJQM/7nV/vmvM83bG7ER+/bMjbzRZFaz8is613CkKfTkuwe0kikEwgmQjBo9Ki1VMKqseCE7yyG4iPYnr9hGmBkR8erh1tE64GZGgJIXr9ZIJu9DnhfVJe5RBp5+5palBTYrhgQjDI17w1Jayn3gWsDrxmuCVwPCFaVMg2DTGWEMIGR3WxETbkLa5rKsbKhRICK0TAz2V4Ue9VG3Fm6Aw3WSrwxfBytwR74EyHJenJQkUVjQpW5ROYSNFgqYNJcGV9tXisGWesceuEIWURxkE5fo1HJ0Bu2qfFAsVTAFD7VCs0Wvehfs1wgrWpqyNAhZrp4A0e0UQQGFWKH2maA0WFS0LPdNIZIB30hXOobwdmOfvSO+BGMUlRjVKKuArsZ9aX5aCjLR4k6T1ozFgv9sfXDG4qizxPAmfZ+dAx4MBKICErnTelgRFbgkO+uLnLJ//P5xTQeI08ogs4BL853Dco++EJRIbUwAnRajKgqcqGprADlBXY4zFRPXLx94G8d8AZxvnMAZzsHMegLykLDC9xtNaGxLB9LKgtR6rLJjZe1+QhdTLVIMoSuSAtuK3kPTnj3j815YLTIm6BQXwmb1i268MwAMBOQbyhTBj1BM7bAxFKM1vJQbKAMLtUMdcjXl8vIaGYM9CoT6q1rkRxN5Jz7wMXlxMUe/PTpIzhxvlsirZlMtMpTSrTCRYFOiwvW8Qs9ePr1s/jrT98Gl33uJSQCjVMXe/D9xw8KGJgpKhMp73hSHiP+MC60D+LFAxdw4+ZGvOvmNSh0zb2Ext/AfWaUlTV+L+/BhRiPQVv3cGZxVMDA5Vj4PH5d/T6J+ml0bMzCFLttONPSi+89dhD7T7bJ8Zlm2Sg+Ehfn0D8SwMmLPVjdWCYgZHmdIqrDyNMb78NgrBValQl69TihTuSbHzuIV480S6RJsDGb8ZcNjMx9CiXfz32cj/EYtHWPyOd4Jlu6lL51GiPjX714Qh6cCZDLePxTmWuE2SyCGgJUgoG57nQgFJ10XVzOeOz4OZ1Kh2JDAV4Z2IfVjmXQq/RIaVg6zhOHb9aY5fXHel4QJvxSfT26wr0462+RMgMZ9RON9+BLBy7il88fE9A6VQY5axOvA0ojHznTiaf2nsUH79yAzauqJ61V87F4IomDpzvww8cPCTifmvmayo1JpVNyrfK6H/KEJJNFYF/otOKmrU345Du3SwAxa0lercUqRz1W2usQTkUzYCA1BgbMGo61XxyfNy8wwPG2O29dKSMwLTaDqFnxJic6ZfqD8pgyDS9P4QuwhCDKbhhVnp9gvnAUn//O0+gcVHp2KcTw1x+6BU3lCsvXE4yIvv0TB86ifcAjaTqmRrMXQBZ5caiE02rCrlW1uH3jEjSWF1xxmwt7QvedbcdTB8/hVHu/9IlyUSTylBkMmZQf20GY+lxaUYQ9a+pw/ep62ZfFsJFAGG+cacMzh87jbMcAwpmFmSk0ZQ6EgoCJ+pl6XFldjNs3LcXmJZWwZiZnXRH6DYTx+L6zePbweXQN+WQKGMEJnUb2uxkF59vM2L26FvdtW4mKAvvY8wv+7kykpplQy2X0zoxBpWkJCvTlcgKykQanOvIxdRvCE2AkYigXB1BhahrjDhSqKyaze6fcS7zWuHj8+MlD4pymjvSdjzGqLS+a+/Ad3kt7j7bgWw+9iUvdinTpfIx17QefPSqL4KfetV2myL1d+RDi1IcCkgr+8k9exenm3jFwMRfjQnzoTCeSP30Nn//4zSgtdEhZyaUrRXI0DqtmarliFG29I3Lcfx2Nv5yOmSCdZ5Qg4HuPHbgsaJloDFrqKrhGXv1rgg5ro2sNVtpjoq8vJZoM/XJP4VZoVRq4C7eJ0h45I1TZ4+ulxmK5v40T5HdZAnjwmaP4+bNHBWjOx3jN0Hn/x49ewfu9IdyzZ+W8M2fJVBpvHLuEr/7sNXT1eRc8fYK387BPmSHBQHquJpkCjVEeV8vmlxnQqhXpYAN7Y0fHBA3IE6BliYLy3GUONp06o146HRqdHZ0Oo83T7f34xpP7cOB8B2K5ooBsNJZMiYNktuDHLx7Fyyda8LFbNuO2TUtyqkFdzmQeQkc/vv/CYXHEWYnNqSazCqkmFecjidfPtOHQxS48d+QiPnH7FqyqKZ5RanIuF92xlh5886l9ONnWN2NUOFbPZDQaS+Cl4y04eKETGxsrZB8aywoWpB3A33XkYjf+59kDOHyhSwDYzN8dF+D0g+ePYN/ZDnzwxvXYvbIOlgUib5pRbUKBvhSvDz2DYNInI6CHYn2SHagw1c3JsQlQmPA2EhAtOWrDubZFtP+zp48I+s+VDdBr1XA5zJJytZmVGmAW/YfCMeEVBMJROUa84Xesq4XbYZ7z9ffSwYv48o9fwaBnMuuatfOSfBtqyt0S8XM/guH4WDTfPxwYi+K5P8/vOy/17N95306pn78djdfY4bOdePlws0T5WRDMujdBVk2ZS1Lu2dQtHXkHR49POG987fiFbvzgiYP4rQd2wGzWIJAYQiodRzA5PCkzwIuGx7i+MketelSJeCc6Iu5LkdsGyxy1VbjPV5o9pOP3BaKSvWDmKAsEmCl02UwymIbKdkxNc11gmYvvYYaBx7O00I7acvecASLftn5pBX7/g7vhD8Vke/5QdOxfrz+MnkH/mNrj5M/mQZenzSmlm9XZV1NkbIrmPjMKE433FgHuDx4/IH35E/eNkxHLCx2oKHbAYTXKPURny9IO+TXcz6yx7PONX7whnIvbrls2r3NxoX0A//XgXnT2jQtO8QiSJ0TAzbQ/73Med96HPOa9gz65ZpiRIa8kG8iyZLhrQ/2ignThMdArZ7RNFrLtBYVwjPLj8aTMCLic05+rccIT0+FnOwfwDz95Aec6ByahLyJZZTa8gvSmptt4MXYN+vDvv3pV6kU3rKmf17AM9pfS+f3zz19GW9/09qFsJoL+lec0GyVnjWh9/7kO9Az78cnbN+OWDU3zBgTcxgtHL+Krj76BnpHpYhN07qLwxX3gMchkKrJG8EJQwH343H07sLFpuiLWbMZtEgj87Y+fH8vYTDQee/4mHgsp42Rq5jwOLGP8y89flhuBJZyFmk5lwHX5t2Hf8HPojXbAmxhGpakeuwvvlhT/1TTu+0sHLuAHjx+altImCWnDiipct7YGy2pLUJxvnSS5Sgc85AlKLft824A4INadt66qmdOiw+N4vq1fFquJQIDnnCnud9+yDmuXlE/jHvD8M5X+yqFmPPzSeLqY98gbx1oFRPzBh/YIme7tmCEgqMlm5LiIX7+xAfdev0pq3yTCTTSWaPadbMOPnjiEs639Y/cnr+uXDzZL3Xjb2iq5kBnMjMS6YVQzs6SAJR4elhR+M0Wp8ellQ2Zrfv7ssbHnuL584v5t2LG+bk6/hfcNa/dXYnTArx5uxvcfOyiOjsegqaYIt21fiuV1JSgrso9dl/z5dEJ01mdb+3DkbKeQK0lkm4+RhMdHrmv21SOt+JuvPy0li6thXGefeeMsfvrU4UlAgI6f3ARKH5MjM3WtJyAkgPzpU0dw9HyXcCiyz3/n4X2oKHJIqWQu90Q6PYpHXz4lGYGs8XNbVlXhPbeux7La4pyAkMeHwQEzTecu9eHEhR6cbO7FttU1Ah4W217oP4BLoR48UHETnLr5r5UL9uSvvHxWhhJt3DS3G2EudrSlG8dbe8SxZH2c22ZCTbELtcVu+ZuLIw9w55BXpBz7vZNrdqzz/+jFI2godaOuNDcbNddJO9nai6888rrwEyaaUadFfakb1cUu4SjwRmP9jfyF1t5htPV5JIWeta5BL77+5H4UOa1Y18B5BXlz3ofXT7fha4+/OQ0I2EwG1Ja45DiwVk+wQ8ffNxJAc8+QlFEmgqML3YP4r8fewJ+Zr8fSyiLM1XqGffjGU/umAQH+BnISmG2oLnKOHYPuIR8u9Y/IcWAGh8f+O88cRKmbQiisz84/mSb1RK0duwrvwubUDcKmN6hNAhKutjMjGenBZ49NAwJUEPvgXRtx89YlcFhz8zJ4TsqKHPJYv6wCd+1aLnX8qhLXnPabkcRDL5xA14TaL6/1VQ2l+L0P7pFoNRew46bZTfDALWuFLPVvP3hZsgVZQEDiI0l0XDjnQhj7dbPsdc1r7v4bV+O9t60XQJTrmLLzgREXI+R/+d6LQqzLGp3AvhNt2LamWgBANBWEU1cKvco8uT16Bk19ApJcwQUjwfk61yuxgZEAfvzkYQx5g1L75jFh2psZjakdAvyTmRM+llQXCpeExOz53EezvZevaTVs5L06xjWRQJf3BbMSWSOw/cg9m3HrdUthM+deF/g8gTiPy3/+9DW8ebxtrOTGzpxHXj6F2op8ed/lzBuI4PylcXBJqyx2SM2/qbpwxmPE57PHf1VjqWQjOno9MtWRIH0xjXt2zHtBxhnfVboDzoktqFcbDFw414uly+ZIQpmjMTXPBUyIiDoNdq2qwwM7V4szJkN44iAHkugIGn70whG8crJ1UvsNn3/8wDl89u5tl42MZUb1sA9ffmQvznb2jz1PNan1jeW4b/sKrG8oh8uiAJGJiwPJdYcudOF7zx1Cax+JPcpJoTP978ffxBc+dAvK8y/PxOY+XOwewtcee0NKJVnj4rNjRQ3uv26lOHUSBCdeeFwomQV4/fQl/Pilo2Of5X6cau/DN57cjy988CZhsl7OmO7/ycvHcKw5K8WsGFP+5CLwPFQWOiYtiDwGQ74Q3jzTju89fwjtA150DCqPuVgiTS0AJdOQtWgqgrP+w6i3rIRNe+3S28wKEP1f7BiY9Hyx24pPv3sHbtjUMGedbx4jprL5mIvx/B841S6OeyJHgOnc337fLjRWFVx2AScY2bamRmrKX/7xq2PpbNbdf/7cUayoLxE2O89ZR9cIzlzolZqlzWrElnXjOhO/jsafTsIVWfSMCGcz3u/s4njnTWsEEGTBBCPMC20DGPYHENV6MBS7JJyBueoM/LoYzycfzAi859Z1AlLnMhSIWU3H26zrir7gqdfPSLtk1phlI/hhdojX/Gwmo5/L3JK96ez1jM2UoFNn1uzmrU0ClC9nI74QvFPaR5fXl6C+8vL35cT9zgKDq2Xh5HhJZCG24AJWUZEdoVBMUihKT+74Y6GWbdViPfTOLcvw++/YiTV1pVKfnYx484SkRtLc79x7Ha5bXj1tYT9ysQueORBNuLtP7D+Hk5f6xlLu/KpNTRX403dfjxvXNghJbmr9nYtOsdOK2zYuwefesUM6CiYaiYck382FjU2+xEOvn0RL3/DYc5xVT0LiH75zF7YsrZLOgakXHi8wkvbu37EKn717O1wTFkr+FnIu3jzbPql3fCa70DWIF45dlNJD1si7uGfbCnzyji2SmZgaGfEYFDoscq5+7x07USOymrNbJBlHX8SL8/4evDF4EaEpFzA5Aqd8B0Un4FpZVlBm/8l2JDLpxOwCyiEsO9fVXhYIjF/7/JfiSHMndZGn8MrhFsl4jX23Kg+3bV+GhkpF7nsuxvOxbU0ttqycLNRyqWsYB062j7VBlpc4YTJqUVdVgIikd9+aoVRzNYKqO3cuFw33uRiPHSMxtiZONNaS/YE4XLpy1Jg3wKK9+sPFrpaxZHTv9St/raYDLrYx+7H3qDJ3YiLvgiWRywGBrPHeIajeNOWeYPbv9WOX5uSvUunRSZ0LeZm1d7FY/Itj1GeJvTVggDMIThzvwC8e3I/X916QCYZ8tLeNo7iF2rZl1fj4bZtR4LBcNk1V4rbhvXvWSglhorX1j0gq/3InmynuJw+cnZQCYkniM/dsl5T4bJkFfj8vii1LKvHBG9bBPOHGZKbi6UPnc9b+p9rhi1148VjzpPo/SwyfvmsrSlxKyn22faDTZjfDPVtXCJCaCDIe23d2GqqdagQL3FdG+RONQOw3bloPlzV3WnbiMdi6rAofummDlFVmM77fEw/JtDi2D00tJZDsp1MbM2qD18ZJ8WvINu7ItLRlrabUJX3d00VeYkhzMlw6KCOs06k+jP5/7b0HeJzndSb6Tu8NvXeAJNirSFGkKFG9WMVybMmW7dhOHCex42xuvJvk3rvJ7uZJNrv3SbKJUzZO7MSOLNlyUe8SRVGk2HsHid7LAIPp9T7v+THAYDAAZkCQotd4n2dIYDDz1+//zvnOec974r2IRY4hEfchEetHPNYvTa/iMX5uTD6jvDfdOeQ5MqzPUsLU8y0tdMhKPxfeC0EC2R1bmqaFIbmSPHCyVSZACe3qNCgvdeHilX4UFlxfHsa1gsNudUMpltUU50B6U4kjQGJXKhhq7va046r3EDRqnagQ/iLyKGwWg3QJpLDO/6ngs3DiQrcIKCXBW8WVfK6EWD5DzNOnVlDQwJNHkU1lgsWknzYH8Cm93D6IvuH57ct8YEfNnsAgOv39Ul4p208kpEFRf3Akp5c3qpDxF4oFpwlaryp1nufPdcsriW23NqKmdnoTkFzALk+f2bVOVuPZgIayuapY6v2HPZQFVuDxh9A7Mo6VNSxTmb1u9L1TLdNC84w4PLy1WfLj2YKkul1rG/Cz/WckwpBEe78bx1u6UV3kmpM4KYbYM3UjWSr4xI41qMwixZCq+vXAluV472QL2vqnjBqrI6iTsGP17KHgftbitnRNK9tiZILpifws7wObd+xaU4cX9p/B8SvTUw2poJRmmdklDoiUIaYpZrGaoNayDMfcH2CZfR2MogGg3MF8QxH06uzzsywJFcGVeRwUHsvRc53TvH9GBTavqpaVSLrBSMQ9iIapgUAZYwNUGjbK0SAWOQe1pgrxuOIIJGJdokcfj3ZBpZrokGjYBpVmisfBPZJgRKZzEtwbSVEsSczVWMnzUF8itfmsa06Czg6JibaJHOngsFcqIfz+60P8WizweVy/ojLrlWASzKfTaKY/7+FwRESHBoOtMKptsOpmbzx1s6K80IFNK6t+IR2ZbEElvzMtvdOqqZgqpmBPrmMh6RyS+0OVxiRYfsvnbr7QfVGeVa55e4rWwoW2ASGUfvETW8Rxz9VpT+LieDv+5vJzCMXDeLz8TjxcvkPKx//3lZ+hwz9lS+YD5xE6FdZrKD1csDNwz32rccdupYd1KvRZSgPPBpYWUmsgl4HO/BkN7uGLndMM2pDHNyF2lHlbFPA5dLFz2uq0wG6WsHyuJUB2swGra0qnOQPJMsFHtq3MeD7cLQfn6dbeaR4meQZr60pzFhBiyH55ZdE0Z4BllyxRvG1V7SzHkBACIh2nVFQUOrG8sjgnchCJjusbynGqde568A7fEHoDo/BE/CgzucRBSCIUD6LNd1Hkh1t9Fyb7EhCPln8RxcaKjNtkOiZdKvZoSxeqCl2oL507HMzvtnZPpWgIEqNmYxvHo1eRSDCKwlq3fOkaB5VVulkSiURYogMJNQVBqJ7nhUbLbpGBGekDjs+rXUPT7j8dkbqKmQzpbJGUQE11Bkhm7B/2SMg0eX5MEdAhuJnBaqX6WXqUzAUllUgRMuU5I+js2XUlqLYUyuSpv44dRq8nWF662AS0mw2MZlG0KhU8ZxJ0FwKq/VkthmnOgFKmOX9kQKfVYPv6OilzTQoN8Xl968BFEcgisZiRh5JCe84aNwMhN3oCQxIJveLtmnyf0sOsDMgdH4MzQCniSDSAvt5R+bm83IVAQGnJuFDwoq+pKxOjkrPn57LJjaDqUxLUik6KXGQCiW4tPdMHHBUNc1mRpx4DDXEq6GQwXUGDnFkIKIErvcNCApzaDmQ72UZGUsGSPkZIGGlINXRMhbDiIdMKmQ7LlZ4hIRCmgtspcc2dpkkHP7uhoVzIjFQ9mw3lpjzo1Vp5GdUzIwN3Fj0qD0c68vSzR2tOtPbgreOXpeFIEu2DbvzqXdPlTDNheNQvtcCpIMu4ujRzREetbYBKnQcVmejkCiCq9LPQrZEIAZtfJdQF4hwk4iPQmx4CGBlgI6U0tUOOkfbe6ekJOgOsEFgo+Bzw+wdOMSc6sZ94QiIQScJUabFT9jOXAtrNAItRJyuzhSB9XlbaJGthvM4lqrNBcQT5PPGaxyem38jE/yyX7oFG7YJaPff51pRR7G1x1U5vNlBkKLWyhuA5M5JF5zlXsMw3U/SBTgcNu2qeVOwdmxtw4mIX3j14aXKhw7n19OVeKWOlbPS6pnLs2tyIelYpWI1Z2UIqCz5WsUvIf3cUbZz2N8o2312yZYYSYyZQofX1vgO4FizYGejtdeOHP9iPC+d6sGZdFX71K7fj7TfPoK6+CGvXLazTFPPdjWXZE6ZSQUOX/j0hJM7xHTL4qTaXCpYQLsShUU1EFdLBkibW+s6mCkg9hdTIBFW6SNZbkGiEWi35/XRQ2IkPVyZngFUZrAJIBTkIjLQsZGVakmeXc01fpacSCIPxiITCWr0DyDfYpvmyamjg0hdkzMVRS342sN/4Y9tWorJgauVw8FJnVpoHY+N+CSGnggIis5GzxPDzlbrslA5kE9delQw9MyqV/Dnz/YxPCOZM374K+QvoZZAK6vEr+0yJlKWU4V5s6Zvc/6pspWk/BlgtRui0ixi9YJObeFi6W0bjIejUxmnRp+uFeHwcofApSSvR2MfiY9BqyhCL9UGtJrchjlD4NIyGW+d1BhRCdW5iNCwAzLYxEQ0LR81CxWsWAyydpohXKkjy/dZfvbDgRlzpAm48Rz73STGrucBUwpce3So25YOjV6aVcsuCqnNIIhlvH7wolTsbm6uwbW2NpPpoT2Y75ny9A5+tvk+Oj4qMqbDpLHiodAeKjfOnsnjPjrovYDA0fWGRCxb8lO3dcwEmkx5PPb0dx462ysmycQdLDhfqDDDvXL6AVTmRSW1vPm4HV+3pbH+Kx5xs7c3YWnI+dAyMpk2/5ARE4ZtNRZAExpQKgiR8wYhUQywE1B7I9GClaiGkIhqLCdEyFVQzo1bAQp0y8gzYU2K2nLYnHBBnQNn+9JvkjXnwau8z8EaVY1J6ErB/gBEPlz2NQsNUd8lUkOORJDMmsamhIislSkZFUqsICObWZ3WGUq/LbD8rb8y7b6YJuDpJhdKt79pq1xlSTb+6qbK1jXVFEiKlLOvNnHpOdthbLHAstftOwBsdgVnrgEtfjgLD9W89nkhEEI6eh07biHjULRHLSFx5VtkyPQHem+ycEqNRN6173VxgLvrSeAeW22tEDXD+z0fw4dAJdPkH8Omqu2eoA94ocKymk4v5e/qzcq1QKq24n7mvJ+cWRmQo4NVUXYQ3918QXZLUdCh/ZkUQqxQOnenAz989JX0g7t62HCvqimVxkT6nJlUaM4H5f6NGP8NJyATOk4wkXAsW7AwMD3mxclUFSsuc4gzIxiYaFF0LWYgEwhsBhk2pE5Ce2/7hnuP3LCRsAABXFElEQVTyWizQ2M5WXkhVMx5D+uCkFDNfiwXpaTBLg5RoLCF9ENIJkdkSB9NB4zvXPSRhMN9ghVlrwDJ7GbSq6VEYEgY3unZIi2GC6YJO/xUMh/snyISZoaSI4tOuNQWRmG6pMMztYEqHt7TyS57HYhqhucuWZt6bXHTLM0EcmTRvILXBT2ePG+5RHwwGHZbVZy9MdaOhCOks3vaoa2HT5SOaCIlBZSTqRiCe8EGjLmLXDWh1tYgnxqFVlyEW74NaZRfnIBYfhGaCdzIXZhuWZKb7YgExDCZ2BlRrEYnHpLMd+wSIMY0GlGZeiQRsOiX6xPf4Oa1aA5vWjM15zcJu5+dFaTQRlc8wasnmOIwYXG8oK/abq+RVpVJJJ8/PP7wZu7c0iTomGw+xGig96sB5iNVJfPEz5Bw8uKMZa5aVy9wy30LLrjPLPeR9y/LoYLmRXQtTkZdvwZWWflitBjGsQ0Pj8vv6DdNr/nN1Bm7EBEyEo9GcenQvFFJ5PsugZtRgrs5XiwXloZ79byxBTAWjIqllkrmAeWjjPBLVA8ExjEeDKDI4UGHJgz5lcmF3wQbrqmmfrzDV4Y3+H8MXG4dNWhPPRMegG4cudU4rw7zYPYhHtq6cX/gp2Wo1y2u2mODxZiQp5tCQJxNkVZW2CU0KkdZuMwor250hl7oYuMnm8RQwnaOUFdp1ReIY3Aho1NTpqBNOgEZTOtnWV62ZGs9alGe94s+EVl83Do+chUGtxypnA2rMpTjqPifEtM9U3SvbfrbjdRQZ86R0bVfRJmkffGq0BUMhtzTBeaJi97Rt0kk55r6Abv+AfPaWgjWy3Y8jfcCVNRUFF3PfSnVNbttLcnI+++Am7NrcIMqWHxy/KuWGmTpzMlX81oELIo9MoSiWhc4V+aOz9Wt1j8n/dL6yAc/ApXeIM6deoGLAgp2B23etwHM//AjP/GA/Rka8+PZfv4mGxhJs2rJwNTMakmt5GHJBssnPxwmu1HLpwnY9wNV0etRAkRnVLNi4zbeqLTY5Efe7EYyHZ4QC6TixS2Eq8ZMd5oIxH6Lx2Z23PrdXnMnKwqnJdTwQyordS65KuhNKclE2Yk3XCu6Xkrbz5TdzBZsUpYMyqEkY9DqMuH3CgF5s8PgZEVuIHPX1RhwxjEfcssrVS7XHjammUKstMOinO7nE9ZjvKs3FKNQ7YdDosd65DB0+Cqop7VYpTLO7eIvI1nb6+qQdrlNnRT6jZ1R+1RoRiUxFK9k2953+g6g0l0gde5e/H1XmEmiu8zydKaTOZkR//LX7ZewuFlw2irnN/vdo3I+R4HnkG1dDk9ZAic40q36ockipYVYkMUVATY/eQc+0Z5jzPPuG/P2P9knzos89uGmyzDdjSsKSOR06Fz5ZcQfuLdmKPMPCnukFPwll5S58+dd24dy5boy6fcgvsKF5ZTksabW9Nytmm6ZI3rObFi9VwZahufTP5sBsLC8UQtxiodhlnbU2d7EfaW5vPs99LOxHicmJgaBHJIlTSwsDMR/2D78p/xN0CkbDw0p/81miAsSKqiJRpKRGQxKFdsu032cDtc7TnR+KkaSG1a8XeK3y0lIyNKLZlDzNBXaTS6+kSa2n7u5V+lmwRfBqLC6SzsxN6AtIWsCuK4QnOihO5o1GMkp4PVbWJcZ8We0zOjAUGsX9pdsRSShtzxnq14HVO3pYNCboVVr4EUWpqQB7B46h0VaFVY56GXt8Jvm88X+dWoM8vQN3FG2SsDXbCl+/bgRTyMTGp0FlmJ5/mw+iAirpEHKT6LpopOpn6neVOIZEHBGoEop7E08okVq15PGlmTpcxuXiNCpkTP5dibrxM7yPyR4ElMpe1VAmcsmHz7TjzQMXRdgodR6hk04uQc2EoNlijQOpqDPm4VoSfgt2BpJtbM0T3ZpIJkx2hvpFAJn3jESk4+ndG7FtxcIIkJnAchj2FMgE1nqnr0iZr//aQ9uwIqVMkR0VhRyXZTkRH2jemyR5TnTJZ+lPIJ0Q066D5AmzkFHOBBqgeGxuK8AzvuDpQTAWRqVlOlOWLG+TxpKyYlKh2Eb52GWwZWhDnIQjQzmqdJnMIu3Euvz0ygEy/NkhrhwLI7RmC95SdppLRSyWkJXFQiGqhkNUR5t6j1eBvQmSqKnMF95AVfnCKlfmQigcm9Y69mZCOO6HSuUUpyAcvzaHayEQcRiPBxUO5V7w5xKbbVGkbSk6c3z0ojw7Tc5qeKI+IQOOR334aPg0NriWo8ykEG3JVCd/YjQ8LhyC7sAAgrEQNuetxIdDJ4UjcGD4FLbmr8Ztheuxb/CkLFRuL9x4zUS1bAmwfC5TJboZraOkdDbOwFDwFIaDpxFPxOAyNMFlbEa3dw9CsREYtQWw6qowFDyBWJzcETXyjMth0Zaj178f0UQARaaNyDM0o9P7DryRTix3fV7u3gX3v0GvcSAUG0Wt7WFYdZWTz4+QAXUa6UhYUUQF0TrsPdKCH791QhouJcFzemXvWVEYdVgXrguw2Fh4o6KLvZIiGPcEhN3K+s+SUgee/sJtqKi8+TW/GVLOtGrkQ1ngsOQsHrEQmA26jOV+NPocJCM+P/ItZvR5vLCb9GLkrw6MYHlp4bTjHfb5UWi14ELfIIrtVmkuNOILSPe2Ea9fjOJoICASyQU2CwwppVo8z/SyR4bHGWJfCOiEBCNzh7hrrUVw6C3QqzWwppFeWDWwOW8XdCr9tMZUZIHPpzbIc+H/7GTJr7IL5pamqlkdoSR4rYsLbGhLURjjyvZcSy9W1F5fch3D1WQnp1YpSlOdDkXhcyEcGlaPUAwlFWydW1U65XiNjPqxann5ZEvdTNyFTMTKbOALhKQz3M0KGgid2gCt6sZGMfn8eoJB/OTsWXxp40a53z85cxZf3bJZFESvFcvsNfJKxSPlu6b9/nD5Tvmf1QWsbX+5Z69EE0hUOzpyXlILj1ZM/45Tb8NqRwNuJJhTZ/id2hhJ0MFkCR9X1fM5sOH4uKQbl7ueFueo338IfYGDcOmbxEngo2bU5MEf74fLuALjkU4YNQXQqs0IRz0Y8B9BoXEDSs3bcHmsUyIKCcQQiA6hyfkU+vwHMRq+LM7AbItA8hs+dc964Rf82T+/hYGRqfQLO2q2dY+IsNnNggWPQPYjKC624ze/fpfoNvv8Yfz7v+7DkUOtvxDOgNRy282iV52atye7n5PwNWgn5XAManE8UkHD1z86jiGvDyc7e7G1vgrDXv+kRPDAuBelThsGPF4Z0FaDHkfaurGjqUachjyLGaFoDH2ecQmzXR0cEYPjDdEDBlZXlKDMOZVT4vkzlZFu0N3z9DOYDZHY/I4EH2RWFGQC0wOnxw5inXM7jBrluMLxEM56DqPO0gynPvPYYvtk5v73n29H98iYpHoo6LSpMfPDmgo6S8trinHwVPvUeURjojj20C72e7h+eWXOaRQ3YogxKXwkYlU9w3B7/KJ3kCs6ekZEajUV1HPnSit1/J8824nCfBtWryiXsZLuAAdCLLlUekTkEj0Y9QbRlaZdcbNArzZPcAU00GRRspWK2VREs0UwGsWBzk6c6uvHMydPidNtFJXEj6e2k2VrKx31uDTeLqSzNc7Ga5KzXUxYTXo0VhVhz5GWSTItS4AvtPZj58Z6KYmdC0wLmDR5QhZNpmYc+npU2e6VFb430oVwzAON2gC92ibpgR7fhygwrYFWZcJ4ZEraPhU6NRcxDmhVRsSySDPxOWNL8y2rqvHqvnOT58Koo3vcP+ezxShrOBZBh78fw+FRhGIR0YyYCwa1DuucTTAvoLJgwbNcNBrD8uYylJQooVuH04L6xmKE0kR8bmY0lOZLrjhVLY/tj2kMF0qgywWqCaU/NilKgoOFx7B9da0cB5n+/nAYUU8MTcUFSsUFowFev2iY0fBH2Gtdo0GexYRQNCoGZmjcjxI7B3kCOo0KDpMR+WltmAmeZ3n+dMIJt8E2zLkageSKejBNRGc2hONRWZGkhkgpR3zVdwGrHFsmpTXp4bd4z6LAUDqrM1A1QRxcV1eKu9c3iorl6bbeeaMCSYdoU3MVfvTmcQQmiHecP05c7MbpSz3YsKLyulW58PpWlLjQXFeC/eyiNvE+ddBPXe7B7Rvrc1KbY3UK2c1c+aee37pl5aLNnkSe04LlDSXoH1SardAhSg+/Mr/ZM+CRyEW24HU7fr5LHJmbEcHYOIZDboyEO9FouzXr7/HupwtY8VzpMGULo1aLDWVl6Pd6cVt1tdz7Iosl6/TfYoOLBDoDfN1sYJn6xuYK/PQdy6Rjy7lx79EruHf7CjRWzd07hkY7rpmwRSogz7hSwv1tnldg1hbDrq9FQp2AUROCVs16/nxotAYMBU6Kg2DRlSEUc6N9/A34or3o9L6FYvMWmLSM4qmgU1uhmSdamQQdF0pIM4UQDEUnz4U/z6ZwwPLQC542vNCzF+c8rRiP+ITDMZ/vmae34y/Wfv36OwOsGgiHoxJ2qajIw7kz3fK/zWbC8LAXHe3D2H33SvyigNr7lK9NVctr6RmS6EB1Fu14FwMrq0oma+QJGu8LnYMwaLS4f/UyWbGVOmwyYljyd3tTrfxfaFMmdg7MTdXKyq7IZpEJisaV3+F2y11KKY4Q+/hv2shjeLK2ZLqBpQBPa9/IrBLGc4FRjVHf7FGF0bAPPQG3nCdLDDfl10lNLQ3SQKhbehKMR0Zx1XceJrWykvVE3UIiZOpgPlCBMMmBWFZRlHUulhKizbUlEg1IlTB97s3j0qyotHBxS5rSV0E7Ntbj5KWeydIkGmLmFVfWl0h3umzV41o6BvH2wUvTmPyMLty2oX4aIaur1y052N7+MeEPiFNS7JTrlfrdQ2fasXNTfVYiXNw/nYB3Dl685tLI6wWutsxaO0yalaI+mD1UsKeRo3mduvvHsnaa1RPG//HmZlgNBilvXqx0JI8l/QhSDU3yZ7m1KmBw3CecIrNOh17POCpdjhuSGs0FdEJXN5WJBHAS3QOj+Ok7J/H1J3dmrDhIosC4epJAy3lPr7aj3vG4hPuVss7kYo/XTS1RA34ykdgx8XfSJNVocDwhRERymdTQosn5GWX7pnVZnwfHx9h4ULhASfBay/HP8vm+4DD+4cpP0eLtknGjU2lh1jKiNfc4Y2TnhpQWPv/cQVy9MiAXjZGBsTG/dC+kvnkoFEE4HMPadddfzWuxQJW9popCHDg/FR6mI/DRhXZUFN6Yh6OmxIXKQse05kLsdni2rQ+3rqyRm69OqQ9nBICYdmTJX1IGSlJMRT3x+dnAVWNtiUt4A6nhffZs6B8ZF6coFyN48mrvnETSsQhFURIiiMKVSXK64oM7FOrD6bFDGAz14ODwO5Pyw3w0663NyNPPv0Ldd65NGl2V5zuEM1DosEhL6rnA83PaTbh72zJc6hiYptR38FQbvmM6gK98clvONc5JVj2jOZnIqqn7Z6OT949ckbKkJNhJ8fm3TuCLn7hFcvtz7Zv7YsnSD145LMpok9tmJ9G1tcJ9SP1+RakLZy50o6xkqjMiP8PjjKeQRz863Sah2RV1JfNORLxuP33nlDCob1YYNBZhyps1dmizcC6T4KmXFTmmOUvkdjB6REIY0zzZIBqP48P2DqwqLsbzZ8+iyuHAo80rFqR4moQ/HEHX6BhsBjorjPJoZHuDXh9cJrYDj8tnyp12dIyMIt9iEe4Co10mhx3dY57JxcPNBFZAfeL2VThypkPC6gRTumwQVFHkxEM7V8Ixy3VXKgZSf+csopN5hg7ruM8r9zMpda1KTqJpIj+qhFaJTCSAwjyrtL4mspWwlkXOiFf6GqSSsjle6KRnTD0hgUMj58QRYCpnd9FmbCtYA5fONu/8Q20CKRO93s7AQ5/YIJ3O5IATCQSDEZEgTkVR0eLXLV8vuKwm3LmuQdr3hibOg2H5F/afxeamStTN0+3uWsEbW+KyYfvKGmmjnNQ9IAnuJ/tOSdOkkjzbdT8GdvWj0T/TNjWJdw+N4cCFDlQWObNcFQJurx8HzrXJhDcbKs350q2Q1QTSsmVi20rIchNKTdXYO/gybs2/F2atwivQqtjUiBryc09W5AgcvtQpBEL2iaDo0L0blmV1HTjJs8kIW/2+vPfs5MqWZUGvfXgO3YNj+ORda7GmsUwmoHSBLCnJisREOY0Evp6BMRw514FRTwBffmwrCubpPc+Sqc8+uFGasPRPtDOmI/GjN45LOPFX7l0vk1G6elnS4bjaOYQfvHpEdNNTOTA15fl44u51M7rcdfeNoqTIMW0ypWRqZbETV1O6xbGq4X89sxdfeXwbVjco7WPT909iau+AB8+9cQxvHrggz9JMoembA3SSOeZGI33QqU3QptWOzwaeM3kX7AbZOzRV6XHuSh9+/OZxPL57LVwOc0aHiddI9DOoNokELg4NyTOyqqgIZwcGJtt5LxSd7jHhCPWrvZKK6B71CC/obG8/lhUp4XRGDYe8fhxs68Ly4kLYTQYZ2xy3jFBI9ZEmt7Rg8rwyvc/tqrPQ/J8LPJb1yyukVI9OcbJun9Eztg9mi+PHdq+RlAHLtxmGTyUd89CkbXUkpnRB7BmW7xw51ym9O37v83dO49FkAqOklB6miiCPZfPKKokishyZXDkupmbrBsvj7eobxQ9eOSL7nZYerioQImQm8LunR1vEsO8q3Iiv1D0ixM7rDW2u2gJJXL7Yi/37Lkl6IHU83LK1HuUVvxg9wpmLvbW5BrUleRKaT+JyzxB++N5xfOPR26QpyEKQfCDme8hZSnjX+kbsPX0VnYNTXboOX+rC8/tO4cv3bpm1YU62KnTz5btdVjPW15fjfIcyMSW/++qh87htZc00IZ/ZwG6R+8+1SfOnucDJssM3DHfIh/FoAOF4DKkUOavWjnXOW4UboFfnxvamgWYonMaJ6o7rasvmVx9MgcNqxKfv3YDLHYPSiSwJXsZTl7rR2jWMmvI8cQjYStVmNshKmlEyNoIacvtEmvRyxxCG3F7pmllZ7JJmUPOB92htUzkeu3MN/vXFQ5MTH1NYP3/vFM639kvjk2U1RUL4ZE6V/BymMphe2H/iKrr6x6Y5Alx9fPre9agrV9IAqeCvnChTHbeifBtu21CHzn73tF4NVE777//yNu7eukwcBtZUp+7/UvsgPjrZiitdw7L6IZGTTgh5D7M1rPo4oVQR0DDnVj5bnGeTe8SIWdJZ5Fgj14Syszs31KOkwC45YuZ8aYTIQaHx4sqWok87NzXCbjCg1e3Go83N8v+16i3T0Lv9AeEEMezPZ4xhf6b5KpyUOgbyLSaMBoIosVvhMpvkvgci0YmeJSoEIpEZ2iasCqHeBp1R3keOF6aW6OwxXcwxeqGtf0YZMp+TF/ecnjDQWukvwVbZhsmfNfI3roznmx/pfD6+e400KaJBTkZluO/3j7aIkeWYZEqhpMAmvA6OdR4rP0PHmt9t7RlB/5AiBMT7snVNTdbuaiQaw8W2AalkeG3fOYko8DlktUNJvn3CMVDmHjpVdDz4XDBCdvhMh4yN1LQZP89+BbO1oeYnRyPj4gCsdjbcEEfgmgiE7717Hjw/RgtSjU1+/sLajX4c4DNYmmfDU3dswJ89+y4CE+RH3tAXPzonzPhP375WVuhzdZ6arM2PxTHqDaB7eAx7Tl5BfVk+Hr6lWaIp+w9flQeJ4ANQXGjDssYSWMwGrKgqxhM71uDbL+6fNBxkzrIVMLsq/srOtSjLd8zbTZHHwO+z1wBz/nQw7lhbjy3LquY8dt6/+zYvw55TV4Q4mASdAx7T1x7eJgS92Txg7vO9ky34p9cOzpA2zoQqSwEKjTacH+uGLi3cxpUbdQaGQlOedBIkEM7lINDwf+7ODVJJsBAHiudXV5GP//D0Hfj2cx9Ie9KkOiPnIE7opy71yCupE8FcIsvvFkPNkmROruK5LdYmJ4WHOHnRIPPFCYTnRieEk5SfTagyGNwClwVfemSrCJukpiiSGhLkCYx5AvCktG7mZP3oHWtk4jt4eip1xomMddLffeGg7JvHwDFDh4FOUKqkNt9nhIUh3D/9zps3XYkhHQBf1CtqloGoBxZN9mkwpmoeuXM1LrYPiNpcanqEoeu9R67AajHIc6qoMCoOAZ0mXqvNq6qwY0MD7m9qQjAWhVWvx31NjddMIKRxv6WmQn7muTAdwP2z3Dj5HmHR61HumJnquqMps2rse4cv49nXjsk95vHT6eUcx/HDVOBsCp2nW3rllWwcxueEziOroZL/s8z1j37tnqyqZehg/faTO6FSq6RuPzneOS4Zwh886hViIc9KUT9VyXO72AqY0VhcUkJ8JRcLdG4YIeCzy7HPY+LzwGuWaU6gE/TEPetExniucadX6yT3b7kBmg7X7AwsW1EqBEL3iA9G01QXLZv9+qu2LTZoMM+29+GFA2cnBxoN3EsHz+FYS7ekEjY0lEsonex03nQxgpGYhPR73ePoG/YI+fB85yBa+4YlVPyV+7dM5O3VyHNZJtvkxmNxnLnQIyHkO3csl9AvnYZz7f1450TL5CCiF/vcnpM4erkbO1bVyjFUFDolxMeBJKmaSBRjviD63B6JLFztHZa2yHQG6NysrSvL6howVfDItpX4zusHJ68BH/a3j1+WFsifuX0t1tSVwmI0SKMUOoKRiaoDHvPLH53DkMcvDz+NCp2ZTPBHQ/BEAnCHvQiJ0tn0B8Yf8+L1vucwHlWiJNF4FL6YRyIGT1X9NgoNc58PnRGujM6092FgzItdq+uzUiFMgteVLUj/05fuxrOvHxMyHFd2meYVZfUcX1SJbRrazz6wSUiD//bSIVnVpK72ueqYq3Mbrz/rmtlu9fZNDTMcSGHAByJo7VCM2Vga658T729++jZZ0Z5r7ZvB/+CYnE0qmY4Coxe/8anbZKXktJlvOmcgHGM0yi+CQxZt7iRhjo1f/+St+Otn9siqM3VcMEoQGp07EsLxvqe1FQM+H3zhMCodDjy5ds01iw5l6oY332fmw+h4UFa1C1XiTDqeSuQgrf+JRpO1Ay1VF3lWfPOzt0tonVGHgWHvTCnzyWdybtBwKw7t/E6YSqVEb9NL0JPgXJlN9Iv3l2kkRuqYUppLlVbIvKYiXBxvFyLhQqq6bqgzQCfgzOlOaVDEsE8Sm2+pR1XVza8zkAQvMg3cF+7eJDf11cMXJsNe9PJo7H7wzjG8+NFZWI0GmPRaGUx0FjhRUh2QRlcmyXBmCVZ6jhvWTBEr+Rmr1YhzF3qmCGxWM37t/q3S7vjAufZJr5vhPBr3Kz1D+NmHZyTUSIY/J3k+pNw/j5dhcX8o8yoxG9CAP7y1GWfaerHn1NXJ93kcRy91iqNT6rKhqsglkz73NeD2KpoIHt/kQ0iuBdMuP/7gVEYVQ+bBqDyomxAcSh/kFq0Nnyj7ggjDyLVCAp3+FlwcPwnDHF0LkzhxtUfIg3TueI8YpWF741zAY2Lt/299+jZsWF6Bdw5dktzw0Oj0lNjs31d6ztMo0yDbcpDo5r5pSNnMhN9/5YNzOHS6HYMj43MGNel0kOB42/o6iQY0VBVmjCTJsVmNWNNcLuPYm0KWJOjosr77W1+6Cy+8dwofHLsiksVz7Zv7YSUC9dm5b07cfB6oJU/y4c0EvcYEk0aLkXAXArExaWOcC3jN2IGOpGlyBTgu2IhmPvC687lhFGBXXa2MTU8oiP0dFLS5GdkVNxdEttthwVP3b8T6ZeV4Yc8ZSRGQ05JNDxHRlXFYUFZoxy1rarCLz6V5/udSq9Fgx/o69A6OSaSwd2gsY9+PufZLx57iQvduWy6aA+m8mxnfgQob81bg3YEjODRyFjsK18GZBXnwY3MGqDy4685m3HXPKnkwkkj9+RcFvMYk8n3zsR3Is5nx4oGzEmpPPqIcbO7xgLxy265y87zeIN7cc05UGpPb8/lCuG1r47RjYF+EP/zMnfjuG0fw6uHz01bXDM/R6CJHldpcxg+Z97/z6A5xKI5e7pJ9TuawvAF5ne9kNclM0HNeXVsq17DPPY7XDl/IKFzEFsYuvUVaGNu0RnEKpm1HpYFLXzDtPaYNLo6fgifihl3nmtepOXalG8vKC+T6LTR8L5KtFqNUGLDsj3nQc1d6cfpCN1raBjHs9sp10mjVUlpbkG8VkiAJZmxeQiIe+QXMryfHAQmGo8NeCXc68ywSMp1t3zQ6JCyxtPBq17CkCC6096Otdxh+f1RCtiaDHi67SVZLy2qLpRqAJLeZ0QC6VCyhUshOPByLWS9NavJdlpmfU6nQUFmAbzx1Ox7auUr2fal9AJ39o6ICx/MgWYvkQ+6bx7iyoVTOObna4oT3+Yc2izMk6oZQYXnd3GqO5DiwXzxDrKnqkNlItrJ1umfUDz0jEnkKS/tTd6+XPH4idcVVZsJ4tBdGjU2EYxYCnvv2dbXCHSHh9P2PLuH85V5hjTNqwxA1F0jFhQ7U1xWJNG1FiRNNVUWSQ0+Eg3KdmS5kdGAuV+CebcvlvqaugqlJcT3tQkL0+WPYuaEOFcUOWRTFwyeh0pRApVmYImciPoRY4GWoNFXQGG6H2cT7Ovv151j0jAXg9QTEpuQV2uR54cJq/YpKGW/kyFxs68eltgERuRp0+yZTsRx/XDgV5dnESa4uy0NNWT7KiuywW2YuQuYy5nWVBfj9L+6WSBAjJVQqZYkjfyenguOVC7OkXofVZJDnknwhkg3pmNeW580rlJQEj22tsxEPlm7Hm/0H8Y9XfooHS28TKWnOn3OVDvK7FB6aj2y9qM6A1WbEnnfPo611UOSIk2AL49t2ZsfgvpnAi+iwmPCr92wWIaDnPziFU629CzImzCOtrinFyuoS+V2r06CxrlgMZjJt4LCbZIWWfgx0SpijZ8nhKwfP42IXSX25rxzo9fIYuJLPFtx/VbELv/v4Tvz7u8fw5rFLWUUamObYuboOX7h74yS/gmGw2VQM+4NjMhkOBj2w6tj8ZCpkRuJVKB6YXC3J50K9GI+OSn5+PmxqqBCZ51XVJRK1KHZeG4eF14QrujKXDRcGWxG+6Ea0ZRia8SDsWjXsTjNq8qz43JO7UFaZJ/lQPvScRNJZ9+dOdOA7f/0mzBYjvvyNu9C0cn4pUm6LZKW6ynysHnMhEA6jxFAEfzQAp8EuK00aJxK0ZmuHzCvpjfpgZI97acBC8Z0Q2v3dqLVUwqgxTF5ripuwnpl1zXRI6qpcKC214P74Con0sFY6GbbkxMd9G9L2PR7xwqq1oK6qAIWlRth0VokIzQdO9AqxKzck4gm8/dIJvPz8YVTXFeE3fv8+5LFxWn2JvFJBpbloQnkmciktTAfPlSJNm5orsedHRzG0vxPxaByGCYY9r8eGxlr8+hfuhMGgXEsaf3ZzfKvliggP8TNbKirm5AzQmPB1I5GItiCR8KGqdOOkhHUiXgmouKJdGJk5kahDPBxFItoGjbkeqnmufTQSw6vPH8GLzx1ERU0h/uOfPo6ClEo1PhfFxTaUFtuxa1OjwmOQTpnK3znVJp1q8gg4R+Ui3pUOjnUSB6k3wtV9Km+CzpJoGoiGg0rmed5rOjF8PmZ7LmcDHb9Wbw/sOou0JN43dBKnx65It8gio0taVM+WerRojXik/HY4dNYb5wywQ2FxiQOxKDtDQVZIUotblp3xocFoLCsQHf0kygsck8115gKVmOj5pE4wXNE3VxVNY24XUawlh3ytEt414L5Ny7CpqUJy9fvOtEqYnkI6zEcz70/jrJ4kx2jE+DAvXZpnl7w+c+s0imR9cxCMe4O42j6IR+5fhzffO4c1E0Zgz76LeOjeNWnHoJKSRxIXyWU4eKFDiIBtfW45BqYieI5J3fqkMTAb9KIVwGu4sbECa+tKUVOcB7tZ4RdkC54XnaHf/9Qu4SkwbcIKAe6bjgFXPdwvV+B0nmoYHt68HDtW10mzoKRDs66ubLJBk8NinJa3rzDn4dDwFelNwC5qqfBFx/FK77/DO8EZIFgXXmqqykpnoMhplRdRkNYNcKHweYP4p798A3veOINYNAarzST5PxqhoCeI4Z4xWW3wNRt43c6f7sKlsz0wmfVoudCblTNA8Jr64j5cCl5Gg7UaUZ0f/ogHGm0MfcEB2OJWGKMG9AUHYdda4Yv5YdNa5Rmh0a80l6LV14kmWx1avR0YCY9iub0B/lgAoXh40hnwRf245L2KSlMpOvxMYamkS113oB9rnMvRHekXQ5dvcKHd14VSUxF8fj9MIRNcejuueNtRYSrFGc9FrLQ3SS/2rkAf6iyVuOrthE6tle554XgEVeYylJkWp+8DIxXHPrqCtpYBjI8F0NvlFmcgE9h9jh37Fgu8N7X1xXAPeuH3BoUszP3TmOlUKmGOpxI4heBnt8siI6FKwB1QdDcWo1HRfEjEfYj6/hlQW4D4KDSmT4oLGAu+BST8UOu3QqWpQNT3L0AiiET0IjSmR5GIXkE08HNoTY9DpW1GPNqCWOhdIBGBWr8ZKrUDseBrAKs0VCZoTU8gHjmDePgjmm1ozY9DpSkFVHwusztP2lW/L4SRIS9sDvMkG5/jbyQYgDcchiccQiAaQbWdegEaDEcCKLPY0ef3wqk3ijLrSDiAKuNUxOpaoSJXKxaHdzQAu8MEgyW3+TUbcEH0r20v4+zYVcQmOEkjYY+8kIUC4V3FW26sM1BdU4jRUT+OH21DTW0h7ti9Elev9MOSRUcpIqLtwmOf6EGlZQtKTezzrYIn6odWrZKcMsvO7FozAjGGDBPQqrUiXcufB0NjyNfbxRlgzbpDZ8b65mJsXvkwrGRfTtybpPJeruD3CuxW7FpXCmfVAWxw96FzaBRuTxgV+t2waMrE8zPqlFBUocMqL/YZkKqDNLIOJ4bhCfXGvoEx1NcUSKh4ZA7ZXm6/xGUXUt+DW1ZgcMwn/AWmL0hOjMZj0NKY6jXCeWCIn5oEdED43fRjoOEad/vE4dGb9PKzPc8K/3hAIhX8bCgQhiPfCp1BJ6Gu3esbZcXfPexBW/+IrPTpDDGPRgNfXUTBJKdEQlL3xZX0n3z+nmnnkzrZsXUx7x3VspQGPXzQFWk0k8aM7QX3IjrRSlRkYDUW5OkLs1IgXGzw2E4dbcP+PRfk51t2LsMDn9yEvHyrrAoYmpYeE8Vz62vQIDQ1l6G2sRgOl1l+zgVmjUmMeqW5TML7PYEBOZ4SYxGuetvh0jsRjofREejBGsdynPNchkvnEAeAxp5PAlfsgVhQetR7IuNihFIJnDq1ouM+Fh2X7/BvXPGUGAuV9yNjchyj4TEEY0FxFIbDbqx2LBOjT7gjY7JfOgp04mj4OwO9cOht6PT3yn1tsNaI47JYzgAjb2s21aD96iAaV5RKhOZGgY7xp76wHU98/lZx+OgI/OdvPoPezinhp1TEEgmc7e/HmpISEQliOd+NcAQm9o5ErAM687cQCx9EInIWKm0jVGonEjEf4qH3obV9C2r9rSK+ozE+oGSwtSuhVh8AEgGq5SMWehsa/RZAnY9Y4Gfyd/5Na/kyor7vIBHrkr2p1MWIR06K86DRTI/QLBScJXq947gyOoISi1UcgosjEeg1Whzv78G9tY1ocQ9jQ3EZ9nW3i7OQb7TAaVy89PXJI2344Xf24smv7MSmWxe/gROHQ62lTML9uYLdKBk5WAgW7AycON6OF356RCoJmAvfuWuFvFdcPIq7752/Q/pYpAvnPS/Dqs9HuWWVeHEXPF3SzS4QC6E7MIyV9mr0BEZQay2GNxLAWMSHOmsJ+oOjMhH1BdzyIAXjEZwebUWe3obN+Y2Sd75WiJHi0E+MQm8ZRZ6uHeaiMdxb9iQqLetz25ZahYHBcbzy1mm0dQxNermaFGXB2Y6B5pBeL9US+VooIuEILh27CpPNhFgkis5LvahdVYnuln4YWQ6l1SASiqBpYy1KaopSWnJSrjhPXhm3Gw8gEPPCnMLMlhDyPGWYWmlVrIS7gnG/yBBXmuslH2bWWOHUFyzKfbxW0JFrvdwPvzckq81f+cJtaF431bY0W/DzqzdU44//8km51q6C3Dx3rvIdOrv8PyZNS0Kw66wSAXDpHQjFQzIJ8HeG6MuMiuIgV/hFhjxxAjxROgMh6UtPQ81Ugy/qk371BH/n58xxrvQd4nRQ8GkgOCSTMPfP74ZiYRHP8Ub9KDLkyzHxPd5LHpNRbUBPoF/+Z2Si2FAg0QiuVvRyjIoK4GIa5Hsf3SCOGqMu5AzcKCQ5GNIaR6OGzW6cTAdm/PyEQ3C8t1cEggosFjQVFNw4h0BlA9RsY2xFIj6KeOg9qLX1sqpPRM4r5yIRV7ZNTz5/ipi5Ao4E3jsaqqSxik+s/CmbbgLiXsRC70Br+iQScZYIL26FGbUU2HnVpjegyGIVjQRGC0osNpi1OtQ78+E0GFFtd8IXCcO0iI3GEhQEOtqOi2e74fVcnzbdnAOfqr5vQc8Iv2vVzS2ktPjOwLE23HpbExoaivHKy8eVELvNiIH+qfBurg8VH4jRMPONRmigFrJEodGOIoMDBrUW7f4BCTV6I0EMBcfk84wciLY9B4lWWQEtFkxaB3YWf1PyjIeGvovToz9f0HbYFObRB9dLOLOhdirUnX8jJy21WiIAowNjcFFWVa2GeYKYZbIYZXVVXF2QowJZHK3efegPnMeO4m9k/T2bzoiTo2PCHai00FC5sX/oTTxSziqCOPYOvYJ7ij8llQW5YrB3FCaLAWarEYn4VAqL6Syev0QhGJbVqOFxK13DHBOEs0wgUW90WIngFBTZUFjqWHBYUKfXoiRFuCun76q1qLMqFSkWrRk1FqWunMg3OCc5FsljozFPfa/EpIy71PfqrNXT9pFncOL2oq0z9l1hUlZ15aZicZAvj7fKzzwOcg6IFXZlhZQseU3+XG4uke/UJKbq4JVjXtzeH2be8xyqNj5O0AkoslrFqDmMnLNuFNRQqScEqFRmqNQxQKWXkD6dgSQ5UK1tQCz4KqL+56ExPYh46CPEo5fEedCobNDodyAW3qc8R7rVgLoAiURAcYzUTklDqNRFiIXeJwEBKpUd8cglxEN7kIgNQBV6H2rD7fPyBjKeAdMyDpe80jk5ROp7G4tzi75lAy4KLp/vkUXC9YLwUXQ3zjZcszPAa09izOTFTzC3GoJ2gV4YxWfWuSh+wVWlGk22cug1OgllchWZb7BjV9Fq0bTfWrBMViM0/KxD53v5xUraYDGdgdQ8Y7Za1JlActfyxsUJky0UNPbNE9UL/JlRAb1Rh5LaQnEMZH6YRVpzNkQSQfT6T2M8mrnCYDYMhcbFgWOKh6sk3jOSBscibhjUBvijXkTiIUTi0yd39iqYjyXb3+VGMBBGZT27iwEDPaOorCtEb8cwSqsKMDLoQcAXQkGJAy1nu5FHdrFrivGfXuZFkhD7bsj+KQWc4TPEbIJMc2G+a51rydlctebp25pt2/Mdk9InolqiBiQZZtrujOPI0CBrrmPI5niu9douxjEsBDRmt1RWShUBfzbr9Ne8/azHicoMreWLCsFRz+jmxPcS2zm6J17kCS6D1kI+C4/LALV+C1S6tcqdlOZhWmi1tYrGhmrCaOkU0rjG+Ig4GFpNNRKJMFTkZ0jVRhxay68qhkOcgJljJ9vrMN+4Tv49fXtzXSdVluOMi92eiRSQ0Ablzwt7lrI5rmyxGGP0mgiEe949h77eUZEkfuP1Uzh/vgefeWrbjM/G4mF4o4MIxcehhg5WXWFa6GmivnqCVc6VeDAxCm9IYZ3r1WRVFkkOJfm5cMwPd6QLJo0DRlUhTGl5knDMh9EIGz045LtJJroIYcT98EWHJMRNQ2/W5sOkyaywlytiiQj80WEEYx45doPaJufLvtqp8EYG5TNOfQWiiZAcD7+bPFdNyvmwHjoQdcOqK5ZtR+NB2HWl0KqNGI/0IRz3waItgFk7PZQvuvHxcfijI4jEg9Bq9DCzVSebtEw4bTRwvA5j4R6YVXkwqC0YDffKNtm8g9eF2011hnhtA7FRjIY70Rs4I/3h+wLnJv/Oc3Doy2accxLl5jxx8nzRoKQTjDoXykw1QhykvgAbFj3b+XeTjYqSoP5AsXFu0h23GwqG0ds+LMS/zisDKK3MR9ulfomO0AFgmJ4OAXO8aZpHGHP78fbLJ9DdMQz3sBcjg170ditNpFpb+iUfTGcqCYalP/n0rdhyW9OMY+Gk8b/+9GUE0urQyav54m/txrJVc5/Lkf0t+PG/foiSMie+8UcPwzsexJH9lyVnOdA7KukmMqzX31KHjVvrpfwqo1NCvsh4AJ2tQzhzvF2IdkMDHomWWKwGVNYWYOW6aklj2BwK6TUVjGi9/rOjeOflU9h13yo8/OktGOjwCGmP2xsd8ck1qa4rxLpb6rB2U61cl7meJx778IAHZ0904MLpLrneXEww1M4USnllHlaur0bz2sqMK/7Tx9rxvb99RyI3qSgudeJr33oAeVmkYejkDfZ5cPFsFy6c6pJ8P0lrPBdGgZavrhQuQmVNwZyNpnIB+Twbyxd3xcpx8sz/fh8PPLEJW3Y04o2fH8eJQ1clOnbfoxuwdlONXNt3Xz2Fwx9ehsGow5bbGnHH/athNOmhSlH15H0ZHfGjs20EZ461o+3KgDwHfE5YQVZdX4i1m2uxbFWF/D4F5Vmns8B55/L5Ufztn7+C2oZifPmbd8s9bL0cwIfvnMeVS31SMsjnoKImH9vvWIEVaytnLbWdDRRv4/k8//39iISjclyPf+5WOJzTw+QiEBeKyor+xOFWtJzvwbgnKCluHt+6zbVoXlsFk0WfcezzOlw404WOq4Py7Az0KSqt//Z37+Lnz5AkOR1PfH47duxuzpYrKcJCz3S8nn0zDxUXzzqJHlSai9Foq0SJkfLtC6v0uGZnYOsEceK9d8/B7wvj/NluPPLoRixbPn2gB2NjOON+AZfH3xUDolOZUGxaAZdB6ec946bF/Tg39hKujL8vDgRD0UaNHXXWHVjtegymCflQhpbf7v1vyNfXSSjfpJ3Sz+d32n0Hsbf/L7Ex/2mscT0xuaIbCl3GiZHnMBC8JIaSBsulr8Za1xOoMG+YZoRzgagB8lxHf4427wEx7kq7VBfqrDvR7HxQDHHynC963sC50ZdxS+FXcHX8AwyFWsQAG9V2NNjvwFrXp8So8vNdviM46f6xbOeq9wNxAJbZ70WJaSWOjvw7POFelJnXyHWwaBXBJxrV/uB5nBh5FsOhVtk266rzDDVYn/cZIW3SESJGw114s+e/oMF2hxjglvE9cq+o3u7Qlct159+SDgGP4fzYqxgLd8vn6DS82vUHk9ei1LwGtxf/7gznJInhkBcjYS9qLUUS1aGTd3fxJ6WEkG2MD4+8j235d8Gomf5QO+bRGCDKqwswZNDBVWgVg19Y4oDRrEPDynKJAtDY0QjanGaJFqSH/WnY3nnlFAb7xqYcqgmREU4ofd2jEkFJgsaUBiTzoIA4JmREh6npHoxK1IIsZDoq84HkxMvnejAyOI6TR1rxyvNHcOiDS7J/Gic6M5wE33/zjBjgr/7evahpmEnKGx4cxz/91Zs4+MEluSY0diy34nnTmB7adxkvPHsIO+5qxpe+fpdcs3TyKY0mJ8SiUoeQJf/t795DT+ewbEu2E4nh+MGreO1nx3D/Yxvx9Nd2SdVFJvB6Htp3CT/5/gHJvXJSZyqHhpLPTDTC9E4CxWVO/MlfPSWkyxmXNpGQ685rxH2Tt8RrQaMXmVD6nAuUkH7jZ8fw8x8eFKeNp8tSsGQq6XQoindfPY3SChe+8s17cMvOppyNVTqSlTjJa8tjkH55E4qmxEIWJEx38d7QqWu/MoBXf3JEaZpFA3i2G7/x+/eL88T3eS9DoSiOHWD5IHD/YxugSuEu9XaN4K//20vioHHM8pwlIqZS+DMf7b2IF587hDvvX4Mv/NadUlqb6Zipo3LxTLfca/eQFwfeu4B//6f35bnSJCWDozEx5vy5sbksp+vL8ztx8Cr+7i9ew2D/GNZsrMHdD62TZysVQnx1+/HTfz+A1356RJwAKfdjd854Akf3X8HLPz4sjtFnf30X8tMcat94ED/8571ovaSIZ0n54kQrYjpJ3N6Mc/dSRyJrXwCeiA9v9x/GQkFHgMJELCnMn+D/XHdnQERT3L5JFbam5aXSvIgPIcU+qKrHyS7pMfJGXPK8g5Pu51FkXIb1eZ+GWqVDp+8wLo69KYY/FVwZXxx7HSdHnkeZeS1WOR8VQ9MTOIFzY6/IZzbkPyUOhU1XgkLDMvQGKEbTN80Z4Eq3238MerVVtpMMLXujAzgw+I/wRofQaN+NfEMN/FE3LnjekPeZ9y4350YOTILRDHIKzoy+gHLzOqxxfVKiEd3+4zg39rI4HrcUfFmOXa7NxIqfjkmxsRlb8r+IaCKMq969OOP+uaz0lzvug2bC4/ZFR9ATOIUVjgfQ5v0Q58dewXDoChptd8IT6UXL+HuSu6+1bpfB7A6348DAP0jUgd9hBILG+9L4O3KuNNaFxqnVbCwRxiXPW7DoCrDMcS+s2kIMh67igud1HB95FoXGZXDplfxwmWkt7Loy+KKD2D/w97DqirCt8KuT2zKorTBoZs/3c8JniJQM4KQQDisFykzVsGkdEhmos6yY7FqYC/KKbPJKR31z2UQ+e2qbmbgCxaUO/NZ/ehDhiT4VoUAEr/3sKA7uvYSK6nw89Wu3SzVAEjTKFdWZ68BpzP7wzz8lzw1FcT585xx+9L0Pcz4nTjrf/Zu30dPllijAynVVcOVbxck4fvAKzpzowMnDrXjh2YP4zW89INyEVNBgcyI3mXRYua4SNfVFKK3IE+PX3zuGgx9clMlu3zvnUVVbKCsbPs+ZwNVVy8VeBAMR7Lh7FVasLpeVZnfniJxfT6cbb710Ao3Npbjj/jUzVtQ0Rgf2XMC//M3b6O8dldVh/bIS1DeVSLomEo6JQerpGJHrV1aV2aFcvqoCf/xXTyIapiMQwrP//IFsN1sIOdagFYeiYXkJaptKUFVTIMfAc6MmBJ0kOgo/+t4+1DYUoWwByqqcG0MTKVVGUJ1Osxh/SkKzLwR1+115FukAy2ojl8s6b2Ox2UCDz7mX94+g7sJgv0eY76wCuvsT61BelY+3Xzoppa173zqDOx9YDVOKEh9TmkmHtX55nYyVolKntFHv63LLNe5oHcTbr5yUyNbuh9bOacR5fT989zzeeOGYjMu7HlqLohKnWMr+nlF0tQ9LRGq28ZYJdKI47vlM0Llg9ObL37gb5dUzG3LxuaMj8OKzB+Vvm7c3iuPA86NwHp8bXre3XjoBvUGHz/36LlkwJMHryW1zjBGMDPzL/3pLxumjT20VJzzd6jOSlItPRzJ8s702K3VTBQlJ041H/RgOjUlk4YXuvQjHIvhi7UOTpcLX1Rno7XHjL/7sZRmsFBoymfSK4mDKiW/d1oC77lGqCfyxEVz0vCnG4tai30S+oXaije1mvNf3P+CJKHK8SYyEW8Wg0pjeVvR1IfARtbbtsuqmYaqxbkOxqVlWqfW2nWIY230fibORHAg0jt3+E7Jy5qqfiMbDuOx5R1bJO4q+jjrbTtkGHRZ+5s3eP8HZ0ZfFMGtz7JZHDAQv4sLYq6i23IJthb8+sSpOiHH+cODbYmirLVtRYd44lZ/myltfgVuLvgad2ihGks7IGz3/WYx9lWWzOD3K8QdQZbkFKxz3w6otQofvCMzaAnE6aPh5DXg9E4gJj+Lc6CsYj/bjzpL/iHLzBnGISM5z6ivl2l8Yex15htppoXxyADblP41Ky2Yx0nWJHfL+KffzGA62wKmrUMgt+lJ5MaKgURvE8NPpygYsiSw02CWczwhBJB4TomgSZq0NW/N3w6iZW3WO5+iOuOHUOaUkLuuc9zx/J/lw1fqqaV6+snpRJKT5t8Li7LxvGmFOpElw1ZYaVcgWTA90tg3j0SdvkTI2i03Rc+DY5QT/P//fn0lY+NhHVyXcnh4d4Ort8795p6QrGMqX0HAKR4IRgW//91eEJX3g/QvKhJ1y3KlgKJ2pid/6jw9g822NMEw0hOIqa8PWevzNn74sx0DHYtP2RjjTFA672odkpUVDwPTHF397Nzbe2gCbfSo9wRX06IhX+Bo0TplAB6QkRdOEK7pcZmDu67bdzSipyJOUBL/P1WIS9z6yHs999wP89AcH5L6dONKauzOQAPbvvyy6JCRacyFFp6C3dxQdHcPIy7NK+qawkFUiKnh9QWzYYFmwM8DUz8O/shmPMlXLFrqBMH703X0SfXnkyVvwq799l4TGLRYD/v5/vCb3YKBvTISaksgvsuG3/+BBRYCstlCMdOpYuWVHE/7yv74oIfMP3zuPbXcsh32ONsB0WH/+w4+wbnMdPvPlHeJcJK8zjTpX7TymuXQAUm8rowmMQP39XyjHv2l7A776e/dJOWmmSPNH71+UiAjxua/uwj2PrJexlgR/Z6j/R9/bJ+nBxuWl4uAkt0UHZvnqKbKuiHvJscZQU18szvm1ppepLPj/NH85p+/QGWA1T6e/H6/07sfZsSt4u/+QdDnclr96QQqEOX2DDkBVdb5UDfAG0rtidGD33avw2ae349d/405svXVKYpfGyRvpR7FxheS4J7ejsYuh1qSxSfsCZyUnTmOk15gl1M0XW44yCsBcNVerSRQYGsRY9gZOyso7OQDoCHDVXWW9ZVJljGHynsBJ4RgwjE1w2zTIPDYaWObA+b1cwbQEnYFQzCvHzjy7ApUYeToBPC7uf3piSCVGlJ9RflMJv4DOznhkQFbyk59UaWW1rmJXPy0NoBEOXak4NHq1WSIIUQqFJOLiOPUFz8CqLZYVvbgdUqaSEGeAPAo6RTzeVBQY6uWaJkmYTBm49FWSTlA4ENfemS8Yi6DDNySVBCwbDcenh3RZTmjVOuYlbNIR+F7b9zAQGljAMQTRG+wVh+IXBayfv//xjbCmGE3+TyO2/c4VEsqlAeXkng4al6raAixbWS6rwNTJSyR6awqwZYcSJRroHRMjMhv4VYbMt+5cNukIJPdB7QTmX4nO1kFJSaSC6RlO5OQucDVJ7sHOu1dOcwQIRhPyC+2S/7+eeux0qphPZ1ok1REg6DDtuGulOFJctdPw5Er04qfZ/peLJobNR9w+jFCy2BvC+HhQUjVFRXZxpKTZm5zrwslkdJAYNZJUhFol0ROCv/O+JPfB+83PMm3FFEMqaOgaV5ShYXmpfCZ9rNQvL5WVddIxZORjLjAixSgWa/KZ7km9ztwX/5YamcgEHRU9VSqlwdvxjsmo0qoN1bJqz+QIEEyH7H3rrJQA8nzufnhdGs+BjfVME9EKB3zjIXz0waXrWimQCdSLceptOb0KDE5Um0uxvWAtfqP+MTTb6+CLBXF05IKUDy/oOHL5cGGRHd/43XvhHQ9JiGtgwIOuzhEcPNCCwQGPeIh37m6WZkVEKDYuIXuGvJUe4gp445jbTncGuKJnWPvo8Pdx2v2zaX8jRyCOKPwxhcxFWHSFsuptGX8XI6FWlJrWiNHv8h+V7dMJSbqVDIMzt04ewqtdfzgto8Pt0vDyO1yB54pYIiohc/INuI3psrlcSStkOu5D0YhP/gWwaqeHmJkWsWmLJWXii061SaVh1kwQKPkZGmjdZOMe0d4UR0A6d8UD8EYGJO3wUuf/Ne1cuV1eA0Y/eE1SQWdjapvKdnmPuD+l9/u1s16pmEgCYb2mGP5YWOSIFwJGOQIxqrfl5qBwQu8L9uHwyGE8WPqgiFn9ImDDtnrkp8ixJiGTe3WBTPjMzzIsmpHRP4dRpVEqKFRa2zJUzRDobKDTsW3X8mkkyiRoPEonBH8Ygk3fDsPPJD9y5V9dXyTb4fY+LsznaNBQ0SkQpclAJOfucfzo1q0N0qeA3ystdUokdXjYh/JyFwoKbNLyXcpfNSq4XAuPChDskUG1viSS6Syz1SDnkjx2kvloiJm+osGcedyzHwMjBSRn8iMcb9zGfCC5lim2hTp25PzQuSFv5h/+5+voahuSCAVJuFV1hbNut6/bjbaWfjnWVeurxbFLh5Tdlrsk2tfdwfTUsDTho3PwcYPEe2o9zLYwUmyBSmSK7yjaiAvjrbji7YI/FoJFO38/j3TkNBPyYaA2ufQy50CSwRCVyYQMTq4UUsM9E4rNGTXleZLpZYA0ZjQ8zGXbdDNJQ1wVlxibpxnIGutWXBnfg07fURQZV0joejB4CTXW7bDrSib3wSOhQWODEobiZwwgy2aJWBg0CxH2SWkEk4E2wnPivzy/DF/N8PmpY870fuo7sx5NIg6zxoUKy4aMnyGZUSdlQlOgg6Ec6/VDl38E58e6UW0pgFNvuS411hTraPG24NL4JUTiEdRaarHCvkKu35mxMzjkPoTuQLco9lm1VmzO24wy0+LXJC8WOAGXTeT4Z/u7kjZQQuyZQIPGvCerEJinZQSA5Ciuerm662gdmtBgmLvUiaI6s02UwgOZyP2SZJUU10qChof5ZoLh4hspDpQJUlkUiWHM7ZNoBVe6/JkOFZ0iXh+GuZOfXYgv7HCYJnkTDM9zO8uWlQhngI5AKqciNdKyEJANn9yeCH9N/EwnLTUnL6tzhVEtWhzp4AqcuX5W0XCssOqDqSoSEvli2iE5RLLxxeuaiq/J6TMa9bh6qQ///Ndvicokozlf+9b9YsDncjB43O5hheNGR+Iv/8sLs362p0spF+R5p0e0FgolSqtEVMlfC8ZGJaXKyi6FK6WWhRvtDv+nfeMgI5eOKXLyxDiH0xngdph6zlShxZRAqYkVcUaMRbwLjnjm5AwMD3nx/X/dJ22LOaidTov0Ili5uhIOhxlms17yX0mQLMcwfSjmkdV3kgxHhGPsRz39oBn+5onTkNdab81o7JIM+NTQNhny3YHjWBX/BPqDZ2VflZZN0z5Lx4EXNpIIYV3er8wwhARv0GzlcHOB+2FqgCvxYEy5NqmDlKkPHhNLGFORJBFOR0KiH7wODOcvBLzmRq0DJk0e1uc9OSMCM3WuN17et8ToRLtvCJ4IyzpVKDYurgfOa9/ma8ObfW+i1loLm86G9wffRzAexCbXJjj1Trh0LoxHxlFnrYNFa5HXzQyuwrlCXSgY9iTb/PWfHZNSQBo5GjuG7Qmyu9MN92xgSHehrHouHshQJ6x24wyi440GUyr73j4n1Rh0jnh8vFbks1BFkKWoyUqSxQLnBVnBz1JpcS2Q/jAZIguKjkh2bjeN/dGPWvDea6elooAiOzJWYnFZYWs0Gsnb5wJGIq4l28MKn2f/ea+UOUpnzbjSHXA+MJrD8SZNwk52yms+RNl8aIGdTtPBKHWn/6jM6azKYtTbjlKMhNtk8meUNp6ICGmbKXDOyoyA83NM1/LvnMtHwx1CkqdNS023p0Kkw0XDYeHHm9PTyFwiuxTSy7TbTFKW1NExJK8kbiGB8G72GoCEx5ki6A9ekLp61p4T9IIGgheEsJYKhvlNmlfQ6TuESvNGMYap5BWGtdPbN+o1NtRab5PUQo//FDp8h5BnqFNSBKmfU1slIkBmf2/gtBD7Up2FJD8hm8546aDhZrkkc/esYiAPgBEIgje03XdIHB8SI6evvBPo8Z9Ak/1uaNV6WdGzVI/cCaYbkuz9XEHHpMS0Cp2+IxgKtkxUVExN4DwWeqvXmo/ludB54v1kSCubskymBXYWrRBHIJtOdguJCjAFQKO/yr5KOAiDoUEccx/DZtdm1FnqhGfgjXqxxrHmpncECF4rsrkXApK09rxxGt//h/ekcqCo2CF66qwTJxGQq0k6G8zlk3U+77FM5KMXhqnV9fXkAsx7FImEcABYB3/8o6vQ6TVS2sZ8O5ngzCNzjmOE4Nt//oow8m8W+CNhkW6362c2yJnzmmZxuWkEWX73/X/cIw4jK07IR6lfXiJjxWBUCONk3r/54vGsj5lO1bWAUQHeD3JeRCvjRAee+ae9Qghk+iObMXvrnSukImQ+WKzGrLaZDRj9lvSuSi8cr2BkTIkOJxRuCO0FIwC0OyGwb4xKItNmFdPBaoSjPvhUQ/J9zrOztdwmKbvN1wtfLIBSU4GolS4EOX2rvCIPf/Y/PjPnZ6ijn5qDrrJuwdnRl6ROnkaPF4fldjTI6SHpQmOj1NiT6U6OQbV160QIJSRkRHpay+33TSsjVDN1YFopOXBWC5AE2Ox4WIiC005UZZBtt/n248jw9+GNDKHQSLKcWlbn9L5Irquz7ZicMJhWSCRi4oQwtMMbGIr7xItTVAmVsDpvYpFxuVQ6UB9Br7GixrJNbigV+pjGKDWtFgOdjr7gWZwe/RnKTGtkfy2ed+EOd2Ct65MzIgnZglGPZfZ70Bc4g0ND/4Im+z0SPSGSYkGsvqCneS3gYOY1o/Ny0fOWbFP6tKu0UiUxW5RFp75+eeI42KlsBMPhYdHdJ9gcp8RQIn/TTKis/bKAGgMv/eiw6COQOPaNP3oITSvKoDNop62uaByvN2hMqHpJsLtgJBSdtVrgeoJREJa7Hd3fIoaCJWKPfOYWIZcp3VeVcldeO5ab3Uw4M9SPPp8PD9Y1zdn/YyFgmuSlHx8WQaCGFWX4+h88KNwOIfClOKMs67uRIOfhiadvxe33rpYyX7L/333tlBhtVtekVjykgoRJ3j+mstdurMH9n9w4775UjJiKDsK1g5HxGolwKylulmPTZnCBLO8pjSDkZ5e+Ztrv4i7oqfCoqOoyBZ4uwqbYqAQujLfjvYGjEh1ggyOWKi4EOT2JnDyY98oWXI2udj6KYHRssgSQRpmr3mbnw1Kyln7x1rk+PRHqPSDCQanbojGdkUdny199FfIN9aJfwGhCuayEdTM+l6evwW1Fv41jw8/IvpPseF5sGvDVzscmP88V/eHh78lKP0nmo0PA2v2jmh+It7bK+Qia7LuhojynyoANeZ8VQluL5z1xTJKgoV+f/2QGlUMV6m27RN//wthroixIg8VIB69PKukyFwhZybQK2wt/E8dGfohjI89MkhN4rkatU4z4tYJe7ErnwxiP9IvTQYeM173SvAlbCr4ITUrJ4I0CI0eMChQaCrG7eLcodcn7KvXUz0KIXJxQ4M0O1oYn8/Q772rGmg01M1b2oh8yMnsHzcUCJ23WubMsja+xUb8w+m80uAKmEh2dgsraQtzzifXCX0g3KOQPZCNgtBCEYlEM+f2w6fXSZMdpMCGaiMsqr9/nRYHJIl35RkNBjIdDGAsFUWa1IxqPSzluIBrFcMCHctvipdlaL/dJuoQGdPcDa6TFdvo1YdrEM5Y7yfpaQKNPzQrqTjz+2a0iwvXOKyelZJGVBLffuypj0zdW2vC+svKAXAOmOK6FoJmOdFuUDuFtpKTG1cn5PI0QGIpFRCsgW3CvtDO+aAAXxttEsIglhjatGVvzV90YZ2AhYOnfbcVfl3A1RX90KiMKjI3Qqa2IxhwoMy1DPKGQ6+jltI+HUWP5DAyqLYBqGBYdT10Dh64YJk0ZtCobIrEYPJEgXAaTInWt0mFD3udQZdkOk8aGfJbHTdRhU/t+qiMYG7asxZ2ldRgLt8MTYVkaFQ5tsGjL4NKXSZcrg4aXhaSMDXDqKuGPRqS5SDgWkwfRpjdK+1o6IEy18sbQSyfpkRoGzAl5wqz5j0vJonK+Myc91YSAz0rHwxgOt0olA6MBLAekxG8S1D7YXvhbyNPXTVxT7ucbyDcovzN6srXgK5JPSqYD6IEyspKva4I70oZAbASxWAwmnQMObQXs+hIhCvH68Ri35n8VNl0RkNBI+oeOH2uA84yN2FH0O3DpuC/1tPAzyaQVpk24q7gUw+GriCWC0MAIl7FS/udnyCjn5ecEQkdSkT9dnAeSRJnjo8fR5m+T3/P1+VhmW4YteVvwUs9L2D+0H/mGfEkJlBnLsNKxUsYE3xsKDeHA8AHk6fMkdUAH4v9ESHUAGeMq1pDbM15799C4pAmuN1hit35LnagodrYNYf9752VVfq3KfjkjwYYzSoqS0YBM0sl0GI4euALP6PUxfJ5QCK9cvYgyqw1H+rqxubQC7kAAQwEfquxOvN/ZhvvrGnFqoB+X3ENYWVAEi46pRMAbDuHVqxfhMBhRal14J9N0CGciGhMiIzt0ZlptM4JECekbCaUBknIsDpcFT3/tDtFUoGDQv/7du3DmW0T8J51HwDQHS3J5zMcPXZXKAsoPzzb/JLJQgaRDwVQJrxVTKYr9ubbz6wkM4r+c+05OXQrpNHqjAUQmeHd0AB4o3Y51TqVvz0JwQ2J0DCdTLjcVNLB61RoY1Pm44B6UEEex2YbjQz24p7IJOnUpnPo65BlNuDw6hAK9EyeG+lBkjqDc7EC3zwOjRocOr3uiQVEe/GEzyh0Fkn8n+vzj6PZ7UGV1whOmDr5aDHogFkG5pQ6RaCFMWh0MKj36/X4Y1DHs623FuoIyEcIZCZSi3rEKH/RcxZbiKvHKg7Eo8o1mdIy7EYgYMegfFi+/Oa9YnAiujhku5ys7JCZFfGZD+t9p/Bvtd07+znLAZHojFRywfVeD0OrLkWdrkEnfVebEYNcYfKZRIQux3Ku43AnV4HLELQZcHu2VdscMKVOCtqq+EE7/RikVc9WxS5kyUfZ3u0X9i02ABnqBwpL1CPjCsr2IzYhWz4AYfjJ6lZrmiDDMqxuKZtXQzwVGjRHN9mZJCYyGlRB3xBxBk7UJteZa3F96Py56LgqZ0KFzwK6bmjQrTZXYUbgDPf4e0RyoNF97lORmBUOsfNGxo+ocKweSxD1OfmSJv/KTI0IWu95g+HXdLbWiFMfIwEs/OiRjYfOtjdNU30gQ83qDUvnACX2xuxFy6FHHgKCULcdxamSATuzpo22SF+d4vh7g4oJ5/xb3MFxGE/q842LojVodHmlYgZ9ePouro25FvyGvAA/VL5fFw4Dfh+P9vSi12vDVtdRjWTxHimWJ1JKhA3nlYp/wBZIlpElZ3xefOyiO3McFSckWO/DUV26X42E044f/tBeuPOsM2WpGonbdt1oUBns7R/Dsv3wg6QZqJaQ6DpzPhgY8oo3BSBH1LWaDxWaQEkU+NxTpYsQiXbsgV9CgD4bcYgNzhUltQI1V0Ru4q3jLNAG3XPGx0Xm5mqZBt+uN6AuMi7deZLIi32iSh+Sqh7X7YXg8Qezra8PdFY2KfriajXVi6PaOwaYzoMs7JgOEzoVDb8Rw0C8hN+LEcI/sg++fGe5DocmCsXBQIgUMvV0cG0Sl1QGjWid/o06+xCFUGlwcHcThgQ75O9/jfulQ9Pu98EZCGAn6MRDwiYiOSaOT95SIws0Dhn5PHWkV/X1OqBzEfI8GmteM6nqchNsu9wuznM4C9eY5MTJUyAeEP1M1TiZP1dRk3d0+jP4et3T/o6gHJ20qzzHawMmV9brF5S7Rp2dZUSIRkbAa87BsRHOtzgAN/GeqZuevLLctl1c6FJKOATsKZjpPiwmymIcGxsXhikaiop1/9XK/lHJFojFcOtcjkxUdJk64zJ1T83+xc+iV1QXS7OejvZfw/htn5Pz5O/fDhitHP7oiUsQs/2rl8V27lMSs4L5J0HvqKztFOIY8hm//2StSK17TUCQ6JUxZ0EAzXM2D+Q9//KjkrVPBFZl7xCtRJzo3JPr1T3w+6A9LY5mhco9ybbVq+b+wxD5Z9szxeOudy0Vnn/uhvv3t96wUkhwneUous/kPIwYsgSSLPRP4HAwPjctzxOeH7HVeU/5P8Dng6pWpEF5vOkNUZORzaNbqxAk4PzyIDSVlODnQi/tqm7Cvq114AQM+Hxqc+egcH4NRo4juJNFcUASb3oA9nW14oG5mg6yFggQ9yjLz+jE3zzHctKpc9s054PihVnmuKWbUcmG6euyNBFf2JHt+6Rt3ieIlK2S++7fv4Bt/+JAoKKaKclEFk7wCKgx+8NZZcXopqlRS7pRVvnc8gKF+j6QSeO9/548entMZ4N+oWcBoA9UNOf5WrKuU8kc6juyVQSdqxZrsFxiFBhd+re6xnETdtCqtpAXyDQ6UGgvg0tsWHBGY3CY+JnDS4apfR8UrR4HksjnAmxxU2aMokcKuZ4vPtfmlKDBa5KFg2Q/vNQ0+w2YlZuUi8G98wFIN8uq8UhQarXDqTViVX0KqH0ZDAeQZLaix58Gq18OlN0Gn0WAwwJxpArW2PPHQmILYWFgh+6iz50lqgtumR899MkrgNBjlWOko0CG42UBD3ry+SjxXrs5p3Km2xkHLFQDrjZWSNcVI02FwFdhkEkzq2dM2lFXmy0PDyS+5cuKLkxo9bE7WnPCYv+NEzRwfXwzpcTt8z1bhUohIUuL88THJbxRYt//X/+1FmTToEDA/zRUIS5ei0TB+8A/vyfXnyo+OV2mFE//hP880fNcKy4RWPR02ToTUiCcbXFpWi6CLAQ88vlFUBf+/P/45hgcUJc/rBRrk7Xc2w2jWi9Qvm9kkX6kQOdz6QmH6p4NNjp75zl7p2UCHIKkXIJ0QBz34q//64mSdPcc9KwX+8M+fmFS647lv2taAB5/YhLdfOoFLZ7ulk5208J74AHX3yVZn+mQ2Z4B8gu//wx4c+uDiRIhdKe9KqvIdO3hFVqXcH58DPlfsqvf4Z7eJgW105cNuMKDC5pD5bm1Riaz0xUEoLsOK/CKJXLKBUxKVNjucRiMqbQ4c72dka/E4DRQpevJLO/CPo37pycDIjfp5RZNAhOJsRjz22W1iTDlWPk7QsaL89RNf2I7v/u3bOLr/Mn7yg/3SO4TzXdIhoPzzQ5/aLMqdJB5ywSI9LNLEHjVateKQpvQdyQQ68JR2Hhkex6nDbaJYeOjDyxOpApWkEKh2mIsz4NRZ8VCZ0k8ie0yp2ixWZc7H5gzQ8G8tVvoGpMKqUx5Yht0JPly1NqVTIcPzBH/eVqKUhBUalf8zXZByi11e8jmT8jk+bOUWpWSxaOK7vJNlZuVzK1zKZFxqZmmgom7V7CqeWtlYnfPuNxtQEKnMvE5C/tcLnAhZQpZEwYSmPo10+rEn/5b6HpW5pnJpUzrw9KgZCaCR4yo/KZbC1EJyG4wKTG3b/rGXky0U0oiopkDkXGmos125c1Ig4ck8j9RqEnSs0lX9qPS2emO1GI659N85SbNZC7kB6WVRvOacmH7vTx6Vlcz5013CFqcDQueNrY+b11XJCnrj1gYRmkmXh6XDws/yGtCZnLWpjEol95qfY48HKsdlAr9PBbn6ZaU4d7IDl872iFocV/W8BkwdMILAcypkU5s08PjYTTAvyxIwtiNOl9WlcaDhoLY8GxIx7UVngtecxDk2tGGHRka6zp/qQgX7EmQo5WOTIWr4ZwXu1zohPa5Soc6ZJy+Cxp1YV1QqrySW50/fdqV96nrsrFSkn/kM8pqzY2fq+GR6aN2WOjjzzMLXSJctprPP7p2p58Pr8Qd/9oRERugkUWeAjhvH/votSutiOjs0xIwc0NhmAsszk9LUdmfumgoc81Sz5DY4l2R67vhs7n5wDTxjfolmMBJz9WKfjJvUc+L5UnJ41boqGf8cc2xNTgeSXUc5pptWlonTyBTEXJD71lSMb/7fnxCnlNoFjLbyWDim2JKZ28oFCtHw469yUiVyFdxewhKWsIQlLGEJ/0fh+mrPLmEJS1jCEpawhJseS87AEpawhCUsYQm/5FhyBpawhCUsYQlL+CXHkjOwhCUsYQlLWMIvOZacgSUsYQlLWMISfsmx5AwsYQlLWMISlvBLjiVnYAlLWMISlrCEX3IsOQNLWMISlrCEJfySY8kZWMISlrCEJSzhlxxLzsASlrCEJSxhCfjlxv8PN2U9Gb0gIkEAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wordcloud = WordCloud(width=800, height=400, background_color=\"white\", stopwords=stopwords).generate(text)\n", "plt.imshow(wordcloud, interpolation=\"bilinear\")\n", "plt.axis(\"off\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see how this changed over time. We can create separate word clouds for different time periods" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:34.869765Z", "iopub.status.busy": "2026-03-13T14:10:34.869599Z", "iopub.status.idle": "2026-03-13T14:10:37.629468Z", "shell.execute_reply": "2026-03-13T14:10:37.628656Z" } }, "outputs": [ { "data": { "image/png": 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for year in [2009, 2020, 2022]:\n", " text = \" \".join(ecb_speeches.query(\"Date.dt.year == @year\")[\"text\"])\n", " wordcloud = WordCloud(width=800, height=400, background_color=\"white\", stopwords=stopwords).generate(text)\n", " plt.imshow(wordcloud, interpolation=\"bilinear\")\n", " plt.axis(\"off\")\n", " plt.title(f\"ECB Speeches in {year}\")\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These word clouds give us a sense of how the focus of the ECB speeches has evolved over time. For example, we can see that in 2009, during the global financial crisis, there was a lot of discussion about \"crisis\", \"banks\", and \"risk\". In contrast, in 2020, there is more discussion about \"risk\", \"banks\", and \"pandemic\". And in 2022, \"inflation\" has become a more prominent topic.\n", "\n", "\n", "### Text Preprocessing\n", "\n", "Now that we have a better understanding of the dataset, we can start preprocessing the text data. This typically involves several steps, such as tokenization, stopword removal, and stemming or lemmatization. We will use the spaCy library for these tasks." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:37.632284Z", "iopub.status.busy": "2026-03-13T14:10:37.632064Z", "iopub.status.idle": "2026-03-13T14:10:38.103079Z", "shell.execute_reply": "2026-03-13T14:10:38.102072Z" } }, "outputs": [], "source": [ "# Load the spaCy English model\n", "nlp = spacy.load(\"en_core_web_sm\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's take a look at how to preprocess a single speech. We will start with tokenization, which is the process of breaking down the text into individual words or tokens." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:38.105474Z", "iopub.status.busy": "2026-03-13T14:10:38.105272Z", "iopub.status.idle": "2026-03-13T14:10:38.490226Z", "shell.execute_reply": "2026-03-13T14:10:38.488796Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "One year with the euro Speech delivered by Dr Sirkka Hamalainen, Member of the E...\n", "['One', 'year', 'with', 'the', 'euro', 'Speech', 'delivered', 'by', 'Dr', 'Sirkka', 'Hamalainen', ',', 'Member', 'of']\n" ] } ], "source": [ "# Get the text of the first speech\n", "text = ecb_speeches.iloc[0][\"text\"]\n", "\n", "# Process the text using spaCy\n", "doc = nlp(text)\n", "\n", "# Extract the tokens\n", "tokens = [token.text for token in doc]\n", "\n", "# Print the speech text and the first 10 tokens\n", "print(f\"{text[:80]}...\") # Print the first 80 characters of the speech\n", "\n", "# Print the first 10 tokens\n", "print(tokens[0:14])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Spacy does a lot more than just tokenization. It also performs part-of-speech tagging, named entity recognition, and more. We can access all of this information through the `doc` object. For example, we can extract the lemmas of the tokens, which are the base forms of the words" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:38.493179Z", "iopub.status.busy": "2026-03-13T14:10:38.492869Z", "iopub.status.idle": "2026-03-13T14:10:38.496945Z", "shell.execute_reply": "2026-03-13T14:10:38.496091Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['one', 'year', 'with', 'the', 'euro', 'Speech', 'deliver', 'by', 'Dr', 'Sirkka', 'Hamalainen', ',', 'Member', 'of']\n" ] } ], "source": [ "lemmas = [token.lemma_ for token in doc]\n", "print(lemmas[0:14])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will also see how to use spaCy for named entity recognition (NER) and dependency parsing later on. For now, let's focus on the basic text preprocessing steps of tokenization, stopword removal, and lemmatization.\n", "\n", "Let's write a function to preprocess the text of all the speeches in the dataset. This function will perform tokenization, stopword removal, and lemmatization" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:38.498721Z", "iopub.status.busy": "2026-03-13T14:10:38.498550Z", "iopub.status.idle": "2026-03-13T14:10:38.502488Z", "shell.execute_reply": "2026-03-13T14:10:38.501616Z" } }, "outputs": [], "source": [ "custom_stopwords = [] # You can add any additional stopwords that you want to exclude from the analysis\n", "\n", "def preprocess_texts(texts):\n", "\n", " # Replace European Central Bank with ECB to avoid it being split into multiple tokens\n", " texts_np = np.char.replace(texts.values.astype(str), \"European Central Bank\", \"ECB\")\n", "\n", " # Convert the numpy array of texts to a list of strings\n", " text_list = texts_np.tolist()\n", "\n", " # Process each text using spaCy\n", " docs = nlp.pipe(text_list, disable=[\"parser\", \"ner\"]) # We disable the components that we don't need to speed up the processing\n", "\n", " tokens_list = []\n", "\n", " for doc in docs:\n", "\n", " # Extract the lemmas of the tokens, lowercase them and exclude stopwords, punctuation, numbers, and custom stopwords\n", " lemmas = [token.lemma_.lower() for token in doc \n", " if not token.is_stop and \n", " not token.is_punct and \n", " not token.like_num and\n", " token.text not in custom_stopwords\n", " ]\n", "\n", " tokens_list.append(lemmas)\n", "\n", " return pd.Series(tokens_list, index=texts.index)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We could do more preprocessing steps, but we will keep it simple for now. We can always come back and add more steps later if needed. Let's try our function on a single speech to see how it works. \n", "\n", "We need to define a wrapper function to preprocess a single text, since our `preprocess_texts` function is designed to work with a Series of texts" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:38.504393Z", "iopub.status.busy": "2026-03-13T14:10:38.504225Z", "iopub.status.idle": "2026-03-13T14:10:38.507035Z", "shell.execute_reply": "2026-03-13T14:10:38.506118Z" } }, "outputs": [], "source": [ "def preprocess_text(text):\n", " return preprocess_texts(pd.Series([text]))[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then, we can apply this function to the first speech in the dataset" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:38.508779Z", "iopub.status.busy": "2026-03-13T14:10:38.508616Z", "iopub.status.idle": "2026-03-13T14:10:38.640230Z", "shell.execute_reply": "2026-03-13T14:10:38.639219Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "year\n", "euro\n", "speech\n", "deliver\n", "dr\n", "sirkka\n", "hamalainen\n", "member\n", "executive\n", "board\n", "ecb\n", "europaisches\n", "wochenende\n", "berlin\n" ] } ], "source": [ "preprocessed_tokens = preprocess_text(ecb_speeches.iloc[0][\"text\"])\n", "\n", "for i in range(14):\n", " print(f\"{preprocessed_tokens[i]}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's compare the preprocessed tokens with the original text to see how the function has transformed the text" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:38.642341Z", "iopub.status.busy": "2026-03-13T14:10:38.642124Z", "iopub.status.idle": "2026-03-13T14:10:38.647109Z", "shell.execute_reply": "2026-03-13T14:10:38.646061Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Original