{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Sectoral equity indicators" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook offers the necessary code to replicate the research findings discussed in the Macrosynergy research post \"Sectoral equity factors\". Its primary objective is to inspire readers to explore and conduct additional investigations whilst also providing a foundation for testing their own unique ideas.\n", "\n", "On the back of our initial exploration of the [relationship between macroeconomic trends and sectoral equity indices](https://macrosynergy.com/research/macro-trends-and-equity-allocation-a-brief-introduction/), we explore a comprehensive set of ideas for capital allocation across sectors within the same country.\n", "\n", "In order to prevent potential CPU and RAM issues the user might face while running the analysis, we have decided to split the content in two blocks. This notebook covers two main parts:\n", "\n", "- Get Packages and JPMaQS Data: This section is responsible for installing and importing the necessary Python packages used throughout the analysis.\n", "\n", "- Transformations and checks: In this part, the notebook performs calculations and transformations on the data to derive the relevant signals and targets used for the analysis, including building simple linear composite indicators.\n", "\n", "You can find the rest of the analysis in the notebook \"Sectoral equity factors\". \n", "\n", "It is important to note that while the notebook covers a selection of indicators and strategies used for the post’s main findings, users can explore countless other possible indicators and approaches. Users can modify the code to test different hypotheses and strategies based on their research and ideas. Best of luck with your research!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Get packages and JPMaQS data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook primarily relies on the standard packages available in the Python data science stack. However, there is an additional package `macrosynergy` that is required for two purposes:\n", "\n", "- Downloading JPMaQS data: The `macrosynergy` package facilitates the retrieval of JPMaQS data, which is used in the notebook.\n", "\n", "- For the analysis of quantamental data and value propositions: The `macrosynergy` package provides functionality for performing quick analyses of quantamental data and exploring value propositions.\n", "\n", "For detailed information and a comprehensive understanding of the `macrosynergy` package and its functionalities, please refer to the [“Introduction to Macrosynergy package”](https://academy.macrosynergy.com/academy/Introductions/Introduction%20to%20Macrosynergy%20package/_build/html/Introduction%20to%20Macrosynergy%20package.php) notebook on the Macrosynergy Quantamental Academy or visit the following link on [Kaggle](https://www.kaggle.com/code/macrosynergy/introduction-to-macrosynergy-package)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import copy\n", "import warnings\n", "import os\n", "from tqdm import tqdm\n", "from IPython.display import HTML\n", "\n", "import numpy as np\n", "import pandas as pd\n", "from pandas import Timestamp\n", "\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "\n", "import macrosynergy.management as msm\n", "import macrosynergy.panel as msp\n", "import macrosynergy.pnl as msn\n", "import macrosynergy.signal as mss\n", "import macrosynergy.learning as msl\n", "import macrosynergy.visuals as msv\n", "from macrosynergy.download import JPMaQSDownload\n", "\n", "warnings.simplefilter(\"ignore\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook downloads selected indicators for the following cross-sections: AUD (Australian dollar), CAD (Canadian dollar), CHF (Swiss franc), EUR (euro), GBP (British pound), HKD (Hong Kong dollar), ILS (Israeli shekel), JPY (Japanese yen), NOK (Norwegian krone), NZD (New Zealand dollar), SEK (Swedish krona), SGD (Singapore dollar), USD (U.S. dollar) as well as five main European currencies ['DEM', 'ESP', 'FRF', 'ITL', 'NLG'], replaced by EUR." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Commodity cross sections\n", "comm_cids = [\n", " \"ALM\", \"CPR\", \"LED\", \"NIC\", \"TIN\", \"ZNC\", # non-precious metals\n", " \"BRT\", \"WTI\", \"NGS\", \"GSO\", \"HOL\", # energy\n", " \"CLB\" # lumber\n", "]\n", "\n", "# Equity sectoral cross-section lists: excluding HKD\n", "cids_dmeq = ['AUD', 'CAD', 'CHF', 'EUR', 'GBP', 'ILS', 'JPY', 'NOK', 'NZD', 'SEK', 'SGD', 'USD']\n", "cids_eueq = ['DEM', 'ESP', 'FRF', 'ITL', 'NLG']\n", "# to appropriately account for global growth dynamics even if we do not track the equity sectors\n", "cids_extra = ['CNY', 'INR', 'IDR', 'MYR']\n", "\n", "cids = sorted(cids_dmeq + cids_eueq + cids_extra)\n", "cids_eqx = list(set(cids_dmeq) - {'HKD'})" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "sector_labels = {\n", " \"ALL\": \"All sectors\", \n", " \"COD\": \"Cons. discretionary\",\n", " \"COS\": \"Cons. staples\",\n", " \"CSR\": \"Communication services\",\n", " \"ENR\": \"Energy\",\n", " \"FIN\": \"Financials\",\n", " \"HLC\": \"Healthcare\",\n", " \"IND\": \"Industrials\",\n", " \"ITE\": \"Information tech\",\n", " \"MAT\": \"Materials\",\n", " \"REL\": \"Real estate\",\n", " \"UTL\": \"Utilities\",\n", "}\n", "secx = list(sector_labels.keys())\n", "secs = list(sector_labels.keys())[1:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "JPMaQS indicators are conveniently grouped into 6 main categories: Economic Trends, Macroeconomic balance sheets, Financial conditions, Shocks and risk measures, Stylized trading factors, and Generic returns. Each indicator has a separate page with notes, description, availability, statistical measures, and timelines for main currencies. The description of each JPMaQS category is available either under [JPMorgan Markets](https://markets.jpmorgan.com/#jpmaqs) (password protected) or the [Macro Quantamental Academy](https://academy.macrosynergy.com/quantamental-indicators/). \n", "\n", "In particular, some of the indicators used in this notebook can be found in [Consumer price inflation trends](https://macrosynergy.com/academy/notebooks/consumer-price-inflation-trends), [Producer price inflation](https://macrosynergy.com/academy/notebooks/producer-price-inflation), [Manufacturing confidence](https://macrosynergy.com/academy/notebooks/manufacturing-confidence-scores), [Services confidence](https://macrosynergy.com/academy/notebooks/services-confidence-scores), [Private consumption](https://macrosynergy.com/academy/notebooks/private-consumption), [Foreign trade trends](https://macrosynergy.com/academy/notebooks/foreign-trade-trends), [Labor market dynamics](https://macrosynergy.com/academy/notebooks/labor-market-dynamics), [Technical GDP Growth](https://macrosynergy.com/academy/notebooks/technical-gdp-growth-estimates), and [Industrial production trends](https://macrosynergy.com/academy/notebooks/industrial-production-trends)." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Maximum number of tickers is 2036\n" ] } ], "source": [ "# Economic indicators\n", "manuf = [\n", " # Manufacturing confidence scores\n", " \"MBCSCORE_SA\", \"MBCSCORE_SA_D3M3ML3\",\n", " # Industrial production trend\n", " \"IP_SA_P1M1ML12_3MMA\",\n", "]\n", "servi = [\n", " # Service confidence scores\n", " \"SBCSCORE_SA\", \"SBCSCORE_SA_D3M3ML3\", \"SBCSCORE_SA_D1Q1QL1\",\n", "]\n", "constr = [\n", " # construction confidence score\n", " \"CBCSCORE_SA\", \"CBCSCORE_SA_D3M3ML3\", \"CBCSCORE_SA_D1Q1QL1\",\n", " # construction trend\n", " \"CSTR_SA_P1M1ML12_3MMA\", \"CSTR_SA_P1Q1QL4\"\n", "]\n", "consu = [\n", " # Consumer confidence scores\n", " \"CCSCORE_SA\", \"CCSCORE_SA_D3M3ML3\", \"CCSCORE_SA_D1Q1QL1\",\n", " # private credit\n", " \"PCREDITBN_SJA_P1M1ML12\", \n", " # retail sales\n", " \"NRSALES_SA_P1M1ML12_3MMA\", \"RRSALES_SA_P1M1ML12_3MMA\", \"NRSALES_SA_P1Q1QL4\", \"RRSALES_SA_P1Q1QL4\",\n", " # Real private consumption trend\n", " \"RPCONS_SA_P1M1ML12_3MMA\", \"RPCONS_SA_P1Q1QL4\",\n", "]\n", "cpi = [\n", " # Consumer core inflation: YoY, QoQ annualised\n", " \"CPIH_SA_P1M1ML12\",\n", " # Consumer core inflation: YoY, QoQ annualised\n", " \"CPIC_SA_P1M1ML12\",\n", " # Consumer inflation: food\n", " \"CPIF_SA_P1M1ML12\",\n", " # Consumer inflation: energy\n", " \"CPIE_SA_P1M1ML12\",\n", "]\n", "ppi = [\n", " # Producer Inflation: YoY, QoQ annualised\n", " \"PPIH_NSA_P1M1ML12\",\n", "]\n", "labour = [\n", " # Change in the labour force\n", " \"WFORCE_NSA_P1Y1YL1\", \"WFORCE_NSA_P1Q1QL4\",\n", " # Change in the employed workforce: GBP Empl in 3MMA\n", " \"EMPL_NSA_P1Q1QL4\", \"EMPL_NSA_P1M1ML12_3MMA\",\n", " # Change in unemployment\n", " \"UNEMPLRATE_NSA_3MMA_D1M1ML12\", \"UNEMPLRATE_NSA_D1Q1QL4\", \n", " # Unemployment rate\n", " \"UNEMPLRATE_SA_3MMAv5YMA\",\n", " # Nominal wages trend\n", " \"WAGES_NSA_P1M1ML12\", \"WAGES_NSA_P1Q1QL4\",\n", "]\n", "exps = [\n", " # Export growth\n", " \"EXPORTS_SA_P1M1ML12_3MMA\", \n", " # FX appreciation\n", " \"REEROADJ_NSA_P1M12ML1\", \n", " # Commodity terms of trade - export and import price index\n", " \"CTOT_NSA_P1M12ML1\", \"CXPI_NSA_P1M12ML1\", \"CMPI_NSA_P1M12ML1\", \n", " # Total external trade openness\n", " \"EXALLOPENNESS_NSA_1YMA\"\n", "]\n", "\n", "ecos = manuf + servi + consu + cpi + ppi + labour + exps + constr\n", "\n", "# Complementary economic indicators\n", "ecox = [\n", " \"IVAWGT_SA_1YMA\",\n", " \"USDGDPWGT_SA_1YMA\",\n", " \"RGDP_SA_P1Q1QL4_20QMM\",\n", " \"INFTEFF_NSA\",\n", " \"INFTARGET_NSA\", \n", " \"RGDPTECH_SA_P1M1ML12_3MMA\",\n", " \"INTLIQGDP_NSA_D1M1ML1\", \"INTLIQGDP_NSA_D1M1ML6\",\n", " \"GGDGDPRATIOX10_NSA\",\n", " \n", " # Using Net as USD does not have most of the gross indicators\n", " \"HHINTNETGDP_SA_D1M1ML12\",\n", " \"HHINTNETGDP_SA_D1Q1QL4\",\n", " \"HHINTNETGDP_SA_D1Y1YL1\", \n", " \"CORPINTNETGDP_SA_D1Q1QL4\",\n", " \"CORPINTNETGDP_SA_D1Y1YL1\",\n", " \n", " \"RIR_NSA\", \n", " \"RYLDIRS02Y_NSA\",\n", " \"RYLDIRS05Y_NSA\",\n", "]\n", "\n", "# Market indicators\n", "eqrets = [\"EQC\" + sec + ret for sec in secx for ret in [\"R_NSA\", \"XR_NSA\", \"R_VT10\"]]\n", "fxrets = [\n", "# \"FXXRUSD_NSA\"\n", "]\n", "comm_xcats = [\n", " \"COCRY_SAVT10\", \"COXR_VT10\", \n", " \"XINVSCORECN_SA\", # for metal commodities\n", " \"XINVSCOREUS_SA\", # mostly for energy commodities\n", " \"XINVSCORELME_SA\" # for metal commodities\n", "]\n", "\n", "marks = eqrets + fxrets\n", "\n", "# All indicators\n", "xcats = ecos + ecox + marks\n", "\n", "# Resultant tickers\n", "comm_tickers = [cid + \"_\" + xcat for cid in comm_cids for xcat in comm_xcats]\n", "bnchm_tickers = [\"USD_EQXR_NSA\", \"USD_EQXR_VT10\"]\n", "tickers = [cid + \"_\" + xcat for cid in cids for xcat in xcats] + comm_tickers + bnchm_tickers\n", "print(f\"Maximum number of tickers is {len(tickers)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The JPMaQS indicators we consider are downloaded using the J.P. Morgan Dataquery API interface within the `macrosynergy` package. This is done by specifying ticker strings, formed by appending an indicator category code to a currency area code . These constitute the main part of a full quantamental indicator ticker, taking the form `DB(JPMAQS,_,)`, where denotes the time series of information for the given cross-section and category. The following types of information are available:\n", "\n", "`value` giving the latest available values for the indicator\n", "`eop_lag` referring to days elapsed since the end of the observation period\n", "`mop_lag` referring to the number of days elapsed since the mean observation period\n", "`grade` denoting a grade of the observation, giving a metric of real-time information quality.\n", "\n", "After instantiating the `JPMaQSDownload` class within the `macrosynergy.download` module, one can use the `download(tickers,start_date,metrics)` method to easily download the necessary data, where `tickers` is an array of ticker strings, `start_date` is the first collection date to be considered and `metrics` is an array comprising the times series information to be downloaded. For more information see [here](https://github.com/macrosynergy/macrosynergy/blob/develop/README.md).\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Downloading data from JPMaQS.\n", "Timestamp UTC: 2025-11-06 13:12:04\n", "Connection successful!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Requesting data: 100%|██████████| 102/102 [00:20<00:00, 4.96it/s]\n", "Downloading data: 100%|██████████| 102/102 [04:30<00:00, 2.65s/it]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Some expressions are missing from the downloaded data. Check logger output for complete list.\n", "577 out of 2036 expressions are missing. To download the catalogue of all available expressions and filter the unavailable expressions, set `get_catalogue=True` in the call to `JPMaQSDownload.download()`.\n" ] } ], "source": [ "client_id: str = os.getenv(\"DQ_CLIENT_ID\")\n", "client_secret: str = os.getenv(\"DQ_CLIENT_SECRET\")\n", "\n", "with JPMaQSDownload(oauth=True, client_id=client_id, client_secret=client_secret) as dq:\n", " assert dq.check_connection()\n", " dfx = dq.download(\n", " tickers=tickers,\n", " start_date=\"1990-01-01\",\n", " suppress_warning=True,\n", " metrics=[\"value\"],\n", " show_progress=True,\n", " )\n", " assert isinstance(dfx, pd.DataFrame) and not dfx.empty" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": true }, "outputs": [], "source": [ "dfx = dfx.sort_values([\"cid\", \"xcat\", \"real_date\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Renaming and availability" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Rename quarterly tickers to roughly equivalent monthly tickers to simplify subsequent operations." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "dict_repl = {\n", " # labour\n", " \"EMPL_NSA_P1Q1QL4\": \"EMPL_NSA_P1M1ML12_3MMA\",\n", " \"UNEMPLRATE_NSA_D1Q1QL4\": \"UNEMPLRATE_NSA_3MMA_D1M1ML12\",\n", " \"WAGES_NSA_P1Q1QL4\": \"WAGES_NSA_P1M1ML12\",\n", " \"WFORCE_NSA_P1Y1YL1\": \"WFORCE_NSA_P1Q1QL4\",\n", " # private consumption\n", " \"RPCONS_SA_P1Q1QL4\": \"RPCONS_SA_P1M1ML12_3MMA\",\n", " \"RRSALES_SA_P1Q1QL4\": \"RRSALES_SA_P1M1ML12_3MMA\",\n", " \"NRSALES_SA_P1Q1QL4\": \"NRSALES_SA_P1M1ML12_3MMA\",\n", " # surveys\n", " \"CCSCORE_SA_D1Q1QL1\": \"CCSCORE_SA_D3M3ML3\",\n", " \"SBCSCORE_SA_D1Q1QL1\": \"SBCSCORE_SA_D3M3ML3\",\n", " \"CBCSCORE_SA_D1Q1QL1\": \"CBCSCORE_SA_D3M3ML3\",\n", " # construction\n", " \"CSTR_SA_P1Q1QL4\": \"CSTR_SA_P1M1ML12_3MMA\",\n", " # debt servicing\n", " 'CORPINTNETGDP_SA_D1Y1YL1': 'CORPINTNETGDP_SA_D1Q1QL4',\n", " 'HHINTNETGDP_SA_D1Q1QL4': 'HHINTNETGDP_SA_D1M1ML12',\n", " 'HHINTNETGDP_SA_D1Y1YL1': 'HHINTNETGDP_SA_D1M1ML12',\n", " 'PRIVINTNETGDP_SA_D1Y1YL1': 'PRIVINTNETGDP_SA_D1Q1QL4', \n", "}\n", "\n", "for key, value in dict_repl.items():\n", " dfx[\"xcat\"] = dfx[\"xcat\"].str.replace(key, value)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is important to assess data availability before conducting any analysis. It allows identifying any potential gaps or limitations in the dataset, which can impact the validity and reliability of analysis and ensure that a sufficient number of observations for each selected category and cross-section is available as well as determining the appropriate time periods for analysis. " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No missing XCATs across DataFrame.