{ "cells": [ { "cell_type": "markdown", "id": "60109048-7052-406c-84db-f7fd33a6582b", "metadata": {}, "source": [ "# Population Change 2020-2021" ] }, { "cell_type": "markdown", "id": "70a3615c-2871-4983-8e0d-a0feb8b92bc3", "metadata": {}, "source": [ "### ACS Data\n", "\n", "Part 1 of this notebook demonstrates how to query and merge the same data\n", "set from different years. It also demonstrates how, behind the \n", "scenes, `censusdis` loads metadata and works across multiple\n", "years. Nothing is hard-coded in the library about what variables\n", "or data sets are available in what years. So when the 2021 data\n", "was published, this notebook just worked.\n", "\n", "However, it also demonstrates some issues one must be keenly aware\n", "of when looking at ACS data. ACS5 data covers a wide range of variables,\n", "but it also computes representative numbers over a five year time\n", "period, not numbers as of a specific data as some other data sets do.\n", "So the values presented in the 2020 data set are based on survey\n", "results from 2016, 2017, 2018, 2019, and 2020. If we compare 2021 ACS5\n", "to 2020 ACS5, 4/5 of the sample comes from 2017, 2018, 2019 and 2020 \n", "in both. In the 2020 data set, there is also data from 2016, whereas in\n", "the 2021 data set there is also data from 2021. \n", "\n", "### PEP Data\n", "\n", "Part 2 looks at the Population Estimates (PEP) data set, which seeks to\n", "estimate population at a specific point in time, specifically June 1 of\n", "each year. It also tracks changes from the previous year in both numeric\n", "and percentage terms. \n", "\n", "As we can see by comparing the data and maps in parts 1 and 2, it is \n", "important to understand not just what was measured in each data set,\n", "but how. Look at the difference in New York State for a particularly\n", "extreme difference based on which data set we look at." ] }, { "cell_type": "markdown", "id": "1e56cfce-abf6-4b85-8425-0cda8e127de6", "metadata": {}, "source": [ "## Imports and configuration" ] }, { "cell_type": "code", "execution_count": 1, "id": "e208f83d-10ca-4e46-ba74-d709ce9c53a1", "metadata": {}, "outputs": [], "source": [ "import censusdis.data as ced\n", "import censusdis.maps as cem\n", "\n", "from censusdis.states import STATE_NY" ] }, { "cell_type": "markdown", "id": "aebd51ac-07d5-4521-a71e-88cd1647beb2", "metadata": {}, "source": [ "# Part 1: Using ACS5 Data" ] }, { "cell_type": "code", "execution_count": 2, "id": "07cec105-1f3d-473b-8772-9caca89fde63", "metadata": {}, "outputs": [], "source": [ "DATASET_ACS5 = \"acs/acs5\"" ] }, { "cell_type": "code", "execution_count": 3, "id": "79c47e7d-51c7-4bf3-ac50-f8c2664e3802", "metadata": { "tags": [] }, "outputs": [], "source": [ "TOTAL_POPULATION_VARIABLE = \"B01003_001E\"" ] }, { "cell_type": "markdown", "id": "f7fdd9f1-47b1-45d5-a08c-cbc736e9a9a2", "metadata": {}, "source": [ "## Download the popluation of the states in both years" ] }, { "cell_type": "code", "execution_count": 4, "id": "ca6da0a3-aba6-4cda-aacc-de77c37718bd", "metadata": {}, "outputs": [], "source": [ "gdf_states_2020 = ced.download(\n", " DATASET_ACS5,\n", " 2020,\n", " [\"NAME\", TOTAL_POPULATION_VARIABLE],\n", " state=\"*\",\n", " with_geometry=True,\n", ")\n", "\n", "# Note that we don't load the geometry here.\n", "# We already have it above, and it will\n", "# still be available after the merge.\n", "df_states_2021 = ced.download(\n", " DATASET_ACS5, 2021, [\"NAME\", TOTAL_POPULATION_VARIABLE], state=\"*\"\n", ")" ] }, { "cell_type": "markdown", "id": "423d54f1-e3df-41fe-a248-09f7c96aeda2", "metadata": {}, "source": [ "## Merge the two data sets and compute how the populations changed" ] }, { "cell_type": "code", "execution_count": 5, "id": "979201c7-5748-410a-bfba-0a75f386691c", "metadata": {}, "outputs": [], "source": [ "gdf_both_years = gdf_states_2020.merge(\n", " df_states_2021, on=[\"STATE\", \"NAME\"], suffixes=(\"_2020\", \"_2021\")\n", ")" ] }, { "cell_type": "code", "execution_count": 6, "id": "a7dc7f12-a0d7-4c9c-967a-229a9626cf70", "metadata": {}, "outputs": [], "source": [ "TOTAL_POPULATION_2020_VARIABLE = f\"{TOTAL_POPULATION_VARIABLE}_2020\"\n", "TOTAL_POPULATION_2021_VARIABLE = f\"{TOTAL_POPULATION_VARIABLE}_2021\"\n", "\n", "TOTAL_POPULATION_CHANGE = f\"{TOTAL_POPULATION_VARIABLE}_DELTA\"\n", "TOTAL_POPULATION_CHANGE_PERCENT = f\"{TOTAL_POPULATION_CHANGE}_PERCENT\"" ] }, { "cell_type": "code", "execution_count": 7, "id": "c5c9cf9e-4c59-4ce5-8c93-1fd0f44b7002", "metadata": {}, "outputs": [], "source": [ "gdf_both_years[TOTAL_POPULATION_CHANGE] = (\n", " gdf_both_years[TOTAL_POPULATION_2021_VARIABLE]\n", " - gdf_both_years[TOTAL_POPULATION_2020_VARIABLE]\n", ")\n", "\n", "gdf_both_years[TOTAL_POPULATION_CHANGE_PERCENT] = (\n", " 100\n", " * gdf_both_years[TOTAL_POPULATION_CHANGE]\n", " / gdf_both_years[TOTAL_POPULATION_2020_VARIABLE]\n", ")" ] }, { "cell_type": "markdown", "id": "cef81c69-607e-4456-8ec8-c4472ee5f031", "metadata": {}, "source": [ "## Fastest growing states" ] }, { "cell_type": "markdown", "id": "41c25529-d3b8-4122-b3fc-5f25439bf742", "metadata": {}, "source": [ "### Absolute" ] }, { "cell_type": "code", "execution_count": 8, "id": "39079bdf-a772-4e64-8dd7-b44e0bfc2162", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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NAMEB01003_001E_DELTA
4New York599896
29New Jersey348606
24Texas227139
0Pennsylvania175765
7Florida122838
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" ], "text/plain": [ " NAME B01003_001E_DELTA\n", "4 New York 599896\n", "29 New Jersey 348606\n", "24 Texas 227139\n", "0 Pennsylvania 175765\n", "7 Florida 122838" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_both_years.sort_values(TOTAL_POPULATION_CHANGE, ascending=False)[\n", " [\"NAME\", TOTAL_POPULATION_CHANGE]\n", "].head()" ] }, { "cell_type": "markdown", "id": "b8075da5-c07e-42e7-bb1a-2d80b2f2cd06", "metadata": {}, "source": [ "### Percentagewise" ] }, { "cell_type": "code", "execution_count": 9, "id": "79fcda21-559b-40d0-8276-7c91c20df5f2", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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NAMEB01003_001E_DELTA_PERCENT
29New Jersey3.923349
19Idaho3.263285
42Rhode Island3.228499
4New York3.074049
32Vermont2.770446
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" ], "text/plain": [ " NAME B01003_001E_DELTA_PERCENT\n", "29 New Jersey 3.923349\n", "19 Idaho 3.263285\n", "42 Rhode Island 3.228499\n", "4 New York 3.074049\n", "32 Vermont 2.770446" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_both_years.sort_values(TOTAL_POPULATION_CHANGE_PERCENT, ascending=False)[\n", " [\"NAME\", TOTAL_POPULATION_CHANGE_PERCENT]\n", "].head()" ] }, { "cell_type": "markdown", "id": "002d2060-680b-4869-8737-36827e2df12d", "metadata": {}, "source": [ "## Fastest shrinking states" ] }, { "cell_type": "markdown", "id": "aa7fddb1-247d-4ec8-a5d5-48b04649d69b", "metadata": {}, "source": [ "### Absolute" ] }, { "cell_type": "code", "execution_count": 10, "id": "e361e07d-272d-4771-a859-8f4e365433b4", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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NAMEB01003_001E_DELTA
16Arizona-94861
33North Carolina-19205
5District of Columbia-18820
39Mississippi-14812
8South Carolina-12614
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" ], "text/plain": [ " NAME B01003_001E_DELTA\n", "16 Arizona -94861\n", "33 North Carolina -19205\n", "5 District of Columbia -18820\n", "39 Mississippi -14812\n", "8 South Carolina -12614" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_both_years.sort_values(TOTAL_POPULATION_CHANGE, ascending=True)[\n", " [\"NAME\", TOTAL_POPULATION_CHANGE]\n", "].head()" ] }, { "cell_type": "markdown", "id": "893004fe-3b09-4097-bdf3-e519a26a377a", "metadata": {}, "source": [ "### Percentagewise" ] }, { "cell_type": "code", "execution_count": 11, "id": "6734376a-46cc-48d6-b655-dbc9a8ce349a", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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NAMEB01003_001E_DELTA_PERCENT
5District of Columbia-2.681011
16Arizona-1.322277
15Wyoming-0.809670
39Mississippi-0.496741
2West Virginia-0.352822