tokens:\n", "['One', 'year', 'with', 'the', 'euro', 'Speech', 'delivered', 'by', 'Dr', 'Sirkka', 'Hamalainen', ',', 'Member', 'of']\n", "\n", "Preprocessed tokens:\n", "['year', 'euro', 'speech', 'deliver', 'dr', 'sirkka', 'hamalainen', 'member', 'executive', 'board', 'ecb', 'europaisches', 'wochenende', 'berlin']\n", "\n", "Number of original tokens: 3132\n", "Number of preprocessed tokens: 1388\n", "Number of unique original tokens: 857\n", "Number of unique preprocessed tokens: 579\n" ] } ], "source": [ "print(\"Original tokens:\")\n", "print(tokens[0:14])\n", "\n", "print(\"\\nPreprocessed tokens:\")\n", "print(preprocessed_tokens[0:14])\n", "\n", "print(f\"\\nNumber of original tokens: {len(tokens)}\")\n", "print(f\"Number of preprocessed tokens: {len(preprocessed_tokens)}\")\n", "print(f\"Number of unique original tokens: {len(set(tokens))}\")\n", "print(f\"Number of unique preprocessed tokens: {len(set(preprocessed_tokens))}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's apply this preprocessing function to all the speeches in the dataset. We will create a new column in the DataFrame to store the preprocessed tokens" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:10:38.649276Z", "iopub.status.busy": "2026-03-13T14:10:38.649109Z", "iopub.status.idle": "2026-03-13T14:18:21.073375Z", "shell.execute_reply": "2026-03-13T14:18:21.063476Z" } }, "outputs": [], "source": [ "ecb_speeches[\"preprocessed_tokens\"] = preprocess_texts(ecb_speeches[\"text\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then, we can take a look at the preprocessed tokens" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:21.140928Z", "iopub.status.busy": "2026-03-13T14:18:21.139337Z", "iopub.status.idle": "2026-03-13T14:18:21.194408Z", "shell.execute_reply": "2026-03-13T14:18:21.193135Z" } }, "outputs": [ { "data": { "text/plain": [ "index\n", "2976 [year, euro, speech, deliver, dr, sirkka, hama...\n", "2977 [opening, remarks, hearing, committee, economi...\n", "2978 [international, impact, euro, speech, deliver,...\n", "2979 [role, central, bank, encourage, safeguard, sa...\n", "2980 [euro, area, experience, perspective, professo...\n", " ... \n", "28610 [mr, duisenberg, report, outcome, late, meetin...\n", "28657 [mr, duisenbergs, statement, european, unions,...\n", "28681 [mr, duisenberg, report, outcome, late, meetin...\n", "28705 [mr, duisenberg, mr, noyer, report, outcome, l...\n", "28731 [mr, duisenberg, report, outcome, late, meetin...\n", "Name: preprocessed_tokens, Length: 2665, dtype: object" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ecb_speeches[\"preprocessed_tokens\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's check how many unique tokens we have in the preprocessed speeches" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:21.203782Z", "iopub.status.busy": "2026-03-13T14:18:21.203444Z", "iopub.status.idle": "2026-03-13T14:18:21.719125Z", "shell.execute_reply": "2026-03-13T14:18:21.718075Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of unique tokens in preprocessed speeches: 52117\n" ] } ], "source": [ "unique_tokens = set()\n", "for tokens in ecb_speeches[\"preprocessed_tokens\"]:\n", " unique_tokens.update(tokens)\n", "print(f\"Number of unique tokens in preprocessed speeches: {len(unique_tokens)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are still a lot of unique tokens. We can also check the most common tokens in the preprocessed speeches" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:21.723496Z", "iopub.status.busy": "2026-03-13T14:18:21.723281Z", "iopub.status.idle": "2026-03-13T14:18:23.264022Z", "shell.execute_reply": "2026-03-13T14:18:23.262950Z" } }, "outputs": [ { "data": { "image/png": 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+cdO5NY1d16FeEfViKihXWQV9eSvIUc/UyVAPqIJd5SGpl0vDm17Pwql4fJKybt26JEsU6PXuBRzqjVP+lR4DBU96bapnTENGyu1RcVG9piPLDmzcuDF8vQpElZ+nHpFzzjnnuD13Hg2Z6T2nx17vLz1O6sVUfSfdbtu2bRP1wihg1vOsHyQq56F8tMiyA88++6w7Vg3DqhaaXiu6Xr0+9HzrudH9VW+f3st6zSovS7lIer/rc0C5Werh0f1XEKP35XPPPed+MOm9qdeM3sN6XPQePRnqbVSJFA2/6XWqx1IlCfQ4Kt+uW7duLsj285mEGDjFiedAiiQ15Twp0bPnvBlkHTt2dLOgNL1ZU5E1Nf/vv/8Ot5k2bVrouuuuc9ONNbuqcOHCbibbV199leC6NONGs3WyZs3qjkdTpU9EU+s120ozfDQTTjOANKNGM9o0AymSpjxrOr+OQVOQb7jhhvBsn8jZc5omHS16ar1H97dRo0YnfCx1X7Q/crr+8W7Pz2Mqur77778/yWPS9fqV1DFrRptm7KnEgp4PTeG+8847E5WBSOpx0czLokWLulmB3v394YcfQi1atHDPva5P52sKuGYLnuix82ao6X9ROYpmzZq5+6nnXFPRdRyaJp/S2XMDBw5M1NbPa/BEs+eiSwNoRpqmyOu+FyhQwD2/mpmp94fKEngzCZOaPacZo3o+unbtGp5JmByVBNA0fpVwyJUrl3vdn3feee61Ff08eq8lzWpTGz1Hei+qlEM0PaddunRxZTXUTvejcuXK7r4eOHAg3E6zJTVL7eKLL3bHrll3uk7NwFu3bl2C61QJEM3U9dpptmXkTNrjvf/0OtfrIJKOQaVLypYtG36va3bkQw89FJ4d6PczCadWJv0Ti2ANAAC/lD+npHottwLECjlNAAAAPhA0AQAA+EAiOAAg7pFJgnhATxMAAIAPBE0AAAA+EDQBAAD4QE5TKlKBMi3hoOrB0etyAQCA+M2Z279/vytWrIK5x0PQlIoUMKXG2kQAAODU27RpU7KLMxM0pSJvfSo96Hnz5k3NqwYAAGlk3759rtPjROtMEjSlIm9ITgETQRMAAMFyotQaEsEBAAB8IGgCAADwgaAJAADAB4ImAAAAHwiaAAAAfCBoAgAA8IGgCQAAwAeCJgAAAB8ImgAAAHwgaAIAAPCBoAkAAMAHgiYAAAAfCJoAAAB8IGgCAADwIYufRkg7pR6bnuYP76/9G6X5bQAAkN7R0wQAAOADQRMAAIAPBE0AAAA+EDQBAAD4QNAEAADgA0ETAACADwRNAAAAPhA0AQAA+EDQBAAA4ANBEwAAgA8ETQAAAD4QNAEAAPhA0AQAAOADQRMAAIAPBE0AAAA+EDQBAAD4kMVPI+BESj02PU0fpF/7N+JJAADEFD1NAAAAPhA0AQAA+EDQBAAA4ANBEwAAgA8ETQAAAD4QNAEAAPhA0AQAAOADQRMAAIAPBE0AAAA+EDQBAAD4QNAEAADgA0ETAABAvAdNvXv3tkyZMiXYihYtGj4/FAq5NsWKFbOcOXNarVq1bNWqVQmu4/Dhw9a5c2crVKiQ5c6d25o2bWqbN29O0Gb37t3WqlUry5cvn9v09549exK02bhxozVp0sRdh66rS5cuduTIkTR+BAAAQFDEvKepQoUKtmXLlvC2YsWK8HkDBgywIUOG2IgRI+zbb791AVW9evVs//794TZdu3a1qVOn2uTJk23+/Pl24MABa9y4sR07dizcpmXLlrZs2TKbMWOG2/S3AieP2jZq1MgOHjzorkPXNWXKFOvWrdspfCQAAEA8yxLzA8iSJUHvUmQv07Bhw6xXr17WvHlzt2/cuHFWpEgRmzRpknXo0MH27t1ro0ePtjfffNPq1q3r2kyYMMFKlChhc+bMsQYNGtiaNWtcoPTNN99YlSpVXJvXX3/dqlWrZmvXrrWyZcvarFmzbPXq1bZp0ybXqyWDBw+2Nm3aWJ8+fSxv3ryn9DEBAADxJ+Y9TevWrXOBSunSpe22226zX375xe3fsGGDbd261erXrx9umz17dqtZs6YtWLDAnV6yZIkdPXo0QRtdV8WKFcNtFi5c6IbkvIBJqlat6vZFttFlvIBJFHBp6E+3cTw6f9++fQk2AACQPsU0aFIgM378eJs5c6br/VGQVL16ddu5c6f7W9SzFEmnvfP0f7Zs2Sx//vzJtilcuHCi29a+yDbRt6Pr1HV7bZLSr1+/cJ6UNvVwAQCA9CmmQdN1111nN910k1WqVMkNr02fPj08DOdRcnj0sF30vmjRbZJqn5I20Xr27OmGCL1Nw3sAACB9ivnwXCTNXFMApSE7L88puqdn+/bt4V4htdEMN82OS67Ntm3bEt3Wjh07ErSJvh1dp4b+onugImm4UPlOkRsAAEif4ipoUo6QErfPOussl+OkYGb27Nnh8xUgzZs3zw3hSeXKlS1r1qwJ2mgG3sqVK8NtlPCtXqDFixeH2yxatMjti2yjy+iyHiWHKyjSbQAAAMR09lz37t1dbaSSJUu63qHnn3/eJVO3bt3aDYupnEDfvn2tTJkybtPfuXLlciUERHlEbdu2daUBChYsaAUKFHDX6Q33Sbly5axhw4bWrl07GzVqlNvXvn17V5ZAM+dEieTly5d3ZQgGDhxou3btctejy9B7BAAAYh40qQjl7bffbn/++aedeeaZblabSgOcc8457vwePXrYoUOHrFOnTm64TInj6gHKkydP+DqGDh3qyha0aNHCta1Tp46NHTvWMmfOHG4zceJEV6zSm2WnApiq/eRRW+VT6XauuuoqV0hTgdmgQYNO6eMBAADiV6aQsp2RKtRLpt4vDf357aEq9dj/Jb+npV/7N0rz20jr+3Eq7gMAIGPa5/P7O65ymgAAAOIVQRMAAIAPBE0AAAA+EDQBAAD4QNAEAADgA0ETAACADwRNAAAAPhA0AQAAxHtFcCCepJdCowCAtEFPEwAAgA8ETQAAAD4QNAEAAPhA0AQAAOADQRMAAIAPBE0AAAA+EDQBAAD4QNAEAADgA0ETAACADwRNAAAAPhA0AQAA+EDQBAAA4ANBEwAAgA8ETQAAAD4QNAEAAPhA0AQAAOADQRMAAIAPBE0AAAA+EDQBAAD4kMVPIwDBUeqx6Wl+G7/2b5Sm158e7gOA9IeeJgAAAB8ImgAAAHwgaAIAAPCBoAkAAMAHgiYAAAAfmD0HAGmEWYBA+kJPEwAAgA8ETQAAAD4QNAEAAPhA0AQAAOADQRMAAIAPBE0AAAA+EDQBAAD4QNAEAADgA0ETAACAD1QEBwDEtLL5r/0b8QwgEOhpAgAA8IGgCQAAwAeCJgAAAB8ImgAAAHwgaAIAAPCBoAkAAICgCQAAIHXQ0wQAABCkoKlfv36WKVMm69q1a3hfKBSy3r17W7FixSxnzpxWq1YtW7VqVYLLHT582Dp37myFChWy3LlzW9OmTW3z5s0J2uzevdtatWpl+fLlc5v+3rNnT4I2GzdutCZNmrjr0HV16dLFjhw5ksb3GgAABEVcBE3ffvutvfbaa3bRRRcl2D9gwAAbMmSIjRgxwrUpWrSo1atXz/bv3x9uoyBr6tSpNnnyZJs/f74dOHDAGjdubMeOHQu3admypS1btsxmzJjhNv2twMmjto0aNbKDBw+669B1TZkyxbp163aKHgEAABDvYh40Kci544477PXXX7f8+fMn6GUaNmyY9erVy5o3b24VK1a0cePG2V9//WWTJk1ybfbu3WujR4+2wYMHW926de3SSy+1CRMm2IoVK2zOnDmuzZo1a1yg9MYbb1i1atXcptuaNm2arV271rWZNWuWrV692l1W16Hr0nWq3b59+2L0yAAAgHgS86Dp/vvvd708ClQibdiwwbZu3Wr169cP78uePbvVrFnTFixY4E4vWbLEjh49mqCNhvIUYHltFi5c6IbkqlSpEm5TtWpVty+yjS6jy3oaNGjghv50G8ej8xVURW4AACB9iumCvRoG+/77793QWzQFTFKkSJEE+3X6t99+C7fJli1bgh4qr413ef1fuHDhRNevfZFtom9H16nr9tocLw/rmWeeOYl7DAAAgipmPU2bNm2yBx980A2J5ciR47jtlBweScN20fuiRbdJqn1K2kTr2bOnGyL0Nt0nAACQPsUsaNKw1/bt261y5cqWJUsWt82bN89eeukl97fX8xPd06PLeOcpMVwz3DQ7Lrk227ZtS3T7O3bsSNAm+nZ0nRr6i+6BiqThwrx58ybYAABA+hSzoKlOnTouYVsz2bzt8ssvd0nh+vvcc891wczs2bPDl1GApMCqevXq7rQCrqxZsyZos2XLFlu5cmW4jRK/1Qu0ePHicJtFixa5fZFtdBld1qPkcAVFug0AAICY5TTlyZPHJV9HUo2kggULhvernEDfvn2tTJkybtPfuXLlciUERMncbdu2daUBdLkCBQpY9+7drVKlSuHE8nLlylnDhg2tXbt2NmrUKLevffv2rixB2bJl3WklkpcvX96VIRg4cKDt2rXLXY8uQ+8RAACIeSL4ifTo0cMOHTpknTp1csNlmgGnHiAFXJ6hQ4e64bwWLVq4turBGjt2rGXOnDncZuLEia5YpTfLTgUwVfvJo7bTp093t3PVVVe5QpoKzAYNGnSK7zEAAIhXcRU0ffHFFwlOKwlbFcG1HY+SyIcPH+6241EPlBLOk1OyZElXuwkAACAu6zQBAAAEAUETAACADwRNAAAAPhA0AQAA+EDQBAAA4ANBEwAAgA8ETQAAAD4QNAEAAPhA0AQAAOADQRMAAIAPBE0AAAA+EDQBAAD4QNAEAADgA0ETAACADwRNAAAAPhA0AQAA+EDQBAAA4ANBEwAAgA8ETQAAAD4QNAEAAPhA0AQAAOADQRMAAIAPBE0AAAA+EDQBAAD4kMVPIwAAgqzUY9PT/DZ+7d8ozW8DsUVPEwAAgA8ETQAAAD4QNAEAAPhA0AQAAOADQRMAAEBaBU0bNmxIycUAAAAyVtB0/vnnW+3atW3ChAn2999/p/5RAQAApIeg6YcffrBLL73UunXrZkWLFrUOHTrY4sWLU//oAAAAghw0VaxY0YYMGWK///67jRkzxrZu3WpXX321VahQwe3fsWNH6h8pAABAUBPBs2TJYs2aNbN33nnHXnjhBVu/fr11797dihcvbnfddZdt2bIl9Y4UAAAgqEHTd999Z506dbKzzjrL9TApYFLg9Pnnn7teqBtuuCH1jhQAACBoa88pQNKw3Nq1a+3666+38ePHu/9PO+3/YrDSpUvbqFGj7MILL0zt4wUAAAhO0DRy5Ei755577O6773aJ4EkpWbKkjR49+r8eHwAAQHCDpnXr1p2wTbZs2ax169YpuXoAAID0kdOkobl333030X7tGzduXGocFwAAQPCDpv79+1uhQoUS7S9cuLD17ds3NY4LAAAg+EHTb7/95pK9o51zzjm2cePG1DguAACA4AdN6lFavnx5kpXCCxYsmBrHBQAAEPyg6bbbbrMuXbrY3Llz7dixY25TbaYHH3zQnQcAAJDepGj23PPPP++G6OrUqeOqgsu///7rqoCT0wQAANKjFAVNKifw9ttv23PPPeeG5HLmzGmVKlVyOU0AAADpUYqCJs8FF1zgNgAAgPQuRUGTcpjGjh1rn332mW3fvt0NzUVSfhMAAIBl9KBJCd8Kmho1amQVK1a0TJkypf6RAQAABD1omjx5sr3zzjtukV4AAICM4LSUJoKff/75qX80AAAA6Slo6tatm7344osWCoVS/4gAAADSy/Dc/PnzXWHLTz/91CpUqGBZs2ZNcP7777+fWscHAAAQ3J6mM844w5o1a2Y1a9Z0C/fmy5cvwebXyJEj7aKLLrK8efO6rVq1ai4Q86gnq3fv3lasWDFXC6pWrVq2atWqBNdx+PBh69y5szuO3LlzW9OmTW3z5s0J2uzevdtatWoVPj79vWfPngRttGZekyZN3HXoulTx/MiRIyl5eAAAQDqUop6mMWPGpMqNFy9e3Pr37x/Ojxo3bpzdcMMNtnTpUteDNWDAABsyZIibqad6UKpEXq9ePVu7dq3lyZPHXaZr16728ccfu+R0rXunocPGjRvbkiVLLHPmzK5Ny5YtXSA1Y8YMd7p9+/YucNLlvBIKmgl45plnul60nTt3WuvWrV3QNnz48FS5rwAAIIMWt/znn3/siy++sPXr17ugREHMH3/84XqMTj/9dF/XoZ6dSH369HG9T998842VL1/ehg0bZr169bLmzZuHg6oiRYrYpEmTrEOHDrZ3714bPXq0vfnmm1a3bl3XZsKECVaiRAmbM2eONWjQwNasWeOCJV1nlSpVXJvXX3/d9Wop+CpbtqzNmjXLVq9ebZs2bXK9WjJ48GBr06aNOybdp6Sol0ubZ9++fSl8NAEAQLocntO6c1o2Rb1C999/v+3YscPtV89Q9+7dU3Qg6u1Rb9HBgwddQLNhwwbbunWr1a9fP9wme/bsbkhwwYIF7rR6k44ePZqgjYIe1Y7y2ixcuNANyXkBk1StWtXti2yjy3gBkyjgUkCk2ziefv36JRiWVLAGAADSp9NSWtzy8ssvd7lCyjXyKM9JVcJPxooVK1zPlAKijh072tSpU10vkwImUc9SJJ32ztP/Kn+QP3/+ZNsULlw40e1qX2Sb6NvRdeq6vTZJ6dmzp+vt8jb1VAEAgPQpxbPnvv76axdURNKCvb///vtJXZeGx5YtW+YSs6dMmeJyiebNmxc+P7rauPKMTlSBPLpNUu1T0iaaAj1tAAAg/UtRT5PWmtNwWjQlW3sJ2idbKFM9Vxruuvjii10NqKJFi7rzo3t6tNad1yukNprhph6v5Nps27Yt0e1qSDGyTfTt6Do19BfdAwUAADKmFPU0aQabkrRfe+01d1q9MQcOHLCnn376Py+tot4d5RKVLl3aBTOzZ8+2Sy+91J2nAEm9UC+88II7XblyZVcjSm1atGjh9m3ZssVWrlzp8qtE+VEaOlu8eLFdeeWVbt+iRYvcvurVq4fbKOFblz3rrLPcPiWHqxdJtwEAQDwo9dj0NL+NX/s3SvPbyFBB09ChQ6127dou9+jvv/92s+fWrVvn6hu99dZbvq/n8ccft+uuu84lUO/fv98lgmtGnma7KRBTOYG+fftamTJl3Ka/c+XK5W5PlHzdtm1bV2ZA5QYKFCjgEtGVpO7NpitXrpw1bNjQ2rVrZ6NGjQqXHFBZAg0NihLJdV9UhmDgwIG2a9cudz26zPFmzgEAgIwlRUGTZpkpD0kB0vfff++G6xS83HHHHQkSw09Ew2YKVNTDowBIhS4VMKknS3r06GGHDh2yTp06ueEyzYBTD1DkEKACuCxZsrieJrWtU6eOq+vk1WiSiRMnumKV3iw7FcAcMWJE+Hy1nT59urudq666yt0HBWaDBg1KycMDAADSoRTXaVJgcc8997gtpVRjKTnqbVJFcG3HkyNHDleAMrkilOqBUv2m5JQsWdKmTZvm46gBAEBGlKKgafz48cmef9ddd6X0eAAAANJP0KQ6TZE0y+yvv/5yM+GUc0TQBAAA0psUlRxQflHkpplzWpLk6quvPqlEcAAAgHSf0xRNs9u0+O6dd95pP/74Y2pdLQAASEdKBbhsQop6mo5Hs9C0aC8AAEB6k6Kepo8++ihRQUqVDdA0fk3ZBwAASG9SFDTdeOONiUoDnHnmmXbttdfa4MGDU+vYAAAAgh00qZglAABARpKqOU0AAADpVYp6mh5++GHfbYcMGZKSmwAAAAh+0LR06VK35tw///wTXvT2p59+crPnLrvssgS5TgAAABk2aGrSpIlbNHfcuHGWP39+t09FLu+++26rUaOGdevWLbWPEwAAIHg5