\n", "Missing cids for CBCSCORE_SA: ['AUD', 'GBP', 'NOK', 'NZD', 'SGD']\n", "Missing cids for CBCSCORE_SA_D3M3ML3: ['AUD', 'GBP', 'NOK', 'NZD', 'SGD']\n", "Missing cids for CCSCORE_SA: ['SGD']\n", "Missing cids for CCSCORE_SA_D3M3ML3: ['SGD']\n", "Missing cids for CMPI_NSA_P1M12ML1: []\n", "Missing cids for CORPINTNETGDP_SA_D1Q1QL4: ['ILS', 'SGD']\n", "Missing cids for CPIC_SA_P1M1ML12: []\n", "Missing cids for CPIE_SA_P1M1ML12: ['NZD']\n", "Missing cids for CPIF_SA_P1M1ML12: ['NZD']\n", "Missing cids for CPIH_SA_P1M1ML12: []\n", "Missing cids for CSTR_SA_P1M1ML12_3MMA: ['JPY']\n", "Missing cids for CTOT_NSA_P1M12ML1: []\n", "Missing cids for CXPI_NSA_P1M12ML1: []\n", "Missing cids for EMPL_NSA_P1M1ML12_3MMA: []\n", "Missing cids for EXALLOPENNESS_NSA_1YMA: []\n", "Missing cids for EXPORTS_SA_P1M1ML12_3MMA: []\n", "Missing cids for GGDGDPRATIOX10_NSA: ['EUR', 'SGD']\n", "Missing cids for HHINTNETGDP_SA_D1M1ML12: ['ILS', 'SGD']\n", "Missing cids for INFTARGET_NSA: []\n", "Missing cids for INFTEFF_NSA: []\n", "Missing cids for INTLIQGDP_NSA_D1M1ML1: []\n", "Missing cids for INTLIQGDP_NSA_D1M1ML6: []\n", "Missing cids for IP_SA_P1M1ML12_3MMA: []\n", "Missing cids for IVAWGT_SA_1YMA: []\n", "Missing cids for MBCSCORE_SA: []\n", "Missing cids for MBCSCORE_SA_D3M3ML3: []\n", "Missing cids for NRSALES_SA_P1M1ML12_3MMA: ['ILS', 'SGD']\n", "Missing cids for PCREDITBN_SJA_P1M1ML12: []\n", "Missing cids for PPIH_NSA_P1M1ML12: []\n", "Missing cids for REEROADJ_NSA_P1M12ML1: []\n", "Missing cids for RGDPTECH_SA_P1M1ML12_3MMA: []\n", "Missing cids for RGDP_SA_P1Q1QL4_20QMM: []\n", "Missing cids for RIR_NSA: []\n", "Missing cids for RPCONS_SA_P1M1ML12_3MMA: []\n", "Missing cids for RRSALES_SA_P1M1ML12_3MMA: []\n", "Missing cids for RYLDIRS02Y_NSA: []\n", "Missing cids for RYLDIRS05Y_NSA: []\n", "Missing cids for SBCSCORE_SA: ['NOK']\n", "Missing cids for SBCSCORE_SA_D3M3ML3: ['NOK']\n", "Missing cids for UNEMPLRATE_NSA_3MMA_D1M1ML12: []\n", "Missing cids for UNEMPLRATE_SA_3MMAv5YMA: []\n", "Missing cids for USDGDPWGT_SA_1YMA: []\n", "Missing cids for WAGES_NSA_P1M1ML12: []\n", "Missing cids for WFORCE_NSA_P1Q1QL4: []\n" ] } ], "source": [ "ecos_xq = list(set(ecos + ecox) - set(dict_repl.keys()))\n", "msm.missing_in_df(dfx, xcats=ecos_xq, cids=cids_eqx)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABlcAAAC9CAYAAAAuoivLAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjEsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvc2/+5QAAAAlwSFlzAAAPYQAAD2EBqD+naQAAj9lJREFUeJzt3QmYTfUbB/Dv7GNmMBj7vu9LSLILKZEQIZItJdqQSKSEhCIRpWRpUQilhVLZK3vKvu/7mBmzz/yf7+/+z3XvLMxlDO58P89zn5m599zlnN+5Z+79ved9X4/ExMREiIiIiIiIiIiIiIiISJp4pm0xERERERERERERERERIQVXREREREREREREREREXKDgioiIiIiIiIiIiIiIiAsUXBEREREREREREREREXGBgisiIiIiIiIiIiIiIiIuUHBFRERERERERERERETEBQquiIiIiIiIiIiIiIiIuEDBFRERERERERERERERERcouCIiIiIiIiIiIiIiIuICBVdEREREJFPauXMnRo0ahYceegg1a9ZE5cqV0bBhQ/Tq1Qtz585FVFTUVe9/8uRJhIeHIyNFRkbi6NGjGfqcYpOYmIhPP/0UDzzwgNlX7rnnHrz66qu3+mXdFvbs2XOrX8JtJz3fq++//z7Kli2LTp06pfk+9913n7nP119/jZuN68nn4uXQoUP26xcuXGiua9CgAW4lHTdFRETkZlFwRUREREQyncmTJ6NNmzaYM2eOCZIULlwY5cuXh6enJ1atWoU333zTTKLv2LEj2X1jYmIwadIkNG/eHOfOncuw17x06VLznOvWrcuw55QrGFgZO3YsDhw4gNy5c6NgwYIoVKgQMrPTp09jwIABJiApV+i9evvQWIiIiMjN5H1TH11ERERE5DazYMECfPDBBwgICMCYMWPQrFkzeHl52W/ft28fhg4dii1btqBnz55YtmwZcubM6TShPHXq1Ax/3e+++y5OnTqV4c8rNj/88IP5yUyniRMn3uqXc1tYvXo1vvvuO+TNm/dWv5Tbyu3wXp01axZiY2ORJ0+eW/YaeGytWrUqfHx8MvVYiIiIiPtS5oqIiIiIZCoffvih+fnyyy+b7BTHwAqVLFkS06ZNQ65cuXDhwgXMnj37Fr1SuZ1wX6BatWrd6pcick1FihQxx7KsWbPestfA5+Zr4GsRERERcUcKroiIiIhIphEaGorDhw+b33lGdWqYqdK0aVPz+7Zt2zLs9cntKyEhwfz09fW91S9FRERERERuAx6J7MwoIiIiIpIJREREoHr16ub35557Ds8++2yqy545c8YEY5jBkiNHDnNd165d8eeffyZbltktbHBOcXFxplTSjz/+aHq2XLx4Ed7e3qY8D5fp3r07ihcv7nR/63FnzJiBf/75B/PmzTOvlb1gSpcubUqTJdWvXz/0798/1df/5ZdfYsSIEQgODjblm1IqzXPixAnT+NrDwwMrV650Ku+0YsUKzJ8/H9u3b0dYWJjZBsza6NGjBypWrJjic7JkGl/7mjVrTBCL6xAYGIgSJUrg/vvvR+fOneHv729fnk2mmzRpgpCQENP8+rXXXsP69evNMvXr18eECRPMcuyDw8fdunUrLl26hKCgIJQpU8ZkHrVv397lgAfHlf12uI5swM3ASYECBdCoUSMzPo6llFIbc/Zc+fXXX9P0fNwPPvnkE/z1119mfyhatCg6dOiALl26oGHDhqZs0c8//2yutxqYT5kyxeyrX3zxRbLH27BhA5544gnz+65du5xuu5H976OPPjLLMXOLr5XbmvsEx+jpp592Ko/HRuUpcXw9vD/3w99//x179+5FeHg4smTJYjIZGjdubNYhe/bsTve3Hpev/aeffjLjxMfkOlSuXNns83fddRcuX76M6dOnm/cG9+Ns2bKhXr16pgdMSmXK2CuJ25LL87WwZFb+/PnNmLP8X9LyWdY2ZhCW+x5fx7fffmv2F76XKlSoYG63grCO43at9yq3NRvNb968GWfPnjVjxvdXtWrVzHvk3nvvdbr/tfaHlPB9fezYMYwaNcq8R653nRxxTGbOnImNGzeaTC7urx07djQN6637OO7HfE8PGTLEjMcff/yR7PH+/vtvsz6bNm0yx1u+r7kNunXrlmwb0H///YfPP//c3I/vGY4px53Ho3bt2pnjgatjwcdhCTXuo9xe7LvF/ZMlzbgt+PgpjUXv3r3Na33nnXfM/bj/cN9j2cCoqCjzP4HvQfZo4vjyGMfx4/jWqFEjTWMoIiIitz/1XBERERGRTIMT/Zzg4mQeJ8mOHDliJuV4XdLyYGxazosjTuhzUpcBEOKknp+fn730DifVnnrqKTOJaU3A8z5sfH/w4EFzYYNlTmxyIjOlkmV8bZzc42NyMrpOnTo4efKkeU5OJnLikgEfTgxfTcuWLU1PGU6uc+IwpQnTxYsXm8ACJ0etCWlOBL7yyivmdRKfixPeDIRw0p69R9iThoEBR+xRwwlHTqhzm3AdOCHO+3ESmZdffvnFTDom3dZcL05wc/swmHT8+HGz7YjLv/XWW+Z3TmCWK1fOTOxygpoXTmBycjTpY6Zm586d5nUyEMSJVJYt4uvcs2ePCYCwJw/3DStYxvHjNrG2f7FixUyQIem+kRpu41dffdVM5nOiluvHbcJJbwau0tON7n+cAGcwhOffcT35fmGQ7LPPPsNvv/1mJss5AU58z5w/f948JifmGfhwxOuffPJJE/jg9uX+wNfDiWhO0vPy/fffm+3N50mK++7cuXPNtuY+z0lqBu0Y9GEQiNuPQRI+Jl8rx4/bmvvZkiVLTBDHwrHmduHkPAOJDKQx6Mj7c99hgIF9lFKa9Oa4cX9hQ3QGQLi/8LVwG/Py+uuvo1OnTmZZvie5Xa72XmXAkEFU4rox8Mj3ObcLAxO8vPHGG3jsscdws7iyThZuU77veV8GxLgf8zXztV5PqTz2LeJ24L7GseAxhvsKg7y8JN0GDKq8+eab5njF5+e25f7O9xL3W14YAHzxxRfTPBZcfwZaGDzmPlyqVCnzXt+9e7c5TnzzzTcmgJdSIJH7IY8XfC3cfuzVVb58efNc3O+5H/KYxOflvsj/NTx+cp/nelgBLxEREbnDMXNFRERERCSz2LFjR2K1atUSy5QpY79Ur149sXfv3onTp09P3LJlS2J8fHyq9z9y5Ij9fgcPHnS6bfLkyeb6e+65J3Hr1q1Ot/HvunXrmtv79+/vdFuXLl3sjzljxgz79efOnbP/3rhxY3P7/Pnz07yuAwcOTPH5LPfff7+5fdmyZfbrxo8fb65r0KBB4h9//GG/Pi4uLnH27NmJFSpUSCxbtmzi6tWrnW5r2rSpuV/fvn0TL168aL8tJibGbFdr/VauXJnitqxVq1binj17zPXR0dGJYWFhiaGhoYmVK1c2t3/33XdOr33VqlWJVapUSfG21PAx69WrZ+7z2GOPJR4+fNh+25kzZxL79OljbqtRo4bTbY7bf8GCBYlpdeDAAfvrHzlyZGJUVJR9m0ycONFpH3Tcl6z9qGPHjik+7vr16+33S+/976mnnko8deqU/bYVK1Ykli9f3tz26aefOt2P24LX169fP9lrtB6zQ4cOTo+XkJCQuGjRosRy5cqZ2+fOnet0P8dtwv0mNjbWXH/ixAn72PG+9913n9M6cn+0XufChQudno9jzes7deqUuG/fPvttly5dShwyZIh9m50+fTrFbczjxZIlS5zu161bN/t+a73Ga71Xrcfk6//mm2+cjjNcP2ub3XvvvU63XWt/SElKr+F614nvhUqVKpnbxowZY96f1vve8b2ddD9Obf/g+5XXc7xmzZplHsd6vKlTp9pv27t3r/19VLFiRXM9b+f7x3LhwoXE559/3tzGZRyPPVcbi6NHj9r/Dzz99NPm/e+4vtY+06hRI7Ntko4FL88++6x9W1jH6s8//9zcxmPrsWPH7Pfje5/HAOv4Yh0LRERE5M6mnisiIiIikqnwjH2W5HE8S51njjO7g2eVs1wTywu9++67iIyMdOmx165da7IhWHqmSpUqTrfxb+tscJ4ZnRKehd+rVy/7345lmK4Hs3KIZ4IzoyRppgmzC3jWOMs+EUsU8Ux+4pn8LM1l4VnYLB/Fs7J5tvl7771nv41neTNDhuW5mFHgWOqJZ4Qza4Alzq627iyXwzPHiY/DDAmeTR8dHW0er0WLFk7Lc4z4uM2bN0+x5FlKePY7sxhYoodnpFuviXjd5MmTTaYHz2RnFtGNYgklvn7ua8OHDzcZPcTXyzPsW7VqhfR0o/sfz+znNnAskcV9g5lNxKyqtOB+xEwS4ln6jo/HzJFHHnnEnu2QtKyZhfsex5dZL5QvXz60adPG/M7sBWYzOa5j3bp17e9pZsVYmC3FLAK+ho8//thkiliYHcbHYZksZkNZ+35SLCHoOFa836BBg8zv3O+5n6YFy9tx7Flyiu9NjpWF6/f888+b35lpxMvN5Mo6cT9mRgbHjFltVhk+HhM4Rm3btnXpua1yXSxRxxJgVtYZfz7zzDNmLOPj401GETFjibcxU5C3O77fefwaPHiw+Z1ZNWkdC77/mYXI9/ukSZPM+9/C4wJvZ3Yas+hYPi0lfF5rW1jHah4Lie8ZZkhZ+N7ntuNxi+PPbSwiIiJ3PgVXRERERCTT4SQ+J9o5eceJaPZwcJyw48QmJ9cffvhhU5Irrdg/YNu2baYPQUqsUkUsZ5MSvg5OPqcXlrbiRCEnRpP2bVm0aJG9fJg1QcjSOlyW2ye1viqtW7c2P7me1gQwl2WZHF6s/jSO+JhWwCW1gFVKJZkKFSpkJtfZI4UTk9bEpYU9cxgMYD+XtLB6pHByP2mvD+J2YADJWvZG21Naz/foo4+meDsnl9PTje5/7HNhBYAcsewRMeiUFpyoZu8c9sjh5HVSnDi3youl9lrYCyUpq1Qc1yOlUlRWEIe9fizsq0MsixcQEJDsPny/8X1uBSFTwv4wqW0TShq4TM3AgQNNKTj26UiJYz+i1LZLenFlnVgSjlILoiQtIXY17O+yf/9+83tq+ykDXhw3q8TX448/bvYlHrOvtd3SGhC31omvPaWeTTw+WMFpax9yxMCLY3DWwhJ1xJJifL0snWfh8zBQxZJ3KfUFEhERkTuPeq6IiIiISKbFGvm8sO4+J+V4Zj6bv7N3AwMH7DfBs8m/+uqrND8mgzQMBliZIay1z5/s98Az+q0z71OS1j4eacWJY57tzwAE18mazGSwg71Tkk6YWtkGDCilNmHqGHDgJCmzHRwnOXndv//+a7Yd1519LZidwAwOV9edj81MHga6GAjjhcvVrl3bnAHOs8Ndye6xzmpPLXDkeBsnRXl2eUrBorTgWfHWeKcUYCD2j+GEK8cjvdzI/pfahK81ec1+FK7g/diXgwEFa39gbwq+Fm6fq70WZnKktG5WtoJj1kfS2x33UStLh4GTpMG5pIEEbifeN2mAM6Xt4jihz2BRWvGxeWFTdr43uE24bfgeYeDBktp2SS9pXScGedgLhdhnJbX9mOuUlmCktY4MdKUUnKDU+klxfBk85Jha242/W8EaSstrYKYiG9lTpUqVrnksSCkbxjEbyxF7qTCwwrEdOXKk6R3D/zEMXDIb6+6777ZnY4mIiMidT//VRURERET+fzY8y9HwwoAKmzez+TAnqVlm6GoT8o6Tdjzrmk3DWaLGcVKQ9+ckG0sDpSalrIEbxeAJy/AwcMQJSU5oMqOCE/Bs1Oy4XlZmAtcjLSWgHM9u55nlbITNwIojBicaNmxormfz6dQ4Tuw64tnrnABlc3NOSJ85c8ZsX144SclyYSy5xbJG18L1oqsta2VUWBkQ1xtccczySCljgljqiE3uraDHjbrR/S+t5dXSghPeI0aMwJ9//pls+9asWdOUZ0st2HG1bUYpBVauNeYMEFhBgtQwoMAxd9wH0rJd0prhxOWYucCSU47vHQYmihcvbrLCGATNCGldJx4nrjUmDBDy+GkFzK7GKocVGBjo0utlph3LNvL9nzS7jZlh8+fPT/NjOWY2JR1rR9ZtXK+kQbfUjtW8D4PxbHbPBvYMJvHYxwvHngHjF154wZSfFBERkTufgisiIiIikmlwEp7lipjNwdr9V5vo5xnHP//8s72Of1qCK3379sWGDRvM/bt06WJ6OfBs76JFi5rJTE4AXm1y+2bgWeB16tQxGTmcdOdrtCZwk5b5scpGsY8Js13SitkITzzxhDnLnSXFWE6HZ7OzzJB1hjyzZq4WXLka9ijghRPlnKznhT1yOIG/ZMmSNPdI4YQuJ4uvVt7KcTLZ1QlgR44BHGuCPyVXK/+U2qR9aqWPbpf9j1lffH7+ZN8JTiSz1xH7nXAynJPUAwYMuGpwJb1Y+/Rrr71mXtOt9MEHH+D99983vzMoyMwrvl+4XbivMXMmo4IracUsoWvtx9xP05p9ZQVoHAMcaQmssCwgMfuDxwLu1zy+sHwXj9GuBFcc39dXe29axwK+ZlfKNTLAwp42vDC4wvckLyy7yPcE90Vu17SWMxQREZHbl4IrIiIiIpJpsDQVJ7tYQ/9qwRVrgoyTcDzTOi2lp5jhwgk04pnpLF2VlCv9W9ITgx0Mrixfvtw0pGeDaE62W70mLDx73rE8WGoT+yzzxKANJ86ZffHZZ5+ZIAEniVkSx5rQdmSV4XEFH5MTzsRgDcfkvvvuMxdOts6YMcOczc6STwyYXCt7ha+Pzc2ZicTJ7ZT8888/5icnba83a8WakGUggQEllsFK2mCe2Cw7pcldq8F3ahPWzPq4nfe/BQsWmElkTiDz95TeP9ezP1wP7tMM4lxtn2ZGC18P9+mb1QuDAQBmLli9gjjxfrscH66GGRrsdcPybqntxwxyprVknNWThNkgfG/wPZLUL7/8glmzZqFy5cp4+eWXzf5s9Up6++23b3i78TjC8oLMguH7PaV1cjwWWK85LbjfMxjPYw33ewY2eWGAkQElBqH5uAyiKbgiIiJy51NDexERERHJNKxgAie3Fi5ceNVlGYxgYIUTxMwASKkkkWNmgWNWRkp1/BmUYJkxV3s0WKwzp6+nyTqbeXM9WJqGZ3gzyMSG4UknvVm+ixP7nCxlACYlnPRk03eWMLIyKDjxSjyTPKXACh+LgQRX153ldfg8gwYNSnG9mZFjScvjWk282bvFMUPFwmAGm8JbZ8jfKGvylOuR0utLrZePFdThPpVSgIVBsqRu9v6XEuu9kHRsrNfC4FtKgRX2o2AwKD1fy7XGfNmyZWbiOyUsAfjYY4+ZbJr0kNJ79cKFC/ayWallwX399df2313tb3MzXWs/dnzd18JjBIM1xMBbapkqzE6zmsFb+1Nq240B3dS2W2rHTQZoie/3lN5jPD7wOEHMMEqrnj174vHHHzfrkBSD9dWqVcuQ/V5EREQyhoIrIiIiIpJpsJ8KS17RsGHDTH+KpKWqGHjgpB/r4hN/OpaRcew7YAUMiGcqO5b/cex5wcnk3r1727MwUivrdDXW81qBDFewJ0KrVq3M75MmTUqxJBhx0pMNmemll14yvVkcG2xzEpX9W4gTiFZPAivjhUEU9kVxnOhk3wH2TUlLGaykHnzwQZNhw6bVo0ePdurpwInXd9991/zO4Jdj+aLUdOrUyWQmsMdJnz59TA8aCyfe2WuHz8Xx7t+/P25Ujx49THCBmTLMtLGyVDjRy2358ccfp3i/GjVq2Cd4uY7WhDH3G2bqsLxQUjd7/7vaPsnX6ZiBY70WZoz89NNP9uu53nztvXr1sr++9HotqWGGUpkyZUyPE058O2aw8DWzT9DatWvNJPxTTz2VLs+Z0nuV+4G1jzJAafUesfZlvg6+V67nfXKzcbsxk4v78ZAhQ5z2488//xyzZ89O82NxO7N8HX300UfmfWAFPhhwYDYag4fsp8QsO8f9icEdx4wnvg6WWeN9UttuqR03+X7g+5zvd77vHQNvPC7w+MDjBI8X3bp1S/P6MRhMPE4mfZ/y2GiVfWMgO2lpRV6sgJKIiIjcGVQWTEREREQylfHjx5sJN56VzElBXniGPRsNM7DCCWieycxJfZ7Jzgl5R5wgtcrksLwPJ/44OcezmxkM+OGHH0wzY2bGsOQNJ1GtAA6DOwxAsDwMJwav1kw5Kfas4EQgJ+TZb4Rnk1uTlGktDTZnzhwToAgJCUn1bGyexc8JTJbaYum0PHnymAlGrq818ccAlRV8soIInBjm2fkMurCMDicuud6ceOf2vuuuu0xJLldK+PC5GVRh5grHiWeoFylSxEzCHj582IwXszwYJEsLNo9nbxZOovO1cBuy5wUncjnpzgl/ji8DGK6UAkoNSw8x0PH000+b3jAsR8f9heWIuI05pswmSorBAAbD2COH+xInZPPly2dK2nG/4bZ/7733nO7Dx7qZ+19KypYta7JXOA4PPPCAGS+WvmKDcU668/Wy/BXfLxwnlt/iJDbfW7Vq1TLZCTe7PBifa+rUqSagw7JWLVu2NMFAZljxvW4F7Bg0cCVD4XreqzxOjBw50qw3M8e4j/FYw+3EABrvx23E9xHfJ2np85QRuB8zKNuvXz+zLzL4wQwUvkbuy8wC4XqmNRuD+wcDfp9++qkJcnNf5v7N/ZT7K7PnGGxiKUBicJbbj/dp0qSJPZjL7cZ9r3DhwiZow2NC0uNLamPB+7CvFMeEQWQGO3gs4DrweRhM5v8FBknSUhbSwrJfDNYxsMIADt8TvHBMrQAPt5cVxLZYZQq5jdMjsCsiIiIZQ5krIiIiIpKpMItj7Nix5oxpBgU4gckJTp5lz4k5TtzxTG1Ohqd2JjsnGhks4AQcJ2g5qUeclH/zzTdNrwCejb1r1y7z2CxNxL4BnPTmhB05ZoWkxeDBg01Qg5PCrOnPs5xdUb58eftkJcujMaCQWo+FadOmmYwJlsZiwIGT0px0vOeee0zPA06GWn1BiOvE7cVAFCeMOUHM18ggDkuI8TYrGMO+II4ZKNfC18qgENedwRGuNycp2ceAZ5ez3BObW6cVJ1sZCGJgjPfjWeocQ467FQSpV68e0kv16tVNkITbhmf/c59gw3lOGE+cODHV+3E7Dx8+3Oyf3F7cx7hf8Wx/Ttqm5GbufynhGIwZM8aMOSfFOe4cGwZtGAjj+4fbmEE5Bq94PYN8zAxj0Iz4vnPMALsZOJHOMk3s38EsJwYErAwl7ldz5851KTvhet+rnTt3NlkrDHKxPxC3CYNNfE0ca5bsszIaGNy8ndx7771mG7J8GgNl3Le4fgwEMEjhKmZyMbjCYAn3Ve4HPKYwSMcMFcfgA/df7k8sb8hAD8sWcl9jEJIBcAZ8rMy8pNvtasdNvs9ZKo8ZMgxE8nY+Lo+V1uO6GuDiOjCgyiA1/0cwk4brxgwtPt8777xjgn2pHX9FRETkzuKReD1Fm0VERERE5I7CM+M5cctSN5xQ5FnacmvxTH1OLtPPP/9sghUiIiIiInJnUOaKiIiIiEgmwEwFBlZ4NrUCKyIiIiIiIjdGuagiIiIiIm6K5XNY5ovlbtjrgbp3736rX5aIiIiIiMgdT8EVERERERE3xf4O7F9gYc1/9h8QERERERGRG6PgioiIiIiIm2Iz5oCAANM8mc2gX3311Vv9kkRERERERNyCGtqLiIiIiIiIiIiIiIi4QA3tRUREREREREREREREXKDgioiIiIiIiIiIiIiIiAsUXBEREREREREREREREXGBgisiIiIiIiIiIiIiIiIu8HZlYRG5cYmrHr7VL0FukEf9JfbfNZ53Po2ne9F4uh+NqXvReLrveM6vr6+Wd7oOq+Lsv2s83W9Mdcy98+l/qHvReLoXjad7j+nVKHNFRERERERERERERETEBQquiIiIiIiIiIiIiIiIuEDBFRERERERERERERERERcouCIiIiIiIiIiIiIiIuICBVdERERERERERERERERcoOCKiIiIiIiIiIiIiIiICxRcERERERERERERERERcYGCKyIiIiIiIiIiIiIiIi5QcEVERERERERERERERMQFCq6ISIpOno/F3f33YMPOy07Xr9wajvajDqHK07vRcNA+jPnyNCKiEpyWOXUhFgNmHMc9z+1BjX570PPdI9h+MMrl55L0o/F0PxpT96LxdC8aT/ei8XQvWXIXxCPLziJ3tYZO1+ev8xCaTF+HdivC0XLBQVTrPwHeWQKd7xtSAPcMn4PW359Gmx/Po8GEZchRtobzE3h4oGzHl/DgFzvNYz0wZztKte2bEauWaWlM3YuOue5F4+l+NKbuReN5hwRXXnnlFXTt2tX8zp9ly5a1X8qVK4e77roLjz76KJYvX+7S48bExGDKlCl44IEHUKlSJdx9993o2bMn1q9fn+LyBw8eNM/5yCOPXNd6LFy40Om188Lnve+++/D2228jOjo62X143cMPP2zu68jaDqNGjUrxuWbMmGFu57ZLKiEhAb169cL777/vdD2X5X2efvrpFB/z+++/N7dbY0H8O+lrS83GjRtRvnz5ZNfv2bMHTz31FO655x7ce++9eO6553D8+HG4Yu3atWjfvj2qVq2KBg0aYPz48WZ8r3d7HT161D5GO3bsSPE+Dz74oLl9w4YNyW4bMGCAuW3FihXIjE6cj0XPd48iLNL5wLl8Uxj6TjmGAH9PvPd0AQx5LA/W77yM7hOOIC4+0SwTdjkend8+gnX/XcbzbUIw+ZkCKBTig67jDmPb/sg0P5ekH42n+9GYuheNp3vReLoXjad7yZKnEBpM/AG+WYOdri9YvzXqjVmEuMhwrBvREVvefwl5qjdCw/eWw8PLyyzjE5gNjT/4HXlrNsE/Hw3H2mEdEHH8ABpPWYmc5e+2P1a1fuNR9dlxOPX3Cqwe0gZ7FkxBxe7DUfXZdzJ8fTMDjal70THXvWg83Y/G1L1oPNOHN24BTmq/+uqr5vfExERERETg448/NpPyX331FapUqZKmxxk2bBi2bdtmJtRLlSqFsLAwfPnll+jRowdmzpxpJvodMYhQvHhx/Pfff9i6dauZyL8eq1evtv8eGxuLzZs3Y+jQoSaQMnz4cPttfD0vvPACdu3aleLj+Pj44OeffzbbwsPDw+m2ZcuWJbuOGHDgc6xatSrF18/HXLNmDcLDwxEUFJSmx0xrYKVv374msOPowoUL6N69O6pXr445c+aY1zd27FgT/Fm0aBH8/Pyu+djcPn369DHjNmHCBBw5cgSDBw82j8XteiPbi/f56aefULFiRafrd+7ciQMHDqT4ejhuDKpwX+H+1LRpU2QWCQmJ+HbdJYz7+ox5byY1Zck5lMzvi49eKARfb9v2rlk6C+4fuh8L14SiQ4NgLFgdimNnY/H54MKoXjrALFO3YiAuhMdjzFen8cWQoml6LrlxGk/3ozF1LxpP96LxdC8aTzfj4YFiD3RF1b7jzO9JVewxHJcO/YdVA1sgIS7WXHdm62q0+HI3ird4EvuXzkTxh7ojqEBx/NK3Ac5tX2uW4WS7b3CIyYj4tW8D+GbPhVJtn8X+pR9j04R+tmX+Ai6fPoq6oxea68MOp/zdUFykMXUrOua6F42n+9GYuheNpxuUBfP390fu3LnNJU+ePGYSe8SIEeb67777Lk2PweDBkiVLTIZBo0aNUKhQIZNVMXLkSFSuXBnz5s1zWj4+Ph7ffvst2rZti5IlS5pJ8+tlvXZeChQogIceeshkpyxdutS+zK+//mquY/AhNcz0OHPmDDZt2uR0PSf9mWWTNCDA5fj6//77b2TLli3Fx2QmDbcjnz/p9mJApkaNJCnO1xAXF4cxY8agW7duKFiwYLLbGYS4fPkyxo0bhzJlypjnf+edd7Bv375k65WaEydOoE2bNnjxxRdRpEgR1K1bFy1atDBBohvZXsQA248//pjsegZjatasmeLr4T7o5eVlgkl8DcyCySx2HY3G63NOofW92TCuZ/5kt+8/EW0OltbBlUKye6NEfj/8vi3C/L3vZAyyB3jaD66We8oGYPO+KIRGxKfpueTGaTzdj8bUvWg83YvG071oPN1LcMkqqDFgKg7+NBcbRj2Z7PasRcvj5J/L7ZPwFH3hNMIO/Yf897b4/zLlEH3pvH0S3nJm028IqVwHPkHByFq4DDy9vXF8jfN32tObVsLTywv57ml+09Yxs9GYuhcdc92LxtP9aEzdi8bTTXuueHvbkmh8fX3TfB9PT0+TRcIAgKPJkyfjtddec7qOy506dcpM3N9///344YcfcOnSpXR69TCT8Y6vnUGHjh07XjWIw+AMJ/iTTv5z4p8Bo4AA5x30999/R/369U2QKGvWrCk+JjM1mjRpkuwx+XpY5qpw4cIurRcDJ3/99ZfJLOrSpUuKwYupU6eagI7juFBaty/X9Y033jC/M4rJbCS+Xo7VjWwvK0vq0KFDJlvJEcefAZyUMMOpVq1aZjtye86fPx+ZRf6cPvh5dHGT8ufvm/zwEBzkhePnrnxBodi4RJw4F4sjZ2xl3HIEeSEiOsF+ILUcPmO739GzsWl6LrlxGk/3ozF1LxpP96LxdC8aT/dy+dRhLOtUFlunDER8VPI63zGhZxGYt4jTdR5e3gjIWwSBBYr/f5lz8AnIaibcHQUWLGn7WaA4okPPmt8D8tnO1rQE/X8ZZklI+tCYuhcdc92LxtP9aEzdi8Yzfd0Wa8XsjtGjRyMqKsoEPtKCJa86d+5sghcMODCDhb8fPnwYefPmNRdHCxYsMFkRzG7gpHpkZKQJUtwolq767bffsHjxYjORb+H6sNTVtYJFvA9LXTmmRnHin9kwSTGzg+Wykpb7SukxGUxitopjACKlx7wWZsgw2FC7du0Ub2fGUNLb2P+EwRb2wHEFs4uqVatmeq9kz54d/frZ0q6vd3sRs21YZs4xIMPgDQM/SYM3Vv8Y3s4+PoGBgSZow32H5d8yAx5A8+X0SfX2dvWyY/mmcHz0wzmcD4szB9thn500NRMjY2xj8nDtbKZE2/PTjmPPsWhcuhyPpesvYdGaUHN7ZHRCmp5LbpzG0/1oTN2LxtO9aDzdi8bTvcSEXUDkmWOp3n7g+1ko1KgtynUeBL/gEATkKYy7X/kIPoHZ4e1va4B+6Od5SExIQJ1R85GtWAX4BGVHkWadULxFN3M7lws/sseUnqrYY4Tp+cGeHsGlq+HuwTMQHx0Fr/8/ltw4jal70THXvWg83Y/G1L1oPN0guMLyWWxizwsnvjk5zzJWDEiktd+K1XOFPTrKlStnJtxZWqxZs2amqT2zVByDN3x8K1OB5at4YX+X62G9duv1P//882Yy/qWXXnL5sZo3b25KXbFvC+3evduUyWrYsCGuV506dZAlSxasXLnS/B0aGop169Y5BX9uFvZdmTt3LgYOHIicOXO6dF/2c+F9GZxhxkzv3r2T1eO7nu3F9XYMrjAYw8dhtlFSDCSxT4zVZ4VBm7Nnz2baxvZJ9Xs4BL0fyInJ355FnRf3ofnQ/Qj090STakHw97WlC5Yq4Idp/Qvi8JkYtBpxELWe24tZy8+jf+sQc7u7RqrvRBpP96MxdS8aT/ei8XQvGk/3suPTkfhv7jhU7DUSrZeexINf7kLc5TAcW70Ecf/Pirh08D+sfuURBBUogQfmbEObH86hTIfn8c/M183tVvbE2tc64OzWVag7egHa/HgejSYtN305oi+dQ3x08gwLuTk0pu5Fx1z3ovF0PxpT96LxvAMa2t93331m8t0qIcVMjBw5clzXY7Vs2dJcmPXCCffly5ebMk79+/e3l3NiMIeZB45loDhp/u6775r+Jan13kiNlfHCCB0n4kNCQlKcqE+LXLlymQwPNl1nU3hmmDBA5Ep5tNRKg/ExW7VqZQJPzAhJms2TnhgEmTRpEqZNm4ZnnnkGXbt2va7XzX45VsYMy6pxfBwzYK5nezHwxZ4wbGLP0mgMrrz99tvJlmN5OfbxYaDGyg5i5gozWJgVlRHBqdudt5cHBjyaG/1a58KRM7HIE+yNbAFe6PL2YWQPvPIeqFcxEL+MLWGaW1Gh3L6m2RUFB2aeA+ztTuPpfjSm7kXj6V40nu5F4+leEuPjsX36UDMhz4n2yLPHERseisbvrzQZEpZTfy3H9x1KITB/MfN3xImDpjk6xYSdt/f1WDO0ncmCyBJSAOHH9iExIR7VB0xFzKXU+3FK+tKYuhcdc92LxtP9aEzdi8bTNbdkTTlZXbRoUXNhD5DrCaxs2LDBNFq3sAwV+38MHz4cQ4YMwdatW3H+/Hl7NgKxaXqFChXMhYEA+uKLL1x+buu1s8wYAxbXG1ixMOjDYAEDFFfrBeLqY/7xxx+IiIhIt8dMDQNXgwYNwocffmi2/QsvvODS/f/991+sX7/e6ToGQcgxA+l6t1eBAgVMcInZKwzAsfxYSiXLWN6NWSoM0Fn7CbOTuA25vx04cACZ3Yadl7Hqnwj4+XiaKDUPrnHxidh9LBoVi9j67jBd8JtVFxEbbzuw8kI7DkUhe6AnCoa4dzrgnUTj6X40pu5F4+leNJ7uRePpXnJXa4i8te5HQky0yWbgJLyHlxeyl6yEi7ttGfMsK1X8oe7w9PYxE/C8UHCZuxAdes7+d+EmHZC9ZGXzGHyshNgYBJeqZpqfX9i96ZauZ2aiMXUvOua6F42n+9GYuheNp2vu2DAS+4nMmjXLBFGSYrN3BluYfcCJezYzf/rpp03GiXVhjxT2amFWB8uG3UrMvGCpK5YpYwkvlvW6USy1xgbvXFdmf7AM1s3y8ssvm8AFS7Q9+aTtLB9XMLPolVdeMZkjFmtcS5UqlS7bi9krDMgwGMPfmTGVFHurMNDnuJ/wMnXqVBPIyUyN7VPz08YwDJ990jSysjAqfelyAprcZcv2ORcWj2GfnTIHY8uZ0Dh8/+cl3Fc1yGR8ye1B4+l+NKbuRePpXjSe7kXj6V7Ym6Pmyx+ahueW4i26wzdrDhxbtdj87Zcjj+nZkbt6Y/sy/jnzokjTjji+Zqn9ugpPDEX5LoOdHp+lpmLCLuLM5t8zZH1EY+pudMx1LxpP96MxdS8azzugLFh6aNy4MWrVqmVKULEEGIMJzEjYvn27meRnvw6WimLWCvuP9OjRwzRJd8RlVq1aZZZhn5Zbhb1J7rnnHrzzzjumXJm3940PCx+DQYiJEyeaLI2r9T9h3xJmuTgKDg5OU/8bbjuW5mKAhePBoEfSINe1dOrUyZTdYtYRx+To0aOmfw4DQuynkx7biyW9xo4di9OnT2PmzJnJbmfGCrcB94Okz8n+PFw3ruuLL754QyXb7nQdGwXj61WhGPLpCdPgaueRaExccAYt7s6KWmUDzDKVivqheqksGDn3FAa1zw1vT+C9RWfh7elhr70otweNp/vRmLoXjad70Xi6F42ne9m3eAZKtOqFWkM/wYFlsxBcqgoq9xmNw798hTNbbN+TLuzaiDPb1qDGgCnYOnUwEuPjULn3m+bnjpkj7Y+155spqDFwKkL378DZf9ahSJMOKHp/Z2wc3xexEZdu4VpmLhpT96JjrnvReLofjal70XhmkuAKMw/Y+JwT5Z9//rnpqcGG6CVLljQN5h999FHExMSYrAj2HUkaWCFO0FesWNFkJDD4ciujapz8X7NmjQkWpBeWy+K6XesxP/30U3NxxGACm9Nfy3fffWd+cvvz4ohl29q2bXvNx2B5tc8++8wES7g8y8ZxzBjISK/txfJt7NFy8uRJUyIsKfZaYXYKAz0p6d69uwnkMfOldevWyKzKFPTDh/0LYuLCM3jm/WMIyeaNPg/lQp8WuezL8H00+ZkCGPPVaYyYc8ps13vKBWBy39wokCvzpAXeCTSe7kdj6l40nu5F4+leNJ7u5dKBHVg9uDUq9xmFemO/RdT5k/hv9hj8N+dKGWpaO6w9qvWfgJoDp3GAcXrzb9g+rD0unz5iX4aNzr38sqBUu2dRvusrCDuyC+tefxxHfvnqFqxZ5qUxdS865roXjaf70Zi6F42nazwSufYikmESVz18q1+C3CCP+kvsv2s873waT/ei8XQ/GlP3ovF03/GcX/+OPW9P/q/DqitlmjWe7jemOube+fQ/1L1oPN2LxtO9x9Qte66IiIiIiIiIiIiIiIjcCrfl6Sg1a9Y0/VNSkytXLqxYsSLdnm/z5s2mLNjVsP8He3ZI2p06dco0j7+aypUrY/bs2Rn2mkRERERERERERERE3DK4wsbhV6tW5uXlla7PV6FCBXz77bdXXYZ9QMQ1ISEh19yufn5+GfZ6RERERERERERERETcNrjCBucZiRP8RYsWzdDnzAwYBNN2FRERERERERERERF3o54rIiIiIiIiIiIiIiIiLlBwRURERERERERERERExAUKroiIiIiIiIiIiIiIiLhAwRUREREREREREREREREXKLgiIiIiIiIiIiIiIiLiAgVXREREREREREREREREXKDgioiIiIiIiIiIiIiIiAsUXBEREREREREREREREXGBgisiIiIiIiIiIiIiIiIu8EhMTEx05Q4iIiIiIiIiIiIiIiKZmTJXREREREREREREREREXKDgioiIiIiIiIiIiIiIiAu8XVlYRG5cnzJ+t/olyA2avjva/vv8+jqM3uk6rIqz/37kqeBb+lrkxhWecdH+e+LWvrf0tUj68Kg61f67xvTOp/F0LxpP96LxdD8aU/cdzwuD893S1yI3LsfbJ+2/T6nhc0tfi9y4fhtj7b/reOt+x9yrUeaKiIiIiIiIiIiIiIiICxRcERERERERERERERERcYGCKyIiIiIiIiIiIiIiIi5QcEVERERERERERERERMQFCq6IiIiIiIiIiIiIiIi4QMEVERERERERERERERERFyi4IiIiIiIiIiIiIiIi4gIFV0RERERERERERERERFyg4IqIiIiIiIiIiIiIiIgLvF1ZWK7ffffdh2PHjuGVV15B9+7dk90+fPhwfPXVV+jXrx9q1aqFJ554wun2wMBAVKxYEQMGDEC1atWcbrt8+TI+/fRT/PDDDzh69CiCgoJQtWpV9O3b19zHkpiYiDlz5mDBggU4cOAAfHx8UK5cOXTt2hUPPPCA02PGxcVh3rx5WLx4sVnWz88PFSpUwFNPPYXatWs7LRsfH29e+8KFC7Fv3z54eXmhVKlSePTRR9GuXTt4eHgk2w6O+Nh58+bFQw89hOeeew6enraYH1/Xn3/+meo2XbduHXLmzIm0uHTpEqZOnYqff/4Zp0+fNtuoZs2aZhtxvZJas2YNevTogaZNm+KDDz5AZsGxqv9YLzTs3AchhYsj7PwZbF2xFEsnv4GoiDCzTO4iJdFh6DsoVbMuEuLjsPGHhVj4zlD77eQXEIi2g0bjrvsfgV9AEPb8vRpfjx6EUwd225fxD8yKh/q9iruatUa2kLw4e+QAfv9iBv74YobZVyV9ZcldEM0/24o1Q9vhzJbf7dfnr/MQKnQbhuCSlREdehZHf1uAfz4ejrjIiCv3DSmAKn3fRr57msPTyxvndqzH9hmv4cKujVeewMMDZR97ESVaP4WA3IUQceIA9i6ahr0Lp2b0qmYaXsEFkO/1dTg79XFE715tv96/cnNka/kyfAtVRHz4OURuXIzQxW8hMfrKmHoF50f2dm/Av1JTeHh6IXr/Xwj99k3EHtri9By+xWsie9sR8C1W3dw/6p9fcHHBa0gIO5uh65oZnDwXhVYDNmDKoCq4p2IO+/UrN57F1G8OYNfhcOTI6oMHaufBcx1LIND/yke4U+ejMG7OXqzecg5xCYmoViY7XuhYEpVLZnN6jtVbz+G9L/dh75EI5Mrui87NC6FHqyJO/6clfWg83YvG0/1oTN2LxtO9aDzdi0f2/Mj24m+ImN0dcfvX2q/3KdcM/k1fgle+8ki8fB4x25Yi8ue3gZjLV+6bLR8CWgyHd9nG8PD0RtzhvxH541jEH9t65Qm8/RD8xl54ePk4PS+/u1wcXjJjVtLdeXigYtveqNz+aWQrWByR50/jwO9LsWH6SMT+