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" ], "text/plain": [ " NAME B01003_001E_DELTA_PERCENT\n", "5 District of Columbia -2.681011\n", "16 Arizona -1.322277\n", "15 Wyoming -0.809670\n", "39 Mississippi -0.496741\n", "2 West Virginia -0.352822" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_both_years.sort_values(TOTAL_POPULATION_CHANGE_PERCENT, ascending=True)[\n", " [\"NAME\", TOTAL_POPULATION_CHANGE_PERCENT]\n", "].head()" ] }, { "cell_type": "markdown", "id": "fdfe5f40-8b5e-4653-8d40-d435693cfd74", "metadata": {}, "source": [ "## Plot on maps" ] }, { "cell_type": "code", "execution_count": 12, "id": "f8b1feae-e67d-4746-87b2-7c9007d18ac4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Total Population Change by State, 2020-2021')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib.ticker import FuncFormatter\n", "\n", "ax = cem.plot_us(\n", " gdf_both_years,\n", " TOTAL_POPULATION_CHANGE,\n", " legend=True,\n", " figsize=(12, 6),\n", " cmap=\"PRGn\",\n", " edgecolor=\"black\",\n", " linewidth=0.25,\n", " vmin=-600_000,\n", " vmax=600_000,\n", " legend_kwds={\"format\": FuncFormatter(lambda x, pos: f\"{x:+,.0f}\")},\n", ")\n", "\n", "ax.axis(\"off\")\n", "ax.set_title(\"Total Population Change by State, 2020-2021\")" ] }, { "cell_type": "code", "execution_count": 13, "id": "dd2b905f-1e19-4cac-abd1-fd74847bcca5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Total Population Percentage Change by State, 2020-2021')" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = cem.plot_us(\n", " gdf_both_years,\n", " TOTAL_POPULATION_CHANGE_PERCENT,\n", " legend=True,\n", " figsize=(12, 6),\n", " cmap=\"PRGn\",\n", " edgecolor=\"black\",\n", " linewidth=0.25,\n", " vmin=-4,\n", " vmax=4,\n", " legend_kwds={\"format\": FuncFormatter(lambda x, pos: f\"{x:+.1f}%\")},\n", ")\n", "\n", "ax.axis(\"off\")\n", "ax.set_title(\"Total Population Percentage Change by State, 2020-2021\")" ] }, { "cell_type": "markdown", "id": "3625537a-79a1-4c52-b445-233fb879bffa", "metadata": {}, "source": [ "# Part 2: Using the Population Estimates Dataset" ] }, { "cell_type": "markdown", "id": "ecd939a7-4477-411f-9dfc-fc09718e25d3", "metadata": {}, "source": [ "Instead of using two different years of the ACS5 data set, we could also use a specialized\n", "U.S. Census Data Set that estimates population and population change. It is called \n", "`pep/population` and is described at https://api.census.gov/data/2021/pep/population.html." ] }, { "cell_type": "code", "execution_count": 14, "id": "991ee2e9-d29c-4ab7-9729-e566ea6f6251", "metadata": {}, "outputs": [], "source": [ "DATASET_PEP = \"pep/population\"" ] }, { "cell_type": "code", "execution_count": 15, "id": "e9f0e744-3bf7-4146-b4ea-fd23bdff6e7c", "metadata": {}, "outputs": [], "source": [ "# See https://api.census.gov/data/2021/pep/population/variables.html\n", "\n", "POP_2020_VARIABLE = \"POP_2020\"\n", "POP_2021_VARIABLE = \"POP_2021\"\n", "NUM_CHANGE_VARIABLE = \"NPOPCHG_2021\"\n", "PCT_CHANGE_VARIABLE = \"PPOPCHG_2021\"\n", "\n", "PEP_VARIABLES = [\n", " \"NAME\",\n", " POP_2020_VARIABLE,\n", " POP_2021_VARIABLE,\n", " NUM_CHANGE_VARIABLE,\n", " PCT_CHANGE_VARIABLE,\n", "]" ] }, { "cell_type": "code", "execution_count": 16, "id": "a177e0ca-dd5b-4f85-ad95-519f71c8efa3", "metadata": {}, "outputs": [], "source": [ "gdf_pep = ced.download(DATASET_PEP, 2021, PEP_VARIABLES, state=\"*\", with_geometry=True)" ] }, { "cell_type": "markdown", "id": "55e9bf9d-de71-4a89-b0b1-23147313c062", "metadata": {}, "source": [ "## Fastest growing states" ] }, { "cell_type": "markdown", "id": "044cbcda-ead9-4c24-9027-cf6059375a88", "metadata": {}, "source": [ "### Absolute" ] }, { "cell_type": "code", "execution_count": 17, "id": "41b961ba-2b2d-452e-8c18-e499b507e340", "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", "
NAMENPOPCHG_2021
10Texas310288
40Florida211196
45Arizona98330
15North Carolina93985
25Georgia73766
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" ], "text/plain": [ " NAME NPOPCHG_2021\n", "10 Texas 310288\n", "40 Florida 211196\n", "45 Arizona 98330\n", "15 North Carolina 93985\n", "25 Georgia 73766" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_pep[[\"NAME\", NUM_CHANGE_VARIABLE]].sort_values(\n", " NUM_CHANGE_VARIABLE, ascending=False\n", ").head()" ] }, { "cell_type": "markdown", "id": "58bc118b-fd63-4a92-9b99-3be70ec03471", "metadata": {}, "source": [ "### Percentagewise" ] }, { "cell_type": "code", "execution_count": 18, "id": "da2ab575-d9a5-4e59-9591-4e2e2944dbc6", "metadata": { "tags": [] }, "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", "
NAMEPPOPCHG_2021
34Idaho2.876491
46Utah1.715308
36Montana1.664345
45Arizona1.369883
17South Carolina1.168957
\n", "
" ], "text/plain": [ " NAME PPOPCHG_2021\n", "34 Idaho 2.876491\n", "46 Utah 1.715308\n", "36 Montana 1.664345\n", "45 Arizona 1.369883\n", "17 South Carolina 1.168957" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_pep[[\"NAME\", PCT_CHANGE_VARIABLE]].sort_values(\n", " PCT_CHANGE_VARIABLE, ascending=False\n", ").head()" ] }, { "cell_type": "markdown", "id": "7ac1e1a2-c8d0-4bdf-a653-ec7106bb8680", "metadata": {}, "source": [ "## Fastest shrinking states" ] }, { "cell_type": "markdown", "id": "80e39902-b0c7-40d6-8d81-2f6ea86c150a", "metadata": {}, "source": [ "### Absolute" ] }, { "cell_type": "code", "execution_count": 19, "id": "194bb19a-7328-43eb-9897-d2d2db77ca3c", "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", "
NAMENPOPCHG_2021
37New York-319020
19California-261902
43Illinois-113776
42Massachusetts-37497
21Louisiana-27156
\n", "
" ], "text/plain": [ " NAME NPOPCHG_2021\n", "37 New York -319020\n", "19 California -261902\n", "43 Illinois -113776\n", "42 Massachusetts -37497\n", "21 Louisiana -27156" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_pep[[\"NAME\", NUM_CHANGE_VARIABLE]].sort_values(\n", " NUM_CHANGE_VARIABLE, ascending=True\n", ").head()" ] }, { "cell_type": "markdown", "id": "b70e1a00-2ed3-439f-98f0-ebc14affab95", "metadata": {}, "source": [ "### Percentagewise" ] }, { "cell_type": "code", "execution_count": 20, "id": "70a2587e-519c-46fc-9fde-10ead9c12ce6", "metadata": { "tags": [] }, "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", "
NAMEPPOPCHG_2021
9District of Columbia-2.904391
37New York-1.582838
43Illinois-0.889901
2Hawaii-0.713405
19California-0.663047
\n", "
" ], "text/plain": [ " NAME PPOPCHG_2021\n", "9 District of Columbia -2.904391\n", "37 New York -1.582838\n", "43 Illinois -0.889901\n", "2 Hawaii -0.713405\n", "19 California -0.663047" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_pep[[\"NAME\", PCT_CHANGE_VARIABLE]].sort_values(\n", " PCT_CHANGE_VARIABLE, ascending=True\n", ").head()" ] }, { "cell_type": "markdown", "id": "ba9d4819-80d2-4c10-b8b4-964a47b4be12", "metadata": {}, "source": [ "## Plot on maps" ] }, { "cell_type": "code", "execution_count": 21, "id": "b9721702-774d-4228-ba28-88f2952adab1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'PEP Data - Total Population Change by State, 2020-2021')" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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AX19fqKurw9TUFAsWLJC89gzDwNraGp07dy5wXnZ2NrS0tDBixIgi637//j0AoHHjxgUe43A4kh6refPmYcqUKQDylm//fqj57t270bJlSxgaGkJFRQXOzs7YvHmzVH3W1tZ4+fIlrl+/Ljn/2xEEycnJmDBhguR9Zmdnh6VLl5a7J7xRo0aSHsN8NWvWhIuLC16/fi11/OjRo+jQoQMsLS0lx3x8fGBvb4/Dhw9Ljnl6ehaYh6qnpwdvb+8CdR45cgT16tWTGrHi6OiIVq1aSdVZFHm05eLiAn19falzVVRU0L59e3z58gVpaWmS4xoaGtDV1S0xTkJ+BjRsteqhYaukwuR/mfp+SFFaWhoSEhIKlNfT0yv2S71AIEBERESJQ5RKMmDAAGzbtg0XL15E69atAeR9gc3MzMSoUaOgp6eH+/fvY/369fjy5QsCAwMBACNGjEBUVBQuXbpUYPgoAKxduxadOnVCv379kJubi4MHD6JHjx44ffo0/Pz8fijm0srKykLz5s3x7t07jB07FjY2NggMDERAQACSk5Mxfvx4GBgYYPPmzRg1ahS6du2Kbt26AQBq1aoFALh06RI+fPiAwYMHw9jYGC9fvsS2bdvw8uVL3L17V2ZDTL99fzAMg06dOuHatWsYOnQoateujQsXLmDKlCmIjIwsMCz3+vXrOHToEMaNGwcVFRVs2rQJbdu2xf3792Wy+MuHDx9w/Phx9OjRAzY2NoiNjcXWrVvRrFkzvHr1CqampnBycsKCBQsk+y55e3sDyPuiXZiyPsdbt27h33//xejRo6GhoYF169bB398fnz9/LvZ34OTJkwDy3uellZSUhLZt26Jbt27o2bMnjhw5gmnTpsHNzQ3t2rUDkDeHcseOHZIhmWlpadi5cyd8fX1x//79AsN2Dxw4gLS0NIwYMQIsFgvLli1Dt27d8OHDBygrKwMAzpw5g169esHNzQ1//vknkpKSMHToUJiZmRWIccSIEZJ9sMaNG4fw8HBs2LABT548we3btyV1FkUkEqFt27Zo2LAhli1bhvPnz2Pu3LkQCoVYsGABWCwW+vfvj2XLliExMVHqy/6pU6eQmpqK/v37F1m/lZUVAGD//v1o3LgxlJQK/3PbrVs3hIWF4Z9//sHq1aslCUj+BZ3NmzfDxcUFnTp1gpKSEk6dOoXRo0dDLBZjzJgxAIA1a9bg119/BZ/Px6xZswAARkZGAPKGpDdr1gyRkZEYMWIELC0tcefOHcyYMQPR0dFYs2ZNsa9TaTEMg9jYWLi4uEiORUZGIi4uDnXr1i1Qvn79+jh79myJ9cbExEglZWKxGM+ePcOQIUMKrfPixYtIS0uDhoZGmZ+DPNqKiYmBmpqa1FQNQgip0hTY60mqqfzhi5cvX2bi4+OZiIgI5uDBg4yenh6jqqrKfPnyhWGY/4atFnWLjo6W1GllZcW0adOGiY+PZ+Lj45mQkBCmd+/eDADm119/LTae4oatMgzDJCUlMQCYrl27So5lZmYWKPfnn38yLBZLavhVccNWv68jNzeXcXV1ZVq2bFlsvD/i+2Gra9asYQAw+/btk4rDy8uL4fP5TGpqKsMwxQ9bLey1+OeffxgAzI0bNyTHyjps9c2bN0x8fDwTHh7ObN26lVFRUWGMjIyYjIwM5vjx4wwAZtGiRVLndu/enWGxWMy7d+8kx/LfLw8fPpQc+/TpE8Pj8aR+poMGDSp0SG9+PN/6fthqdnY2IxKJpMqEh4czKioqzIIFCyTHihu2+n37ZX2OXC5X6lhISAgDgFm/fn2Btr7l4eHBaGlpFVvmW82aNWMAMH/99ZfkWE5ODmNsbMz4+/tLjgmFwgJDF5OSkhgjIyNmyJAhkmPh4eEMAEZPT49JTEyUHD9x4gQDgDl16pTkmJubG2Nubi41pDAoKIgBIPXa3bx5kwHA7N+/X6r98+fPF3r8e4MGDSrw2SEWixk/Pz+Gy+VKPivevHnDAGA2b94sdX6nTp0Ya2trRiwWF9mGWCyWvJZGRkZMnz59mI0bN0p9fuQrbthqYb9/vr6+TI0aNaSOFTVsdeHChYy6ujoTFhYmdXz69OkMh8NhPn/+XORzKIu///6bAcDs3LlTciz/9+Hb91K+KVOmMACY7OzsIuu8ceMGw2KxmNmzZ0uO5X9Wfft7l2/jxo0MACY0NLTM8cujrbdv3zI8Ho8ZMGBAkWVo2Cr5WeUPW1XpXIPhdbeT6U2lcw0atipHNGyVyI2Pjw8MDAxgYWGB3r17g8/n49ixYwV6EebMmYNLly4VuH0/rOfixYswMDCAgYEB3N3dERgYiAEDBmDp0qU/FGf+8KVvhxWpqqpK/jsjIwMJCQlo1KgRGIbBkydPSlXvt3UkJSUhJSUF3t7eePz48Q/FWxZnz56FsbEx+vTpIzmmrKyMcePGIT09HdevXy+xjm+fR3Z2NhISEtCwYUMA+KHn4