TZoh169fv3DAJPr7+eefZ/YcAABIl1IUNO3bt8+2bduWaP/27dtt//79qXFcAAAAwQ+amjVr5obi3nvvPdu8ebPb9Hfbtm2tefPmqX+UAAAAQcxpevXVV6179+5unbmjR4/+3xVlyeKCpoEDB6b2MQIAAAQzaMqVK5e98sorLkBav369W0bl/PPPt9y5c6f+EQIAAAS9uKXWm9N2wQUXuIBJwRMAAEB6lKKgaefOnVanTh0XLF1//fUucJJ7772XcgMAACBdSlHQ9NBDD1nWrFlt48aNbqjOc+utt9qMGTNS8/gAAACCm9M0a9YsmzlzphUvXjzB/jJlythvv/2WWscGAAAQ7J6mgwcPJuhh8vz555+WPXv21DguAACA4AdN11xzjY0fPz7BGnP//vuvm01Xu3bt1Dw+AACA4A7PKTiqVauWfffdd3bkyBHr0aOHrVq1ynbt2mVff/116h8lAABAEHuaypcvb8uXL7crr7zS6tWr54brVAl86dKldt5556X+UQIAAAStp0kVwOvXr2+jRo2yZ555Jm2OCgAAIOg9TSo1sHLlSpfHBAAAkFGkaHjurrvustGjR6f+0QAAAKSnRHAlf7/xxhs2e/Zsu/zyyxOtOTdkyJDUOj4AAIDgBU2//PKLlSpVyg3PXXbZZW7fTz/9lKANw3YAAMAyetCkit9aZ27u3LnhZVNeeuklK1KkSFodHwAAQPBymkKhUILTn376qSs3AAAAkN6lKBH8eEEUAABAenVSQZPylaJzlshhAgAAGUGWk+1ZatOmTXhR3r///ts6duyYaPbc+++/n7pHCQAAEKSgqXXr1glO33nnnal9PAAAAMEPmsaMGZN2RwIAAJBeE8EBAAAyCoImAAAAHwiaAAAAfCBoAgAA8IGgCQAAwAeCJgAAAB8ImgAAAHwgaAIAAPCBoAkAAMAHgiYAAAAfCJoAAAB8IGgCAADwgaAJAADAB4ImAAAAHwiaAAAA4j1o6tevn11xxRWWJ08eK1y4sN144422du3aBG1CoZD17t3bihUrZjlz5rRatWrZqlWrErQ5fPiwde7c2QoVKmS5c+e2pk2b2ubNmxO02b17t7Vq1cry5cvnNv29Z8+eBG02btxoTZo0cdeh6+rSpYsdOXIkDR8BAAAQFDENmubNm2f333+/ffPNNzZ79mz7559/rH79+nbw4MFwmwEDBtiQIUNsxIgR9u2331rRokWtXr16tn///nCbrl272tSpU23y5Mk2f/58O3DggDVu3NiOHTsWbtOyZUtbtmyZzZgxw236W4GTR20bNWrkblvXoeuaMmWKdevW7RQ+IgAAIF5lieWNK3iJNGbMGNfjtGTJErvmmmtcL9OwYcOsV69e1rx5c9dm3LhxVqRIEZs0aZJ16NDB9u7da6NHj7Y333zT6tat69pMmDDBSpQoYXPmzLEGDRrYmjVr3G0pOKtSpYpr8/rrr1u1atVcz1bZsmVt1qxZtnr1atu0aZPr1ZLBgwdbmzZtrE+fPpY3b95T/vgAAID4EVc5TQqApECBAu7/DRs22NatW13vkyd79uxWs2ZNW7BggTutAOvo0aMJ2ijoqVixYrjNwoUL3ZCcFzBJ1apV3b7INrqMFzCJAi4N/ek2kqLz9u3bl2ADAADpU9wETepVevjhh+3qq692wYsoYBL1LEXSae88/Z8tWzbLnz9/sm3UgxVN+yLbRN+OrlPX7bVJKifLy5HSpt4tAACQPsVN0PTAAw/Y8uXL7a233kp0XqZMmRIFWNH7okW3Sap9StpE6tmzp+sd8zYN7QEAgPQpLoImzXz76KOPbO7cuVa8ePHwfiV9S3RPz/bt28O9QmqjGW6aHZdcm23btiW63R07diRoE307uk4N/UX3QEUOFSrXKXIDAADpU0yDJvXiqIfp/ffft88//9xKly6d4HydVjCjmXUeBUiadVe9enV3unLlypY1a9YEbbZs2WIrV64Mt1HCt3qCFi9eHG6zaNEity+yjS6jy3qUHK7ASLcBAAAytpjOnlO5Ac2C+/DDD12tJq+nR/lBqsmkYTGVE+jbt6+VKVPGbfo7V65croSA17Zt27auNEDBggVdEnn37t2tUqVK4dl05cqVs4YNG1q7du1s1KhRbl/79u1dWQLNnBMlkpcvX96VIRg4cKDt2rXLXY8uQw8SAACIadA0cuRI978KVkaXHtBUf+nRo4cdOnTIOnXq5IbLNANOPUAKsjxDhw61LFmyWIsWLVzbOnXq2NixYy1z5szhNhMnTnTFKr1ZdiqAqdpPHrWdPn26u52rrrrKBW0KzAYNGpTmjwMAAIh/WWI9PHci6m1SRXBtx5MjRw4bPny4245HPVCq35SckiVL2rRp0054TAAAIOOJi0RwAACAeEfQBAAA4ANBEwAAgA8ETQAAAD4QNAEAAPhA0AQAAOADQRMAAIAPBE0AAAA+EDQBAAD4QNAEAADgA0ETAACADwRNAAAAPhA0AQAA+EDQBAAA4ANBEwAAgA8ETQAAAD4QNAEAAPhA0AQAAOADQRMAAIAPBE0AAAA+EDQBAAD4QNAEAADgA0ETAACADwRNAAAAPhA0AQAA+EDQBAAA4ANBEwAAgA8ETQAAAD4QNAEAAPhA0AQAAOADQRMAAIAPBE0AAAA+EDQBAAD4QNAEAADgA0ETAACADwRNAAAAPhA0AQAA+EDQBAAA4ANBEwAAgA8ETQAAAD4QNAEAAPhA0AQAAOADQRMAAIAPBE0AAAA+EDQBAAD4QNAEAADgA0ETAACADwRNAAAAPhA0AQAA+EDQBAAA4ANBEwAAgA8ETQAAAD4QNAEAAMR70PTll19akyZNrFixYpYpUyb74IMPEpwfCoWsd+/e7vycOXNarVq1bNWqVQnaHD582Dp37myFChWy3LlzW9OmTW3z5s0J2uzevdtatWpl+fLlc5v+3rNnT4I2GzdudMei69B1denSxY4cOZKG9x4AAARJTIOmgwcP2sUXX2wjRoxI8vwBAwbYkCFD3PnffvutFS1a1OrVq2f79+8Pt+natatNnTrVJk+ebPPnz7cDBw5Y48aN7dixY+E2LVu2tGXLltmMGTPcpr8VOHnUtlGjRu54dB26rilTpli3bt3S+BEAAABBkSWWN37ddde5LSnqZRo2bJj16tXLmjdv7vaNGzfOihQpYpMmTbIOHTrY3r17bfTo0fbmm29a3bp1XZsJEyZYiRIlbM6cOdagQQNbs2aNC5S++eYbq1Klimvz+uuvW7Vq1Wzt2rVWtmxZmzVrlq1evdo2bdrkerVk8ODB1qZNG+vTp4/lzZv3lD0mAAAgPsVtTtOGDRts69atVr9+/fC+7NmzW82aNW3BggXu9JIlS+zo0aMJ2ijoqVixYrjNwoUL3ZCcFzBJ1apV3b7INrqMFzCJAi4N/ek2jkfn79u3L8EGAADSp7gNmhQwiXqWIum0d57+z5Ytm+XPnz/ZNoULF050/doX2Sb6dnSdum6vTVL69esXzpPSph4uAACQPsVt0ORRgnj0sF30vmjRbZJqn5I20Xr27OmGCL1Nw3sAACB9itugSUnfEt3Ts3379nCvkNpohptmxyXXZtu2bYmuf8eOHQnaRN+OrlNDf9E9UJE0XKh8p8gNAACkT3EbNJUuXdoFM7Nnzw7vU4A0b948q169ujtduXJly5o1a4I2W7ZssZUrV4bbKOFbvUCLFy8Ot1m0aJHbF9lGl9FlPUoOV1Ck2wAAAIjp7DmVB/j5558TJH+rHECBAgWsZMmSrpxA3759rUyZMm7T37ly5XIlBER5RG3btnWlAQoWLOgu1717d6tUqVJ4Nl25cuWsYcOG1q5dOxs1apTb1759e1eWQDPnRInk5cuXd2UIBg4caLt27XLXo8vQewQAAGIeNH333XdWu3bt8OmHH37Y/d+6dWsbO3as9ejRww4dOmSdOnVyw2WaAaceoDx58oQvM3ToUMuSJYu1aNHCta1Tp467bObMmcNtJk6c6IpVerPsVAAzsjaU2k6fPt3dzlVXXeUKaSowGzRo0Cl6JAAAQLyLadCkCt9Ktj4eJWGrIri248mRI4cNHz7cbcejHijVb0qOeramTZvm88gBAEBGE7c5TQAAAPGEoAkAAMAHgiYAAAAfCJoAAAB8IGgCAADwgaAJAADAB4ImAAAAHwiaAAAAfCBoAgAA8IGgCQAAwAeCJgAAAB8ImgAAAHwgaAIAAPCBoAkAAMAHgiYAAAAfCJoAAAB8IGgCAADwgaAJAADAB4ImAAAAHwiaAAAAfCBoAgAA8IGgCQAAwAeCJgAAAB8ImgAAAHwgaAIAAPCBoAkAAMAHgiYAAAAfCJoAAAB8IGgCAADwgaAJAADAB4ImAAAAHwiaAAAAfCBoAgAA8IGgCQAAwAeCJgAAAB8ImgAAAHwgaAIAAPCBoAkAAMAHgiYAAAAfCJoAAAB8IGgCAADwgaAJAADAB4ImAAAAHwiaAAAAfCBoAgAA8IGgCQAAwAeCJgAAAB8ImgAAAHwgaAIAAPCBoAkAAMAHgiYAAAAfCJoAAAB8IGiK8sorr1jp0qUtR44cVrlyZfvqq6/8PI4AACCdI2iK8Pbbb1vXrl2tV69etnTpUqtRo4Zdd911tnHjxtg9QwAAIC4QNEUYMmSItW3b1u69914rV66cDRs2zEqUKGEjR46M3TMEAADiQpZYH0C8OHLkiC1ZssQee+yxBPvr169vCxYsSPIyhw8fdptn79697v99+/b5vt1/D/9lae1kjiel0vp+pIf7INwPf3guMtZrKj3cB+F+BPe58NqHQqHkG4bg/P7773qkQl9//XWCR6RPnz6hCy64IMlH6emnn3aXYeMx4DXAa4DXAK8BXgMW+Mdg06ZNyUZF9DRFyZQpU3RQmWifp2fPnvbwww+HT//777+2a9cuK1iw4HEv818oEtZw4aZNmyxv3rwWVNyP+MFzET94LuJLeng+0sN9OFX3Q9/1+/fvt2LFiiXbjqDp/ylUqJBlzpzZtm7dmuAB2r59uxUpUiTJBy979uxui3TGGWdYWtOLJshvAA/3I37wXMQPnov4kh6ej/RwH07F/ciXL98J25AI/v9ky5bNlRiYPXt2ggdIp6tXr542zxAAAAgMepoiaKitVatWdvnll1u1atXstddec+UGOnbsGLtnCAAAxAWCpgi33nqr7dy505599lnbsmWLVaxY0T755BM755xzLB5oKPDpp59ONCQYNNyP+MFzET94LuJLeng+0sN9iLf7kUnZ4LE+CAAAgHhHThMAAIAPBE0AAAA+EDQBAAD4QNAEAADgA0ETAACADwRNAAAAPlCnCafUkiVLbM2aNW5tvnLlytlll13GMxBnDh06ZDlz5rR4p8KzWo8qqfUitUZVyZIlY3ZsCDa9fvS6Kl68eKwPBXGGOk0BMHbsWGvRooXlypXLgkpr+N122232xRdfuPX59MW2d+9eq127tk2ePNnOPPNMi0fNmzf33fb999+3oLj//vvt5ZdfTrT/4MGD1qhRI/c8xTutFakitIULF06wXwVqte/YsWMWBLVq1bJ77rnHbrnllkAEq0nRYz106FB75513XDB75MiRBOdrIfN4988//9gzzzxjL730kh04cMDtO/30061z586usGLWrFktSNavX29jxoxx/7/44ovuPTFjxgz3Q6NChQoW726++Wa3Osdjjz2WYP/AgQNt8eLF9u6778bkuBieC4CePXta0aJFrW3btrZgwQILIn3waKXqVatWuQ/Q3bt328qVK92+Ll26WLzSAo5+tyCZNWuWPfHEE4kCpoYNGwYm2FDgHd3LJPrCy5EjhwWF1rzs0aOHe4+3a9fOvvnmGwsaBRtDhgxxP+70Y0hLUukHx2mnnWa9e/e2IHjggQfc0lkDBgywpUuXuk1/jx492n1+Bcm8efOsUqVKtmjRIvdjzgsCly9f7gLAoNyHRo0aJdqvz6gvv/zSYkYVwRHf/vnnn9CHH34YatasWShbtmyhsmXLhvr37x/asmVLKCjy5s0bWrx4caL9ixYtCuXLly8mx5SR/fLLL6FixYqFhgwZ4k7v27cvVK1atVCNGjVCBw4cCMWzhx56yG2nnXZaqEOHDuHT2rp06RKqUqVKqHr16qGgvcc/+OCD0A033BDKmjVrqFy5cqGBAweGtm7dGgqCc889NzRt2jT39+mnnx76+eef3d8vvvhi6Pbbbw8F5TPqk08+SbRf+3RekFStWjU0ePDg8POxfv1697c+g/W+D4IcOXKEfvzxx0T716xZ486LFXqaAkDDEE2bNnW/GDTW3r59e5s4caLL2dD+Dz/80P7991+LZzq+pLq3tS/ejz09Kl26tM2cOdP69Onjuu7r169v2bJls08//dRy585t8czrBVBP04oVK8Kntf3444928cUXuyHtoL3Hb7jhBvvggw/s999/t5YtW9qTTz7phlJuvPFG+/zzzy2ebd261fVseENa6m2Sxo0b2/Tp0y0I1DtZqlSpRPu1T++NINH7olmzZon2Kw1Cw9dBULFiRXv77bcT7Vc6R/ny5WNyTEIieMBoXPqqq66ytWvX2k8//eTeHG3atHF5Qhq/Vn5EPLr22mvtwQcftLfeesuKFSvm9unL4aGHHrI6depYULz33nvHzdv4/vvvLUj0oTRt2jSrW7euValSxf0dhJyauXPnuv/vvvtuF/DlzZvX0gvlauh9rPeJ3ut6bytvq0mTJnbffffZoEGDLB4pYVrHqR9y559/vhv+1SSPb7/9Ni4WWfWb5/fcc8+5x9875sOHD7sfFhq6CxJ9H+j50I+jSPphcfbZZ1sQPPnkk3bTTTe5nCx9f8hnn33m3huxymdyYtbHhZOibnp115cvX951Td52222h2bNnu/P++uuv0MMPPxwqWbJk3D6qGzduDF166aVu6EFd+eedd577+7LLLgtt2rQpFAQaalBX9/333++GSTU0VLduXTe8+Pjjj4fi3SWXXOKeg+itQIECoQsvvDDBviBZt25daMaMGe59IP/++28oSLZt2xYaNGhQqEKFCu51ddNNN4U+/fTTBPdD7/XcuXOH4tWjjz4a6tOnj/v73XffDWXJkiV0/vnnu/uj8+KVUh4itzx58oQKFSoUqlOnjtv0t4bmdF6QPPLII6Grr77apXDoPuk9Mn/+fPfZ27t371BQTJs2zQ2158qVK1SwYMFQ7dq1Q1988UVMj4nZcwGgX5kaSrngggvs3nvvtbvuussKFCiQoM0ff/zhfu3F+1DX7Nmz3RCKhlbUxapejqC48MILXRLl7bffbnny5LEffvjBzj33XHvqqadccvuIESMs3pN1/QpCsqgec804U8+TEsLXrVvnng9NmNAv7cGDB1sQaOjnvPPOczPo1LOU1ExSTZjQ8J3XyxbvlMyuSSvqdVIKQbxSb6Vf6oEKiqNHj7rXkoay9FmbJUsWN8FDw74autZwMFKGoCkA9CWgYKlatWrHbaM3hoaMzjnnHIvHqbzKF1i2bJkbEgoqlXxQjSk9xho6UQCo/Bl9WVetWjUwuQLphX48qJTFG2+84Wp+eUGshoY07KuZmvFO79uvvvrKTa0OckkRxKdffvnFpQ3ox/Sll15qZcqUifUhBR6J4AGgKa/JBUyiX9rxGDCJfuXo2IIylf14NCXcC4x0f7yp4Rs2bHBffkGkvKzNmze7gDtyCwIFRy+88EKiAoT6Yvjtt98sCPS6UW+r8vuC7s0333T5lspZ9B7/YcOGuYkqQaD3sX4ARdO+X3/91YLk2Weftb/++sv9iFC9I5WC0PtChWt1XrwqUKCA/fnnn+7v/Pnzu9PH22KFRPAAUB0jdXNH1zPScNDPP//sPpjinWoCqd7UhAkTYvqC/y+UjPjxxx+7BFf1/qk3Q4nh33333UkVwYwHmkSQVN0vr/ZREAJc1ZVKqndGH7pBST5WHSN9mSkYD3IvwMiRI90wddeuXV3itPf60TCpPp80tBjvNJylIdLo50G1jtSbGYSCr5FD8R07dkz0/lAgpfP0XMWjoUOHutQHidfvNYbnAkCzHT766CNXBC+Sul2VL6CegninrmEFeBprVy9N9LT2IMw8Uxe3NvWciWbRzZ8/3wW0+oAK0rRk9Qjofqja7llnnZWoSKSGHeOdCt8pgNWMJ33QqnCfXluqPK/nSQFtEGhKfv/+/V3gEdTha+Un9u3b15VHiMz3UwFbzej1eg/imWZh6nNI7+dI+tzS8OmePXssKBSMb9u2LVF+nEpX3HrrrbZjx46YHVvQ0dMUAPoVmlTFab3Jg/BhJPowDTp9EGnzqMtbWxApv0zrACq5Pai0nIK+kNXTp2FGVdX2Ks5//fXXFhR33nmn6wFQoKrAO7rsQxCWINHQln4YRVOPn3oEg0A/HPbv359ov2pOBaHn1RvS0v3QpolDkT+GdB9UGVw/8IJk+/btboue5HTRRRfF5HgImgJAv3y0ZlB0rRAVItSvuSAIwmyspKj3Qr/+FSzp7+TE6k2c0p6BoATcyd0HPSfqodFsIH05a5hU9XbUexYU8ToMcTJUD0iBeHRepT6jYlmI8GTUqFHD+vXr5+oAebPLFGho39VXX21BeS1piF3DjBqGi/yxrYBchTpPlB8bL5YsWWKtW7d2k2+ic0ZjmkIQ04IH8GX06NGhnDlzhp566ilXo0Lbk08+6WpXvPbaazyKaShTpkyujo73t5bu0P/Rm/YHyWeffeaWTZk7d27ozz//DO3duzfBFgRz5sw57nnDhw8/pceS0f3vf/8LnX322aHJkye7elJvvfVW6Pnnnw//HQSrVq1ytYBUQ65NmzZu09+q1bRixYpQkOg74siRI6Egq1SpkquP9c0334Q2bNgQ+vXXXxNssUJOU0Do17QSLFWPSfSLQQthatp1EKinJqnFVT3x2v2tWUCqcqxjP9GMrHidvZgUb5gx+jkJUiK4koxV9uGKK65I9Gtbia6qbRQ0mt2kvL9IQal4/vrrr9vzzz/vlnrycjH1GaUJB0Ghz9eXX37Z9ZppmFS9x+rhD+rklSC/pvLkyeMqmEfnmMUaw3MBoSUUtCmBT29mre8UJFOnTk1wWm9ivSHGjRt3UkUXT7XIQChIQdGJBKVI4olm2lx//fVuNXRvCEjLjCgxPCjrnYmGFR999FE3sSCpWl/xHsCqDpvWwlQR3nbt2rlhX+WfqJZZ0GjJDpUXUB6ZJhIo8FMpBQ0/BmWITpQjpxy/oL6mRMtraUJBvAVNDM8hpiZOnBhq2rRpIJ6Fvn37uqHSaNrXv3//mBxTRqelhTQspO57PQda8uLrr78OBUmnTp1C5cqVc8uPaBheQ13PPfdcqHjx4qEJEyaEgkDHHcshk9Tw3nvvuftx7733hrJnzx5av3692//yyy+HrrvuulCQpIfX1I4dO0LXX3+9W/ZFz82HH36YYIsVgqY4pfW/du3aleyaYUFcJyzazz//7HKzguCcc85J8gtZY+6lSpUKBdHBgwdDa9asCf3www8JtiB57LHHXC7KGWec4Z6LoClRooTLLRNvnTAZP358YL6sa9WqFZo6dWooyPQ5O27cOPe31pj0gqalS5eGihQpEgqS9PCaUmCkH0HxlkPK8FycUjE4r0Bfepiuf7yx9uHDhyeq6Byvtm7dmuSsLNVC0YriQaJhXq27pdlNSYnX7vuXXnop0T49Jyrid80117hChNokuhhsvNJQkLcavXJNvBIDGg7SkHwQdOrUybp16+ZqxqmeXHQdtiDMLF27dq17DUXTcxKkGk3p5TXVpUsXa9WqlT355JNWpEgRixcETQGYoh/U6fpJ1Q/xqJdTNVGUn6V8iCAoUaKEq//jfRh5tE9LRwSJKjfv3r3bLQVTu3Ztl3OmYnhK5I3nhW6Vx5QUTRHX8+DVZ9JrLShBk8qGKI9GOXPKzVIeypVXXumqzyvZPQhUMFGSesyDMrFAwbcKWWqSTSQVsA1KaZf09JrauXOnW3UhngImIWjCKfuyiwyaNHtLPTRVqlRxAVUQaNFkBRtKYteSKvLZZ5+5hEv9yg4SVQbWmmCaeabnQh+u9erVc79KVZdG1bbjtYhieqMePyW81qxZ0y01pMdePbBKsB4yZIgFQXp4Xjp06GAPPvig/e9//3OfVZpJt3DhQuvevXvcLjuSnl9TzZs3dxNWzjvvPIsnlBwISM9McoJQMVi0mvurr77qVt4O4swU9Y5p2RENEakCteTIkcPNfArah6qCIxWG1K9qbert09Iq+vKrUKGCm30TzxS4li1b1qZNmxaY4ol+acFkVTnXl0UQlrOJtHr1anf83vtD9DmmmXVB0KtXL/cD7++//3anlSKhoEkzMoNC74369evbqFGjXFXwoL6m+vTp48qHKOCrVKmSZc2aNcH5sepJJmiKU5qK75eqpsa7KVOmuPHpO+64wwVK+nBVF/Irr7zivvg++eQTCwotRaAqtRpa1OKeQVkcNpJ6mDQU16BBA5cz5/UwKSBUQKup1/FOQfecOXOsXLlyFmTjx493w1vRryMFHpMnTw5ELTb9EGrWrJmtWLHCBUleBWfvh18Qhuc8+sGgzyeVTVBAHrTyLqJefC3GHeRFoEtHpUFE0utKr7lYIGjCKaF1qTQ+rS+AyAU9VUSuYcOGLskap456lvSLVCu7q16WgifV19FSCwrYvRyVeKZFbn/88Ue3Ar23iHIQKR9LEwmi6xopp0P7ghBwqCdJ90MFLvW+VjK+esA1bK3aWVqiBKeOHnf1zOg9gtQV3E+aDEYfnB988IHr4VCUrV9ATZs2Da+RFO/Sw8wUFSHUh5DymJJaQDJWv3xSQj1+nksuucQljSoAUfXzQoUKWRDoi1nPxaxZs1z3ffSMrffff9+CwKvCHk0z0ZJaqDseKfdHeXLq4VCOnD6XNOSu3ksNoygwx6mjXkr9mFDF/MsvvzzReyMoeU2e6J7LWCJoCgDN6FDl499//93lcegF9NNPP7nZXKp8HG+Jcul1ZooSwVV9WsOMuj/x8Ab+L0aPHu3yN9atW+dOqytfie66n0GgWUA33XSTBbn31VuRXtWPI3vL9CNJ+WXqhQ0CHa83jKWgW0nU+qzSBAP9YMKptXLlSrvsssvc3/quiBSkz63x48fbwIEDw59RytF65JFH3GdwrBA0BYB+qSkw0vRwbw0kdd3feeed7rwgLBmRHmamqKaRHmslTAedap8oYOrcuXN41XM9HxpCVa+T8p3i3ZgxYyzIvPprGqLW8Ghk7oy3In1QgsKKFSu6iQX6AaQZsQMGDHD34bXXXgvMj6L0JD0skzRkyBD3OaW1//SZq84ClRTp2LGjSyXQZ1VMxKysJnxTxezly5cn2r9s2TK3inhQPP74466kv1fVNUeOHKEnnngiFBSq+r169epQeqAK2pMmTUq0X/t0Hk6dsWPHhg4dOhToh3zGjBmhKVOmuL9VSVtLeOg9XqhQodBnn30W68NDAJUqVSpcoT36/RLLFRhIBA8A9S5phln16tUT7FfUrQTMoJQcCPrMlAkTJrjaRkqUVgXqoJe0WLx4caLZNerKVxG8oOSZaaafCvdFT3OX77//3oJCj7c3a1HDD3rP6/hV2E+zBINIn0snUzoFiKRyLhpmjF6wV0N1ymH0ykKcaqfF5FZxUho3bmzt27d3ia//b71AN1SnbkolgweJgg0lJuqLOUgBk6hS9syZM90Xmd60yhmI3IJEQ7sjR45