fx4oe6GSqDdgPArcVc/ME+1dsQBrJw+x304+WQJx73NjUPK+NvAJCMLxTauweuJAXDx0ZZ6IqnTqjyqP9UVQ7oI4f3AnNkwdjkNrfszw1c4sdMy9ccpcyUAMZvz000/Jrmcgg5P+SXeqr7/+GqtXr8Yff/yBL7/8EsWLF0fPnj1NcMBy/vx5E8D48ccf0b9/fyxZsgTTpk2Dv78/OnfujA0bNtiXnTx5MmbMmIE+ffrg+++/N495zz334IUXXsC3335rXy46OtoEd2bNmmUCHIsWLTK/lyxZ0gSGli5dal82NjYWzzzzjHnsRx55xCzLQAuDNWPHjsWzzz5rgi+OGLTgelkX3qd169bmdc+cOdNp2QcffNBpWcdLjhxX3vTXwte4efNmjB492owBtwO39+OPP24CQkkxUMTt/dtvv+HUqVPILO7vPQAdh7+H7b//gGnPtsfyme+i9iOPo8+Ur8ztWbJmx0uzf0TWkDyYNbgXFk14DTUfao+nJn3u9Dg9J8xG9QfaYtH4YZg1uAeC8xbAS7N/QkC2YPsyvSfNQ522XbHi00mY+kw7bFv5PTq+9i4efOaVDF9vd5clTyE0mPgDfLNe2f5UsH5r1BuzCHGR4Vg3oiO2vP8S8lRvhIbvLYeHl5dZxicwGxp/8Dvy1myCfz4ajrXDOiDi+AE0nrISOcvfbX+sav3Go+qz43Dq7xVYPaQN9iyYgordh6Pqs+9k+PpmBl45CiL3CwvhGZDd6fos1Voi5NkvzJeJszO64+JXQ+BXtgFyv7QY8LSNqUeWbMjz8o/wL98Il74dhbMfPoH4s4eQZ9AyE0Sx+BSpitwDliIxKgJnp3XBxQWvw79iY4T0nZfh6+vuTpyNQs9RmxF2Oc7p+uV/nkbfcVsR4O+F916shCFPlsb6HRfQ/Y3NiItPMMvwPp1f24h128/j+Y4lMXlAZRTKnQVdR2zEtr2h9sfasjsUz4zdihIFAvH+wCpoVT8fxs/bi48WH8rw9XV3Gk/3ovF0PxpT96LxdC8aT/fikb0Asvb8Cp5ZnL+z+FR8EIHdPjPfWSLmPYXLS4fDu2Q9ZO39jf07C/yzIuszS+BdugGifnob4XN7IuH8YWR9ehG8Ct1lfyyvvOVMYCXii7649EEL+yVsRruMXl23Vb3bQDR8eRIOrV6GZQPaYfPcd1HuoS54cNx8c7tvUHY8Mv1nBOTMixUjemDdlGEofX8HPDD2C6fHuf+tOSjVtB3WTXkVK4Z3R1CegmgzfTn8HOYpqj3+Auq9MA47v5uDZYPa49LR/Xho4iLkr1Y3w9c7M9AxN30ocyUD3XvvvVi1ahVOnjyJfPny2a9fv349AgICkCVLFqflmZWRO3du8zszO1577TUT2GAgpkuXLub6kSNHmmAIAxrZsl2JDI4fPx5PPvkkXn/9dRNIYTbI559/boIMLVq0sC9XunRpk5ny2WefmeAITZo0Cbt27cJ3332H/Pnz25d99dVXER4ejlGjRpkMFGbTTJ8+HX///Te++eYblChRwr4sAzHMwOnQoYMJmDDjxcJ1tdaL+DszdpilsmzZMvTu3dt+G4NEjstej927d5vXyCCOlaVSsGBBTJw40WSmzJ8/H0OGDHHKclm+fDneeOMNs64McvH1uTsGm5r3HohVX32Mbye8Zq7bufZXRFw8h97vzUPRStVRvm4TBAbnwqg2tRFx4ZxZ5sLJY3ju4yUoWf1e7Nu0DiWq3YOqTVpicq+HseMPWzBxz19r8Navu0xGzA8fvo3CFaqhUoPmmP5cJ2z6caHtudatREC2HGjeawCWTR1zC7eEG/HwQLEHuqJq33Hm96Qq9hiOS4f+w6qBLZAQF2uuO7N1NVp8uRvFWzyJ/UtnovhD3RFUoDh+6dsA57bbzjRiAMU3OATV+k/Ar30bwDd7LpRq+yz2L/0YmybY3iun/gIunz6KuqMXmuvDDu/K4JV3Ux4eCKjdCcHt3+QfyW7O1uoVxJ3chTOT2gHxtjGN3rMO+d/ajMA6jyNi9WwE1u0C75CiOPV2c8TsswXgo//7DZ5BuRDcYTROj7NlMga3ewOxR7bh7NROTH001yVGhSH4sTHwylUU8efc58PQrZKQkIhv/zhhzvZJKWNvytcHULJgID56tRp8vW3nw9QsF4z7+6/DwpUn0KFpQSz49TiOnYnC52/UQPVyti8mdavkwoWwGIz5bA++eLOmue79r/ejfPGsGNffltFav1ouxMUlYvqig3iiRWH4+/7/i6xcN42ne9F4uh+NqXvReLoXjaeb8fCAb/UOyPLQ8BS/s/g3HYiEM3sQ/kkn+3eWuAPrkf3lDfCt2RExf86DX81O8MpZBJemtkL8ob9sy+z5Ax6BuRDQaiTCpj1srvMqUBGJ8bGI2f4dEB+TwSuaCXh4oHq3Qfhn4UcmaEJH//wVURfP4YGxnyNP+RooXLsJ/LPnwleP1zLXU/ipo3j4/e+Qr2odnNy6Fvkq10bxhq2wpH9LHF5rmyc6vnk1nli6B5XaP42Nn4yFl58/avYaaoI3f3882izDZR/9dBXu7j0MS5598BZuCPeiY276UuZKBqpSpQoKFChgskwcMaDADI1rpUN5e3vD19fX/vfZs2dNEIBZJo6BFeJjMTjw3nvv2R+XARYGcqKiopyWHTZsGN5//317JgrLhrVt29YpsGJhlstHH31kgh4JCQmmzBiXdQysWBjIYEYKl+Gy18LyYFzH9GaVGfv999+dDhrMJJo7d65T4IcYVOJ2aNCgARo3bmwCR0mzb9yRf1A2bFj8Of5c+qXT9Sf32ybFcxcpgQr1mmHv32vsgRX6d/VyRIZfQqWGtgnZCvWbISoi3FxvCb9wFnv+WmVfhv748mMTUEn6XP5BWZE1V56btp6ZSXDJKqgxYCoO/jQXG0Y9mez2rEXL4+Sfy+2BFYq+cBphh/5D/nttQdisRcsh+tJ5e2DFcmbTbwipXAc+QcHIWrgMPL29cXzNd07LnN60Ep5eXqacmKQPn4KVkLPLRFxe9yXOf9In+e35yyBqx6/2LymUEHYGcSd3w7+KbRx88pVBfMQFe2DFEr1rFfxK1YZHQHZ4BuaAX9l6CP9tpj2wQpGbl+LEK5UUWEknTLF+/aNdaN0gH8b1u1LG07L/aATqVs1p/0BLIcF+KFEoAL9vspVm23csAtkDve0faC1M6d68KxSh4bGIiU3AnzsuoGkt55MVmtfOg4jIeGzcefGmrWNmovF0LxpP96MxdS8aT/ei8XQvXvkqIKDN24jZ9DUivuqf/PY8pRG7e6XTd5bE8LOIP70HPuWa2pdJuHzBHlixxO1bA+9iteDx/2wYrwKVkHB6rwIrN4lvYDbsWjYPu390nie6cNA2T5StUAkUqX2/CZRYgRU6sn45YsIvoVhd2xxQkXubIeZyuLneEnXxLI5v+gPF6tqCJvkq1YJ/thzYv3Kx03Pt+3URCtVsZIIvkj50zE1fCq5kMAZRHIMrMTExWLFihek3cjXMTmFQg0GK+++/31z333//mUn/6tWvlHFxVLRoUZQtW9YeXGE5sJUrV6Ju3bqmhBizVZihkitXLhQqVMgsc+TIEVy8eDHVx2QGDYNE7KvCjJerLWtl67CMGR83NdwGLEvGPicMxqQ39n9hpg0DTQyWDB061JT9YrmvwoULm/V3xOASs26YOcQsnxMnTpjyYO4uMiwUX416yWSfOKrW1HZGyPE9/yJ/yXI4dXCP0+2JCQk4e/Qg8hYvY/7mMuyfwusdnT60D/lK2JY58u8WzBv+LC6HXkjyXK1w6dxphJ8/c1PWMbO5fOowlnUqi61TBiI+6krtWktM6FkE5i3idJ2HlzcC8hZBYIHi/1/mHHwCspogiqPAgrb6tVyOvVooIF9Rp2WC/r8MM18kfcSfP4ITr1bHxa9fRWJMZLLbE8LPwStXYecrvbzhlbMQvEOK2Zfx9A8yQRRH3rlt48TlfApVMr1Y2FslZ88ZKDj5CApOPoqc3T+0f5GRG5c/xB8/T74XQ7qVgb9f8jN2grP54PgZ5xMiYuMSTPr2kdO261n/NiIq3nx4dXT4lG3/OHo6EkdORSI2LhHF8gc4LVMkny1j9sDx5McHcZ3G071oPN2PxtS9aDzdi8bTvSRcPIbQd+5F5HevA7HJv7Owx4pnsG0Oys7TG57BBeGZ0/adMiHiPDz8gpJ99/DMZbvdM4fte6x3/opITIhDUM8vEfzmfmQf8R8C2o5jVODmrWAmEhMeilXvvGiyTxyVaGSbJzq//1/kKF4OFw8nnye6dPwggova5oC4zKVjyeeJQo/sQ3Axa5ny5ufFw849WEKP7jMnc7Kvi6QPHXPTl4IrtyC4smXLFnsfDwYUOImfUlP1li1b4q677jIN7NmgfsKECSbLIk8e21n9oaG2GnbZs6dtootlwhigYeCAPUvYf+Thhx82jef37t3r8mNay16t94l1G3vDWFhKjOtlXRis4XUsO8YeKI5YBs1xWesyaNAguGLKlCkYMWKEycZZvHixKQPWsGFDvPjii6bUmWMJsX/++cce7KpXrx6Cg4NN2bXMqFiVu9H8qUHY+st3JrjCnitR4ZeSLRcdEYYsQbbsqSxB2REVkfIy/oHOGVaO7nuiH8rWboSfZoxXQ/t0EhN2AZFnjqV6+4HvZ6FQo7Yo13kQ/IJDEJCnMO5+5SP4BGaHt7/tw+ihn+eZD0B1Rs1HtmIV4BOUHUWadULxFt3M7Vwu/MgeU06sYo8Rpo8L+7QEl66GuwfPQHx0FLz+/1hy4xIuX0T8xeOp3h6+Zi4Cqj+MrM2fN2W+GFTJ+cQUeGbJBk8/2weaiA3zmQeMkD6z4Z2/nPnCElCrvSkbRh6+Aea+lKPbFCTGROHs1Mdx8ZvXkKXKA8jd3/msJbl+wUE+yJcr9TOw2jUugOV/nsFH3x7E+UsxOH42CsM+/A9hl+MRGW3LqHy4QT5T9e/5idux50g4LkXEYumqk1j02wlzO5ezaugGZXHODg3MYvsgHX7Z/bMzM4LG071oPN2PxtS9aDzdi8bTvSRGXkRiqG27pyT6ry/gW7kl/Br2M2W+PIILIuDRd+Hhn9V8F6GYzQs4Q4/ALh/DM29ZePhng2+1tvCt0dHcbi3nlb8CvEKKI/bfnxD+SWdE/ToJvlXbIKjHvBRLY8uNy1upFmo8+bJpan9+3w7Tc4VZKknFXA6D7//nicwyKcwTxUSEmewY2zK2n0mX4zLm9qvMJ4lrdMxNX+q5ksEqVapksiXYVJ3lvFgSLLWsFTZdZ6YIRUREmJ4k7KVC7EvCoAwxe4RZKmnBUle8sOzV9u3bTSbLvHnz0KtXL9PLxfExr8UKnISF2Q50VwvAWI9LHTt2RNeuXU3Wzbp160zQ6IEHHkgWWCFmnAwcODDZ9ezb4gpm2nTu3NlcGExhD5YffvjBBFo4kc+sFitrheXCrOwg63eWBjt27Jjp1ZJZsIfKs9MXmayUz4bY+uB4eKQej7XOQPDwvMoyiSmXh2vU5Rm0H/oO/l72tWlwLxljx6cjTaZKxV4jUeWZMYiPjcGBpR/j2OolyFbMdtbIpYP/YfUrj6DmoGl4YM42c935nX/jn5mvo/oLk+wZMWtf62CWqTt6gT2ws23aK6jQfTjio93jbIQ7waWlY+Hh6Y3srV9FcLuRSIyLQfiqzxC5ZRm8C5Q1y8Sd2IUzH3REzi6TkH/kenNdzMHNCF0yGjk6jUNizGV4eNtKUMYe3ooLc54zv0fv/AMJkaEI6f0J/Co0RvS/zmX9JP31a18c8fGJmPzVfkz4fB98vDzQvkkBNKkZgr1HI8wypQoFYdrgqhg+YydaDbCVeqtYIiv6dyiBtz7dbc5EYjr21VzlsC3pSOPpXjSe7kdj6l40nu5F4+leolaMN99Zstz/MgJaDDPfWaL/nGcCJF55bFkMCad3I3zWEwhoOx7ZX/rdXBd3dCuilr+DgNZvIZEZMR4eCP+sGxIiziHh1C5775bEsNMI7DQV3mUaI27Xr7d0Xd0Ne6i0fO9bXDp+AL+M7HXtOaC0zBNZy1xlvslxObn5dMx1jYIrt7A02GOPPYZffvnFNExPCfuzWOW6iNktzDBhg3gGVxio4eT/pk2bTGZLUgxcsPTXm2++iXPnzpmG9swOYW8T3o/lvHipUaOGKRnGEmEVK1ZESEiIeUzHxveWffv24a233jKZH+yzwmbzf/31lz0YkRQDQlzGcT2YFWMFg/gYgYGBGDx4sAmYODazJ96W1sBRahg04nbr27ev+TsoKAiNGjUyFwZ9vvzSdhY2A05LliwxP+vUqWO/P4MvLMfGxvfMdMkMarZ4FN3GfmxKgE3u2QoRF22ZR5HhofALzJpseWakXDx13F5eLGtInhR7uvA2RyxZ127wWDTr8QI2LPkCswb3vGnrJMklxsdj+/ShJsgSVKAEIs8eR2x4KBq/v9IERyyn/lqO7zuUQmB+W1mpiBMHTcN7igk7b+/VsmZoO5PZkiWkAMKP7UNiQjyqD5iKmEvO5d/kJkqIR+iikQhdOhbeuYsh/uJJJEaGIvfAZUiIuBI0Z2DkxNAqpjE9sYcKG92bh4i4iIQoW0Zf5DbnHmFR//xifvoWrqLgSgbw9vLEgMdLmQ+3R05HIk8OP2QL9EGXERuRPcjHvly9qrnwy5Q6pqEgFcqTxTQYtM5Kss4uioiynTlkCY+0XZ81QB8HM4LG071oPN2PxtS9aDzdi8bTzSTEI/LHtxC5YrwpA5Z46SQSoy4hqM8iJERe+c4St+d3XHr7bnsJsIQLh+Fbs5P5PfHyRdMbMm6/c7kqit25wp7VouBK+inVrD2avj7TlABb0v8hRIWet5cO801hnoiZJhGnj9mXCciZN/kyQdnMbbZlbBkrvgFZER12ZT+wMlas5eTm0zHXNW4SI7rzgisMXjBLglksJUumvW4gJ/qtkklsYt+8eXPMnj3bqbQVMRjw4Ycfmr4oDJYQS1sxmJNU1qxZzSQ3e4+w+TvLhLEnCXuNJPXxxx+bjBdmcDAbhKXGmNXBoEtSe/bsMb1UunTpYpZNzSOPPGIyVyZNmmQCPOnt5MmTmDp1aorrw21o9VxhXxWWL2P5ML5u68LsljJlypjxiotzPiC4o2Y9XkTPiXOwf/N6jO/cBJfOnLTfdurAbuQp6ry/8gyEkELFcGLfTvsy/Nvq9WPJXbSkfRny8vHBU5O/MIGVn2e+i08GPomEePdICbxT5K7WEHlr3Y+EmGiTocLAioeXF7KXrISLuzebZVgqrPhD3eHp7WOCKrxQcJm7EB16zv534SYdkL1kZfMYfKyE2BgEl6pmGtpf2L3plq5nZuJXph78K9wHxEWbDBUGVuDpBd+CFUwWCrFUWGDdrnwTmqCK1Zzep0gVxIefN3/HnbYd0z28/Zwen5lOlBjrXH9Vbo4NOy5g1ZZz8PP1MmcG8QNtXHwCdh8OR8Xiti8wTNH+5tfjiI1PNB9meaEdB8KQPcgbBXP7o0jeLPDy9MDhk841rw+ftGWVlSio0n0ZQePpXjSe7kdj6l40nu5F4+levEvUgXeZRuY7CzNUGFjhdxavfOURf8xWLYGlwnzv7mS+szCowgt5Faxs+rHwb4+seeFb63GzrBMfW7mjxIgrDdblxtzV9UU0Hz0XJ7evx8LejXH57JV5oguHdiN74eTzRNkKFMOFA7Y5oAsHd5u/k5ZqYx8V+zKHbPOB2QuXcl6mcEnEx0Qj9Nj+m7Z+4kzHXNcouHILlC9f3mRjsBzW1RrZc6L/zJkz5sLAADNcmFnBPikWZnwwcNGpUycsX77cNI5nyStmabC3C/uqcJK7XLly5n7MXGHfFWZyHDx40GTQsMF7mzZtTKYMPf300yhWrJgpocXgwuHDh7Ft2zaTrcK/mQljleXq0aOHKTPGkl4sL3bo0CFz4e8MqtSuXTtZNkpKhg8fbrJUhg0bZgJDlqioKPs2SHqJiYlJ0/Zu27YtihQpYkqRcftxG+3cudO8RpZee/bZZ81yDJ6wJwszihhMcbx0797dPOeKFbYzINxV/cd64dFXxmLjD99gcq9Wyfqr/Lt6BUrfXR9BOWwBO6pQrxn8g7Ka26xl2H+lQv0r2UxcvnTNevhvzZXt9+TYj1GtWWvMf2sgFrz9Soasnzhjv5WaL39onzCn4i26wzdrDhxbtdj87Zcjj+nDkrt6Y/sy/jnzokjTjji+Zqn9ugpPDEX5LoOdHr9Mh+cRE3YRZzbb0rjl5stS42HkeGKSaWJvYUaKZ2AwIrd8b/72zBqCnN3eh3/Z+vZlPLPlQcDdjyJq6w/mbwZm4s4eQsDdbZ0fv6otozF6z7oMWqPM7af1pzF8+n+meaBlwcoTuBQRhya1cpu/z4XGmPq3G/65kiF25mI0vl9zEvfVzG0+A/BDcc3ywfh5w2mnnlY/rz9jzhaqUkr1izOCxtO9aDzdj8bUvWg83YvG0734VG6JwHbjTRN7CzNSPAOCEbvDljnvGRiCwEffhXfJuvZlPIJyw7fqI4j972fbFV7eCGw3AX73dHV6fN+qrZEYH4e4A7ZSRXJjKrbtjbovjMOe5V9jSb+HkvVXObJ+OQpUbwD/4CvzRIVrNzPZLIfXr7AvwyyVIvdemSfi8gWq18fh9cvN3ye3rUPM5XCUbOL8HbTkfW1wbNMf5gROyRg65rrGPfJv7tDslWnTpqVYesvSvn17++8s48VsEQYzrGAAsbk9y1UxSPDOO++YLA1mY7DcFzNVGFSxjBkzxpQSYyYGn5vlrxjk4fN062ZrTk1ZsmTB3Llz8cknn5hAzPHjx+Hv72/Kks2ZMwc1a9a0L8tMF2acMOjC53v33XfNG6Z06dKmVwqzYJJmMKSE2SMM3jBYxEwcZsQQ+6LwkhI+LzNeroVlwFgSjev8wQcfmEAVA1IMcnGbNW3aFGfPnsWqVavQv3//FLNsWrZsiYkTJ5oSYml5zjtRtpC86DD0HZw9chAr505DkQp3Od1+5vB+/P75DDTu2hcvzFqG76aMQmBwLrQbNBrbf//RZLrQnr9XY9f639Bz/CwseGcoIi6eQ8v+ryEy7KK5P1Vt0gq1WnXElhVLsX/LBhSvWsvpuY78uwVx+sd50+1bPAMlWvVCraGf4MCyWQguVQWV+4zG4V++wpktf5hlLuzaiDPb1qDGgCnYOnWw+ZBaufeb5ueOmSPtj7XnmymoMXAqQvfvwNl/1qFIkw4oen9nbBzfF7EpNK6TmyPi908RVK8bcj45FRFr5sKnUGUEtx2By38tQPTuNWaZ2ENbEL13HXI8PhEXFww3Yxn8yDAgIQ6hS8fYH4sN7HM9NQu5en+C8NWfwSd/OWR/ZBgub1yM2CO2M8rk5urYrCC+/uUYhkz91zQV3HkoHBPn7UWLOnlQq4Kt71mlEllRvWx2jPx4JwZ1KQ1vLw+89+U+85P1bi3PtCuG7m9uxgvv/oN2jfNj865QzFx6CAM6l0IWv9SzSyX9aDzdi8bT/WhM3YvG071oPN1L9PrZ8Kv1OAI6TELMX1/Aq0BFZHngVcRs/RZxB2wnccUf22qCIwGPvI3IZW+Y7ypZmg+xlRRb/o5ZJvHiMUT/9QX8G/QFYqMQd+hveBe/B/6Nn0P0uk+QcFaZDjcqIFde1BswHpeOHcD2+dOQu1x1p9tDj+7D9q+no8pjz6L11B/x10dvwj97LtR5bgwOrv7BBEzo+ObVOPr3b7h/1GysnTwEUaHnUOup4eZkzH++mW6WiYuKxJY5E3F372FIiIvBia3rUKH1k8hdvjoWPdX0lqx/ZqVjrms8Eh1DRyJy0/Up41xm53ZRp103dBtjC36kZNbgXli3aA4KlK6ADq9OQMm7aiMqIswESL55ezCiI66UpgvIFoz2Q8ahatOHTQBu76Z1+Hr0IFMyjJ4cNxP3PmLr75CSoY3L4NwxW6mi29H03dH23+fX975jSoA1fv8XrOzfBGe2XMkkyVuzKSr3GYVsxSog6vxJHPxhDv6bM8ZMuFuYvVKt/wTku7uZSeM9vfk3bJ8xDOFH9jg9R+lH+6NUu2eRJVd+hB3ZhZ2fT8CRX77C7a7DqivreuSpYNxJJcDyDPwOp8e3RPTu1VeuL98IwW1GmAb2CaGnEbHuC1z6YQLgMKaeWXMjuMNo+Fe8jx8FEL1rFUIXvWEvB2bxr9wc2Vq+DN9CFZEQcQERG75G6OJRQNztG/wsPONKfd7ErbZeW3dK6nW3kZvw2YjquKei7QMrrdl2DhM/34d9RyMQEuyLRxrmR582xeDjfSX5+OzFaIz5bA/WbDtvTnDg/V/sVArFC9iyTC3L/zyN9+cfwIHjEcib0w+dmxdCj1Y31tcsI3hUnXrHjanGM3UaT43n7UBjmjKNp3uN5506phrPtI3nhcH5cKeUAMvaZyHCprd16o/iXbqBCah45SmNhLAziNk0H1G/TjJBFItHUAgCWr4B7zINzXcW3j/yx9HOQRMvX/g37Avf6o/CM7gQEkJPIPrPeYj+4wPTk+V2luPtK6W1ptS40sfidlL+4SfRZMRHqd6+4vWe2Ll0NnKWrIj6AyYgX9V7ERsRhv2/LcGa915G7OUr80R+WYNR76XxKN7oYVM27MSWtVg9cSAuHrLNExkeHqjZ4xVUbNsLWYJz4/yB/7B+6nAcXvsTbnf9Nsbeccdb0jE3bcfcq1FwRSSD3a7BFXHv4Iq4X3BF3Cu4Iu41MSSp03i6F42ne9F4uh+NqXu5E4MrcmcHV8T9gyty48EVzQrKHevUqVPXLNFVuXJlU2ZMRERERERERERERCS9KLgid6yQkBDT6+Vq/PyUJSIiIiIiIiIiIiIi6UvBFbljsfF80aK3f40+EREREREREREREXEvV7rQiIiIiIiIiIiIiIiIyDUpuCIiIiIiIiIiIiIiIuICBVdERERERERERERERERcoOCKiIiIiIiIiIiIiIiICxRcERERERERERERERERcYGCKyIiIiIiIiIiIiIiIi5QcEVERERERERERERERMQFCq6IiIiIiIiIiIiIiIi4QMEVERERERERERERERERF3gkJiYmunIHERERERERERERERGRzEyZKyIiIiIiIiIiIiIiIi5QcEVERERERERERERERMQF3q4sLCI3rk8Zv1v9EuQGTd8dbf99fn0dRu90HVbF2X8/8lTwLX0tcuMKz7ho/z1xa99b+lokfXhUnWr/XWN659N4uheNp3vReLofjan7jueFwflu6WuRG5fj7ZP236fU8Lmlr0VuXL+Nsfbfdbx1v2Pu1ShzRURERERERERERERExAUKroiIiIiIiIiIiIiIiLhAwRUREREREREREREREREXKLgiIiIiIiIiIiIiIiLiAgVXREREREREREREREREXKDgioiIiIiIiIiIiIiIiAsUXBEREREREREREREREXGBgisiIiIiIiIiIiIiIiIuUHBFRERERERERERERETEBd6uLCwi7s3DwwP1H+uFhp37IKRwcYSdP4OtK5Zi6eQ3EBURZpbJXaQkOgx9B6Vq1kVCfBw2/rAQC98Zar+d/AIC0XbQaNx1/yPwCwjCnr9X4+vRg3DqwG77Mv6BWfFQv1dxV7PWyBaSF2ePHMDvX8zAH1/MQGJi4i1Zf3eWJXdBNP9sK9YMbYczW363X5+/zkOo0G0YgktWRnToWRz9bQH++Xg44iIjrtw3pACq9H0b+e5pDk8vb5zbsR7bZ7yGC7s2XnkCDw+UfexFlGj9FAJyF0LEiQPYu2ga9i6cmtGrmml4BRdAvtfX4ezUxxG9e7X9ev/KzZGt5cvwLVQR8eHnELlxMUIXv4XE6Ctj6hWcH9nbvQH/Sk3h4emF6P1/IfTbNxF7aIvTc/gWr4nsbUfAt1h1c/+of37BxQWvISHsbIaua2Zw8lwUWg3YgCmDquCeijns16/ceBZTvzmAXYfDkSOrDx6onQfPdSyBQP8rH+FOnY/CuDl7sXrLOcQlJKJamex4oWNJVC6Zzek5Vm89h/e+3Ie9RyKQK7svOjcvhB6tiphjv6Qvjad70Xi6H42pe9F4uheNp3vxyJ4f2V78DRGzuyNu/1r79T7lmsG/6UvwylceiZfPI2bbUkT+/DYQc/nKfbPlQ0CL4fAu2xgent6IO/w3In8ci/hjW688gbcfgt/YCw8vH6fn5XeXi8NLZsxKujsPD1Rs2xuV2z+NbAWLI/L8aRz4fSk2TB+J2P/PA2UvVBL1BoxHgbvqmXmivSsWYO3kIfbbySdLIO59bgxK3tcGPgFBOL5pFVZPHIiLh67ME1GVTv1R5bG+CMpdEOcP7sSGqcNxaM2PGb7amYWOuRmcuXLfffehbNmy+PTTT1O8ffjw4eb2999/Hxs2bDC/O16qV6+Orl27YssW58kbunz5Mj744AO0bNkS1apVQ7169fDss89ix44dTstx0nX27Nlo3bo1qlSpgho1auDxxx/Hjz8mf6PFxcXhs88+Q9u2bXHXXXehdu3a6NGjB9avX59s2fj4eHz++ed49NFHzbI1a9ZEx44d8c033ySb6LW2g+OFr6VZs2Z47733kJCQYF+W65t0WcfL+fPn07z9L126hLFjx5rnr1Spklmffv364d9//01x+TVr1pjn4Ha8HhxHx9davnx51KpVC927dzfjm9ScOXNw//33o3LlynjooYewYMECp9utx/n5559TfL6ePXua2xcuXGi/btmyZWjVqpXZvk2bNsVHH33kNB6u7JNk7ZdHjx5Ndb3PnTuHQYMGme3LfeGpp57Cvn370rDF7nz39x6AjsPfw/bff8C0Z9tj+cx3UfuRx9Fnylfm9ixZs+Ol2T8ia0gezBrcC4smvIaaD7XHU5M+d3qcnhNmo/oDbbFo/DDMGtwDwXkL4KXZPyEgW7B9md6T5qFO265Y8ekkTH2mHbat/B4dX3sXDz7zSoavt7vLkqcQGkz8Ab5Zr2x/Kli/NeqNWYS4yHCsG9ERW95/CXmqN0LD95bDw8vLLOMTmA2NP/gdeWs2wT8fDcfaYR0QcfwAGk9ZiZzl77Y/VrV+41H12XE49fcKrB7SBnsWTEHF7sNR9dl3Mnx9MwOvHAWR+4WF8AzI7nR9lmotEfLsF+bLxNkZ3XHxqyHwK9sAuV9aDHjaxtQjSzbkeflH+JdvhEvfjsLZD59A/NlDyDNomQmiWHyKVEXuAUuRGBWBs9O64OKC1+FfsTFC+s7L8PV1dyfORqHnqM0IuxzndP3yP0+j77itCPD3wnsvVsKQJ0tj/Y4L6P7GZsTF2z5r8D6dX9uIddvP4/mOJTF5QGUUyp0FXUdsxLa9ofbH2rI7FM+M3YoSBQLx/sAqaFU/H8bP24uPFh/K8PV1dxpP96LxdD8aU/ei8XQvGk/34pG9ALL2/AqeWZy/s/hUfBCB3T4z31ki5j2Fy0uHw7tkPWTt/Y39Owv8syLrM0vgXboBon56G+FzeyLh/GFkfXoRvArdZX8sr7zlTGAl4ou+uPRBC/slbEa7jF5dt1W920A0fHkSDq1ehmUD2mHz3HdR7qEueHDcfHO7b1B2PDL9ZwTkzIsVI3pg3ZRhKH1/Bzww9gunx7n/rTko1bQd1k15FSuGd0dQnoJoM305/BzmKao9/gLqvTAOO7+bg2WD2uPS0f14aOIi5K9WN8PXOzPQMfcWZa74+Pjgp59+MhPsSQMZnDRPGnX6+uuvkT9/fhNwCA0Nxdy5c80k+g8//IA8efKYZRhgYIDE29sb/fv3N5P4XHbWrFno3LkzZsyYgXvuuccsO3nyZPOYQ4cONZP4UVFR5rFeeOEFE3h45JFHzHLR0dHmNZ44cQLPPfecmSTnspzw5/Xjxo0zk/YUGxtrAhDbtm0zwQoGdhhsWbVqlXnMX3/91UzOe/1/spEYpOHFMfDB18HlAgMD0bt3b/ttDz74IF599dUUt2eOHFeigtfyzDPPmO08evRoFC5c2AQBGGzgtmMQqGRJ56g8gxTFixfHb7/9hlOnTiFv3rxwVb58+cxjE7fJmTNnMG/ePLMNp02bhoYNG5rbvvrqK4wfPx6jRo0ywbF169bhtddeQ/bs2U1QJOn+wyCMowsXLiQL2HD7Dxw4EEOGDEGjRo3w33//YfDgwfD19UW3bt2ue5+8Fu4L3F+533EsJ02ahCeffNI8VpYsWeCuuJ2a9x6IVV99jG8nvGau27n2V0RcPIfe781D0UrVUb5uEwQG58KoNrURceGcWebCyWN47uMlKFn9XuzbtA4lqt2Dqk1aYnKvh7Hjj5/MMnv+WoO3ft1lMmJ++PBtFK5QDZUaNMf05zph04+2YNrOdSsRkC0HmvcagGVTx9zCLeFGPDxQ7IGuqNp3nPk9qYo9huPSof+wamALJMTFmuvObF2NFl/uRvEWT2L/0pko/lB3BBUojl/6NsC57bYzjRhA8Q0OQbX+E/Br3wbwzZ4Lpdo+i/1LP8amCf1sy/wFXD59FHVHLzTXhx3elcEr76Y8PBBQuxOC27/JP5LdnK3VK4g7uQtnJrUD4m1jGr1nHfK/tRmBdR5HxOrZCKzbBd4hRXHq7eaI2Wc77kb/9xs8g3IhuMNonB73gLkuuN0biD2yDWenduKZDea6xKgwBD82Bl65iiL+nPt8GLpVEhIS8e0fJ8zZPill7E35+gBKFgzER69Wg6+37XyYmuWCcX//dVi48gQ6NC2IBb8ex7EzUfj8jRqoXs72xaRulVy4EBaDMZ/twRdv1jTXvf/1fpQvnhXj+lc0f9evlgtxcYmYvuggnmhRGP6+Vz7jyPXReLoXjaf70Zi6F42ne9F4uhkPD/hW74AsDw1P8TuLf9OBSDizB+GfdLJ/Z4k7sB7ZX94A35odEfPnPPjV7ASvnEVwaWorxB/6y7bMnj/gEZgLAa1GImzaw+Y6rwIVkRgfi5jt3wHxMRm8opmAhweqdxuEfxZ+ZIImdPTPXxF18RweGPs58pSvgcK1m8A/ey589Xgtcz2FnzqKh9//Dvmq1sHJrWuRr3JtFG/YCkv6t8ThtbZ5ouObV+OJpXtQqf3T2PjJWHj5+aNmr6EmePP3x6PNMlz20U9X4e7ew7Dk2Qdv4YZwLzrm3uKeK/fee6/JPDl58qTT9cwGCQgIMIEURzlz5kTu3LnNxH6ZMmXMhDsnrh2zF0aOHGmCIZy0b968OYoUKWICJ5ys50T966+/bs8GYXZJr1690KJFCxNgKF26tAmeMIDBLBULJ8R37dpllm/Tpg2KFSuGcuXKmSAHAzAMAkRE2EqkTJ8+HX///bdZtkuXLmZZBio4oc4smT/++AMzZ850Wi+uK9fLunB5BmYYBGK2hSN/f3+nZR0vaZ343717t3mNI0aMMBkVBQsWNNkcEydORLZs2TB/vi1i7BjsWb58OZ5++mkTEGBA6nowoGS9VgZaOC4MODVo0MCMGwMYFBYWhgEDBpiAFcelQ4cOZryZPZN0/1m5cqUZb0fcHzjWjhjIYdYIs3/4mAzI1KlTJ8XHdGWfvBoG9bhtuX9w+3Jc+/bti9OnT2PPnj1wZ/5B2bBh8ef4c+mXTtef3G+bFM9dpAQq1GuGvX+vsQdW6N/VyxEZfgmVGtomZCvUb4aoiHBzvSX8wlns+WuVfRn648uPTUAl6XP5B2VF1ly2wKvcmOCSVVBjwFQc/GkuNox6MtntWYuWx8k/l9sDKxR94TTCDv2H/Pe2+P8y5RB96bw9sGI5s+k3hFSuA5+gYGQtXAae3t44vuY7p2VOb1oJTy8vU05M0odPwUrI2WUiLq/7Euc/6ZP89vxlELXjV/uXFEoIO4O4k7vhX8U2Dj75yiA+4oI9sGKJ3rUKfqVqwyMgOzwDc8CvbD2E/zbTHlihyM1LceKVSgqspBOmWL/+0S60bpAP4/rZPmw62n80AnWr5rR/oKWQYD+UKBSA3zfZSrPtOxaB7IHe9g+0FqZ0b94VitDwWMTEJuDPHRfQtFZup2Wa186DiMh4bNx58aatY2ai8XQvGk/3ozF1LxpP96LxdC9e+SogoM3biNn0NSK+6p/89jylEbt7pdN3lsTws4g/vQc+5Zral0m4fMEeWLHE7VsD72K14PH/bBivApWQcHqvAis3iW9gNuxaNg+7f3SeJ7pw0DZPlK1QCRSpfb8JlFiBFTqyfjliwi+hWF3bHFCRe5sh5nK4ud4SdfEsjm/6A8Xq2oIm+SrVgn+2HNi/crHTc+37dREK1Wxkgi+SPnTMvcXBFU44FyhQIFkZLgYUGOC4VrCA2SnMPLCcPXvWBAGeeOIJEyRwxMd64403TKkt63E9PT3NpDmzUBwNGzbMXvqJmSjMUGE5sJQm1pnlwowPBj0YtGE5Ky5bokSJZMtWqFDBlCDjMo7lvlLj5+dn1jG9cb3p999/d4oqMmuD2UAMQjj67rvvzHZgEKRx48Ym+4SZJ+mFmSPHjh2zl3hjwItjSHxe7g8spVW3rnPqHjNQuB2ZleKIyzNg5ohjwrEi3mft2rX466+/kj3mje6TjphpM2HCBBMYsrKqmEHFwFKpUqXgziLDQvHVqJdM9omjak1tZ4Qc3/Mv8pcsh1MHnYNMiQkJOHv0IPIWt20zLsP+Kbze0elD+5CvhG2ZI/9uwbzhz+Jy6IUkz9UKl86dRvj5MzdlHTOby6cOY1mnstg6ZSDio67UrrXEhJ5FYN4iTtd5eHkjIG8RBBYo/v9lzsEnIKsJojgKLGjLlONy7NVCAfmKOi0T9P9lmPki6SP+/BGceLU6Ln79KhJjIpPdnhB+Dl65Cjtf6eUNr5yF4B1SzL6Mp3+QCaI48s5tGycu51OokunFwt4qOXvOQMHJR1Bw8lHk7P6h/YuM3Lj8If74efK9GNKtDPz9kp+xE5zNB8fPOH/eiY1LMOnbR07brmf924ioePPh1dHhU7b94+jpSBw5FYnYuEQUyx/gtEyRfLZszAPHkx8fxHUaT/ei8XQ/GlP3ovF0LxpP95Jw8RhC37kXkd+9DsQm/87CHiuewYWcr/T0hmdwQXjmtH2nTIg4Dw+/oGTfPTxz2W73zGH7HuudvyISE+IQ1PNLBL+5H9lH/IeAtuMYFbh5K5iJxISHYtU7L5rsE0clGtnmic7v/xc5ipfDxcPJ54kuHT+I4KK2OSAuc+lY8nmi0CP7EFzMWqa8+XnxsHMPltCj+8zJnOzrIulDx9xbHFwhTlg7TmTHxMRgxYoVps/G1TBbgUENTpRbZaFY6omT/uzHkpKiRYuaHhnWBHmfPn1M5gMn2FlCjNkqzFDJlSsXChWyHZyPHDmCixcvpvqYzKLhhDyzMg4cOHDVZa3MCGYu8HFTw23w7bffmqwKBmPSGyf22V+EgSYGS1gWjWW/WO6LWR1cf0cMLrE/CjOHGLRgeTSWB0svHBPauXOn0/XMruG2ffHFF00WS5MmTZxuZxYNAywsoeYYYNu0aRMeeOBKVoOj48ePm4wZlv3iz06dOqXbPnk1zLLi2H///fd46623TBZMZlOsyt1o/tQgbP3lOxNcYc+VqPBLyZaLjghDliBbcDRLUHZERaS8jH+gcwDV0X1P9EPZ2o3w04zxamifTmLCLiDyzLFUbz/w/SwUatQW5ToPgl9wCALyFMbdr3wEn8Ds8Pa3fRg99PM88wGozqj5yFasAnyCsqNIs04o3sJWmo/LhR/ZY8qJVewxwvRxYZ+W4NLVcPfgGYiPjoLX/x9LblzC5YuIv3g81dvD18xFQPWHkbX586bMF4MqOZ+YAs8s2eDpZzuGRWyYz4g1QvrMhnf+cuYLS0Ct9qZsGHn4Bpj7Uo5uU5AYE4WzUx/HxW9eQ5YqDyB3f+ezluT6BQf5IF+u1M/Aate4AJb/eQYffXsQ5y/F4PjZKAz78D+EXY5HZLTthImHG+QzVf+en7gde46E41JELJauOolFv50wt3M5q4ZuUBbnkz8Cs9g+SIdfTr+TLzIzjad70Xi6H42pe9F4uheNp3tJjLyIxFDbdk9J9F9fwLdyS/g17GfKfHkEF0TAo+/Cwz+r+S5CMZsXcIYegV0+hmfesvDwzwbfam3hW6Ojud1azit/BXiFFEfsvz8h/JPOiPp1EnyrtkFQj3kplsaWG5e3Ui3UePJl09T+/L4dpucKs1SSirkcBt//zxOZZVKYJ4qJCDPZMbZlbD+TLsdlzO1XmU8S1+iYm76uK8WCE9ksk2X18WBAgZP4zPJIig3qGRjhZCmzTfiTfTSsfissw2RlDKQFS3Uxw+SLL77A6tWr7eXFrHJVDEK48pjWslfrfWLdxiwGBnusUmKffPKJfZnIyEjT34Rlx9gnxtHSpUtNT5Ck2IvknXfS3ux5ypQpprcJH2/x4sUmgMJty/F48803ERQUZC8h9s8//5jriD1kgoODzX2TBjuuV9asWe3lwBxxGyxatAjbt283vWG47dgc3hFfL/uoMADCLCYGRaxAUEqY0cSyZocOHTLlul5++WUTZLrefdKV7JzHHnvMlKtjHxaWjatYMXm6nLtiD5Vnpy8yWSmfDbH1EPLwSD0ea52B4OF5lWUSU87+atTlGbQf+g7+Xva1aXAvGWPHpyNNpkrFXiNR5ZkxiI+NwYGlH+PY6iXIVsx21silg/9h9SuPoOagaXhgzjZz3fmdf+Ofma+j+guT7Bkxa1/rYJapO3qBPbCzbdorqNB9OOKj3eNshDvBpaVj4eHpjeytX0Vwu5FIjItB+KrPELllGbwL2ILicSd24cwHHZGzyyTkH7neXBdzcDNCl4xGjk7jkBhzGR7etgzT2MNbcWHOc+b36J1/ICEyFCG9P4FfhcaI/te5rJ+kv37tiyM+PhGTv9qPCZ/vg4+XB9o3KYAmNUOw96ittGmpQkGYNrgqhs/YiVYDbKXeKpbIiv4dSuCtT3ebM5GYjn01VzlsSzrSeLoXjaf70Zi6F42ne9F4upeoFePNd5Ys97+MgBbDzHeW6D/nmQCJVx5bFkPC6d0In/UEAtqOR/aXfjfXxR3diqjl7yCg9VtIZEaMhwfCP+uGhIhzSDi1y967JTHsNAI7TYV3mcaI2/XrLV1Xd8MeKi3f+xaXjh/ALyN7XXsOKC3zRNYyV5lvclxObj4dczMguFKpUiWTLcGAAUtBsfxSahkCbApuNVJnj5M///zT9FIhNn23JtSZPWIFLq6Fpa54YfkpTuIzk4UT4CxNxWCL42NeixU4SRokSCkA4zj537FjR9MLhFk3bN7OUlLMvGBz+aSYccKAUlKuZkIw04aBG17Cw8NNlggzQBhoYdDKCjgw6MJyYVZ2kPU7S4OxlBd7itwoa3slLeXGDBpe2N+GwSgGhJ5//nmnUnANGzY0r5elwRjs4f7z6KOPpvpcDBoxSMILtzd7uzBg47geruyTaWWVAWPWytatW035tTFjMkej9ZotHkW3sR+bEmCTe7ZCxMXz5vrI8FD4BdoCa46YkXLx1HF7ebGsIXlS7OnC2xwxONhu8Fg06/ECNiz5ArMG97xp6yTJJcbHY/v0oSbIElSgBCLPHkdseCgav7/SBEcsp/5aju87lEJgfltZqYgTB03De4oJO2/v1bJmaDuT2ZIlpADCj+1DYkI8qg+YiphLzuXf5CZKiEfoopEIXToW3rmLIf7iSSRGhiL3wGVIiLjyP5GBkRNDq5jG9MQeKmx0bx4i4iISosLN75HbnMstRv3zi/npW7iKgisZwNvLEwMeL2U+3B45HYk8OfyQLdAHXUZsRPYgH/ty9armwi9T6piGglQoTxbTYNA6K8k6uygiynbmkCU80nZ91oD0L2cqyWk83YvG0/1oTN2LxtO9aDzdTEI8In98C5ErxpsyYImXTiIx6hKC+ixCQuSV7yxxe37HpbfvtpcAS7hwGL41bZVMEi9fNL0h4/Y7l6ui2J0r7FktCq6kn1LN2qPp6zNNCbAl/R9CVOh5e+kw3xTmiZhpEnH6mH2ZgJx5ky8TlM3cZlvGlrHiG5AV0WFX9gMrY8VaTm4+HXNdc90xIqsME0t9/fLLL8n6ZVjYC4NBE144Oc7MEzaUtxrEc1Kck/8sC5USBi7YlJ3NzVmCavjw4fZm6Lwfy3lxsp2N3Vn6iiXCOMkeEhKS6mOyF0iPHj1Mg/IiRYqYZu3s5ZEaBoS4jFV2zMqK4Toxi4YBFb6uqVOnmrJnSQUGBtq3geOFj5lWDBrx8R0DDiyv9fbbb5tyWezFQgw4LVmyxPxk83crKMHACsuxJW18f7127NhhfpYvbzu7/Y8//sDevXuTlQ5jdkrSIBd73TDgxP2HTej5WM2aNUv2HAwebdu2LdljEsu0Xe8+eTUMCLEMWFxcnFO/GwZaUnpOd9Ssx4voOXEO9m9ej/Gdm+DSmZP2204d2I08RZ3rXPIMhJBCxXBi3077Mvw7aa+b3EVL2pchLx8fPDX5CxNY+Xnmu/hk4JNISMe+QHJtuas1RN5a9yMhJtpkqDCw4uHlhewlK+Hi7s1mGZYKK/5Qd3h6+5igCi8UXOYuRIees/9duEkHZC9Z2TwGHyshNgbBpaqZhvYXdqd8LJb051emHvwr3AfERZsMFQZW4OkF34IVTBYKsVRYYN2ufBOaoIrVnN6nSBXEh583f8ed3meu8/D2c3p8ZjpRYqxz/VW5OTbsuIBVW87Bz9fLnBnED7Rx8QnYfTgcFYvbvsAwRfubX48jNj7RfJjlhXYcCEP2IG8UzO2PInmzwMvTA4dPOte8PnzSllVWoqBK92UEjad70Xi6H42pe9F4uheNp3vxLlEH3mUame8szFBhYIXfWbzylUf8MdscEEuF+d7dyXxnYVCFF/IqWNn0Y+HfHlnzwrfW42ZZJz62ckeJEVcarMuNuavri2g+ei5Obl+Phb0b4/LZK/NEFw7tRvbCyeeJshUohgsHbHNAFw7uNn8nLdXGPir2ZQ7Zso+yF3bud8zHjo+JRuix/Tdt/cSZjrkZGFxh8IJZEgxmlCyZ9sZCzFqweiow86F58+aYPXu2ycZwxGDAhx9+aPqiMFhCLG3FifOUylRxMpdZE5wMZyYEe5Iw4JLUxx9/bDJemPnAbBAGfBh8YNAlKQZg2EulS5cuZtnUMGDEzJVJkyaZAE96YxCCwZWU1ofb0Oq5wr4qDBCMGDHCvG7rwuwWNmnneDkGDq4XM4U47nfddZf5m1kzjsEfYrYHy5FZY5d0//n1119NiTP2z7HKjDniPsHSYkkf09vbG8WKFUvXfdKx/8tLL71kgnoWBqr+/fff63q8O039x3rh0VfGYuMP32Byr1bJ+qv8u3oFSt9dH0E5roxphXrN4B+U1dxmLcP+KxXq2zKniMuXrlkP/62xLUNPjv0Y1Zq1xvy3BmLB269kyPqJM/Zbqfnyh/YJcyreojt8s+bAsVWLzd9+OfKYPiy5qze2L+OfMy+KNO2I42uW2q+r8MRQlO8y2Onxy3R4HjFhF3Fmsy34KzdflhoPI8cTk0wTewszUjwDgxG55Xvzt2fWEOTs9j78y9a3L+OZLQ8C7n4UUVtt/bAYmIk7ewgBd7d1fvyqtqB19J4rx0i5eX5afxrDp/9nmgdaFqw8gUsRcWhSy3aCxrnQGFP/dsM/VzLEzlyMxvdrTuK+mrnNZyN+KK5ZPhg/bzjt1NPq5/VnzNlCVUqpfnFG0Hi6F42n+9GYuheNp3vReLoXn8otEdhuvGlib2FGimdAMGJ32DLnPQNDEPjou/AuWde+jEdQbvhWfQSx/9naA/A7T2C7CfC7p6vT4/tWbY3E+DjEHbCVKpIbU7Ftb9R9YRz2LP8aS/o9lKy/ypH1y1GgegP4B1+ZJypcu5nJZjm8foV9GWapFLn3yjwRly9QvT4Or19u/j65bR1iLoejZBPn76Al72uDY5v+MCdwSsbQMdc1151/w4wFZl+wHBabzKeGE/1+frYzXzmpzz4pzKxgWS3L4MGDTakrNip/7rnnTEkp9s5gEGTLli2mtwkHhdc//PDDpq8Jy1uxsTsn2pnR8u6776JNmzYmU4aY7cKyU3xclqVihgszKNirhcEGLm+V5WIWC4MtzEDp37+/6VFCfK2TJ09G7dq1TQmza2H2yvr16zFs2DATBGKQh9hrhpk3KWEGjGPJrNS0bdsWX375pSlFxm3EoAbLrG3cuNGUXuNzEwML+fPnN71CkgaDmOHCXids9J5a8/ikWIbLeu0MdnFcuG7ctuw7Y2UnsCQbgxLczvXr18eGDRtMdhL7o1jbwRGX4RuLwbM33ngjxedm0ItBLY4V158BDvaoYdmvlHrkpHWfJGYq7d/vHPXmfRmAYsk59nbhhePD9bx06ZJ5Pe4sW0hedBj6Ds4eOYiVc6ehSAVb4Mxy5vB+/P75DDTu2hcvzFqG76aMQmBwLrQbNBrbf//RZLrQnr9XY9f639Bz/CwseGcoIi6eQ8v+ryEy7KK5P1Vt0gq1WnXElhVLsX/LBhSvWsvpuY78uwVx+sd50+1bPAMlWvVCraGf4MCyWQguVQWV+4zG4V++wpktf5hlLuzaiDPb1qDGgCnYOnWw+ZBaufeb5ueOmSPtj7XnmymoMXAqQvfvwNl/1qFIkw4oen9nbBzfF7EpNK6TmyPi908RVK8bcj45FRFr5sKnUGUEtx2By38tQPTuNWaZ2ENbEL13HXI8PhEXFww3Yxn8yDAgIQ6hS6+UPmQD+1xPzUKu3p8gfPVn8MlfDtkfGYbLGxcj9ohzVqHcHB2bFcTXvxzDkKn/mqaCOw+FY+K8vWhRJw9qVbD9H6xUIiuql82OkR/vxKAupeHt5YH3vtxnfrLereWZdsXQ/c3NeOHdf9CucX5s3hWKmUsPYUDnUsjil/rJI5J+NJ7uRePpfjSm7kXj6V40nu4lev1s+NV6HAEdJiHmry/gVaAisjzwKmK2fou4A7aTuOKPbTXBkYBH3kbksjfMd5UszYfYSoott/UuTrx4DNF/fQH/Bn2B2CjEHfob3sXvgX/j5xC97hMknFWmw40KyJUX9QaMx6VjB7B9/jTkLlfd6fbQo/uw/evpqPLYs2g99Uf89dGb8M+eC3WeG4ODq38wARM6vnk1jv79G+4fNRtrJw9BVOg51HpquDkZ859vpptl4qIisWXORNzdexgS4mJwYus6VGj9JHKXr45FTzW9JeufWemY6xqPRMfQ0TWwlBMDGAxAWNkK06ZNM5kkVsksaxk2KOckuCOW8WK2CCf22SDcMajAIAyDBMxmYJYGszE4Ud+3b18TVLEwQMOsCWZiHDx40GQVcFKcmSNsQM7nsFy+fNkEZtiX5Pjx46YcFUtkPfPMM6hZs2ay9WPQhYEDZqtws5QuXRrt2rUzWTCOJY6Sboekj8FgEYMYnIxnMIRlxVLDTJe0BjoYHOL2ZnYKM1gYPGFAgcGhpk2bmqwL9jPh62JwKSmW6OJrZ4mrWbNmXfP53n//fdMzxcIgCYMNHFsGU6pUqeK0PMeEZdHYeJ5BLi7Tvn17p5Je7FnCQAmxb8ry5cuxdu1ae6Ar6TIM4nA/Y8kx9rxhUI6BLitg48o+yWUY9Em6X1r69etnlmE/GQZoGITi79xXXnnlFbM/pIc+ZZzL7Nwu6rTrhm5jbMGPlMwa3AvrFs1BgdIV0OHVCSh5V21ERYSZAMk3bw9GdMSVzLOAbMFoP2QcqjZ92IzV3k3r8PXoQaZkGD05bibufcTW3yElQxuXwbljtlJFt6Ppu22lCWl+/TujRiRLgDV+/xes7N8EZ7ZcySTJW7MpKvcZhWzFKiDq/Ekc/GEO/pszxky4W5i9Uq3/BOS7u5lJ4z29+TdsnzEM4Uf2OD1H6Uf7o1S7Z5ElV36EHdmFnZ9PwJFfvsLtrsOqK+t65Klg3EklwPIM/A6nx7dE9O7VV64v3wjBbUaYBvYJoacRse4LXPphAuAwpp5ZcyO4w2j4V7yPHwUQvWsVQhe9YS8HZvGv3BzZWr4M30IVkRBxAREbvkbo4lFA3O0b/Cw840opysStfXEnpV53G7kJn42ojnsqXjmBYM22c5j4+T7sOxqBkGBfPNIwP/q0KQYf7ysnLpy9GI0xn+3Bmm3nzecX3v/FTqVQvIBzb7flf57G+/MP4MDxCOTN6YfOzQuhR6u09bu7lTyqTr3jxlTjmTqNp8bzdqAxTZnG073G804dU41n2sbzwuB8uFNKgGXtsxBh09s69UfxLt3ABFS88pRGQtgZxGyaj6hfJ5kgisUjKAQBLd+Ad5mG5jsL7x/542jnoImXL/wb9oVv9UfhGVwICaEnEP3nPET/8YHpyXI7y/H2ldJaU2pcmcu8nZR/+Ek0GZG8/YFlxes9sXPpbOQsWRH1B0xAvqr3IjYiDPt/W4I1772M2MtX5on8sgaj3kvjUbzRw6Zs2Ikta7F64kBcPGSbJzI8PFCzxyuo2LYXsgTnxvkD/2H91OE4vPYn3O76bYy94463pGNu2o656RZcERH3Da6IewdXxP2CK+JewRVxr4khSZ3G071oPN2LxtP9aEzdy50YXJE7O7gi7h9ckRsPrlx3zxUREREREREREREREZHMSKdc32LsYXKtsmCVK1c2zd3Ty7Jly0zfmqthfxb2dhEREREREREREREREWcKrtxiISEhpk/L1fj5pW8ZKfZludZzsueNiIiIiIiIiIiIiIgkp+DKLcam9EWLZmwTn8DAQHMRERERERERERERERHXqeeKiIiIiIiIiIiIiIiICxRcERERERERERERERERcYGCKyIiIiIiIiIiIiIiIi5QcEVERERERERERERERMQFCq6IiIiIiIiIiIiIiIi4QMEVERERERERERERERERFyi4IiIiIiIiIiIiIiIi4gIFV0RERERERERERERERFyg4IqIiIiIiIiIiIiIiIgLPBITExNduYOIiIiIiIiIiIiIiEhmpswVERERERERERERERERFyi4IiIiIiIiIiIiIiIi4gIFV0RERERERERERERERFyg4IqIiIiIiIiIiIiIiIgLFFwRERERERERERERERFxgYIrIiIiIiIiIiIiIiIiLlBwRURERERERERERERExAUKroiIiIiIiIiIiIiIiLhAwRUREREREREREREREREXKLgiIiIiIiIiIiIiIiLiAgVXREREREREREREREREXKDgioiIiIiIiIiIiIiIiAsUXBEREREREREREREREXGBtysLi0jmEx4ejrp16yIwMBC///47fHx87Le98sorOHbsGObMmZPsfu+//z4WLVqEX3/91fzdtWtX/Pnnn/bbvb29kSNHDtSuXRsvvPACChUqlEFrlHnFxcVh3rx5WLx4MQ4cOAA/Pz9UqFABTz31lBmHtI47aTzvjPHkOBUsWBBjx45Ndv+k79+kY+qoR48eGDx48E1eo8zratue1q1bh3HjxqX5eMux5d+OrPfovffeiyFDhiBnzpw3YU3EkpiYaMaAlz179phjav78+dGoUSPzHs2dO7dZrmzZsk734/u4aNGi6N69O9q2bZvqPuLh4YEsWbKgZMmS6NOnD5o1a5aBayeOx8+rHWctp06dwuTJk/HHH3/gwoULCA4ORp06ddCvXz8UKVIkQ1+7pI7vxzFjxpjfeZx0xM9BefLkQfPmzc3nnIiICDz00EPmPrNmzUr2WF9++SVef/11zJw503yekpvjvvvuMz+XLFmCoKCgq37OiY+Px1dffYWFCxdi37598PLyQqlSpfDoo4+iXbt25riadF9wPA7HxsbixRdfxKpVq/DBBx+gXr16GbaemUlaxpRj06RJk1Qfo1atWmbck34e4phny5YNd911F55//nmUK1fuJq6JJMUxnTt3Lnbv3m3ebyVKlED79u3RsWPHVD+/Ovrmm29QuXLlVOcgli1bhoEDB5r388iRI+HpqXPJb9VYWlasWGGOu//++y9CQ0MREhJiPv/wsys/7zq+7zmmjv9zuWzDhg3Ne1XfW24eV+YL0jLuXTPpPJGCKyJyVd9//z1y5cqFM2fOYPny5WjRosV1P9aDDz6IV1991fweHR2NI0eO4N133zUH4/nz56NAgQLp+MrFEbc3J+tOnDiB5557znypiIqKwoIFC8z1nLht1aqVS+Ou8bxzxjOtHMfUESdx5eZKbdsTP5C6ivsEgy4W7h+bN2/GG2+8gYsXL+Kjjz66odcrqUtISDCT5n///TeefvppDB8+3ASqGWSZNm2a+dLPyQMeY2no0KH2Y+zly5exevVqDBs2zHyRZDAmpX2EwRtO7n788cfmGMAvrlWqVLlFayxXExMTgyeeeALFihUzARZO0B8/ftz83qlTJyxdulSTBrcpvhcdJ9Z5DOX7lf+D+b5+7bXXzGQ7J/w4Qe8YTHvnnXfQuXNnBVYyACd++LmH/99Sw/F79tlnsW3bNnN8ZmCEwRYGSjihxJMT+D+Tk++pndDy0ksvYc2aNZgxYwbuueeem7hGcq0x5ckKju9Py08//YQ333zT6YQDx89D3A/42Xn69Onm+MuTlHhiktx8PE6+9dZb5nNMjRo1zOcYvp9GjRqFs2fPmvdlSp9f0/p5mIGVQYMGmXHlZyjHYKncmrHk35wT6NWrl/lfyRNLOF/w6aefms/C/OzKk4QcT+bjxfrewgl8/i/t0qWLWTZr1qy3bJ0l7eOeWeeJFFwRkaviZG39+vXNRADPwruR4Iq/v7/9bF1i1LpSpUpo2bIlJk6ciPHjx6fTq5akJk2ahF27duG7774zX0gs/KfHM6r5T5FnjHACMK3jrvG8/cfTVUnHVDJOem97nvGV9PEKFy6Mw4cPmy+tYWFh+pJyk/Asdmb88ctDxYoV7dfziwQn5Hi2O89mf/nll831HAfHseKZfJzo49nVjsGVlPaRESNGmAkFHgsUXLk98YvnwYMHzf6QPXt2cx3PEOSZ75x459gx+CK3n6TvN76H169fbwJiDK7ws9GPP/5oJoH5XuVZttb7kr9zok9uPv5v48TbAw88YM6ITgkn0xnw5uQQz7S1cGKPWQ4dOnQwx2VmFl4tsMKANieV5NaOKYNgSd+fPDOeE7G8j+MxNennIb6Pefx97LHHTCDmiy++uMlrI/T555+bCXXHQDTfiwxGz5492z4xm9Ln12vhcZjHW54xzzPt5daP5c8//2yyHaZOneqUZcb3H4+5DILxJBN+p7UEBAQ4jT2PA+XLlzefm3nsZYBGbv/3cGadJ1KenIikiinzW7duNV/+77//fmzYsMGUH0pPnFRiyj2zI3h2p6Q/nqXFYAm3s+NEvIXpmTyLnf8Eb3TcNZ6333iKJC07xbP5Ujs7V24Mz+JiuvzDDz/sFFix8H3JLyB8n15NWt+/TLUnX1/f63zFcrNZZUl+++03p+tZmoblFVq3bn2LXplcDx47Hd9vDKTwmDp69Gjz9w8//GDKvzHgoqzPjMHjLUteWieYpJRNyEk+fm5yDKxYmLnA9yGX4bIpBVZYnpNnWyuwcnuMaVI8YYSlg/i5mGdWXwsn8JlZtmnTJpPJIhnzv5DZfywN5YgBTQbSrhezlQYMGICePXsqsHIbjeVnn31mTihKqXwf/2cyqGL937waBmOYicaqGnJnv4ezuvk8kYIrIpIqnt3FMwgaNGhg/qnxgyizGNJbmTJlTOonz+yU9Mc0TJYBql69eoq3582b15zxbE223ui4azxvr/EUsSb9OYnALzsMmvI9Lunv6NGjppxJamdPW1kLqQVDOLHHUic8Q5pnh10Ne3fwiymPtxxTuT1xgpBn6zFTif06WAeekwQcv+LFi9uzWeT2xokABsjY54zlLiws78fyYBxTZpyxF0Tv3r1RtWrVW/p6MxNO1HFCnRM+b7/9drLbeYLQ1T43We/T06dPm89YFpYNY/8GTt6y75zG9PYZ06TYI4mljJmZm7RPy9W+r9DOnTtv+PXKtbE0FLOL+P2Sk7Esr8cyfZxw5f/C68HsCAY/q1WrZn7K7TGWDErzO8fVPgvz+6pVMSMt71Uem1kOV+7s93AZN54nUlkwEUkR/ynyjEqWFuIZtLywPvG3335rPrzw7Of0wrM3rbOOJP1ZZxekZQInPcZd43n7jCexfAknBlKaKEo60ZDSsjxLk6nYcnOlNk5NmzY1ZS5cxfInrFttYb1b9nVgGZtrZU3I9WPNYUraQ4O9V5gF6HgmnnUWHs98Z2kSa5w4ocdx52RfavsIl+GyDNQwwKKSYLcvBtJY158ZSyxdwhI0LK3ArCOWpeGkIE9ikNuP4zE0MjLSfAbiMTTpJB7LXDBjpX///mbiwLE0hmQMHgsZAGG5NgYxHZvNW5+brtavwbrt/Pnz9ibLLFnDbGFmtrC0DR9X5TRvjzF1xIwingnNz0qlS5dO8+Pr+0rGYrm2fPnymf+FPIGE5VOJ/cj4OcbKCkv6+dXC9yH/l1rYx47HYmZH8PHYOJ2fneTWjyXLefFkoaSfhdlDiT0HHTETIq3vVWaxpTUgI7fuPZxZj7sKrohIiniw5CQRa1xa+PvKlSvNF8hHHnnETAwkTZ+38HqrXMm1WAdX62Ar6cv6YMOz9tJj3K9F43n7jCcxUMYzL5NirdOkj5HSsiovljFSGycrw8TV4y3PlLfq2bLUHyfvy5UrZ8pmKGvl5rEm6JKmzDNbgWdqEUvP8Ax3CxvSW5knDHpywoCTRGy+zBJ/Ke0jTM3n2blXmyyU2wePozzLjxdmrPz555/mpAVOFLF0lHpz3J44RtZZ9AyssI9KalmhrAXPyT0GrxUsuzUYrGQAms2s2cvIYh0nrzaZYx2zHScDrXJiHHuWDWOG0nvvvXdT10HSNqaOE7MTJkwwJb5YSswV+r6S8ZhhwgvfW8wY4vdOllJlth8DZEk/vzpKeoIf/5fyfyfPpuf9WUKO9+Xkr9z6seT/zaTfM3niQbdu3exZR2ntu2G9V9OalSauceU75rXGPVeuXJn2uKuyYCKSIjbStf4J8kwRXnj2EFklonhQvHTpUqpfUtJ6Zv2OHTvMZB+j3pL+ePYIJwSYnpsSTrz26NHDTOilZdyvReN5+4wn8QwfnoWZ9JLSmT8pLcu0bbn5Uhsnqxmgq8dbTuZaj8FJeU7SsxEzz/JjiTC5ee9PjpljlgrxfWSNR9Kx4hcR6zaedcsz4zlRy74N1vs46T7C51Fg5c7w9ddfm0wVC8eNZ2FPmzbN/LTO/JOMxRNJdu3aZf/bOi46Bk+s91uRIkXMe/hq5TatExF0QsKtNWrUKDN5w/JsFo4fj8t//fVXqvdjwJPLsOmuhYEyHpN5f2aY8SSj+fPn3/R1kGuPqZVlxDHiiSMcH1fx+wqxYbbcXCdPnjQnmfCndYIIv2M+88wzmDVrlin3ZL0/HT+/Ol6SBk2Yfc/AClm9O3gCCjN75daPZeXKlc1x1RGD19Z4XmsSPul7lfMKylq5OdLyHdOV93BmnSdScEVEkjl37pz5ss+GUzxrz/HCGvA8S2j37t3m7BDWMeaH26Q2btxo/qleC9M7+bhMM9SZfjcH//k9+uijJnCSUtNGlnzavn27+UeXlnG/Go3n7TOeLKcg7uNGj7elSpUyXzrZM+Bm9M4SG06+PvHEE+Y4mFod97Q0z7UmelM7k0zuHHv37sWUKVNSbMrML7SuTDBI+pk5c6ZTea+UMhfkzsOSi2xqzf6BLC9kHZeffPJJcx1PQEmKQWwes7t06eIUQHP8vUOHDmjcuLGZxOV7Wm7tmPJ/JLMWmBHK8m2p9TFLDSfg2YC5Vq1aOokoA3B8eKIBS08nZZ3BzhPHXOF4Nj0Do8zQ5uQuS/jJrR9LHnPZQ3DVqlXX/VmYOJn/yy+/oFWrVjf4yiU1FStWxD///JOsyTz/Zk8VfsdMj/dwuJvPE6ksmIgkw4Mme28wva9EiRLJ6sazViYn5/hBl2dz8TqeZcvf2UyQZS7YdIxNBR3xAzBvJ9Yw3r9/v/kAxA/I6gFwc3GM+OGGafMsC8SzfZiqy9rv/Cf37rvvmvTctIw7ax+TxvP2Hk+VfrqzOL6fkuIZQ6wj7crxNiXcX5YtW2bS8JnNogmFm9vwkdubZaAaNWpkShkwOM3U+aTN6nlGrjX2DKZwom/SpEnmjDCr4a7c3k6dOmUyjZJi08/u3bub/jpdu3Y1pd54ljXLmXA/4Oet6dOn35LXnNmx0e4nn3xiPtvUrFnT9G3gBAFr/fPzkNy52rdvb/obcWIvf/785jpm9PLEk8cff9z0xrH6d3AZTs7Xrl3bfP69GjZY5wQf/wdzoj89+0+Ka2PK4yaPoWx2z0m6pJ+fGBizAqX8jmLdzu85x44dM+99NlTm52a5+TgW/GzEzzY8w52Tq/xcxEAlvzuybwqPw3xfOY5XUrwPS2mmhOVV27RpY7JC+X6+++67b/JaZU5pHUvihD0zG1gKjJm6PJnk0KFDJgOQmYAcJ0eXL1+2jz2/FzG7lKUYmVHIz1Jyc/CkTWafsHIJxytPnjzmOMmG9Qxi8nZ+F03ruGfWeSIFV0QkGZ4Rzy+dSSfYiRN6nOTjhADPguZEEf/pMR2bJRb4xZTNrDgJz2Ud8Z8oL8QDNc8y4WNNnDhRk3w3GT+Icqz4ZYLlgY4fP27Srjl5x3rS/GfIL4xpHXfSeN7e4yl3Fsf3U1L8IMsPsa4cb1PC+scsr8Ha8a+//rr5Aio3J7uM48TxXLBggWn8yHR7ntHF9ybH0fFLP8+EtkpacEKIXz55LOZZ9Rwzuf2tXbvWXJLixABLmfBsvw8++MCMM79sclK2atWqJntCE0C3Rv369c1JQgxM83jKQCaPiarp7h74v87xTGcel/m/lCegMGOBJ6Fwkodlv/i5lpNH1zre8tjMx+XkE0tU8f+o3JoxZWCF4/fyyy+nuCyzt63eZsy8t4JpVtCF739O5JcsWTID1yBz44QqSwFxYp0nBnHylVlJDz74IPr06WNfznG8kuJ49+zZM9XnYG8elqLie3rx4sUIDg6+KeuS2aV1LFlanGPJ7yk8uYQnlnBM2LOD/295opcjfq/lhRg0ZSCVpXIZHFdJsJuHx0T+X+T/SJ58wBM2OU4cO2aEWeWM0zrumXWeyCNRhbdFRERERERERERERETSTD1XREREREREREREREREXKDgioiIiIiIiIiIiIiIiAsUXBEREREREREREREREXGBgisiIiIiIiIiIiIiIiIuUHBFRERERERERERERETEBQquiIiIiIiIiIiIiIiIuEDBFRERERERERERERERERcouCIiIiIiIiIiIiIiIuICBVdERERERERERERERERcoOCKiIiIiIiIiIiIiIiICxRcERERERERERERERERcYGCKyIiIiIiIiIiIiIiIki7/wGHSPJFxHH5lQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "msm.check_availability(dfx, xcats=manuf, cids=cids_eqx, missing_recent=False)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "msm.check_availability(dfx, xcats=servi+consu, cids=cids_eqx, missing_recent=False)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABmQAAAC9CAYAAACtZhLwAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjEsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvc2/+5QAAAAlwSFlzAAAPYQAAD2EBqD+naQAAoNRJREFUeJzt3Qd0FFUbBuA3DQKhhN47ItJ7L1JFBZRfulhogkqVoggqKoIgIKB0REBEulIE6ShFUKkK0nsPEEiBkPqf966z2U0jgYSSvM85OUl2Z2dn5s7Mzt5vvu+6REREREBERERERERERERERESSjGvSzVpERERERERERERERERIARkREREREREREREREZEkpoCMiIiIiIiIiIiIiIhIElNARkREREREREREREREJIkpICMiIiIiIiIiIiIiIpLEFJARERERERERERERERFJYgrIiIiIiIiIiIiIiIiIJDEFZERERERERERERERERJKYAjIiIiIiIiIiIiIiIiJJTAEZEREREZF4OnToEIYNG4bnn38elSpVQunSpVG3bl106dIFc+fORVBQUJyvv3TpEgICAvAg3b59G+fOnXug7yk2ERER+Pbbb9GkSROzr1StWhWDBw9+2Iv1SDh69OjDXoRHTmIeq1999RWefPJJtGvXLt6vqV+/vnnNokWLkNS4nnwv/pw+fdr++NKlS81jderUwcOk86aIiIgkFQVkRERERETiYcKECWjRogW+++47E1jJly8fnnrqKbi6umLLli349NNPTcf7gQMHor02ODgY48ePxzPPPINr1649sGVesWKFec/ff//9gb2nRGIw5vPPP8fJkyeRLVs25MmTB3nz5kVKduXKFfTr188EMSWSjtVHh9pCREREkpJ7ks5dRERERCQZWLJkCSZOnIi0adNixIgRaNSoEdzc3OzPHz9+HO+//z727t2Lzp07Y9WqVcicObNTJ/SkSZMe+HJ/+eWXuHz58gN/X7FZvXq1+c2MqrFjxz7sxXkkbN26FStXrkSOHDke9qI8Uh6FY3XWrFkICQlB9uzZH9oy8NxatmxZeHh4pOi2EBERkeRLGTIiIiIiIncxZcoU83vgwIEmC8YxGENFihTB5MmTkSVLFvj6+mLOnDkPaUnlUcJ9gapUqfKwF0XkrvLnz2/OZenTp39oy8D35jJwWURERESSIwVkRERERETicPPmTZw5c8b8zTu3Y8OMmIYNG5q/9+/f/8CWTx5d4eHh5neqVKke9qKIiIiIiMgjwCWCI02KiIiIiEiMAgMDUaFCBfN3r1698Pbbb8c6rY+PjwngMFMmU6ZM5rFXXnkFf/zxR7RpmUXDQd4pNDTUlHH65ZdfzBg0N27cgLu7uykdxGk6duyIQoUKOb3emu+0adPwzz//4PvvvzfLyrFtnnjiCVM2LaoePXqgZ8+esS7//Pnz8dFHH8Hb29uUloqpbNDFixfN4N8uLi7YtGmTU+mp9evXY+HChfj777/h7+9vtgGzQzp16oSSJUvG+J4s58Zl37Ztmwl8cR28vLxQuHBhNG7cGO3bt4enp6d9eg603aBBA2TNmtUMAP7BBx9gx44dZpratWtjzJgxZjqO68P57tu3D35+fkiXLh2KFStmMpxatWqV4CAJ25XjB3EdOQg5gy25c+fG008/bdrHscxTbG3OMWQ2btwYr/fjfjBz5kz8+eefZn8oUKAAWrdujQ4dOqBu3bqmpNLatWvN49Yg7l9//bXZV3/44Ydo89u5cydeffVV8/fhw4ednruf/W/69OlmOmaIcVm5rblPsI26d+/uVLqPg7XHxHF5+Hruh7/++iuOHTuGgIAApEmTxmRM1KtXz6xDxowZnV5vzZfLvmbNGtNOnCfXoXTp0mafL1++PG7duoWpU6eaY4P7cYYMGVCrVi0zpk1MJdQ49hO3JafnsrCcV65cuUybszRh1NJe1jZm4Jb7Hpfjp59+MvsLj6USJUqY563ArWO73e1Y5bZetGgR9uzZg6tXr5o24/FVrlw5c4xUr17d6fV32x9iwuP6/PnzGDZsmDlG7nWdHLFNvvnmG+zatctkjHF/bdu2LerUqWN/jeN+zGN60KBBpj1+++23aPP766+/zPrs3r3bnG95XHMbvPbaa9G2Af3777+YN2+eeR2PGbYp253no5deesmcDxLaFpwPy7txH+X24jhi3D9Zbo3bgvOPqS26du1qlvWLL74wr+P+w32PJQ2DgoLMZwKPQY45xfblOY7tx/atWLFivNpQREREHn0aQ0ZEREREJA4MDrBTjB2A7Fg7e/as6cjjY1FLl3Hgdv44YhCAHcEMmhA7AlOnTm0vC8SOuDfeeMN0fFqd9nzNtWvXcOrUKfPDQabZGcrOz5jKqXHZ2CHIebIDu0aNGrh06ZJ5T3ZAsrOTQSJ2JseladOmZowcdsizszGmTtZly5aZYAQ7VK1ObHYevvfee2Y5ie/FTnIGT9jRz7FUOMYOgwmOOOYOOynZCc9twnVgJzpfx45n/mzYsMF0VEbd1lwvdopz+zAAdeHCBbPtiNN/9tln5m92ehYvXtx0BrNTmz/s9GSHatR5xubQoUNmORk8YucrSypxOY8ePWqCJhxjiPuGFWBj+3GbWNu/YMGCJjARdd+IDbfx4MGDTQCAnbtcP24TdpQz2JWY7nf/Y6c5Ayi8z4/ryeOFgbXZs2dj8+bNpoOdnebEY+b69etmnuzMZ7DEER9//fXXTbCE25f7A5eHndfs2OfPzz//bLY33ycq7rtz584125r7PDu2GehjoIiBI24/BlY4Ty4r24/bmvvZ8uXLTeDHwrbmdmGHPoOPDL4xUMnXc99hUILjQsXUUc524/7CQeEZNOH+wmXhNubP0KFD0a5dOzMtj0lul7iOVQYZGXglrhuDlTzOuV0YzODPJ598gjZt2iCpJGSdLNymPO75WgbRuB9zmbms91LGj+MwcTtwX2Nb8BzDfYWBYf5E3QYMxHz66afmfMX357bl/s5jifstfxg07Nu3b7zbguvP4AwDztyHixYtao71I0eOmPPE4sWLTdAvpuAj90OeL7gs3H4ce+ypp54y78X9nvshz0l8X+6L/Kzh+ZP7PNfDCpKJiIjIY44ZMiIiIiIiErsDBw5ElCtXLqJYsWL2nwoVKkR07do1YurUqRF79+6NCAsLi/X1Z8+etb/u1KlTTs9NmDDBPF61atWIffv2OT3H/2vWrGme79mzp9NzHTp0sM9z2rRp9sevXbtm/7tevXrm+YULF8Z7Xfv37x/j+1kaN25snl+1apX9sdGjR5vH6tSpE/Hbb7/ZHw8NDY2YM2dORIkSJSKefPLJiK1btzo917BhQ/O6t956K+LGjRv254KDg812tdZv06ZNMW7LKlWqRBw9etQ8fufOnQh/f/+ImzdvRpQuXdo8v3LlSqdl37JlS0SZMmVifC42nGetWrXMa9q0aRNx5swZ+3M+Pj4R3bp1M89VrFjR6TnH7b9kyZKI+Dp58qR9+T/++OOIoKAg+zYZO3as0z7ouC9Z+1Hbtm1jnO+OHTvsr0vs/e+NN96IuHz5sv259evXRzz11FPmuW+//dbpddwWfLx27drRltGaZ+vWrZ3mFx4eHvHjjz9GFC9e3Dw/d+5cp9c5bhPuNyEhIebxixcv2tuOr61fv77TOnJ/tJZz6dKlTu/Htubj7dq1izh+/Lj9OT8/v4hBgwbZt9mVK1di3MY8Xyxfvtzpda+99pp9v7WW8W7HqjVPLv/ixYudzjNcP2ubVa9e3em5u+0PMYlpGe51nXgslCpVyjw3YsQIc3xax73jsR11P45t/+DxysfZXrNmzTLzseY3adIk+3PHjh2zH0clS5Y0j/N5Hj8WX1/fiN69e5vnOI3juSeutjh37pz9c6B79+7m+HdcX2ufefrpp822idoW/Hn77bft28I6V8+bN888x3Pr+fPn7a/jsc9zgHV+sc4FIiIi8njTGDIiIiIiInfBzACWC3K8G553qDOLhHevs5QUSx99+eWXuH37doLmvX37dpN1wbI4ZcqUcXqO/1t3nfMO7Jjwbv8uXbrY/3csEXUvmP1DvOOcmStRM1qYxcC701mSilg+iRkDxIwBlg2z8G5vlrbi3d+8q33cuHH253g3OTNxWDqMmQuOZah45zmzE1h+La51Zykf3qFOnA8zMXjX/p07d8z8nnvuOafp2Uac7zPPPBNjObaY8C57ZkuwfBDvfLeWifjYhAkTTEYJ75hnttL9YnknLj/3tQ8//NBkDhGXl3fyN2vWDInpfvc/ZhBwGziW7+K+wQwqYvZWfHA/YsYKMRvAcX7MUHnxxRftWRVRS65ZuO+xfZldQzlz5kSLFi3M38ySYNaU4zrWrFnTfkwz+8bCrCxmK3AZZsyYYTJSLMxC43xYwotZV9a+HxXLGzq2FV83YMAA8zf3e+6n8cHSe2x7lsPiscm2snD9evfubf5mRhN/klJC1on7MTM/2GbMnrNKBPKcwDb63//+l6D3tkqJsXwey5NZ2W38/eabb5q2DAsLM5lLxMwoPseMRD7veLzz/PXuu++av5m9E9+24PHPbEce7+PHjzfHv4XnBT7PLDhm67G0W0z4vta2sM7VPBcSjxlmYll47HPb8bzF9uc2FhERkcefAjIiIiIiIvHAjn92zrPDj53XHJPCsZOPnaHskG/evLkpFxZfHA9h//79ZlyFmFhllFhqJyZcDnZYJxaW3WLnIjtTo45D8+OPP9pLm1mdiiz7w2m5fWIbJ+aFF14wv7meVqcxp2UJH/5Y4+044jytIE1sQa6YykXlzZvXdMhzzBd2ZlqdnRaOAcQAAseniQ9rzBcGBKKOXULcDgw6WdPe7xCd1vu1bNkyxufZIZ2Y7nf/47gdVtDIEUsyEQNV8cHObY4FxDF/2OEdFTvbrdJnsS0Lx3aJyipjx/WIqUyWFfjh2EUWjhNELNmXNm3aaK/h8cbj3ApcxoTj3cS2TShqsDM2/fv3N2XqOO5ITBzHV4ptuySWhKwTy9VRbIGXqOXN4sLxak6cOGH+jm0/ZZCM7WaVH3v55ZfNvsRz9t22W3yD6NY6cdljGoOK5wcroG3tQ44YrHEM6FpYPo9Y7ozLy7J+Fr4Pg1ssxxfTOEciIiLy+NEYMiIiIiIiCcCa//zhOALsyGMGwNatW81YFAw2cPwM3rW+YMGCeM+TgR0GEKwMFI4dwN8cv4KZA9Yd/jGJ77gk8cXOZmYVMGjBdbI6QBkg4VgwUTtZrawGBqFi62R1DFKwY5VZFY4do3zs4MGDZttx3TlOB7MgmCmS0HXnvJkxxOAYg2f84XTVqlUzd5rzLvSEZBFZd8/HFmxyfI4dqbyLPaYAU3zw7nurvWMKShDHw2EnLdsjsdzP/hdbJ7HV4c3xNRKCr+M4IwxCWPsDx9rgsnD7xLUszBiJad2srAjH7JKozzvuo1Y2EIMtUQN6UYMP3E58bdSgaEzbxTEIwABTfHHe/OHA9Dw2uE24bXiMMFhhiW27JJb4rhMDQxzbhThuTGz7MdcpPgFMax0ZHIspoEGxjY/F9mXAkW1qbTf+bQV4KD7LwIzIy5cvm79LlSp113NBTFk3jllfjjg2DIMxbNuPP/7YjIXDzxgGO5n1VblyZXvWl4iIiDz+9KkuIiIiInKPeNc9S+Xwh0EYDmDNAZjZsc0SSHF14jt29PHubg6czvI5jh2JfD075li2KDYxZSfcLwZcWCKIwSZ2YrITlJkb7LTnYNWO62VlQHA94lOeyvEuet7BzsHAGYxxxIBG3bp1zeMcgDs2jp3BjniXPDtNOcA7O7F9fHzM9uUPOzZZyozlwFhy6W64XhTXtFbmhpVpca8BGcdskpgyM4hlmDJkyGAPlNyv+93/4lv6LT7YSf7RRx/hjz/+iLZ9K1WqZErHxRYgiWubUUzBmLu1OYMKVmAhNgxCsM0d94H4bJf4ZlJxOmZIsByW47HDYEahQoVM9hkDpw9CfNeJ54m7tQmDijx/WkG2uFilury8vBK0vMzoY0lJHv9Rs+iYgbZw4cJ4z8sxgypqWzuynuN6RQ3UxXau5msYwJ85cyZWrlxpAlA89/GHbc8gc58+fUxpTBEREXn8KSAjIiIiIhIHdtyzlBKzRjgWQVzBAd7ZvHbtWvu4BPEJyLz11lvYuXOneX2HDh3M2BS8q7xAgQKmA5SdhnF1iCcF3m1eo0YNk/nDjnouo9XpG7UEkVXSiuOyMKsmvpj18Oqrr5q76VnujKV+eNc8SyBZd+IzOyeugExcOOYCf9i5zg5+/nDMH3b6L1++PN5jvrATmB3McZXecuyATminsSPHoI8VFIhJXKWpYuvoj60s06Oy/zG7jO/P3xxHg53PHLuJ47ewA50d2/369YszIJNYrH36gw8+MMv0ME2cOBFfffWV+ZuBRGZ48XjhduG+xgydBxWQiS9mI91tP+Z+Gt8sLyuo4xgUiU8whiULiVkmPBdwv+b5haXFeI5OSEDG8biO69i0zgVc5oSUkmRQhmP08IcBGR6T/GFJSB4T3Be5XeNbalFEREQeXQrIiIiIiIjEgWWz2EHGMQHiCshYnWrsuOMd3fEpi8VMGna6Ee+AZ1mtqBIyHk1iYoCEAZl169bh9ddfN4Nks4PeGjvDwrv0HUuXxRYMYAkqBnrY2c4sj9mzZ5vAAjuWWa7H6gR3ZJUISgjOk53UxAAP26R+/frmhx2006ZNM3fNsxwVgyx3y5Lh8nGAd2Y8sUM8Jv/884/5zY7ee82OsTpxGXxgEIoluhwHoLdwwPCYOoStQc5j6+RmdsmjvP8tWbLEdDyz05l/x3T83Mv+cC+4TzPwE9c+zcwZLg/36aQa24NBA2ZIWGMfsbP+UTk/xIWZIBy7h6XnYtuPGRiNbzk7a4wVZp3w2OAxEtWGDRswa9YslC5dGgMHDjT7szX208iRI+97u/E8wtKHzLbh8R7TOjmeC6xljg/u9wzg81zD/Z7BUP4wKMkgFAPXnC8DbwrIiIiIPP7in7ctIiIiIpICWQEIdogtXbo0zmkZwGAwhp3KzDSIqVySYwaDY/ZHTOMSMJDBEmgJHXPCYt2hfS8DzXNAc64Hy+bwTnIGpjhoetSOcpYWYzCAHawM2sSEHaUc+J7llaxMDXbWEu9YjykYw3kx+JDQdWfpH77PgAEDYlxvZv5Y4jNfayBzjkXjmAljYQDkhx9+sN+Jf7+sDleuR0zLF9vYRFYgiPtUTEEZBtaiSur9LybWsRC1baxlYcAupmAMx9dgACkxl+Vubb5q1SrTWR4Tlids06aNydpJDDEdq76+vvaSXrFl2y1atMj+d0LH60lKd9uPHZf7bniOYICHGKyLLSOGWXAcx8lxf4ptuzEIHNt2i+28yaAu8XiP6Rjj+YHnCWImU3x17twZL7/8slmHqBjgL1eu3APZ70VEROTBUEBGRERERCQOHB+G5bhoyJAhZryNqGW0GKxgRyHr/BN/O5a4cRxHwQoyEO+IdixN5DiGBzugu3btas/2iK3kVFys97WCHwnBMR6aNWtm/h4/fnyM5cqIHaUclJreeecdM9aM4yDj7HjleDTETkdrjAUrs4aBF47z4tg5ynEUOA5MfEp0RfXss8+aTB4O3D18+HCnMSrYWfvll1+avxkwcyytFJt27dqZDAiO2dKtWzczpo6FnfUcO4jvxfbu2bMn7lenTp1MQIIZOczosbJh2DnMbTljxowYX1exYkV7pzDX0epk5n7DjCCWPooqqfe/uPZJLqdjpo+1LMxMWbNmjf1xrjeXvUuXLvblS6xliQ0zoYoVK2bGbGFnuWOmDJeZ4x5t377ddNy/8cYbifKeMR2r3A+sfZRBTWssFWtf5nLwWLmX4ySpcbsxY4z78aBBg5z243nz5mHOnDnxnhe3M0vr0fTp081xYAVLGKRg1hsDjhwfitl8jvsTA0KOmVVcDpaA42ti226xnTd5PPA45/HO494xWMfzAs8PPE/wfPHaa6/Fe/0YQCaeJ6Mepzw3WiXpGPyOWvaRP1YQSkRERB4PKlkmIiIiInIXo0ePNp10vPuZHYn84Z38HGyZwRh2WvOOaQYCeMc8O/EdsVPVKuHD0kPsLGSHHu+iZgBh9erVZkBnZuCwHA87Xq2gDwNCDFqwdA07E+MaUDoqjsHBzkN24nP8FN61bnVsxrds2XfffWeCGlmzZo31rm9mC7DTk2XAWNYte/bsplOS62t1FjKoZQWsrMADO5OZBcBADUv8sLOT683Oem7v8uXLm3JhCSkvxPdmIIYZMmwn3gmfP39+03F75swZ017MJmFgLT4yZMhgxpphxzuXhduQY3iw85cd9QwSsH0Z9EhImaLYsCwSgyPdu3c3Y92wVB73F5ZK4jZmmzJrKSoGEBhA45g/3JfYiZszZ05Tbo/7Dbf9uHHjnF7DeSXl/heTJ5980mTJsB2aNGli2otluTjIOjvqubwszcXjhe3E0mDs+OaxVaVKFZMFkdSly/hekyZNMkEgltxq2rSpCSAyk4vHuhXkY6AhIZkQ93Ks8jzx8ccfm/Vmhhr3MZ5ruJ0YdOPruI14HPE4ic+4VQ8C92MGcnv06GH2RQZMmOnCZeS+zGwTrmd8sz64fzBI+O2335rAOPdl7t/cT7m/MkuPASqWKSQGdLn9+JoGDRrYA8Dcbtz38uXLZwI9PCdEPb/E1hZ8DcfJYpsw8MwACc8FXAe+DwPQ/FxgYCU+JSstLEnGAB+DMQz68JjgD9vUCgpxe1mBb4tVQpHbODGCwSIiIvJgKENGRERERCQe2SKff/65uTObgQR2erJTlHfzszOPnX28I5wd6LHdMc/OSQYY2GnHTl12BBI78j/99FMz9gHv+j58+LCZN8smcRwEdpSzk48cs0/i49133zWBEHYkc4wC3k2dEE899ZS9g5Ol2xiEiG3MiMmTJ5vMDJbtYpCCHdnsqKxataoZw4EdqNY4J8R14vZi8IqdzOxU5jIy8MPyZnzOCuBwnBPHTJe74bIykMR1Z0CF682OTY7LwLvYWYqKA3zHFztoGTxiMI2v493wbEO2uxU4qVWrFhJLhQoVTGCF24ZZBtwnPD09TSfz2LFjY30dt/OHH35o9k9uL+5j3K+YVcCO3pgk5f4XE7bBiBEjTJuzI53tzrZhoIfBMx4/3MYM5DHgxccZGGQGGgNtxOPOMdMsKbDznSWkOB4Js6kYRLAyobhfzZ07N0FZEPd6rLZv395kxzAwxvGOuE0YoOIysa1ZTtDKnGBA9FFSvXp1sw1Z2o3BNe5bXD8GDxjYSChmjDEgwwAL91XuBzynMLDHTBjHgAX3X+5PLL3I4BBLKnJfY+CSQXMGiawMwKjbLa7zJo9zlvFjJg6Dl3ye8+W50ppvQoNiXAcGYRnY5mcEM3a4bswE4/t98cUXJkAY2/lXREREHi8uEfdSUFpERERERJI93oHPzl6W4WEnJO8Gl4eLGQHskKa1a9eaAIeIiIiIiDwelCEjIiIiIiIxYkYEgzG8a1vBGBERERERkfujnFcREREREbFjaR+WIGMpHo5dQR07dnzYiyUiIiIiIvLYU0BGRERERETsOF4Fx2OwcAwDjqcgIiIiIiIi90cBGRERERERseOA1GnTpjUDSHNA7MGDBz/sRRIREREREUkWXCIiIiIe9kKIiIiIiIiIiIiIiIgkZ64PewFERERERERERERERESSOwVkREREREREREREREREkpgCMiIiIiIiIiIiIiIiIklMARkREREREREREREREZEk5p7UbyAi98/Hxx/Jlbu7KzJl8oKvbyBCQ8ORXGXLlt7+9+0RBR/qssj9SzPolP3viL3dH+qySOJwKTcl8p/AVQ9zUSQxeD1n/1OfocnrM3RAiVQPdVnk/n1xMNj+97Ayas/kYMj+yDbVOTd5nXPVnsmrPeG74GEuiiSGTG1SxPGZYo9RfQ9NVt9D46IMGRERERERERERERERkSSmgIyIiIiIiIiIiIiIiEgSU0BGREREREREREREREQkiSkgIyIiIiIiIiIiIiIiksQUkBEREREREREREREREUliCsiIiIiIiIiIiIiIiIgkMQVkREREREREREREREREkpgCMiIiIiIiIiIiIiIiIklMARkREREREREREREREZEk5p7UbyAiIo8TF7iVbw/3Ch3g4p0fEYHXEH50HUK2fAkEB9imyFQAHg0+gGu+KkB4KMIOrULIps/tzxseaeFR7z24PfkskCotws/+gZD1nyLi+okY39W1aAOkbvUNbo8o+KBWNEW6dC0Izfr/ia/7l0LVkpnsj2/adRWTlpzC4TOByJTeA02qZUOvNoXg5Rl5mXD5+h2MmnsMW/deR2h4BMo9kQF92hZG6SIZ7NPcCQ5Dxde3IDQswul906Z2w+45dR7QWqYcly7fQNNWIzFxbGdUrVTU/vim3w5g4vS1OHz0AjJ5e6FJw7Lo/dZz8Eqb2j7N5Ss3MGrcCmzZfgihYWEoX7og+vR4DqVL5Hd6j62/H8KXE1fh2IlLyJI5PV5uXQudXnkaLi4uD3RdRR4HPC6qtu6CGm27I3O+Qgi4dgUHNq7A2q8/wZ1AfzNNlvxF0Pzd0ShUsSbCw0Kxf80S/DzmffvzUTUdOBJ5S1TAlNcbOT2e2is9Gr01GKUavID0WXPi2rmT+H3+VOxYMA0REc7nYLkPLi6o0LILKrbpjkx5CyHw+hUc2bQCv076BMH/tVmmfEXQaOBo5C9va9N/1y3Bhi/ftz8fVcN+I5GrRAV817nRPT0vIpISXLpyE03bT8TEke1QtWIh++Obth7GxJmbcfjYZWTKmBZNGpRE7zfqR7nO9cOor9dgy45jCA0NR/nSedGne0OUfipPgt5LRGKm76H3TwGZx0RoaCi+//57LFu2DCdPnkTq1KlRokQJvPHGG6hWrZqZpn79+jh//rz9NR4eHsiTJw9atWqFLl26RJvnhg0bzDwPHDiA4OBgFCpUCG3btjXTO+7g+/fvx8SJE7Fnzx7cvn0buXPnRuPGjdGtWzekS5fOaZ5//fUXvv32W+zduxeBgYHImzcvXnzxRbz66qtIlSqV07Sc7/Tp081rAgICkCtXLrMOnTt3RrZs2ezTffXVV/j666+dXuvm5oYMGTKgQoUKGDRoEPLly2ceX7p0qfk/NgMHDjTzj6/ly5dj7ty5OHLkiNkmhQsXNtuH2ymq8PBws/xXr17Fb7/9hsyZM8f7fUQeFe7VusO9bj+E7piG8NPb4JK5EDzq9INLtmIInv8KkDoDUrWbBwT6IHhlP7ikzQKPeoPg4p0PwQtes88n1Qvj4Zq7vAnURNzxh0etPkjd/gcEzWgEBPk5vadr/mpI1Xz8Q1jblOXi1SB0Gb4P/rdCnR5f94cPeo39B1VKeGNcn5IIDg3H5CWnsOfITcz7pALc3VzNa9p/uBu374Shd5vCKJArDdbu9MErQ/dgzkflUaaoLShz5GygCcZ80eMp5MuRxv4ebq7J46LpUXLxki86vz0V/gFBTo+v27gfPQfMQpWKRTBu5GsICQnFpOnrsKf7JPwwsxfc3d3g738b7Tp9hdu3g9H7rWdRMH82rNmwDx26fI3vpr2NMqUKmHnt3X8K3XvPwLONy6H3m89i196T+GL8CoSFheGNjg0f0pqLPLqe7twfz/T6GL9+OxbHdmxE1gJP4JleQ5HziZKY3uU5eKbPiG7froG/z2UseL8zvDJnw/P9RiBznoKY0a1ZtPnVeb0P6r7eF8f/+DXacx3Gfo98pSqZYM+Vk4dRtFp9vDh4HLy8s2D9lOEPaI2Tvxod++PpHh/j91ljcWrnRmQu+ATqvj0U2YqWxLxuzyF1+ozoMGMNAq5exvIhneGVJRvq9x0B7zwF8cOb0du06qt9UO21vjj9Z/Q2jc/zIiIpwcXLN9G595zo17mbD6LnoAWoUqEgxg1rjZDQMEyauRl79p/BD9O62K5zA4LQrtsM3A4KQe83GqBgvsxYs/kgOnSfie8mdUSZknnj9V4iEjN9D00cCsg8Bu7cuYOOHTvi4sWL6NWrF8qXL4+goCAsWbLEPD5q1Cg0a2a74O/UqZP5IU7DoMeQIUOQJk0avPzyy/Z5jhw5EvPmzcObb75pghSenp7Ytm0bhg8fbgI0H3/8sZnu6NGjeOWVV9ChQwe88847SJs2Lf7991+MGDEC+/btw5w5c+zz/O677/D555+b4Mtbb71lAia7d+827/Xnn39i8uTJcHW1Vcn78ccfzXIxWDNlyhRkyZLFvNekSZOwcuVKfPPNN3jyySft886ZMycWL15s/z8kJMQsx6efforu3bub1zgGkbZu3RrjtowaQIoL3++zzz7D4MGDUbFiRXO3IbfRsGHDTNClR48eTtNv374dN2/eNOvC1zJYJvJ4cTEBmbA98xD66yjbQ6e2AbdvINWLX8MlZ2m4FaoNlzSZEPRtU+C2r5kkwv8SUreZBdc8FRF+fhdc81SA2xONcGfB6wg/sdlMc+fsn/B8awvcK7yC0O0TbfNO5QX3am/CvXp34E7Md5HK/QsPj8BPv13CqLnHY7xr+utFJ1EkT1pMf78sUrnbztGVinujca8dWLr5Elo3yI0lmy7ivE8Q5n1cHhWKe5tpapbJDF//EIyYfRQ/fFrRPHboVADc3VzwTLXsSOWhqqhJgcH/n1b+hZHjlgMxtOdXU9egSKHsmDGxG1J52C7zKpUvgkbNh2Hp8j/Q+n/VsWTZTpy/cB3zZvZExXKFzTQ1qz2JGzcCMXzMT5j/bW/bvKb8gqeK58EXwzqY/+vUfAqhoWGYMnM9Xm1XB56ezjdaiKRkvA5lQGbnwulY/eUQ89jR3zfi1o3rJniSt2QFPFGjIbwyZsG4l6ri1o1rZpqbl8+jy9QVKFi+Ok7t+d08lilPQTQbOAol6jXFbb8b0d4rz1PlULx2E3zXt53JsKFjOzYhbQZv1O3cTwGZxOLiguqd+mP34unYNMHWpid3bsTtG9fxvy++N1kshao3RBrvLJjRpipu/9emfpfPo92kFchbrjrO7bW1KQM0DfuNQrGnmyIohja92/MiIinmOnfVPoz8ak3M17kzNqFIwayYMe6VyOvcsgXQqOU4LF25B61frIQlK3bj/MUbmDe1MyqWtXXu1qxaFDdu3MLwcasxf3rXeL2XiDjT99DEpd6Sx8D48eNx+PBhE0Bp0aIFChYsiOLFi5tAAQMaDBAwG4UYMGF2CX+YNfL888+bYA2DN5Zff/0VM2fOxJgxY0wwg/PiPBmwGTp0KObPn2+yYayMkwIFCmDAgAEmQMJ5MjuGAZudO3fi0KFDZjr+ZjCGwZ13330XJUuWNNO+8MILZvk3b96MVatWmWmZ4fPBBx+Y4BIDHmXLljWZNPXq1TMZO3xdv379TOTTMSPGWi/+MEunQYMG6NOnD44dO2a2jyPHaR1/GJiKL27vl156CS1btjTZQ8yOYXDq9ddfdwpEWbiNGbjheixatEjlIuTxkzo9wg4sRdiBZU4Ph187bn67ZioA10J1EH7uT3swxjx/8jeTBeNapJ5tukJ1EBEcaB63u30d4Wd22qcht7Jt4F6uLULWfIjQv2Yn/fqlUIfPBGDojCN4oU4OjOpRItrzJ87fQs2yme3BGMrqnQqF86TFr7ttnUvHzwcio5e7PRhjqVrSG3uO+OFmQIj5/9/TASiUO62CMUno8NGL+Gj4Irz4fCWM+jTyRgvLiZOXUat6cftFMGXNkh6FC+XA5q0Hzf/HT15Gxgxp7RfBlqqVnsCefadw0+8WgoNDsXPXMTSqV9ppmmcalkVg4B1zl5KIREqdLgN2r/gee36e7/Q4s1coS74ieLJmI5zctdUejKEj29YhKMAPxes8a3+s+XujkbVAUUzt2BgXDu2L8f12LJyOozs2Or/XicPw9EqPdFmyJ/Lapdw2/XvF9/hnlXObXv2vTVmqrEiNRji7e6s9GEMntq/DnQA/FK0d2aaNBoxG5gJFMbdrY1w+HL1N7/a8iEhKwDJkH41agRefLYtRQ1+K9vyJU1dRq2rRKNe56VC4YFZs3n7E/H/8lA8yZkhjD8ZYWIpsz99ncdPvdrzeS0Sc6Xto4lKGzCOOmSDs6P/f//5nSnpFxYBEu3btTIZLbKI+98MPP5ggTMOG0dO8mjZtihw5ctizU3i3H8ugMehRtGhkXcAaNWrg559/tpcKYwAiffr0Tlk4lsqVK2PWrFkmSEMM+Hh5eZnsnqhY1ozBGM6H2Sh16sQ95oBVBo3l2RIbs3kYmGLWS8aMGe2PM/OFgRpHnGb9+vUmi4jbltuYy1+rVq1EXy6RJHPHDyHrbNlxjtyKNTa/w32OwCNrEYT9u9J5gohwRNw4B9cstg9VlyxFEXHjjHncaTLf03Ar+YL9//Cj6xG0Zx4QGgT3Wn2SZp0EubJ6Yu34qsiZxRM7D0QG0izeGTxwweeO02MhoeG4eC3IlC8jjisTGBRmAi8Z00Web89ctn2hOXclyDxuZch0+mwv9hy+aYI8zJYZ+EoRpEujS47EkCunN9YtG4ycObyx869j0Z739vbChYvO7RwSEmZSy3lxS5m80yHwVpC54OUFseXMuavm97nz1+CZOpV5XcH8zh27BfJlNb9Pnrpi7mYSEZsg/5tYNvydaI+XatDc/L507CCyFy6Ofb8scno+Ijwc18+dQraCxeyP/TL+I1w+diDW9zr/714sGfp2tMdLNmhuxq0JvO5zn2sjdMf/JtaOjN6mT9a3tanP8YPIUrg4DsbQpjfOn0IWhzbd/PVH8ImjTe/2vIhISpArR0asW9wbObNnxM5d0Ttdvb3T4sKlm06PsWzZxUs3ERxsu6E3k3da02nLwAsDM5Yz566b3+cu+JrH7/ZeIuJM30MTl25hfcSdPXsWN27cMGOlxITBkzJlypgMkpiwZBnLeXHcE8s///wT6/zc3d1RvXp1k2lDbdq0MY8xUMNxU8aOHYstW7aY7BUGaDiWjTVPLgenjQnnyRJmxCAHp406poyFy8b57tq1K85tw6wYljgrXbq0yWBJbBx35+DBgyYoxCDMtGnTzPZk4Cnq+3EbM3j2zDPPoEqVKqZsGQNPIo87l9zlTFmxsKPrEHH1iBlDJuJOQLTpIoIDeCup7TWe6e86jfmfQZtQ1epNat7pPEwwJjYvPZ3LjCMzfdlpXPcLxoWrQRgy5RD8b4WZMWOoee2crNyC3l/+g6NnA+EXGIIVWy7hx82XzPOcjlmBzMY5fek2GlTKimnvlUW3FgXw8/bL6Pb5flM6Te6fd0YvcxEcm5deqIq1G/dj2qwNuO4bYC6KB38y39T4vR0UbKZp/nxFc8NFrwGzcPT4Rfj538byVbtMKjmxpq9/gC3Yli5d5ACMZA3IGBCoY1fkbvKVqYx6XQbgwMaVJsDCMWSCAqKX6LwT6A/PdOnt/8cVjIlNrQ49ULTq09g04wtlaSeh3KUro0anATiyeaUJoHimy4jgwOhtysdSe0W26d2CLQrGiIjwOjetCZDE5qWm5bF280FMm7MF130DceHSDQz+7Cf4B96JvM5tUhYuri7o9f58HD1xxXad+8s+LP3ZVgXGmu5u7yUizvQ9NHHpdtVHHDMvyDFDIy5Tp0415ciIAQL+sCSYNcYMMcBjBUfuhuXKfvrpJzPPDRs2mPnzh69nGbPWrVvb52lly8RnnTjfuDJTuL6+vpGR1QsXLpixcyzBwcFmPJj69eub5bDGprE4TuuIWStWsOlumjRpYsauYXkyvo6l3ojl3TjWDsuTWZjFVK5cOVNKjZ599lkTkLly5QqyZ1fZCHk8cUyYVK1mIuLmWQT/PMD2oMNYTdFYHUDxmUYeGT1aFURYeAQmLDiJMfNOwMPNBa0a5DZBlWPnbOUwi+b1wuSBZfDh9MNo1t92sVSycHr0bFUIn806Cs/UbqZpJw0ojcwZUuGJfF5mmsolvJHNOxUGfP0vtu67jjrlszzUdU0JenZ7xtw0MWHSaoyZsBIe7m5o1aIaGtQtZVLEqWjhnJgyrgs+HLYQTVvZxosq+VRe9HqzCYaN+tHU5A0Osd3FFBtX1ziOcxExY8J0nPQTrp8/hYWDu5jHXKJcr0bNqrhXNdq/iWbvjcbe1Yvw2+zx9zwfiRvHhGnz9U8m+2XFB/Fo0yiZwiIicn96dqmHsLBwTJi2EWMmrbNd575QEQ1qF8fxU1fMNEULZceU0S/jwxHL0bT91+axksVzo1fX+hg2dlWyGHtC5FGk76EJo4DMIy5z5sz2gEd8MIuF45xQaGgoTp8+jS+//NKUAGNZMWalcJ7xnR+xVBrHq+EPM3Y4eD3HV+E4MMzQqVu3boLmmSlTJvj7xz6AN+/qCwgIMNNZGNT47rvv7MEZjlfDwApLhFnbyBGDSDFJyBgyxCALfzh4FcfJYVBm7ty56Nq1K9atW2cyYfj4gQMHMGSIbbBP4tg9nI7b/O23o5eUSCh3h7Edkhs3N1en3/JocHuqKTyeH42I6ydxZ8GrwO3/ju87/nBJFZnlYnFJnQ7h/rYPWQT5wyVzthinYVk0ebS4u7miX/si6NGyIM5eCUL2TKmQwcsDHT7ajYzpIi8TapXNjA1fVcN5H9sdKXmzp8GSTRfN397p3M2FUdWSkedtS90KtiDModMBCsg8AO7ubujfqxl6dmuCs+evIXu2jMiQPg1e7vyVU1o46/tuWPkBzl2wlW/IlycLFv+00/ydMWNaBP13FxNLPjiy7khKly5hn6cPkz5D5UEr26QV2gyfAZ9TRzHjjaa4dfO6vaxZaq/on6Ge6TLg5pULCX4f3mH4/IDPUff1vti98gcsGNQpUZZfoivxTCs0+3QGrp8+ih/ebIrbDm2aKoY2TZUuA/zuoU2TA51zkxe1pzxy17lvNzaBmbMXfJE9a3rbdW73b5zKk3GcmQ0/9sW5i7bvsPlyZ8LiFbvN347TPe6S8/FJOkYfL/oemjAKyDzimHWSNWtW7N69G88991y0548fP47PPvsMgwYNMv8zs8Qx+6RIkSLmsfbt25tAytNPP22yRzi/mDCa2a1bNzOQPTNERo0ahdq1a5uSY9bysIxZixYt0KhRIxOgYECG81y8eLF5fUzl0/r3729KkXE5mFmydOlSk+USU9myv//+G7du3XIqq8ZSaNZ68fc333yDF1980ZQSW7BgQbT5xJWBEx+XLl0ymUDcFsySYQZOiRIlzA/H3mEJtz///NNsI64LMWtmxIgRTvPhNnnzzTejZfAkVKZMtrvNk7MMyejC6HHnXqUr3OsPQvjpHQhe2s0EYSzh107AJVOU48vFFS4Z8yHi8BrbNNdPwL0wx3/inQuRGTEumQoi/OrxB7ciEi8cVyY4JBy1y2UxmTAUGhaOI2cD0aJuTvM/y5ht338dzevkNIEYy4GT/iZokyebJy5fv4Nf91wzgZvcWSNLpAUF2+4Qzpwh8cf6kuhYz5c1emvXKG7uQKLQ0DAcOXYRLZpVNv8zfXzbzsN44flK5gLYcvDQOVO+IW/uzGYe/PJz+qytnq/lzH//FymUA48LfYbKg1S3Y188128ETvzxK2b3aoWggMgbEXxOHkHW/EWcpmeGRaa8BfH3+phvJoqNm4cHXv5iLko3boFfvx2LlV+8l2jrIM6qvdYXDfqOwOm/fsWiPq1wx6FNr586gkz5orepd56COLwhYW2aXOicm7yoPeVRwrFeePd87WpPmEwY+3Xu8cto8bytSgrLmG374zheeLasCcRYDh6+AO8MaZA3V+wllx43KeH4JB2jjwd9D00YBWQecezIZ3CE2SGdO3c22SqOZsyYYQIYefLkiXUeVh1pZnkQy4x16tTJDELP4IKj5cuXmzFiGESg33//HUePHrUHZCwMgHh6epoMEeIg97NnzzZZIa+99prTtDt37sSKFSvMWCxWFg8zbKZPnx4te4RZPWPGjEHhwoVRq1atWNeJQSoGohiQmTBhggn4JCauH7NbuL35Ho6scm9cBpaE4zbjsr777rtO061evdqMccOgVb169e5reXx9bWWDkiOeaPkB6+d326QfJ1ePy8WSW7n28GgwGKEHVyBkxTtAeIjT8+Ent8C9WjcgTWbgtu2OBtdCdWwZMid/s0/jUrMnXAvXRfiJzbYXpskM13xVELp94oNfKYnTmp0+2PTXVaydUA0e/91ltWTTJfgFhqJBZdvAedduBmPI1MPIkTm1CdyQz407+HnbZdSvmNXcpc2yZx9OO2zGjenbtrB9/qu3X4GbqwsqFk8+X34eZWvW78PG3/7BumVD4OFhu0FiybKdpj5vw3qlzf/XfP0x5JMFyJnd21wwk89VP/y8Zjfq1yll2jN1ag9UKl8Y6zbuR+dX65nHzPw37Ef6dJ4oUzI/Hhf6DH38PS6fodVad0HTASOxd9VCzB/UEWEhzp+hR7avx9Od+8ErU1YE+tq+VBar2QieXulxZNu6BL1Xm8++QcmGL2DZiH7Y+t1XiboeEqlCyy5o2G8kDqxeiGWDOyI81LlNT/y+HtU79kPaTFlx6782LVyjkRk/5sT2hLVpcqFzbvI656o9H3+Py2dofKzZdAAbtxzGuiV9TDkkWrJyD/z8g9Cwju2a9ppvIIYMX4ac2TOYwA35XPPHz2v/Rv3axe3XtMlBcj4+Scfo40XfQxNGAZnHQPfu3U2QhNklvXv3NpkjLA/2ww8/mNJcLElmjYvCzBIfHx97IObMmTMmc4Mlv6ygSs2aNU1QhOW+GBBp0KCBeZxjxEycONGUPLPGR+nbt68JzvB9O3ToYMZIOX/+vMn8CAwMNNkyViYOp2EpscuXL6N58+ZInTq1CeiMGzfOZNOwjJeVZcNMkoEDB5pMlFatWiFbtmwm22fy5Mk4deqUyYCJKdPGETNz+D7ffvutyR5i9orF2gZRcZniM34Oy6B16dIF48ePN+vJTBiOWXPs2DETZKlatSoqVaqEtWvXmrFuOnbsiGLFijnNg9uK489wLJn7DciEhibfDx8LP2BTwno+0ryywaPhBwi/cRZhu2bDJWcpp6cjfE8jdPdcuFd6DanbzUXI1vFwSeMNj3qDEHZ8E8LP2zLvws/+gbDTvyNV83EI2TQCEbdvwKNWHyDID6F75j6klZPYtG2YG4s2XMCgSYfwUr2cprTY2Hkn8Fz17KhSwnZXWanC6VHhyYz4+JsjGNChCNxdXTBu/km4u7mgZ+tCZhpmxfzv6ZyYufwMPD1cUa5YBuw6dBNTfzqNl5/Jg0K54zd+l9yfti1rYOGPv+O9ofPQsnlVHDp6wdTwfa5xeVSpWNRMU+qpfKhQrhCGjliEgX2amy874yauMr97dm9in9ebXRqj45uT0fvd2WaQxj37TuKbOZvQr+fzSJPm8am/nRI+W/QZ+vClz5oDzd4djevnTmLbvEnI85TzeIbXzp7A7/OnoubLb+GNb1Zj3cRhSOudGc/3H4F/f1uN03t3xPu9StZvhvJN2+LAxhU4s28n8pep4vT8+X/3IizEVu5B7p1XlhxoNGA0bpw/ib/mT0KuEs5t6nv2BHYtnIpK7d5C+6mrsWXKMKTxzmyyaY5tWY1z++LfpslJSjgXpaRzbkpYz5TUno+7ti0qY+GyXXjvkx/Rsll5HDp6CWMmrcdzDUuhSgXbd5JSxXOjQpn8GDpqJQb2aAw3d1eMm7LBdp3b9f76ZR41KWW/1TH6eND30IRRQOYxwHFPmHkyc+ZMk1XCMVSYncIABDNnGBiwcBr+WNk13t7e5vnRo0c7jZ/y8ccfo2zZsli4cKEJfjAzhVkpQ4cONeXILMxq4XvwfRlw8fPzMyXQmBHCQAOzRCzMJOE8OD3LeAUFBZngy1tvvWWCSY4BFgY4ChYsaDJ8evToYYIaLA1Wv359E8BhgCY+3n//fWzdutWM38KMFkts2TUs2cZSZPHRp08fs4zcRt9//71ZHwZZnn32WVPKjLiehQoVMkGuqBjAYbCJmUNsM75W5FHmVuRpuHikgYt3PqR+ZXG054NX9kfY34tx5/t28Gj4oQm4IDgAYYdWIWTjZ87TLu0GjwYfwKPe+yxyj/DzuxD809smKCOPlmL502HKu2Uw9ocTeHPU38jqncpkufDHwrtSJrxTCiPmHMVH04+YgD/Hi5nQtpRTebKhXZ5EvuxpsGzLJUz+8TRyZk6NXq0LoXOz5HEXy+OgWNFcmDq+K8Z8tRLd+85A1izp0b1zQ3Tr1MipPb/6oiNGjPkJH362iHdwoGqlovhqdEfkzhVZ2qF6lSfw1RevY8KUX/D2O98gR/aMGNinGTq9kry+zIokhuJ1miBVmrTInLcQ3p77X3aogwXvd8ZfP32HKa83xguDRqPdqNm4E+iP/WuWYOUo5yzruyndqIU9MMOfqIY3fAK+F07fx9oIFa3dBB5p0sI7TyG8Njt6my4f0hn7l3+HuV0ao/HA0XhxxGzcueWPf9cuwfoxCWtTERG5u2JFcmDq6JcxZvJ6dO8/D1mzpEP31+ug2+u2aiz269wRbTFi/Gp8OHKF7Tq3YiF89Xlb5M6pjH2RpKLvoQnjEmHVsxKRR5aPT+QYHskNB6JjiibTbZPzXQ/ZsqW3/317RMGHuixy/9IMOmX/O2Jv94e6LJI4XMpNifwncNXDXBRJDF6R4+7pMzR5fYYOKJE87opLyb44GJm9M6yM2jM5GLI/sk11zk1e51y1Z/JqT/gueJiLIokhk61KTXI/PlPsMarvocnqe2hc7m+kcREREREREREREREREbkrlSyTFDkmz86dO+OcxipFJiIiIiIiIiIiIiKSGBSQkRSH4+dwPJi4aLwXEREREREREREREUlMCshIipMjR46HvQgiIiIiIiIiIiIiksJoDBkREREREREREREREZEkpoCMiIiIiIiIiIiIiIhIElNARkREREREREREREREJIkpICMiIiIiIiIiIiIiIpLEFJARERERERERERERERFJYgrIiIiIiIiIiIiIiIiIJDEFZERERERERERERERERJKYAjIiIiIiIiIiIiIiIiJJTAEZERERERERERERERGRJOYSERERkdRvIiIiIiIiIiIiIiIikpIpQ0ZERERERERERERERCSJKSAjIiIiIiIiIiIiIiKSxNyT+g1E5P75+PgjuXJ3d0WmTF7w9Q1EaGg4kqts2dLb/749ouBDXRa5f2kGnbL/HbG3+0NdFkkcLuWmRP4TuOphLookBq/n7H/qMzR5fYYOKJHqoS6L3L8vDgbb/x5WRu2ZHAzZH9mmOucmr3Ou2jN5tSd8FzzMRZHEkKlNijg+U+wxqu+hyep7aFyUISMiIiIiIiIiIiIiIpLEFJARERERERERERERERFJYgrIiIiIiIiIiIiIiIiIJDEFZERERERERERERERERJKYAjIiIiIiIiIiIiIiIiJJTAEZERERERERERERERGRJKaAjIiIiIiIiIiIiIiISBJTQEZERERERERERERERCSJKSAjIiIiIiIiIiIiIiKSxNzxgIWGhuL777/HsmXLcPLkSaROnRolSpTAG2+8gWrVqplp6tevj/Pnz9tf4+HhgTx58qBVq1bo0qVLtHlu2LDBzPPAgQMIDg5GoUKF0LZtWzO9i4uLfbr9+/dj4sSJ2LNnD27fvo3cuXOjcePG6NatG9KlS+c0z7/++gvffvst9u7di8DAQOTNmxcvvvgiXn31VaRKlcppWs53+vTp5jUBAQHIlSuXWYfOnTsjW7Zs9um++uorfP31106vdXNzQ4YMGVChQgUMGjQI+fLlM48vXbrU/B+bgQMHmvnH1/LlyzF37lwcOXLEbJPChQub7cPtFFV4eLhZ/qtXr+K3335D5syZkRDnzp1DgwYNnB7z9PQ02/CFF15Ap06d4O4eueux3UaNGmW2I/cHtsmAAQOQPn168/x7772HH3/8EfXq1cOUKVOivd/PP/+Md955B1WqVMF3331nHjtz5gxGjBiBP//80/xfp04dvPvuu8iRI4dTWxQrVgwrVqyINk+2e5s2bcx+t3HjRvMYt0mLFi3Qs2fPWNed78+fixcvIn/+/GZdX3rppQRtP5GHywVu5dvDvUIHuHjnR0TgNYQfXYeQLV8CwQG2KTIVgEeDD+CarwoQHoqwQ6sQsulz+/OGR1p41HsPbk8+C6RKi/CzfyBk/aeIuH4ixnd1LdoAqVt9g9sjCj6oFU2RLl0LQrP+f+Lr/qVQtWQm++Obdl3FpCWncPhMIDKl90CTatnQq00heHlGnqsvX7+DUXOPYeve6wgNj0C5JzKgT9vCKF0kg32aO8FhqPj6FoSGRTi9b9rUbtg9p84DWsuU49LlG2jaaiQmju2MqpWK2h/f9NsBTJy+FoePXkAmby80aVgWvd96Dl5pU9unuXzlBkaNW4Et2w8hNCwM5UsXRJ8ez6F0ifxO77H190P4cuIqHDtxCVkyp8fLrWuh0ytPO11fiYgNj4uqrbugRtvuyJyvEAKuXcGBjSuw9utPcCfQ30yTJX8RNH93NApVrInwsFDsX7MEP4953/58VE0HjkTeEhUw5fVGTo+n9kqPRm8NRqkGLyB91py4du4kfp8/FTsWTENEhPM5WO6DiwsqtOyCim26I1PeQgi8fgVHNq3Ar5M+QfB/bZYpXxE0Gjga+cvb2vTfdUuw4cv37c9H1bDfSOQqUQHfdW50T8+LiKQEl67cRNP2EzFxZDtUrVjI/vimrYcxceZmHD52GZkypkWTBiXR+436Ua5z/TDq6zXYsuMYQkPDUb50XvTp3hCln8qToPcSkZjpe+hjFpC5c+cOOnbsaDqre/XqhfLlyyMoKAhLliwxj7NTvlmzZmZadmTzhzgNO+uHDBmCNGnS4OWXX7bPc+TIkZg3bx7efPNNE6Rgx/+2bdswfPhw09H/8ccfm+mOHj2KV155BR06dDCd92nTpsW///5rOu337duHOXPm2OfJDvXPP//cBF/eeustEzDZvXu3eS928E+ePBmurrbkIgYKuFwM1jBYkCVLFvNekyZNwsqVK/HNN9/gySeftM87Z86cWLx4sf3/kJAQsxyffvopunfvbl7juHNt3bo1xm0ZNYAUF77fZ599hsGDB6NixYrmSxq30bBhw0zQpUePHk7Tb9++HTdv3jTrwtcyWHYvGPRgG/P9GKjasWMHxowZg8OHD5vfxPdn2zds2BBDhw6Fr68vPvjgAxOEYfDMMSjHZeZ8oq77qlWrnLYZg3Kvv/46nnjiCbNvhIWFmfXn9mWgy5qW82SAioFBBvHimmd8LFiwAKNHjzbbtVy5cvj999/NumTMmNGsn8jjwL1ad7jX7YfQHdMQfnobXDIXgkedfnDJVgzB818BUmdAqnbzgEAfBK/sB5e0WeBRbxBcvPMheMFr9vmkemE8XHOXN4GaiDv+8KjVB6nb/4CgGY2AID+n93TNXw2pmo9/CGubsly8GoQuw/fB/1ao0+Pr/vBBr7H/oEoJb4zrUxLBoeGYvOQU9hy5iXmfVIC7m6t5TfsPd+P2nTD0blMYBXKlwdqdPnhl6B7M+ag8yhS1BWWOnA00wZgvejyFfDnS2N/DzTV5XDQ9Si5e8kXnt6fCPyDI6fF1G/ej54BZqFKxCMaNfA0hIaGYNH0d9nSfhB9m9oK7uxv8/W+jXaevcPt2MHq/9SwK5s+GNRv2oUOXr/HdtLdRplQBM6+9+0+he+8ZeLZxOfR+81ns2nsSX4xfYT5X3+iozzWRqJ7u3B/P9PoYv347Fsd2bETWAk/gmV5DkfOJkpje5Tl4ps+Ibt+ugb/PZSx4vzO8MmfD8/1GIHOegpjRzfYdyFGd1/ug7ut9cfyPX6M912Hs98hXqpIJ9lw5eRhFq9XHi4PHwcs7C9ZPGf6A1jj5q9GxP57u8TF+nzUWp3ZuROaCT6Du20ORrWhJzOv2HFKnz4gOM9Yg4OplLB/SGV5ZsqF+3xHwzlMQP7wZvU2rvtoH1V7ri9N/Rm/T+DwvIpISXLx8E517z4l+nbv5IHoOWoAqFQpi3LDWCAkNw6SZm7Fn/xn8MK2L7To3IAjtus3A7aAQ9H6jAQrmy4w1mw+iQ/eZ+G5SR5QpmTde7yUiMdP30McwIDN+/HjTGc+gA7NILAwUsKOdHdnMQiAGTByzS5g5snPnThO8sQIyv/76K2bOnGk67h07vAsWLAgvLy+TEcFACYMC7IgvUKCAybxwnCcDOF27dsWhQ4dQvHhx85vBGAZ3XnvtNadpmVHDgA4765s2bWo68tnhzuASs2wszASpWbOmeX2/fv1MNhAzYYi/HdeLOF9/f3+zvNw+XA5L1GnvBYMSzNJo2bKl/TFmyFy+fNkEoqIGZLiNGbjheixatMhsn3uJQDIQYS1/9uzZzXtmzZrVZJhweWrUqGEyoWrVqoVPPvnEZM0wMNK6dWt8+eWXTvMqVaoUjh8/brJVmjdvbn+c+82WLVvM8loY8CtdujQ++ugje3YPAzRvv/22CfhYj3GZGOD75ZdfTEDPwgASH6tUqRIuXLgQ7/VlG7K9raAi9xluewaSFJCRx4OLCciE7ZmH0F9H2R46tQ24fQOpXvwaLjlLw61QbbikyYSgb5sCt33NJBH+l5C6zSy45qmI8PO74JqnAtyeaIQ7C15H+InNZpo7Z/+E51tb4F7hFYRu/y/YmsoL7tXehHv17sCdmO8ilfsXHh6Bn367hFFzj8d41/TXi06iSJ60mP5+WaRyt91sUKm4Nxr32oGlmy+hdYPcWLLpIs77BGHex+VRobi3maZmmczw9Q/BiNlH8cOntnPwoVMBcHdzwTPVsiOVh6qiJgVmsf608i+MHLecH1jRnv9q6hoUKZQdMyZ2QyoP22VepfJF0Kj5MCxd/gda/686lizbifMXrmPezJ6oWK6wmaZmtSdx40Ygho/5CfO/7W2b15Rf8FTxPPhiWAfzf52aTyE0NAxTZq7Hq+3qwNPTOWNYJCXjtTIDMjsXTsfqL4eYx47+vhG3blw3wZO8JSvgiRoN4ZUxC8a9VBW3blwz09y8fB5dpq5AwfLVcWrP7+axTHkKotnAUShRrylu+92I9l55niqH4rWb4Lu+7UyGDR3bsQlpM3ijbud+CsgkFhcXVO/UH7sXT8emCbY2PblzI27fuI7/ffG9yWIpVL0h0nhnwYw2VXH7vzb1u3we7SatQN5y1XFur61NGaBp2G8Uij3dFEExtOndnhcRSTHXuav2YeRXa2K+zp2xCUUKZsWMca9EXueWLYBGLcdh6co9aP1iJSxZsRvnL97AvKmdUbGsrXO3ZtWiuHHjFoaPW43507vG671ExJm+hyauB9ZbwkwQdvT/73//cwrGWPr06WPKfjFAEpuoz/3www8meBFTZzcDJrNmzbJnp/BLEjv/jx075jQdgwIseWVlSDAAwVJZjlk4lsqVK5t5svwVzZ8/3wR+mOERFcuasXOe2TLskL8bqwwaszYSG7N5WKaNWS+OmPnCrA5HnGb9+vUmoPTMM8+Y0l/xWf74atSokQlAMShHZcuWxdixY+0lzBh0YQCL7++I24Vl0BgoccRlZRtbpd6IgTcG/6zAC4Mq3FdKliyJTJkiS/RQkyZNos1z165d5kTD9k4IltNjVpW1vzNwx/WJui4ij6zU6RF2YCnCDixzejj82nHz2zVTAbgWqoPwc3/agzHm+ZO/mSwY1yL1bNMVqoOI4EDzuN3t6wg/s9M+DbmVbQP3cm0RsuZDhP41O+nXL4U6fCYAQ2ccwQt1cmBUjxLRnj9x/hZqls1sD8ZQVu9UKJwnLX7dbetcOn4+EBm93O3BGEvVkt7Yc8QPNwNCzP//ng5AodxpFYxJQoePXsRHwxfhxecrYdSn0a9VTpy8jFrVi9svgilrlvQoXCgHNm89aP4/fvIyMmZIa78ItlSt9AT27DuFm363EBwcip27jqFRvdJO0zzTsCwCA++Yu5REJFLqdBmwe8X32PPzfKfHmb1CWfIVwZM1G+Hkrq32YAwd2bYOQQF+KF7nWftjzd8bjawFimJqx8a4cGhfjO+3Y+F0HN2x0fm9ThyGp1d6pMuSPZHXLuW26d8rvsc/q5zb9Op/bcpSZUVqNMLZ3VvtwRg6sX0d7gT4oWjtyDZtNGA0MhcoirldG+Py4ehterfnRURSApYh+2jUCrz4bFmMGhq99PuJU1dRq2rRKNe56VC4YFZs3n7E/H/8lA8yZkhjD8ZYWIpsz99ncdPvdrzeS0Sc6XvoY5ohc/bsWdy4ccOMlRITju1hje8RE5YsYye+4/gd//zzj+ngjwk7+KtXr27/n+OBMCDEQA3LSXG8EXa483fRokWd5lmmTBmnMU4cOc6TQQ5OG3VMGQvXlWOisIPfCuLEhFkxLHHGrI6opbMSAwMFffv2NctQtWpVk/nB8Xr4fizH5ojbmMEEBmPYHixbxsATs1gSAwNjLCXGTKSo+J6nTp0y47ZEHWuHnn32WdP+jmXLGPR4/vnnY5wfsewdA0rM1pk9e3a0TJ/nnnvOvBffl5lVxAAdAzVWWbqE4lhCLI/HoA4zgaKOpyPyyLrjh5B1tjKPjtyKNTa/w32OwCNrEYT9awuo2kWEI+LGObhmsX2oumQpiogbZ8zjTpP5noZbyRfs/4cfXY+gPfOA0CC41+qTNOskyJXVE2vHV0XOLJ7YeSAykGbxzuCBCz53nB4LCQ3HxWtBpnwZcVyZwKAwE3jJmC7yxoEzl21faM5dCTKPWxkynT7biz2Hb5ogD7NlBr5SBOnSPPBh65KlXDm9sW7ZYOTM4Y2dfznfZELe3l64cNG5nUNCwkxqOS9uKZN3OgTeCjIXvLwgtpw5d9X8Pnf+GjxTpzKvK5jfuWO3QL6s5vfJU1fM3UwiYhPkfxPLhr8T7fFSDWyZ3ZeOHUT2wsWx75dFTs9HhIfj+rlTyFawmP2xX8Z/hMvHDsT6Xuf/3YslQ9+O9njJBs3NuDWB133uc22E7vjfxNqR0dv0yfq2NvU5fhBZChfHwRja9Mb5U8ji0Kabv/4IPnG06d2eFxFJCXLlyIh1i3sjZ/aM2Lkreqert3daXLjkfKMxy5ZdvHQTwcFh5v9M3mlNpy0DLwzMWM6cu25+n7vgax6/23uJiDN9D01cD+wWVis7gx3j8TF16lRTaow/LFfFAehZQssqB0UM8EQNKMSGWRM//fST6Si/cuWKmT8DFQw0LFy48J7myXXy9na+W9gRO/S5viyTZWG2hrVe/GHWBrMqGByZNm1atCCA47SOP7du3UJ8MbjADBEGBjheDsdv4fbk4wwWOWLQigErZrGwvBqDIJs2bTLbLLEwA4lBlag4/grH72EQiNskMDAwWjYTS4xxeaztz3FauIyxYYk6ti/XiWXLWM7MUZEiRVCsWDF7lgzrEa5Zs8YEee4Vg2ocW4gl+FavXm3WS+Rx5ZK7nCkrFnZ0HSKuHjFjyETciX78RgQH8FZS22s80991GvM/gzahqtWb1LzTeZhgTGxeejqXGUdm+rLTuO4XjAtXgzBkyiH43wozY8ZQ89o5WbkFvb/8B0fPBsIvMAQrtlzCj5svmec5HcuhMRvn9KXbaFApK6a9VxbdWhTAz9svo9vn+03pNLl/3hm9zEVwbF56oSrWbtyPabM24LpvgLkoHvzJfFPj93ZQsJmm+fMVzQ0KvQbMwtHjF+HnfxvLV+0yqeTEmr7+AbZgW7p0kQMwkjUgY0Cgjl2Ru8lXpjLqdRmAAxtXmgALx5AJCoheovNOoD8806W3/x9XMCY2tTr0QNGqT2PTjC9iLE8piSN36cqo0WkAjmxeaQIonukyIjgwepvysdRekW16t2CLgjEiIrzOTWsCJLF5qWl5rN18ENPmbMF130BcuHQDgz/7Cf6BdyKvc5uUhYurC3q9Px9HT1yxXef+sg9Lf95jnremu9t7iYgzfQ9NXA/sdlWrfBQDHvHRtm1bEzyh0NBQnD592owrwlJiLCvGrBTOM77zI5ZK43g1/GHGDgev5xgfHAeG2SB169ZN0DxZ/orjhsTGGszesUwWxy1h0MEKznC8Go6X884779i3kSMGkWLCwERCMCDBH2ZtMJuE4+/MnTvXjA+zbt06EwTh4wcOHMCQIbYaycTABKfjNucYLImB24RBmagYlCJmrLAtuFwcAyhq2TIGTBiYW7t2rVmnuDKrnnrqKfN73LhxqFevngk4RR0zh4EpzrN79+74448/TGk8Br22bt16T+vHbckfltO7fv26WZ/evXvHmkkVH+4OpYSSGzc3V6ff8ujgmDCpWs1ExM2zCP75v/G34hpPyuoAis808sjo0aogwsIjMGHBSYyZdwIebi5o1SC3CaocO2cLjBfN64XJA8vgw+mH0ay/7WKpZOH06NmqED6bdRSeqd1M004aUBqZM6TCE/m8zDSVS3gjm3cqDPj6X2zddx11ymd5qOuaEvTs9oy5uWDCpNUYM2ElPNzd0KpFNTSoW8qkiFPRwjkxZVwXfDhsIZq2so0XVfKpvOj1ZhMMG/WjqckbHGK7iyk2rq4JH1vuYdFnqDwMHBOm46SfcP38KSwc3MU85hJH9jWzKu5VjfZvotl7o7F39SL8Nnv8Pc9H4sYxYdp8/ZPJflnxQTzaNEqmcEqhc27yovaUR0nPLvUQFhaOCdM2Ysykdbbr3BcqokHt4jh+ynYTcdFC2TFl9Mv4cMRyNG1vq7xSsnhu9OpaH8PGrkoWY0+khOOTdIw+XvQ99BENyHCMDw7ovnv3blMmKiqOtfHZZ59h0KBB5n9mljCrxTGTgY+1b9/eBFKefvpp02nO+cWEO0G3bt3MQPbscB81ahRq165tLznG5WEZsxYtWpiyZwxQMAjAeS5evNi8nhkiUfXv39+UIuNycCD5pUuXIjg4OMbO9r///ttksjiWaWMpNGu9+Pubb74xQQdrPJeo83HcBvfi0qVLJhuI2yJnzpwmA6dEiRLmh2PvsITbn3/+abYR14WGDx+OESNGOM2H24QD399rGS/HIBWDPgyO0IkTJ8w4NWxPCwMszDy6fNl2wDrivvPWW2+Z7Blmn8S0LzELhplAXCcLg17MsIop04fzmDBhggn6sQRaTPOMj99++81kFjmWwOP4Ntw/GORjMO5eZcpk69xMzjI4pBPLw+f2VFN4PD8aEddP4s6CV4Hb/wWq7/jDJVVklovFJXU6hPv/d8wG+cMlc7YYp2FZNHm0uLu5ol/7IujRsiDOXglC9kypkMHLAx0+2o2M6SIvE2qVzYwNX1XDeR/bHSl5s6fBkk22rEPvdO7mwqhqSedxuqhuBVsQ5tDpAAVkHgB3dzf079UMPbs1wdnz15A9W0ZkSJ8GL3f+yiktnPV9N6z8AOcu2Mo35MuTBYt/2mn+zpgxLYL+u4uJJR8cWXckpUv3+Jyz9RkqD1rZJq3QZvgM+Jw6ihlvNMWtm9ftZc1Se0X/DPVMlwE3r1xI8PvwDsPnB3yOuq/3xe6VP2DBoE6JsvwSXYlnWqHZpzNw/fRR/PBmU9x2aNNUMbRpqnQZ4HcPbZoc6JybvKg95ZG7zn27sQnMnL3gi+xZ09uuc7t/41SejOPMbPixL85dtH2HzZc7ExavsPUdOk73uEsJxyfpGH086HvoIxqQYUc+gyPMDuncubPJVnE0Y8YME8Dg+CGxsdLvmeVBrVu3NmOEcGB3BhccLV++HFu2bDFBBGJpq6NHjzqNAUMMgDAjghkNxDE/ONYIs0Jee+01p2l37tyJFStW2MeDYRYPM2ymT58eLXuEWT0sDVa4cOE4x19hkIqBKAZkGBRgwCcxcf2Y3cLtzfdwZJVm4zJw3BhuMy7ru+++6zQdAx8c44ZBKyuQcq+Y9eLj42MvPcfgGoNlzEaxlocBGpZ5YxAuKo59w+AKM4c4VktM5cCY6cOMFC43tz/5+fnh5MmTaN7cVvM5aokxZrMwGMOsm1mzZt3TujELh+PQjB071v4YA0MMLnEb3w9fX+fybckJ73bgB6yf321zt0ty9ThdLLlX6Qr3+oMQfnoHgpd2M0EYS/i1E3DJFCVQ7OIKl4z5EHF4jW2a6yfgXpjnSd65EJkR45KpIMKvHn9wKyLxwnFlgkPCUbtcFpMJQ6Fh4ThyNhAt6uY0/7OM2fb919G8Tk4TiLEcOOlvgjZ5snni8vU7+HXPNRO4yZ01skRaULDtuM6cIXLsGUk6rOfLGr21axQ3dyBRaGgYjhy7iBbNKpv/mT6+bedhvPB8JXMBbDl46Jwp35A3d2YzD56fT5+11fO1nPnv/yKFYs9OfdToM/Tx9zh9htbt2BfP9RuBE3/8itm9WiEoIPJGBJ+TR5A1v/P1LTMsMuUtiL/Xx5wVHxs3Dw+8/MVclG7cAr9+OxYrv3gv0dZBnFV7rS8a9B2B03/9ikV9WuGOQ5teP3UEmfJFb1PvPAVxeEPC2jS50Dk3eZ1z1Z6Pv8fpM/RuONYL756vXe0Jkwljv849fhktni9v/mcZs21/HMcLz5Y1gRjLwcMX4J0hDfLmir3k0uMmOR+fpGP08aLvoQnzQEfYZUkoBkmYXcIOc2aOMHOA45uwg50lydjZTswsYce9FYhhJz0zN5hlYAVVatasaYIiLPfFgIg1ePqGDRswceJEU/KMWSzEQe0ZnOH7dujQwWQynD9/3mR+MNuC2TLEIACnYSkxZmiwAz916tQmoMMOd2bTWOOLMMuGmSQDBw40mSgclyVbtmwm22fy5MlmoHhmwMSUaeOImTl8n2+//dZkZzB7xWJtg6i4TPEZ64Zl0DhWzvjx4816MmskXbp0OHbsmAmyVK1aFZUqVTKBCAZBOnbsaMZUccRtNWfOHMyfPz9BARmO8cLlt0q3sRwYg1TMCKpSpYqZhhk6HDuHY70wGMXXcOyVMmXKxPhezDBiGzDoUbly5RjLvHG/YICFgaWPPvrI3D34xRdfmNJxDLjFhOPQMLDG/csqcxYTZtEwE8YRA3pcH25n7ovcr5mNxQAe25/7x/1mFoX+N7B2csYP2JSwno86t3Lt4dFgMEIPrkDIineA8BCn58NPboF7tW5AmszAbdsdDa6F6tgyZE7+Zp/GpWZPuBaui/ATm20vTJMZrvmqIHT7xAe/UhKnNTt9sOmvq1g7oRo8/kt7X7LpEvwCQ9Ggsi2YfO1mMIZMPYwcmVObwA353LiDn7ddRv2KWc15lmXPPpx22Iwb07etLRhOq7dfgZurCyoWTz5ffh5la9bvw8bf/sG6ZUPg4WG7/liybKepz9uwnq006DVffwz5ZAFyZvc2F8zkc9UPP6/Zjfp1Spn2TJ3aA5XKF8a6jfvR+dV65jEz/w37kT6dJ8qUzI/HRUr4bNFn6KOhWusuaDpgJPauWoj5gzoiLMT5M/TI9vV4unM/eGXKikBf25fKYjUbwdMrPY5sW5eg92rz2Tco2fAFLBvRD1u/+ypR10MiVWjZBQ37jcSB1QuxbHBHhIc6t+mJ39ejesd+SJspK27916aFazQy48ec2J6wNk0uUsK5KCWdc1PCeqak9nzcrdl0ABu3HMa6JX1MOSRasnIP/PyD0LCO7Zr2mm8ghgxfhpzZM5jADflc88fPa/9G/drF7de0yUFK2W91jD4e9D30EQ7IcNwTZp7MnDnTdH5zDBV2ZjMAwcwZBgYsnIY/xM5sZhnweWZEOI6f8vHHH6Ns2bJm4HZ2fjMzhVkRQ4cONeXILMxq4XvwfRlwYcYES6AxI4SBBscMBmaScB6cnmW8goKCTPCFpbIYTHIMsDDAwawIZvhwbBIGNVgarH79+iaAwwBNfLz//vsmS4TjtzCjxRJbdg1LfLEUWXz06dPHLCO30ffff2/Wh0EWBiFYyoy4nswUYTAjKgZwGGxi5hDbjK+Nj549e9r/ZjuzlBcDFlbwi9iunC8DYO3atTPbloG19957L9ZAFoNWXBcrMBZTVhDbeeTIkSZIwpJh3I7c97gusc2TAcHXX389znVihhR/HDGra+PGjWYezDSy3pvbieMTcduJPBa8ssGj4QcIv3EWYbtmwyVnKaenI3xPI3T3XLhXeg2p281FyNbxcEnjDY96gxB2fBPCz9vSwMPP/oGw078jVfNxCNk0AhG3b8CjVh8gyA+he+Y+pJWT2LRtmBuLNlzAoEmH8FK9nKa02Nh5J/Bc9eyoUsJ2V1mpwulR4cmM+PibIxjQoQjcXV0wbv5JuLu5oGfrQmYaZsX87+mcmLn8DDw9XFGuWAbsOnQTU386jZefyYNCuSPTlCXptG1ZAwt//B3vDZ2Hls2r4tDRC6aG73ONy6NKRVtJzVJP5UOFcoUwdMQiDOzT3NyBNG7iKvO7Z/fIcp9vdmmMjm9ORu93Z5tBGvfsO4lv5mxCv57PI02a5FN/WyQxpM+aA83eHY3r505i27xJyPOU7U5dy7WzJ/D7/Kmo+fJbeOOb1Vg3cRjSemfG8/1H4N/fVuP03h3xfq+S9ZuhfNO2OLBxBc7s24n8ZWw3OlnO/7sXYSG2cg9y77yy5ECjAaNx4/xJ/DV/EnKVcG5T37MnsGvhVFRq9xbaT12NLVOGIY13ZpNNc2zLapzbF/82FRGRu2vbojIWLtuF9z75ES2blceho5cwZtJ6PNewFKpUsH0nKVU8NyqUyY+ho1ZiYI/GcHN3xbgpG2zXuV3vr+KLiMRO30MTxiXCqgMmIo8sH5/IklHJDQeiY4om022T810P2bKlt/99e0RBPIrcyrRCque/iPX54JX9Efb3YrhkLQaPhh/CNW9FIDgAYUfWIWTjZ0CwQ8q0ZwZ4NPgAbk80ZpF7hJ/fhZD1nyLi+okY5+1eqw88avd5ZLdNVGkGnbL/HbG3Ox6n8mSvfbIXsz8s5zTey7b91zH2hxM4fi4QWb1T4cU6OU2mi5UxQ1dvBGPEnKPYtt/XZD7y9cyEcQy0sPTZN8vPYNmWS7hw9Q5yZk6NVg1yoXOz/I/84Hsu5aZE/hO4Co9LWvirb0zEnGlvo2qlyPHLtu04jDFfrTSDJ2bNkh4tmlZGt06N7Hcq0dVr/hgx5ids3XGYqcjm9X17PI9CBZzHO+OdSROm/IKTp68gR/aMeLl1LXR65TH4MusVOR6cPkOT12fogBKP5pewyv97Da2HTY/1+QXvd8ZfP32HHEVL4oVBo1GgXHXcCfTHgY3LsXLUu7hzKyDG13WfZcuymPJ6I/tjbUfMRMUXOsT6XsMbPgHfC6fxqPriYGSwaFiZR7M9qeyLr6HZJ7G36fIhnbF/+XfIVrQkGg8cjbxlq+POLX8c2bgc68e8i+BY2vSVb2xt+l3nRvf0/KNoyP7INtU5N3mdc9Weyas94bsAj1N5slff/hZzJnZE1Yq2YAtt23kMYyavx/GTPsiaJR1aPFcO3V6vY8+YoavXAjBi/Gps3Xncdp1bsRD6vtkQhfJnTdB7PZIytUkRx2eKPUb1PTRZfQ+NiwIyIo+B5PxBmxI/ZB+XoIMkv4CMJK+AjMRBAZlk5XEIyEjyC8hI/Ckgk7woIJO8PK4BGYmFAjLJzuMYkJH7D8g80JJlkvhj8nCckrhYpcgSC8vGhYWFxfp8lixZsH79+kR7PxERERERERERERGR5EABmccYx8/heDBxie94L/HFAE9cSVWxjfsiIiIiIiIiIiIiIpKSKSDzGMuRI8cDf8/8+fM/8PcUEREREREREREREXncRY7WKyIiIiIiIiIiIiIiIklCARkREREREREREREREZEkpoCMiIiIiIiIiIiIiIhIElNARkREREREREREREREJIkpICMiIiIiIiIiIiIiIpLEFJARERERERERERERERFJYgrIiIiIiIiIiIiIiIiIJDEFZERERERERERERERERJKYAjIiIiIiIiIiIiIiIiJJzCUiIiIiqd9EREREREREREREREQkJVOGjIiIiIiIiIiIiIiISBJTQEZERERERERERERERCSJuSf1G4hIIvBd8LCXQO5Xpjb2P0O/fvKhLorcP/ceh+1/qz2TX5tG/P7SQ10WuX8u1ZfY/x5WJtVDXRa5f0P2B9v/Pvxy2oe6LHL/nvz+lv1vHx9/JGfu7q7IlMkLvr6BCA0NR3KVLVt6+9+7m6uL4XFXYXlo5D/6HpqsvodG7O3+UBdF7p9LuSn2v7sVS/1Ql0USx9Qjd+x/q28hefUrxEUZMiIiIiIiIiIiIiIiIklMARkREREREREREREREZEkpoCMiIiIiIiIiIiIiIhIElNARkREREREREREREREJIkpICMiIiIiIiIiIiIiIpLEFJARERERERERERERERFJYgrIiIiIiIiIiIiIiIiIJDEFZERERERERERERERERJKYAjIiIiIiIiIiIiIiIiJJzD2p30BEUo5LV26iafuJmDiyHapWLGR/fNPWw5g4czMOH7uMTBnTokmDkuj9Rn14pU1tn+byFT+M+noNtuw4htDQcJQvnRd9ujdE6afyJOi95P6ERwCL/gHm/w2c9QOypAHqFQZ6VAXSpbJNc/oGMHILsPsC4OYKPFMUeKdm5PMUGAyM3Q6sOw7cCgEq5QberQ0UyuT8ft/tBb7fD1wJAApnBnpVA+oUfLDrnNypTZOvS9dD0GzwUXzdKz+qPpXO/vimvX6YtMwHh88GIVN6NzSpnBG9/pcdXp5u9mku+4Zg1IJL2Pp3AELDIlCuaFr0eSkHShdK4/Qee4/dwtjFl/H3iVtI6+mKWqXTY2CbnMiSQZeQicbFBRVadkHFNt2RKW8hBF6/giObVuDXSZ8gONDfTJIpXxE0Gjga+cvXRHhYKP5dtwQbvnzf/nxUDfuNRK4SFfBd50b39LzcIxcXZKzfGZkadoVH9kII9fNBwK6VuLZkGMJv29rKI0dhZO8wCmmerIGI8FAE7PwRPvOH2J83s0nthWzthiF95Rfh6umFW4e24crcgQi5eNQ+TdqS9ZDv/Z+jLULAntU4P/qlB7TCIo8ZFxdkfaYrsj3XHalyFEbozSu4sXMFLs4baj8GU+cqgrydx8CrRC0gPBS+2xbj/KxBTscoj8s8r42Ad43/wdUzHQIObMG5b/rhzvkjTm+Xuf6ryPFiX6TO/QRCfC/h2obZuLTwMyA8/IGvenKn76HJz6VrQWjW/0983b8UqpaM/MKxaddVTFpyCofPBCJTeg80qZYNvdoUgpdn5LXp5et3MGruMWzdex2h4REo90QG9GlbGKWLZLBPcyc4DBVf32Kugx2lTe2G3XPqPKC1TN5cXFxQu00X1G3fDVnzFYL/dR/sW78CKyZ8gqD/rmGz5S+C1u9/gaKVbNe4u1YvxdIv3rc/H1XL90Yif8nyGPtKY6fH02bwxovvfIqyDZrCM10GnNr/J5aOHozTf+96IOuaEqhf4RHIkAkNDcXs2bPxv//9D+XLl0e1atXQqVMn7Nixw2m65cuXo3Xr1ihXrpyZ7qWXXsL8+fPtz3/11Vd48skn4/w5d+4cli5dGu3xp556CpUrV0bHjh1x8ODBBK/D3ZbNUXh4OJ5++mmUKlUK169fT/B7cR2iLn+JEiVQvXp19OnTBxcuXIjxdR9++CHee+89p8esbdasWbMYX7N3717zfP369WN8furUqXjllVecHrO2b9WqVU3bRnX58mWzvTmNhfOIumyx8fX1Ra1atbBz506nx2/cuGHWsU6dOqhQoQLatWuHv/76Cwlx5swZvPnmm6hUqZL5eeedd8zy3s/24t987Ntvv43xNVxmPs95R7Vw4ULz3PDhw5HSXLx8E516zYF/QJDT4+s2H8SbA+YhbZpUGDesNd7v+yx2/HUCr/eYhdDQMDMNX9Ou2wxs//MEer/RAF+NaIM8uTOhQ/eZ2H/gXLzfS+7fN7uAz361fdB99Rzwenlg+SGgzyogIgLwuwN0+hG4dgsY3gjoUx1YfRR4Z7XzfAauBdYeA/rWAEY0BC4HAB1/BG46NNmsPcAXW4EXigPjnwPyZgB6rAR2xXxKlHukNk2eLl4LRufRp+B/27lTZ90uP7w1/owJnox7Ox8Gtc+FHf8GouOoU/YvnP63wtD+sxP4/UAAev8vOyb0yI+8WT3wyogT2H/iln1e/5y6jddGnkTa1K74qld+9GuVE9v/CcDbE04/8PVNzmp07I8mg8bj2G+rsah3S+yY/SVKN+uAlmMXmOdTp8+IDjPWwCtzdiwf0hmbJgxBiSat8dLoeTHOr+qrfVDttb6xvt/dnpd7l7npO8jx2lgE7P0F58e2ge/P45GxVnvk7m1rK9e0GZHv/dVwy5gdl6a+gasLPkL66i2Ru+dcp/nkfnsW0ldpAZ8FH+Di5K5wz5QL+Qf/Ate03vZpUhcog7BbN3H6o7pOP1e+j9/1uUhKlON/A5Cv2wTc/Gs1Tgx/CZd/HIss9Tqg8KBF5nk3r4x4Ytg6uHvnwOnxHXF+zmBkqt0Ghd517ico2G8uvGu2xPnZ7+P0uNfhkSU3nhi2Hm5ekcdo1ufeRIFeM+C3ew2OfdIM19Z+g5ytBiH3y5888PVO7vQ9NPm5eDUInT/bB/9bzv1T6/7wwVtf/I20nm4Y16ckBr1WFDv+8UXHT/ciNMx2TczXtP9wN37/2xe92xTGhHdKIW/2NHhl6B7sP+Znn9eRs4Hm2viLHk9h/qcV7D+zPyz3wNc3uWrctR/afjgOf/+6GpPfboV133yJai++jG5f265x06TPiHfm/IL0WbNj1rtd8OOYD1Dp+VZ4Y3zM17gNO/VBo059Ygz8vDV5Mco0eB4/jhmCqT3bIiwkBO/MWYvsBYom+XqmFOpXSFwJvr3xzp07Jghy8eJF9OrVywQzgoKCsGTJEvP4qFGjTOf34sWL8dlnn2Hw4MGoWLEiIiIisG3bNgwbNgxXr15Fjx49TBCnbdu29nm3bNkSzz33nHnckjlzZvvfW7dutf8dFhaGkydPmo7vzp07Y/369fDy8orXOsRn2Rxt374dN2/eRJYsWcxr33jjDdwLduBze1lBnrNnz5pl6NatmwkQ8SRiPTdu3DgsWLAALVq0iDYfDw8PHDlyxKx/oULOd2SsWrXKPp+ovv/+ezNfBi5iEhgYaIJqDJ44+uWXX8w2uhcMjjBg4uPjE+05Bk/4+NixY822/e6770xb/vjjjyhcuPBd5x0cHIzXX38dTzzxBObNm2f2CbZr9+7dTZDJ2g73sr34mjVr1ph92hEDVmvXro11G/N9+R4//fQT+vXrh9SpI++8Sa64v/60ah9GfrXGdhaO4qsZm1CkYFbMGPcKUnnYTjmVyhZAo5bjsHTlHrR+sRKWrNiN8xdvYN7UzqhYtoCZpmbVorhx4xaGj1uN+dO7xuu95P7veJi5G2hVyvbhSNXzA96eQP81wIErwO9nbR+Ui9sCmf67kT5nOqD7CttdEBVyA3svAptPAlOaAbX/u4OhYh6g8Wzb3RTdKgNBocDUP4HXygNvVrFNU6sA8PJiYPIfwIwXH9JGSGbUpslPeHgEftp2w2S3xHQa/PqnKyiSKzWm9yuAVO62+24qFfNC44FHsHSLL1o/nRlLtvji/NUQzBtcCBWesF071SyVDr4BYRgx7xJ+GGL7DB694BKeKuCJSb3zw9XV9rmXLo0rhs+7iHM+wcibzeFWJ7k3Li6o3qk/di+ebgItdHLnRty+cR3/++J7k8VSqHpDpPHOghltquL2jWtmGr/L59Fu0grkLVcd5/b+bh7zzlMQDfuNQrGnmyLI70a0t7rb83KfXFyQudk7uLHxGxNooVsHNiEs4Bpy9/wOqQtVgFfp+nBLlxmnB9cwj1Po9fPIO/AnpClWDbeP7IBn0SpIV/F5nBv1IgL3rTXT3D68DYXHHYR3ozdwfdko85hngTK4c+YfBB378yGutMhjxMUFOV4agKu/TMOFOYPNQ/77NiDM/xoKDfwBaYtWRPpyDeGWPgv+7VPZPE4hV8+j6NCV8HqqBgL/3Q6vJ6vBu2ozHBvaFH67fzHTBBzYipLTjyHbc2/i0qIRcE2dFnle/QyXfxyDC7MH2abZvwlu6TIhfdkGwHe2873cH30PTabXub9dwqi5x2Psg/p60UkUyZMW098vG3mdW9wbjXvtwNLNl9C6QW4s2XQR532CMO/j8qhQ3BYkrVkmM3z9QzBi9lH88GlF89ihUwFwd3PBM9WyI5WHRnNIbOwze6Zrf2xZMAM/jfnAPHZo+0YE3riGruO+R4FSFfBUzQbw8s6CYS2qIdDXds71vXQevWYsR5EK1XF8t+0aN0vegmj13kiUqd8Ut2K4hi1aqRaeqFwbX73xIv7ZbOv9P/rXVozdeQE1Wr5mf3+5d+pXSHwJPuuMHz8ehw8fNh3gDBYULFgQxYsXN4GFF1980QQ12LHP55l1wiALO6jZwc6sCnagz5kzx8yLAZRs2bLZf9zc3JA2bdpoj1kcH8+ZM6fJMGG2ArNWombnxCU+y+aIwSYGburVq4dFixbdc3AiY8aM9uXPkSOHCYww+MNgAbcpHT9+HO3btzfvkzt37hjnkz17dhQtWtQEShxxufhY1IALgyIMUowePdq0V2y4PaPOk1avXh1rECcuDF41b948xudOnz5tgmBDhw4182Y7fPDBB2bdVqxYEa/5MyhYunRpjBgxAsWKFTNZPGxDZkwxK+det5e1LZg9c+nSJafHuZ9xH82VK1e017Dt9uzZg/79+8PPz89st5SA6d8fjVqBF58ti1FDo5fIOHHqKmpVLWq/CKasWdKhcMGs2LzdltZ//JQPMmZIY78ItjAFfM/fZ3HT73a83kvuT0Aw0OxJ4Plizo9bqaNnbwLbztg+SK0PWKqRH/DyALb8d9M8p0njYXvckjkNUDk38Nt/0+y/ZLuDomGRyGkY5+T/f5yzfQjL/VObJj8sQzZ09gW8UNMbo97IG+35ExfuoGbpdPYvqZQ1ozsK506NX/fZUv+PX7iDjF5u9mCMpWpxL+w5dgs3A8PgGxCKPw4Fon39LPZgDDWulBGbxxZXMCaRpE6XAX+v+B7/rHK++/rqycP2UmVFajTC2d1b7cEYOrF9He4E+KFo7WftjzUaMBqZCxTF3K6Ncfnwvmjvdbfn5f64pskAv60/wH+77a5PS/AF27VOqhyF4FW6IW4f3m4PxlDg/vUIu+0Hr7JNzP9eZRohPCjAPG4J87+KW/9uRbpyzzhlyNw5vf8BrJlI8uCWNgOub5qL6785n2+DztnOt6lzFkaG8o0RcHCrPRhDfnvXIuyWHzJWtJ1vM1RojLDbAeZxS6jfVQT88xsyVLJNk758I/N+Piu/dnqv898OxOH+1ZN0PVMSfQ9Nfg6fCcDQGUfwQp0cGNWjRLTnT5y/hZplMztf53qnQuE8afHrbttxe/x8IDJ6uduDMZaqJb2x54gfbgaEmP//PR2AQrnTKhiTRFg2bOeyefhjhfM599IJ2zk3W/7CKFGrEY79tc0ejKGDW9fhdoAfStW1XRcRS5ox0+XLV5/B2X+jX8Oe/mcXRrauY15rCQsJNn1+Hqk8k2gNUxb1KyS+BJ15QkJCTHCCpcpi6pBm+a3p06fD09MTrq6upnOamSWOmF3CzI/EYmUguLvHP9knIcvGaZh9U7NmTTzzzDOmRBYDCYnFCjgxI8Pq8C9SpAhWrlyJvHmjd7RYmjRpEi3AsGvXLnPnBku5OTpw4ICZP7NwypYtG+s8n332Waxbt86pbBnLqTHA0bBhwwSvG+fVt29fE8SLKlOmTJg2bZoJqDhG0PnDYEZ8FChQwMzbyqLisv7www8oWbKkmf+9bi8qU6aMCYhFfQ0zaridYsqQYXYMg24M3LEEW2wl8JKbXDkyYt3i3hjU51l4prbtx468vdPiwiXnYy0kNAwXL93E2fO2wFkm77QIDLxjv+C1nDlnKxF47oJvvN5L7k+G1MD7dW0foo42nrD9LpoFOHEdKOh8bWtqg+bJAJz8Lw7KafJlsD3uKL83cMqa5r/fBaLMK39GgFWV+IEu909tmvzkyuKBtaOKYVC7XPBMFf2zyDu9Gy5ctX3RtISERpgSZ2d9gs3/HFcmMCjMBF4cnfnveWa/MPDDO6E4bf8pZ1Gh+0FU6HYQ7047B78or5N7d8f/JtaOfMee5WJ5sr7thhaf4weRpXBxXDsVOXYIRYSH48