{ "cells": [ { "cell_type": "markdown", "id": "9db2f3c2", "metadata": { "tags": [ "Stylized_trading_factors" ] }, "source": [ "# Commodity inventories" ] }, { "cell_type": "markdown", "id": "f7f6f9bd", "metadata": {}, "source": [ "This category group contains information states of seasonally adjusted excess inventories, compared to estimated normal levels, and excess inventory scores. The underlying data are based on information from commodity exchanges and national national agencies." ] }, { "cell_type": "markdown", "id": "a564a6c5", "metadata": {}, "source": [ "## Excess commodity inventories" ] }, { "cell_type": "markdown", "id": "e730132d", "metadata": { "tags": [ "definition" ] }, "source": [ "**Ticker**: XINVCN_SA / XINVEU_SA / XINVLME_SA / XINVUS_SA / XINVRUS_SA\n", " \n", "\n", "**Label**: Excess commodity inventories seasonally adjusted: China / Europe / London Metal Exchange / U.S. / U.S. including reserves\n", "\n", "**Definition**: Excess commodity inventories seasonally adjusted: China / Europe / London Metal Exchange / U.S. / U.S. including reserves\n", "\n", "**Notes**:\n", "* Excess inventories are calculated by taking a rolling median with a window of a minimum of two years up to a maximum of fifteen years and subtracting the current value from that.\n", "* Excess levels are seasonally adjusted by JPMaQS.\n", "* The underlying data come have various frequencies, depending on the commodity. Data with daily and weekly frequenices are aggreated by taking monthly averages at the end of the month to allow for seasonal adjustment. The exact details of underlying frequencies can be found in [**Appendix 1**](#appendix1). \n", "* The meaning of geographical locations as well as on sources and units can also be found in [**Appendix 1**](#appendix1). Each commodity unit has been standardised accross each cross section.\n", "* The cross-section tickers and definitions of each commodity are summarized in [**Appendix 2**](#appendix1).\n" ] }, { "cell_type": "markdown", "id": "4231f548", "metadata": {}, "source": [ "## Excess commodity inventories scores" ] }, { "cell_type": "markdown", "id": "56aacac3", "metadata": { "tags": [ "definition" ] }, "source": [ "**Ticker**: XINVSCORECN_SA / _3MMA / _D1M1ML1 / _D3M3ML3 / _D6M6ML6 / _3MMA_D1M1ML12\n", "\n", "**Label**: Excess commodity inventories in China, sa: z-score / z-score, 3mma, / z-score, diff m/m / z-score, diff 3m/3m / z-score, diff 6m/6m / z-score, diff 3mma oya \n", "\n", "**Definition**: Excess commodity inventories in China, sa: z-score / z-score three month moving average / z-score difference over a month ago / z-score difference of last 3 months over previous 3 months / z-score difference of last 6 months over previous 6 months / z-score difference over a year ago, 3-month moving average \n", "\n", "**Notes**: \n", "* The z-scores are calculated directly from the excess inventories by sequential normalization. The notes of excess commodity inventories apply." ] }, { "cell_type": "markdown", "id": "b74c7dbb", "metadata": { "tags": [ "definition" ] }, "source": [ "**Ticker**: XINVSCOREEU_SA / _3MMA / _D1M1ML1 / _D3M3ML3 / _D6M6ML6 / _3MMA_D1M1ML12\n", "\n", "**Label**: Excess commodity inventories in Europe, sa: z-score / z-score, 3mma, / z-score, diff m/m / z-score, diff 3m/3m / z-score, diff 6m/6m / z-score, diff 3mma oya \n", "\n", "**Definition**: Excess commodity inventories from Europe, seasonally adjusted: z-score / z-score three month moving average / z-score difference over a month ago / z-score difference of last 3 months over previous 3 months / z-score difference of last 6 months over previous 6 months / z-score difference over a year ago, 3-month moving average \n", "\n", "**Notes**: \n", "* The z-scores are calculated directly from the excess inventories by sequential normalization. The notes of excess commodity inventories apply." ] }, { "cell_type": "markdown", "id": "006bc960", "metadata": { "tags": [ "definition" ] }, "source": [ "**Ticker**: XINVSCORELME_SA / _3MMA / _D1M1ML1 / _D3M3ML3 / _D6M6ML6 / _3MMA_D1M1ML12\n", "\n", "**Label**: Excess commodity inventories related to the London Metal Exchange, sa: z-score / z-score, 3mma, / z-score, diff m/m / z-score, diff 3m/3m / z-score, diff 6m/6m / z-score, diff 3mma oya \n", "\n", "**Definition**: Excess commodity inventories related to the London Metal Exchange (global reach), seasonally adjusted: z-score / z-score three month moving average / z-score difference over a month ago / z-score difference of last 3 months over previous 3 months / z-score difference of last 6 months over previous 6 months / z-score difference over a year ago, 3-month moving average \n", "\n", "**Notes**: \n", "* The z-scores are calculated directly from the excess inventories by sequential normalization. The notes of excess commodity inventories apply." ] }, { "cell_type": "markdown", "id": "391ed4ea", "metadata": { "tags": [ "definition" ] }, "source": [ "**Ticker**: XINVSCOREUS_SA / _3MMA / _D1M1ML1 / _D3M3ML3 / _D1Q1QL1 / _D6M6ML6 / _D2Q2QL2 / _3MMA_D1M1ML12 / _D1Q1QL4\n", "\n", "**Label**: Excess commodity inventories in the U.S., sa: z-score / z-score, 3mma, / z-score, diff m/m / z-score, diff 3m/3m / z-score, diff q/q / z-score, diff 6m/6m / z-score, diff 2q/2q / z-score, diff oya, 3mma / z-score, diff oya (q)\n", "\n", "**Definition**: Excess commodity inventories in the U.S., seasonally adjusted: z-score / z-score three month moving average / z-score difference over a month ago / z-score, difference of last three months over previous three months / z-score, difference of last quarter over previous quarter / z-score, difference of last 6 months over previous 6 months / z-score, difference of last 2 quarters over previous 2 quarters / z-score, difference over a year ago, 3-month moving average / z-score, difference over a year ago, quarterly values\n", "\n", "**Notes**: \n", "* The z-scores are calculated directly from the excess inventories by sequential normalization. The notes of excess commodity inventories apply." ] }, { "cell_type": "markdown", "id": "f1da34ed", "metadata": { "tags": [ "definition" ] }, "source": [ "**Ticker**: XINVSCORERUS_SA / _3MMA / _D1M1ML1 / _D3M3ML3 / _D6M6ML6 / _3MMA_D1M1ML12\n", "\n", "**Label**: Excess commodity inventories in the U.S. including reserves, sa: z-score / z-score, 3mma, / z-score, diff m/m / z-score, diff 3m/3m / z-score, diff 6m/6m / z-score, diff 3mma oya \n", "\n", "**Definition**: Excess commodity inventories in the U.S. including reserves, seasonally adjusted: z-score / z-score three month moving average / z-score difference over a month ago / z-score difference of last 3 months over previous 3 months / z-score difference of last 6 months over previous 6 months / z-score difference over a year ago, 3-month moving average \n", "\n", "**Notes**: \n", "* The z-scores are calculated directly from the excess inventories by sequential normalization. The notes of excess commodity inventories apply." ] }, { "cell_type": "markdown", "id": "2aee3e2e", "metadata": { "tags": [ "remove" ] }, "source": [ "# Imports" ] }, { "cell_type": "markdown", "id": "929bcc4e", "metadata": { "tags": [ "remove" ] }, "source": [ "Only the standard Python data science packages and the specialized `macrosynergy` package are needed." ] }, { "cell_type": "code", "execution_count": 1, "id": "e54935a4", "metadata": { "tags": [ "remove" ] }, "outputs": [], "source": [ "import os\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import math\n", "\n", "import json\n", "import yaml\n", "\n", "import macrosynergy.management as msm\n", "import macrosynergy.panel as msp\n", "import macrosynergy.signal as mss\n", "import macrosynergy.pnl as msn\n", "\n", "\n", "from macrosynergy.download import JPMaQSDownload\n", "\n", "from timeit import default_timer as timer\n", "from datetime import timedelta, date, datetime\n", "\n", "import warnings\n", "\n", "warnings.simplefilter(\"ignore\")" ] }, { "cell_type": "markdown", "id": "b3a59607", "metadata": { "tags": [ "remove" ] }, "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." ] }, { "cell_type": "code", "execution_count": 2, "id": "1d7b1974", "metadata": {}, "outputs": [], "source": [ "# Define cross sections (currency tickers)\n", "\n", "cids_fme = [\"ALM\", \"CPR\", \"LED\", \"NIC\", \"ZNC\"]\n", "cids_oil = [\"WTI\", \"GSO\", \"HOL\"]\n", "cids_ngs = [\"NGS\", ]\n", "cids_sta = [\"COR\", \"SOY\"]\n", "cids = cids_fme + cids_oil + cids_sta + cids_ngs" ] }, { "cell_type": "code", "execution_count": 3, "id": "7a4246df", "metadata": {}, "outputs": [], "source": [ "cats_inv = [\n", " \"XINVCN_SA\", \"XINVEU_SA\", \"XINVLME_SA\", \"XINVUS_SA\", \"XINVRUS_SA\"\n", "]\n", "cats_score = [\n", " \"XINVSCORECN_SA\", \"XINVSCORECN_SA_D1M1ML1\", \"XINVSCORECN_SA_D3M3ML3\", \"XINVSCORECN_SA_D6M6ML6\", \"XINVSCORECN_SA_3MMA_D1M1ML12\", \"XINVSCORECN_SA_3MMA\",\n", " \"XINVSCOREEU_SA\", \"XINVSCOREEU_SA_D1M1ML1\", \"XINVSCOREEU_SA_D3M3ML3\", \"XINVSCOREEU_SA_D6M6ML6\", \"XINVSCOREEU_SA_3MMA_D1M1ML12\", \"XINVSCOREEU_SA_3MMA\",\n", " \"XINVSCORELME_SA\", \"XINVSCORELME_SA_D1M1ML1\", \"XINVSCORELME_SA_D3M3ML3\", \"XINVSCORELME_SA_D6M6ML6\", \"XINVSCORELME_SA_3MMA_D1M1ML12\", \"XINVSCORELME_SA_3MMA\",\n", " \"XINVSCOREUS_SA\", \"XINVSCOREUS_SA_D1M1ML1\", \"XINVSCOREUS_SA_D3M3ML3\", \"XINVSCOREUS_SA_D6M6ML6\", \"XINVSCOREUS_SA_3MMA_D1M1ML12\", \"XINVSCOREUS_SA_3MMA\",\n", " \"XINVSCORERUS_SA\", \"XINVSCORERUS_SA_D1M1ML1\", \"XINVSCORERUS_SA_D3M3ML3\", \"XINVSCORERUS_SA_D6M6ML6\", \"XINVSCORERUS_SA_3MMA_D1M1ML12\", \"XINVSCORERUS_SA_3MMA\",\n", " \"XINVSCOREUS_SA_D1Q1QL1\",\"XINVSCOREUS_SA_D2Q2QL2\",\"XINVSCOREUS_SA_D1Q1QL4\"\n", "\n", "]\n", "econ = [\"COXR_NSA\", \"COXR_VT10\", \"COCRY_NSA\", \"COCRY_VT10\",\"COCRY_SA\"]\n", "main = cats_inv + cats_score\n", "xcats = main+ econ" ] }, { "cell_type": "code", "execution_count": 4, "id": "d37ccdbc", "metadata": { "tags": [ "remove" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Maximum number of tickers is 473\n", "Downloading data from JPMaQS.\n", "Timestamp UTC: 2024-03-27 11:35:14\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Connection successful!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Requesting data: 100%|██████████| 95/95 [00:20<00:00, 4.74it/s]\n", "Downloading data: 100%|██████████| 95/95 [00:16<00:00, 5.60it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Some expressions are missing from the downloaded data. Check logger output for complete list.\n", "1100 out of 1892 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", "Some dates are missing from the downloaded data. \n", "8935 out of 8935 dates are missing.