MtF/DKZFJ4vFM5RFUxE8zzJRorNdUwYIFXUL+ddddZ0GhYS3larzwwgtuppkXsKpKuwoTBpUCPwImpJSCJf0givb222/HtJQCOU0B+XJQLSblnngFvjRdXOvTvfjii7E+vAwj6GsAPvzww+G/9WWm2TWaeVa1alW3T4H4pk2bAlEXSFTjS0He7bff7nr/VJld+TPKkQtS76tyM1T6QXlAKsfhUeDXsmXLmB4bECvPPPOMK33y5ZdfupwmfWZp4pBmzCYVTJ0qDM8FiGafaWhLNLQV3W0JJEdrzPmhDydNHw9Cr6VKcGiGlnqbNL1a1Y7Vfa9AUJMlgkBlBTQUp8kekTXMfvvtNzcDLVbDEECsLVmyxE1Y0ftcIyz63lMNKs08jRV6mgIi6NPDEXvpYUZNpKJFi7rASEGTNvWUKWjSVH2vrktQcjf27duXaL+m6qvuEZBRVa5c2eWSxhOCpgBID9PD0wPVotHzcLzE4yANCaUHWjRZq7Yrn6xt27bu/aBkaq2xpcU+g0LD7M8++2x4yEE9fXp9aZ3DoJQcANKCJgxphCWpYsJJFUs+FRieCwAVi9MK1crdiPTWW2+5QEo1K5D2lCujPCDlBimQ1eKeClpVqV3nxWoByYxKH6LavKKQ7777rlsUWsPW9913X6IFPuOVeplUvHbVqlW2f/9+K1asmFtWSD+QtCZjdDVnICP45ptvXE6fhqmje471wyJWywsRNAVAepkeHnTKOVFSvlbdVu6JihJ6+/QGnzRpUqwPMcNRvo9mn0X/EtWHqspxBInyyJTbpPuh3rO6devG+pCAmLnkkkvcrFIlhCe1AkOslhgiaAoA9SbpV3P0ekGqpn3o0CF7+eWXY3ZsGYl+8SshUeuz6U2s6uD6ctMUdyUm7t27N9aHmKHMmDHDLaeQVMJ3LH+JAkidz1tNioi3CU/kNAUoEfx408Mjp5IHbSHGIClevLhbjV5Bk97Iej4UNH377beWPXv2WB9ehqPlFVq0aOGGRlU7K8g0jfp4C0Fr6SEgo6lSpYrLZyJown9afFEVg0WzarTpPA+F5NJWs2bN3Beb3sxaR085ZgpmlbQbs3WQMjAFGPrBEPSAScMPSgRX0df0sBA0kFojLCovoPw+FROOzlG86KKLLBYYngNSSL19CxYscL+EglaZPT245557XNE7zZwLMgVKKmwZy5XbgXhz2mmJFyzRDwolhZMIDgApWMfwlltucT2uSf0SDcpsRi39ookemlQA4P9o1lxyVJstFuhpAk6CZix+8cUXSeaeKLcGp47KP2j9xZw5c7rAI3JYS38rQT8IHn30UbcOo8pYAIhvBE2AT6+//rqr/6O6WapGHf0lreniOHX0HKg3SUUgk+rKDwrlx40fP97laGiL7jFjcgcyqvXr19uwYcPcrGV9xpYrV869X2LZK0vQBPik7uBOnTq5ngHEXoECBdzMxaAPayW3JmBQ1gEEUtvMmTNdrqjqNSl3UblMyiFVGQKtBFCvXj2LBYImwKe8efO6gpZaTBWxpxmLymd6/PHHY30oAFKZat81aNDA+vfvn2C/epZV7iVWPfsETYBPmqV1xRVXuDwaxJ6G5jSspUV608uw1ubNm13v0tlnnx3rQwFivpD1ihUrklwJQ+93rQYQCxS3BHxSaQEl66rUQJBna6UX+kDVr1GJrFcmQap1pAkFWnR78ODBduDAAbdPy/SoRo3WNwxyvhaQUupFVs9+dNCkfYULF7ZYoacJ8Kl06dLHfyMFaLYW4kvPnj1dkVQVufRyN77++mvr3bu3tWvXzvr06RPrQwROuWeffdaGDh3qhuOqV6/uPmPnz59vL7zwgvtB8cQTT8TkWSFoAoAYKlasmL366quJCqR++OGHbuLB77//HrNjA2IlFAq5mXPqgf3jjz/C75VHHnnE9erHqjeZoAkAYpy7sXz5creie6S1a9e6mUNalBvIyPbv3x8eto41cpqAZGhts+eee86tuB25MHJSgph4jNhTIvuIESPspZdeSrBf+3QekBFt2LDB/vnnH5fTFBksrVu3zuWTlipVKibHRU8TcIJaQJqtoYKW1NNBWpg3b541atTISpYsadWqVXPDDqpHo4WgP/30U6tRowYPPDKcmjVruvUlW7dunWD/hAkT3GoAWpkhFgiagGRo5pJW2dZsDdVnUjFFLdkBpCblLY0cOdJVPlYuR/ny5V0+k3I4gIxaF+/77793s5Yj/fzzz3b55Zfbnj17YnJcDM8BycifP7/rJlbQ9OuvvyZabw5IDQrElQhetWrV8Gvsu+++c/9HJ4gDGUGmTJnCuUyR9u7da8eOHbNYoacJSEb79u1dAcWzzjrLDZcUL17cMmfOnGRbSg4gJWbMmGF33XWX7dy50/UyJfiAzpQppl8QQKw0btzYcuXKZW+99Vb4M1fvhVtvvdUOHjzohq5jgaAJ8PGlpi5hTXNV7ZDjzeDQQpLAydLwg5aLeOqpp6xIkSI8gICZrV692q655ho744wzwnl9X331letpmjt3rlWsWDEmjxNBE+DT3Xff7WY4xcO0V6Sv3I2lS5cGfuFhILWpPtPLL7/sqoDnzJnTLZ/ywAMPuAk6sUJOE+DTmDFjeKyQ6m6++WY3E4igCUho/fr1Lpd0165d9t5777k1Gd988023OsPVV19tsUDQBAAxpHpMt9xyixt6YE1D4P9MmTLFWrVqZXfccYfriT18+LDbr+Twvn372ieffGKxwPAcAMSQas507NjRDT9oFl3k8hCsaYiM6tJLL7WHHnrITZJQSsQPP/zgyr5oqK5hw4auFEws0NMEADGkhUc1wUALk6ouGABzywgpETypHMBY1WgS3qEAEENHjhxx06gJmID/n8q8aNZytPnz57sep1ghaAKAGNIyEW+//TbPARChQ4cOrozLokWL3DC1ZtJNnDjRunfv7qrlxwrDcwAQQyrYN2DAAJs5c6abUq3FSCOxEDQyoh49eriaTFrz8++//3ZDddmzZ3dBk8oOxAqJ4AAQQywEDRzfX3/95Qpdankhrcl4+umnWywRNAEAAPhAThMAAIAPBE0AAAA+EDQBAAD4QNAEAADgA0ETAByH6sN88MEHPD4AHIImAOk66Elua9OmTawPEUCAUNwSQLq1ZcuW8N+quv3UU0+5Na08WiQXAPyipwlAulW0aNHwli9fPte7FLlv0qRJdt5551m2bNmsbNmy9uabbyZ7fVpYt0iRIm6ldVmwYIGrVKzgq0SJEtalSxc7ePBguH2pUqWsb9++ds8997iV2kuWLGmvvfZamt9vAGmDoAlAhjR16lS3tlW3bt1s5cqVbq2ru+++2+bOnZuobSgUcm1Hjx7tFgy95JJLbMWKFdagQQNr3ry5LV++3PVk6bzoJR4GDx5sl19+uS1dutStmXXffffZjz/+eArvKYDUQkVwABnC2LFjrWvXrrZnzx53+qqrrrIKFSok6Plp0aKF6ymaPn26O62eqXfffdc+/PBD++6772z27NlWvHhxd95dd93lephGjRoVvryCppo1a7rryJEjh+tpqlGjRrgHS8GXerieeeYZ69ix4yl+BAD8V/Q0AciQ1qxZ4wKnSDqt/ZEeeughW7hwoX311VfhgEmWLFniAjGtheVt6nnSGlkbNmwIt9MivB5veHD79u1pet8ApA2CJgAZloKYSOoJit5Xr149+/33323mzJkJ9is40pCe8pu87YcffrB169a5PClP1qxZE92mLgsgeJg9ByBDKleunBtO0zCbR4nd2h+padOm1qRJE2vZsqVlzpzZbrvtNrf/sssus1WrVtn5559/yo8dQGwQNAHIkB555BGXw6Tgp06dOvbxxx/b+++/b3PmzEnUtlmzZi4vqVWrVpYlSxa7+eab7dFHH7WqVava/fffb+3atbPcuXO7oT3lPQ0fPjwm9wlA2iJoApAh3Xjjjfbiiy/awIEDXamA0qVL25gxY6xWrVpJtlegpGE1BU6nnXaamzU3b94869Wrl0v21tCehuVuvfXWU35fAJwazJ4DAADwgURwAAAAHwiaAAAAfCBoAgAA8IGgCQAAwAeCJgAAAB8ImgAAAHwgaAIAAPCBoAkAAMAHgiYAAAAfCJoAAAB8IGgCAACwE/v/AFKvyt/bRtrOAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Flatten the Series of preprocessed tokens using a list comprehension\n", "all_tokens = [token for tokens in ecb_speeches[\"preprocessed_tokens\"] for token in tokens]\n", "\n", "# Create a Series of all tokens and count the frequency of each token\n", "all_tokens_series = pd.Series(all_tokens)\n", "token_counts = all_tokens_series.value_counts()\n", "\n", "# Plot the 10 most common tokens\n", "token_counts.head(10).plot(kind=\"bar\")\n", "plt.xlabel(\"Token\")\n", "plt.ylabel(\"Frequency\")\n", "plt.title(\"Most Common Tokens in ECB Speeches\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the preprocessed tokens, we can now move on to the next steps of our NLP pipeline, such as creating text representations, performing text classification, or applying topic modeling techniques.\n", "\n", ":::{.callout-note}\n", "\n", "#### N-Grams\n", "\n", "We have not taken advantage of n-grams in our preprocessing function. N-grams are sequences of n tokens that can capture more context than individual tokens. For example, bigrams (n=2) can capture common phrases like \"monetary policy\" or \"interest rates\". We could modify our preprocessing function to include n-grams if we wanted to capture more context in the speeches.\n", "\n", "The downside of using n-grams is that it can lead to a much larger number of unique tokens, which can make the analysis more complex and computationally expensive. Therefore, it is often a trade-off between capturing more context and keeping the number of unique tokens manageable.\n", "\n", ":::\n", "\n", "\n", "### Topic Modeling\n", "\n", "With the preprocessed tokens, we can now apply topic modeling techniques to uncover the underlying themes in the ECB speeches. One of the most popular topic modeling algorithms is Latent Dirichlet Allocation (LDA), which is a generative probabilistic model that assumes that each document is a mixture of topics and each topic is a mixture of words.\n", "\n", "To apply LDA, we first need to create a dictionary of tokens and their corresponding ids, and then create a corpus of documents represented as bag-of-words vectors. We can use the `gensim` library to do this" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:23.270262Z", "iopub.status.busy": "2026-03-13T14:18:23.269934Z", "iopub.status.idle": "2026-03-13T14:18:25.627873Z", "shell.execute_reply": "2026-03-13T14:18:25.626913Z" } }, "outputs": [], "source": [ "dictionary = Dictionary(ecb_speeches[\"preprocessed_tokens\"].to_list())" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:25.630186Z", "iopub.status.busy": "2026-03-13T14:18:25.629920Z", "iopub.status.idle": "2026-03-13T14:18:25.634313Z", "shell.execute_reply": "2026-03-13T14:18:25.633350Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Token: able, Token ID: 0\n", "Token: acceptance, Token ID: 1\n", "Token: access, Token ID: 2\n", "Token: account, Token ID: 3\n", "Token: achieve, Token ID: 4\n", "Token: achievement, Token ID: 5\n", "Token: action, Token ID: 6\n", "Token: active, Token ID: 7\n", "Token: addition, Token ID: 8\n", "Token: adequate, Token ID: 9\n", "Token: adjust, Token ID: 10\n" ] } ], "source": [ "for token, token_id in dictionary.token2id.items():\n", " print(f\"Token: {token}, Token ID: {token_id}\")\n", "\n", " if token_id == 10:\n", " break" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The dictionary maps each unique token to a unique id. We can check how many unique tokens we have in the dictionary" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:25.637724Z", "iopub.status.busy": "2026-03-13T14:18:25.637515Z", "iopub.status.idle": "2026-03-13T14:18:25.640791Z", "shell.execute_reply": "2026-03-13T14:18:25.639929Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of unique tokens in the dictionary: 52117\n" ] } ], "source": [ "print(f\"Number of unique tokens in the dictionary: {len(dictionary.token2id)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To reduce the number of tokens, we can filter out tokens that appear in less than 5 speeches or more than 50% of the speeches, and keep only the top 1000 most frequent tokens" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:25.646378Z", "iopub.status.busy": "2026-03-13T14:18:25.646168Z", "iopub.status.idle": "2026-03-13T14:18:25.710638Z", "shell.execute_reply": "2026-03-13T14:18:25.709597Z" } }, "outputs": [], "source": [ "dictionary.filter_extremes(no_below=5, no_above=0.5, keep_n=1000)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After filtering, we should have fewer unique tokens in the dictionary" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:25.714319Z", "iopub.status.busy": "2026-03-13T14:18:25.714064Z", "iopub.status.idle": "2026-03-13T14:18:25.719676Z", "shell.execute_reply": "2026-03-13T14:18:25.718566Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of unique tokens after filtering: 1000\n" ] } ], "source": [ "print(f\"Number of unique tokens after filtering: {len(dictionary.token2id)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we need to create a corpus of documents represented as bag-of-words vectors. Each document will be represented as a list of tuples, where each tuple contains the token id and the token count in the document" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:25.722446Z", "iopub.status.busy": "2026-03-13T14:18:25.722181Z", "iopub.status.idle": "2026-03-13T14:18:27.198578Z", "shell.execute_reply": "2026-03-13T14:18:27.197474Z" } }, "outputs": [], "source": [ "corpus = [dictionary.doc2bow(doc) for doc in ecb_speeches[\"preprocessed_tokens\"].to_list()]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can access the bag-of-words representation of the first document in the corpus" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:27.203530Z", "iopub.status.busy": "2026-03-13T14:18:27.203281Z", "iopub.status.idle": "2026-03-13T14:18:27.214154Z", "shell.execute_reply": "2026-03-13T14:18:27.212240Z" } }, "outputs": [ { "data": { "text/plain": [ "[(0, 1),\n", " (1, 2),\n", " (2, 1),\n", " (3, 1),\n", " (4, 1),\n", " (5, 1),\n", " (6, 1),\n", " (7, 1),\n", " (8, 2),\n", " (9, 2)]" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "corpus[0][0:10] # We only print the first 10 token ids and counts to avoid printing the entire list" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's convert the bag-of-words representation back to the original tokens to see how it works" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:27.226797Z", "iopub.status.busy": "2026-03-13T14:18:27.226560Z", "iopub.status.idle": "2026-03-13T14:18:27.231744Z", "shell.execute_reply": "2026-03-13T14:18:27.230582Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Token: access, Count: 1\n", "Token: achievement, Count: 2\n", "Token: active, Count: 1\n", "Token: adequate, Count: 1\n", "Token: adjust, Count: 1\n", "Token: adopt, Count: 1\n", "Token: agreement, Count: 1\n", "Token: ahead, Count: 1\n", "Token: allocation, Count: 2\n", "Token: anchor, Count: 2\n" ] } ], "source": [ "# Get the token ids and counts for the first document\n", "token_ids_counts = corpus[0][0:10] # We only take the first 10 token ids and counts to avoid printing the entire list\n", "\n", "# Convert the token ids back to tokens and print them with their counts\n", "for token_id, count in token_ids_counts:\n", " token = dictionary.get(token_id)\n", " print(f\"Token: {token}, Count: {count}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's count the word \"achievement\" to check whether the bag-of-words representation is correct" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:27.235436Z", "iopub.status.busy": "2026-03-13T14:18:27.235182Z", "iopub.status.idle": "2026-03-13T14:18:27.242395Z", "shell.execute_reply": "2026-03-13T14:18:27.241419Z" } }, "outputs": [ { "data": { "text/plain": [ "np.int64(2)" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.sum(np.array(ecb_speeches[\"preprocessed_tokens\"].iloc[0]) == \"achievement\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see that the word \"achievement\" appears 2 times in the first document, which matches the count in the bag-of-words representation.