b5U8hSMPJb0eavP8K0lyrgzK7IjHJHd3te7k/4rZu4Mqe/yXJxlK6SrWzunXP/IlWeJxF8ybktERGOkCunkCr3E+ZfThNy5aR53FHI5ePwyGWbxsUjNVLlKgaPbAVQYPgOFJt9A4XHH0Km53on7UqKPMbCAm/i3PS+JsvFUcZqL5jft88chGe+4tHGgeF4L3cun0TqPLbzrWfe4gi+fCLaODB3Lh6D53/TpC1UDqEBN0zpsydGbEK5JbdQevY55Gz9ftKuZAqj76HJT66snlg7vioGvfoEPFNF7670zuCBCz53nB4LCQ3HxWtBOHvF1oYcV8Zc5/4XeLGcuWx7/tyVIKcMmU6f7UX5V39F1U5b8OG0wwi4nUx6ex+y2/43sWDYO/YsF0u5hrZr3AtHDyJXkeK4HMM17tVzp5CjUOQ17rIvP8InzSqarJeYBN++hRN7dyI8NBSubm4meNNx1EzTb7d96ewkWb+URv0KDzkgwxJbHPeDnc0xYdYHO7IZZOjSpYvpyOf4IAx0sPN9//79SJ8+fbSyUfeKy/PFF1+YjvOYOtVjk5BlY2CEgSgGY6pUqWJKayVGRzsDAf/++y8mT55sMoys93355ZdN2S2+T1xY2u3QoUM4deqU/bGff/7ZBB4YcHLEMVFYLi1fvnxxzpNBF2Y3OY71wgAEg1EZMkQOfhZfHK+GJeliCl5wfnXr1kWqVJF32LJEGDNnateuneD3Ypk7BkL+/vtvs/2ivmdCtpeFgRfHgAxLpDE49/zzz0ebluXSli1bZrYh93++H4N+fM/kzjtjWuTMnjHW519qWh5rNx/EtDlbcN03EBcu3cDgz36Cf+Ad3A6ydf41b1IWLq4u6PX+fBw9cQV+/rex/Jd9WPrzHvO8Nd3d3ksSH+9OmLELeLoQ8EQWwD8Y8Irhxng+xsHZKLZp0nrY7qww0/x3He04uJuZz3/fb6zpJPGpTR9v3unckTNz7B0BL9XOZMaRmf6zD677heLCtWAMmXke/rfCcfuOrfOoeXVv8znZ++szOHo+yARYVmy/gR+32K5+OZ2vvy3oMvib8+YL8cRe+TGwTU5s2uuH7uNO33O2sNxd7tKVUaPTABzZvBI+xw7AM11GBMcwsCkfS+2V3v4/p43L3Z6XxOdZpDIyN+uHgF0/I/jcQbimyeg0MLiFGTGuaWxt6ZYmI8JimcYtje16PFXeknBx90CqnEVx7afPTXmzgF0rka3dZ8jaaugDWDOR5CFtsSrI+dJA3Ni5AkFnDsAtbUaE3Yrh+LsdYDJeyNUr5mmYNcNMOXLPmBUubu4o+tEK+O36BceGPodrG2YjV7uPkPuVYQ9gzVIGfQ9NfrzTeSBnltgzGl56OpcZR2b6stO47heMC1eDMGTKITM+4u07tmvX5rVzmrvpe3/5D46eDYRfYAhWbLmEHzfbqp9wOl7HMhvn9KXbaFApK6a9VxbdWhTAz9svo9vn+03pNEl8BctUxjNvDMC+DStNQIZjyAQFRL8h+06gP9Kki+yD5LTx1e6jCfh03QFUadYWq6eOwvnD/yTa8osz9Ss8wICMlVHCLIC7YUc3sxUaNGiAffv2YcyYMWjVqpV5nJkJ94Ljr1g/pUqVMuWwvL29zdgjLCMVXwlZNmYElStXzgR92NHOTvpNmzbhypUrCV7+rl272pefmSEsm8ZMjgkTJsQaFIgNs2hYpssKGDAgwIBGTMGC+GKQhOPHOAYhGJC5n3nG1+7duzFo0CA0btwYTz/9dIJfP2DAACxcuNC0FcuWsZzZ/W4vtjXLlrHkGzEzitk4JUpET5397bffzHg41vy4L3F/ScxssMdVzy710PWVWpgwbSOqPzsSjVuOh1fa1GhQuzjSeNrOqEULZceU0S/j7DlfNG3/NSo3GoFZ839Hr671zfOeniqN8zCwzme35bY7Gj5rYHssrmtTKw4aVz+tVfnobn25DhWSJBGpTZO/Hi9mR9fnsmLC0iuo0esQnhl4FF6ermhQIT08U9uuNYrm8cTkPvlx5kowmg0+hipv/4tZa6+iZ4sc5nlOx6waKlkwDYZ1yoPqJdKhbf3M+OjV3Nh99Ba2HQh4qOuZXHFMmHaTV5rslxUfdDGPucRxjRgRJYtCHh0cEybvuz8hxOcULk7rdte2tJ+M4zhZ8q5RCrl0zARhznzSEAF//IRbBzab7Jybv85Gpud72zuFRSR2HBOm6NCfTfbL6QmdbQ+63P186xLHNFZmm4t7KrilSYfLS77A5cUjEfD3ZjNuzdW1M5D9hT5wTZMukddGYqLvoclPj1YF0fWF/Jiw4CRqdN2GZ3rtgFcadxNU8Uxlqz5TNK8XJg8sgzOXg9Cs/x+o0mkrZq06h56tbDdBe6Z2M99bJg0ojQXDKuLlZ/KicglvdGqWH0M7F8OuQzexdZ8tQ0oSD8eE6fXNCpP9MntQ17ueT61rnoTaumgmxnRohDXTx6BZrw/RvLdtXD9JXOpXuH/xr/PFum7/lYZilkx8sHOcP8wGYabAr7/+irlz55rABMtZ3S0LJCoOlE7Xrl0zg9PzN8ukxVXa636WjY+z3NeQIZGD7rHDndNxjJe33347Qe/J8XWskmEsscb3YHm3e8VOfwYVOD7MH3/8YebFYM/WrVvva54jR440Y7ucP38eJ0+eNBk2MY0tk1iYdcJxV5h5xXFu7gXHjyHuF8yUYSCN4/Pcz/Zi0I9ZRXzNq6++Gmdwiu/H9qxWrZr5P2vWrOZvloljsCghAcPkxt3dDf3fbmwuiM9e8EX2rOmRIX0avNz9G1Ov18L6vht+7ItzF23nl3y5M2Hxit3mb8fp5MFYfQQYvN6WJjrtBcD7vyZInwq45Zz9bfCOhxz/DUeRLjVw9VbM0/D11jTWYxkdToPW3Q5R74aQ+6c2TRlYeqFf65wmMMMSZdm9PZDByw0dhp8w48ZYapVKjw2ji+H8f+XNOCbMkt9sGTLeXm4miENPl4vMwKDapW3//3s6yMxDEk+JZ1qh2aczcP30UfzwZlPcvmnrDAjyv4lUXtE771KlywC/KxcewpLK3aSv9hJydpuG4ItHTeAkPMDWlmG3bsLVM3pbuqVJjzu+trYMv+UHjwzZo03DDJrw27ab48Jv+yFwX+T4FZbAPb/Au15HU/Ys6NifeBy4O4wDkBy5/VeTw/otj4ZMtVqhQO+ZCLpwBMeGPo8w/8hjlIGUqNzSpkfItfP2ady9s8c4DZ8z09y23bRw88+fnabx270G2Z7tBs98JXDryB9Jsm4SSd9Dkx93N1f0a18EPVoWxNkrQcieKRUyeHmgw0e7kTFdZPdmrbKZseGrajjvYytPljd7GizZdNGebc7xEauWdC5zT3Ur2PooD50OQJ3yCeuvlNhVeq4lXvt8hilPNqFzMwTesJ1zbwfcdMr2tnh6ZcCNy/d2jXv6b9tN9kf++A3pMmVB4y7vYOXEz0w5M0kc6ld4CAEZdk6zo5nZDCzJFNOg5iwXxQ5vDmjerVs35MyZ02R/MKuAPyzp1LRpU/z555+mgzwhOGaI9ZvlsJjV0rlzZ/z444/RxgyJDQdp52vjs2wcE4SGDx9uBo6POmD9m2++maDMFpZ0s9YhMbANmF3DMl8MFsTUJgnFbfDBBx+YgAWzh5itkpTBBAa3uM9YgSDHEmZ3wywYLqPjfsRlZYAupgyme9leVtmyNm3aYMOGDSYQF9X169exefNmU9rOcUwcBvuYCsuyd61bt0ZKtXPXSQSHhKJ2tSfMHUgUGhqGI8cvo8Xz5c3/TB/f9sdxvPBsWXMBbDl4+AK8M6RB3lxRikdKkvp2NzBmG1A5LzDhOSD9fx+IVDATcCZKTD4sHDjnFznoGuuGbjttu0PC8e6FMzeBwra4Pgp5Rz5W2uFDlv9zXMV8qgiQqNSmKcfOfwMQHBphAifMhKHQsAgcOReEFrVs51eWMdv+TwCa1/Q2gRjLgdO3TdAmT1YPBAXb7koLDnG+RYnzotQx1PWWe1fttb5o0HcETv/1Kxb1aYU7DuUbrp86gkz5HEa1/C/TwjtPQRzeYLtZSR4dHMeFpcNu/fsbLnzZ1gRPLAzQeORwbkveke+RrSD8/1xunyZtmYa2WwkdbhHk64LP/zf4eIGySFO0Cm5snOE0jct/A9eG+V3F4yJTpv++oSdzGdSp+8jI/uI7yPP65wj451ccH/6SCYJaOH5M6lxFnV/g6opU2Qvhxu+2823QuSPIUL5xtGOUrws6aytXfefCUft4T45YapAigp3HK5Gkoe+hyc/OA74IDglH7XJZTCYMhYaF48jZQLSom9P8zzJm2/dfR/M6OU0gxnLgpL8J2uTJ5onL1+/g1z3XTOAmd9bILy7W9W/mDBonKLE06tQX/xs4HEd2/orJb7d2KlF2+eQRZC8Q/Ro3a96C2LMu/te4HIumUNkq2L50jtPjZw7uRc2WryOddxb4XbVVvpH7o36FxJOgb9MMPrRs2dIEKqKWhKIZM2aYMTzy5MljOq6ZHRCVNRYJAzv3I02aNCab4urVq/jkk0/i/Tp2+Mdn2di5zmlYwotjgzA7x/p56623zADyzKp5mDjuDMefYXBh7dq1iVJaLF26dGYMFwYhGFRLynJl8+bNw6effmrGzRk7dmyCgjHEDKbevXvjxIkTkXcd+fmZrB6WKEuM7cWADAOQzIBhQDKm+XI/4f4yceJEp/2EP8wqS4wxhx5nazYdwAcjlpsBFC1LVu6Bn38QGtYpbv6/5huIIcOXmYtmi881f/y89m/Ur108xnGIJGks/AcYvQ1o8gQwtbnzByzVyA/8eQG47vA9cvsZ250QfI5q5gcCQ2wftBZO/9cFoMZ/Q1mVywWk8QDWHoucht9p1x8HKucB/ss4l0SgNk1Z1vzlhw+/vWAvOUZLtvjC71Y4GlSwXedc8wvDkG8vYOe/gfZpfG6E4OcdN1G/fHpzzi2SO7UJzKzaedNpvJiNe2xfoioVS7mZn4mtQssuaNhvJA6uWYx53Zs6BWPoxO/rUaBSHaTNFHntXLhGI3NH4Ynt6x7CEktsMtbvjOwvj4D/ziU4N/IFp2AM3fp7A9I+VQtu6SPb0qtMQ5P9Evj3evM/f3OsGK8yjezTcPq0xWsi8O8N5v/U+UoiR6fxSFuyntP801driRCf06ZM2uPC1zcwWf/4/TdQOH8/7GVJyp/HRdZnuiJvp1Hw3brIjOviGIwhvz3rkK5UHbhniDxGM5RrbLJf+Bz5711nxpPJUP4Z+zScPl3J2vDbu86eCcNyO5nrtHWaf8YqzRDqdxW3z/6bxGsqpO+hyc+anT74cNphhIRGlrNasukS/AJD0aCy7bi9djMYQ6Yexs5/fB2uc+/g522XUb9iVtOmYeERZj4L1jtnYazefgVuri6oWFyBuMRQu00XtHzvc+xavRgTujSLNl7Mwa3r8UTl2kjncI1bolYjeKZLb56LrwKlK+K1z6ejcLmqTo+XqNkQN69chP+1hA85IdGpX+EhZsgQs1+2bNmC9u3bm85wlpliCTOOycIO6C+//NIEZLp06YLx48ebQeKZwcCO/mPHjmHSpEmoWrUqKlWqdN8Lz851vs/kyZPRrFkzU1rrbthBHp9lY4e9r68vOnbsaMYeccTxZObMmWM62lke62FiwGD69OnInj27vWxXYsyTJcv4QVWnTp1Yp+PYKhw7Jaq4XmNh0ISZR40aNTLZSgysWVhKLH36u5dBqVmzptkH3n33XXz00Udmeb/44guTLcXxeRJje3EaZjVxnCEuZ0wYrGHpM2YXRcXj5OuvvzaBSsfsmZSkbYvKWLhsF9775Ee0bFYeh45ewphJ6/Fcw1KoUsFWx7VU8dyoUCY/ho5aiYE9GsPN3RXjpmww5R16dn24x1hK4hMIjNxiqwPargzwr4/z87wToW1pYN4+oMtPwFtVgBtBtjskahcAyueyTVcpj+2DcuBaoF9NwNsTmLgTyJAKaPPfYcAP2I7lgcl/AB5uQPmcwNJ/gYM+wLctHvy6J1dq05Snbb3MWPSrLwbNOIeX6mTCoTNBGLvoMp6rkhFVitvuJCxV0BMVnkiLj+dcwIDWOU2Zs3FLLsPdDejZwnYHKT9TB7TJib6TzuKdyWfRqm5mHLtwx0zXuFIGlCigu70Tg1eWHGg0YDRunD+Jv+ZPQq4Stjt2Lb5nT2DXwqmo1O4ttJ+6GlumDEMa78wmm+bYltU4t2/HQ1t2ceaWMQeydxiJ4CuncGPtFHgWKuf0fMjlk7ixfjq8G3dH3kErcW3pcLily4xs7YYhYO8aBB3daaa7fWgbbh38FbnemgmfH4YgLOA6svzvfVMKia8n/z9+ROamfZGr+wz4LBqKUN+LyFCjNdJVeB4Xxr989+Lbj5BQh0615CwsLDzFrOujyt07B/J2GWPGjPH5eRLSFKng9HzwxeO4unoKsjV9G0U/+QUX538K9/RZTDbNzb9WI/DQ72a6gANb4L9/Mwr2m4Pzs95DqP815Gr3IcICb+Dqqim2eZn3mIgc/+uPiNAQ85oMlZ9HlnodcHZqLyBMpXMeBH0PTX7aNsyNRRsuYNCkQ3ipXk5TWmzsvBN4rnp2VClhy3AqVTg9KjyZER9/cwQDOhSBu6sLxs0/aa53e7a2tTuzYv73dE7MXH4Gnh6uKFcsgxk7ZupPp/HyM3lQKLduPLpfGbLmQOv3v8DVs6ewae5k5I9yjetz5gR+nTcN9V55C31mrcLKr4fByzsLXhowHH//+gtO7In/Ne6uX5aiced30HnsHCwfNxT+16+iSvO2KNugKWYO6Oh0c5ncG/UrPAIBGWamsMzUzJkzTcc2M0XYgc6SX99995090MKxXQoWLGgGWv/+++8RFBRkAhnsEI+tY/teMFuFY3x8/PHHqFKligmu3E18lo1ZQMyoYKd/VHwPlkubPXu2WX++9mFh2S0GwTiQfWJhYIvj5nB7xJW1sn37dvMT1eHDtnIKcWGbMauE4/Xwx1GLFi3w+eef33UeXDbugyx1xiBbcHCwyWji/hnbfnAv24vbgUG/mEqc/fPPPzhy5EisY98wIMNlZPAupQZkihXJgamjX8aYyevRvf88ZM2SDt1fr4Nur0cG7tjx99WIthgxfjU+HLnCdCRUrVgIX33eFrlz6u6UB2XLaSAoFDjvB7y6JPrzwxoCLZ4Cvv0f8PlvwLtrAS8P4JmiwIBaztOOfw4YtdX2Acx0VH4Aj33WuQbom1UAllRf9A8wazdQJDPw9fNAhYd3Sk121KYpT7G8npjSpwDGLr6EN8edRtaM7ujWLBu6Nc3mdM6d0CM/RvxwER/NvmD6bqs+5YUJPfMjd5bIz/0mlTMidW8XTFrmg+5fnkbGdG5o+3Rm9Hkpeu18uTdFazeBR5q08M5TCK/N3hzt+eVDOmP/8u8wt0tjNB44Gi+OmI07t/zx79olWD/m3YeyzBIzr3LPwDV1WqTKXhD5P7Jlsji6OPUN+P02F2c/exbZXxllAi7hQf7w3/kjrswb5DTt+S/bmeBOtvafmZJmt4/swIWvXkH4rRv2ckdnRzRF1tZDkbXlB3BLlwXB5w7iwri2CNi18oGts8jjJGOlZ80xmjpHITw5Mnqli1PjOuH6xjk4Orgh8nYZi0L9vkPYbX/4bluM898OdJr2xIiWyNt5NPJ0HGkGpQ74dztOjmpngjKWczPeQfDVc8japCtytByI4EsncPqrN3Bt3cwHsr6i76HJUbH86TDl3TIY+8MJvDnqb2T1ToVuLQqYH6fr3HdKYcSco/ho+hHTGc/xYia0LeVUnmxolyeRL3saLNtyCZN/PI2cmVOjV+tC6Nzsv1v55b6UqtsEqdKkRdZ8BTHwh03Rnp/1bhf8/uN3GPtKY7QePAadR89GUKC/Ca4sHpmwa9yQoNv48vVn8eI7H6PFgM9MibJzh//GxO4vYf9GXRclBvUrJD6XCIUKRR59vgse9hLI/crUxv5n6NdPPtRFkfvn3iMy8Kz2TH5tGvF7zFmW8vhwqR75TWFYmWQy8mMKNmR/cOSNPy/rrtXH3ZPfR47m6uPjj+TM3d3VjJPDsl7JOUMmW7bI6ga7myf4nk95xFRY7pDBo++hyep7aMTe7g91UeT+uZSzZeJRt2JRakbJY2nqkTv2v9W3kLz6FeKiEVlFRERERERERERERESSWLK6fYXj2+zcaau/HBurFFliYYm2sLDIQeKiypIlC9avj/9gVGLTvHlznD17Ns5p2NZxlVQTEREREREREREREXlUJKuADMeR4XgwcUns8V4Y4Imr6pubm1uivl9KMWXKFDPGTFw8PDwe2PKIiIiIiIiIiIiIiNyPZBWQyZEjxwN/z/z5NeBXUkjswJmIiIiIiIiIiIiIyMOkMWRERERERERERERERESSmAIyIiIiIiIiIiIiIiIiSUwBGRERERERERERERERkSSmgIyIiIiIiIiIiIiIiEgSU0BGREREREREREREREQkiSkgIyIiIiIiIiIiIiIiksQUkBEREREREREREREREUliCsiIiIiIiIiIiIiIiIgkMQVkREREREREREREREREkphLRERERFK/iYiIiIiIiIiIiIiISEqmDBkREREREREREREREZEkpoCMiIiIiIiIiIiIiIhIElNARkREREREREREREREJIkpICMiIiIiIiIiIiIiIpLEFJARERERERERERERERFJYgrIiIiIiIiIiIiIiIiIJDEFZERERERERERERERERJKYAjIiIiIiIiIiIiIiIiJJTAEZERERERERERERERGRJKaAjIiIiIiIiIiIiIiISBJTQEZERERERERERERERCSJKSAjIiIiIiIiIiIiIiKSxBSQERERERERERERERERSWLuSf0GIpLyBAQEoGbNmvDy8sKvv/4KDw8P+3Pvvfcezp8/j++++y7a67766iv8+OOP2Lhxo/n/lVdewR9//GF/3t3dHZkyZUK1atXQp08f5M2b9wGtUcoVGhqK77//HsuWLcPJkyeROnVqlChRAm+88YZph/i2O6k9H582ZVvlyZMHn3/+ebTXRz2Go7aro06dOuHdd99N4jVKmeLa7vT7779j1KhR8T7fsl35vyPrGK1evToGDRqEzJkzJ8GaiKOIiAjTDvw5evSoOa/mypULTz/9tDlGs2XLZqZ78sknnV7H47hAgQLo2LEj/ve//8W6n7i4uCBNmjQoUqQIunXrhkaNGj3AtUvZHM+dcZ1jLZcvX8aECRPw22+/wdfXF97e3qhRowZ69OiB/PnzP9Bll9jxWBwxYoT5m+dJR7wOyp49O5555hlznRMYGIjnn3/evGbWrFnR5jV//nwMHToU33zzjbmekqRRv35983v58uVIly5dnNc4YWFhWLBgAZYuXYrjx4/Dzc0NRYsWRcuWLfHSSy+Zc2rUfcHxHBwSEoK+fftiy5YtmDhxImrVqvXA1jOliU+7sn0aNGgQ6zyqVKli2j7qNRHbPUOGDChfvjx69+6N4sWLJ+GaiCO259y5c3HkyBFzvBUuXBitWrVC27ZtY71+dbR48WKULl061j6IVatWoX///uZ4/vjjj+HqqnvWH1ZbWtavX2/OuwcPHsTNmzeRNWtWc/3D61Ze6zoe82xTx89cTlu3bl1znOp7S9JJSF9BfNr9lRTaT6SAjIgkup9//hlZsmSBj48P1q1bh+eee+6e5/Xss89i8ODB5u87d+7g7Nmz+PLLL80JfOHChcidO3ciLrk44vZm597FixfRq1cv8yUkKCgIS5YsMY+zs7dZs2YJane15+PVpvHl2K6O2PErSSe27U68iE0o7g8M1Fi4b+zZsweffPIJbty4genTp9/X8krcwsPDTWf7X3/9he7du+PDDz80AW4GZiZPnmw6C9jpwPMsvf/++/bz7K1bt7B161YMGTLEfAFlACem/YQBH3YKz5gxw5wD+IW3TJkyD2mNJTbBwcF49dVXUbBgQROUYaf+hQsXzN/t2rXDihUr1NHwiOJx6NgZz3Moj1V+/vKY/uCDD0wHPTsJ2anvGID74osv0L59ewVjHgB2FvGah59vsWH7vf3229i/f785NzOYwgANgyvshOINDfzMZGd9bDfAvPPOO9i2bRumTZuGqlWrJuEaSXzalTc4OB6jljVr1uDTTz91uknB8ZqI+wKvnadOnWrOwbyxiTczSdLiefKzzz4z1zAVK1Y01zA8noYNG4arV6+a4zKm69f4Xg8zGDNgwADTprx+cgywysNpS/7PPoEuXbqYz0rejML+gm+//dZcB/O6lTcVOd78xx/rews7/flZ2qFDBzNt+vTpH9o6S/zbPaX2EykgIyKJjp27tWvXNp0HvNvvfgIynp6e9juCidHxUqVKoWnTphg7dixGjx6dSEstUY0fPx6HDx/GypUrzRcYCz8oedc2P0h5Zwo7DOPb7mrPx6NNEypqu8qDkdjbnXeWRZ1fvnz5cObMGfNF19/fX19skhDvmGd2Ib90lCxZ0v44v4CwI4931vPO+YEDB5rH2RaO7cW7BtlByDu5HQMyMe0nH330kemI4LlAAZlHD7+snjp1yuwLGTNmNI/xTkTeYc/OerYbAzby6Il6rPH43bFjhwmiMSDDa6NffvnFdBrzOOXdvNYxyb/ZOShJj59t7Kxr0qSJufM6Jux8Z4CcHUq8o9fCzkBmUrRu3dqck5m9GFcwhgFwdkTJw29XBs+iHqO8C58duHyN43k16jURj2Weg9u0aWOCNz/88EMSr43MmzfPdMI7Bq95LDKAPWfOHHtnbkzXr3fD8zDPt7wzn3f0y8Nvy7Vr15qsikmTJjllsvHY4zmXgTPemMLvs5a0adM6tT3PAU899ZS5Zua5l0EdefSP4ZTaT6R8PBFJVEzn37dvn+kwaNy4MXbu3GnKIiUmdkKxHACzMHgXqSQ+3gnGAAu3s2PHvYWpo7xbnh+c99vuas9Hs01FHMth8a7B2O4ClvvHO8aYzt+8eXOnYIyFxyW/uPA4jUt8j1+WAqBUqVLd4xJLUrJKpmzevNnpcZbMYemHF1544SEtmdwLnjsdjzUGX3hOHT58uPl/9erVpjQdgzTKLH0weK5lOU7rhpSYMhbZMchrJsdgjIXZETwOOQ2njSkYw9KhvKtbwZhHp12j4o0mLG3E62LexX037PhnFtvu3btNxowk/WchswxZtsoRg6AMvN0rZkT169cPnTt3VjDmEWrL2bNnmxuQYioryM9MBmKsz824MIDDbDdW75DH+xhOn8z7iRSQEZFExbvIeKdCnTp1zAchL1yZLZHYihUrZtJSeQepJD6miLJEUYUKFWJ8PkeOHOauaquD9n7bXe356LWpCIME7HTgFyQGWnmMS9I4d+6cKbUS253aVoZEbAEUdgiyDAvvxuadaHHheCT8QstzLttVHj3sUORdgcyG4vgjrGvPjgW2XaFChexZM/JoY+cBg2ocs42lOCwsO8jSZWxTZrVxXIuuXbuibNmyD3V5UxJ27rEDnp1EI0eOjPY8byqK65rJOk6vXLlirq8sLGnG8SjY4csx9NSmj1a7RsVxn1hqmVnAUcedies7Cx06dOi+l1fixrJVzGDi90t24LL0H0sIspOWn4X3glkYDJiWK1fO/JZHoy0ZyOZ3jriug/ld1arMEZ/jlOdmlumVx/sYLpaM+4lUskxEEg0/SHnnJkse8S5d/rDe8k8//WQueHiXdWLhXaLWnU2S+Ky7GOLT6ZMY7a72fLTalFhehR0KMXUwRe2giGla3hHKVHFJOrG1UcOGDU35jYRiaRbW4bawfi/HqWCJnbtlZsj9YR1lijouCMeSYcah411/1h1/vMueZVOstmJHINuenYSx7SechtMyuMOgjMqVPZoYeOMYBcyKYlkVlsZh2QdmNrFcDjsReeODPHocz6G3b98210A8h0bt+GMJDmbG9OzZ03Q2OJbtkAeD50EGTVhKjoFPXrtGvWaKa/wJ67nr16/bB5pmOR1mJDODhmV3OF+V+nx02tURs5d41zWvl5544ol4z1/fWR4clpHLmTOn+SzkDScs60ocX43XMFb2WdTrVwuPQ36WWjgmH8/FzMLg/Dh4PK+b5OG3JUuN8eaiqNfBHA+K4yc6YsZFfI9TZsrFN4gjD+8YTqnnXAVkRCTR8ATLTiXW7LTw702bNpkvnS+++KLpTIia2m/h41YZlbuxTsjWCVoSl3UxxLsDE6Pd70bt+Wi1KTHAxrs8o2L91qjziGlalT5LerG1kZXJktDzLe/It+rzsgwhO/uLFy9uynkoOyZpWR17UVP6mRnBu8KIpXF4N72lV69e9gwXBkrZ0cCOJQ5CzfKDMe0nLB3Au4Dj6mSURwPPobybkD/MjPnjjz/MjQ7sXGJZK4018mhiG1l36jMYw3FhYss8ZW17dggy4K0A28PBACcD1hzQm2MzWaxzZFwdQNb52rED0Sp1xrZnSTNmQo0bNy5J10Hi366OHbpjxowx5cdY5iwh9J3lwWImC394bDErid87WeKVWYUMqEW9fnUU9aZAfpbys5N37fP1LG3H17LDWB5+W/JzM+p3TN6s8Nprr9mzm+I7joh1nMY3800SJiHfMe/W7lmyZEmx51yVLBORRMOBhK0PTt6Rwh/eoURW+SqeSP38/GL9YhPfu/cPHDhgOggZXZfEx7tU2InA1OGYsLO2U6dOpgMwPu1+N2rPR6tNiXcT8Y7PqD8x3WUU07RMK5ekFVsbWQMiJvR8yw5gax7sxGenPgej5t2ELF8mSXt8st0cs2GIx5HVJlHbi19grOd4dy/vwmcHL8eisI7jqPsJ30fBmEffokWLTEaMhW3GO70nT55sflt3GMqDxZtPDh8+bP/fOi86BlysYy1//vzm+I2rDKh144JuYHi4hg0bZjp8WDrOwvbjOfnPP/+M9XUMknIaDjxsYXCN52O+nplsvDFp4cKFSb4OEr92tTKa2E684YRtlFD8zkIcOFySzqVLl8xNKfxt3VDC75hvvvkmZs2aZUpRWcen4/Wr40/UQAsz/BmMIWssEt6wwuxhefhtWbp0aXNedcSAt9Wed+u4j3qcsl9B2TFJIz7fMRNyDKfUfiIFZEQkUVy7ds10EHDQLd4d6PjDeva8E+nIkSPmLhTWZebFcFS7du0yH8R3w9RTzpcpkLqjMGnwA7Nly5Ym2BLToJUsRfX333+bD8f4tHtc1J6PVpuy1IMkD/d7vi1atKj5osoxEJJiLDCJxE7bV1991ZwLY6tLH58BhK0O4tjuWpPHw7Fjx/D111/HOCg1vwQnpFNCEs8333zjVHospgwJefywFCQH9uZ4iCx9ZJ2TX3/9dfMYb1iJikFvnq87dOjgFHRz/Lt169aoV6+e6fjlMS0Pv135GckMCWaesrxcbOOyxYYd9xyIukqVKrrxKImxbXhzAstiR2XdKc8bzRLC8a59BlOZCc4OYZYXlIffljzncjzELVu23PN1MDEAsGHDBjRr1uw+l1xiU7JkSfzzzz8mQ98R/+cYMfyOmRjHcEAy7ydSyTIRSRQ80XIsEaYeFi5cOFoNfNb+ZIceL4x51xgf4528/JuDKbIEBwde46CKjnjBzOeJNZlPnDhhLpp4Qa0xDZIW24gXREznZ8ki3lXENGLWsucH45dffmlSh+PT7qzjTGrPR79NVZrq8eF4PEXFO5NYFzsh59uYcF9ZtWqVKRHArBl1QCT9wJfc5ixT9fTTT5tSCwxqM7WftZcZ6Lbwzl+r/RmAYQfh+PHjzd1n1qDD8ui6fPmyyWaKigOfduzY0YwV9Morr5gSdLyTm6VWuA/wemvq1KkPZZlTOg42PHPmTHNtU6lSJTMGBTsVOHYBr4fk8dWqVSszXhM7A3PlymUeY9Ywb1R5+eWXzVg/1lgknIad+dWqVTPXv3HhAPPsFORnMAMDiTmepiS8XXnu5Hl05MiRpnMv6jUUA2pWgJXfU6zn+V3n/Pnz5vjnwNK8bpakxXbgdRGva3gnPTtkeU3E4Ca/O3IcGJ6HeVw5tlVUfA3LfMaEZV9btGhhsk95PFeuXDmJ1yplim9bEjv5mUHBMmXMCOYNKKdPnzaZhsw4ZDs5unXrlr3t+b2IWawsE8nMRV5LSdLgTZ7McmGFFLZX9uzZzTly2rRpJvDJ5/ldNL7tnlL7iRSQEZFEwbvu+UU1aqc8sROQHYPsRODd1uxY4gcl08RZ/oFfZjmgFzvuOa0jfvDyh3hy590snNfYsWPVMZjEePHKtuKXD5YuunDhgkkJZ2cf62PzA5RfMuPb7qT2fPTbVB4fjsdTVLz45YVvQs63MWE9Z5b9YC38oUOHmi+tknRZbGwrtumSJUvMAJgsB8C7x3hssi0dOwt417VVcoOdSPzSyvMx7+Bnu8mjbfv27eYnKnYmsMwK7yqcOHGiaWN+QWVHbtmyZU2WhjqNHo7atWubG4sYzOb5lIFPnhNVoz554Ged4x3VPCfzs5Q3rDArgjetsGOIJcl4XcsOp7uda3le5nzZYcXSWfwclYfXrgzGsA0HDhwY47TMErfGamOWvxWEswI1PAcwAFCkSJEHuAYpFzthWaaInfG8mYgdtsx8evbZZ9GtWzf7dI5tFRXbunPnzrG+B8cZYpksHtPLli2Dt7d3kqxLShfftmTZc7Ylv6fwhhTejMI24Rgk/LzlzWGO+J2WP8QgKwOvLOHLgLrKlSUdng/5ucjPSN6wwBs82U5sO2aeWWWW49vuKbWfyCVCRcFFRERERERERERERESSlMaQERERERERERERERERSWIKyIiIiIiIiIiIiIiIiCQxBWRERERERERERERERESSmAIyIiIiIiIiIiIiIiIiSUwBGRERERERERERERERkSSmgIyIiIiIiIiIiIiIiEgSU0BGREREREREREREREQkiSkgIyIiIiIiIiIiIiIiksQUkBEREREREREREREREUliCsiIiIiIiIiIiIiIiIgkMQVkREREREREREREREREkpgCMiIiIiIiIiIiIiIiIkha/we+dnU8h1rjoAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "msm.check_availability(dfx, xcats=constr, cids=cids_eqx, missing_recent=False)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "msm.check_availability(dfx, xcats=labour+exps, cids=cids_eqx, missing_recent=False)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "msm.check_availability(dfx, xcats=cpi+ppi, cids=cids_eqx, missing_recent=False)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "msm.check_availability(dfx, xcats=ecox, cids=cids_eqx, missing_recent=False)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "msm.check_availability(dfx, xcats=eqrets+fxrets, cids=cids_eqx, missing_recent=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Transformations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Excess inflation" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "calcs = [\n", " \"XCPIC_SA_P1M1ML12 = CPIC_SA_P1M1ML12 - INFTEFF_NSA\",\n", " \"XCPIH_SA_P1M1ML12 = CPIH_SA_P1M1ML12 - INFTEFF_NSA\",\n", " \"XPPIH_NSA_P1M1ML12 = PPIH_NSA_P1M1ML12 - INFTEFF_NSA\",\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids)\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Excess food and energy CPI inflation" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "calcs = [\n", " \"XCPIE_SA_P1M1ML12 = CPIE_SA_P1M1ML12 - INFTEFF_NSA\",\n", " \"XCPIF_SA_P1M1ML12 = CPIF_SA_P1M1ML12 - INFTEFF_NSA\",\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids)\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Excess retail sales and consumption" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "# Proxy nominal retail sales for countries where nominal sales not available\n", "\n", "calcs = [\n", " \"NRSALES_SA_P1M1ML12_3MMA = RRSALES_SA_P1M1ML12_3MMA + CPIH_SA_P1M1ML12\",\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=['ILS', 'SGD'])\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "calcs = [\n", " # Consumption: excess real private consumption\n", " \"XRPCONS_SA_P1M1ML12_3MMA = RPCONS_SA_P1M1ML12_3MMA - RGDP_SA_P1Q1QL4_20QMM\",\n", " # Excess sales\n", " \"XNRSALES_SA_P1M1ML12_3MMA = NRSALES_SA_P1M1ML12_3MMA - ( RGDP_SA_P1Q1QL4_20QMM + INFTEFF_NSA )\",\n", " \"XRRSALES_SA_P1M1ML12_3MMA = RRSALES_SA_P1M1ML12_3MMA - ( RGDP_SA_P1Q1QL4_20QMM )\",\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids)\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Labour market dynamics" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We also create an indicator for annual real wages growth, by subtracting the expected inflation target from the nominal wage change over a year ago." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "calcs = [\n", " # Wages: adjustment for labour supply - excess real and nominal wages are going to be the same \n", " \"RWAGES_NSA_P1M1ML12 = WAGES_NSA_P1M1ML12 - INFTEFF_NSA\",\n", " \"XRWAGES_NSA_P1M1ML12 = RWAGES_NSA_P1M1ML12 - ( RGDP_SA_P1Q1QL4_20QMM - WFORCE_NSA_P1Q1QL4 )\",\n", " # Excess employment growth\n", " \"XEMPL_NSA_P1M1ML12_3MMA = EMPL_NSA_P1M1ML12_3MMA - WFORCE_NSA_P1Q1QL4\",\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids)\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Excess output growth" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "calcs = [\n", " # Technical GDP trend and industrial production are real measures\n", " \"XRGDPTECH_SA_P1M1ML12_3MMA = RGDPTECH_SA_P1M1ML12_3MMA - RGDP_SA_P1Q1QL4_20QMM\",\n", " \"XIP_SA_P1M1ML12_3MMA = IP_SA_P1M1ML12_3MMA - RGDP_SA_P1Q1QL4_20QMM\", \n", " \"XCSTR_SA_P1M1ML12_3MMA = CSTR_SA_P1M1ML12_3MMA - RGDP_SA_P1Q1QL4_20QMM\"\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids)\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Excess foreign trade growth" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "calcs = [\n", " # Exports and imports are nominal measures\n", " \"XEXPORTS_SA_P1M1ML12_3MMA = EXPORTS_SA_P1M1ML12_3MMA - RGDP_SA_P1Q1QL4_20QMM - INFTEFF_NSA\",\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids)\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Excess credit growth" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "calcs = [\n", " # Private credit creation is a nominal measure\n", " \"XPCREDITBN_SJA_P1M1ML12 = PCREDITBN_SJA_P1M1ML12 - RGDP_SA_P1Q1QL4_20QMM - INFTEFF_NSA\",\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids)\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Interest rates dynamics" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "calcs = [\n", " # Yield curve slopes\n", " \"RSLOPEMIDDLE_NSA = RYLDIRS05Y_NSA - RYLDIRS02Y_NSA\",\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids)\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Government spending and sustainability" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "# EUR does not have fiscal indicators so we approximate via equally-weighted indicators of 4 countries (NLG does not have it)\n", "dfa = pd.DataFrame(columns=dfx.columns)\n", "for xcat in ['GGDGDPRATIOX10_NSA']:\n", " dfaa = msp.linear_composite(\n", " df=dfx,\n", " xcats=xcat,\n", " cids=[\"DEM\", \"ESP\", \"FRF\", \"ITL\"],\n", " weights=None, # \"USDGDPWGT_SA_1YMA\" missing for europeans\n", " new_cid=\"EUR\",\n", " complete_cids=False,\n", " complete_xcats=False,\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "calcs = [\n", " # Normalising the projected debt levels around 100 for better z-scores\n", " \"XGGDGDPRATIOX10_NSA = GGDGDPRATIOX10_NSA - 100\",\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids)\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Commodity carry (seasonally adjusted)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "def assign_commodity_indicators(input_df: pd.DataFrame, assignee_cids: list) -> pd.DataFrame:\n", " \n", " assert len(input_df[\"cid\"].unique()) == 1, \"Multiple commodity cids are provided, this is not expected: reduce to 1.\" \n", " assert len(input_df[\"xcat\"].unique()) == 1, \"Multiple commodity xcats are provided, this is not expected: reduce to 1.\"\n", " \n", " out_df = pd.concat([\n", " input_df.drop(columns=['cid']).assign(cid=new_cid) for new_cid in assignee_cids\n", " ], axis=0, ignore_index=True)\n", " \n", " return out_df" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "# Contruction materials carry\n", "xcatx = \"COCRY_SAVT10\"\n", "cidx = [\"ALM\", \"CPR\", \"LED\", \"NIC\", \"TIN\", \"ZNC\", \"CLB\"]\n", "sdate = \"1990-01-01\"\n", "\n", "dfa = msp.linear_composite(\n", " df=dfx,\n", " xcats=xcatx,\n", " cids=cidx,\n", " complete_xcats=False,\n", " start=sdate,\n", " new_cid=\"GLB\",\n", ")\n", "dfa[\"xcat\"] = \"BMLCOCRY_SAVT10\"\n", "\n", "# Rolling average to smooth out the impact of single outliers when rebalancing\n", "calcs = [\n", " \"BMLCOCRY_SAVT10_21DMA = BMLCOCRY_SAVT10.rolling(21).mean()\",\n", "]\n", "dfa = msp.panel_calculator(dfa, calcs, cids=[\"GLB\"])\n", "\n", "# We assign it to each CID in the sample\n", "dfxx = assign_commodity_indicators(input_df=dfa, assignee_cids=cids_eqx)\n", "dfx = msm.update_df(dfx, dfxx)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Commodity return diffences" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "# Short term trend for the spread between refined products and crude oil (WTI)\n", "cidx = [\"GSO\", \"HOL\"]\n", "sdate = \"1990-01-01\"\n", "\n", "# for each of the refined products we compute the variation of the spread vs base crude oil (WTI as both traded in the USA)\n", "calcs = [\n", " \"COXR_VT10vWTI_21DMA = ( COXR_VT10 - iWTI_COXR_VT10 ).rolling(21).mean()\",\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs, cids=cidx)\n", "\n", "# We average these and \n", "dfa = msp.linear_composite(\n", " df=dfa,\n", " xcats=[\"COXR_VT10vWTI_21DMA\"],\n", " cids=cidx,\n", " complete_xcats=False,\n", " start=sdate,\n", " new_cid=\"GLB\",\n", ")\n", "\n", "# We assign it to each CID in the sample\n", "dfxx = assign_commodity_indicators(input_df=dfa, assignee_cids=cids_eqx)\n", "dfx = msm.update_df(dfx, dfxx)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Commodity inventory scores" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "# Global commodities inventories: Brent, Tin, and Lumber are excluded\n", "cidx = [\"ALM\", \"CPR\", \"LED\", \"NIC\", \"ZNC\", \"WTI\", \"NGS\", \"GSO\", \"HOL\"]\n", "xcatx = [\"XINVSCORECN_SA\", \"XINVSCOREUS_SA\", \"XINVSCORELME_SA\"]\n", "sdate = \"1990-01-01\"\n", "\n", "dfa = pd.DataFrame(columns=dfx.columns)\n", "for cid in cidx:\n", " dfaa = msp.linear_composite(\n", " df=dfx,\n", " xcats=xcatx,\n", " cids=cid,\n", " complete_xcats=False,\n", " start=sdate,\n", " new_xcat=\"XINVSCORE_SA\"\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", "# Grouping different set of commodities under a single indicator and projecting it to all the geographical cids\n", "inv_groups = {\n", " 'BMLXINVCSCORE_SA': [\"ALM\", \"CPR\", \"LED\", \"NIC\", \"ZNC\",],\n", " 'REFIXINVCSCORE_SA': [\"GSO\", \"HOL\"],\n", " 'BASEXINVCSCORE_SA': [\"WTI\", \"NGS\",]\n", "}\n", "\n", "for new_xcat, target_cids in inv_groups.items():\n", " dfxx = msp.linear_composite(\n", " df=dfa,\n", " xcats=\"XINVSCORE_SA\",\n", " cids=target_cids,\n", " complete_xcats=False,\n", " start=sdate,\n", " new_cid='GLB'\n", " )\n", " dfxx[\"xcat\"] = new_xcat\n", " # We assign it to each CID in the sample\n", " dfxx = assign_commodity_indicators(input_df=dfxx, assignee_cids=cids_eqx)\n", " dfx = msm.update_df(dfx, dfxx)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Openess-adjustment" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The relevance of the country's economic trends sometimes goes beyond the country's border. To account for this global effect, we are building a set of indicators incorporating both local and global dynamics, adjusting by the individual country's sensitivity to foreign economic trends.\n", "\n", "The first set of categories will be aggregated to a global score using the industrial value added weights, as they are more closely related to the supply side. Others will instead be paired with USD-denominated GDP shares, as it more comprehensively reflects the economic trends." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "def create_trade_adjusted_indicators(df_input: pd.DataFrame, cids: list, target_xcats: list, glb_weight_xcat: str, trade_weight_xcat: str):\n", " \"\"\"\n", " \n", " \"\"\"\n", " assert isinstance(cids, list)\n", " assert isinstance(target_xcats, list)\n", " assert isinstance(glb_weight_xcat, str)\n", " assert isinstance(trade_weight_xcat, str)\n", " \n", " # starting data\n", " dfa = df_input.loc[\n", " (\n", " df_input[\"xcat\"].isin(target_xcats + [glb_weight_xcat] + [trade_weight_xcat])\n", " ) & (\n", " df_input[\"cid\"].isin(cids)\n", " )\n", " ].copy()\n", " # computing the global weighted average for each of the indicators\n", " for xc in tqdm(target_xcats):\n", " dfaa = msp.linear_composite(\n", " df=df_input,\n", " xcats=xc,\n", " cids=cids,\n", " weights=glb_weight_xcat,\n", " new_cid=\"GLB\",\n", " complete_cids=False,\n", " complete_xcats=False,\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", " \n", " # computing a sum of the wights to be used in the rescaling\n", " dfaa = msp.linear_composite(\n", " df=df_input,\n", " xcats=[glb_weight_xcat],\n", " cids=cids,\n", " new_cid=\"GLB\",\n", " complete_cids=False,\n", " complete_xcats=False,\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", " \n", " # Splitting the weighted average in 3 components\n", " # 1) Local component\n", " # 2) Global component ex local one\n", " # 3) Adjustment factor for the global component weight reflecting the appropriate contribution of the other countries\n", " calcs = [\n", " f\"{xcat}_WG = ( {xcat} * ( 1 - {trade_weight_xcat} / 2 ) ) + ( {trade_weight_xcat} / 2) * ( iGLB_{glb_weight_xcat} / ( iGLB_{glb_weight_xcat} - {glb_weight_xcat} ) ) * ( iGLB_{xcat} - ( {glb_weight_xcat} * {xcat} ) )\"\n", " for xcat in target_xcats\n", " ]\n", " df_output = msp.panel_calculator(dfa, calcs, cids=cids)\n", " \n", " return df_output" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 6/6 [00:10<00:00, 1.70s/it]\n" ] } ], "source": [ "xcatx = [\n", " \"CBCSCORE_SA\",\n", " \"CBCSCORE_SA_D3M3ML3\",\n", " \"MBCSCORE_SA\",\n", " \"MBCSCORE_SA_D3M3ML3\",\n", " \"XIP_SA_P1M1ML12_3MMA\",\n", " \"XCSTR_SA_P1M1ML12_3MMA\"\n", "]\n", "# using all CIDs, including the countries outside the sectoral equity scope\n", "globaladj_cids = list(set(cids) - set(cids_eueq))\n", "\n", "ivaadj_df = create_trade_adjusted_indicators(\n", " df_input=dfx, \n", " cids=globaladj_cids, \n", " target_xcats=xcatx, \n", " glb_weight_xcat='IVAWGT_SA_1YMA', \n", " trade_weight_xcat='EXALLOPENNESS_NSA_1YMA'\n", ")\n", "\n", "dfx = msm.update_df(dfx, ivaadj_df)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 17/17 [00:37<00:00, 2.18s/it]\n" ] } ], "source": [ "xcatx = [\n", " \"CCSCORE_SA\",\n", " \"CCSCORE_SA_D3M3ML3\",\n", " \"SBCSCORE_SA\",\n", " \"SBCSCORE_SA_D3M3ML3\",\n", " \"XCPIF_SA_P1M1ML12\",\n", " \"XCPIE_SA_P1M1ML12\",\n", " \"XRPCONS_SA_P1M1ML12_3MMA\",\n", " \"XPCREDITBN_SJA_P1M1ML12\",\n", " \"XNRSALES_SA_P1M1ML12_3MMA\",\n", " \"XRRSALES_SA_P1M1ML12_3MMA\",\n", " \"XRGDPTECH_SA_P1M1ML12_3MMA\",\n", " \"UNEMPLRATE_NSA_3MMA_D1M1ML12\",\n", " \"UNEMPLRATE_SA_3MMAv5YMA\",\n", " \"XEMPL_NSA_P1M1ML12_3MMA\",\n", " \"HHINTNETGDP_SA_D1M1ML12\",\n", " \"CORPINTNETGDP_SA_D1Q1QL4\",\n", " \"XGGDGDPRATIOX10_NSA\",\n", "]\n", "# using all CIDs, including the countries outside the sectoral equity scope\n", "globaladj_cids = list(set(cids) - set(cids_eueq))\n", "\n", "gdpadj_df = create_trade_adjusted_indicators(\n", " df_input=dfx, \n", " cids=globaladj_cids, \n", " target_xcats=xcatx, \n", " glb_weight_xcat='USDGDPWGT_SA_1YMA', \n", " trade_weight_xcat='EXALLOPENNESS_NSA_1YMA'\n", ")\n", "\n", "dfx = msm.update_df(dfx, gdpadj_df)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Normalised quantamental indicators" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "orig_xcats = [\n", " # Surveys: local values\n", " \"CBCSCORE_SA\",\n", " \"CBCSCORE_SA_D3M3ML3\",\n", " \"CCSCORE_SA\",\n", " \"CCSCORE_SA_D3M3ML3\",\n", " \"MBCSCORE_SA\",\n", " \"MBCSCORE_SA_D3M3ML3\",\n", " \"SBCSCORE_SA\",\n", " \"SBCSCORE_SA_D3M3ML3\",\n", " \n", " # Surveys: weighted global values \n", " \"CBCSCORE_SA_WG\",\n", " \"CBCSCORE_SA_D3M3ML3_WG\",\n", " \"CCSCORE_SA_WG\",\n", " \"CCSCORE_SA_D3M3ML3_WG\",\n", " \"MBCSCORE_SA_WG\",\n", " \"MBCSCORE_SA_D3M3ML3_WG\",\n", " \"SBCSCORE_SA_WG\",\n", " \"SBCSCORE_SA_D3M3ML3_WG\",\n", " \n", " # Inflation: local values\n", " \"XCPIC_SA_P1M1ML12\",\n", " \"XCPIH_SA_P1M1ML12\",\n", " \"XCPIE_SA_P1M1ML12\",\n", " \"XCPIF_SA_P1M1ML12\",\n", " \"XPPIH_NSA_P1M1ML12\",\n", " \n", " # Inflation: weighted global values\n", " \"XCPIE_SA_P1M1ML12_WG\",\n", " \"XCPIF_SA_P1M1ML12_WG\",\n", " \n", " # Domestic activity: local values\n", " \"XRGDPTECH_SA_P1M1ML12_3MMA\",\n", " \"XCSTR_SA_P1M1ML12_3MMA\",\n", " \"XIP_SA_P1M1ML12_3MMA\",\n", " \"XPCREDITBN_SJA_P1M1ML12\",\n", " \"XNRSALES_SA_P1M1ML12_3MMA\",\n", " \"XRRSALES_SA_P1M1ML12_3MMA\",\n", " \"XRPCONS_SA_P1M1ML12_3MMA\",\n", " \n", " # Domestic activity: weighted global values\n", " \"XRGDPTECH_SA_P1M1ML12_3MMA_WG\",\n", " \"XCSTR_SA_P1M1ML12_3MMA_WG\",\n", " \"XIP_SA_P1M1ML12_3MMA_WG\",\n", " \"XPCREDITBN_SJA_P1M1ML12_WG\",\n", " \"XNRSALES_SA_P1M1ML12_3MMA_WG\",\n", " \"XRRSALES_SA_P1M1ML12_3MMA_WG\",\n", " \"XRPCONS_SA_P1M1ML12_3MMA_WG\",\n", " \n", " # Labor market: local values\n", " \"UNEMPLRATE_NSA_3MMA_D1M1ML12\",\n", " \"UNEMPLRATE_SA_3MMAv5YMA\",\n", " \"WFORCE_NSA_P1Q1QL4\",\n", " \"XEMPL_NSA_P1M1ML12_3MMA\",\n", " \"XRWAGES_NSA_P1M1ML12\",\n", " \n", " # Labor market: weighted global values\n", " \"UNEMPLRATE_NSA_3MMA_D1M1ML12_WG\",\n", " \"UNEMPLRATE_SA_3MMAv5YMA_WG\",\n", " \"XEMPL_NSA_P1M1ML12_3MMA_WG\",\n", " \n", " # Trade and competitiveness\n", " \"XEXPORTS_SA_P1M1ML12_3MMA\",\n", " \"CXPI_NSA_P1M12ML1\",\n", " \"CMPI_NSA_P1M12ML1\",\n", " \"CTOT_NSA_P1M12ML1\",\n", " \"REEROADJ_NSA_P1M12ML1\",\n", "\n", " # Financial conditions: local values\n", " \"INTLIQGDP_NSA_D1M1ML1\",\n", " \"INTLIQGDP_NSA_D1M1ML6\",\n", " \"XGGDGDPRATIOX10_NSA\",\n", " \"HHINTNETGDP_SA_D1M1ML12\", \n", " \"CORPINTNETGDP_SA_D1Q1QL4\",\n", " \n", " # Financial conditions: weighted global values\n", " \"HHINTNETGDP_SA_D1M1ML12_WG\",\n", " \"CORPINTNETGDP_SA_D1Q1QL4_WG\",\n", " \"XGGDGDPRATIOX10_NSA_WG\",\n", " \n", " # Financial markets\n", " \"RIR_NSA\",\n", " \"RYLDIRS02Y_NSA\",\n", " \"RYLDIRS05Y_NSA\",\n", " \"RSLOPEMIDDLE_NSA\",\n", " \"BMLCOCRY_SAVT10_21DMA\",\n", " \"BMLXINVCSCORE_SA\", \n", " \"REFIXINVCSCORE_SA\", \n", " \"BASEXINVCSCORE_SA\",\n", " \"COXR_VT10vWTI_21DMA\"\n", "]" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 67/67 [03:15<00:00, 2.92s/it]\n" ] } ], "source": [ "xcatx = orig_xcats \n", "cidx = cids_eqx\n", "zscore_threshold = 2\n", "\n", "dfa = pd.DataFrame(columns=list(dfx.columns))\n", "\n", "for xc in tqdm(xcatx):\n", " dfaa = msp.make_zn_scores(\n", " dfx,\n", " xcat=xc,\n", " cids=cidx,\n", " sequential=True,\n", " min_obs=261 * 3,\n", " neutral=\"zero\",\n", " pan_weight=1,\n", " thresh=zscore_threshold,\n", " postfix=\"_ZN\",\n", " est_freq=\"q\",\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", "dfx = msm.update_df(dfx, dfa)\n", "\n", "scored_xcats = [s + \"_ZN\" for s in orig_xcats]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Support quantamental indicators" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For convenience, we add the version of the indicators with inverted sign, so that we can look at the hypotheses tested without worrying about the directional impact.\n", "\n", "This will also help us in the subsequent learning process, as we can constrain the sign of the coefficients to be positive." ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "reverse_xcats = [cat+\"_NEG\" for cat in scored_xcats]\n", "\n", "# Panel calculator is inefficient\n", "dfa = dfx.copy()\n", "dfa[\"value\"] = dfa[\"value\"] * -1\n", "dfa[\"xcat\"] = dfa[\"xcat\"] + \"_NEG\"\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Targets: relative sectoral returns" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In addition to the standard sectoral equity returns, we build new return series to be able to analyse the country's sectoral performance in excess of the local equity market.\n", "\n", "We compute the sector-specific return `vALL` in a given region by subtracting from each indicator the equal-weighted average of sector returns of the corresponding cross-section. To do this, we apply the Macrosynergy package method `make_relative_category()` from the `macrosynergy` package.\n", "\n", "An alternative option would be subtracting the aggregate equity index return `EQCALLR_NSA` from each of the sectoral returns." ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The cross section, CHF, is missing ['EQCENRR_NSA'] from the requested basket. The new basket will be ['EQCCODR_NSA', 'EQCCOSR_NSA', 'EQCCSRR_NSA', 'EQCFINR_NSA', 'EQCHLCR_NSA', 'EQCINDR_NSA', 'EQCITER_NSA', 'EQCMATR_NSA', 'EQCRELR_NSA', 'EQCUTLR_NSA'].\n", "The cross section, CHF, is missing ['EQCENRR_VT10'] from the requested basket. The new basket will be ['EQCCODR_VT10', 'EQCCOSR_VT10', 'EQCCSRR_VT10', 'EQCFINR_VT10', 'EQCHLCR_VT10', 'EQCINDR_VT10', 'EQCITER_VT10', 'EQCMATR_VT10', 'EQCRELR_VT10', 'EQCUTLR_VT10'].\n" ] } ], "source": [ "cidx = cids_eqx\n", "dfa = pd.DataFrame(columns=dfx.columns)\n", "\n", "for ret in [\"R_NSA\", \"R_VT10\"]:\n", " xcatx = [f\"EQC{sec}{ret}\" for sec in secs]\n", " dfaa = msp.make_relative_category(\n", " df=dfx,\n", " xcats=xcatx,\n", " cids=cidx,\n", " start=\"1990-01-01\",\n", " basket=None,\n", " complete_set=False,\n", " rel_meth=\"subtract\",\n", " postfix=\"vALL\",\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Local data copy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We save the data locally so that we can continue the analysis later in the second notebook." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "focus_xcats = scored_xcats + reverse_xcats\n", "focus_returns = [\n", " f\"EQC{sec}R_NSAvALL\" for sec in secs\n", "] + [\n", " f\"EQC{sec}R_VT10vALL\" for sec in secs\n", "] + [\n", " f\"EQC{sec}XR_NSA\" for sec in secs\n", "] + [\n", " \"XR_NSA\", \"XR_VT10\"\n", "]\n", "\n", "dfxx = dfx.loc[\n", " (dfx[\"cid\"].isin(cids_eqx))\n", " &\n", " (dfx[\"xcat\"].isin(focus_xcats + focus_returns))\n", "]" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": [ "# Change path according to your own file system\n", "OUTPUT_PATH = os.path.join(os.getcwd(), \"..\\..\\..\\..\\equity_sectoral_notebook_data.csv\")\n", "\n", "dfxx.to_csv(OUTPUT_PATH)" ] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { "display_name": "py3.11-macrosynergy", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 2 }