\n", "Download time from DQ: 0:00:41.237013\n" ] } ], "source": [ "# Download series from J.P. Morgan DataQuery by tickers\n", "\n", "start_date = \"1990-01-01\"\n", "tickers = [cid + \"_\" + xcat for cid in cids for xcat in xcats]\n", "print(f\"Maximum number of tickers is {len(tickers)}\")\n", "\n", "# Retrieve credentials\n", "\n", "client_id: str = os.getenv(\"DQ_CLIENT_ID\")\n", "client_secret: str = os.getenv(\"DQ_CLIENT_SECRET\")\n", "\n", "# Download from DataQuery\n", "\n", "with JPMaQSDownload(client_id=client_id, client_secret=client_secret) as downloader:\n", " start = timer()\n", " assert downloader.check_connection()\n", " df = downloader.download(\n", " tickers=tickers,\n", " start_date=start_date,\n", " show_progress=True,\n", " metrics=[\"value\", \"eop_lag\", \"mop_lag\", \"grading\"],\n", " suppress_warning=True,\n", " )\n", " end = timer()\n", "\n", "dfd = df\n", "\n", "print(\"Download time from DQ: \" + str(timedelta(seconds=end - start)))" ] }, { "cell_type": "markdown", "id": "03993ca7", "metadata": {}, "source": [ "# Availability" ] }, { "cell_type": "code", "execution_count": 5, "id": "ea9c1d06", "metadata": { "tags": [ "remove" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Missing xcats across df: []\n", "Missing cids for XINVCN_SA: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVEU_SA: ['WTI', 'ALM', 'ZNC', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVLME_SA: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVRUS_SA: ['ALM', 'ZNC', 'NGS', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVSCORECN_SA: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVSCORECN_SA_3MMA: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVSCORECN_SA_3MMA_D1M1ML12: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVSCORECN_SA_D1M1ML1: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVSCORECN_SA_D3M3ML3: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVSCORECN_SA_D6M6ML6: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVSCOREEU_SA: ['WTI', 'ALM', 'ZNC', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVSCOREEU_SA_3MMA: ['WTI', 'ALM', 'ZNC', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVSCOREEU_SA_3MMA_D1M1ML12: ['WTI', 'ALM', 'ZNC', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVSCOREEU_SA_D1M1ML1: ['WTI', 'ALM', 'ZNC', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVSCOREEU_SA_D3M3ML3: ['WTI', 'ALM', 'ZNC', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Missing cids for XINVSCOREEU_SA_D6M6ML6: ['WTI', 'ALM', 'ZNC', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVSCORELME_SA: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVSCORELME_SA_3MMA: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVSCORELME_SA_3MMA_D1M1ML12: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVSCORELME_SA_D1M1ML1: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVSCORELME_SA_D3M3ML3: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVSCORELME_SA_D6M6ML6: ['WTI', 'NGS', 'GSO', 'COR', 'HOL', 'SOY']\n", "Missing cids for XINVSCORERUS_SA: ['ALM', 'ZNC', 'NGS', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVSCORERUS_SA_3MMA: ['ALM', 'ZNC', 'NGS', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVSCORERUS_SA_3MMA_D1M1ML12: ['ALM', 'ZNC', 'NGS', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVSCORERUS_SA_D1M1ML1: ['ALM', 'ZNC', 'NGS', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVSCORERUS_SA_D3M3ML3: ['ALM', 'ZNC', 'NGS', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVSCORERUS_SA_D6M6ML6: ['ALM', 'ZNC', 'NGS', 'GSO', 'COR', 'NIC', 'HOL', 'CPR', 'SOY', 'LED']\n", "Missing cids for XINVSCOREUS_SA: ['LED', 'NIC']\n", "Missing cids for XINVSCOREUS_SA_3MMA: ['SOY', 'LED', 'COR', 'NIC']\n", "Missing cids for XINVSCOREUS_SA_3MMA_D1M1ML12: ['SOY', 'LED', 'COR', 'NIC']\n", "Missing cids for XINVSCOREUS_SA_D1M1ML1: ['SOY', 'LED', 'COR', 'NIC']\n", "Missing cids for XINVSCOREUS_SA_D1Q1QL1: ['WTI', 'ALM', 'ZNC', 'NGS', 'GSO', 'NIC', 'HOL', 'CPR', 'LED']\n", "Missing cids for XINVSCOREUS_SA_D1Q1QL4: ['WTI', 'ALM', 'ZNC', 'NGS', 'GSO', 'NIC', 'HOL', 'CPR', 'LED']\n", "Missing cids for XINVSCOREUS_SA_D2Q2QL2: ['WTI', 'ALM', 'ZNC', 'NGS', 'GSO', 'NIC', 'HOL', 'CPR', 'LED']\n", "Missing cids for XINVSCOREUS_SA_D3M3ML3: ['SOY', 'LED', 'COR', 'NIC']\n", "Missing cids for XINVSCOREUS_SA_D6M6ML6: ['SOY', 'LED', 'COR', 'NIC']\n", "Missing cids for XINVUS_SA: ['LED', 'NIC']\n" ] } ], "source": [ "\n", "msm.missing_in_df(df, xcats=main, cids=cids)" ] }, { "cell_type": "markdown", "id": "0eb85fc4", "metadata": {}, "source": [ "London metals are available since the 1990's, with Chinese and American data starting to show up after the 2000's. Most of the energy commodities from the U.S. are available since the 1990's with gasoline being an exception, whereas for Europe it is only available since 2013. The aggriculture commodities are avaible since the 90s." ] }, { "cell_type": "code", "execution_count": 6, "id": "6a850cf5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Last updated: 2024-03-27\n" ] } ], "source": [ "xcatx = [\n", " \"XINVCN_SA\",\n", " \"XINVEU_SA\",\n", " \"XINVLME_SA\",\n", " \"XINVUS_SA\",\n", " \"XINVRUS_SA\",\n", "]\n", "cidx = cids\n", "\n", "dfx = msm.reduce_df(df, xcats=xcatx, cids=cidx)\n", "dfs = msm.check_startyears(\n", " dfx,\n", ")\n", "msm.visual_paneldates(dfs, size=(18, 2))\n", "\n", "print(\"Last updated:\", date.today())" ] }, { "cell_type": "code", "execution_count": 7, "id": "89c3db80", "metadata": {}, "outputs": [ { "data": { "image/png": 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Ne++9R5EiRYDM696pUydKlCgBpK4DYW9vT0REBPfu3cPJyYmmTZua5K9ZsybvvfcejRo1ynBaq4wsWbKE69evky9fPmbNmmUsE0C+fPmYOnUq3t7e3Lp1y7jo+j8xb9487t27R6VKlfj888/JlSsXkHpNAgMD8ff3/8fneNA/vf/y5s3L1KlTTaZBqlevHrVr1wbg999/z1I5oqKiOHnyJABffPGFyfEsLCx48803jd/Cf3jqqjS1atXivffew8oqdUB9oUKFaNWqFZC6XsioUaNM6lijRg1jnz569Khx+08//cSBAwcoUKAAc+fOpXjx4sY0BwcHRo0aRfny5YmJiTHe+w/78MMPTdrKwcGBgQMHAnDz5k0iIiKydF127NiBtbU1DRo0oE2bNlha/vW/toUKFaJfv34AREdHEx0dnaVj/l1PUqd58+aRmJhIlSpVGDJkiHGqtRw5cvDee+/RunXrJzp32pRM3bp1o2vXrsbRUDly5KBXr17UqFGD5ORkVq9eDcCuXbvIkSMHpUuXplevXib93dnZmcGDBwOpI0Wy2hazZs3i9u3beHt78/XXX5MvXz5jWpEiRZg1axb58+fn8uXLLF68OMNjDB482Hgt0p7V4eHhANSuXRs3Nzdj3ly5cjFkyBBq1qxJgwYNuHnzZpbKKSIiIv9uClSIiIiIyD9SokQJlixZwurVq/nggw+oUKGCycuv6Ohovv32W1q0aMHVq1ezfNwffviBQ4cO0aFDhwzT06ajuXv3bobpFSpUwMLC4glq8mhVq1alSJEiJCYmplvnYtWqVUDqFFFpL9u2b99OYmIiJUqUyHQdipYtWwKpi4ynvUwtXbo0v/zyC7/88otxPY8HJSYmGoMXmQV/Mpp2x93dHSsrK2JjYxkyZIjxJWCaPn36MHXqVBo2bJjpNXhQ2poSb775Zrq1ESA1QNKlSxdjXsM/XBov7Xxt27bNML1bt27/6PgP+6f3X/Xq1Y3BlAd5eXkBcOvWrSyVI1++fOzdu5c//vgDb2/vdOnJycnGKaQyK0vdunXTbUubDszW1jbD6YbSAiIJCQnGbVu2bAGgfv365M6dO90+FhYWtGjRAkgN6GXkjTfeSLct7ZoA6YKAmfn44485fPgwX331VYbpD67fktl1eVqepE7/+9//ADINSDw8TdSjnDt3jjNnzgBkep+OGjWKLVu2GKdx+s9//sMff/zBkiVLMsz/4HXLanA5rU4dO3bMcI0bJycnY6A37R56UP78+U0CnWmKFSsGwI8//siSJUu4ceOGMS1nzpzMmzePMWPGZLiOioiIiLx4tEaFiIiIiDwVvr6++Pr60rdvX+7cucPvv//Ozp07CQkJITo6mvPnz9OvXz+WLVuW5WNaW1sTGxtrHLFw4cIFzp49y59//klUVBSQ+o3wjGR13YOssrCwoFWrVkydOpWQkBDji8HExETWr18PmL58TPsW/NWrVzN9+fjgy/szZ86QN29e4+82NjacOXOGY8eOcf78eS5cuMCpU6c4fvw49+7dA56s7nnz5qV79+58++23rF69mtWrV5M/f36qVatGzZo1qV279hONOkn7tnVmQZgH027cuMHNmzczDLxkxe3bt43tndHLeoBSpUqRM2dOEhMT/9Y5MvJP7r/MXp6mvQhOSkp6orLY2Nhw6dIlDh8+bLwfTp8+zZ9//snt27cfWZZChQplWDdI/Rb9g6MRHk5/8B5NGz2ydevWdIGuNGkv5c+ePYvBYEgXLMzoujz4cjw5OTnD42bEwsICCwsLfv31V06dOsWFCxc4f/48x48f59y5c8Z8mV2XpyWrdbp79y5XrlwBoGTJkhkeq1SpUlhYWGQpsJdWx9y5c2f4oh/IdP0da2trDh06xIkTJ4zX7cSJE8bAB5ClMsTHx3Pt2jUAypQpk2m+tGdBRqM0Hl58PU27du348ccfOXXqFCNGjGDkyJH4+vpSvXp1atWqReXKlY2jhEREROTFp3/VRUREROSps7W1pUaNGtSoUYN+/foxdOhQ1q5dy8GDBzl69OgjX26niY+PZ9SoUYSGhnL//n3jdmtra0qXLo2vry87duzIdP+Mvs3+T7Vu3Zrp06fz+++/c+HCBYoUKcLPP/9MbGwsPj4+JvVK+8Z8fHx8lqb5efBb13/88QfDhw/n2LFjJnlcXFyoU6cOx44d4+LFi5ke68GXpA8KDAykTJkyfP/99/z6669ERkYSGhpKaGgoVlZWNG3alM8//9y4oPmjxMfHAzwyb9o3/SH1m/l/N1Dx4OiDjL7JD6lT3Tg6OhoDCP/UP73/sjqFVlacOXOGYcOGsX//fpPt9vb2vPbaa1y/fj3TwAFkfs2ADIMUmUlr8ytXrhhfuGcmOTmZhIQEk3sAHn9dsjryxmAwMG/ePGbNmmXSdywsLPD09KRly5aEhIRk6Vj/VFbrFBsba9yWWZvkzJkTW1tbY/DpUdKmPMpoAfVHWbVqFRMnTiQyMtJku7u7O23btmX58uVZPtaDI24ebusHpaXdvn07XQArs2e1vb09y5YtY/78+YSFhXHu3DmOHTvGsWPHmDdvHnnz5qV///689dZbWS6viIiI/HspUCEiIiIif8vnn3/O3r17adWqFb169co0n42NDSNHjmTTpk3Gec+zEqjo3bs3+/btw8bGhs6dO1O+fHlKliyJh4cH1tbWLF++/JEvip8FV1dXXn/9dXbu3EloaCi9e/c2vgx9eCqXtKmBGjVqxNSpU7N8jtOnT/P2229z9+5dSpQoQZs2bShVqhReXl7Gb2536NDhkYGKR2nQoAENGjQgPj6e/fv3s3//frZt28aZM2dYs2ZNlteUsLOzIzY29pFTGD34YvZJX6Y+6MFgSNrL8ow8aoqfzF6AZza9zb/l/ouOjqZz585ER0fj5ubGW2+9xSuvvELx4sVxd3fHwsKCAQMGPDJQ8bSk3dOfffYZnTt3fubne5QZM2Ywbdo0AJo2bUrt2rUpUaIExYsXx87OjrNnzz63QEVWOTs7Gz9ndh8bDIYsjwpKC3Y8GCx4nFWrVjFkyBAgde2SBg0aULJkSby8vHBycuL+/ftPFKh4sF8/qm+mPQty5879RFPy2dvb8+GHH/Lhhx9y7tw59u3bx759+9i+fTvR0dF89tlnODs7Z3nKOhEREfn3UqBCRERERP6We/fuce7cObZs2fLIQAWkvmyys7Pj5s2bWZpe6ODBg+zbtw9IXai1WrVq6fI8yXoXT1ObNm3YuXMnmzdv5p133mHXrl1YW1sb5+ZP4+npCfw1BVRG7ty5w+HDh3F1dcXNzY0cOXLw3XffcffuXYoXL86PP/5ofDn8oLSpVp7E3bt3OXv2LJA6vYy9vT1+fn74+fkxZMgQZs+ezcSJE9m6dSu3bt167KiK4sWLc+DAAY4ePZpuce40R44cAVLnqP+7oykg9eWmu7s7Fy9e5M8//0y3uDXA5cuXM3xRmra4cGYvf69fv55u27/p/lu5ciXR0dE4OzuzcuXKDPvP37kf/g5PT0/Cw8MfeU9fuXKFa9eu4erq+szWDrh//z7z5s0DUtdW+fDDD9Plya7nw6PkypWLwoULc+nSpUzv4zNnzmR5WrC0NRxu377NxYsXcXd3T5fnp59+YuHChZQtW5ZBgwYxa9YsIHVtmXHjxqXL/6TXzd7envz58xMZGcmRI0cyrBP89SxIK3NWREdHExERQfHixcmTJw8eHh54eHjw1ltvkZCQwNtvv82RI0cICQlRoEJEROQloMW0RURERORvSXsxf+TIEYKDgx+Zd+fOndy8eRNnZ2fKly9v3P7gtDMPfuP9wdECGc17fufOHdauXQs82Zz2adK+0ft3FniuX78+zs7OHDt2jOXLl3Pv3j3q1q2b7gVynTp1yJEjB2fOnGHXrl0ZHmvhwoV06dKFli1bGr/Zf+nSJSB1Md6MghS7du3i8uXLwJPVfdmyZbRs2ZKBAwdmWO/XX3/d+Dkrx01bQHj16tUmIyfSJCYm8sMPPwCp39z+p9JeRC5btizD8mW29klagOTixYsZBis2b96cbtuzvv8yktYXHm6btLK4ubllGKQ4deoUBw8efKplyUxam69bt864+PvDhg4dSvv27RkwYMBTOWdGfTUmJsY4NVJmo7NWrFhh/Pyk64E8S4+7jx8s9+N4eXkZF0VfuXJlhnlWrVrF/v37jQtRp91PmV23H3/80fj54euW2XPTz88PSF2APqM+Fhsby+rVqwGoXbv2I+v0oICAAP7zn/+watWqdGl2dna8+uqrwLO/70VEROT5UKBCRERERP6WGjVq0KhRIwA+/fRTRo0alW46onv37rFy5Ur69+8PQP/+/U2mCnlwnva0l++Q+m39NDNmzDBZI+DUqVP06NHDODogs6l7HiXtvGlBgSeRM2dO/P39Afj666+B9NM+ARQuXJh27doB8NFHH/Hzzz8b01JSUlixYgXTp08H4D//+Y9xDve0kRi7du3i119/Ne6TlJREWFgYgYGBxm2PmuroYU2aNMHa2poTJ04wevRokznwb9y4weTJkwEoX768yRQ1menYsSMFCxYkKiqKnj17cuHCBWNadHQ0/fr148SJE9jZ2dG3b98slzMz7777Lnny5OHo0aMMGTLEOHrCYDCwYsUK5s6dm+F+lSpVAlJflk6ePNn48vXOnTtMnDiR7du3p9vnWd9/GUm7J2NjY01GhqSVJTw8nI0bNxq3GwwGtm/fTvfu3Y3le1plyUzTpk3x9vYmLi6OgIAAk5EV8fHxDB8+nN27d2NhYcF77733VM6ZUV/NkyeP8R5duHChca0GSL2Xhw8fTlhYmHHbk/STZy0gIAAnJyeOHj1KUFCQyX28ZMkSFi1alOVjWVhY0Lt3bwDmzJnDihUrjEGE5ORkZs+ezebNm7GysuKdd94B/rqfli1bZjISJz4+nmnTpjF79mzjtoevW2bPzR49emBnZ8eJEyfo16+fSRDrwoUL9OzZk6ioKAoWLEjXrl2zXL+WLVsCMH369HT99NdffzVO7VWnTh2TtNOnT3P69GljcEZEREReDJr6SURERET+tgkTJpA7d25Wr17NokWLWLRoEW5ubuTNm5d79+5x9uxZEhMTsba2ZsCAAXTs2NFkf2dnZ+NUKH369KF48eL069eP2rVr06RJE9avX8/8+fMJDg7G3d2dmzdvGoMhNWrUYNeuXSQkJBAfH//IhVwf9sorr3DixAnmzp3Ltm3baNiwofGFX1a0adOGxYsXc/v2bfLly5fpt4SHDh3KtWvX2Lp1K7169aJAgQIULFiQS5cuGV+iNWrUyBjIgdQX8mFhYcTExPCf//yHYsWKYWdnx8WLF4mNjSV37txUqFCBAwcOPNE0LQUKFGD06NEMHDiQRYsW8eOPP1K0aFGSk5M5f/489+7dw8XFhVGjRmXpeI6Ojnz77be89957HDhwgIYNG1KiRAmsrKw4efIk9+/fx9nZmYkTJz7RdC+ZyZ8/PzNmzOD9999nzZo1bNmyheLFixMZGcm1a9d45ZVX0i0+DuDt7Y2/vz+hoaHMnz+fkJAQChUqxLlz54iPj6d///5MmTLFZJ9XXnnlmd5/GfHx8cHS0pJ79+7RuHFjChQowLx582jbti1Llizh3LlzfPjhhxQuXBgXFxeuXLlCdHQ01tbWVKlShf379z/zKaCsra2ZOXMm3bt3588//6R58+Z4enpia2vL2bNnjcGvoKCgJ/rm/KNk1lf79evHiBEj2L9/P3Xr1qVYsWIkJiZy7tw5kpKSeOWVV7hy5QoxMTFcvXo1S+viPA/58+fn66+/5oMPPiAkJITNmzfj5eXF1atXiYyMxM/Pj23btmV5lEDbtm05deoUCxYs4NNPP2XKlCkUKlSIixcvcvPmTXLkyMHw4cMpVaoUAIGBgfTu3ZtTp05Rr149Y2D03Llz3Lt3jyJFimBhYcH58+fTPV8ya4siRYowdepU+vXrx88//0ydOnUoUaIEycnJnDp1ipSUFNzc3Jg+fXqWpv5L8/bbb7N79262b99Ojx49KFCgAAUKFCAmJsYYLPHz8zMGhNOkTUX3wQcfPJUgqYiIiDwfGlEhIiIiIn9bzpw5GTt2LCtWrODdd9+ldOnSJCYmEh4eztWrV/H09CQgIIA1a9Zk+g3rr7/+mgoVKpCSksLZs2c5f/48ABMnTuSLL76gbNmyGAwGjh8/TmJiIm+88QazZs1i/vz5uLm5AZiMVsiKwYMH06hRI2xtbYmIiOD06dNPtL+vr6/xxV+LFi2wssr4+z+5cuXim2++YfLkydSqVYv79+/z559/kpycTNWqVRk3bhxTpkwxrqMAqVP8rFmzho4dO1KsWDGuXLlCREQE+fLlo0uXLqxZs8YY2Ni3b5/JyIjHadGiBYsXL6ZRo0Y4Ojpy+vRpLl26hIeHBz179mTdunWULFkyy8d75ZVXCAsLo0+fPpQsWZILFy5w9uxZPD09jQGFmjVrZvl4j1OxYkVCQ0Pp2LEjTk5OHD9+HBsbGwIDA5k0aVKm+40bN47PP/+c0qVLc/v2bc6fP0/ZsmWZM2cOPXr0yHCfZ3n/ZcTDw4MxY8ZQrFgxbt68yZUrV7h06RL29vb8+OOPvPfee5QsWZIbN25w8uRJ7O3tadOmDStXrmT06NFA6qiLB0cmPQtFihRh1apVDBo0iPLlyxMZGWkcOdOoUSO+//77J/rW/ONk1lc7derEwoULqVGjBg4ODpw8eZLo6GjKly/P559/zvLly43ftN+6detTK8/TUL16dVatWkX79u1xcXHh+PHj2Nra0rdvX6ZOnfrExxsyZAgLFiygXr16GAwGwsPDyZEjB40bN2bZsmUmL/LfeOMNfvzxR+rXr0/+/Pk5c+YMV65cwdvbmwEDBhASEmIcMfbwdXvUc7NmzZqsXbuWd955B3d3dyIiIrhy5Qq+vr7G4z5psChHjhzMmDGDoUOHUqFCBe7evUt4eDh37tyhZs2afPXVV8ycOTPT56+IiIi8WCwMf2diXhERERERM5aUlESdOnWIiopi7dq1lChRIruLZPYuXrxIvXr1ANi0aRMeHh7ZXCIREREREckqjagQEREREXlCP//8M1FRUVSoUEFBChERERERkX9IYyRFRERERLLgzJkz5MqVi4iICEaMGAFAt27dsrlUIiIiIiIiLz4FKkREREREsmDhwoUsW7bM+HvNmjVp1KhRNpZIRERERETk5aBAhYiIiIhIFpQuXZrcuXNjZWVF/fr1+eSTT7K7SCIiIiIiIi8FLaYtIiIiIiIiIiIiIiLZRotpi4iIiIiIiIiIiIhItlGgQkREREREREREREREso0CFSIiIiIiIiIiIiIikm0UqBARERERERERERERkWxjld0FEPknrvTJk91FkOfIdcYN4+fIyFvZWJLnz8rKEhcXO2JiEkhKSsnu4jxX+fM7GD+rz5sXc+7zoH6fRm1vvm0/tZJ1NpZEnrcPf7tv/Gxu/d6c+zyY9vue3rmysSTyPM06cc/42dz6PJh3v9ffeWp7gK0N9UranLyxKSlL+TSiQkREREREREREREREso0CFSIiIiIiIiIiIiIikm0UqBARERERERERERERkWyjQIWIiIiIiIiIiIiIiGQbBSpERERERERERERERCTbaIl1kefJwoLcNbqSu3YAOfJ5kHIriruH1hO/diyGu7cAyJHfE8c2o8jpVR1SkrhzIIRbq0cY0wEsctnh0HIYNhX8schlR+KpPcT9+AnJ10+ZnM62Wkfs/PpgVaA4yXHXubN3CfHrJ4Ah5blWW8Ssqd+LiJgHCwvKtO5BuXbv41jYkzs3rnNmWyj7Zo0gMSH1ee7k7kXtARNwq1CTlOQkTm5Zye6pQcb0h9UMHE+BUhUJ7lnfZHuRKn60+mZjuvwRO9YS2v/Np141EcmYhYUFtdp3p06nnuQr4smtG5H8sSWU0Kkjufv//Tp/US/eGvoVJV6rQUpyEr+tDyb4q6HG9Ie1HTKOoqUrMKlLQ5PtNvaOtP54FBUatiRXbnsu/HmQsGmj+HP3T8+8niIiAlhY4Na0B4X938fGtTj3b14nak8oEYuGk3w79Zlu6+ZFifcn4lSmJobkJCK3/8jpeUHG9Id5vfcVDiUrcnBgvb+V/rJ56iMqLly4QMWKFRk0aFC6tCNHjlC2bFmWLFnCtGnT8PPzM6YNGTKE0qVLc/To0XT7BQcH4+PjA8D06dMpU6YMMTExGZ5/zZo1+Pr6cvXqVQDOnDlDYGAg1atXp0yZMvj5+TFixAiioqLS7RseHs7AgQOpXbs25cqVo1GjRkyePJn4+Ph0ec+cOcPgwYOpVauW8bifffYZ586dy7DsD/74+vpSuXJlunXrxrFjx4x59+3bly7vgz8jR45Md62HDRuGn58fZcuWxc/Pjy+++ILIyMh0xxw7dmyG18vHx4fg4OAM0zKzY8cOunTpQsWKFSlfvjz+/v7Mnj2b+/fvZ5i/Q4cO+Pj4EB4e/kTneRnZ1f8Qx7fGc+/IJmJmdSFhy3RyV2mPS/fvALCwdSTvhyFYOuTn5uLexIV8gW2l1jgHzDc5jvM7s7Gp2JJbISOJ/a43OZxcydsvBAtbJ2Oe3LUDcPrPNO4d28KNme25s2sR9o0+wsF/6HOts4i5U78XETEPlbp+TN1BX3N25zrWDmjD799PplSzzjQdvxyAnPZOtJ61Cds8Bdk87F12T/8U74Zv0WTsDxker0Ln/lTsHJhhWj6f8tyLj2V515omPzsmp/9/MBF5dhr2GECHz6dweNt6vunTjs3zJlPtzf/Qc/oyAGwdnPho0QYc8hVg4eDurJr4Ga81a8d7Xy/J8Hj13+1Pg3f7p9tumSMHgd+tp2rLTmxZ8DUze7fl5C876TN7FeXrt3iWVRQRkf9X9K2BlPxgKtH713NkeBvO/ziJQvU7U+bzFQBY2Tnx6vjN5HQuSPhX3Tgz/xMK1G1P6U+WZni8Im0CKdo247/1spL+MnrqIyqKFCnCp59+SlBQEHXr1qVp06YA3Lp1i/79++Pn50enTp2YNm1aun2TkpIYMmQIK1euJGfOnBkev3Xr1syYMYMNGzbQsWPHdOmrV6+mZs2aFCpUiKioKDp16sQbb7zB3LlzcXJyIiIigvHjx9OlSxdCQkKM59m0aRMDBgygefPmTJ06lbx583L8+HHGjx/Pzp07WbRoEXZ2dgDs2rWLPn36UKNGDSZNmoSbmxvnz59n7ty5tG7dmunTp1O9enWTcu3cudP4OTk5mYiICEaPHk1AQABbtmwxHhtgxYoVuLq6pqubra2t8fNvv/1Gz549qVy5MmPGjKFw4cKcO3eOiRMn0rFjR5YsWUKBAgWM+b/77jsaNmxIxYoVM7yuWbVr1y569epFYGAgw4cPx8rKit9//50xY8YQERHBmDFjTPJHRERw4MABihUrxg8//MCIESP+0flfaBYW2Dfsx+2dC7m15gsAEo9vIyUhBpeAeVgXfZWcpepiYefCjbF1MSTcACDl5mXy9FmOdfGq3D+zD2vPytiUa8KNGW9x79iW1OOc3kP+kQewqx1A/MZJWOTMjUOLz0nYMo1bIanXPPHEDixyO5PTpw7wZbZcAhGzo34vImIeLCyo1HUgR4LnsHv6pwBc2P8zd29G02TsEgr4VqJotXrYOOXlh/9U4e7NaADir12k5bQwXMu/zpU/dgPg6FaMmoHjKV7bn3u3bmZ4uvzerxJ18jBXj+x7LtUTkfQsLCxo1ONjdiyby+qJnwEQvvtnEm5G02PKf/EoUxHfGvWwc87Ll62qkRCT2u9jrl7iw7lr8KpYndO/7wEgr3sx2g0ZRzm/5tyOu5nuXOX8mlGs7GvMG9CV/aFLjefKYZ2TDp9N4tBPoRgMhudTcRERc2RhQdG3BnJ57WzOzP8EgJgDP5EUF03pT37AoWQlXCrVx9oxL7/2rsz9uNRn/r2oS5QfFYbTK68Teyz1bz2bQsUo8d5X5K3uz/34m+lO9bj0l9kzWaOidevWNG7cmOHDhxtHNgwdmvptzi+/zPxFSaFChYiIiGDmzJmZ5nFzc6N69eqEhoamS7t27Rp79uyhbdu2AGzYsIGkpCRGjx5N6dKlcXd3p1atWkyZMoUzZ86wY8cOACIjIxkyZAgdO3ZkzJgxvPrqqxQpUoT69eszd+5cwsPD+f777wGIjY0lMDCQFi1aMGPGDCpXrkzhwoWpXr06c+fOpVatWgwcOJC4uDiTsuXPn9/4U6hQIapXr87nn3/OjRs32Lt3r0nePHnymORP+7G3twcgMTGRAQMGUK1aNWbOnEnVqlVxd3enRo0aLFiwgFu3bjF9+nSTYxYuXJigoCDu3r2b6bXNimXLllGrVi0CAgLw8vLCw8ODVq1aERgYyOrVq9PVe+XKlRQvXpy2bdsSGhpKQkLCPzr/i8zCxoE7+5dx59eVJtuTrp0AIEc+T3L5+pF4eq/xZSXAvT9/JuXOLWxKpw75z+XrR8q9eO79+bMxT0p8NIknd5OrdAMAcvq+gaWtAwnb5pic69aqz4n+qsEzqZ+IpKd+LyJiHnLaORK+7r8c32D6jbmYs8cBcHIvTtFqDbl8YKcxSAFwfu9mEuPjKFajsXFbrQETcC5akuD3GxB5/I8Mz5ffuxxRmaSJyPNhY+/IvpAlxsBBmqtnUvt9/qLFeaVmA079ussYpAA4tnMzd+LjKFPnr37/1tCvKOBRgslvN+LCn+n7tqtXKQAO/bzWZPvxfdvI41qEwqXKPrV6iYhIela5Hbn20/dc/9n0mZ9wIfWZb+tWnDyVGnLz8E5jkALgxm+bSEqII0+VJsZtJd6fiG3hEhwc1ID40+mf+Y9Lf5k9s8W0R44cia2tLZ988gnLly9n69atTJo0CQcHh0z3KVq0KL169WLOnDkcOXIk03xt27bl999/59KlSybbQ0JCcHZ2Nk4pZWFhQUJCAr/88otJPi8vL9auXUu1atUACA0N5e7du/Tq1SvDMn333XfG4EdISIhxdMjDLCwsGDx4MFFRUaxduzZd+sNy5coFgJXVkw1s2bp1K1euXKFPnz5YWFiYpDk5OTFnzpx0dUkLGk2aNOmJzvUwCwsLwsPDuXbtmsn2N998k7CwMHLnzm3clpycTEhICDVq1KBhw4YkJCQQFhb2j87/IjPciSNuRRD3z5h+882mfDMAkq6EY1XIO9188xhSSI4+R46CJQFS80SdSzfffHJkBFYFSwBg7V6WlNuxWDrkJ09gGIW+vkqBMX9i33jAM6qdiGRE/V5ExDwkxsey/atA46iINMXrpk7JEn3mGHk8SxFz/qRJuiElhdjLZ3Hx8DZu2zNzGEvaV+DygZ1kJEfOXDgX88HRzYOOS36lz94E3gk7RYUu5jU1gEh2u3MrlmVffmQcFZHm1f+fiunyyWO4epXi2tn0/T7q4lkKev7V70MmD2OkfyVO/ppxv4///0BHnsJFTbbnL1L8///r+c8qIyIij5SUEMvJmYHGURFp8r/eEoCEc8ewK1qKO5dOmO6YksLdqxHkLvLXMz9i4ef80rMCsYd3ZHiux6W/zJ5ZoMLJyYlx48axe/duRowYwYABAyhXrtxj9+vZsyc+Pj4EBQWRmJiYYZ769evj5OSU7qV3SEgIb775JtbW1gA0a9YMV1dXunTpwptvvsnYsWPZsmUL8fHxlChRwjjd0pEjR/D09MTFxSXD87322mvkzZsXgAMHDuDp6UmePHkyzOvq6oqHhwe//fbbI+t54cIFvvrqK9zc3KhcufIj8z7syJEj5M6dm1KlSmWYXq5cuXRTRxUrVozAwEAWL17Mr7/++kTne1DXrl2Jjo7Gz8+Prl27Mn36dPbv34+1tTVeXl4mQZcdO3Zw/fp1GjdujIeHB6VLl2bZsmV/+9wvI+tilbBv0I+7h9aTdOVPLG0dSbmTfoEdw714LG1Sg3wWto4mC+ymSbl7C4v/z2Npnxdy5CBP72XcO7qFG9PbcmfPEuybDcGhxafPtlIi8kjq9yIi5qFgmSq89s4gzmwL5cbpo+S0dyIxPi5dvvu3b5HT3tH4+43T6dfse1BerzLksLLGuWhJfpk3mpC+zTmzLZSaH46leu+Rj9xXRJ6tYuUq0+i9gfzxUxiXTx7D1sGJuxn0+3sJt7B9oN9fPnksXZ4H/b5pNQmxMXQbP59i5V7Dxs6BMnWb0LB7aoAyp63dI/cXEZGnz7FUFYq2H0TUnlASzh4lh50TSRksmp10Jx6r3H898xPOPvpvvcelv8ye+hoVDypfvjwFChTg2rVrxtELjy2QlRVjxoyhTZs2zJgxg8DA9N8MypkzJ/7+/oSGhtKzZ08ADh8+zKlTp5g6daoxn7OzM8HBwSxYsIBNmzaxYMECFixYgI2NDe+99x59+vQBUqdzcnR0THeejMTGxuLs7PzIPC4uLukW+65QoYLx8/3797G2tqZmzZqMGTPGZBQCQPPmzdONlAD48ccf8fLyIjY2FgcHhwzzPMrbb7/Nxo0bGTp0KCEhISZrXmRVxYoVjdd027ZtxmmrChQowLBhw6hfv74xb3BwMIUKFaJSpUrGeo0bN45Dhw5lKWj1srMuXpU8vX4gKfo8N7//IHWjReaxQ8P/f5Pa4hF50r5tbZEjJ5a57IkLG0vCz6lTqSWe3IlFbmfs/HoTv3EKhnvpF4l/kVhZPbM4679SjhyWJv+VF5P6/d9nbn0e1O/TqO3lReRa/nX8p6wm7nIEW0Z0B8DC8hHP+5SUTNMedvPCSUL6Nuf6sd+4czMKgIu/bMUqly0Vu3zEb4smZBgQeZGYW79Xn385eFWsTp9Zq4i6eJbvgnoAj/4b7kn6fUJMNF93a0rXMXMI+nEXANfOniJk8jC6jZ9P4p3b/6zw2czc+jyo36dR28uLyumV1yn7RQh3r0bw54QA4Ok9883ZMw1UfPHFFyQlJVGyZEk+/vhjVq5ciY2NzWP38/HxoU+fPkyfPt3kxfeD2rRpw+LFiwkPD6dUqVKEhIRQoUIFvLy8TPI5OzsTGBhIYGAg169fZ8+ePaxYsYKpU6fi4uJCp06dcHFx4fLly1mqk4uLCydOnHhknri4ONzd3U22rV69GoDo6GimTJlCdHQ0/fv3T5cPYPbs2RQsWDDd9rRREi4uLsTGxmIwGJ4oWGFpacmYMWNo2bIlkyZN4pNPPsnyvg8qUaIEo0aNAuD06dPs2LGD77//nn79+hEcHIyPjw83btzg559/pnPnzsYyNm3alPHjx7N06VKzD1TYVGyFc5fpJF0/zY0Z7TAkpAa2Uu7EGb9B/SALGwcMN68Y81g55E+Xx9LWgZQ7qf9TmvL/LyPvHtlokufesZ+wq9UNK1cf7p999KiffzsXF/P81pCj45MHGOXfQf3+nzHXPg/q92p7edGUbNCOBsPnEXP+JCF9m3E3NnUNosT4WHLapX/e57RzJP76pXTbM5MYH8e53RvTbT+7cx1lWgWQp5jvC7/Itrn2e/X5F9drTdvSdexcrp09ydQAfxJupvb7O/Gx5Mqg39vYOXLzWtbeQaQ5d+R3RvpXwrmgGzltcnP93Cl8qtUFICE25tE7/8uZa58H9Xu1vbyICtRpR6mP53Pn4gn++KQZSbdSn/lJCbHksLVPl98qtwP3orL+t545e2aBitDQUFauXMmMGTNwd3enbdu2jBs3jmHDhmVp/x49erBlyxaCgoLo3LlzunRfX19Kly7NmjVr8PLyIiwsjAEDTOfhnj17Nu7u7jRt2hRI/dZ/y5Yt8ff3p3379mzbto1OnTpRoUIF1q5dy40bNzKc0mnMmDHY29vTt29fKlWqxIYNGzLNGxkZSURERLoye3h4GP87a9Ys2rVrR0BAAKtWrUo35ZSbm1uGAYw0FStW5Ntvv+XYsWOULl06XfqcOXO4ePEiI0aMSJeWNgXU2LFjadSoUabnyMjt27eZNGkSbdq0wdfXF0hd78PLy4sWLVrwxhtvsHPnTnx8fAgNDeX+/ft89913LFq0yHgMg8HAunXrCAoKeuR6JS8zu3of4PDmcBJP7iRmdheT6VySr58iR/6H5he1sCRH3qLcPZg61VnStZPk8vUDCwswGIzZcuQvTtLVE/9/nNOpu1rlND1UjtRp0QyJd556vZ63mBjzWpg9Rw5LHB1tiYu7Q3KyeUXiX4Y/XtXv/zlz6/Ogfp9GbW++bf8iqtAlkJofjuXib9tY+3Fbk5ENMedO4FTE9EtVFpaWOLoV4/TPq7J8jvw+r1KobFUOr5xt8m+CVa7UFx53bkb+w1pkP3Pr9+bc5+HF7/cN3g2k9aDRnNi3jW/6vGUy1dO1iBMU8Ejf7/O5F+PA5tVZPoedcx7KvtGUw/9bbxLgKPpKBVJSUriYwQLcLxJz6/Ng3v1ef+ep7V9kRdp+hFf3sdw8tI3Dw9uQfPuvZ/7tiyfI7VbCdAdLS2wKeRK5a/XzLegL6pkEKs6dO8ewYcPo0KGDcUREv379mDBhAnXq1KFu3bqPL5iVFWPHjqVVq1bMmzcvwzxt2rRh3rx5VK1alXv37hkDEmkOHTpEaGgoDRs2NFk7wdLSEnt7e+O6E02aNGHy5Ml8++23DB061OQYp0+f5ocffjAuTu3v78/MmTOZMGECo0ePTlemCRMm4OLiQvPmzTOtm62tLRMmTKBt27aMHDmSyZMnP/Z6PKh69eq4u7vzzTffMG3aNJNRFdHR0SxcuJA33ngj0/27du3K5s2bCQoKeqLz2tjYGAMQDwdB7OzsyJEjh/GaBgcH4+3tzcSJE03y/fbbbwwfPpyQkJAMA1Avu9w1u+LYeiR3fg3m5qJekHzfJP3en1uxa9AXS/u8pMSnLpiWy9cPSxsH7v25FYDE8K04NPmYXL71uHdsC5A6N33OEtWJ35h6L9079hOGlBRsX2vDrTVfGo+fq1xjUuKjjS82X2RJSeb1D3qa5OQUs637i0r9/ukw5/ve3Pu9Odfd3Nv+RVOmdQ9q9R/PiY3L2PR5N1KSTJ/35/dupuLbH2PrnM84ZVPRag3IaefAub1bsnyevCXK8EbQdG5eOMWFfT8Zt5ds2I64y2eJvRTxdCqUjcz1vleff/HUat+dtkPG8sva5SwY9C7J9037/bGdW2jYfQD2LvmIj0nt96/UbICNvQPHdma931tYWNJ1zByWDOvLjmVzAciV246ab73Lyf3buR1386nVKTuY831v7v3enOtu7m3/InJr1oMS743n2v+W8ef4dzA89LdezG+bKfLWx1g75eN+bOozP0+lhljlduDGb5uzo8gvnKceqEhMTCQwMBBXV1eTF+EBAQFs27aNoKAgQkNDs3SskiVL0rdvXyZNmpRhur+/P+PGjWPq1Kk0bdrUuDh2mj59+tCpUycCAgLo0aMHnp6eXL9+nY0bN3Lw4EFjUCJPnjwMGzaMwYMHEx8fT4cOHXB2dubAgQNMnjwZX19f3nnnHQAcHByYMmUKvXr1Ii4ujnfeeYfChQtz6dIlFixYwJ49e5gxY8Zj17woVaoU3bt355tvvsHf3x8/Pz9j2o0bN8iVK1e6faysrHBxcSFnzpyMGjWK999/nz59+tCtWzcKFSrE8ePHmTx5MnZ2dhmu7ZHGwsKC0aNH07Jly0eW8WGWlpZ8/PHHfPpp6qKsbdq0IU+ePJw/f5758+fj6upK48aNOXr0KOHh4YwcORJvb2+TY5QoUYJ58+axbNkyswtUWDoWwLHNKJKizpGwfQ7WRcqbpCdHRXB7x3xy1+lBnr7B3Fo3Hku7PDi+OZy7RzdzP2I/AImn9nDvxA6c35lF3OrhpCTcwKHpYAy347i9fX7qsaLPcXv7HOzqf4ghOYnEU7vJVaYRuau0J3b5IEhJeu71FzFH6vciIuYhd96C1BowgdhLEfyx/BsKlKpokh578TSHV8yifPs+vDlzA/vmfIGtU15qfDiGszvXc/XQniyf69RPK6n09gAajlzAnhmfkxB5Ge/GHSle2591g9qbjLIQkWfHMV9B3hr6FVEXzrL1+28o+koFk/TI82fYtmQ2b3TpTf+F6wib/iV2znlpM3A0h7dt4MyBvVk+V3xMFL+uXU7LwOHcv3eHW9GRNHl/EM4F3Zg34O2nXTUREXlITpeClOg5kTtXI7gUMhOHEqZ/6925cppLYd9SuGUfyo/dwNnvv8DaIS9e3ccSvX89ccey/reeOXvqgYrx48dz8uRJVqxYYbIehaWlJWPHjqVly5YMGTIky2sUdO/enc2bN3P48OF0aY6OjjRo0ICwsDDjy/MH+fr6smLFCmbOnElQUBAxMTHY2dlRpUoVli5dSsmSJY15/f39KVSoEPPmzaN3797ExcVRuHBh2rRpQ7du3UwWnn7ttdcIDg5m7ty5DBo0iMjISPLly0fNmjVZtWqVcZqnx+nduzcbN25kxIgRVKlSxbi9Xbt2GeYvWbIkYWGp04BUq1aNpUuXMnv2bAYMGEBMTAwFCxbkjTfe4P333zeObMiMh4cHH330kXGtiaxq164d+fPn57vvvqNHjx4kJCSQL18+6tWrx/jx47GxsSE4OBhHR0datGiRbn9LS0u6du3Kl19+ya+//sprr732ROd/keUq3QCLnLmxyudBvo/Wp0u/ubgPd/b+wI2vW+LYdhQu78wi5W48dw6EcCv4c5O8MbPfxrHNKBxbjQALSxLP7CNm3rsY7sQa88T9OJTkmMvkrtkV+wb9SI4+x83/9uPO7sXPvK4ikkr9XkTEPBSr0QRrm9w4Ffak3bz/pUvfPDyAP0MXsbJnA2oPmEijLxdxP+EWJ7esZOeUQU90rqS7d1jVuzHVe39BtfeHYeOcj+jTR1n7cVvObMvaF8JE5J8rU6cxOW1zk69IMQb9sDVd+sLB3dmzajGTujTkrU8mEjDhO+4m3OK3DcH8OG7wE5/v+8/70Prj0bT+eBQ5bXNz5uB+Jr3dkPNHDzyN6oiIyCPkqdKEHDa5sS3kScXJ29Kl//nVu1zdvIiDg+pT4v1JvDJ4Mcl3bnF9x4+cnv1kf+uZMwuDQV+5kRfXlT7p1wmRl5frjBvGz5GRtx6R8+VjZWWJi4sdMTEJZjc8NH/+v9azUZ83L+bc50H9Po3a3nzbfmol62wsiTxvH/721/QJ5tbvzbnPg2m/7+mdfmYBeTnNOnHP+Nnc+jyYd7/X33lqe4CtDZ/ZssnyL/TGpqzN8GD5jMshIiIiIiIiIiIiIiKSKYWvBICRI0eyatWqR+aZMWMGr7/++nMqkYiIiIiIiIiIiIiYAwUqBIAPPviArl27PjJPgQIFnlNpRERERERERERERMRcKFAhAOTJk4c8eTT3u4iIiIiIiIiIiIg8X1qjQkREREREREREREREso0CFSIiIiIiIiIiIiIikm0UqBARERERERERERERkWyjQIWIiIiIiIiIiIiIiGQbBSpERERERERERERERCTbWBgMBkN2F0JERERERERERERERMyTRlSIiIiIiIiIiIiIiEi2UaBCRERERERERERERESyjVV2F0Dkn4iMvJXdRXiurKwscXGxIyYmgaSklOwuznOXP7+D8bPa3nyYc7uD2j6N2l5tb07U9qnMre3Nud3BtO3nVbXOxpLI8xaw777xs/q9+TDn5z2o7dOo7dX25sKc2x1M2/5RNKJCRERERERERERERESyjQIVIiIiIiIiIiIiIiKSbRSoEBERERERERERERGRbKNAhYiIiIiIiIiIiIiIZBsFKkREREREREREREREJNsoUCEiIiIiIiLyd1lYUKrVe7T6/nfe3hpDu+DjVO0/AWs7B2MWB3cvGkxYRectkfxn4xVeHzTdJP1hVT4cT9OZWx55Wuvc9ry16iS1Ppv31KoiIiIikl2eSaDiwoULVKxYkUGDBqVLO3LkCGXLlmXJkiVMmzYNPz8/Y9qQIUMoXbo0R48eTbdfcHAwPj4+AEyfPp0yZcoQExOT4fnXrFmDr68vV69eBeDMmTMEBgZSvXp1ypQpg5+fHyNGjCAqKirdvuHh4QwcOJDatWtTrlw5GjVqxOTJk4mPj0+X98yZMwwePJhatWoZj/vZZ59x7ty5DMv+4I+vry+VK1emW7duHDt2zJh337596fI++DNy5EgALl68+Mh8PXv2NB7Tx8eH4ODgDK+Vn58f06ZNyzAtM4cOHaJnz55UqVKFsmXL0qhRIyZOnJjhNQIYMGAAPj4+bNny6D+0RUREREREXjTlunxM9Y+/5sLudWwZ1IYj/51MiaadqTdmOQA57Z1oOmMTtnkKsn3ku/w681OKN3gLv1E/ZHi8Mp36U/Y/gY89b9X+E3FwK/Y0qyIiIiKSbayexUGLFCnCp59+SlBQEHXr1qVp06YA3Lp1i/79++Pn50enTp0yfEGelJTEkCFDWLlyJTlz5szw+K1bt2bGjBls2LCBjh07pktfvXo1NWvWpFChQkRFRdGpUyfeeOMN5s6di5OTExEREYwfP54uXboQEhJiPM+mTZsYMGAAzZs3Z+rUqeTNm5fjx48zfvx4du7cyaJFi7CzswNg165d9OnThxo1ajBp0iTc3Nw4f/48c+fOpXXr1kyfPp3q1aublGvnzp3Gz8nJyURERDB69GgCAgLYsmWL8dgAK1aswNXVNV3dbG1tTX6fNm0aFSpUSJcvV65cGV67f+rkyZN06dKFzp0789FHH5E7d27+/PNPxowZwx9//MGiRYtM8t+6dYstW7bg6enJ0qVLqV+//jMpl4iIiIiIyHNnYUG5LgMJXz2HX2d+CsDlX37mbmw0fqOWkK9UJdyq1iOXU15Wv12Fe7HRACRcv0ijKWEUKPc61w/tBsDetRhV+42naC1/7t26+cjTur/eGM/6bR+bT0RERORF8cymfmrdujWNGzdm+PDhxpENQ4cOBeDLL7/MdL9ChQoRERHBzJkzM83j5uZG9erVCQ0NTZd27do19uzZQ9u2bQHYsGEDSUlJjB49mtKlS+Pu7k6tWrWYMmUKZ86cYceOHQBERkYyZMgQOnbsyJgxY3j11VcpUqQI9evXZ+7cuYSHh/P9998DEBsbS2BgIC1atGDGjBlUrlyZwoULU716debOnUutWrUYOHAgcXFxJmXLnz+/8adQoUJUr16dzz//nBs3brB3716TvHny5DHJn/Zjb29vks/JySnDfI6Ojplev38iODgYDw8PBg4ciI+PD0WKFKFhw4aMGDGCffv2ER4ebpI/LCyMHDly0Lt3b3bt2sXFixefSblERERERESet5x2jpxa/19Ob1xqsj323HEAHNyL4161IdcO7jQGKQAu7dtMYkIcRV5vbNxWLXACjkVKsr5PA26c+CPzczo4UzPoW36ZFkSiAhUiIiLyknima1SMHDkSW1tbPvnkE5YvX87WrVuZNGkSDg6Zz8VZtGhRevXqxZw5czhy5Eim+dq2bcvvv//OpUuXTLaHhITg7OxsnFLKwsKChIQEfvnlF5N8Xl5erF27lmrVqgEQGhrK3bt36dWrV4Zl+u6774zBj5CQEOPokIdZWFgwePBgoqKiWLt2bablT5M28sHK6pkMbnnqLCwsuHTpEqdOnTLZ/vrrr7N27Vo8PT1NtgcHB1OlShXq1auHtbU1y5cvf57FFREREREReWYS42PZOynQOCoijUftFgDcPHMMZ89SxJ4/aZJuSEnh1uWzOHl4G7f99u0wVv2nAlcP7uRRqg/4mptnwwlfNfsp1UJEREQk+z3TQIWTkxPjxo1j9+7djBgxggEDBlCuXLnH7tezZ098fHwICgoiMTExwzz169fHycmJsLAwk+0hISG8+eabWFtbA9CsWTNcXV3p0qULb775JmPHjmXLli3Ex8dTokQJ43RLR44cwdPTExcXlwzP99prr5E3b14ADhw4gKenJ3ny5Mkwr6urKx4eHvz222+PrOeFCxf46quvcHNzo3Llyo/M+2/Rvn17rKysaN68OR06dGDSpEns2LGD5ORkSpQoYTLl1MmTJzl06BCNGzfGzs6OunXrsnLlSu7fv5+NNRAREREREXl28peuQrm3B3FueygxZ45ibefE/YS4dPnu375FTru/RsLHnEm/VuPDPOq0pGhtf3aOeu+plllEREQkuz3zr/GXL1+eAgUKcO3aNePohcexsrJizJgxtGnThhkzZhAYmH4hsZw5c+Lv709oaKhx4ejDhw9z6tQppk6daszn7OxMcHAwCxYsYNOmTSxYsIAFCxZgY2PDe++9R58+fYDU6ZyyOl1SbGwszs7Oj8zj4uKSbrHvB9eSuH//PtbW1tSsWZMxY8aQO3duk7zNmzfHwsIi3XF//PFHvLy8jL/36NGDHDlypMv39ddfU7t27axU54l4eHiwevVq5s+fz08//cSsWbOYNWsWjo6ODBw4kLfeesuYNzg4mFy5chnXpWjWrBkbN25ky5YtNGnS5KmUx8rqmcba/nVy5LA0+a85U9ubJ3Nrd1Dbp1Hbmy+1vfkyt7ZXu78cCpR7nYYTV3PrSgQ7vugOgIVl5m1qSEnJ8rFtnPNRY8hMfpk2hPir5/9xWf+N1O/Nk7m1O6jt06jtzZe5tb3aPWueeaDiiy++ICkpiZIlS/Lxxx+zcuVKbGxsHrufj48Pffr0Yfr06ZkuwNymTRsWL15MeHg4pUqVIiQkhAoVKpi8yIfUYEVgYCCBgYFcv36dPXv2sGLFCqZOnYqLiwudOnXCxcWFy5cvZ6lOLi4unDhx4pF54uLicHd3N9m2evVqAKKjo5kyZQrR0dH0798/XT6A2bNnU7BgwXTbH15g+8svv6R8+fLp8hUoUMD42crKipRM/gBOSUl54mmnXF1d+eSTT/jkk0+4cOECu3fvZsmSJXz22WcULFiQOnXqkJSUxJo1a6hTp45xXY26detiZ2fH0qVLn1qgwsXF7vGZXkKOjraPz/SSU9ubJ3Ntd1Dbq+3Nl9refJlr25t7u7/IPOu3o/Zn84i9cJKN/ZpxL+4GkDo9lLVd+umPc+Z25Pb1S+m2Z+b1wdOJiTjG8TXzsXjgy2oWFhZY5MiBITn5n1cim6nfmydzbXdQ26vtzZe5tr25t/vjPNNARWhoKCtXrmTGjBm4u7vTtm1bxo0bx7Bhw7K0f48ePdiyZQtBQUF07tw5Xbqvry+lS5dmzZo1eHl5ERYWxoABA0zyzJ49G3d3d5o2bQqkvsBv2bIl/v7+tG/fnm3bttGpUycqVKjA2rVruXHjRoZTOo0ZMwZ7e3v69u1LpUqV2LBhQ6Z5IyMjiYiISFdmDw8P439nzZpFu3btCAgIYNWqVemmnHJzc8swgPGwggULGo+bGUdHR27dupVhWmxsLE5OTo89T5rx48dTq1YtqlevDkCRIkVo3749rVq1okGDBmzbto06derwv//9j6ioKDZv3swrr7xi3D85OZl9+/YRERGRbj2LvyMmJuEfH+NFkiOHJY6OtsTF3SE5OevfvnpZPPgPmdrefJhzu4PaPo3aXm1vTtT2qcyt7c253eHFf2FR5j+BVPlgLFd+38aWQW1NpnqKPX8CR3fTL9NZWFpi71aMs/9bleVzePq1AeDd3XdMtju4FaNksy6s7VWPq79v/we1yH7q9+bDnJ/3oLZPo7ZX25sLc253yPrfec8sUHHu3DmGDRtGhw4djCMi+vXrx4QJE6hTpw5169Z9fOGsrBg7diytWrVi3rx5GeZp06YN8+bNo2rVqty7d88YkEhz6NAhQkNDadiwocnIAUtLS+zt7Y3rTjRp0oTJkyfz7bffMnToUJNjnD59mh9++MG40La/vz8zZ85kwoQJjB49Ol2ZJkyYgIuLC82bN8+0bra2tkyYMIG2bdsycuRIJk+e/Njr8XeVLl2aX3/9lW7duplsP3bsGLdv36Zs2bJZPtaePXs4efKkMVCRJmfOnNjY2Biv58qVK3FxcWHhwoVYPjDU+cKFC/Tu3Zvly5czePDgf1CrVElJ5te5AZKTU8y27mnMtf7m3vbmXHe1vfnWXW1vvnVX25tn3c293V9EPq16UPXD8ZzZvIxtw7uRkmS6Jt+lfZsp1/ljbJzzcfdmFACFqzYgp50Dl/ZtyfJ5Qrqmn0q5/oRgosN/58DcL4k9f/yfVeRfwFzvfXPv9+Zcd7W9+dZdbW+edTf3dn+cZxKoSExMJDAwEFdXV4KCgozbAwIC2LZtG0FBQYSGhmbpWCVLlqRv375MmjQpw3R/f3/GjRvH1KlTadq0qXFx7DR9+vShU6dOBAQE0KNHDzw9Pbl+/TobN27k4MGDxqBEnjx5GDZsGIMHDyY+Pp4OHTrg7OzMgQMHmDx5Mr6+vrzzzjsAODg4MGXKFHr16kVcXBzvvPMOhQsX5tKlSyxYsIA9e/YwY8aMx655UapUKbp3784333yDv78/fn5+xrQbN26YLEydxsrKymT0RWxsLJGRkenyWVpaGoMG3bt3591332XcuHG0atWKXLlyceLECSZMmEDt2rWfKFARGBhIr1696NevH507d8bNzY1Lly7x448/kpCQQPv27YmKimL79u0EBARQqlQpk/29vb2pUqUKwcHBBAYGkjNnziyfW0RERERE5N/ENk9BqvWfwK3LERxb8Q15S1U0Sb918TThK2fxSrs+NJ62gQNzvyCXU16qfDCGC7vXc/3wniyfKyr8t3TbUu4ncjf2RoZpIiIiIi+SZxKoGD9+PCdPnmTFihUm61FYWloyduxYWrZsyZAhQyhXrlyWjte9e3c2b97M4cOH06U5OjrSoEEDwsLC+PTTT9Ol+/r6smLFCmbOnElQUBAxMTHY2dlRpUoVli5dSsmSJY15/f39KVSoEPPmzaN3797ExcVRuHBh2rRpQ7du3bC1/Wsesddee43g4GDmzp3LoEGDiIyMJF++fNSsWZNVq1Y9djqmNL1792bjxo2MGDGCKlWqGLe3a9cuw/wlS5YkLCzM+Hvfvn0zzJc7d24OHDgAQLVq1Zg3bx6zZ8+mc+fO3LlzB1dXV5o0aULv3r2zVM40tWvXZvHixcyZM4d+/foRFxeHk5MTNWvWZOnSpeTLl4/58+djMBjo2LFjhsfo1q0bvXr1Yv369bRs2fKJzi8iIiIiIvJv4V6jCVY2uXFw86T57P+lS98+MoCTaxexvncDqgZOpO7IRdy/fYuIn1eyf+qg519gERERkX8pC4PBYMjuQoj8XZGRGa+98bKysrLExcWOmJgEsxwqlj//X4sQqu3Nhzm3O6jt06jt1fbmRG2fytza3pzbHUzbfl5V62wsiTxvAfv+mipL/d58mPPzHtT2adT2antzYc7tDqZt/yiWj88iIiIiIiIiIiIiIiLybDyzxbTlxTJnzhxmzpz5yDxDhw7NdEoqEREREREREREREZG/Q4EKAeCtt96iYcOGj8yTtji3iIiIiIiIiIiIiMjTokCFAODk5ISTk1N2F0NEREREREREREREzIzWqBARERERERERERERkWyjQIWIiIiIiIiIiIiIiGQbBSpERERERERERERERCTbKFAhIiIiIiIiIiIiIiLZxsJgMBiyuxAiIiIiIiIiIiIiImKeNKJCRERERERERERERESyjQIVIiIiIiIiIiIiIiKSbayyuwAi/4Qh8rvsLoI8Rxb5uxo/R0beysaSPH9WVpa4uNgRE5NAUlJKdhfnucqf38H4WX3evJhznwf1+zRqe/Ntez3zzYs5P/PNuc+D+r25Muc+D+bd7/V3ntoewHDuq2wsiTxvFh4Ds5RPIypERERERERERERERCTbKFAhIiIiIiIiIiIiIiLZRoEKERERERERERERERHJNgpUiIiIiIiIiIiIiIhItlGgQkREREREREREREREso0CFSIiIiIiIiIiIiIikm2eKFBx4cIFKlasyKBBg9KlHTlyhLJly7JkyRKmTZuGn5+fMW3IkCGULl2ao0ePptsvODgYHx8fAKZPn06ZMmWIiYnJ8Pxr1qzB19eXq1evAnDmzBkCAwOpXr06ZcqUwc/PjxEjRhAVFZVu3/DwcAYOHEjt2rUpV64cjRo1YvLkycTHx6fLe+bMGQYPHkytWrWMx/3ss884d+5chmV/8MfX15fKlSvTrVs3jh07Zsy7b9++dHkf/Bk5cqRJvosXL2Z4DQD8/Pzw8fFhwYIFGaZ//vnn+Pj4MG3aNAAuXrz4yHP37Nkz03Nl5NChQ/Ts2ZMqVapQtmxZGjVqxMSJEzO8lgADBgzAx8eHLVu2PNF5XnZXr8dRufFE9v1uel9t3XWSdj0WUM5vHHVaTWPM1M0k3E40yXMt8hYDhq+mapNJVGo4gYCPfuBw+JV059i5/wxtuy/g1XrjqdduBvOW7MVgMDzTeolI5tTvRUTMh575IuZFfV5ExHxcjUygcqtF7Pvjssn2rXvP065vCOWaLaBOpyWM+WYvCXfum+S5FpXAgDFbqdpmMZXe/I6AoPUcPhFpkiclxcDSsD9p0XMlFVsspP7byxjzzV7iE0z//XjZPFGgokiRInz66aeEhISwbt064/Zbt27Rv39//Pz86NSpU4b7JiUlMWTIEBITM7+grVu3Jjk5mQ0bNmSYvnr1amrWrEmhQoWIioqiU6dO2NjYMHfuXDZs2MCIESP49ddf6dKli8l5Nm3aRLt27bCysmLq1KmsXbuWgQMHsn79erp27UpCQoIx765du2jdujXx8fFMmjSJjRs3MmrUKC5fvkzr1q3Zs2dPunLt3LnT+LN161amTp1KVFQUAQEBJscGWLFihUn+tJ+PPvoo0+uSEWtrazZu3Jhue1JSEps2bcLCwiJd2rRp0zI891dffZXl8548eZIuXbpQokQJFi9ezLp16xgwYABhYWH07t07Xf5bt26xZcsWPD09Wbp06RPV8WV25VocAR/9wK34eybbN287Tu8hK8htm5MpI1sR9GF99v52jm79lpCUlALArfi7dOq9iD2/nqVfjzpMHdUGd1dnuvRZzKFjfz0gDx65RK9ByynukZdpo9rg36A0E775mTnfp7+HReTZU78XETEfeuaLmBf1eRER83HlejwBQeu59VDQYPPOs/QetoncNlZM+dSPoPers/ePy3QbtI6k5P9/5ick0ikwlD2/X6Jf10pM/awe7oUc6DIgjEPh143Hmrv8EF9M302dKkWZPrwB77Yty+otJ/lw5JaXOkBt9aQ7tG7dmm3btjF8+HAqVqxIoUKFGDp0KABffvllpvsVKlSIiIgIZs6cSf/+/TPM4+bmRvXq1QkNDaVjx44madeuXWPPnj1MmTIFgA0bNpCUlMTo0aONL+Xd3d1xc3OjadOm7Nixg3r16hEZGcmQIUPo2LGjsZyQGnTx9vamSZMmfP/99/Ts2ZPY2FgCAwNp0aKFcYQDQOHChalWrRqBgYEMHDiQdevW4ejoaEzPnz9/urp+/vnndO7cmb1791KvXj1jWp48edLl/zuqV6/Ojh07uHr1KoUKFTJu37t3L7lz58bW1jbdPk5OTv/43MHBwXh4eDBw4EDjtiJFimBjY0OPHj0IDw+nVKlSxrSwsDBy5MhB7969GTx4MBcvXsTd3f0fleFFlpJiYPWGw4yf8RMZPVemz9+Bl0c+5kzsQE7rHAC8Vr4IDdt/Q/C6P3irRQVWrj3EpSuxLJnZhYrligBQo7InMbG3GTNtCz988zYA0+Zvx7dkIcZ/1gKAWtW8SEpKYdbi3bz9VmVsclk/n0qLmDn1exER86Fnvoh5UZ8XETEfKSkGVm85yfjZ+zJ+5n//O15FnZkzuvFfz/yyBWnYdTnBG0/wVtNSrNxwnEvX4lkyuTkVS6e+z61RyZ2Y2LuM+XYvP0xpQUqKgbnL/6B9s1IMCKgMwOsVC+PsmIuPRm/lyMkoynr/83fL/0Z/a42KkSNHYmtryyeffMLy5cvZunUrkyZNwsHBIdN9ihYtSq9evZgzZw5HjhzJNF/btm35/fffuXTpksn2kJAQnJ2djVNKWVhYkJCQwC+//GKSz8vLi7Vr11KtWjUAQkNDuXv3Lr169cqwTN999x1t27Y1niNtdMjDLCwsGDx4MFFRUaxduzbT8qfJlSsXAFZWTxwLypJy5crh5uaWbvTJunXraNKkSYYjKp4GCwsLLl26xKlTp0y2v/7666xduxZPT0+T7cHBwVSpUoV69ephbW3N8uXLn0m5XhTHT19n+IT1tGxclvGf+adLP3MuihpVixsfaAD58thT3CMf2/acBuD02SicHGyMf8SmqVrBgwOHLxIbd4fExCT2HzhP/dreJnkavVGKhNuJ/HYo86nFROTpUr8XETEfeuaLmBf1eRER83E84gbDv95Fy/olGT+4brr0M+dvUqOSu+kz3yU3xYs6s23fBQBOn7+Jk0MuY5AiTdVX3Thw7Dqxt+4RfzuRFvVK0NzPyyRP8SLOAFy4HPd0K/Yv8rcCFU5OTowbN47du3czYsQIBgwYQLly5R67X8+ePfHx8SEoKCjTKaDq16+Pk5MTYWFhJttDQkJ48803sbZO/ZZAs2bNcHV1pUuXLrz55puMHTuWLVu2EB8fT4kSJbCzswNS187w9PTExcUlw/O99tpr5M2bF4ADBw7g6elJnjx5Mszr6uqKh4cHv/322yPreeHCBb766ivc3NyoXLnyI/P+E02aNDEJVCQmJrJlyxaaNWv2zM7Zvn17rKysaN68OR06dGDSpEns2LGD5ORkSpQoYQzQQOo0UYcOHaJx48bY2dlRt25dVq5cyf379x9xhpeba0FHNi3tRVDf+hl+48XZKTeXr8aabLuflMyVa7FcuJy6douLc24SbicSG3fHJN/5yzcBuHgllguXb3L/fjLFiprey0ULp/aDiPPRT6tKIvIY6vciIuZDz3wR86I+LyJiPlzz27Fp4VsEvV8Nm1w50qU7O9pw+brp+r33k1K4cj2eC1dTgwsuTjapz/xbplMFnv//4MPFq7dwtM/Fp31eTxfM2LI7dQ2kEh4Zv+N+GfytQAVA+fLlKVCgAMnJycbRC49jZWXFmDFjiIiIYMaMGRnmyZkzJ/7+/oSGhhq3HT58mFOnThlHPgA4OzsTHBzM+++/z71791iwYAF9+vShRo0aJseOjY01mabpUWJjY3F2dn5kHhcXl3SLfVeoUMH4U6ZMGVq0aIGzszOLFy8md+7cJnmbN29ukj/t5/Tp01kq44OaNGnCwYMHuXbtGpC6vkaePHl45ZVXMszfo0ePDM+9ffv2LJ/Tw8OD1atX06VLF65fv86sWbPo3r07NWvWTDdaIjg4mFy5clG/fn0gNbgUFRVl1otqOzvaUqhA5vdjm2bl2LztOHO+38ONmAQuX43l0zFruZVwjzv/v/hOi4alsbC0oN9nwZw8E0ncrbuEbjrCqrWHALhzN9E4N6p97lwmx7f7/9/jE0wfiCLy7Kjfi4iYDz3zRcyL+ryIiPlwdrShUH67TNPbNPJm886zzFn2Bzdu3uHy9Xg+nbSdWwn3uXM3CYAW9UqkPvO/+ImTZ2OIi79H6E+nWLXpBIAx38P++PM6c5b9wRvViuLtmfEX7F8Gf3teoi+++IKkpCRKlizJxx9/zMqVK7GxsXnsfj4+PvTp04fp06cbX2A/rE2bNixevNi43kFISAgVKlTAy8t0yIuzszOBgYEEBgZy/fp19uzZw4oVK5g6dSouLi506tQJFxcXLl++nOF5Hubi4sKJEycemScuLi7dGgurV68GIDo6milTphAdHU3//v0zXIth9uzZFCxYMN12V1fXLJXxQWXKlKFIkSJs3LiRt99+m3Xr1j1yNMWXX35J+fLl020vUKDAE53X1dWVTz75hE8++YQLFy6we/dulixZwmeffUbBggWpU6cOSUlJrFmzhjp16mBvbw9A3bp1sbOzY+nSpTRp0uTJKmsmPni3NsnJBqbO3cbEb7dibWVJO/9XqVfTm1NnowAo4Zmfb8a14/Px6/F/ew4ApX0K0bd7LUZN2YxNLmsS7yc/8jyWz2hqsOfJyupvx1lfSDlyWJr8V14e6vdZY259HtTv06jt5WWiZ37WmFu/V59/eanPZ4259XlQv0+jtpeXyQdvVyQ5JYWp3/3GxHm/pD7zm/hQ7/WinDp3E0gdDfHNiIZ8/vVO/N9bCUDpkvno+3YlRs3cg02u9K/qfz96lfc/24R7IQdGf1z7eVbpuftbgYrQ0FBWrlzJjBkzcHd3p23btowbN45hw4Zlaf8ePXqwZcsWgoKC6Ny5c7p0X19fSpcuzZo1a/Dy8iIsLIwBAwaY5Jk9ezbu7u40bdoUSH3Z3rJlS/z9/Wnfvj3btm2jU6dOVKhQgbVr13Ljxo0Mp3QaM2YM9vb29O3bl0qVKrFhw4ZM80ZGRhIREZGuzB4eHsb/zpo1i3bt2hEQEMCqVavSTTnl5ub2VBeTTpv+qX379vz000+sWLEi07wFCxY0lvXvGj9+PLVq1aJ69epA6kLa7du3p1WrVjRo0IBt27ZRp04d/ve//xEVFcXmzZtNRngkJyezb98+IiIi0q1nIan/SA/o9QYfvFuLC5djKJDPAUcHGzr3WYyT41+BwJpVivPTit5cupI6jNjdzZmVYX8Aqd/quXM39ds5CbdNp1iLv536TRsHe9Nv4ryIXFwyj2K/zBwdbbO7CPKUqd9njbn2eVC/V9vLy0TP/Kwx136vPv/yUZ/PGnPt86B+r7aXl4lVDksGBFThgy4VuXDlFgXy5sbRPhedPwrDyeGv53TN19z5aVF7Ll1NnSbK3dWBlRuOA+DsYPo8X/e/0wRN2E4xdyfmjGqMi+PjBwm8yJ44UHHu3DmGDRtGhw4djCMi+vXrx4QJE6hTpw5169Z9/EmtrBg7diytWrVi3rx5GeZp06YN8+bNo2rVqty7d88YkEhz6NAhQkNDadiwocmC1ZaWltjb2xvXnWjSpAmTJ0/m22+/ZejQoSbHOH36ND/88INxoW1/f39mzpzJhAkTGD16dLoyTZgwARcXF5o3b55p3WxtbZkwYQJt27Zl5MiRTJ48+bHX459o0qQJs2fPZuXKlRQpUiTdqJOnbc+ePZw8edIYqEiTM2dObGxsjNd95cqVuLi4sHDhQiwt/4oSX7hwgd69e7N8+XIGDx78TMv6Itr3+zkS7ydTq2pxSnjmByApKYUTpyNp1bQsAJevxrL71whaNCqLu5uzcd+jJ67i5GhLYVcnEhOTyZHDgvOXTKcpO38x9ffiHvmeT4WeoZiYhOwuwnOVI4cljo62xMXdITk5JbuL81y97H+8qt9njbn1eVC/T6O2N9+2fxnpmZ815tbvzbnPw8vd79Xns8bc+jyYd7/X33lq+5fVvj8uk3g/hVqvuRvXkUhKTuHE2Ru0auANwOXr8ez+7RIt6pfA3dXBuO/RU9E4OeSicCF747Z5Kw4xYe5+qpRzZfrwBjjY5Xy+FcoGTxSoSExMJDAwEFdXV4KCgozbAwIC2LZtG0FBQSZrSzxKyZIl6du3L5MmTcow3d/fn3HjxjF16lSaNm1qXBw7TZ8+fejUqRMBAQH06NEDT09Prl+/zsaNGzl48KAxKJEnTx6GDRvG4MGDiY+Pp0OHDjg7O3PgwAEmT56Mr68v77zzDgAODg5MmTKFXr16ERcXxzvvvEPhwoW5dOkSCxYsYM+ePcyYMeOxa16UKlWK7t2788033+Dv74+fn58x7caNGyYLTqexsrIyGX3xyy+/cObMGZM8Hh4e6UZE+Pr64uHhwcSJE+nZs+cjyxUbG0tkZGS67ZaWlsYAw+MEBgbSq1cv+vXrR+fOnXFzc+PSpUv8+OOPJCQk0L59e6Kioti+fTsBAQGUKlXKZH9vb2+qVKlCcHAwgYGB5Mz58neyJ7Hxf+Fs3XmSTct7YW2VujDPyrV/EBd/l3q1Uh9q0Tdv8+nYdRTM70itqsUBiIyOZ+2WY/jVLImFhQW5clnxWvmibNp2nHc7VsXi/4cCb/pfOA72uSj3ilv2VPApSkoyr3/Q0yQnp5ht3V9W6vdZY873vbn3e3Ouu7m3/ctIz/ysMdf7Xn3+5aM+nzXmfN+be78357qbe9u/jDbuOMvWPefY9F17rP9/WrOVG04QF59IvRqp73Ojb97h08k7KJjfjlqvpc64E3njNmu3nsavelHj831p2J98NWc/TesUZ+ygOuS0Tr9498voiQIV48eP5+TJk6xYscJkPQpLS0vGjh1Ly5YtGTJkCOXKlcvS8bp3787mzZs5fPhwujRHR0caNGhAWFgYn376abp0X19fVqxYwcyZMwkKCiImJgY7OzuqVKnC0qVLKVmypDGvv78/hQoVYt68efTu3Zu4uDgKFy5MmzZt6NatG7a2fw23eu211wgODmbu3LkMGjSIyMhI8uXLR82aNVm1alWWp07q3bs3GzduZMSIEVSpUsW4vV27dhnmL1myJGFhYcbfhwwZki7PBx98QN++fdNtb9KkCd988026UScPy2hfgNy5c3PgwIFH7pumdu3aLF68mDlz5tCvXz/i4uJwcnKiZs2aLF26lHz58jF//nwMBgMdO3bM8BjdunWjV69erF+/npYtW2bpvOaiw5sVWBF6kKBRYbRpVo7wU9eZ9O1WmtbzpUqF1HuvjE8hKpZ1Z8SEDQzs44dVDkumzP4fVjks6PtuLeOxenWtQbf+S+j/2SraNCvPgSMXmffDXga8/wa2NtbZVUUReYj6vYiI+dAzX8S8qM+LiJiPDs1KsWJ9OEFfbaNNY2/CT99g0vxfaFqnOFXKpa5NXKZkPiqWLsiIqbsY2KNK6jN/wa+pz/y3KwGpgYuxs/ZSuKA9/2n5CsdORZucp6irA3mcX86pwywMBoMhuwsh8ncZIr/L7iL8bft+P0fXD//Ld1P/Q9WKfwXAdv0SwaRvt3L6bBT58tjzZpOy9Hz7deM3cACibsQzZuoWdv0SgcEAVSsWJfC9ungWNR0Zs3nbcabN307E+RsUzOdAp9aVeLdj1edWx6fNIn9X4+fIyFvZWJLnz8rKEhcXO2JiEszuWxf58/81HPJF7vOgfv+kzLnPg/p9GrW9+ba9nvl65psLc+7z8PL0e/X5J2POfR7Mu9/r7zy1PYDh3FfZWJJ/bt8fl+k6cB3ffdWUquX/GtW267eLTJr/K6fPx5DPJTdvNihJz46vGkdYAETF3GbMt/vY9dvF1Gd+eVcC362Mp7sTACs3HOeTSTsyPffoj2vTuqH3s6vcM2DhMTBr+RSokBfZi/yHrDw5c/5jVn/MpFKfNy/m3OdB/T6N2t58217PfPNizs98c+7zoH5vrsy5z4N593v9nae2hxc/UCFPJquBiideTFteTnPmzGHmzJmPzDN06NBMp64SEREREREREREREfk7FKgQAN566y0aNmz4yDxZXXBbRERERERERERERCSrFKgQAJycnHBycsruYoiIiIiIiIiIiIiImbF8fBYREREREREREREREZFnQ4EKERERERERERERERHJNgpUiIiIiIiIiIiIiIhItlGgQkREREREREREREREso0CFSIiIiIiIiIiIiIikm0sDAaDIbsLISIiIiIiIiIiIiIi5kkjKkREREREREREREREJNsoUCEiIiIiIiIiIiIiItnGKrsLIPJPREbeyu4iPFdWVpa4uNgRE5NAUlJKdhfnucuf38H4WW1vPsy53UFtn0Ztr7Y3J2r7VObW9ubc7qC2V9unUtubD3Nud1DbpzFEfpeNJZHnzSJ/V+Nnc+v35tznwbTfP4pGVIiIiIiIiIiIiIiISLZRoEJERERERERERERERLKNAhUiIiIiIiIiIiIiIpJtFKgQEREREREREREREZFso0CFiIiIiIiIiIiIiIhkGwUqREREREREREREREQk22Q5UHHhwgUqVqzIoEGD0qUdOXKEsmXLsmTJEqZNm4afn58xbciQIZQuXZqjR4+m2y84OBgfHx8Apk+fTpkyZYiJicnw/GvWrMHX15erV68CcObMGQIDA6levTplypTBz8+PESNGEBUVlW7f8PBwBg4cSO3atSlXrhyNGjVi8uTJxMfHp8t75swZBg8eTK1atYzH/eyzzzh37lyGZX/wx9fXl8qVK9OtWzeOHTtmzLtv3750eR/8GTlyJAAXL17MML1ChQq8+eabrF271qQMPj4+BAcHZ3i9/Pz8mDZtmvH3xMREpk+fTuPGjSlTpgyVK1cmICCAvXv3Zrj/ozzJtQeYPHkyPj4+fPfdd098LhERERERERERkX+bq9fjqNx4Ivt+N31nuHXXSdr1WEA5v3HUaTWNMVM3k3A70STPtchbDBi+mqpNJlGp4QQCPvqBw+FX0p1j5/4ztO2+gFfrjadeuxnMW7IXg8HwTOslkl2yHKgoUqQIn376KSEhIaxbt864/datW/Tv3x8/Pz86deqU4b5JSUkMGTKExMTEDNMBWrduTXJyMhs2bMgwffXq1dSsWZNChQoRFRVFp06dsLGxYe7cuWzYsIERI0bw66+/0qVLF5PzbNq0iXbt2mFlZcXUqVNZu3YtAwcOZP369XTt2pWEhARj3l27dtG6dWvi4+OZNGkSGzduZNSoUVy+fJnWrVuzZ8+edOXauXOn8Wfr1q1MnTqVqKgoAgICTI4NsGLFCpP8aT8fffSRSb5p06YZ03bs2MH3339P0aJF+fjjjzl48GCm1/BRPv30U8LCwhgyZAgbNmxg0aJFuLu78+6772ZYr8w8ybUHSElJYfXq1Xh6erJs2bK/VXYREREREREREZF/iyvX4gj46Aduxd8z2b5523F6D1lBbtucTBnZiqAP67P3t3N067eEpKQUAG7F36VT70Xs+fUs/XrUYeqoNri7OtOlz2IOHbtsPNbBI5foNWg5xT3yMm1UG/wblGbCNz8z5/usv8cTeZFYPUnm1q1bs23bNoYPH07FihUpVKgQQ4cOBeDLL7/MdL9ChQoRERHBzJkz6d+/f4Z53NzcqF69OqGhoXTs2NEk7dq1a+zZs4cpU6YAsGHDBpKSkhg9ejQWFhYAuLu74+bmRtOmTdmxYwf16tUjMjKSIUOG0LFjR2M5ITXo4u3tTZMmTfj+++/p2bMnsbGxBAYG0qJFC+MIB4DChQtTrVo1AgMDGThwIOvWrcPR0dGYnj9//nR1/fzzz+ncuTN79+6lXr16xrQ8efKky58RJycnk3wFChRgwoQJVK5cmfXr1/Pqq68+9hgPio+PZ82aNUybNo26desat48YMYLw8HD++9//Ur169SwdK6vXPs3OnTu5evUqM2fOpHfv3vzyyy9Urlz5icovIiIiIiIiIiKS3VJSDKzecJjxM34io4EN0+fvwMsjH3MmdiCndQ4AXitfhIbtvyF43R+81aICK9ce4tKVWJbM7ELFckUAqFHZk5jY24yZtoUfvnkbgGnzt+NbshDjP2sBQK1qXiQlpTBr8W7efqsyNrmsn0+lRZ6TJ16jYuTIkdja2vLJJ5+wfPlytm7dyqRJk3BwcMh0n6JFi9KrVy/mzJnDkSNHMs3Xtm1bfv/9dy5dumSyPSQkBGdnZ+OUUhYWFiQkJPDLL7+Y5PPy8mLt2rVUq1YNgNDQUO7evUuvXr0yLNN3331H27ZtjedIGx3yMAsLCwYPHkxUVFS66ZcykitXLgCsrJ4oDvRIlpaWWFlZ/e1jWlpasnPnTpKSkky2T506lc8++yzLx8nqtU8THByMt7c3fn5+uLq6snTp0r9VfhERERERERERkex0/PR1hk9YT8vGZRn/mX+69DPnoqhRtbgxSAGQL489xT3ysW3PaQBOn43CycHGGKRIU7WCBwcOXyQ27g6JiUnsP3Ce+rW9TfI0eqMUCbcT+e3QxWdQO5Hs9cSBCicnJ8aNG8fu3bsZMWIEAwYMoFy5co/dr2fPnvj4+BAUFJTpFFD169fHycmJsLAwk+0hISG8+eabWFunRgqbNWuGq6srXbp04c0332Ts2LFs2bKF+Ph4SpQogZ2dHZC6doanpycuLi4Znu+1114jb968ABw4cABPT0/y5MmTYV5XV1c8PDz47bffHlnPCxcu8NVXX+Hm5vbURg7ExsYyduxY7ty5Q/PmzZ94f3t7ezp16sTSpUupVasWAwYMYOnSpZw/f56CBQtSsGDBLB8rq9ce4ObNm/z00080btwYCwsLmjRpwsaNG7lx48YT10FERERERERERCQ7uRZ0ZNPSXgT1rZ/hiAZnp9xcvhprsu1+UjJXrsVy4XLqurwuzrlJuJ1IbNwdk3znL98E4OKVWC5cvsn9+8kUK2r6nrJo4dR3nBHno59WlUT+NZ44UAFQvnx5ChQoQHJycrpv0GfGysqKMWPGEBERwYwZMzLMkzNnTvz9/QkNDTVuO3z4MKdOnTKOfABwdnYmODiY999/n3v37rFgwQL69OlDjRo1TI4dGxtrMk3To8TGxuLs7PzIPC4uLukW+65QoYLxp0yZMrRo0QJnZ2cWL15M7ty5TfI2b97cJH/az+nTp03y9ejRw5hWvnx5Xn/9dY4ePcr8+fPx9fXNUn0e9umnnzJx4kRKlSrFpk2bGDZsGA0aNCAgIIBr165l+ThZvfYAYWFhJCYm0qxZMyA1yHH//v1MFwAXERERERERERH5t3J2tKVQgczfNbZpVo7N244z5/s93IhJ4PLVWD4ds5ZbCfe4c+c+AC0alsbC0oJ+nwVz8kwkcbfuErrpCKvWHgLgzt1E49oX9rlzmRzf7v9/j08wXRtD5GXwt+YR+uKLL0hKSqJkyZJ8/PHHrFy5Ehsbm8fu5+PjQ58+fZg+fTr169fPME+bNm1YvHgx4eHhlCpVipCQECpUqICXl5dJPmdnZwIDAwkMDOT69evs2bOHFStWMHXqVFxcXOjUqRMuLi5cvnw5w/M8zMXFhRMnTjwyT1xcHO7u7ibbVq9eDUB0dDRTpkwhOjqa/v37p8sHMHv27AxHL7i6upr8/uWXX1K+fHnu3r3LsmXLWLt2LQEBAemCQlZWVqSkpGRY1pSUlHTTRDVv3pzmzZtz9+5dDhw4wObNm1m+fDl9+/Zl+fLlj6z7g7Jy7QFWrlxJ6dKlKVasGABlypShWLFiLF++nICAAOMaF/+EldXfirW9sHLksDT5rzlT25snc2t3UNunUdubL7W9+TK3tle7/0Vtb77U9ubJ3Nod1PYvsw/erU1ysoGpc7cx8dutWFtZ0s7/VerV9ObU2SgASnjm55tx7fh8/Hr8354DQGmfQvTtXotRUzZjk8uaxPvJjzyP5VN4p5adzK3fq89nzRMHKkJDQ1m5ciUzZszA3d2dtm3bMm7cOIYNG5al/Xv06MGWLVsICgqic+fO6dJ9fX0pXbo0a9aswcvLi7CwMAYMGGCSZ/bs2bi7u9O0aVMgdbHpli1b4u/vT/v27dm2bRudOnWiQoUKrF27lhs3bmQ4pdOYMWOwt7enb9++VKpUiQ0bNmSaNzIykoiIiHRl9vDwMP531qxZtGvXjoCAAFatWpVuyik3N7cMAxgPK1iwoPG4n3/+OXfu3KF///589913VKpUyZjP0dGRW7duZXiM2NhYnJycANi3bx8///wzQUFBANjY2FC9enWqV6+Ol5cXI0eOzLTeD8vqtQ8PD+fYsWNYWFjwyiuvGPdPSUnBYDCwe/duatSo8djzPY6Li93jM72EHB1ts7sI2U5tb57Mtd1Bba+2N19qe/Nlrm1v7u0OantzprY3T+ba7qC2fxlZWVkyoNcbfPBuLS5cjqFAPgccHWzo3GcxTo5/fcm7ZpXi/LSiN5eupE4T5e7mzMqwP4DUURt37qaOvki4bTp9fvzt1JEUDvamIy1eNOba79XnH+2JAhXnzp1j2LBhdOjQwTgiol+/fkyYMIE6depQt27dx5/QyoqxY8fSqlUr5s2bl2GeNm3aMG/ePKpWrcq9e/eML8XTHDp0iNDQUBo2bGgyasDS0hJ7e3vjuhNNmjRh8uTJfPvttwwdOtTkGKdPn+aHH34wLrTt7+/PzJkzmTBhAqNHj05XpgkTJuDi4vLINSJsbW2ZMGECbdu2ZeTIkUyePPmx1yMrPv30U/bv38+gQYMICwvD1jb1pi5dujS//vor3bp1M8l/7Ngxbt++TdmyZQGIj49n4cKFNG3alPLly5vkdXBwwMbGBnt7+yyVJavX/scff8Ta2ppFixaZHDshIYEuXbqwbNmypxKoiIlJ+MfHeJHkyGGJo6MtcXF3SE7OeDTNy+zBf8jU9ubDnNsd1PZp1PZqe3Oitk9lbm1vzu0Oanu1fSq1vfkw53YHtf3LbN/v50i8n0ytqsUp4ZkfgKSkFE6cjqRV09T3dJevxrL71whaNCqLu5uzcd+jJ67i5GhLYVcnEhOTyZHDgvOXTKegP38x9ffiHvmeT4WeEXPr9+bc5yHr/T7LgYrExEQCAwNxdXU1fjMfICAggG3bthEUFGSytsSjlCxZkr59+zJp0qQM0/39/Rk3bhxTp06ladOmJgs0A/Tp04dOnToREBBAjx498PT05Pr162zcuJGDBw8agxJ58uRh2LBhDB48mPj4eDp06ICzszMHDhxg8uTJ+Pr68s477wCpL+ynTJlCr169iIuL45133qFw4cJcunSJBQsWsGfPHmbMmPHYNS9KlSpF9+7d+eabb/D398fPz8+YduPGDXLlSh/xtLKyynTBbwA7Ozu++OILunXrxtdff82QIUMA6N69O++++y7jxo2jVatW5MqVixMnTjBhwgRq165tDFS88cYbVKlShV69etG3b1+qVatGcnIyhw8fZuLEifTo0YOcOXM+sl5Pcu0TExMJDQ2lUaNGVKxYMd0xmjdvTmhoKJGRkeTPnz9L581MUpL5dW6A5OQUs617GnOtv7m3vTnXXW1vvnVX25tv3dX25ll3c293UNubM3Otv7m3vTnX3dzb/mW08X/hbN15kk3Le2FtlQOAlWv/IC7+LvVqeQMQffM2n45dR8H8jtSqWhyAyOh41m45hl/NklhYWJArlxWvlS/Kpm3HebdjVeP06Zv+F46DfS7KveKWPRV8Ssz1vleff7QsByrGjx/PyZMnWbFihcl6FJaWlowdO5aWLVsyZMgQypUrl6Xjde/enc2bN3P48OF0aY6OjjRo0ICwsDA+/fTTdOm+vr6sWLGCmTNnEhQURExMDHZ2dlSpUoWlS5dSsmRJY15/f38KFSrEvHnz6N27N3FxcRQuXJg2bdrQrVs34+gEgNdee43g4GDmzp3LoEGDiIyMJF++fNSsWZNVq1YZp2N6nN69e7Nx40ZGjBhBlSpVjNvbtWuXYf6SJUsSFhb2yGO+/vrrtG7dmkWLFtGsWTPKli1LtWrVmDdvHrNnz6Zz587cuXMHV1dXmjRpQu/evY37WlpaMnv2bObNm8eSJUsYP348KSkpeHl50a9fP5OFyh8nK9d+48aN3Lx5k//85z8ZHuOdd95h1apVrFixwqScIiIiIiIiIiIiL6oOb1ZgRehBgkaF0aZZOcJPXWfSt1tpWs+XKhVS3yuW8SlExbLujJiwgYF9/LDKYcmU2f/DKocFfd+tZTxWr6416NZ/Cf0/W0WbZuU5cOQi837Yy4D338DWxjq7qijyzFgYDAZDdhdC5O+KjMx4jY6XlZWVJS4udsTEJJhlBDZ/fgfjZ7W9+TDndge1fRq1vdrenKjtU5lb25tzu4PaXm2fSm1vPsy53UFtn8YQ+V02luSf2/f7Obp++F++m/ofqlb868vNu36JYNK3Wzl9Nop8eex5s0lZer79unGEBUDUjXjGTN3Crl8iMBigasWiBL5XF8+ieU3OsXnbcabN307E+RsUzOdAp9aVeLdj1edWx6fJIn9X42dz6/fm3OfBtN8/yhMvpi0iIiIiIiIiIiJizqpW9CB859B022tU9qRGZc9H7psvjz0Th7/52HM0qONDgzo+f7eIIi8UBSoEgHXr1vHJJ588Mk+3bt348MMPn1OJRERERERERERERMQcKFAhANSpU4fVq1c/Ms/jFhIXEREREREREREREXlSClQIAHZ2dtjZ2WV3MURERERERERERETEzFhmdwFERERERERERERERMR8KVAhIiIiIiIiIiIiIiLZRoEKERERERERERERERHJNgpUiIiIiIiIiIiIiIhItlGgQkREREREREREREREso2FwWAwZHchRERERERERERERETEPGlEhYiIiIiIiIiIiIiIZBsFKkREREREREREREREJNtYZXcBRP6JQN9c2V0EeY4m/3nP+NkQ+V02lkSeJ4v8XY2fbwwokI0lkectz8Trxs+H2uTMxpLI81ZuZaLxs5735uXBZ35k5K1sLMnzZ2VliYuLHTExCSQlpWR3cZ67/PkdjJ/V782L+r159nv1efP1YJ9X25uXB9u+p7fe55mTWSfuPT4TGlEhIiIiIiIiIiIiIiLZSIEKERERERERERERERHJNgpUiIiIiIiIiIiIiIhItlGgQkREREREREREREREso0CFSIiIiIiIiIiIiIikm2ssrsAIubEwsKC6m91p0bHnuR19yT+RiRHfg5l/bSR3Eu4BUC+ol68OeQrileqQXJyEn9sDCZ0wlBj+sNaDBpHkdIVmNG1ocn2nLa5adTnM15t3Jrcznm5evIo674ezsm9W595PeXRrl6Pw//tOUwf3ZaqFT2M27fuOsnMhTs5fvo6Lk65afxGKT7sXge73DmNea5F3mL8jJ/Yue8MSckpvFqmMP3fq0vZUq4m59i5/wxTZm/jVEQkefPY0alVJd7tWBULC4vnVk/5fxYW5Kr2Nrle70aOvB6kxEdx/8h6bm8cD/fiAbDM60nuliOxKl4NUpJI/COU22EjjekA5LQjd/PPyFm2ORa57Lh/Zg+3Qz4jJfK0MYtVydo4vv9juiIkHttE/LzOz7yq8hALC/I06E7exu+Ts4AnSXHXidsfyrVlI0m5k/pMz1nIC7duE7DzrYEhOYnYPSu5snioMR3A0saOQp1H41StFZY29iT8uYMrCwZy7/KJv/LkdsS18ygcq75JDht77kQc5NryL4k/9NNzr7aY0jNfxLyoz4uYH/V786W2Nx8WFhbUat+dOp16kq+IJ7duRPLHllBCp47k7v+/r8tf1Iu3hn5FiddqkJKcxG/rgwn+aqgx/WFth4yjaOkKTOpi+j7Pxt6R1h+PokLDluTKbc+FPw8SNm0Uf+5++f/f7pmMqLhw4QIVK1Zk0KBB6dKOHDlC2bJlWbJkCdOmTcPPz8+YNmTIEEqXLs3Ro0fT7RccHIyPjw8A06dPp0yZMsTExGR4/jVr1uDr68vVq1cBOHPmDIGBgVSvXp0yZcrg5+fHiBEjiIqKSrdveHg4AwcOpHbt2pQrV45GjRoxefJk4uPj0+U9c+YMgwcPplatWsbjfvbZZ5w7dy7Dsj/44+vrS+XKlenWrRvHjh0z5t23b1+6vA/+jBw5EoCLFy/i4+PDvn37MrwGPj4+BAcHG3+Pi4tj7Nix+Pn5UaZMGapVq8YHH3xgcu6sOnToED179qRKlSqULVuWRo0aMXHixAyvEcCAAQPw8fFhy5YtT3yul41fwABafzqFY9v+r737jorqeBs4/l16b1ZARFAjMcaIMSqKBrHErhFbUGNvUWOLhWjsii0WbK9ix64oggVblAj28rNGsGDDiooUpe/7B2F1BRSMCMrzOYcjzJ29e8fZO3fvPHNndrN8QBsOrphNlRYd6Oq1EQA9Y1N+WRGIUaGirPPowc7Zf+DYqA2dZ6/LdH8uXQZRp+ugTLe1GbeAmj/1JmjVPFb82o6o+3fpvSSAkhW/y63iiWy4/zCa7kPWExOboJa+LyiUX0ZuxkBfhzkTfsTj13ocO32LrgPXkZycCkBMbDzuv6zm6KmbDOz5PV6T3ShhaUanfj6cv3xPta//XYyg7/BN2NsWYt5kN5rV/4qZi/7Ce83Rj1pWkUavTn8MfvQk6Z99xKzoTPyhhehUaYtxlxUAKPRMMO7ri4ZxEeLWD+DlzsnoVGqJ0c9L1fZj1HEROhWb8WLXRGLX90fD1BKTvttQ6Juq8mhZVyD1ZTTP5zZS+3nhP/ajllmkKdLyN6x7zCXm9G5uTW9N5PbZmLt0xHZYWpuvYWCK/bg9aJkW5c687jxYOxrTmm2xHare5pcc5INZDTcerB3FnXnd0Lawxn78XjQNzdIyaGhiPzYQs9odiAyYy81pbsRdDqbU736YVG3+kUstXidtvhAFi5zzQhQ8ct4XXFL3BUuDnkNpP2YOF4J2s6hfG/Ytm031lh3oPT/t3k7f2JQhqwMxLlyUlSN6sO3PP6jSpA295mben1ev2yDqdxuUIV1DU5PBq3ZTrYU7+1fMZeEvrbl6Mph+S7bxTb3P/94uV56osLGxYfTo0Xh4eODi4kLjxo0BiImJYdCgQbi6uuLu7s68efMyvDY5OZmRI0fi6+uLjo5Ohu0ArVq1YsGCBQQGBvLTTz9l2O7n54ezszPFixcnMjISd3d36tSpw9KlSzE1NSU8PJzp06fTqVMntm/frnqfvXv3MnToUJo2bYqXlxeFChUiNDSU6dOnExwczOrVqzE0NAQgJCSEfv36UbNmTWbNmoWVlRW3b99m6dKltGrVivnz5+Pk5KR2XMHBwarfU1JSCA8PZ8qUKXTv3p39+/er9g2wefNmLC3Vo6gA+vr67/rvz1Tfvn1JTk5mypQp2NjY8OTJE7y9venQoQNbtmyhdOnS2drP1atX6dSpEx07dmTIkCEYGBjwzz//4Onpyblz51i9erVa/piYGPbv34+dnR0bNmygXr1673X8nwOFQoFrj984umkpO2f/AUDY0b+Ii3pC51lrsfmqMl/UqIuBWSH+dKtOXNQTAKIeRNB7iT92jk6En027GFlYl6LFiGl8VacpL6OjMryXtq4ejo3bcsB7On/7zAfg2vFDjN4XSo12Pbl9/uTHKbRQSU1V4hd4gekLDqBUZtw+f/lhStsWxvvP9uhoawJQ5RsbGrRbxNZd52jb3BHfneeJuP+cdQs7UbmiDQA1v7Pj2fMXeM7bz/pFPwMwb/nffFm2ONP/SLuI1apemuTkVBb7HOHntt+hp6v9cQotQKFAr84AEo6t5uWuyQAkX/0b5YunGHXyRrPEN2h/8T0aBuZEza6HMu4pAKnP72HccwNapaqSfPMEWrZV0PmqITHe7Um68lfafm4cw2zUKXRrdCX+wBwANK0qkHL/Mim3T+dJccVrFAqKtPyNJ3u9ebB2NACx5/8iOeYptkPXol+6MkYV66FlXIirw6qREpPW5ic9icBudAAG5Zx4EXoUgy+qYfJdU8InNSPm7B4A4v4JxmFhGIUa9uGR71RMqjTFoEwVbs/pTNTh9ar3UmhpY9V9NtEnA8i04RG5Rtp8IQoWOeeFKHjkvC+4pO4LHoVCwQ89f+PwxqX4/ZnWn3flSFp/Xs85a7GtUJkva9bF0KwQk36sTtyztHu7Zw8i+HWpP6UrO3H9TFp/XqESpWgzchoVXZvyIpP+vIquTSj1dRWWDe3MiYANqvfS1Nah/R+zOH8gAOVnfG+Xa2tUtGrVioYNGzJu3DjVkw2///47AJMmTcrydcWLFyc8PJyFCxdmmcfKygonJycCAgIybHv48CFHjx6ldevWAAQGBqo66L/66itKlChBrVq1mDNnDjdu3ODw4cMAPH78mJEjR/LTTz/h6elJpUqVsLGxoV69eixdupQrV66wZs0aAJ4/f87gwYNp3rw5CxYs4LvvvsPa2honJyeWLl1KrVq1GDZsGNHR0WrHVqRIEdVP8eLFcXJyYsyYMTx9+pRjx46p5bWwsFDLn/5jZGT0rv/6DMLCwjh16hRjx46levXqWFtbU7FiRWbNmoWJiQmbNm3K9r62bt2Kra0tw4YNo1y5ctjY2NCgQQPGjx/P8ePHuXLlilr+HTt2oKmpyS+//EJISAh3797N8fF/LnSNTDjlv44zOzaopT+6EQpAoZL2ODjX58bpEFWQAiA0ZB/xsdF8WbuhKq3lyBkUti3Dwq4/EHHlXIb30tTWQaGhQXzsq8fLUlNSiI+NxtCs0IcumsiG0OuPGDdzNy0afs30P5pl2H7jViQ1q9mrvsgAFLYwwt62MEFH06b2uX4zElNjPdUXmXTVHG05e+Euz6NfkpiYzImzt6lX+wu1PD/UcSDuRSKnzxfcczAvKHSNSTy9mcQzW9XSUx5eA0CzcCm0y9UhKfy4KkgBkBR6CGV8DNpf1gVAu1wdlAlxJIUeUuVRxj0h6foRtL98FQDWtPqKlHsXc7FEIrs09E2IClpL1GH1Nj8hIq3N1ylWGuNK9Yn7J1gVpACIObePlBfRGH/bCADjSg1IeRlLzLl9qjwp0ZHEXf4b48pp1wXdEg4ARJ/aofZesReD0Clsg55txQ9fQPFW0uYLUbDIOS9EwSPnfcEldV/w6BmZcHz7OlXgIN2Df/vzipS0p7xzfa6dClEFKQAuB+/jZWw0Fb5/1Z/X9vcZFLUtw+yff+DOPxn78yxLp93bnf9rp1p66PEgLCxtsHb4+oOVKz/K1cW0J0yYgL6+PqNGjWLTpk0cPHiQWbNmYWxsnOVrSpYsSd++ffH29ubixaw7W1q3bs2ZM2eIiIhQS9++fTtmZmaqKaUUCgVxcXGcPKk+grx06dLs3LmT6tWrAxAQEEB8fDx9+/bN9JhWrVqlCn5s375d9XTImxQKBSNGjCAyMpKdO3dm2P4mXV1dALS0cm+5EA2NtGoOCgpSi7ppa2uzZs0aevXqle19KRQKIiIiuHbtmlp6jRo12LlzJ3Z2dmrpW7dupWrVqtStWxdtbe0cBUU+N/Exz9k2ZYjqqYh0X9dNi4w/uHaZYvYOPL55VW27MjWVJ3dvUtTu1cVpl9dYZrT4lhungslMfGw0J7etpnanfthWqoaesSkuXQZhWfYrTgdk/tiZyF2WxUzYu6EvHgPqZTrqwczUgHsPnqulJSWncP/hc+7cS5vmztzMgLgXiTyPfqmW7/a9KADu3n/OnXtRJCWlUKqkhVqektbmAITffoL4eJTx0bzwG0XyzRNq6dpfp3VCpzwIRbPYF2rrTKS9MJWUp7fRLFIGAI1iZUl5cguUqWrZUiPD0Sz67xNxWrpoFi2DhrkNJkP+wnzaXUxHnUbP5ZfcKZx4q9QXz7m3fAgvQtXb/PSpmOLvXEa3hAMJ966+8cJUEh/dRNcqrc3XLeFA4qNwSFWv+8QH11V5UmLSprLUKWKrlkenuH3av8XUr80i90mbL0TBIue8EAWPnPcFl9R9wfMy5jkbJw1RPRWRrtK/UzHdu3oZy9IOPMykPy/y7k2Kvdaft332WCY0+5arWfTnxf4b6LCwLqmWXsTG/t9/P+97u1wNVJiamjJt2jSOHDnC+PHjGTp0KBUrvntUX+/evSlXrhweHh4kJiZmmqdevXqYmpqyY4f66MHt27fTsmVLtLXTGosmTZpgaWlJp06daNmyJVOnTmX//v3ExsZSpkwZ1XRLFy9exM7ODnNz80zfr0qVKhQqlDYS/ezZs9jZ2WFhYZFpXktLS2xtbTl9+u1Tb9y5c4cZM2ZgZWXFd9/l3roBZcqUwdXVlTlz5lCnTh1+//13tm7dysOHD7GxsVGVKzvatWuHlpYWTZs2pX379syaNYvDhw+TkpJCmTJlVIEXSJsm6vz58zRs2BBDQ0NcXFzw9fUlKSkpN4r5SSpZ8Ttcew7j4l87eHD1MnrGpsTHRWfIlxAXg56RiervB1ffvbbIzjljiHnyiEHr/8bzxCNajJjGLq9x/C/Q90MWQWSTmYk+xYuaZLndrUlF9gWF4r3mKE+fxXHvwXNGe+4kJi6Bly/TzpnmDb5CoaFg4B9buXrjMdEx8QTsvci2necBeBmfqJof08hAV23/hv/+HRunPn+m+Pg0S1ZG33UAiZcCSXlwBYWeMcr4jItrKRNiUeilBfYVeiYoE7LIo5uWR7O4AwpNbTSLlObl/lnELP2JpEuB6DcZg34jj9wtlMgW/bLfUfTHYUSf3EHCnUtoGpiS8jJjvaa+jEFT/996NTAh9UXG60LKy1g09NPalOfH/EiOfYbNgOXol6mChr4xxpUbUaTFECBtMW7xcUmbL0TBIue8EAWPnPcFl9S9AChV8Tt+6DWMcwd2cO/qZfSNTYmPzbw/T/+1/rx77+jPO7PXj7jnz+g6fTmlKlZBz9CYCi6NaNBjMAA6+p/3vV3uDeP/1zfffEPRokV5+PCh6umFd9HS0sLT0xM3NzcWLFjA4MGDM+TR0dGhWbNmBAQE0Lt3bwAuXLjAtWvX8PLyUuUzMzNj69atrFixgr1797JixQpWrFiBnp4evXr1ol+/fkDadE4mJlk3NK97/vw5ZmZmb81jbm6eYbFvR0dH1e9JSUloa2vj7OyMp6cnBgYGanmbNm2KQqHIsN+crCfxuvnz57Nx40YCAgLYvn07vr6+KBQKGjVqxMSJE7M9pZStrS1+fn4sX76cAwcOsHjxYhYvXoyJiQnDhg2jbdu2qrxbt25FV1dXtS5FkyZN2LNnD/v376dRo0Y5LsPnxs7RiR6LtvH07k3Wj+oJgEKRdeww9Y3RtG9jZFGEwRuDSUlOZs3wLjx/eA+HWg34oe8oEl+8IGjV3P98/OLD6t+tNikpSryWBvHn/x1EW0uDNs0qUdf5C67dTBstXcauCIumtWHM9N00+9kbgK/KFWdAj1pMnrMPPV1tEpNS3vo+Gpm0K+Lj0SpVFaPua0h9cpu4DQPTEt9y3iv/fYLibW1D+lMWqZE3iPFuT/Kdcyjj0kZhJF89DNp66Ln8QvzB+ZkGRMTHYVDOiVK/+5H46CZ35vdIS8xGvWYnT0rME8InNKJEv6WUnXYEgIT7V3mwbiwlf11OasKLD1EE8QFJm589Wlq5OqYq39HU1FD7V3w+5JzPPjnvxedCzvuCS+r+81e6shP9Fm8j8u5NVnm8uz9PmYP+vLhnT5jbtTGdPb3x2BICwMOb19g+eyxdpy8n8eXnfW+X64GKiRMnkpycTNmyZfntt9/w9fVFT0/vna8rV64c/fr1Y/78+VkuwOzm5oaPjw9XrlzBwcGB7du34+jomKEj38zMjMGDBzN48GAePXrE0aNH2bx5M15eXpibm+Pu7o65uTn37t3LVpnMzc0JCwt7a57o6GhKlCihlubn5wfAkydPmDNnDk+ePGHQoEEZ8gEsWbKEYsWKZUhPX2A7/YmRzDqv09Nen05KU1MTd3d33N3diY2N5dSpU+zevZvt27ejVCqZM2fOW8vz5jGMGjWKUaNGcefOHY4cOcK6dev4448/KFasGN9//z3Jycn4+/vz/fffq4IgLi4uGBoasmHDhgIfqKjUqDU/TVnK45tXWdKrGS+i0uamj499jp5BxqnR9IxMeP4oe59PgOqtu2JuVZLJDb8i8lbaNF3XTgShUChoOmQiJ7f7qN5T5A9aWhoM7VuH/t1qcefeM4oWNsbEWI+O/XwwNXnVZjpXtefA5l+IuJ/2KGkJKzN8d6TNa2hmos/L+LQRGnEv1J9Gi32RNtrC2Eh9NIb4eHQqtcCwvRcpj28Qs6QdyhdpwWxlfDQK3YzBYoWuManP76vyaBgXyZjntacxlPExqoW2X5f0z370qndCo+gXssh2HjGt0Qab/ktJuH+V8IlNSYn9d9H0F8/R1M9Y9xoGJiQ9TWvzU15Eo2WW8fuApr4xKS9ePVL+8voZrg6pjJaFFRq6BiTev4ZhBZe0fcRKe5/fSJufPebmn/eIsayYmOjn9SGID0zO+eyT8158LuS8L7ik7j9vVRq3pvPUpTy8eRWv7s2I+7dv7WXsc3QNM+nPMzQh6mH2+/MAbl08w4Rm32JWzAodPQMe3bpGueouAMQ9f/b2F3/icjVQERAQgK+vLwsWLKBEiRK0bt2aadOmMXbs2Gy9vmfPnuzfvx8PDw86duyYYfuXX37JV199hb+/P6VLl2bHjh0MHTpULc+SJUsoUaIEjRs3BqBo0aK0aNGCZs2a0a5dO4KCgnB3d8fR0ZGdO3fy9OnTTKd08vT0xMjIiAEDBvDtt98SGBiYZd7Hjx8THh6e4ZhtbW1V/y5evJg2bdrQvXt3tm3blmHKKSsrq0wDGOnSn/6Iick4OjYqKgpIm3oLYO/evVy7do1ffkmbp9zIyAgXFxdcXFywsLBgw4YNGfaRlenTp1OrVi2cnJwAsLGxoV27dvz444/Ur1+foKAgvv/+ew4dOkRkZCT79u2jfPnyqtenpKRw/PhxwsPDM6xnUVC4dB1Ms9+mcP1EEMsHtFV7NOxReBiFbdUDbQoNDSxKlOL8Pr9sv4e5lS0xkQ9VQYp0108F49p9KIVLlua2BCryleNnbpGYlEKtavaUsUvrkE5OTiXs+mN+bJy2WNK9B885ciqc5j98TQkrM9VrL4U9wNREH2tLUxITU9DUVHA7Qv3idftu2t/2toU/ToGEGj2XX9BvMobk6yHEruyi9mRDyuPraBR+oz1UaKBpUZKkC2lrHaU8uoZ2uTqgUMBraw1pFLYj5WFa4FzTugJaJauQcGyVWh6FdtqX4fSnLMTHVbj5YCw7eRJ3KYib09uoTeOUcC8MneJvPCWpoYFO0VJEH/NT5TGuVD9D3etYlibh7hUANI0sMKnShOjTu0h++upLsL69I8rUVOLDMy7SJvKWtPnZ8+xZXF4fwkelqamBiYk+0dEvSUnJ/si7z8Xn3EEt53z2yXlfcHzO5zzIeV+QSd1/vup3G0yr4VMIOx7Eon7q/XkPw8Momkl/XuESpTibg/48QzMLvq7TmAuHdqsFOEqWdyQ1NZW7mSzA/TnJtecLb926xdixY2nfvj316tXDwcGBgQMHsm7dOg4dOpStfWhpaTF16lRu3rzJsmXLMs3j5uZGYGAgR44cISEhQRWQSHf+/HkWLVpEcnKyWrqGhgZGRkaq9RkaNWqEoaEh//d//5fhPa5fv8769etVTyg0a9YMc3NzZs6cmekxzZw5E3Nzc5o2bZpl2fT19Zk5cyaRkZFMmDAh6/+Et7ze3t6eU6dOZdh2+vRpFAoFFSpUAODBgwcsXLiQ+/fvZ8hrYmKSozUqjh49yvLlyzOk6+jooKenp9qXr68v5ubm+Pn5qf0sXLgQpVJZYBfVdmrbgxbDp/K/wC0s7tUsw/x1oUf2U7pKLQzNX11wytWsj56hMaEh+7P9Po/CQzG0KEKRUl+opds5OpGaksKze7f/W0HEB7fn0BXGTNtFUvKrxzt9d54jOjaeurXS6vFJ1AtGT93F8TO3VHkeP4ll5/7LuDqXRaFQoKurRZVvSrI3KBTla52aew9dwdhIl4rlrT5eoQQAutV/xqDZOBLPbSfGu32G6ZeSQg+hXboGCsNXbbF2ORcUekYkhR1KyxN2CIWecVqw4l8Kw0Jo2zup8mgWL49h6+lola2ttn+dSi1JeXqb1Ke3EB+XRf0eWHWexvMjWwif1DTDWhMx5/ZjWL42miav2nzjb+qjqW9MzLl9AMSe24emgQnGlRqo8miaFMbwy1rEnPv3uqChQYl+3phW/1GVR0PPkEL1uhN3+W9S4qJyr5DivUibnz3JyakF6ie9kzIlJe+PJS9+PmdyzmdfXn8O5byXc/5DkfO+4JK6/zzVateD1iOncnr3Frx6ZOzPuxy8n7Lf1cLotf688s710TMy5nJw9vvzFAoNOnt6U7nBq3s7XQNDnNt24+qJv3kRHfWfy5Kf5coTFYmJiQwePBhLS0s8PF4t4Nm9e3eCgoLw8PAgICAgW/sqW7YsAwYMYNasWZlub9asGdOmTcPLy4vGjRurFsdO169fP9zd3enevTs9e/bEzs6OR48esWfPHv73v//x+++/A2BhYcHYsWMZMWIEsbGxtG/fHjMzM86ePcvs2bP58ssv6dKlCwDGxsbMmTOHvn37Eh0dTZcuXbC2tiYiIoIVK1Zw9OhRFixY8M41LxwcHOjRoweLFi2iWbNmuLq6qrY9ffpUbWHqdFpaWqqnL3r16sUff/xB4cKFqV+/PkqlkvPnzzNz5kzat2+vChq0atWKDRs20KlTJ3799VccHR2Ji4vj9OnTLFmyhDFjxmSrLgAGDx5M3759GThwIB07dsTKyoqIiAi2bNlCXFwc7dq1IzIykr///pvu3bvj4OCg9vovvviCqlWrsnXrVgYPHoyOjk623/tTZ1y4GC1HzuDJ3ZsEr11EifKOatsjb98gZP0SanX4hb7LdrFn4SQMzArRbOgULv8dyM3/Hcv2ex3bsgJn9770XuJP4IKJRD2IoFyNutTpOpjgtYuIiXz4oYsn/qP2LR3ZHPA/PCbvwK1JRa5ce8Ss/ztI47pfUtUx7WmsCuWKU/nrEoyfGciwfq5oaWowZ8khtDQVDOhWS7Wvvp1r0nXQOgb9sQ23Jt9w9uJdlq0/xtA+ddDX086rIhZICuOiGLSYQMqTWySELEfTuqLa9tQnN0k4shI95+4Y997My70z0TA0R7/pGBL/2U/yzZMAJN84RtK1YAw7LOLljgmkxj1D/4dhKF8+J+HISgASzweQXKcfRj/N58XuKSifP0Cnshva5X8gdnV3tdH4IvdpmRXDqutMEh+GE7l7Ifp26m1+wsMbPNmzmMKNfsF+zG4ebpqElrEFxTt5En1mNy9C09r8uMvBxF48hM3AVTzw8SA55inF2v1Byosonu5ZDEBKdCRRIZso/tN4UhPjSX7+iKJuI9CysOL2nE4fvezi3aTNF6JgkXNeiIJHzvuCS+r+82NSuBhtf59B5J2bHFyziJJv9Oc9vn2DoHVLqNPpFwat3MWO+ZMwNCuE27ApXAgK5MbZ7PfnxT6L5NTOTbQYPI6khJfEPHlMoz7DMStmxbKhP3/oouU7CqXyw/dcTJo0iY0bN7J58+YMHdV3796lRYsWODo6UrFiRfz8/Pjrr7Q5tUeOHElERAQ+Pj5qr0lJSaFdu3ZcuHCB0NDQDO83dOhQduzYwYYNG9QWrE537do1Fi5cyMmTJ3n27BmGhoZUrVqV/v37U65cObW8J0+eZNmyZVy8eJHo6Gisra1p3LgxXbt2zbDg9J07d1i6dCmHDx/m8ePHFC5cGGdnZ3r06KGa5gnSFpX28PDI9NgTExNp0aIFL168YOfOnVy6dImff876g1e2bFl27Nih+jswMJBVq1YRFhZGcnIyNjY2tGrVii5duqCh8eqBmaioKBYtWsShQ4e4f/8+mpqafPnll3Tr1i3LNUCycubMGby9vTl37hzR0dGYmpri7OzMgAEDKFGiBMuXL2fmzJkcOHBAtabG6/766y/69u3L9OnTadGiRY7e+02Dv/x05uSr2qozP01ekuX2dR49OOnnQ/Gy5fnR409KVapOQlwMFw4E4D99BAkvYjN9Xb9VewFY0LmBWrpJkeI0HTKJL2s3RFvPgMhb1whe/38c25zxiZhPxex/ElS/Kx+vysMj+W+On7lF51/XssqrA9Uqv2orQk6GM+v/DnL9ZiSFLYxo2ehrev9cA20tTVWeyKexeHrtJ+RkOEolVKtcksG9XLArqf5k1L6gUOYt/5vw208pVtgY91bf0u2nah+tjB+Sokhn1e9PhxbNwyPJOZ2qP2HULuvF62M3DCDx5EY0iztg0GISWqWqoEyII/Hibl4EjIWEV9MfKPRNMWg+Ae0KjUChQfLNE7zY/gepj6+/ymNcFINGHmiXq4PC0IKUB1d4uW8WSZcCc7WcucXiz0eq38+7fVqBbXPXztj0885y+5353Xl20Addm6+w6jYTw3JOpLyMIfqEP/dXjSA1/lWbr2lohmWXGZhUbY5CoUFc6BHurxhGwr1X62Vp6BlRvNMUTKu1QEPHgBdXj/Ng3VheXv801yWp6PtqLt5Pub0HafNz6vU2//HjjFOcfs60tDQwNzfk2bO4AjHa+E1Firya1/lTPu/lnM85Oe8L5nn/uZzzIOd9Tr1+zkvdF9y67/3Fp9OfV8OtM509s+7PWzmiB0e3+WBVtjxtR/1JacfqxMfF8L/9AWyZNoKEuMz784b4pPXnzeqk3p+na2hEq9+m4Fi/OTr6Btz43wm2zxnLrQuf5r0dwOKwhHdnIpcCFUJ8LJ9SoEL8d59LoELkzKccqBD/zaccqBD/zecUqBA5Ix2WBbPDEj6vTkuRM3LeF8zzXs75gutzClSInPlUAxXiv8tuoCLX1qgQQgghhBBCCCGEEEIIIYR4l1xZo0J8ery9vVm4cOFb8/z++++0adPmIx2REEIIIYQQQgghhBBCiIJAAhUCgLZt29KgQYO35klfnFsIIYQQQgghhBBCCCGE+FAkUCEAMDU1xdTUNK8PQwghhBBCCCGEEEIIIUQBI2tUCCGEEEIIIYQQQgghhBAiz0igQgghhBBCCCGEEEIIIYQQeUYCFUIIIYQQQgghhBBCCCGEyDMSqBBCCCGEEEIIIYQQQgghRJ6RQIUQQgghhBBCCCGEEEIIIfKMQqlUKvP6IIQQQgghhBBCCCGEEEIIUTDJExVCCCGEEEIIIYQQQgghhMgzEqgQQgghhBBCCCGEEEIIIUSekUCFEEIIIYQQQgghhBBCCCHyjAQqhBBCCCGEEEIIIYQQQgiRZyRQIYQQQgghhBBCCCGEEEKIPCOBCiGEEEIIIYQQQgghhBBC5BkJVAghhBBCCCGEEEIIIYQQIs9IoEIIIYQQQgghhBBCCCGEEHlGAhVCCCGEEEIIIYQQQgghhMgzEqgQQgghhBBCCCGEEEIIIUSekUCFEEIIIYQQQgghhBBCCCHyjAQqhBBCCCGEEEIIIYQQQgiRZyRQIYQQQgghhBBCCCGEEEKIPCOBCiGEEEIIIYQQQgghhBBC5BmtvD4AIQTExsZSs2ZNDA0NCQoKQltbW7WtU6dOWFtbM3Xq1Exfu3XrVjw8PDAzMyMkJAQtLfXT+uHDh7i4uJCamkpoaGiulkNkT3JyMmvXrmX79u2Eh4ejq6tL+fLl6dWrF9WrV1flS0lJYePGjWzdupXr16+jqalJmTJlaN26NW5ubigUClVeV1dXIiIi1N5HV1eXYsWK0aRJE3799Vc0NCQ2ndeyU/dv1qVCocDAwIDy5cszcOBAvvvuOwBGjhzJtm3b1PavpaWFubk5Tk5OeHh4YGFh8fEKJ7KkVCrZtm0b27Zt4+rVq8TGxmJpaYmLiwu9evWiSJEiqnw+Pj74+voSHh6OtrY2Dg4OdOrUiYYNG6rtMyftg8g7b7uGjxw5koiICHx8fICc1Wm5cuXw9PSkVatWH60sIudcXV358ccfGTBgQIZt6d/fsjJ8+HC6d++eIV/6NaFcuXJ06dKFH374IVeOXbwfV1dXAPz9/TEyMlLb9uY5n91rQ3re7F4fRN7L7ufgzc9Eum3btrF582bCwsIAKFu2rJzv+Zy/vz9r1qwhLCwMhUKBvb09bdq0oX379mr5du7cyfr16/nnn39ITU3F1taWFi1a0KFDB3R0dADw8PBg586dbN++HTs7O7XXP378mCZNmlC7dm1mzpz50consta/f38ePnzI5s2b1dLbtm3LuXPn8PHxoWrVqqp0f39/hg8fjlKpfOt+07/nyXe+/Ofu3bvUrVs3y+1Vq1bF2tqagIAANm3axFdffaW2Pf273Zv9cwcOHGDt2rVcunSJxMRE7OzsaN++PW3atClQ93YSqBAiH9i5cyeFChXi8ePH7Nu3j8aNG+d4H3FxcRw7dgxnZ2e19MDAwHdeBMXHk5CQQNeuXbl//z6//vorjo6OxMfH4+vrS9euXZk+fTrNmjUjKSmJfv36cf78efr374+zszMpKSkcPnyYqVOn8tdffzFv3jw0NTVV++7WrRvdunVT/R0dHc3u3buZN28ehoaG9OzZMy+KLP6V3boH9bpUKpVERUUxa9YsevTowe7du7GysgLA0dGRefPmqd4jPj6es2fPMmHCBKKiovD29v74BRVqUlNT6d+/P6dOnaJPnz6MGTMGQ0NDrl69yqJFi3Bzc2Pbtm0UKlQILy8vNm/ezO+//87XX39NfHw8u3fvZtCgQUydOpWWLVsCvFf7IPI3qdOCKzg4ONP0Nzs30/Olpqby7Nkz/P39GThwIBMmTKBt27a5fpwi+yIiIpg+fToTJkzIMk9Org1Atq8PIv/IzufgTUqlkkGDBnHs2DEGDBjAhAkTUCgU7N27l8GDBzNo0CB69eqVi0ct3seWLVuYPHkyo0aN4ttvv0WpVBISEsKkSZOIjIykf//+APzxxx8EBATQp08fxo0bh5aWFidPnsTLy4vAwECWL1+OoaEhHh4eBAcHM2bMGFavXq3WQTlhwgT09fUZM2ZMXhVXvMHJyQlPT0/i4+PR09MDICoqigsXLmBpacnhw4fVAhWnTp3CwcFB7T5t8uTJPHjwQO2+ztjY+OMVQuSIpaVlpt/f9uzZw8SJE6lfvz6XL18mOTmZkSNH4uvrqwpEZmXatGmsW7eOvn37Mnz4cPT09AgJCWHKlClcunSJ8ePH51Zx8h0JVAiRD/j6+lKrVi3u3bvHhg0b3itQ4eTkRGBgYIZAxe7du6lSpQonT578UIcr/oO5c+cSGhrKjh07sLS0VKWPGjWK2NhYJk2ahKurKytWrODUqVNs2bIFe3t7Vb7SpUtTtWpV2rZty7Jly9RuVgwMDNRG3xUpUoT+/ftz4sQJdu3aJYGKPJbduoeMdVm0aFHGjx9P7dq12bdvH507dwZAW1tbLR+AjY0Nt2/fZt68ecTExMiX3Dy2cuVKgoKCMoymsbKyolq1ajRp0oRly5YxfPhw1ZfT168BZcuWJTw8nFWrVqk6ohYvXpzj9kHkb1KnBdebbXh28hUrVgwHBwcSExOZOnUqDRo0wMzMLJeOUOSUjY0NGzdupGHDhtSoUSPTPDm5NgDZvj6I/CM7n4M3rVu3jn379rF582a1z0Xfvn1JSUnBy8uLpk2bqgasiPxh3bp1uLm50bp1a1Wavb09Dx8+ZPXq1fTv359t27bh6+vL6tWrqVKliipfqVKlcHZ2pmXLlkybNo0JEyZgYmLChAkT6NOnD5s2baJdu3ZAWifovn37WLZsGSYmJh+9nCJz1atXJykpiQsXLqiefD9y5AiFChXCzc2NAwcOMHToUFX+U6dO4eLionZd19PTy/S+TuRPmpqaGerq8uXLzJgxg4YNG/Lzzz8zcuRIihcvTnh4OAsXLmTQoEFZ7i8oKIjly5ezYMEC6tWrp0ovVaoUhoaGjBgxgpYtW+Lo6JhbRcpXZB4QIfLY9evXOXfuHDVr1qRBgwYcP36c8PDwHO+nUaNG7Nu3j+TkZFXavXv3uHz5slpjJ/JOUlISvr6+tGrVSq2jOt2gQYPw9vZGT08PHx8fWrVqpdZhla58+fK0aNECHx8fUlNT3/m+urq6GaYEEx9XTuo+K+l1+K7RGJBW5wqFQkZf5zGlUsmaNWto3rx5hkd+Ie2mZPXq1aovrhoaGhw7doz4+Hi1fKNHj1aNsEpNTf2g7YPIe1Kn4n117tyZuLg4Dh06lNeHIl7TvHlznJycVAMR3pTTawNk7/og8pd3fQ4ys2HDBlxcXDL9XHTu3JmVK1dSuHDhD32o4j/S0NDg7NmzPH/+XC29V69ebNy4EYDVq1dTu3ZttSBFOktLSzp37sy2bduIiYkBoE6dOjRv3pwZM2YQGRlJbGwsEydOxN3dnZo1a+Z+oUS2lS5dmmLFinHmzBlV2uHDh3F2dsbZ2ZkrV64QGRkJwNOnT7l+/XqGwaXi0xYTE8PAgQOxtLRk8uTJqvSSJUvSt29fvL29uXjxYpavX79+PQ4ODpn22zVt2pSVK1dSrly5XDn2/EgCFULksS1btmBgYEDt2rWpX78+2trabNiwIcf7qVevHnFxcRw/flyVtmvXLmrWrCkjLvKJO3fuEBUVReXKlTPdXqxYMSpWrMjNmzffmg/SnqB59OgRd+7cyTJPYmIifn5+hISE0KJFi/98/OL9ZbfuswosPHz4kAkTJmBgYMD333+f5fsolUrOnDnDqlWraNCgAQYGBh/k+MX7uXv3LhEREW8dSWltba0KPvXu3ZuDBw9Ss2ZNBgwYwKpVqwgNDaVQoUKUKFECgPDw8A/SPoj8Q+pUvC8bGxv09fVlDbJ8RqFQMHnyZJ4/f860adMybM/ptQGyd30Q+cu7PgdvSkhIICwsLMtrgbGxMVWqVMnWgBXxcfXo0YPLly9Tu3ZtevXqxZIlSzh//jzGxsbY2dkRHx/PP//8w7fffpvlPpycnEhMTOTChQuqtNGjR6Onp8eMGTOYO3cuhoaGDBs27GMUSeSQk5MTZ8+eVf0dHBxMzZo1qVixIsbGxqppgk6fPo2ent5bPwvi0+Ph4cHjx4+ZN29ehqk7e/fuTbly5fDw8CAxMTHT11+8eDHLtl9LSwsnJ6cCdV8vQ2yFyEPJycn4+/vj6uqKnp4eenp6ODs74+fnx5AhQ9DV1c32vkxMTHB2diYwMFA1ymLXrl1069YtywZRfFzpo2xMTU2zlc/c3DzLPOnbnj59iq2tLZA2dcjy5ctVeV6+fImdnR2jRo3C3d39Px27+G+yW/fpXq/L5ORkEhMTKV26NHPmzFF73P/UqVNqj4AmJCRgYWFB48aN3/p4qfg40kdPvbmoeZ8+fdSCylZWVuzcuZMuXbpgb2/P+vXrCQ4OZu/evQB8/fXXTJ06lTJlyrx3+yDyTkBAAHv27MmQnpiYSOXKlaVOC7isHuMPCQnJ1k2psbGxagSuyD+sra0ZMWIEY8aM4YcfflAbPZvTawOQreuDyH/e9jl4U06/K4r8o2HDhhQvXpzVq1cTEhJCUFAQkDZty5QpUyhRogRKpfKtU/S9fp1PZ2pqyrhx4+jfvz/a2tqsWbMGfX39XC2LeD/p61QolUpCQ0N5/PgxNWvWRFNTEycnJw4fPkzLli05efIkVapUyVE/j8jfVqxYwb59+5gxYwZly5bNsF1LSwtPT0/c3NxYsGABgwcPzpAnKipKBhe/RgIVQuShoKAgIiMjadKkiSqtSZMmHDx4kN27d+d4vtmGDRsybdo0xo0bR0REBOHh4bi6uhIYGPiBj1y8j/Qb0qioqLfmS/+i+raOh/Sbmddvctu3b0+nTp1ISUnh6NGj/PnnnzRs2JAOHTr8xyMX/1V26z5del1C2uPkZmZmma41UaFCBWbOnAmkTSM3ceJEHBwcGDhwYIEadZFfpZ/Lb04FMH78eNX0HT4+Pvz111+qbbVr16Z27dqquW4PHjzI2rVr6dGjB3v37n3v9kHkHVdXV3777bcM6TNnziQqKkrqtIDz8/PLND27nVGxsbGyFlE+1a5dO/bs2cPo0aPZsWOHKv19rg3w7uuDjLTPn7L6HLzJzMwMhULBs2fPPuLRiQ+lUqVKVKpUidTUVK5cuUJQUBBr1qyhZ8+e7NixA4VC8dYpwKKjo4GM1/l69epRoUIFrK2t+eabb3K1DOL9OTk5ERUVxY0bNwgODqZ8+fKquqxZsybz588H0gaZvd73Iz5tZ8+e5c8//8Td3Z3mzZtnma9cuXL069eP+fPnZzq9k4WFRbb7CQoCmfpJiDy0detWAPr370/58uUpX748I0aMAHjv6Z9iY2NViye7uLhIZ2U+YmNjQ+HChdXmr3zd9evX6datG8nJyRQpUuStC6CfOHGCIkWKqD3ub2pqiq2tLfb29nTo0IExY8awcOFCvL29P3hZRM5kt+6vXr0KvKpLW1tbbGxssuyE0tPTU+VzdXXF29ubY8eOMWTIEJRKZa6VR2SPjY0NRYoUURshC2lTfaXXW/rIyStXrjBmzBgSEhKAtIXSK1euzNChQ5k1axb3798nNDSUkiVLvlf7IPKOoaGhqr5f/zE0NASQOi3gMvts2NraolAo3vnaGzdu8OLFC8qXL/8RjlS8j0mTJhETE4Onp6cqLSfXBsj+9UHkX5l9Dt6ko6NDhQoVsvyuGB0dzc8//8yJEydy6zDFe3jw4AHjx4/nwYMHQNoAo/Lly9O3b19WrlxJXFwc58+f5+uvv37rdf748eOqz8Cb9PX15UmKfK5YsWLY2dlx9uxZQkJC1J6ecnZ25tGjR1y6dIkrV67IGiOfiadPnzJo0CAcHBzw8PB4Z/6ePXuq8r4544mjo2OWbX9KSgo9evQoUIOPJVAhRB558uQJQUFBtGrVCj8/P7UfNzc3zp49S1hYWI72aWRkRK1atQgMDGT37t0Src9nNDQ0aN26NVu3buX+/fsZti9dupQLFy5gbW1Nly5d2LJlC9evX8+Q7+rVq/j5+dGxY8e3LpbcsmVLGjZsyNy5c+UGNo/lpO7/izJlyvDbb79x6NCh9wp2ig9LU1OTn3/+GT8/P65cuZJpntc/Dxs3buTAgQMZ8hgbG6NQKChUqBCampofpH0Q+YfUqXhf69atw8jIiDp16uT1oYgsWFlZMXLkSLZs2cKpU6eAnF8bIHvXB5F/ZfY5yEzbtm35+++/uXTpUoZtq1ev5tSpUxKwzmd0dHTYvHkz/v7+GbalT+VSuHBhunXrxsGDBzMEKAEePXrEypUradmypUz/8gmrUaMGZ86c4ezZs2rBCGtra0qVKsXatWuxsLAoUIsif66USiXDhg0jPj4eLy+vbD3RqKWlxdSpU7l58ybLli1T29a2bVvCwsLYv39/htf5+/tz+PBhihQp8sGOP7+TqZ+EyCP+/v4kJyfTs2dP7O3t1bb16dOHbdu2qToaHz58yN9//51hH7Vr186Q1qhRI8aNG4dCoch0u8hbffr04fDhw7i7uzNw4EAqV65MVFQU69evx8/Pj9mzZ2NgYEC3bt24cOECHTp0YMCAAapRGcHBwXh5eVG9enV69uz5zvcbM2YMx44dY/To0WzcuBENDYlP55Xs1v1/5e7uzq5du5g5cyaurq4UK1bsAxy9eF/pCyy6u7vTq1cvXFxcMDIyIiwsjDVr1hASEoKbmxsODg40b96cUaNGERERQZ06ddDS0uLKlSvMnj2bH3/8UbU+yYdqH0T+8T51GhYWluG7gZmZGRUrVvxoxy3e7datWxnqSU9PT/X748ePM32drq6uWodVer7U1FSePn3Krl27WLt2LRMnTsywcKPIX9q0aUNgYCDBwcFYWloC2b82ADm6Poj8K7PPwZtat27NgQMH6Nq1KwMHDqRmzZrEx8fj7+/PihUrGDFihNR1PmNhYUGPHj2YO3cucXFxNGzYECMjI65du8bChQupVq0aVapUAeDcuXP07t2bX375hbp166Kjo8Pp06fx8vJSBbPEp8vJyYnhw4ejUCgyLIxcq1YtfH19qVevXraemBT52+LFiwkJCWHatGloa2tn+C6X1cCismXLMmDAAGbNmqWWXrNmTdq3b8+QIUPo168fdevWBeDAgQMsWLCATp06FagF2CVQIUQe2bp1KzVq1MgQpIC0aSDq1auHv78/tra2XLx4kSNHjmTIl9koeVdXV0aPHk2jRo1krtp8SF9fnzVr1rB8+XK8vb25d+8eenp6lC9fHh8fH9UXWQ0NDebOnYufnx8bN25k9uzZKJVKypYty2+//Ubr1q2z9SWnUKFCeHh4MGLECFavXk2XLl1yuYQiK9mt+/9KoVAwadIkWrRowbhx41i0aNEH2a94PxoaGsyZM4fdu3fj6+vL6tWriY6OpnDhwlSpUoU1a9bw3XffAeDp6UmFChXYvn07ixYtIikpCVtbW9q0aUPnzp3V9vkh2geRf7xPna5YsYIVK1aopVWtWhUfH5+PeejiHQICAggICFBLs7a2pn///gBZLq7r4uLC4sWLVX+n51MoFBgZGVGpUiW8vb3fujivyD8mTZpEs2bNVH/n5NoA2b8+iPztzc/BmzQ0NFiwYAFr1qxh8+bN/Pnnn2hpaVG2bFnmz5+v6rwS+cugQYMoVaoUmzZtYu3atcTHx2NlZUWjRo3o3bu3Kt/IkSNV1+lly5aRmJhIqVKl6NixIx07dpR7909ctWrViI+P5/vvv0dbW1ttm7OzMz4+PjLt02ciJCQEpVLJ8OHDM91ubW1N1apVM93Wo0cP9u3bx4ULF9TSx48fzzfffMOmTZtYtmwZycnJ2NvbM27cOH788ccPXob8TKGUSayFEEIIIYQQQgghhBBCCJFHZA4QIYQQQgghhBBCCCGEEELkGQlUCCGEEEIIIYQQQgghhBAiz0igQgghhBBCCCGEEEIIIYQQeUYCFUIIIYQQQgghhBBCCCGEyDMSqBBCCCGEEEIIIYQQQgghRJ6RQIUQQgghhBBCCCGEEEIIIfKMBCqEEEIIIYQQQgghhBBCCJFnJFAhhBBCCCGEEEIIIYQQQog8I4EKIYQQQgghhBBCCCGEEELkGQlUCCGEEEIIIYQQQgghhBAiz0igQgghhBBCCCGEEEIIIYQQeeb/AWciGY0Ccsk1AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Last updated: 2024-03-27\n" ] } ], "source": [ "xcatx = [\n", " \"XINVSCORECN_SA\",\n", " \"XINVSCOREEU_SA\",\n", " \"XINVSCOREUS_SA\",\n", " \"XINVSCORERUS_SA\",\n", " \"XINVSCORELME_SA\",\n", "]\n", "cidx = cids\n", "\n", "dfx = msm.reduce_df(df, xcats=xcatx, cids=cidx)\n", "dfs = msm.check_startyears(\n", " dfx,\n", ")\n", "msm.visual_paneldates(dfs, size=(18, 2))\n", "\n", "print(\"Last updated:\", date.today())" ] }, { "cell_type": "markdown", "id": "ae975c59", "metadata": {}, "source": [ "A lot the data is grade 1 as it is based on fininacial data, however the ones which are based off monthly releases do not have that much vintage information availble." ] }, { "cell_type": "code", "execution_count": 8, "id": "aaf4761a", "metadata": { "tags": [ "remove" ] }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xcatx = [\n", " \"XINVCN_SA\", \"XINVEU_SA\", \"XINVLME_SA\", \"XINVUS_SA\", \"XINVRUS_SA\",\n", " \"XINVSCORECN_SA\",\"XINVSCOREEU_SA\",\"XINVSCOREUS_SA\",\"XINVSCORERUS_SA\",\"XINVSCORELME_SA\"\n", "]\n", "\n", "plot = msm.check_availability(\n", " df, xcats=xcatx, cids=cids, start_size=(20, 2), start_years=False\n", ")" ] }, { "cell_type": "code", "execution_count": 9, "id": "0f9ca7b4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xcatx = [\n", " \"XINVCN_SA\", \"XINVEU_SA\", \"XINVLME_SA\", \"XINVUS_SA\", \"XINVRUS_SA\",\n", " \"XINVSCORECN_SA\",\"XINVSCOREEU_SA\",\"XINVSCOREUS_SA\",\"XINVSCORERUS_SA\",\"XINVSCORELME_SA\"\n", "]\n", "plot = msp.heatmap_grades(\n", " df,\n", " xcats=xcatx,\n", " cids=cids,\n", " size=(18, 4),\n", " title=f\"Average vintage grades from {start_date} onwards\",\n", ")" ] }, { "cell_type": "markdown", "id": "a00c73b0", "metadata": {}, "source": [ "# History" ] }, { "cell_type": "markdown", "id": "ac1d304c", "metadata": {}, "source": [ "## Base metal inventories" ] }, { "cell_type": "markdown", "id": "52763cc1", "metadata": {}, "source": [ "LME inventories, which include warehouses around the world to serve the needs of the global metals market, contain the largest physical quantities of recorded base metal inventories, as well as the longest history. Information states are available back to the 1990s." ] }, { "cell_type": "code", "execution_count": 10, "id": "1deefb5c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = cids_fme\n", "xcatx = [\"XINVLME_SA\", \"XINVUS_SA\", \"XINVCN_SA\"]\n", "\n", "msp.view_timelines(\n", " dfd,\n", " xcats=xcatx,\n", " cids=cidx,\n", " start=start_date,\n", " title=\"Base metals excess inventories, physical units\",\n", " xcat_labels=[\"London Metal Exchange\", \"U.S.\", \"China\"],\n", " ncol=3,\n", " same_y=False,\n", " legend_fontsize=17,\n", " title_fontsize=27,\n", " size=(12, 7),\n", " aspect=1.7,\n", " all_xticks=True,\n", " legend_ncol=2,\n", " label_adj=0,\n", ")" ] }, { "cell_type": "markdown", "id": "a61c25eb", "metadata": {}, "source": [ "The dynamics of normalized based metal inventory scores have been quite different across economic areas. Part of the difference come from different normalization horizons, however. " ] }, { "cell_type": "code", "execution_count": 11, "id": "71fd7fe1", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = cids_fme \n", "xcatx = [\"XINVSCORELME_SA\", \"XINVSCORECN_SA\", \"XINVSCOREUS_SA\",]\n", "\n", "msp.view_timelines(\n", " dfd,\n", " xcats=xcatx,\n", " cids=cidx,\n", " start=start_date,\n", " title=\"Base metals excess inventories, z-scores\",\n", " xcat_labels=[\"London Metal Exchange\", \"China\", \"U.S.\"],\n", " ncol=3,\n", " same_y=False,\n", " legend_fontsize=17,\n", " title_fontsize=27,\n", " size=(12, 7),\n", " aspect=1.7,\n", " all_xticks=True,\n", " legend_ncol=2,\n", " label_adj=0,\n", ")" ] }, { "cell_type": "markdown", "id": "c1faf11d", "metadata": {}, "source": [ "Also, changes in normalized inventory scores have been quite different across geographies. " ] }, { "cell_type": "code", "execution_count": 12, "id": "9f70a748", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = cids_fme \n", "xcatx = [\"XINVSCORELME_SA_D6M6ML6\", \"XINVSCORECN_SA_D6M6ML6\", \"XINVSCOREUS_SA_D6M6ML6\", ]\n", "msp.view_timelines(\n", " dfd,\n", " xcats=xcatx,\n", " cids=cidx,\n", " start=start_date,\n", " title=\"Base metals excess inventories z-scores 6 month trends\",\n", " xcat_labels=[\"London Metal Exchange\", \"China\", \"U.S.\"],\n", " ncol=3,\n", " same_y=False,\n", " legend_fontsize=17,\n", " title_fontsize=27,\n", " size=(12, 7),\n", " aspect=1.7,\n", " all_xticks=True,\n", " legend_ncol=2,\n", " label_adj=0,\n", ")" ] }, { "cell_type": "markdown", "id": "459745e7", "metadata": {}, "source": [ "Information states of inventory changes across base metals have been positively correlated." ] }, { "cell_type": "code", "execution_count": 13, "id": "d0e28bfe", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = cids_fme\n", "msp.correl_matrix(\n", " df, xcats=\"XINVSCORELME_SA_D6M6ML6\", freq=\"M\", cids=cidx, size=(10, 5)\n", ")" ] }, { "cell_type": "markdown", "id": "e2c5f60d", "metadata": {}, "source": [ "## U.S. fuels commodities" ] }, { "cell_type": "markdown", "id": "4a13d873", "metadata": {}, "source": [ "Seasonally-adjusted U.S. inventory scores of fuels have displayed pronounced cyclical patterns." ] }, { "cell_type": "code", "execution_count": 14, "id": "aff683f9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = cids_oil \n", "xcatx = [\"XINVSCORERUS_SA\", \"XINVSCOREUS_SA\"]\n", "\n", "msp.view_timelines(\n", " dfd,\n", " xcats=xcatx,\n", " cids=cidx,\n", " start=start_date,\n", " title=\"U.S. fuels commodities, z-scores\",\n", " xcat_labels=\n", " [\n", " \"Including strategic reserves\",\n", " \"Excluding strategic reserves\"\n", " ],\n", " ncol=3,\n", " same_y=False,\n", " legend_fontsize=17,\n", " title_fontsize=27,\n", " size=(12, 7),\n", " aspect=1.7,\n", " all_xticks=True,\n", " legend_ncol=2,\n", " label_adj=0.05,\n", ")" ] }, { "cell_type": "code", "execution_count": 15, "id": "53583232", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = cids_oil \n", "xcatx = [\"XINVSCORERUS_SA_D6M6ML6\", \"XINVSCOREUS_SA_D6M6ML6\"]\n", "\n", "msp.view_timelines(\n", " dfd,\n", " xcats=xcatx,\n", " cids=cidx,\n", " start=start_date,\n", " title=\"U.S. fuels commodities, z-scores, 6 months over previous 6 months\",\n", " xcat_labels=\n", " [\n", " \"Including strategic reserves\",\n", " \"Excluding strategic reserves\"\n", " ],\n", " ncol=3,\n", " same_y=False,\n", " legend_fontsize=17,\n", " title_fontsize=27,\n", " size=(12, 7),\n", " aspect=1.7,\n", " all_xticks=True,\n", " legend_ncol=2,\n", " label_adj=0.05,\n", ")" ] }, { "cell_type": "markdown", "id": "2422358c", "metadata": {}, "source": [ "## Natural gas commodities" ] }, { "cell_type": "markdown", "id": "d431d260", "metadata": {}, "source": [ "History of natural gas inventories has been available much longer for the U.S. than for Europe. Since 2015 fluctuations in EU inventories have been more pronounced than in the U.S." ] }, { "cell_type": "code", "execution_count": 16, "id": "aacded0e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = cids_ngs\n", "xcatx = [\"XINVEU_SA\", \"XINVUS_SA\"]\n", "\n", "msp.view_timelines(\n", " dfd,\n", " xcats=xcatx,\n", " cids=cidx,\n", " start=start_date,\n", " title=\"Natural gas excess inventories, cubic feet\",\n", " xcat_labels=[\"EU\", \"U.S.