\n", "\n", "Now that we have the corpus and the dictionary, we can train the LDA model. We will specify the number of topics to be 12, and we will run the model for 50 iterations with 10 passes over the corpus to ensure convergence. We also set a random state for reproducibility." ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:27.245027Z", "iopub.status.busy": "2026-03-13T14:18:27.244781Z", "iopub.status.idle": "2026-03-13T14:18:54.254546Z", "shell.execute_reply": "2026-03-13T14:18:54.253376Z" } }, "outputs": [], "source": [ "lda_model = LdaModel(corpus=corpus, id2word=dictionary, iterations=50, num_topics=17, passes=10, random_state=42)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can print the top words for each topic to get a sense of what the topics are about" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:54.257316Z", "iopub.status.busy": "2026-03-13T14:18:54.257083Z", "iopub.status.idle": "2026-03-13T14:18:54.263466Z", "shell.execute_reply": "2026-03-13T14:18:54.262466Z" } }, "outputs": [ { "data": { "text/plain": [ "[(0,\n", " [('supervisory', np.float32(0.03824551)),\n", " ('supervision', np.float32(0.03523111)),\n", " ('supervisor', np.float32(0.020257028)),\n", " ('management', np.float32(0.014737445)),\n", " ('prudential', np.float32(0.014267569)),\n", " ('stress', np.float32(0.010598028)),\n", " ('cooperation', np.float32(0.009603106)),\n", " ('practice', np.float32(0.008362942)),\n", " ('systemic', np.float32(0.008274037)),\n", " ('regulatory', np.float32(0.008003611))]),\n", " (1,\n", " [('regulation', np.float32(0.021743683)),\n", " ('regulatory', np.float32(0.019218707)),\n", " ('systemic', np.float32(0.012123027)),\n", " ('requirement', np.float32(0.009851479)),\n", " ('leverage', np.float32(0.009405822)),\n", " ('model', np.float32(0.008741213)),\n", " ('prudential', np.float32(0.007891122)),\n", " ('problem', np.float32(0.0076172953)),\n", " ('fund', np.float32(0.007183706)),\n", " ('security', np.float32(0.007081027))])]" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lda_model.show_topics(-1, formatted=False)[0:2] # We only print the first 2 topics to avoid printing the entire list" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It looks like the first topic is related to payment systems, and the second topic is related to central bank communication. We can also visualize the topics using the `pyLDAvis` library, which provides an interactive visualization of the topics and their relationships. The interpretation of topics is not always straightforward, unfortunately.\n", "\n", "We can check the topic distribution for the first document in the corpus" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:54.282476Z", "iopub.status.busy": "2026-03-13T14:18:54.282238Z", "iopub.status.idle": "2026-03-13T14:18:54.288185Z", "shell.execute_reply": "2026-03-13T14:18:54.287318Z" } }, "outputs": [ { "data": { "text/plain": [ "[(7, np.float32(0.12770365)),\n", " (9, np.float32(0.72294563)),\n", " (11, np.float32(0.057225704)),\n", " (12, np.float32(0.09057981))]" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lda_model[corpus][0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Thus, each document is represented as a mixture of topics, and each topic is represented as a mixture of words. We can also assign the most likely topic to each document in the dataset" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:54.290786Z", "iopub.status.busy": "2026-03-13T14:18:54.290528Z", "iopub.status.idle": "2026-03-13T14:18:56.115080Z", "shell.execute_reply": "2026-03-13T14:18:56.113979Z" } }, "outputs": [], "source": [ "ecb_speeches[\"topic\"] = [sorted(lda_model[corpus][text_id], key=lambda tup: tup[1], reverse=True)[0][0] for text_id in range(len(ecb_speeches[\"text\"]))]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see that topic 7 is the most common topic in the ECB speeches" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:56.117443Z", "iopub.status.busy": "2026-03-13T14:18:56.117248Z", "iopub.status.idle": "2026-03-13T14:18:56.122720Z", "shell.execute_reply": "2026-03-13T14:18:56.121877Z" } }, "outputs": [ { "data": { "text/plain": [ "topic\n", "7 395\n", "10 238\n", "0 229\n", "14 228\n", "4 219\n", "11 191\n", "16 167\n", "5 138\n", "6 127\n", "9 123\n", "1 103\n", "15 95\n", "2 95\n", "13 89\n", "3 87\n", "8 79\n", "12 62\n", "Name: count, dtype: int64" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ecb_speeches[\"topic\"].value_counts()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's check what topic 7 is about by looking at the top words in that topic" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:56.124934Z", "iopub.status.busy": "2026-03-13T14:18:56.124730Z", "iopub.status.idle": "2026-03-13T14:18:56.130669Z", "shell.execute_reply": "2026-03-13T14:18:56.129879Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Top words in topic 7:\n", "Word: political, Probability: 0.017223728820681572\n", "Word: emu, Probability: 0.012634160928428173\n", "Word: convergence, Probability: 0.011799058876931667\n", "Word: integration, Probability: 0.010692286305129528\n", "Word: treaty, Probability: 0.009443133138120174\n", "Word: people, Probability: 0.008187162689864635\n", "Word: institutional, Probability: 0.0069055273197591305\n", "Word: citizen, Probability: 0.006601953413337469\n", "Word: deficit, Probability: 0.005735344719141722\n", "Word: trust, Probability: 0.005647704005241394\n" ] } ], "source": [ "topic_7_words = lda_model.show_topic(7, topn=10)\n", "print(f\"Top words in topic 7:\") \n", "for word, prob in topic_7_words:\n", " print(f\"Word: {word}, Probability: {prob}\") " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also visualize the topics over time to see how the focus of the ECB speeches has evolved. We will plot the share of each topic in the speeches for each year." ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:56.134295Z", "iopub.status.busy": "2026-03-13T14:18:56.134095Z", "iopub.status.idle": "2026-03-13T14:18:57.700863Z", "shell.execute_reply": "2026-03-13T14:18:57.699646Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define the topic labels based on the top words in each topic\n", "topics = sorted(lda_model.show_topics(num_topics=17, num_words=5, formatted=False), key=lambda tup: tup[0])\n", "topic_words = [[word[0] for word in topic[1]] for topic in topics]\n", "topic_labels = [\", \".join(words) for words in topic_words]\n", "\n", "# Compute the counts of each topic by year\n", "topic_counts = ecb_speeches.groupby([ecb_speeches[\"Date\"].dt.year, \"topic\"]).size().unstack(fill_value=0)\n", "\n", "# Compute the shares of each topic by year\n", "topic_shares = topic_counts.div(topic_counts.sum(axis=1), axis=0)\n", "\n", "# Plot the shares of topics over time\n", "topic_shares.plot(kind=\"bar\", stacked=True, figsize=(10, 7.5), width=1, colormap=\"tab20\")\n", "\n", "plt.xlabel(\"Year\")\n", "plt.ylabel(\"Share of Topics\")\n", "plt.title(\"Shares of Topics in ECB Speeches Over Time\")\n", "plt.legend(title=\"Topic\", bbox_to_anchor=(0.5, -0.8), loc=\"lower center\", labels=topic_labels)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see that the focus of the ECB speeches has evolved over time, with some topics becoming more prominent in certain years. For example, we can see that at the beginning, the speeches were more focused on a topic related to governance of the eurosystem. After the financial crisis of 2008, bank regulation and supervision became a prominent topic. Around 2010, many speeches were focused on the sovereign debt crisis in the euro area, and more recently, supply side issues seem to have become a prominent topic in the ECB speeches.\n", "\n", "It can also be convenient to visualize the topics using an interactive visualization. We can use the `pyLDAvis` library to create an interactive visualization of the topics and their relationships. This can help us to better understand the structure of the topics and how they relate to each other." ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:18:57.705899Z", "iopub.status.busy": "2026-03-13T14:18:57.705571Z", "iopub.status.idle": "2026-03-13T14:19:07.385332Z", "shell.execute_reply": "2026-03-13T14:19:07.384240Z" } }, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "
\n", "" ], "text/plain": [ "" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lda_display = pyLDAvis.gensim_models.prepare(lda_model, corpus, dictionary)\n", "pyLDAvis.display(lda_display)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To assess whether we have chosen a good number of topics, we can compute the coherence score for different numbers of topics and plot the results" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "execution": { "iopub.execute_input": "2026-03-13T14:19:07.396881Z", "iopub.status.busy": "2026-03-13T14:19:07.396621Z", "iopub.status.idle": "2026-03-13T14:26:51.993568Z", "shell.execute_reply": "2026-03-13T14:26:51.991954Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Training LDA model with 2 topics...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Training LDA model with 7 topics...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Training LDA model with 12 topics...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Training LDA model with 17 topics...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Training LDA model with 22 topics...\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "topics = []\n", "score = []\n", "\n", "for ii in [2, 7, 12, 17, 22]:\n", "\n", " print(f\"Training LDA model with {ii} topics...\")\n", "\n", " # Train the LDA model with ii topics\n", " lda_model = LdaModel(corpus=corpus, id2word=dictionary, iterations=10, num_topics=ii, passes=10, random_state=42)\n", "\n", " # Compute the coherence score for the model\n", " # Note: Using workers=1 to avoid threading issues in Jupyter notebooks\n", " # The \"c_v\" coherence metric can be memory-intensive; use \"u_mass\" if you encounter issues\n", " cm = CoherenceModel(model=lda_model, texts=ecb_speeches[\"preprocessed_tokens\"].to_list(), corpus=corpus, dictionary=dictionary, coherence=\"c_v\", processes=1)\n", "\n", " # Append the number of topics and the coherence score to the lists\n", " topics.append(ii)\n", " score.append(cm.get_coherence())\n", "\n", "# Plot the coherence scores for different numbers of topics\n", "plt.plot(topics, score)\n", "plt.xlabel(\"Number of Topics\")\n", "plt.ylabel(\"Coherence Score\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For this dataset, it looks like the coherence score is highest for around 12 topics, which is the number of topics we chose for our LDA model. However, the choice of the number of topics is not always clear-cut, and it can be helpful to also look at the interpretability of the topics when deciding on the number of topics to use." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3", "path": "/usr/local/share/jupyter/kernels/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": "3.13.12" } }, "nbformat": 4, "nbformat_minor": 4 }