uDgAAMDA9jY2GDEiBGws7PDmTNnoKamhrNnz4LD4WDcuHFS50yePBkMw+DcuXNSx728vODp6Sm5b2lpic6dO+PChQsQiUTljjGfiooK2P+f0C8SifD161fw+Xw4ODiU+zUo63P08fGBra2t5H6tWrWgqalZ4gqTqampZe6F4fP5Ur1qXC4X9evXl2qLw+FIhi6KxWIkJiZCKBSibt26hb4mvXr1go6OjuR+fs9sfp1RUVF4/vw5Bg4cKDWksFmzZnBzc5OqKzAwEFpaWmjdujUSEhIkt/zhiN8PnS3K2LFjJf+dPzQ4NzdXskKmvb09GjRogP3790vKJSYm4ty5c+jXr1+xve4sFgsXLlzAokWLoKOjg3/++QdjxoyBlZUVevXqVeqVVb/9/UtJSUFCQgKaNWuGDx8+ICUlpcTzAwMD4e3tDR0dHanXysfHByKRqMDw7vIIDQ3FmDFj4OXlhUGDBkmO5w/zV1FRKXAOj8eTKvO9uLg49O3bFzY2Npg6dapM6iyKPNrKzMxEjx49oKqqiiVLlpQpHkIIqcxo2CqRm40bN8Le3h5KSkowMjKCg4OD5Av4t9zc3KRWtytKgwYNsGjRIsn2Dk5OTuVemfBb6enpACD1Bfvz58+YM2cOTp48WWAOVWm+sAHA6dOnsWjRIjx9+lRqO5CShnmmp6dLYgLyvqSXtFpqUT59+oSaNWsWeN2dnJwkj5ckMTER8+fPx8GDBxEXFyf1WGlfi8IcPXoUmpqaUFZWhrm5uVRi9OnTJ5iamhZIeoqKu2bNmgXqt7e3R2ZmJuLj42FsbFzuOIG85Gjt2rXYtGkTwsPDpRLS8g6bLutz/HbOWD4dHZ0S5/iVJsH8nrm5eYH3qY6ODp49eyZ1bO/evVi5ciVCQ0MhEAgkx21sbArU+X38+Ylkfvz5z9fOzq7AuXZ2dlIJ6du3b5GSkgJDQ8NC4//+fVoYNpuNGjVqSB2zt7cHAKmtbQYOHIixY8fi06dPsLKyQmBgIAQCQamGAauoqGDWrFmYNWsWoqOjcf36daxduxaHDx+GsrIy9u3bV2Idt2/fxty5cxEcHIzMzEypx1JSUqClpVXs+W/fvsWzZ8+K/AwpzWtVnJiYGPj5+UFLSwtHjhwBh8ORPJaf+Ba2HVJ2drZUmW9lZGSgQ4cOSEtLw61bt6QuJpSlzpiYGKnHtbS0CrQnq7a+JRKJ0Lt3b7x69Qrnzp2DqalpgTKEkDxsNmQ+R5G6xuSLkkciN/Xr1y90rkt56evrlyrJLKsXL14A+O9Lq0gkQuvWrZGYmIhp06bB0dER6urqiIyMREBAQKkWmbh58yY6deqEpk2bYtOmTTAxMYGysjJ2796NAwcOFHvuihUrJNtmAHlzp0rap1GeevbsiTt37mDKlCmoXbs2+Hw+xGIx2rZt+0NbTzRt2rTAAhPyVFTSXpqeycWLF2P27NkYMmQIFi5cCF1dXbDZbEyYMKHCtt/49kv5t5jvFtf5nqOjI548eYKIiIhSb0dTmrb27duHgIAAdOnSBVOmTIGhoSE4HA7+/PNPyfxVWcRfGLFYDENDQ6kewW+V92JLYXr37o2JEydi//79mDlzJvbt24e6devCwcGhTPWYmJigd+/e8Pf3h4uLCw4fPow9e/YUORcSyJsH3KpVKzg6OmLVqlWwsLAAl8vF2bNnsXr16lK998RiMVq3bi3Vo/at/IS5PFJSUtCuXTskJyfj5s2bBZIkExMTAHn7Gn4vOjoaurq6BXr1cnNz0a1bNzx79gwXLlwoMGc5/5yi6gQgiSO//Xy7d++W2spElm19a9iwYTh9+jT2798vWQiMEEKqC0oeyU8vf7EbX19fAMDz588RFhaGvXv3YuDAgZJy367Gmq+ohOTo0aPg8Xi4cOGC1Jej3bt3lxjPwIEDpVbFLOzKdmlZWVnh2bNnEIvFUr2P+RuU5y/qUdTzSEpKwpUrVzB//nzMmTNHcvzt27fljqk0rKyscPny5QKLUXwfd3HxhIWFQU1NTZJI6OjoFDpUsDS9r0eOHEGLFi2wc+dOqePJyclSCXBZFg8q63Msr44dO+Kff/7Bvn37MGPGDJnUCeS9JjVq1MC///4r9bznzp1brvryn++7d+8KPPb9MVtbW1y+fBmNGzcu9++HWCzGhw8fpJKn/L0uv13ZVVdXF35+fti/fz/69euH27dv/9AiM8rKyqhVqxbevn2LhIQEGBsbF/m+OXXqFHJycnDy5EmpntvChuUWVYetrS3S09NlfuEtOzsbHTt2RFhYGC5fvgxnZ+cCZczMzGBgYICHDx8WeKywRZXEYjEGDhyIK1eu4PDhw2jWrFmB89hsNtzc3Aqt8969e6hRo4bk9+n7z+xvF/ORdVv5pkyZgt27d2PNmjVS0wUIIYWTy+qotNqqXFHHLvmpHThwADt27ICXlxdatWoF4L8ekm97RBiGwdq1awucr66uDgAFkhIOhwMWiyXVq/Xx40ccP368xJhq1KgBHx8fya2wpf5Lq3379oiJicGhQ4ckx4RCIdavXw8+ny/5wpS/EmBhzwMo2DskqxUai9K+fXuIRCJs2LBB6vjq1avBYrEkK37mCw4OlhrWGBERgRMnTqBNmzaS52Bra4uUlBSpoZfR0dE4duxYifFwOJwCr0FgYCAiIyOljhX1fpDFcyyv7t27w83NDX/88Uehm5GnpaVJVugsi8LeG/fu3Sv3huempqZwdXXFX3/9JTVs+/r163j+/LlU2Z49e0IkEmHhwoUF6hEKhaWeT/jta88wDDZs2ABlZWXJZ0G+AQMG4NWrV5gyZQo4HA569+5dYt1v377F58+fCxxPTk5GcHAwdHR0JBc2ivscyY8tX0pKSqEXodTV1Qt93j179kRwcDAuXLhQaCxCobDE5/I9kUiEXr16ITg4GIGBgfDy8iqyrL+/P06fPo2IiAjJsStXriAsLAw9evSQKvvrr7/i0KFD2LRpk2TV58J0794dDx48kErq3rx5g6tXr0rV+e3nqI+Pj1RPpKzbAoDly5djxYoVmDlzJsaPH19knYSQ/9BWHVUP9TwShbt586Zk/si3atWqJdkuQhaOHDkCPp+P3NxcREZG4sKFC7h9+7Zk8Z18jo6OsLW1xW+//YbIyEhoamri6NGjhc4ty1+kZdy4cfD19ZV8sfTz88OqVavQtm1b9O3bF3Fxcdi4cSPs7OwKzBuTp+HDh2Pr1q0ICAjAo0ePYG1tjSNHjkh6T/KvmquqqsLZ2RmHDh2Cvb09dHV14erqCldXVzRt2hTLli2DQCCAmZkZLl68KLO9OovSsWNHtGjRArNmzcLHjx/h7u6Oixcv4sSJE5gwYYLU/EgAcHV1ha+vr9RWHQCkhv/27t0b06ZNQ9euXTFu3DhkZmZi8+bNsLe3L3HRmw4dOmDBggUYPHgwGjVqhOfPn2P//v0F5szZ2tpCW1sbW7ZsgYaGBtTV1dGgQYNC5wCW9TmWl7KyMv7991/4+PigadOm6NmzJxo3bgxlZWW8fPkSBw4cgI6OTqF7PRanQ4cO+Pfff9G1a1f4+fkhPDwcW7ZsgbOzs1TyVxaLFy9G586d0bhxYwwePBhJSUnYsGEDXF1dpeps1qwZRowYgT///BNPnz5FmzZtoKysjLdv3yIwMBBr165F9+7di22Lx+Ph/PnzGDRoEBo0aIBz587hzJkzmDlzZoFhr35+ftDT00NgYCDatWtX5FzLb4WEhKBv375o164dvL29oauri8jISOzduxdRUVFYs2aNJDnM/xyZNWsWevfuDWVlZXTs2BFt2rQBl8tFx44dMWLECKSnp2P79u0wNDQsMJTS09MTmzdvxqJFi2BnZwdDQ0O0bNkSU6ZMwcmTJ9GhQwcEBATA09MTGRkZeP78OY4cOYKPHz9Kes8DAgKwd+9ehIeHF7onar7Jkyfj5MmT6NixIxITEwvM3fx2saWZM2ciMDAQLVq0wPjx45Geno7ly5fDzc0NgwcPlpRbs2YNNm3aBC8vL6ipqRWos2vXrpIke/To0di+fTv8/Pzw22+/QVlZGatWrYKRkREmT55c4s9GHm0dO3YMU6dORc2aNeHk5FSgztatW0u2TwGARYsWAQBevnwJIG8EzK1btwAAv//+e4nPgRBCFEYha7ySai1/y4YHDx4UW66krTq+3TbCysqK8fPzK1c8+Vsx5N94PB5jbm7OdOjQgdm1a1ehS8W/evWK8fHxYfh8PqOvr88MGzZMsjXCt9swCIVC5tdff2UMDAwYFoslteXDzp07mZo1azIqKiqMo6Mjs3v37kK3hZCl77fqYBiGiY2NZQYPHszo6+szXC6XcXNzK3QriTt37jCenp4Ml8uVev2/fPnCdO3aldHW1ma0tLSYHj16MFFRUQV+RmXdqqOorVPypaWlMRMnTmRMTU0ZZWVlpmbNmszy5csLbI8AgBkzZgyzb98+yevt4eFR6NL3Fy9eZFxdXRkul8s4ODgw+/btK/VWHZMnT2ZMTEwYVVVVpnHjxkxwcDDTrFmzAtsjnDhxgnF2dmaUlJSk3i+FbRVS1uf4ve/jLE5SUhIzZ84cxs3NjVFTU2N4PB7j6urKzJgxQ2pbnGbNmjEuLi4Fzv8+frFYzCxevJixsrKSvOanT58uUC5/q47ly5cXqPP79xDDMMzBgwcZR0dHRkVFhXF1dWVOnjzJ+Pv7M46OjgXO37ZtG+Pp6cmoqqoyGhoajJubGzN16lQmKiqq2Ndi0KBBjLq6OvP+/XumTZs2jJqaGmNkZMTMnTu3wJYs+UaPHs0AYA4cOFBs3fliY2OZJUuWMM2aNWNMTEwYJSUlRkdHh2nZsiVz5MiRAuUXLlzImJmZMWw2W+r36OTJk0ytWrUYHo/HWFtbM0uXLmV27dpV4HctJiaG8fPzYzQ0NBgAUu/LtLQ0ZsaMGYydnR3D5XIZfX19plGjRsyKFSuY3NxcSTl/f39GVVWVSUpKKva55W9BUtTtey9evJC8ztra2ky/fv2YmJgYqTL526cUdfv+cyUiIoLp3r07o6mpyfD5fKZDhw7M27dvi41bnm19/3fm+9v3n0dlef0IqY7yt+rg96zJaPR3lOmN37MmbdUhRyyGKcdqBYQQUkmwWCyMGTOmwPBPUn3Url0bBgYGhc47rigTJ07Ezp07JZu+V0dGRkYYOHAgli9fruhQCCHVXGpqKrS0tMDvWRMsbuELqpUXkytC+uG8Vbk1NTVlWjehOY+EEEIqCYFAUGAOXlBQEEJCQtC8eXPFBIW8xWH27dsHf3//aps4vnz5EllZWZg2bZqiQyGE/ERYHJZcbkR+aM4jIYSQSiEyMhI+Pj7o378/TE1NERoaii1btsDY2BgjR46s8Hji4uJw+fJlHDlyBF+/fq3Wi6C4uLggNTVV0WEQQgip5Ch5JIQQUino6OjA09MTO3bsQHx8PNTV1eHn54clS5ZAT0+vwuN59eoV+vXrB0NDQ6xbt67A1hKEEEJ+DG3VUfXQnEdCCCGEEEJIhcmf86jZz0Eucx5T97+hOY9yQj2PhBBCCCGEkApHPY9VDyWPhBBCCCGEkArHYrPBYst4/U42DaqUJ1ptlRBCCCGEEEJIiajnkRBCCCGEEFLhaNhq1UM9j4QQQgghhBBCSkQ9j4QQQgghhJCKJ4eeR4Z6HuWKeh4JIYQQQgghhJSIeh4JIYQQQgghFU4ecx5lPoeSSKGeR0IIIYQQQgghJaKeR0IIIYQQQkiFo57HqoeSR0IIIYQQQkiFY7HkkDyyKHmUJxq2SgghhBBCCCGkRNTzSAghhBBCCKlwNGy16qGeR0IIIYQQQgghJaKeR0IIIYQQQkiFo57Hqod6HgkhhBBCCCGElIh6HgkhhBBCCCEVjnoeqx7qeSSEEEIIIYQQUiLqeSSEEEIIIYRUOOp5rHooeSSEEEIIIYRUODabBTZbxgMh2WLZ1kekUPJICCGEEEJk6vXr17gWdA0ioRA17e3RvFlz8Hg8RYdFCPlBlDwSQgghhBCZEYlEOHX6FHr36QU9PT1ERUbhcOAh5ObkIiBgMJSU6OsnycNhs8CmYatVCi2YQwghhBBCyiQkJARLli6BtbU1GIaRemzRokWoX78e9PT0AACmZqbw7+6PNm3bYMfOHTh37qwiQiaEyAAlj4QQQgghpEyePX+GX8eNxbYdWxEaGgogr8dx3bp1aOPbGvXq1ytwjp6eHgYM7I8vkZEQi2leGgHYbLZcbkR+aNwAIYQQQggpE7FIBABo1KgR1q1dj3fv3uJ1aCj69e8LbW3tYs/1btoEl69cRpvWbSogUkKILFHySKqET58+QU9PD3w+X9GhEEIIIT898f+HqrJYLIyfMA4fP36EvaN9iYkjAFhYWODmjZtyjpBUBRw59BSyqOdRrujVJVXCs2fP8OzZM4jFYuzfvx+vX78uMMeCEEIIIfIXHR0NAwMDqWPW1tYwNzcvdR1W1lYICwuTdWiEEDmjnkdSJXTs2BEAcPnyJaSkpyAmPgZ3gm+DzebAzMwMzZo2g4qKioKjJIQQQqq/hw8fwsOz9g/V0ahRIxw8cAj29vayCYpUSSw2C2yObFdHZWi1Vbmi5JFUCTk5OeByudDQ0ISJsTHq1vNE3XqeAIDoqGgcCjwEQa4AGnwNtGzZEvr6+gqOmBBCCKmekpKToKOj80N1sFgsqKmpIiUlBVpaWjKKjFQ1HDYbHFkPM6Vhq3JFySORu2vXruFN2Bv8MvSXMu3tJBQKcTjwMDxqeyAsLAxr167FmTNnsHbtGvi08ZGUMzE1QVf/LgCAzMxMBN24hpSkFLA5HDjaO6J+/frgcDiyflqEEELIT4mR0Uqpvu18cerUSfTvP0Am9RFC5I+SRyJ3VlZWOHv+LFavWY0pv00p9XksFgsrV6xE06ZNcevWTRgYGGLixIl4//4DFs5bhN/nzgKLJT00QU1NDb5tfQEADMPg/fsP+Gv/X4AY4HK58GrohRo1asj0+RFCCCE/C4ZhJIvl/Cgej4ecnBwIhcIyXVwm1Yc8ttZgqOdRrug3lcjdiZMnMOm3iYiKjEJgYCB69OhRqvPS09PRtn1bXLxwESEhz2BoaIg2bdrg2fNn+Pz5c4HE8XssFgt2draws7MFkNeTef/efVwLugo2mwN9PX00bdqUhssQQgghpfTp0yeYW5jJrL6WPq1w9uxZdOrUSWZ1EkLkh5JHIldnzpyBsYkR+Hw+7B3skZKSiqVLl2DSpMlQVlYu9lx1dXWoq6lBXU0Nqqqq0NXVxZYtWzB48GAoKZf9raukpIRGjRsBjfPuJyYm4vyl88hMzwBYLNSwrgEvLy9wudzyPFVCCCGk2nv8+DGaNG0ss/oMDQ0QExsjs/pI1cJhs8CR9QI3tGCOXFHySORKQ0MDhib/Leddr35dODjaY+WqFZg+bUax5yopKaGDX0ecP3cBqamp8Gntg0cPH+LcuXMwM//xq566urpo79dOcv/z58/459A/EIvEYLPZcHF2gYeHB82XJIQQQv4vPT0N6urqMq3Tzc0Vjx49gqenp0zrJYTIHiWPRK7ef3iP7r38pY5pamqiUZNGWLd+HXr26AljY+Miz69VqxZOnToFW1tbNKjfAFu3bIWSkhL2/L1b5rFaWlrC0tISQN6cjrA3Yfh7/18AA7DZHLi5usHd3V3mY/MJIYSQqkIko8VyvlXLvRYO7DtAyeNPiOY8Vj2UPBK5+pqQUOhxjzoecHVzxflzF/Dh/Qe4ubiides2UFNTK1CWy+Xi/fv3+Ovvv+Di6oLBgwOgp68n17hZLBYcHB3g4OgAABCLxQh9HYo9f+0BCyyw2Wy4uriidu3a1DNJCCHk5yGjxXK+p6Org7i4OBgaGsqlfkKIbFDySOQqNS0NaWlp0NDQKPCYsrIyOnbqAAAIeRqCufPnQpAjwOrVq3Hy5EnY2NigVq1aUFVVxbFj/+L06dMwNzdHfHwCcnJyoKKiUmHPg81mw9nFGc4uzgDyeibfhL7B3/v/BiNmwGazUMPGFvXr16/QuAghhJCKxGLJp1fHp7UPjh87gYBBAXKpn1RO1PNY9VDySORq6pSp2LJtC0aMGl5sOffa7nCv7Y4Xz19g245t4PFUEBnJBZ/PR40aNbBt23ZYWFjA1s4WFy9exLCRvyg0SWOxWHB0coSjkyOAvGTy8+fPOHzkMIRCIdgsNvT19eHV0Au6uroKi5MQQgiRJRUVFQgEghIXvSsrZWVlvHv3DpmZmYWOQiLVEy2YU/VQ8kjkis/nIzcnt9TlXd1c4ermCgA4cvgo5s2bB109XfTs2RPHTxzHly9f4OjoCD6fL6+Qy4XFYsHKygpWVlaSY18TvuLajatITUkFCyyocHnw8PCAg4NDiduMEEIIIZVRnTp1EPI0BHXr1ZV53R07dsChQ4cwePBgmddNCJENSh6JXCUkJEBfX79c53bv6Y8d23YgOjoaH8I/4FnIM5ibm4OR03wLWdPT10Mb3zaS+wKBAM9CnuHO3TtggYXEpES413JH/Xr1oampqcBICSGEkNL58iUCaury6Rl0cnbClctXwDAMXWT9SbDYLJkPWxVTz6NcUfJI5EpXVxc8Hq/c5/994C/cuX0HwlwRRCIROnftjKOBRxEeHg4bGxsZRip/ysrK8KzrCc+6eavJrV69GoZW+jh54QQy0zPBYSlBWUkZzo7OqFWrFu03SQghpNK5c+cOJv02SS51czgcGBoZonXr1mjRogV4qjx8/PgR69auo2SSkEqCkkciVz96NcnA0ABpaWlYuXwVpk2fhrS0VAwaNAhXL1/D0GFVK3n8VmZmJrR0tGBsYgxjk/+2KhGLxXgX9g5/H/oLjIjBh3fhcHNxg4uLC5ydnaGkRL+yhBBCFEdXT76rnffp2wd9+vaR3B80MADv3r1DzZo15douUQwOiw2OrBfMkdOiTiQPfRMlcicSCct13p5de7F3z17weDzUsK0BfX19fPjwAbZ2tvDr6CfjKCvWieMnULdBwf2s2Gw27B3tYe9oj/AP4VBX46Ndu7YIfR2KA//sh0gsBpvFhgpXBbVq1YKDgwNtFUIIIaTCVPRexwMGDsCjR48oeSSkkqDkkciVQCCAmCn7hsJisRg7t+/EixcvcPLMCZiYmiL4VjCcnJzQ1b+rHCKtWKGvQ9G5V6diy5w/eQED+w+EkpKS1EJCAJCbm4uXL17i7333wABg///Kna2tHWrVqgV1dXU5PwNCCCE/I1WeKkJDQ+Ho6Fgh7fn4tMLWzVvlssIrUTw2hwU2R7ZDkmVdH5FGySORq4yMDKiWccnt6KhoDOw/CMnJyZg1exa8m3rDv0t3NGvWDKPGjpRTpBVLna9e4vyNtNR0GBgaFPoYl8uFRx0PeNTxkBwTi8X4+PEjTp05iazMbHDYbDAADAwM4FHbA8bGxjRnhBBCyA/JysqCIFdQoW0yYPDp0yeYmJjgzp070NbWRr169So0BkJIHkoeiVxpa2sjJjqm1OXjYuPg17YDNm7ZiIZeDSTJjpOjI7Kzs6rFVUexWAy+ZslbjWhqaJSpXjabjRo1aqBGjRpSx+PjE/DoySPEx8WBzWaDxWJDiaMEW1tbuLi4VLptTwghhFReHTp0wIwZ07Fuw7oK2295xMgROHzoMD68D4eFpTkcHR0RGBiIHj16VEj7RH44bDnMeazgodU/G3p1idzp6uqWqlx8XDzatWmPk2dPwKtRQ0nieOVS3rLd4eHh8gyzwjx48BAOTvbFlhGLxeCryyapMzDQR/MWzdCjVw/49/BHt+5d4depPXjqKjhz7jT27N2NPXv3YO9fe7F//34EBwcjJSVFJm0TQgipXiwsLODr2xb37z+osDZZLBZ69e6FocOGom+/vqhbry4+fgxHUNC1CouByAebzZbLTd5ycnJQu3ZtsFgsPH36VOqxZ8+ewdvbGzweDxYWFli2bFmB8wMDA+Ho6Agejwc3NzecPXu2xDaDgoJQp04dqKiowM7ODnv27ClQZuPGjbC2tgaPx0ODBg1w//59qcezs7MxZswY6Onpgc/nw9/fH7GxsWV67pQ8ErljSjnnsUO7jmjavCl+n/E7bt64KTl+7eo1sNkcrFyzUl4hVqjLFy+hdt3axZZ59OAxHJzkN5+Ew+HA1tYWfh380L1nd3Tv6Q//Ht3QobMf1DXVcOnKRezZuxt7/8pLKv/++y9cvHQRERERVWafTUIIIfKRkZkBd/daFd6uoaGBJDEYPXY0oqKjcOjQoQqPg1RvzZs3LzQx+9bUqVNhampa4HhqairatGkDKysrPHr0CMuXL8e8efOwbds2SZk7d+6gT58+GDp0KJ48eYIuXbqgS5cuePHiRZHthYeHw8/PDy1atMDTp08xYcIE/PLLL7hw4YKkzKFDhzBp0iTMnTsXjx8/hru7O3x9fREXFycpM3HiRJw6dQqBgYG4fv06oqKi0K1btzK8OjRslciZQCAAh1O6t9nVG1dw5PBRNG3ujXat22P/wX3Izs5GfHwCNPh8iEQiOUdbQViAWgnzQG9euYkJEyZUTDzf4HA4hQ59ZRgG8XHxePn6BS5fuQyw8pbXZrFZ4CqrwNbWFjVr1oSWllaFx0wIIaRixcbGQlNTU9FhoHOXzpgwbgJatGgBQ0NDRYdDyoHDZoHDlu16DIyM6/veuXPncPHiRRw9ehTnzp2Temz//v3Izc3Frl27wOVy4eLigqdPn2LVqlUYPnw4AGDt2rVo27YtpkyZAgBYuHAhLl26hA0bNmDLli2FtrllyxbY2Nhg5cq8jhQnJyfcunULq1evhq+vLwBg1apVGDZsGAYPHiw558yZM9i1axemT5+OlJQU7Ny5EwcOHEDLli0BALt374aTkxPu3r2Lhg0blur5U/JI5CooKAiXL16CkbERGjX2Krasuro6Bg0eiHmz50MsFqNv737o2LED/jnwD0aPHg2xuOyrtlZGfI1SDEdlUKnmIrJYLBgaGcLQqOAf55ycHHz8+AmXr15CWmoawGKBDRbAYoHD5sDU1BQ2NjawsLCgbUVIscLCwnD37l2wWCy0bNkSZmZmig6JEFKIuNi4kgtVAIZhkJKSSokjKVRqaqrUfRUVlR+epxsbG4thw4bh+PHjhXYEBAcHo2nTpuByuZJjvr6+WLp0KZKSkqCjo4Pg4GBMmjRJ6jxfX18cP368yHaDg4Ph4+NT4Jz8jobc3Fw8evQIM2bMkDzOZrPh4+OD4OBgAMCjR48gEAik6nF0dISlpSWCg4MpeSSVw7Fj/6Jly1a4eO4idHV14FiKoZgPHz4Eh8OBhYUFdmzfibp1PdG0edNq0asVGRkJEzPjEsvx+WVbLEeRVFRU4OBgDweHgvM4GYZBdFQ0wt6H4eatGxCJxGCxABaLDRYL4LCVYGJiAisrK5ibm0t92JKfT3p6OszMzOBRxwN///032rVtB3v74ucHE0Iq1pEjR9B/QD9FhwEASExMRJs2bRQdBvkB8pijmF+fhYWF1PG5c+di3rx55a6XYRgEBARg5MiRqFu3Lj5+/FigTExMDGxsbKSOGRkZSR7T0dFBTEyM5Ni3ZWJiil5gsqhzUlNTkZWVhaSkJIhEokLLhIaGSurgcrnQ1tYuU9vfo+SRyJWpmRmuXbsK72beuH/vfqmSxxvXb6BOnTqoaV8Te/ftgY6uDng8XgVEK3+HDx5G9/7+xZbJzc2tFMOBZIHFYsHUzBSmZgXnBQCASCRCbEwsPnz6gNvBtyESCvP2rQQLLDYbbBYLGhqasLCwgIWFBfT19Wm7kWpMR0cHqampUFVVRUBAAM6eOUvJIyGViEgkQnR0FNr5tVVoHBfOX0DPHr3QvHlz/PPPPwqNhVReERERUt+niup1XLx4MRYvXiy5n5WVhbt372Ls2LGSY69evcLx48eRlpYm1bv3M6LkkciVhaUFfp0wtkxXlT5HfcLeXXvh39MfJqYmcoyu4qVnpEPfQL/YMkFXglDbw72CIlIsDodTbHIJ5A07iYqMQvDdO/j6NREsFqSGxrL+PzxWT18PpiamMDU1hY6OToWstkZkS0dHB09DngLI28s0KztLsQERQqQ8f/4cVtZWCo1BJBLhzJmzsLW1hba2FgwMCt8PmVQNbDnMeRT/vz5NTc1SXYwfOXIkevbsKbnfr18/+Pv7Sy0kY2pqiqtXryI4OLhAElq3bl3069cPe/fuhbGxcYHVS/PvGxsbS/4trEz+44Up6hxNTU2oqqqCw+GAw+EUW6+xsTFyc3ORnJws1ftYUtvfo+SRyFVmeiZu3rgJQ0NDODk7leocbW1tjJ80Xs6RKUZp5js+efAU7Wf6VUA0VUP+h39xvdZisRhfvyYiNiYGN2/d+G+rERYLbBYLYFjIyzVZYLPY0NLWgqGBIQwMDGBgYAA1NTXq0awENDU1kZ6eLrnP5/ORkJAAff3iL7gQQioGwzCSVbcV9Zm5edNmXLxwEb6+vtixY4dCYiDVi66urtS2cqqqqjA0NISdnZ1UuXXr1mHRokWS+1FRUfD19cWhQ4fQoEEDAICXlxdmzZoFgUAg2Zv80qVLcHBwgI6OjqTMlStXpBZGvHTpEry8il4bxMvLq8B2Ht+ew+Vy4enpiStXrqBLly4A8r4bXblyRdKD6unpCWVlZVy5cgX+/nmj4N68eYPPnz8X2/b3KHkkcmViYoKgK0FITErC2g1rFB2OQuXm5kJDs+Tkkcfl0dy/MmKz2TAw0IeBgT5c3VyLLcswDJKTk5GQkIC3H97i3oO7yMrMApvNBgOABYBh8upkGCavB5NhwOEoQVtHG9pa2tDS0oK2tjY0NTWhrq5OiecPyM3NRVpaGlJSUpCcnIzcnFzJYy1atMD169clf+QIIYqVmpaKT58+Y/WqNZg0eWKFt5+Tk4PMjEw0aNCAEsdqQp5zHmXN0tJS6n7+woa2trYwNzcHAPTt2xfz58/H0KFDMW3aNLx48QJr167F6tWrJeeNHz8ezZo1w8qVK+Hn54eDBw/i4cOHUtt5fG/kyJHYsGEDpk6diiFDhuDq1as4fPgwzpw5IykzadIkDBo0CHXr1kX9+vWxZs0aZGRkSFZf1dLSwtChQzFp0iTo6upCU1MTv/76K7y8vEq9WA5AySORo+joaPy972/o6ur+9IkjAJw5dQYe9TxKLJeTnVMB0fy8WCwWdHR0oKOjg5o1a5b6PKFQiJSUFKSmpiIpJRGfIj4iLS0NmRmZefM0WSzcuR2Mxo0b/9cW8no8AYDNYoPBf3tkslgsqKioQE1VDapqquDxeJIbl8uV3JSVlcHlcqGkpARlZWWw2Wy5JasMw0AoFEIgEEhuubm5yM3NRU5OjuSWnZ2d929WNjKzMvEh/AMszPMWJhCLxWCxWHnPlYHk3/znDOQdY5i8G5fLBZ/Ph6aGJrS0tdClaxdJPHw+X6onkhCiWC9fvMSQoYMVMhpg0MAA3L51G/r6+tVn6y5S7WhpaeHixYsYM2YMPD09oa+vjzlz5ki26QCARo0a4cCBA/j9998xc+ZM1KxZE8ePH4er638Xv+fNm4c9e/ZIFuWxsbHBmTNnMHHiRKxduxbm5ubYsWOHZJsOAOjVqxfi4+MxZ84cxMTEoHbt2jh//rzUIjqrV68Gm82Gv78/cnJy4Ovri02bNpXpOVLySOTmwoULqFevHjgcmnsGACEhIWjdyafEcgyLwZcvXyRXsUjloKSkBD09Pejp6RVZ5tXL1+jZo2eRj3+LYRjk5uYiMzMTWVlZkqQsJTklL2ET5EIoECI3NxcCoQBCQV5Sl79lTf6wMQb//5dhwGaxkZ6eXmJvKMMwkvPA5N0H8pK7/CRVSVkJykp5iStXhQuuMhcqKirgqfCgpaUFFa4KeDweVFVVMXvubIwfL5+h5plZmXKplxBSemKxGGPGjkGL5i3w9MlTdOzUsULb//TpE8LDw+Ht7Y0FCxYU6AEiVReHzQZHxj2F4h+sLygoqFTlrK2tJX8/v1WrVi3cvHmz2HN79OiBHj16FPl4eHg4mjdvLnWsefPmePLkSbH1jh07Vmqhn+/xeDxs3LgRGzduLLae4lDySOTm/IXzCA4OxonTxxUdSqXAU1Mt1T6H46eNw4IZi7Bm7eoSy5LKpSx7keb3PKqoqEjmQVRVH95/QGxsbIElwmUlIyMD6urqcqmbEFK0/M+0gIAA/DZ1Mk6fOoNatdwqpG2GYWBpbgV391r4mpiI58+eY8H8BXB0LHnVdlJ1sNkssDmyHU3DlvECPBWNYRgEBQXh1q1big6lUJQ8ErnIysqCUCjEtOlTYWtrq+hwKgV1fsHNZAvD4/HAZrORmZlZ6Aa0pHISi8VgxAWvQP4MXF1csWfPHkybNk3mdffp0wd7/9oLrjJXMpT2119/BYD/5qR+QyAQ4NChQ8jJyYGKigqio6PRvXv3AvtuVUbyTMAJKY+lS5ciIzMDpmamuHP7DsZPGFch7Q4bOgxR0dHIyMhAdk4Onj97jsuXL6NJkyYV0j4hisRisfDp0ydFh1EkSh6JXGzYsAGqqqoYMGiAokOpFCIiImBsWvplkPsO6YtNGzfjtymT5RgVkaWMjAyolfICQXUzd+5cDBo8SC51q6ioSCb7A0DE5wjs/WsvxCIxWGwWPn/6jKlTp0JVVRUZGRmYPXs2Jk2eJBleLBaLcfPmTVy9ehUxMTGYOXNmpVvgSCwW4+SJkzAzN6PkkVQaISEhiImNweI//wAAzJ09T26rrGZnZ2P1qjWYMXM6RCIR/vnnIAAgJS0Zy5Yux5I/l8DJyanIffpI1cVhs+QwbLVyfcZXN5Q8ErkYMmQIpk6dig1rN0IgEMDYxAh9+vVRdFgKc/zf4+jUs/RzRJxdHHH6yGk5RkRkLT0tHdqa2ooOQ2EiPkdUSDsWlhboZdlLcj8kJARbtmwBi8UCX4OPCRMnSM1LZbPZaNasGYRCIX4Z+gsOHDgADw8PODs7V0i8JQkODsaN6zcQHx+P5SuWKzocQiTc3d2lFhVr1boVrgddR/MWzWXe1tEj/+LAgQOYMXM6oqOj0aBBA3BVuDh29BiuXL6C8ePG036OhFQSlDwSudDS0kJ8fDxYLBacnJzwLOQ5noU8R5u2bdCiZXNFh1fhviZ+haGRYanLP30cAjGtJlelpKWnV/m5i+WVm5uLiC8Vkzx+z93dHe7u7iWWU1JSwspVK6GhoYG///obTk5O2L17N5KSkqCrqyvVu1kUgUCAN2/eSK2I9yOuX7+OqC9RUOGqYMnSJZWuR5T83MRiMbKzsyX3mzb1xuI/Fss8eYz8EokXz1+gUaNGOHnyFJSUOIj4EoEmTZrg8uUraNKkidy2XiCKV5W26iB5KHkkcsEwDHr26okOHTpALBaDx+OBYRhs2Ljhp0we+ZoaZSqvo6ONr18T5RQNkYe01NSfdjN7JSWlKjHfM79H0tjEGA8fPoSSkhJGjxmNgwcP4sqVK2jRokWRXzqePHmCq1ev4t27d5gwYQIcHBykHo+Li0NUVBScnZ1L3Kc1NzcX27dtR3x8PKwsrdCocSMoKdGfY1K5PHnyBBvWb8Co0SMlxwyNjPD27dsybXNUEjNzM1haWWL79u0Qi8R48+YNjI2NkZCQgJcvX2LC+AmIiYkpdqVrQkjFob9WRC5u3boFV1dXqfkJLBYLqampWLdmPbIyMtGmbRt4eJa872FVJxaLoc4v20qR82bMhwa/bAknUay0tLSfNnlks9mIiopSdBil1r59e0yfNh2tfFoBAHr27Il/j/6LlStXIiwsDNu3b5cqf+78OWRlZmHU6FEQi8UYMXwEmjZtivfv38PM3AwssGBhaQETExP8+eefGD9+PC5evIgnT57gxYsX+OWXX9C5c2cAQGhoKC5fugwzUzPExMSgRasWsLa2ruiXgJBCpaWl4fTp08jIzICTkxMsrSyRm5sruSAyZMhgrFq5Wubz8RlGDENDQ6SlpcHIyAgRERFwcnSChbkF1NTU4OLiItP2SOWRN+dRtqMuaM6jfFHySGQuNTUVN27cwNRpUws89vus3yX/PXPmTFjZWEFXV7ciw6twQdeuw8XNqUzn7DywA6MCxiAyMhJmZmZyiozIUmpKKpzsK8c8OkWoXbu2okMoNRaLhaXLlkrus9lsdO/RHQAQeDgQ06dPR8OGDWFjY4P79+/D0MgQ7dq3AwBwOBxs2bqlyJ5Cc3NzbN++HXXr1gUDBgYGBujYMW++c0hICPbu2Ysxo8bAwdkB79+/h5WVlZyfLSHFYxgGd+7cQWhoKFTVVOHr6ytZ6btNmzZSySObzUZOTjZSUlKgpaUlsxhiomOxdOkS9OnTF0OGDIGenh4YMNi2bVuJPfmEkIpFg4KJzH3+/Bk+rX1KLDdnzhxsXFf+TUqrils3b6GWR60yncNms7F+x1ps2rC50A1oSeWTmpr6Uy/o8P79e0WHIBM9evbAjJkzEB0djU+fP6Fvv75o06aNVJnihpjq6elh4KCBCAkJQXf/7ti1a5dkKOz79+/x6dMnXLxyEV+/fqXEkSjUixcvsHfvXuzatQt8DT769uuLrl27Sm0RlZuTCz6fL3XemLFjcOTIUZnGEhUdBScnZxgaGgJgMGnSJHwM/0iJ408gf86jrG9EfqjnkcjcufPnMHr06BLL5c2DrICAFExJmV2u5cW5XC48GtbG0MFDseiPRTA1M5VDdERWcgWCn/qLTkZGhqJDkBkul4uAwQHlOvf+vfu4fv06Jk2aVOBLd7du3dCtWzcZREhI2TEMg4cPH+L5i+cAAHt7e/To2aPYhZpi42IhFAqlLphoa2vj86fPMt22o3bt2li/YT02btwIJSUleHh44MyZMzKpm1RubDZb5lt1iCh5lCtKHonM6enqlfqqD5vNRmZmptSVzupGXaP8cxfbd2wHJxdHHDlyFOPG/yrDqIisicViRYegUC4uLnLbA66yYxgG14OuIzw8HA0aNMCcOXMUHRIhEuHh4bhx4wYEAgE86nigT5/Sb5s1YcIEtGzeCjduXZc63rJlC5lu2xEUFASuMhfdu+cNH//y5QsEAgFsbGxkUj8hRHYoNScyJRKJwKD03YkCgaBaJ46JiYnQ1f+xOZ02NWwQ/jEc8fEJMoqKyMPPvrXK2DFjcf7ceUWHUeGuXrmKnTt2wtbWFqNHj4anp6fM6k5OTsaxY8cwatQonD17FkKhkIaxk1LJzMzE+rXrsXPnToS9DYN/d3/069+vzPubWltbw6OOBzZu2CR1vFnzZrh79+4Px9m1SzfoaOnCzc0NK1euxIMHD/Dnn3/i4cOHlDj+JDhsjlxuRH6o55HI1OXLl9G0adNSl+dyleUYjeId+/cYmrRq8sP1zJg/DVvXbsHvs38vuTBRCNFPnjwOGDAAi/5YJFlYprrLzs7GoYOH0LhxY/j5+cm07qSkJMybOw91POrA29sbjJDB2TNnERISggEDBsDc3Fym7ZHqgWEY3Au+h+sX7yAlOh1pKenoOaYj6tar+0P11qtbDwkJ8QWOq6mp48uXLz/0fsxIz4CLiwsaNmiI6OhoeHt7w83N7accwUBIVUHJI5Gply9fommz0ieP1X1vs88REbCw/PEvenw+HzExMVKr3pHK5WcftgoA7969Q0ZGBtTVy7Y1TVXz9etXBB4OxLBhwwrMa/xRt27dQlhoGObPnQ8ul4ut27eioVdDrFi5AjweT6ZtkeohKioaR/b/i9hPX6HDMYKlnhNgBnxR/oSwsLAfTh4vXbqEzVs3FTg+eswobN60Bb+OG1vmOvfv2w99fX208W2DEcNHgMvlSlZep/f5z4XDYoPDku1ASFnXR6TRq0tkJi0tDSamJqUuLxaLoVLN/0ioq6nJ7Apq