\"],\n", " size=(12, 4),\n", ")" ] }, { "cell_type": "markdown", "id": "7c48837f", "metadata": {}, "source": [ "## U.S. agricultural commodities" ] }, { "cell_type": "markdown", "id": "6889529f", "metadata": {}, "source": [ "Corn and soybean investories in the U.S. have displayed both short-term fluctuations and multi-year cycles." ] }, { "cell_type": "code", "execution_count": 17, "id": "4f0c0fb2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = cids_sta\n", "xcatx = [\"XINVSCOREUS_SA\"]\n", "\n", "msp.view_timelines(\n", " dfd,\n", " xcats=xcatx,\n", " cids=cidx,\n", " title=\"U.S. agricultural commodities inventories, z-scores\",\n", " start=start_date,\n", " xcat_labels=None,\n", ")" ] }, { "cell_type": "markdown", "id": "de77869a", "metadata": {}, "source": [ "\n", "# Importance" ] }, { "cell_type": "markdown", "id": "89296ad4", "metadata": {}, "source": [ "## Research links" ] }, { "cell_type": "markdown", "id": "72145b3f", "metadata": {}, "source": [ "“The expectation of a positive convenience yield is the reason why firms maintain positive stocks of inventory even when the expected capital gain is below the risk-adjusted rate or negative. For many commodities…this expectation is large enough to motivate firms to maintain positive inventory levels even in the presence of expected costs (negative capital gain), in addition to funding and storage costs, of 5% to 10% per month….The literature on the convenience yield explains it as a function of the net cost of storage, through the interaction of supply and demand in the cash market and the storage market…Models… predict that the convenience yield is high (low) during periods of time where inventory levels are at their lowest (highest), e.g. during times of scarcity. Related empirical literature…shows that the convenience yield is mean-reverting.” [Bredin, Poti, and Salvador](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3175275)" ] }, { "cell_type": "markdown", "id": "109176c9", "metadata": {}, "source": [ "\"According to the theory of storage, inventory and supply shortages bias spot and front futures’ prices to the high side relative to back futures. Under both popular hypotheses, backwardated futures curves are – all other influence being neutral– indicative of premia paid to longs in back futures.\" [Macrosynergy](https://research.macrosynergy.com/risk-premia-in-energy-futures-markets/)" ] }, { "cell_type": "markdown", "id": "c849840e", "metadata": {}, "source": [ "## Empirical clues" ] }, { "cell_type": "markdown", "id": "a5fb3ed3", "metadata": {}, "source": [ "Theoretically, low inventories should indicate higher convenience yields of physical commodities versus futures-based entitlements and thus predict subsequent futures returns positively. For the base metals there has indeed been a negative predictive correlation for a panel of all 5 contracts since 1990, but it is not quite significant. Looking at individual commodities, there has been negative predictive relation of inventories with subsequent futures returns only for copper, lead, and nickel. Only for nickel has the relation been significant." ] }, { "cell_type": "code", "execution_count": 27, "id": "567055f2", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = [\"NIC\"] \n", "sdate = \"1995-01-01\"\n", "\n", "cr = msp.CategoryRelations(\n", " dfd,\n", " xcats=[\"XINVSCORELME_SA\", \"COXR_NSA\"],\n", " cids=cidx,\n", " freq=\"M\",\n", " lag=1,\n", " xcat_aggs=[\"last\", \"sum\"],\n", " fwin=1,\n", " start=sdate,\n", " years=None,\n", ")\n", "\n", "cr.reg_scatter(\n", " labels=False,\n", " coef_box=\"lower right\",\n", " prob_est=\"map\",\n", " xlab=\"Excess nickel inventory score (LME), seasonally adjusted\",\n", " ylab=\"Nickel futures return, nex month\",\n", " title = \"Excess nickel inventory score (LME) and subsequent returns, since 1995\" \n", ")" ] }, { "cell_type": "markdown", "id": "ae5c5072", "metadata": {}, "source": [ "In the natural gas sector there has been a much stronger and highly signficant negative relation between inventory scores and subsequent futures returns." ] }, { "cell_type": "code", "execution_count": 19, "id": "92a53a7f", "metadata": {}, "outputs": [], "source": [ "calcs = [\n", " \"XINVSCOREGAS_SA = 0.5 * XINVSCOREEU_SA + 0.5 * XINVSCOREUS_SA\",\n", "]\n", "dfa = msp.panel_calculator(dfd, calcs=calcs, cids=[\"NGS\"])\n", "dfd = msm.update_df(dfd, dfa)\n" ] }, { "cell_type": "code", "execution_count": 37, "id": "8361da3f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = [\"NGS\"] \n", "sdate = \"1995-01-01\"\n", "\n", "cr = msp.CategoryRelations(\n", " dfd,\n", " xcats=[\"XINVSCOREGAS_SA\", \"COXR_NSA\"],\n", " cids=cidx,\n", " freq=\"M\",\n", " lag=1,\n", " xcat_aggs=[\"last\", \"sum\"],\n", " fwin=1,\n", " start=sdate,\n", " years=None,\n", ")\n", "\n", "cr.reg_scatter(\n", " labels=False,\n", " coef_box=\"lower right\",\n", " prob_est=\"map\",\n", " xlab=\"Natural gas inventory score (U.S. and EU average), seasonally adjusted\",\n", " ylab=\"U.S. gas futures return, nex month\",\n", " title = \"Excess natural gas inventory score and subsequent futures returns since 1995\" \n", ")" ] }, { "cell_type": "markdown", "id": "fd19ab2f", "metadata": {}, "source": [ "There has been a modest negative relation between U.S. fuel inventories and subsequent futures returns at a panel basis, i.e., cross-sectionally and intertemporally. " ] }, { "cell_type": "code", "execution_count": 42, "id": "3df16872", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = [\"HOL\",\"GSO\",\"WTI\"] \n", "sdate = \"1995-01-01\"\n", "\n", "cr = msp.CategoryRelations(\n", " dfd,\n", " xcats=[\"XINVSCOREUS_SA\", \"COXR_NSA\"],\n", " cids=cidx,\n", " freq=\"M\",\n", " lag=1,\n", " xcat_aggs=[\"last\", \"sum\"],\n", " fwin=1,\n", " start=sdate,\n", " years=None,\n", ")\n", "\n", "cr.reg_scatter(\n", " labels=False,\n", " coef_box=\"lower right\",\n", " prob_est=\"map\",\n", " xlab=\"U.S. fuels inventory scores (WTI, heating oil, gasoline), seasonally adjusted\",\n", " ylab=\"U.S. gas futures return, nex month\",\n", " title=\"Excess U.S. fuels inventory scores and subsequent futures returns, since 1995\" \n", ")" ] }, { "cell_type": "markdown", "id": "8040ab14", "metadata": {}, "source": [ "# Appendices" ] }, { "cell_type": "markdown", "id": "8dd7f2a3", "metadata": {}, "source": [ "\n", "## Appendix 1: Commodity source details" ] }, { "cell_type": "markdown", "id": "d87f1c3f", "metadata": {}, "source": [ "Base metal inventory mainly refer to specialized warehouses operated by commodities exchanges(LME, Comex, and the Shanghai Futures Exchange). These warehouses are often strategically located near major transportation hubs such as ports, rail terminals, or industrial centers.\n", "Fuels storage in the U.S. refers to storage and refineries, terminals and bulk storage facilities. Agricultural commodities storage data refer to bulk storage facilities, processing facilities and farms. \n" ] }, { "cell_type": "code", "execution_count": 22, "id": "7f8a96bb", "metadata": { "tags": [ "hide-output" ] }, "outputs": [], "source": [ "surveys = pd.DataFrame(\n", " [\n", " { \n", " \"Commodity group\": \"Base metals\",\n", " \"market\": \"U.S.\",\n", " \"source\": \"Commodity Exchange, Inc\",\n", " \"unit\": \"Metric Tonne\",\n", " \"Storage facilities and locations\":\"Warehouses ran by the exchange: Copper North America only, rest global\",\n", " \"frequency\":\"Daily\"\n", " },\n", " { \n", " \"Commodity group\": \"Base metals\",\n", " \"market\": \"China\",\n", " \"source\": \"Shanghai Futures Exchange\",\n", " \"unit\": \"Metric Tonne\",\n", " \"Storage facilities and locations\":\"Warehouses ran by the exchange: China only\",\n", " \"frequency\":\"Weekly\"\n", " },\n", " { \n", " \"Commodity group\": \"Base metals\",\n", " \"market\": \"London Metal Exchange\",\n", " \"source\": \"London Metal Exchange\",\n", " \"unit\": \"Metric Tonne\",\n", " \"Storage facilities and locations\":\"Warehouses ran by the exchange: Global\",\n", " \"frequency\":\"Daily\"\n", " },\n", " { \n", " \"Commodity group\": \"Oil\",\n", " \"market\": \"U.S.\",\n", " \"source\": \"Energy Information Administration\",\n", " \"unit\": \"Barrels\",\n", " \"Storage facilities and locations\":\"Refineries, bulk storage, blending terminals: U.S. only\",\n", " \"frequency\":\"Monthly\"\n", " },\n", " { \n", " \"Commodity group\": \"Natural gas\",\n", " \"market\": \"U.S.\",\n", " \"source\": \"Energy Information Administration\",\n", " \"unit\": \"Cubic feet\",\n", " \"Storage facilities and locations\":\"Refineries, bulk storage, blending terminals: U.S. only\",\n", " \"frequency\":\"Monthly\"\n", " },\n", " { \n", " \"Commodity group\": \"Natural gas\",\n", " \"market\": \"Europe\",\n", " \"source\": \"Gas Infrastructure Europe\",\n", " \"unit\": \"Cubic feet\",\n", " \"Storage facilities and locations\":\"Bulk storage: European union only\",\n", " \"frequency\":\"Daily\"\n", " },\n", " { \n", " \"Commodity group\": \"Agriculture\",\n", " \"market\": \"U.S.\",\n", " \"source\": \"United States Department of Agriculture\",\n", " \"unit\": \"Bushel\",\n", " \"Storage facilities and locations\":\"Farms, various processing facilities and bulk storage: U.S. only\",\n", " \"frequency\":\"Quaterly\"\n", " },\n", " \n", " ]\n", ")" ] }, { "cell_type": "code", "execution_count": 23, "id": "ad5fe6cd", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Commodity groupmarketsourceunitStorage facilities and locationsfrequency
Base metalsU.S.Commodity Exchange, IncMetric TonneWarehouses ran by the exchange: Copper North America only, rest globalDaily
Base metalsChinaShanghai Futures ExchangeMetric TonneWarehouses ran by the exchange: China onlyWeekly
Base metalsLondon Metal ExchangeLondon Metal ExchangeMetric TonneWarehouses ran by the exchange: GlobalDaily
OilU.S.Energy Information AdministrationBarrelsRefineries, bulk storage, blending terminals: U.S. onlyMonthly
Natural gasU.S.Energy Information AdministrationCubic feetRefineries, bulk storage, blending terminals: U.S. onlyMonthly
Natural gasEuropeGas Infrastructure EuropeCubic feetBulk storage: European union onlyDaily
AgricultureU.S.United States Department of AgricultureBushelFarms, various processing facilities and bulk storage: U.S. onlyQuaterly
" ], "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import HTML\n", "\n", "HTML(surveys.to_html(index=False))" ] }, { "cell_type": "markdown", "id": "3371647d", "metadata": {}, "source": [ "\n", "## Appendix 2: Commodity details" ] }, { "cell_type": "markdown", "id": "f25b56eb", "metadata": {}, "source": [ "The commodity groups considered are: energy, base metals and agricultural commodities.\n", "* The energy commodity group contains:\n", " * WTI: Crude oil\n", " * GSO: Gasoline\n", " * HOL: Heating oil\n", " * NGS: Natural gas\n", "* The base metals contains:\n", " * ALM: Aluminium\n", " * CPR: Copper\n", " * LED: Lead\n", " * NIC: Nickel\n", " * ZNC: Zinc\n", "* The agriculture group contains:\n", " * COR: Corn\n", " * SOY: Soybeans\n", "\n" ] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.8" } }, "nbformat": 4, "nbformat_minor": 5 }