/6H9MG/ufJnURWRPLKLksXnz5jhx4oSiw5CrlJQUHAk8gvHjx8s8cUxLS8PbN2/Ru1dvcLlchDwLgaWVJRo2bEhfqImUjIwMHNx3CH/MWIot8/dCN90Krob1YKZnKSmjr22E8/9e/qF2zp8/DwdHh0KnlygpKeHr1wQIhcIy17vkz6Xw79YdHTt0hLGxMR4+fPhDcRJCKg4lj0RmFv+5GL6+vqUuz2azoaGugb/2/FVth/ypaciuB6ZW7VpI/PpVZvUR2RKJq+d7uCwCBgVgzeo1ig5DbjIyMrDv730YO3aszJeCFwqF2LNnDzp17AQAiIyMxMPHD+Hv709D+AgA4M2bN9i8disWTl2KxRNXIf0lGzVUa8HJzB0cTsE5XjwuD/oaRuUeFfH+/XucOH4CM2fNKLJMjx49cfbsuVLV17ljF5z7f9mAwQEYO3YsXFxcAKDAdjjk50FzHqseSh6JzNjZ2kFVVbVM54wYOQItmrfE7FlzcOH8BanHIiIisGrFKmxcvwk3rt/Ao4ePIBAIZBmyXD159AR29rYyrVOJq4SbN27KtE4iG+W5+l4dubq64vGjx4oOQ+YYhsHu3bsxduxYmQ+3T09Px+pVq9GpQyfJZ+iuPbswZswYmbZTWjdv3kRMTIxC2ibSxGIxNqzchAlDpmLv0iPQSDSDHb8WXM3rQl215J5vVQ6/XL+PDx48wLZt27By9Ypiy7m4OuPF8+cl1vcs5BmuXbuG7dt2wMnBGbk5uVi/fn25trEihChW9Z5wRipMZmYmlMu5+I2NjQ2WLV2Gw4cOY8WSFUjPyAALgL6BAUaOGAUlJSW8fPESX79+xfw5C+Dk7Ii+/ftW+qvx586dw/Bxw2Ra57J1S9G7Ux+oqKigXv16lf41+JmIhDRsFQC2b9uOsb+OxWbPzYoORaZOnjyJHt17yHz4qFAoxIb1GzBi2AjJF+nw8HDY2tpW6EbX4eHhuHThEpS5ynj27BmWLF1SYW2Toi2avQR6OeZoYN2iXOc7WdTC2uXrsffg7jK9n16/fo1evXqW6v1uYGCIDx8+oEaNGkWWmT17DoyMjPLeZ5cvwcLcotSxkOqNw5L9Po8051G+KHkkMrF3715079H9h+ro2atnkY/Vq18PANC2bVuEhoZixdKVmDRlotRQnczMTMTExKJGjZKX905JSYGWltYPxVuS+IQEqPNlv3CIl7cXFixciBXLl8PRyVHm9ZPyqa5Dr8tKSUkJQUFBig5DpuLi4hAfFw9ra2uZ171z504M7D9Qqgcm+G4wBgwaILmfkJAAfX19mbcN5PVsnT17Fmkpaejfrz+AvCkFxfUIHT9+HCKRCP7+/nKJieRZu3w9tLKMoKttUO46+GoaaGHfAVPHz8CK9UtLfZ6/vz+mTZuGdevXllh26C9DsGH9BowbP67IMhnp6ahZ0w7Xr98odQzk58Bhs2U+zFTWySiRRskj+WEZGRng8XgyXzyiKI6OeQnT9CkzoKqmCjaLBVWeGgQiAVSUVeDuUQvNWjQDh8PBnVt3EBb2FpmZmWCz2GBz2EhLS0N6Whr4GhpQVVWFWCSCh6cHIiOj8PHDR2jraMHKyhqNvRtBW1u73HGqcLnIysoq81DekoyfMg5u7m5Yu3YdtDQ1oaSkhEWLF8m0DVJ2lDz+JysrS9EhyIxYLMb+ffsxbdo0mdYrEonw7NkzcJW5Up8zSUlJyMjMQGZmJho1aoShQ4ciLTUNRkZGMDIyQtt2bX9oxMGpU6cQGxMLLpcLsVgMFlhoUL8BLC3/W2hFiaMktWquQCCAsrIyTp86jejoaNjXtMenT5/KHQMp2YG9B5EdwYalvukP16WraQDRl7Kdo66ujuSkZERHR8PEpPiF8NhsNr5+TZS8TwrTp29fODuVbY9JQkjlRMkj+WEnT55Eh44dKrTNGTOKnsB/4sQJrFi6EiKxCA0bNMTIESNLrO/e3Xto37a95Or+u3fvsHPrLuQIcqChoQEjI0M0btIYZuZmpY6xhm0NxETFwMZW9hsdt2zTAi3b5A1jWjCdEsfKQCSiOY/5NDU1wTBMtRhW/dfevzBo0KBCFyR5//49cnJyYGNjg9WrV2PmzJmlqlMsFmPRwkVo3rQ5enaXHnERGxcLfQN9LPlzCbIys9CjWw+oq6sjNzcXd+/dxaRJk9Ctazd4N/Uu0/M4evQooiKjUMu1Flr2alnsz0ZFRQXbtm6Djq4OdHV1Efo6FNeCrqFh/YaY8tsUAMDbd28hFosrdGjtzyIhIQGPrz+Hp/WP7xGcjwU20tPTy3SRN+9vn1Gpyvbp2xunTp1Gt25dCzzGMAwyMzPw8uVL+Pj4lLp98nNgy2GrDjYNW5UrSh7JD0lNTUVWdlaF9TqWRufOndG5c+cyndOgYQOp+3Z2dpg2/b+ehoSEBBw+fBixsbHga/ChoamBuvXqws3NtdAvlQDA4SghKTEZNrJdM0fKplWb0cRbdl8wSPkIhUKwWbS6W77k5GREfomEuUXV3sx+x/Yd8Pb2hpmZ9EWj/KRp1apViIuLQ61atRAfX3AT9cJkZWVh+/btCBgUAAP9gsMRlZWUceDAAYz/dTz69u4r6f3jcrlo6t0UTb2bYsOmDbB3sC/VF3uGYXD48GFYWVihXZt2pYqxfbv2SE9PR3ZONnJzcuHTwgedOnSS6p1s0qgJzp87j/Z+7UtVJym9jSu2wt28QckFy8DTpjEWzF6EZatLP5dVVU0ViYmJpRoy7ejoiMBDRwpNHl88fwErS2v06dOnTDETQionSh7JD9m3bx/69e+n6DDkTl9fH6NHj5bcFwqFOHPmDE4eOwk1NTVoaGrArqYt6tWvB01NTQBAcPAd9BncS65xvXrxCr/99ptc2yAlS09PB1+j8lxAUbS6nnWRmJRYpZPH7du3w6O2B2rXri11XCAQoG3btrC3t0dGRgZycnJw6NAh3Lt3r8i64uPjERMTgwf3HyAnJwd9evaRJIXf09DUgLOTM5o0Lvqi0PBfhmPJsiUYM3YMLCwKX3hkxfIVGBQwCJs3b0b3rt3LPF+Tz+dLXRT8NnEUi8VYs24N9PT1KHmUsadPQ6CczoeSYfkWoCtKYlo8bO2LXtCmMFZWVoXu71gURycHBN8JhlcjL6njDo4OmDN7LiWPpFDy2FqDtuqQL0oeSbkxDAOOEgdcLlfRoVQ4JSWlAj2cT548wbbN25GbmwsNDT4YsXyH7UV8ikDLVi3lVj8pvfT0dLkvwFSVsNgsXLlyBbVq1VJ0KOVy8eJF1HavDW9v6aGhKSkpCAoKQp8+feDb1hfTp02HtbU12rVrh8DAQAQEBEiVF4lE2LJ5C0xNTKGlpYVePXqV+JlgaGCI+XPnF1uGy+Xit0m/oWPnjrhw8QL4fD6eP3+OI0eOoFevXkhMTMSp06dw7949LF+2HIYGhuV6HYoSGxeL+w/uw6O2By5fugyf1j6YPGkytHW0oaaqhoDBAdDT05Npmz+L04fPwdbQXeb1ZmSnw83RrUznZGZmlil57NGzByZP+q1A8piWloZGjRuVqW1CSOVFySMpt6ioKKjyZLsYTFXm4eEBDw8Pyf25c+ciKTEJOro6cmlv8dw/sXXbVrnUTcomPS0dujq6ig6j0ujTuw9u3b6l6DDK5fTp09DT1UPTpk2ljp85cwYLFy7EuHHj0K9/P0RFRYHP5+PIkSMICQmBgUHBIah79+xFl05doKMj+88ANTU17N65G4cPHYaYEUNPRw9TJ0/FmnVrYGpiih7+PaCkrCTzxBEATIxNcOv6LQiFQvQb2A8ZGRkIvhuMiM8RuHH9Bhb/sRhTpk6BsbGxzNuuzh4/egx2qhog291gAAC6GgZ4+uQpmrdoXupzyrPYW3Z2NnJycqRW692xfSd+m0wjZEjh8lZblfFWHTQXW64oeSTldu3aNXTuUra5hT+TLl264GbQLXTq1lHmdX8K/wQbaxuZ7zlHyiclJaXQ5OFn1blzZ2zYuEHRYZTZ0aNH4eriKjVUNTo6Ggf+OQBvb29cC7omOX7yxEkIhUK8fPmyQHKYlZWFg/8chKuLq1wSx3yWlpboa9lX6tjkiZPl0pZQKISSkvRXBoFAgBVLV8C3vS8iIiLQskVLdOnaBWrqamXqsSJ5zh65BFtD+fTW62sZ4uzd62U658uXMi7RCqBZs6b4+699GDwkQLIegJmpmWQ6ByGk6qPkkZQLwzDIys76KYeslpaHhwf+OXgApmYmqNugrkzrXjBrESZNniTTOkn5JaekwNZKjisjVTGZmZk/tM2NIty5cwcnjp+Q7HX48OFDPHjwACamJhgxYkSBhbFYLBaaNGkCMzMzhIeHw8jICElJSTh96jSEQiHa+barUl+YIyMjcerMKRgZGsHExAQ17WpKDT3dtGUToqKjsH79etjWsEV2djYMjQzRtUtXzJgxA87OzkhPT0eLFi2QkZFRpZ57ZcAwDNLiMwHLksuWB5vNhouFB7Zt2oHho38p1TlKnLJ/RezZqyeuXLmCX4b8gjFjx6JuPU9ERHwucz3k50FzHqseSh5JuTx69KjAQhKkoGVLl2PBwgVITkqBT9tWMqtXVZUHyyIWyiAVLyU5GaZeP74fW3Whra2NmzdvIjs7u0r0jmdnZ2PxH4sxafIkbNmyBTweDzXtayJgcECR5wTfDUb7du0RnxCPkydPIjUlFfv27UMNmxrYuH5jldrCIi0tDRcuXUAb3zYwMDDAxYsXkZyajISEhLye2Fq18enzJxgZGSEiIgJbtmzB3Llzi9zTryr8zCub+3cfQE+tdNtilJeNkT1OXN2PX0YOKfH9mZmZCZG4fHvXtmrVCq1atcKK5StRt54njcogxeLIYasOWddHpFHySMrl0aNHGDhooKLDqBLmzJ6DJcv/lGnyyOPxEBMbAyNj+X7ZIKWTkZFJPS3fMTQ0rDJJRJcuXbB06VK4u5d+oZJt27ZJRl506dIFAODb1hcHDhxAtx7d8G/gv5U+gWQYBkKhEEf+PYLhI4ZLns+AAQMkZU6fPo2169ciKzMLkZGRMDAwwPjx44tMHEnZPXn4BEf2nEQds8Zyb6tuDW+sW7MeEyaNL7acqqoqcnJyfqgtAwMDzJ0zD3q6NB+ckOqEkkdSZtHR0dDTp5X0yiI2Jk6mm6a369wOEZ8iyvRll8iPWFS+K/TV2Y9+8axIrVq2KvPvUmFD9o2MjDBx4kQ0bdoUixYvwpzf58gqRJn58OEDHj5+CBWuCh49eQR3d3d41PEocgqCn58f9PX1IRAK0LRpU7Rq1Qpubm5wc3OT2r6IlE/oq1AE7jhVIYkjALBZHPA1+EhOTi52aDmLxYKlxY+NoR0UMBAvXrwEI8rba7Rnz54/VB+pnmjYatVDySMpsytXrqBDxw6KDqPKCA8PL/fwn8KsW74eiQlJGDhwQMmFSYUQicWKDqHSKWofw8pIIBDItD5PT0/cv3cfy1ctR3ZWNgDAwcEBzbybwchIcaMF9vy1B2ZmZujVuxeSk5NRr0E92NnZAQCeP3+O+/fvIzExEcOHD4eWlhZu3ryJrVu2ol79ehCLxHj18hV69+6NjIwM6Onp4caNG6hbty4tjvMDzhw/DzfTehXWHo+rivnzfsfxg6exessy1KxZs8iybA4bkZGRMDMzK3d7796+RauWPmjYsGG56yCEVC6UPJIyYRgGqampUstwk+ItWfon/lyzWGa9jkkJyVi2fKlM6iKyIRZSz+P3kpKSfviLZ0URCGWbPALAqNGjJP+dnZ2NDx8+4Pa92/ia8BVZ2VnIycpBVnYWOGwORo0YBV0ZDe3L/4zO33f09p3bSEpKQge/DmCxWZIVsr/dhuHt27dIS0vDsmXLsHTpUskQbG9vb7x+/RpdOnYBn88HAOTm5mLf/n0wNzWHro4utm7Zir79+io0Ka6q9u36B9kxDKBfcW3qaOhiTPcpsDVxwJql67Fxx7oiy/bs0RP/HPgHk6eUb3G2oKAgHDt6HLXc3GnbFlIkNpsl86012Gz57bFNKHkkZXT//n00aNhA0WFUGavXrMag4QNlNj9ILBbjS2TZl08n8iXLnuXq4uyZs+jYoSMeP3ms6FBKJBKJIBKJCqyoKis8Hg/Ozs5wdnYu8FhqaiqOHDmCj+EfIRaKUaNGDQDAo8eP4Ovri1YtWoHH45V6/uS1oGvYsXMH9uzagxGjRqBRo0bIyMjAhYsXkJSUVKB8WFgYDh48iMyMTHTt0hWdO3eWXOgKCQmBgb6BJHEE8obrDhk8RHJ/6OCh2Lp9K7Q0tSBmxPDv7g91dXXqjSyFN8/ewV7bHUmpX6GjWXFTQWqa5b0PueLi93HkqnCRm1u+4ee3bt3C+zfh2LVtN/Yd3Ac3N7dy1UMIqXwoeSRl8vz5c/Tr30/RYVQJDx88hImlMdzcZfdHc/vGHejdp7fUscTERHTu2AU7dm6Hg6ODzNoipScWM4oOodJxd3dHZmamosMoFQN9A8THxyukd0RTUxNDhgwBwzA4efIkMjMzkZCQgPETx+Ply5eYu2AuNLU0ERUZhc0bNpdY3/v37+Ht7Y23797C2MQYN2/dRFxsHNhsNmbOnFmgvIqKCubMmYNdO3dBU0MTnz9/hpWVFYC87Ur69OxTbHtKSkoYM2oMgLzhv/sP7EdOTg7SMtJw4cIFrFu3Dp6enuV4Zaq/x6/uY9ODtUhM/opBHUfCt26nCm1fU1kX7969kwxd/p6hoSE+fS77NhuPHj7CyWOnMXPqTLBYLNT1qIv169bj8ePHaNuuLXr16vWjoZNqhOY8Vj2Veyk4UqkkJCRAS1tL0WFUGYFHD8t0hVUAUFJWwvat2yAUCpGQ8BV3g+9izuy52Hf0b8yeNRtpaWkybY+UjlAoVHQIlZJIJMKbN28UHUaJrG2sERsbq9AYWCwWOnfujD59+uDXX3+Fvb09unbtihUrV2DOnDngcDhITEwssZ7omGjExsXin0P/YOHChTA2MoZHHQ9Mmz6t0PL5iaKrmyuEYqHkPpC3V+3tO7dL/RyUlZURMCgAI4aPwG8Tf8PFcxexetXqQns8CbBx2wZ09OuEtj7tEB4bVuHtO1m4Y9eW3cWWcXR0LHO9p0+dhl87P8nwZydHJ3Tp2BWZmZmF9r4TQqoW6nkkpXb69Gl08++m6DCqhIcPHqJWnVoynxs6dOQQNG7aGL/PnI34hHjU9qyFJWsXg81mw9TCDElJSdDQ0JBpm6RkYlowp1CvXr5Cp86dcO78OUWHUixnZ2eEhoZW6tWL2/i2wYrVK5CTkwMjQyNM/W1qgTJPnjyBZ11PWFlZwdPTExwOBykpKXBycip2zvXt27fRuHFj1K9fX+p4nTp1cP36dbRu2xp7du4p8/xVFouFBfMX4M8//8TixYuhpERfOb517fJV8NRVYGRsDGNrq5JPkDEel4fM5Nxiy5ibm+PKlSto1arkC6HJycnYsX0nLEwt4d3YW3JcJBIh8GggevfpTcNXSQG0z2PVQ5/kpFSSkpKgpKxEe3uVQmTkFxz+9xBmLSg4REwWHJ0d0H1Ad9g72El9GatT3wPXrlzDoMGD5NIuKRr1PBaOy+WCw+FAIBBU2s+O7OxsHD50GJ06V+yQwbLq3LkzOnfOW+zm91m/I+xtGOxr2kuVefn6JYaPGC65zzAMhg0fhkePHhVZ75nTZwqds5ueno5NGzdBV0cXa1evLffCR8ZGxqjnWQ+rV69Gv379YGpqWq56qiPbmrYwNjPBgtkL0bh1W4XEoCRSQXZ2dpF7sj5/9hzTZhS8UJEvNTUV27ftQE5WLkyNTTCw90Do6xtIlfn0+ROmzZhapbbvIRWHw5LDsFUWDVuVJ0oeSakcO3YM3Xt0V3QYVcKo0aOx59AuuW4Q7uxScChR4tdE1HbzkFubpGjU81g0kUiE8+fPo2PHjooOpYDQ0FDMnDETQ4YOgYuLi6LDKbVevXth7969+GPRH5JjQqEQPFXpBODNmzcICwvDxIkTi6yrWfNmuHjxotQxgUCAPxb9gfG/jpcMPSyvpyFPcfzEcSQmJcLJyYmSx280bdYUANCqVUvMG/8n3FTrl3CG7NkZOePvPfswbOQvhT6uqaVZILFMSEjAnl17IMgRwtjIBP17DoCBgUGh5wPAkmV/Yvbs2XL9m0gIqTiUPJISxcTEQJ2vXml7DioTsVgMFzcXhbxWrdv54Nn95xXeLgHEIkoei7Jzx04EHg1UdBgFHNh/AKFvQnHw0EFwuVxFh1NmrO+Wog++GwwvLy/J/X379uHYsWPYv39/sfXw+Xx06yY9HeH+/fvo2aPnDyeOAKCtpQ2POh6YPHmyzLYrqm64XC5MaxpCnCoCu4IX+jDWNcW1JyeLfLxr167o37c/Zs3+HceOHoMyRxlmpmYY1G8w9HRLt0JsWnoaLCwskJmZSavwkgI4bLbMt+qQdX1EGr26pFgMw+Dw4cPo0KGDokOp9MRiMX4d/yt+GT1UIe1bWVshNLTyL05SHYlEtFVHUfT09KCurq7oMKSkp6cj4ksEFixYUCUTx7S0tAIrZL4JewMbGxvJ/Y8fP8LS0rLI4YiFefDgAdq3bw8nJyeEhobKJFZra2tYW1pj+rTpMqmvumrUvCGiEhSzDRNbUPjFzidPnuDvv/6Gi7MrXj59hXGjxmPKpKno27tfqRNHAPj06ROmT58Od3d3rF+/Aenp6QXKBAYGYtiwYQh5GlLu50EIqRjU80iKtX//frRr346Gm5Rg9+7dePfhHUaOHwFDo6KH78gTm81GriAHycnJ0NbWVkgMPyOGYfD+/Xts2boFShwlsNgsqKqqQoOvAQ1NDWjwNaCurg5VVVWoqalBVVUVqqqqcttTsLIQiURIT09HZmYmRMLKlVwHHg6s0hfEjgQeAcMw6NmnJxbMWwA7WztwuVzJHOj9+/cj4WsCOnUsfh7n8+fPkZaWhkaNGgEArl29Bj09Pejq6iItXXYrN7dv1x42Nja4dvUaWrRsIbN6q4tbN27hyoUgGKralFxYDtTZWggNDYWjoyOuXLmCa1eDoKOlAxdnZ0ybNP2HL7D8tftv/L3/bwQMDICuri7Wr9uAKVN/k5qzf/LESTRv0Ry7du5Gl66d6X3yE6Gex6qHkkdSpHXr16Fly5YwNzdXdCiVWmTkF8R+jcX0eUUvKlBReg3oib/2/I1xE35VdCg/DYFAALuadhg+8r+FStLT0xEfH4/EhETEJ8bj7fu3SEtLkyRT2VnZYBgm76IMC+BwOGCBBQ6HI7lQw2azpf4byFu9UuoYA4AFsPL+T/Ivm82W/DeQl+CyWCzJv/kYMQMx882Q2/9vVylmxGCxWFJzOUUiERiGASNmwICBWCyW3BiGAcMwEIqEEIvEknbU1dWhxldDdla2rF/2cktPT8fLVy8RMDhA0aGU28SJE5EryMWZM2dgbmaOoOtB8G3rC7FYDDabjdevXyP0dSjWrF5TbD0f3n/AqdOn0KhRI4SHh8PGxgavXr+CQCCQ+cqoTo5O2L5rOyUF3/n38DG8DvoMG/1aUNZQzNQQZ8vaWDRvMTzreaCuRz3MmTFHpheM7WztMH/OfMn9AX0HYPSo0diydYuknb/3/Q0AcK/ljmfPQ2BrZwtLS0uZxUAIkR1KHkmhBAIB1NTUYGtrq+hQKr1ly5fj9z/ks7JqWdk72mP+zAXo268P9A30FR3OTyEjI6PAsEw+nw8+ny81jPBn9enTJ9y+Vfq9AuUt9HUo/Pz8qvT8OwtLCwBATHQMVFRU8DniM1xruaJTp05gs9lo3aZ1iduO5OTkIDAwEJMmTwLDMLh27RratWmHXbt3oVGjRhg9erTM49bU+PE5lNXJ82cv8PDyC7iZ11VoHGo8NTjWdMSvo8ZVSHvqaurYvmM7nJydMHbsWKk1Ah4/eYzdu3bjzOkzGDV6VIXEQxSLzZb9aqsVPXf4Z0P9uqRQBw8eRPv27RUdRqU3Y+YMdO7RsUzziuRt1oKZuHr1mqLD+GlkZmTKZGGR6kgsFmPdmnXo1auXokORMDI2wokTJ3DhwgVFh/LD3N3d0X9Qf3To2AE1atTA8ePH0a5dOwhyBdDV1S32XA6Hg3Hjx8HR0RGTJk6CKk8VWlpa8G7ijSdPnkCQK5B5vFU5YZeHf/edVHjimC8np/j9HmVJSUkJN6/dgipXFVs2b5F67M6dO+BxeTA2MEF0dHSFxUQIKT1KHkkBqampEIqE0NHRUXQolVpiUiJMLIxRr2E9RYciZf2KjfD2bqLoMH4aGZmZ0NLWUnQYlU5iYiKmTpmK3377rVJtDm9hYYEVK1YgJCQEHz58UHQ4P6RX715o1LgRvnz5gtjYWBw+fBj16tcDl8vFlClTij1XSUkJ9evXx5TfpmDyxMno3DFvD0l1dXUYGBjAzLR8+zoWhxEzMq+zqtq742+o5Raf4FckQY5sLxaIxWJcvXalyMfda7mjX5/+UFfj4+bNmzh48CAaNWqE2KhY2NjUwLXrVxES8kymMZHKicNigcNiy/hGF6rkiZJHUsA/B/9B165dFR1GpffwwUNY17BWdBgF6OrqQJ1fuVa3rM7S0tKgr09DhL+35M8lWLhwIUzNKt++fkpKSvjtt9+wfv16RYfyQzIzM5GbkwtnZ2cYGRkhOzsbzs7OyM3NLfWctbp160r1UpqYmKBJ4yaoV1f2F8W4XO5PvVG8WCxGTEwMZk6cg68vsmGua6XokCQEAtkkj7GxsVi0ZCHWb16H129f48WLF8WW79GtBzTVtPDs6TMMHjgE8fHxEEMEZ1dnJCZ+lUlMpHLj/H/YqqxvRH4qz+VgUimcPHkSHh4eUFFRUXQold6nT58gQA5ycnIq1es1fto4jBw+Eu7u7hg2YliJw9fIj0lPS4OONvXSf2/EyBHYsX0Hxo2vmHlU5SGP3rWKEhcXh2P/HsOoUaOgq6uLmzdv4sSJE2jQsAFMTUuXsD979qzASrgd2ndAh/byWYnW3MwcHz58gJOTk1zqr4wEAgFO/HsSr5++xdfIZKhzNeBgUgdc5crzNwMAcrLKP2z1/Yf3uHzlEh48fojmzZph6tSpUFdXR25uLnr17oV9u/cXumKrpp4G9PX08SEsHN27dsfp86fRrn071KtXD07OTsjOrjwLbRFC/kPJI5FITEzE23dv0bpNa0WHUiUMHToU27dtx7jhEzB70SyYW1SOVWkNjQyxYtMKqKmpYtak2di4aYPM6s7NzcXY0b/CydkJKioqMDMzhZOzMywtLSrVvM+KlJKaCju7mooOo9KxtbVFTk4OIr9Ewsy88iVpixYuwpAhQxQdRrklJSWhdu3aMDQ0xIwZM/Do0SP06t0LQUFBGD2q5MVu7t27h7iYOPTp3acCos3rJX34+CGGjxhecuEqJDY2FscDTyEpLgliAQs52TkQiARwrG0HB6eaCNx9AnbarrDju+O7rTkrlZyc3AKrMRcn/GM4Lly6gITEBJibm2H4mOFo/LIxor5ESRYQ43K5mDhhIqbOnIpZ02bCwMBQcv71G9fh6+sL2xq2yMzMxPVb1zFn7hzJ4zSa4+dBW3VUPZQ8Egk1NTXk5lbcpPmqjs1mY8TIEWjUuBGO/nMU46eOV3RIEtr/n4OnxldDUlKSzOavfv78GS1atED//v0B/LeSZuChQAgEAnC5XPB4KuBwOOByuXkJprkZbGrUgJmZaaXbLF4W0lLTYGCgmL09K7tJv03C/HnzwVfno2u3rqhZs/Ik2ZmZmTAxNVF0GOV2584djBg+As+fP4evr6/ki3fg4cBSJQB2dnZ4//Z9hS1is/fvvahhWwMaGhoV0p68MAyDyxeu4On9Z0hNyASyOLA3dYWmklneNyrVvHJZ7zNx5eE9eJp7KzTe0uIwbGRnZ0NVVbXIMolJiThz7gw+RXyCiakxRowZLjWf2d3dHefPnodfez/Jsdi4WFy8dAGxcTGwMrfCksVL8fzFc3Ts2gHv3r3D8uUrcOjoQQweOrhAe8OHD8fMmTNhbW0t0+dKCPkxlDwSCS6XC746X9FhVDkPHjyAcSX9EsrnqyE2JlZmyWPYmzA0bNhQct/KygpWVkXP2xGLxQgLC8OTx09w7Mi/yMnJhTJXGVxlZXBVVKDCU4GBgT6sra1hZmYGfQN9me4vVhFyc3J+2l7XkrDZbMxfkLe/2+xZs7Hoj0UKjug/9vb2ePPmDZydnRUdSpmlp6eDr84Hh8PBvfv30K9fPwBAdHQ0jI2NS1WHnp4ehCKhPMOUYmhkWOhc+ps3b8LIyAh2dnaV/nf/0YNHOPrXSRgqWcJcxwkopnNMVUUNNsaV52JJSVSU1JCWllYgeYyJicHRY0fwKvQ1rKwt0btv72K3IGKxWPj69Sv09PQAAB8/foSenh5CQkLAZrNx9vxZ8NX52LlzF9TV1REYeBjt2rZHVmYWRGIRZsycgbi4OLBYLDjYOyDwUCB+m/obrdRbjcljjiLNeZQvSh6JBJvNpg/ocnjx8jnmL5un6DAKxVPlIS09vdznHwk8gj2792L9xnWwsbFBTHQM/MowH4rNZsPR0RGOjo5FlomOjkZISAiCb99FbFwslJWVweVyweUqg6vMhRJXGTwVFRiZGMPczAzGJsbQ1dWtNO9VsVis6BCqBAaVa6XN0Deh6ObfTdFhlMuL5y+QkpKCFy9egMP570tSUFAQ+vbpW+p6GKbifibfL5TDMAz2798PM2MzhL8Px5HAIxg8ZDBMTCrfhbj09HSsW7YRrCQ1uBk0LPmEKkiFrYqU1BQYGBjg7du3CLp5DYlJieBr8NG9d3e4hr5By1YtS6xn5OiROHL4CH4Z+gsAYOKEiXj8+DFq166NO3fuIOjGNWRkZGBQwCCMGjUKixYtQuMGTXDv/j18ivgIIG/thfXr12PkiFGwtLKsNJ/1hJA8lDwSKVlZWYoOoUoRi8V4++6dosMoUqu2rRH+6gPq1auLW7duQYWrAs+6nmCz2Xj27Bn27v4L02dOh4FBwUvosTGxOHDgHxw8eQDTfp2BjZs3IDsnR+a9AyYmJjAxMUHbtm2LLCMUChEWFobXr17j8qUrSExMhJKSErjKylDmKkOFqwIlZWWo8FRgaGgAU1NTGBoawsDQQGoDanmg5LF0lJWVkZubW+jCGYpgW8MWMTEx0NbWVnQoZZaSmoLMzEycOHkCkyZNkhznsDll6gVnsSvmS/m58+fA5/Px8OFD2NraIjIyEteDrsPdzR116tQBADRu1BgbNm/A5MmT5f47WxaXLlzG5WM34GJYF8oGlScuWbMxssfGzRuhq6eDmg41MWzUMKkhqWZmpZu3rKmpieio//ZnZLPZ0NTQxK1bt8Dn82FpZYkZM2Zgx44dmD9/PhYtXASRUIRevXtJhv8PGzYMw4YNk+0TJJVW/vYasq6TyA8lj0QiKCgIjRo3UnQYVcrEiRMxYUrlXU3S3sEOezbvxueICPC11cEA2LN3L7Q0NZGdlY2JMydg4aKFSExIhI6ONhLiv6Ju3brIzslCyNNncHV3BZvNRlp6KrKyspCroGX2lZSU4OzsXOIQQ7FYjE+fPuHNmzd4+OARoqOjwYgZKHGVwFXigqPMgRJHCUrKShCLxeAqc8FR4kBFRQX6Bvow0NeHjq4OtLS0oKWlJdWrUxShsOKG/lVlfD4fGRkZlSZ57NylMy5euFhsr3hlZWtri8+fPqNL1y5Sx8VM2S5kCAXyfe8mJSVhxaoV0NbRxty5c8EwDK5evYrjx49j6eKlUmXZbDZ6du+JrVu2YuyvY+UaV1mYW5qDz9KBslL1TRwBwETfDJ9Fmpi/aP4P16XGV0NsbCyMjIzAZrNhZW2F+IR4/PXXX5KFcH755RcwDIPmzZtj2PBhleqCASGkeJQ8EomPHz+iV+9eig6jStHR10Z9r/qKDqNISkpKWLBiPgb3GoLdh3ZJeiWSEpOQnpYOPX09LFm9WFL+Xdg7GBobQlNTE69evMLXhLx9tqbMnoKVy1dCWblyfPEvCpvNho2NTbFzcgqTmZmJz58/IyIiAq9fhiI2LhapqakA8l5DJSUlcDgcKHE4YCtxoKykBDaHAw6bjefPnsvjqVQ7GhoayMjIkNn82x+V/zOtiuzs7GBXyNKdSpzS/0lPTU2FmpqaLMMq4PiJ4/hj8R+SdlgsFo4dO4Y6HnUKLW9sZAw2mw2xWFxp5j86OjogKWcPgKp3kaGskmMzkJqaCk1NzR+qZ/CQwTh14hQGDRwEoVCI1NRUnD17tkA5FosFn9Y+lDj+5NhymPPIpjmPckXJI5FITExUdAhVSmhoKNzruCs6jBLxeDz8c+KA1DEdXR3o6Bb8Em9n/98XUmfX/3r5bO1qQFtfG+9eV94huj9CTU2txLmZRVn8x+KSCxFoaWshMzNT0WFI3LlzB/YO9ooOQ2bEYnGZ5jDeunULDRvId/4ewzAFEtR3795hwdwFRZ5T2702QkJC4OHhIdfYSovFYkHfWgef4z7A0rCGosORKzcTT9y8cRN+HfxKLlwMsViMt2FvERcXh3+P/Ytff/21yLL29tXnd5CUDxtssGU8zJSNynHxqbqiV5cAyPsjX9wS3aSgEydPwLN+4VfQq6Ne/XvCyKR0Kzn+TERiUcmFCPR09ZCWlqboMCTc3Nxw9OhRvH//XtGhyASbzS7TnPUvEV9g+M2+e/Lw7Zw5IC9xdHN1K3Zepnstdzx69EiucZXVuEljkK7yFZ8Tq+fFs3ymBhZ4G/r2h+t5G/YWDx89RND1IIwfP75SLoJECCk/Sh4JgLyrqxW1eEJ1kZmVWWjvXXX14f0HuNeq/D2tFa2s88x+Vrq6upUqebSxscGSJUuwft163LxxU9HhyASbU7o/6VevXEVdz7pyjgZQUVFBfHy85Od+9MhRDB08tNhzWCwW2GBXql5qPp+PhSvnQNuWh7jk6JJPqMJiI+PLdZ5IJMLDBw8xa+YsLJi3AEePHsXAgQPBYrHg7e2NuLg4GUdKqgs2iy2XG5EfGrZKAAACgQC5ubmKDqNKUVP/uXpq34W9R3ufHxvOVB2JhZQ8loaBoQEiv0QqOowC1qxdgyVLluDcuXMAgD59+8DNzU3BUZXd1StXUcutVqnK1vGsg6OBR+HoIN95fN39u2Pf/n3Iys6CmroaXJxdYGlpWeJ5Hfw64EjgEQwcNFCu8ZXVL6OHYOLQ6TDUrr49aWnx2VL7NJbGtWvXcO3KNRgbG6Nn957wrF1X6vw///xT7vNrCSEVh5JHAiBvGf1vl9cmxROLxVBTV1d0GBUqJTlVslIeycMwDA1bLSUDAwOkpqUqOoxCTZ8+HUDe7/WM6TPg3dQbjRo1gq6uroIjK72YmBj4+ZXu4o62tja4KlwIBAK5LlbC4XAwaOAgAEBKSgq0tLRKdR6fz4dAIJBbXOV19uQ5mGlaKzoMAHnv1fCYMHxJDkdccgwcTd3hZv3j0yhqWzTAjaAb6OrftcSycXFxOHniJN6/e4/Zs2fjwvkLcHVzhVcjLzAMA7FYDA6HgzZt2vxwXKT6YrNYsp/zSHuDyhUlj0SiXbt22LxpM3r36V1pVkSsrO7cuQMHFwdFh1GhBNnUM/29rKysMu2r9zPj8XgQ5Fa+hOBbbDYbS5ctxbt377B+/XooKylj7K9jf3j1yYpQ1iSwjW8bBF0PQmuf1nKKSFppE8d8fHV+mRJOebt+7QaeXnoDO+PitwuSJ4FQgNAvz5GYFQuxkgC+HVpjou9wAMCokWMQfPo67C2d0cipObjKKuVqw0DHCO/eFz7nVCwWIywsDHeD7+Lvv//GhPET0LlTZ1hZWeHPP5Yg/EM4Xr96jVq13HHm5FmYmZth8bJF5X6+hJDKiZJHIvHlUxQ0M0yxaPoy8PV4MLcyRWvf1rC2tlZ0aJXOtaBrGD7+F0WHUaGyFbTHY2WWlpZWJRKLykIsrhpDfO3s7DB37lxkZ2djxfIV+H3274oOqUSsMl5p53K5lbJ3L593E29cvHgRPXr0UHQoAIDb14JhY+BS4e2mZ6XhVcQTZDHp4Kix0C+gd6Fzz9dvWAsAmL9wAe6+uY6mruXv7YuLTCj0+N3gu9iwfgP69OmD60HXJXu2fon4guNHTqFho/oQZotx7ux5ZGRl4I+lC8sdA/l5yGOOIs15lC9KHgmAvOF3H15/REPblrA2zVuOPDsnGztX7INAORP6xnpwdnNGq1YtoaJSviua1YmYEf90czgqe6+RImRkZEBbS1vRYVQZQpF8N6WXNR6Ph4yMDMTFxcHQUL4rk/6osibmp0+dhl+7yjuHWVtbG4lfE8EwTJkTY1l7E/oGSdFpsLGQ/95xDMPgS/xHhCe8hYiTCx0jTYybO7zElXHzV7ZdOH8Benbv80N7ZWYmFpz3+PXrV1y5fAXHjx+XKisWi7Fh2VaM6zwT2bnZyM7NQLJyMnb9u0PhPzdCiHxQ8kgAAGfPnIOhioXUMZ4KD229Okvuf3j2FlNPzIK+kTa09bTQpm0bODj8XEM386mr/1yJo1gshiCHksfvpaWlQVtXW9FhVBll2Yewsli4aCH+WPQHzM3NMXjI4Eqzef330tLSypRoCYXCSj/k2qelD/458A/69uursBhu37yNf3edhad1Y7m1kZObjVcRIUgVJELMEaChd32M6r6g3O+1Wh6ueBcZCnuL8g2xbWLfGjOn/I6V65aDz+fjyZMnOPjPQSxcULAnceuG7bBWdQSbzYaYESFRJRKbd2ykxJGUGvU8Vj2UPBIAgG/bNph6ZiZqmNcsskwNi5qoYZH3uFgsxqHNJ5CORBiZGsLZzQnNmzf/KfaKzM3NBV+Lr+gwKlRsTCxMTU0VHUalk5qaKve98qoTsahqDFv9lpKSEubOm4t7d+9h1sxZ8GntA09PT2hrays6NCkGhgZIT0+HhoZGqcq7uLjgwcMHqFe3npwjKz8TExNkZ2cjPT0dfH7Ff+amp6dj/5ZAeDv4yrzurynxCIt+gRxWJniayhj86yDUtCv6729ZTJ82DX179YdILEJNM0fkCnOhqqJW6oSOzVaCOl8dqqqquHnzJkKehmDd2nWS8xmGwfmzF3Dn8j3oscxhpK2LzOwMfBa8xrylv1PiSMqEkseqh5JHAiDvC5KxcemXH2ez2WhVr53k/oeQt5h+bDZ0DDShb6wHL6+GqONZp1r+Ebl06RJca1X83BdFCn8fDs86nooOo9JJTU2Fg+PP2fteHlVt2Oq3GjRsAI86HngW8gx//PEHRowYATs7O0WHJZGeVrYEq36D+ti2dRvqetat9J/T6gpa2Xrjqi3wtGoik7qEIiHeRr1GXPoXMMoiWNmaY9bEyXJJipWUlHAw8ADWbViPv69thkgshB7PGK09OoKvVvLFhaDwU1i8ciFCnoZg9crVOH/+PADgxL8n8fbVByRHp8FI1RLOOvUBAIlpCUhUjsDcJbPA4ch/aC8hRLEoeSQy8X2vZNCR29i/+xCMzPTh7OoEn9Y+1aZX8u69u5g4c7yiw6hQn8I/oUW/VooOo9JJTU2FgYGBosOoMqpiz+O3uFwu6tari7r16mLihIlYsHBBqXv65E1JWanMSWDTZk1xJ/gOGjeS35DMH8VisRSS3O7cshsqyTpQ0y5/4vo1JR5vY14iB5lgqYjh36MrvLzGyDDKorHZbEwYNx4Txo3H8lXL4eDogBchz5HwLhEsAQf6aiaoaepUYFVWkUgEEQR4G/YWv03+DUFBQUhPT0d6ejpOHDyL1q6dYWb0X/mIr+HQtFXC77/OqPQXIUjlxP7//2RdJ5EfenWJBEtG05HYbDYaunnDv9EANLFqh7QwBjPHz8aCOYuwY/sOfP78WTYNKYiyspJc90arjLKyciQr65H/ZGdl02qrZcCg6s15LMofi//A5s2bFR3Gf8rx0jo6OuLd+3cQCitvj7CRkRE+ffpUoW3u2roHia+zYaRdtqH62bnZCAl/gOuvzyHo/Smk6URj+p8TsHLjEqxYtQxeXl5yirh4uYJcdO7cBbPmzMTqzSuwasdS+AY0wdPEG7j+/ixuhJ7H/bBbSEiOA4fDQXOrTvh95mzs3r0bnh71oKGhgY1z9qCFY3upet/EPoNrKxuMHDecEkfyU/j48SOGDh0KGxsbqKqqwtbWFnPnzkVurvRWZs+ePYO3tzd4PB4sLCywbNmyAnUFBgbC0dERPB4Pbm5uOHv2bIntBwUFoU6dOlBRUYGdnR327NlToMzGjRthbW0NHo+HBg0a4P79+1KPZ2dnY8yYMdDT0wOfz4e/vz9iY2PL9DpQzyMBkDeHITdbPl8grExsYGViAyBvBdetS3dDpJIDYzNDuNRyhbd3k0q/cMO31Pg/12I5AJBL23QUSiQWKTqEKkUkrD6vl5qaWqVZgTgyMrLcq8H27tMbR44eQe9evWUc1Y/J32ReWUm5whIThmGwZcsW3L30GG1rdytV+c9xH/Dp6zuIOAKoa/PQb2QfODk4VUC0pcdVLnjhz7NOXXjWqSu5n5CQgGnTpsOLaY0nn+6itU9rdGzbGQALB+YX/FL7MvoRug/rgNp1assxcvIzqIxzHps3b46AgAAEBARIHQ8NDYVYLMbWrVthZ2eHFy9eYNiwYcjIyMCKFSsA5I1IatOmDXx8fLBlyxY8f/4cQ4YMgba2NoYPz9uX9c6dO+jTpw/+/PNPdOjQAQcOHECXLl3w+PFjuLq6FhpTeHg4/Pz8MHLkSOzfvx9XrlzBL7/8AhMTE/j65s3LPnToECZNmoQtW7agQYMGWLNmDXx9ffHmzRvJ34iJEyfizJkzCAwMhJaWFsaOHYtu3brh9u3bpX59KHkkAIAbQTdhqmkl93Z4Kjy0b/TfH+Ww+68xPfB36Bppw9TSBM2aN4WdnV2lvYqZnp4OLR1tRYdR4XKzK8eX5MqmMvfYVEYiUfVJHiuT+/fvw7+bf7nO1dHRQQ27Gnjx8gVcXQr/0lLRMjIysGHTBpw+cxoL5y+skHl0IpEIWzZvQbs27fA0+EWhZRiGQVxyDD7EhiKXlQ2xkgBNmzfGmM4LK+0qvC9fvYSFlWWJ5fT19dGhgx++BCfjwu1TiD4WhS1T/4GmupZUOYZhEBJ5D/3H9oBbrcrxfiGkorRt2xZt27aV3K9RowbevHmDzZs3S5LH/fv3Izc3F7t27QKXy4WLiwuePn2KVatWSZLHtWvXom3btpgyZQoAYOHChbh06RI2bNiALVu2FNr2li1bYGNjg5UrVwIAnJyccOvWLaxevVqSPK5atQrDhg3D4MGDJeecOXMGu3btwvTp05GSkoKdO3fiwIEDaNmyJQBg9+7dcHJywt27d9GwYcNSvQ6UPBIAwO0rd1HfpnmFt2tv7QR767yrtLm52Tiw4ShSRYkwNNWHhZU5WrRsAROT0i/kI2+nTp2CR93aig6jwuVQz2OhKBkqm+rWU6uqqorw8HDY2NgoNA6BQPBDQ+mbN2+OrZu3VprkMSoqCjGxMXj8+DEeP3mMdn7tSj7pB4SHh2PKb1Pw58I/YWRoBFMrI6SkJ0GLr4PUjBSERb1ApjgNInYunN0dMXvKlCqzz+/sebOxZ8/eUpWNjIiEOs8Y7Rp3hhKLK5U4isUiJKZ+RbToPSbMH1Wp/i6Tqo0lh55H1v/rS01NlTquoqIi873KU1JSoKurK7kfHByMpk2bSk318fX1xdKlS5GUlAQdHR0EBwdj0qRJUvX4+voW2Ef1W8HBwfDx8SlwzoQJEwDk7QTw6NEjzJgxQ/I4m82Gj48PgoODAQCPHj2CQCCQqsfR0RGWlpYIDg6m5JGU3uULV2CsWvKVSXnjcnnwqf/fptXJaclYu2ALwBPAwNQA5hamaNa8GYyNjRUW48tXL9G+e9uSC1Yj2dnZUGLTCnqFoeSxbMq6kX1lJBQKERMTg8jISIgZMW7cuKHw5NHSwhKvXr0qcrhTabi5u+FN2Bs42Ct+9eDHTx9j6tSp8PLyQv/+/eU6EkUoFOLfo/9i26Ztki+VA/r3x7iRk2BmYQZDUz2MmhlQJZOlsLdhaN68BbS0tEouDCD8/Uc0MXeGT+2OUseT0xPxRRCGJq0aYqzfwEo7MoiQ71lYSO9fPnfuXMybN09m9b979w7r16+X9DoCQExMTIG/CUZGRpLHdHR0EBMTIzn2bZmYmJgi2yrqnNTUVGRlZSEpKQkikajQMqGhoZI6uFxuga2mSmr7e5Q8/uRSU1NxJvAi/LzKN+RJnrQ1tNGxSXfJ/cTEr1gzfxMSc2Ph6OIAfX19tGzREuYW5hUWk5q6aqUdniQvnz9+hoODo6LDqJSq+uqhFa0yJ9s5OTmIi41DdEw0Pn/+jOTkZAhyBcgV5Ob9m5uLXEEuGIaBiYkJHB0d8csvv2DD+g2KDh3utd1x+tTpH0oevby8sGfXnkqRPGakZ8DExKTAfCNZS0pKwu5du9G3Z1+p3ggjIyMcOrZfrm1XhLMXzqFOnTqlLh8Z8wXvWK9hb+ECkUiE6MQIfE59D88mtbDol3mUNBK5kOecx4iICKlF7YrqdVy8eDEWL14suZ+VlYW7d+9i7NixkmOvXr2CpeV/HS2RkZFo27YtevTogWHDhsk0/sqOksef3OdPn6GtpltywUpAV0sP7Rt1w4mH+zFmwmikpqbi4P5DSEz4Ck0NLRgaGaJFixZy3cyep1Z1FvaRlQ/vPqB+/fqKDqNSqm7DMOWtIpNtoVCIr1+/4uvXr4iLi0NMdAzSM9IhFAghFAqRm5sLgSAvORQKhOBwODA1NYWtnS2aNGlS6hEO8fHxiIqMgqmZ/D53SqKqqor09PQfqoPFYoHNqRwXxlR4KsjJyZHr0NCzZ8/iy6cvGDpoKJSUqudXoQljx2P0r6NhZ2cLM7PiL7IunP8HctIFiEqKgJgRg9HNRrs+rdHQayQljaTK0tTULNWK6CNHjkTPnj0l9/v16wd/f3906/bfGh3ffreMiopCixYt0KhRI2zbtk2qLmNj4wKrl+bfz/+7UlSZ4v7uFHWOpqYmVFVVweFwwOFwiq3X2NgYubm5SE5Olup9LKnt71XPT0xSagKBEIa6ihsGWlYfo96jgXdeIqOpqYnho/672vM14SsO/3MYyUnJ0NLSgr6+Pry9vWFtbS2TthMTE6GjVzUSbVmKi41X+LC8yqoy96RVRmKmbMmjQCBAcnIyUlNTkZSUhMSvifj69SsyszIhFokhFAkhEAggFAohFonzEkGhEEKBEGABBvoGMDYxho21Ddr7tZfLtipLly3FooWL0KNHD7jXdpd5/aXFUeJI5tOUV2VIEu7cuQM2h/1Dz6M4QqEQ+/fvx+VLl7Fo/qJqmzjmYxgGhoZGJZaL+RiH2nb10LpnU0R8iUDA4EGV4v1Aqr/KsNqqrq6u1LxFVVVVGBoaws7OrkDZyMhItGjRAp6enti9e3eB0WheXl6YNWuW1Fz0S5cuwcHBQfK55uXlhStXrkjmK+aXKW47Hy8vrwLbeXx7DpfLhaenJ65cuYIuXboAyJsqcuXKFUkPqqenJ5SVlXHlyhX4++eNOHzz5g0+f/5cpq2EqvenJimWWCzGqcNn0aimT8mFK4n3kaGYOnF8oY/p6eth1K8jJfdTU1Nx9PC/iPoSBS0tLWjwNeDq5gpPT89yTZg+cfwEPJt4lDv2qio3O7fkQj8pRlx99i2Ut/lz5+NN6BvJSnL5yZ9YLM77b6EQIpEIYrEYAqEAIqEIHA4H2jra0NXVhYmJCcwtzNGocSPw+XwFP5v/8Hg8OLs4/3DP34/y9fXF7du30aHD/9i77/gmqy6A47+MJk33pruslrLKFCgb2XvvDQIioIICTkARVHAwRNwKiKjgQpYge++99yijezfNfP+o1LeySknyJO39+slHmjx57mkpSc5z7z2nQ5HPUapUKRISE/D387dgZIWXlJREWmYaw4cPt8r5jx49yprVaxg0aDB1nqrLjp076NKpi1XGsgfJycn4BfgXqpjSuctnaP9Sa0qXjeDEqeMicRRsRo4MuYXbzsuxzu9vXFwcTZs2JSIigg8++ICEhIT8x+7O3PXr14+33nqL4cOHM3nyZE6cOMHcuXP5+OOP84994YUXaNKkCR9++CHt27fnxx9/5MCBA/fMYv6/Z599lk8++YRJkyYxbNgwNm3axM8//8zq1avzj5kwYQKDBw+mdu3a1KlThzlz5pCVlZVffdXT05Phw4czYcIEfHx88PDwYNy4ccTGxha6WA6I5LHEMpvNfPTeXCoH1n70wXZEh7bQV4o9PDwY+syQ/K9NJhM7tu9gxrszcFY54+bqRqnAUjSo34CQ0JBHvlleuHSB7oO6Pkn4Dik3VySPDyJadRTexYsX+ennn4rlh9JzZ8/Rr18/SWMICAjg/Pnz5OTkoNFoinQOpVKZN2srkRtxN6hQwfJ7LjMzM1m2bBmhIWG88MKLQF6LkpV//GHxseyJj49Pof8++w7uxbFTx8jIyeDkyVOYzeZi+W9VEJ7Ehg0buHDhAhcuXCA0tOBScLM572Kyp6cn69evZ8yYMdSqVQs/Pz+mTJmS36YDoH79+vzwww+88cYbvPbaa0RGRvL7778X2Lc+bdo0vvvuO65cuQJAmTJlWL16NePHj2fu3LmEhoby1Vdf5bfpAOjduzcJCQlMmTKF27dvU716ddatW1egiM7HH3+MXC6ne/fu5Obm0rp1az799NPH+jmI5LGE+mzeF4SoI/F095I6lEIzm83kmnOK/Hy5XE7jJo1p3KRx/n0J8Qms/P0Pbt/MWzfu5uZG5UqVqVW71j37bVzdXErkm6lOJI8PJPY8Ft6L41/k66+/5plnnpE6FIvz95dmpu7/yWQyOnbqyJo1a/KXIz0uH18fUlJTJKssGlk+kr83//1EhX/+6+rVq6z8YyUDBgy8Z8WJ1LPFtpCTk83iJYvp2KHjQ5cCDxv672xvWGgYV65cEdsVBJuwh2Wr/7Vly5b73j9kyJBCFfKKiYlh+/btDz2mZ8+e9OzZ84GPX758maZNmxa4r2nTphw+fPih5x07dmyBQj//5ezszIIFC1iwYMFDz/MwInksgRZ/sxTXHH/8/QOkDuWxxMVfp2K1KIue0z/An+Ej/33TNJlM7N2zlw8+zCu77OHugZenF7Wfqo2zpuQVyzGbzeRqRY/HBxHLVgtv8aLFtGzVUuowrCI5OVnqEIC8PaJPksg6OTmhzdZaMKLHc/z48XvKzD+J9evXExd3k2HDht/3wp/BaHiimVpH8NILL6E36Fm8eDEvvHD/LR//VbZcWS5duiSSR0GQiNlsZsuWLezYsUPqUO5LJI8lzLatO8i4pqNCWKTUoTy2M9dP8Px065ZDlsvlxNaPJbb+vxuHtVota1et5cb1OObOmoeruxtBwYHUia2Df4CfVeORWlJiEv5+xft7fBJi2Wrheft4s379etq3b18sZ/Bv3rxp1UrPhREfH4+fb9H/vWZmZuLmKt1+0smvTubX3361yLl27dyFDBm9e/V+4DGtWrVm3/59NGncxCJj2qO7fe4y0tOZOXMGY8eOe2ThKB9vHw4c2G+L8ATBLmcepSaTybh69arUYTyQSB5LEK1Wy6aVW2lYyTGv/msNmVYt3f4gzs7OdO3Rla49/t3vePXyVX754VdS01Jxd3PF2dWFMmUjqFG7Bt4+1qkSKIWL5y9Su/ZTUodhl0wmE2bEzGNhTZ02la+//JpjR49JWpXUGiZOmsjUKVN5f9b7ksZRtWpV1v+1nsqVKxfp+VeuXKFtq7YWjqpwzp0/R5euXe7ZR1QUubm5HDt+jEEDBz/0uLp16/LZwoXFOnm86/VXXic7O5sZ782gU6fODy2OoVKp0OnEdgVBEO5PJI8lSEJCAu5KL6nDKDId9rN8MqJMBM+PH1fgvhPHT7D02x/QZuegcXPF1dWF0PBQatSujq+fr0SRPplL5y8xZMAwqcOwS9nZ2bi6ukodhkNRKBTciLtR7JJHZ2dnNC4am80+Go1G4m7EcerUKa5fv05Odg7aHC052TnIZDL69OlTpPPmanMLVZnTGtasXcOrr71qkXN99dVX9O5VuJ9Benq6RcZ0BC4uLsx4awbffPcN69at44UXXnjgPkixJF+wFTHz6HhE8liCuLm5oTc55jK7hOQ7hJWVdknYo1SpWoUqVQsWejhz6gw/LVlOZmYmLi4aXFxdCAwOpEbt6gQGBdr98r3s7BxUKpXUYdiljIwMzp45y0cffoRcLs9r0CtXoFAqkMllKGQK5HI5zhpn3D3ccXNzw9XVFRcXFzQaDRpnDWpnNWp13q2495sD2Lx5M4uXLJY6DKuYMGECU6dMJTIqkooVKxIVFUVISEiRz5eens61a9e4cOECiQmJ5Obmkp2ZTXZWNrk5OoL9g6hXM5b6LRoUeN6vG34p0nhmsxm9Xl/keJ/Erdu3qFS5Uv7r4f83sJ47dy6jR48u9OvQ9Onv0KpVq0KvUsnMzsJkMt3Tq604GzZkGC9Nfolr1649MHl83J6sgiCUHMX/04qQb92a9ZQLtnwZdFs4deUoQyYX7Wq6lKIrRRNdKbrAfdeuXmfdn+u4fesWKrUajcYZDy8PatSuTlR0lF0lEaJYzoNlZWXRomULBgwY8NDjMjMzSUhIIDU1leTkZG5cv0FWVhYZGRlotVq0OVq0uVpMprwPa3KZHJlClpeIyhUgAxky5HI5ZszI8u5ALpcjk8kwm80Fr7LKADPI5PdemDCbzWD+9xj4d/ltfml+c94HR5PJhFKhZNIrkyzzAwPkiuL7Ad3Dw4OP53yMyWTi8OHDzJ0zlwEDBxATE3PPsRkZGdy+fZvLly5zI+4G2hwtulwdulwd2pxccnO0qJ2cKR9ejpoxtQiOKfyFs/v9vRfGmjVraNLI9ss3MzMzmThpIlWqVqFu3boEBQWhUCjyH1+0aBF169YlKyuL5s2b3/P8s2fPsn3bdpxUTmRlZVO/fn2qVqla6PGrV6/GyVMnH+s5ju6Djz+gd+/eVKv24BUAIncUbEXMPDoe+/mUKlhdpy4d+GDKfBpUelrqUB5bhi7dYZd+/ld4RBgjny1Y+Eer1bJuzV+sXLEKlVqFi6sGZ42G8NJhlC1XltJlIySJVa+TZibCEWRkZOBXiGJCbm5udtXU/nFs2rSJN15/g6ZNm9Ls6Wb5H+pzc3NJT0/H39+f7OxsTCYTZ8+exWAwEBkZiY+Pzz3nSkxMLBFv6HK5nFq1alGrVi2GDRlG3Xp10eXqyNXm/rO0VItKqSIkIISq0VWo07iuRWe9THpTkWbSbsbdpFnjZhaL40GSk5P56eefiE+Ix93DAz8/P1q3bsOJkydY9sMy3N3dUavVxFSLoXr16vTu3ZtDhw5To0b1e861dOlSvDy96devf5Hj6dC+I4sXLSoxyeNX335F46ZNqFun7kOPc3F1ISMjA3d3dxtFJpRUInl0PCJ5LEFcXV2pUrcCd67copSvNH28ikpvR/sdrcHZ2Zku3TrTpVvnAvcfO3qMBXMWUCE6Cq02F21ODjqdnogyEdRvHEuZstYtpZ4rejw+UEZ6Br4+xeOCxoM8/fTTPP3002zZsoW3pr5F3Xp1ad+hPZ99+hk6vS4/cZTL5ERERODp5cn3S75n+DPDqVSpUoGlhqNHjWb2B7Ml/G5sL6ZqDEqdkt7t+9hsWWSTOk35ftH3DBo6qNDPSU9Px8P94RU4C+u/ieuFCxf49fdfydXl4uHuQUBAKTp26vTIwjjbtm3j012fcuDAARLiE5g7dw779+/Hw8ODPbv3cPzECeo8VYfIyCerHK5SqUrMvsdLly+Ro815ZOIIEOAfwO3bt0XyKAjCPUTyWMJ069mFt1+fQYCP/e+3uysjKx0PP8ecuXlSKckpdO/Tjbr16+TfZzQauXHtBmdOnWXbpm1oc7TkanPJzs5BrpBTqUolGjSu/8RVX7Mys9CoS15vy8JKS08jorQ0M8K21rRpU5o2bcqSJUuYOWMmoSGhDB5y/0qW3bp144svvmDZ0mVk52TTqlUrOnbqyI0bNyxSSdORvPjSi+zfu583Z7/BxGcn4eXpZfUx/Xz8KOUWyJ9/rKJj5w6Fes7BgwepVbPWY41jMBjYum0re/buwWg24urigoubC/v27CM8LAIXV1fc3d0ICw3nmWdG3Hc2+mGio6Pp0LE9kydPpnz5SOrUqcN33y7CxUVDRERp+j/BbON/pWeWjORx+47ttGzZqlDH3rp1k3qxj04yBeFJyZAjx7IX12QWPp9QkEgeSxiZTEZY6RBSM5Lx9nCMWZNTl4/SfUgXqcOQxO5dexj2XMEP6QqFgogyEUSUuTdxycnJ4dKFS2z6ezNpyalotbl5iWVONt7e3jRt2YxKlaPved79XLl8hUqVilbyvyS4u2yzJBk4cGChjhs5cmT+n7/68ivGvzieZ0c/S7eu3fhz1Z/WCs8uPVX3KSIrRPLj1z/Rr2s/m4xZvXJ1fl//G3q9vlDVU8+eOUudWnUe+PjlK5fZuHEj125cQ6PR4OKqwc3djcpVKjNuwtgCVYfT0zJ4ecLEAvsWiyIgIICTJ06h0WgKtTz8icbyK2UXfTqtadfuXZw9f5YevXoW6vhcnQ5nZ3HxUBCEe4nksQQa8sxgZr46m3oe1t/fYglJmfGUjywvdRiS0Ot1eHp5Fvp4jUZD5aqVqVy1YNJnNptJSkzm6KGj7N+zj9ycvKRSq9ViMOgJKx1B7Tq1iIqOzF9ydun8JZ5u1MKi309xotVqJek76mieGfEMX375JREREZQuW5p9+/ZRp86DE5XiyMvLixsJN/j5z59p1biVTWYgG9RqyHfffMeIUSMeetymTZuoWqUqMpmMO3fusH79es5fPI/aWY3GVYNGoyE4JJjmbZ8mLCzskStWvLw9Lbaq5W6De2vr3qMbW7dspWe3wiVWjiIjI4M9e3dz6MhhKlWuxIwZMwu9fNpsFq06BNsQex4dj0geSyC5XI6rj0bqMAqtuO93fBhnF8tc+ZXJZPj5+9K89b3FkgwGA3HX47h4/hL79+4n95/ZyvNnz9Ov58MriZZkJqMoR1hYI0aMYNasWWhztMyeNZt58+cRFORY+66f1DvvTefWrVvMfu8DerfrTcXIilYdz9/Xn5PHTz30mB9//JF1f62jXLly7N6/G39/f+o2rkPvQb2KPHMYGRXJ4cOHqFWrdpGeL4VSpQK5dfuW1GFY1NFjR1n+68906NyB5NRkOnXq/Ogn/WP37t2UKVPaesEJguDQRPJYQlWtUZmr+y8REVhW6lAeSm/Qg1PJ/ZCu0Vg/yVcqlfddBvvVgq+tPrYju9taQyicSZMmYTAY2LlzJ4cPHy5xySNAUFAQ77w7na/mfW315BGgc8vO/LL8F7r37F7gfrPZzI8//oh/oD/zP51n0TGrVa/G159/41DJI0BmRqbUIVjUqnWreOfdd9iyZctjbz/Q6/WULRdlpcgEoSAx8+h4xE+3hGrWvCk3k65JHcYjXbh+hiatG0sdhiR0Oh2u7tIti9RpRaXVhxFNtB+fUqnk5MmTlC5dWupQJOPi4kJmToZNxqoUWYnjB48z4aUJJCQkALBx40YWfLqA6rWrUbee5ZcPe3l5kZ2TbfHzWpvRbCQtLU3qMJ7IrVu3WPT9ImZ9OAu9Lu/1e8P6v6n9GIm82Wzm7LmzlClj3UregiA4LjHzWEJlZmai19t/D78rdy7Sv/lLUochiT279xBZ4cnK0D+JXJE8PpTRYJQ6BIf07LPPMnnSZGbNnuUwFZ8tzWi03e9OVNkK3Mi4zs8rfsZkMhEeHsbgYYVv41EU/19AxxEsX/EzyUnJfPH1F0ycMFHqcArNbDZz7Pgxdu7eSXJKMl6eXgwZOgQPDw/eff9dADQaZ9ZvWE+VKlUKdc5ly36gVyGL6giCJchlMivMPJbM9xZbEcljCeXh4YFMYf//uAzk2qw/mr3Zu3sfQ0db90Peg5jNZnQ6kTw+jMFgkDoEhySXy8nNzSUnJ6dEFhwymUw4KR9dAdVSIstEknDmDoOGFK5SriVoXBxnTz1A/J0EBg4cyOpVq6UO5ZFycnLYvGUz5y6cIzUtlRo1avDcmOfy3yc3b95MUFAQCpmcpKQkRowcyez3Z5OYmPjIqrW3bt/C28e7RC4pF6QjxwrLVsXCSqsSyWMJdeXKFTzUXlKH8VBmsxkdWqnDkEyuLhd3D2kaNCfGJ+LvHyDJ2I7CaBIzj0UVWz+WNWvW0KNHD6lDsbnJEyYzoIvtErmQwBCurrHtFgVfX1+Sk5Mfu7ejVMaMGcOrr76Cf4B9tt6Ji4tjw8YNJCQmoM3V0rt3bzrcp4fnnj17+PyLz3n55ZcZOXIUv/3xK/0H9CcoKJBffl2BSqWmZYuWD+y3um3rVgYNluaCpSAIjkMkjyXUj4uXUyXCvhsAx925TuWa1i8qYa+cNWrJxr5y+SrVq1WXbHxHYDaJUvZF1bdvX8a/OJ7WrVvj7i7NBRIpJCYmEhkRRZlw2+0nUygUqBS2m+kEqF6jGn+tX0ffPrbpa2kJqWmplC1bFp1Oh0qlkjQWvV7Pzl07OXHqBKmpqfj5+TFo8CDc3Nwe+rwzZ84QGhrKr7/+yswZM7lxIw6lUsmElyfw/eLvKVUqkNVrVpGRkUHjRk3YuWsHoSGhVIiOJqZqDGbMT9yfUxAelyiY43jET7cEOn/+PJl3ctGo7Xtp0Zlrx+nRu/ujDyymNBrpGjRfuXSlxPXie1y23LdWHD3d/Gl69ezFzbibUodiM+fOnqN0aGmbj6t2su1rSbny5Th95rRNx3xSPXv0RKfXsfavtZKMf/nKZb5b/B2zP5rNzFkz0bhpeP6F55kydQrPjXnukYljt27dUDurkcvl+X1Evb28uX79OjKZjIGDB5KUkkS/fv2YMmUK+/btZfDgwfTo2YOTJ08COEQdBEEQpCdmHkugBfM+pV2N3lKH8UhaUxbOztIlUFLS6XS4uT/8w4I1ZWVklcj9aI9D7Hl8Mh07duTs2bOkZ6QTTLDU4VidwWBgxY+/MKr/KJuPrXKy7SoGhUKBs7N9X5z8rytXrlKvbj1W/rGSzh0L3xOxqNLS0ti0ZRNXr10lNT2V8LBw+vXrV6TX3U8Xfsq6v9YRGBhIx04dadO6DQAjR4zk62+/YtSzeb9zXbp05u/1G+nTpw+TJk/Kf75SqeDChQsEiK0KggTk//xn6XMK1iOSxxLIbMYhqhzqyJU6BMls37adCpUqSDa+LlcUy3kUsefxyXXt2pXff/ud6OhoqUOxqjdeeRNfDx/GDRmHr7evzcdXO6kxmUw2LT7m4mBFcy5fvsTw4cP4+++/rXJ+vV7P/gP7OXz0MCdOniArK4tGjRrRt19fNvy9gQH9BxT57+fzzz+ncuXKBJQKoPnTzfPf31UqFXdux+cfp9FoSExKvOd3QYaMv9b/xejRzz7ZNykIQokgkscSyM/Hz+6Tx4TkO4SUKbkV3/bv3c/IF0ZINn5urli+9Chi2eqTK1euHOfOnbN5YmNtcXFxbNm8hcvnLqOQK+ncvBMVykmXIJcOjeDY0WNUr1HdZmNqXDQO9feqdMr7OGSpPbhms5kzZ8+wa/cuklOTyc7OptnTzdC4aHBSOfH959+zceNGnhnxDElJSVSMrshTTz31WGNcuXKFhMQETCYTs2bNIiEh4Z79mmXLluX0qTNUrJT3+9e2bRs+/OhDxr84HqUy73v28/ejcZPGj1waKwjWIPY8Oh6RPJZApcuVJiUpCW9P218BL6xTV44yZHIfqcOQjNFkxNVVumWjYubx0Uwmk9QhFAvJycl2fzHrcVy9epUv5n5Bqyat6Dikk9ThAFC+dCTrd/1l0+QxMqo8hw8fotZjNKiXkoy838Hy5ctz8tRJKleq/NjnuHXrFpu2bCI+IZ609DQiIiJo275tfnXTp59+msaNGzP97ekANG/enObNm7N9x3ZatW7F1StX8fDwKPR4KrWK3r1706xZM9q1a8eMGTPYs2cPtWrVwskpr0jSgP4D+OTTT/KTx8CgQNq1b8vSpUsZNGgQMpmMdu3aPfb3KghCySWSxxIoJCSIazeS7Tp5zNCl4+tnv/FZm5R7PXU6nagk+ghGozH/w6bwZCIjI4tV8rhjxw66tetOZNlIqUPJFxgQyK3rt2w6Zky1GL798juHSR7v9rWNjY1lwScLCpU8Xr12lVWrV2E0G0lPS8fbx5uBAwfi5eUFQI+ePXh54svs3LGTK1evcOr0KVasWIG3t3eB8zRq2IitW7Yy+ZXJLPx0YaFjDg4K5vix4yxespgLFy4waNAgwsPDuX3rdn7yKJfLSUxIxGw25/87K126NEqlkgWfLuD8ufO88cYb+PvbZ5sSofgTM4+ORySPJYzZbGbn1t3UCGokdSgPpSdH6hAkpXGRLnmMux5HubLlJBvfEWRlZeHq6ip1GMVCWloaixYtYvDgwVKHYhFHDhyhzbNtpQ6jAJlMhtrGRXO8vb3Jysqy6ZhP4vTpvOqwHh4eGIz3L4Z1/fp1fv7lZ7S5Wjw9PQkPDydLm8Urk1+57/EKhYLLly6zZcsWXF1dOXb0GDqdjp69ejJu7DgaN26cf2xMTAyurq7MfHcGaenpqFQqJk+c/MilpK6urgwZPIR3ZrzD+fPnAcjOzi4wg1mvbj327z9AnTr/LosNDQ1l6LAh6HQ6Vv7xJ4MHFY9/f4Ljkf3zn6XPKViPSB5LGK1WS/y1ZJxL228V05T0ZHwDvR99YDGVmZmJm4d0e0+MRhOnzpxk6ltTkQEVoqKpV68eZcrYrjedvcvMzMTdo+T0J7SmqdOmMmTwELy8vOjc2fpVLq1t6DNDmTH3HcYMHYO/r/1Ur3RW2b6AjcbVcYrm/P+SXg/PvMTr8tXL/PLLL+Tqc/H09CQkNIShw4bi5+eXf+yWLVvYv39/gf2Ke/fu5ejRowzoPwAvLy+6dOmS/5her0en05GlzWTaW9OIrRdLq1atkMlkhISE8ML45wH44osvSUlJKdQ+xDt37pCUlMS1a9cAuHbtGoGBgfmPt2vXjo/mfFQgebxLpVKh1+kcan+qIAjSEsljCaPRaAguXUrqMB7q1OWj9B7XS+owJLN181YqVa0k2fjlo8rx+juvApCbm8v1q9c5cHwfq9evQperQ5erR6/TodPpUcgVlC1Tlpo1axIdHZ1fgKG4y8rKyu+lJjyZgIAA1qxdw7vvvlssksdKlSvxwScfMO3Vabw8aqLU4eSz9cwj5L3fOILk5GR8vH3yv46JieGTzz8hPCycEaNG3LPM9P/Vrl2bDz/6MD95TExMZNzz4+jVsxcjRtxb9MxsNhMVFUXr1q1p3bo1e/fuZcrUKcRUjSnQ/kej0fDLr7+gUCgoFVCKHj16oNPpiI+PJzw8vMA5b9y4QYUKFbhw4QI9evRgxYoV9/TpTU1NxWg0olAo7okptkEs27ZtpWnTZoX7gQmCJcnkyCy9zFQsW7WqkvFJTyigVccWLP/yD1rUaS91KPeVmpNMSEiI1GFI5siRo4xtMVrqMABQq9WUjypP+ajy931cq9VyK+4WFy+dZ8febeTm6tDn6jEYDOh1BnS5OpycnAgLDaN27dpUrFixWCSYGekZ+Pn7PfpAodD27NnDxYsXKVfO8ZdMy+VyzDL72jesUWvQ6XT3VOO0Jg8Pd7Rard336/Xy8uLCxQv5Xzdr2oxmhUyk3NzcCuyv6tqtKz//9DOlS5e+7/GJSYn5+xEB6tatS926dTl37hyXrlzKv3/gwAFcuHABjbOGffv28eL4F8nIyKBc2XK4e7jzwvMv5B9rMpkwGU1Mnz6d33/7nfmfzOeVV17Bx+ffhLhNqzZs37adps2a3hNT6dKl2fT3ZpE8CoJQKI7/KU54bLVq12Ttyr/Q6XWonGz3QaKwdGilDkFiZrv/sHWXs7MzZcqVoUy5By9pzcnJYf7sBQSFlGLf/j3k5urykky9Hr1Oj06vw2w2UyqgFOHh4URGRlK+fHm7TjLTM9JFgQkLS09LL1aFc+ytGm+5iHLs3bOXRo1tt9+9UuVKbNu2jVatWtlszKKIi4vD36/o/57vLi1duHAhL0146YGJI4CbqxvXr1+/5/6oqCgmTnq5wH3ly+ddtOsa2pWu3bpy+NBh5s/75J496W7ublSvUR2lUsn8T+bTuXNnvvn2G/r160dwUDAA9evX58OPP8xPHk0mE4cOHmLPnr2kJCeTlpZexO9eEJ6MHBlyC+9RtPT5hILs99OZYFUvThrHrNfn0jimpdShFJCZnYGHj3QtKuyBi0vx+v41Gg1ubm40b9H8gccYDAYSExJJSEzk4uUL7Ny1Hb3OkJdgGvT//Dkv4TSZzPj5+REWFkZkZCQVKlSw6WwKQEpKChUqVLDpmMVd+w7tWbJkCVOnTpU6lCd24fwFPFwK33LBFsqVLseKjcttmjxWiK7Agrmf2nXyaDKZ+HThAt6a9laRz+Ht482OHTu4eOkizz777EOP3fD3BgYNHlikcWrUrMFTdWrzdNOCr6XVq1Vn0eJFPPfcc5w7d44uXbqQlZXF4sWLWbNmDaEhea1CUlNSWbJ4CQnxiaSlpxFbN5axz41FLpfzw7IfihSTIAglj0geSyg3NzeMSvvr5Xf84mF6Du8hdRiSctY4xqzj49Dr9Q99XKlUEhgUSGBQIFWrVnnosQaDgeSkZBISErh5O45Dhw+g1eowGPQY9AZ0Oh36/P/r8XD3IDAwkOCQYCIiIihduvQTJ5sZ6Rli5tHCJkyYwCfzP5E6DIv4cuFXvDL6/hU4peLj5UNqSqpNx3Rzc8tvgWGv5s6dw+hnR6NWF31PaMMGDRn93Gj+WvfXI2fP169fz8LPPy3yWH7+/ly9epWKFSvm3yeXywkKDOL27dtERkaSlZXF66+9Tt26dQs8d/Kkyeh0ugLLWe/6/6W0gmBLsn/mHi19TsF6RPJYgj1VvwZx568R4h/+6INtJCUrgbLlykodhmQyMzPx8Cp+VTx1uocnj49DqVQSUCqAgFIBVK7y8F5sZrOZjIwMkpNTSEpM5Oy5M+zavQO9Xo/RYEJv0GM0GDEYjRgNBoxGIwaDEaPJiMlowmw2o1Kp8PTyxMvTC39/f/z9/Ll9+7bdLUt0dHK5nIyMDKnDsAgvD6/7FiaRkkwmQ620/YUpjYv9Fs25desWubm5REREPNF5ypcvz9o1ax9ZrfSnn34iKDioyOMcOXyEHdt3MH/u/Hsea9CgAX9v/Jt+/fpRpUoVatSoAeT1pNVqtfyw7AdGPHNvAZ+7itOScUEQrEskjyVY526dmfzia/h4+KNR28cbvEFmuSTDEW3ZtIXoytFSh2FRBoMBk9EoydgymQwPDw88PDwoXbpoHxBzc3NJT0snIzOTjIwMMtLSKRdZlmU//oAuV4fJbMRoNGH8J9k0mUwFbkaDAcxgMBnBbMZkMmM0GjGZjIAMmQzUamf8/f0ZNWqUZX8ADubWrVsPrAjpKHQ6HQb9/fsESk2KPe4udpY8GgwGrl67iq+PL6+9/ipffvGlRc77qD3av/zyC3/9tY6vvv2qyGOMeGYkHTp0uO9j7u7ulCpVikWLFjFp0iQ6de7EjBkzyM7KZvCQwURFRtGzR0+8vLyKPL4gWIPo8+h4RPJYgslkMqbPmsZbk2bydIz0lVeNJiMmRclOHo8fPUbDFvWlDsOi4u/EExIcLHUYRaZWq/EP8Mc/wDrLVI1GI7m5uXz5WdE/VBYXERERnDp1iqpVq0odymNLSkriw3c/xN/HnyE9h0gdzn05S9Suw556CE6Z8iaenp6kpqby6YJPbbZc8/CRw3z6BMtVIa8y65tvvPnAx+vH1mfv3r2YzWbCwsJo1Chvf6uXlxfbtm+jakxVrl+7t1gPgNlkX9WBhZJDJrP8zLeYSLcukTyWcGq1Gr9gb8xms+TLVq7dukzNejUljUFqJrPZYXqjFdbVy9eoGuN4yYCtKBQKXFxc7Hp5n62kpqbaVSEirVbL8WPHOXr0KNdvXEcul6NWq3F2dkbj7MyRY0eZNHESZcqUYfrU6UwaNRk310c3dZeKk1Jl80SufFQk+/fvv2f/nVTCwsN4bvRzNhtv4sSJtGzVEo2L8xPttU5MTMTd3R2lUsnvv//O0aNHmTJlChcuXCAyMjL/uO+Xfk9AQADff/89ERERZGRkcObMGTw8PNi3bx+HDx/OX9IKeUntsh+XUTq89JN8m4IglCAieRRITE4kxSkZH09fSePw8fBj0+4/6dazi6RxSMm5GCYQ169ep2e3nlKHYffMZnHlPzc312Z7SbOzszl18hQnT57k8pXLgBmj0YS7uztqlQqVsxoXjYbwiAhatm5BUFDQPUsTk5KSeGf6DKZOnUq3nt04eOwATWKb2iT+oggLDOXUyVNUeURRKkuqXKUS3321SPLk8cyZM3y/dAldOnex6Zh+AX6kpqUwaPCgJzqXp6cnbm5uLFy4kBs3b5CaksJ7773HF19+wca/N2I2m3F1dWX+vPmsXrOaI0eOMGPGDM6dO0fv3r2pWbMmF85fYNy4cezYsYOffv6Jc+fOUr1GdVq3bkX1ajUeHYQgWIEomON4RPIo8Oobk3l78ru0rtVF0jg83b2I8Ihi1R+r6dBZ+mW0UtBobL+szNq02dpi137EGoxGUYDH39+f9evX06lTp8d+rsFg4Pr161y9epWrV65y+/ZtMjIzUKlUODk54aR0wknllPdnJyc0Gg0hocE0aFSfXn16Fqnapq+vL9PemsrgQUNo07oNQW5FL4ZiC+XKlGfn3u02TR59fHzIysqy2XgP8tPPP/Lc6OcICQmx2ZjnL5ynfYf2VKpU8dEHP4KTkxNNmzXh8qXLTHhpPJs2biIlJZX33nuPhZ8tpGrVqnh6enLkyBHOnslLCqtXr05UVBTPPfccWq2Wtu3aElM1hoaNGhIdXYEvvvqCq1ev0rB+I5KTky3wHQuCUBKI5FHA3d2d9PQ0qcMAoGaFuvy8ahFNmzfJb7xcUmRnZ+PmUfy+Z72dFg+xN2LmESa/MpmRI0ayadMmPD09USoUyOUK5Ao5crkchVyBTC5DoVTk/VkmQ6FQoFQqcXJS4uvji1+APw0bN8DX1xd3d3erL8f39PRk8ZJFvPLCq/R8pZdVx3pSwaWCubr6ms3HdXWV/uKRXK7A3d22laxPnTxFTHXLLdlv0LABDRo2AKB7j+4cPXKUkydPUb1Gdc6eOcvVq1dp27YtHTt2ZPHixSQmJuLn50eTJk1o3749HTp0YOWfK/Hy8qLhP/shN23czJo1aywWoyA8LlEwx/GI5FEgPT2diBD7aY/RsX5Ppk18hw8Wvid1KDa1Y9sOoisVr0qrALpc++7zZjdE8ghAdHQ03377Lev+WvtEbQ1sKTEhkSb1m6BW2ffKAYVCgVJm+7d9e+hde+jQwSfq5VgURqOBsLAwq52/WvVqVKtercB98+bOZ9fuXbRs0ZJbt27h6+tLVFQUM2fOpE6dOgQEBHDkyBHee/89+vTtja+PL/Xq1bNajIIgFD9iUXAJZzabeWPyVMoFFFxWYzQZuZVwk1yd1uYxaZxdqBFRj8VfLbH52FI6dPAQkdGRjz7Qwej1JbuCbmGJvpF5Jrw0gd59eksdxmM5ceIkoUHWSxIsyVlt+0TOzd0Nnc72F5GSk5N5dvQotm/fTutWbbh8+bLVxvrm22/4/fffC6wgyMjMtNp4d6Wnp3PhwoX8r59/YRxz5n5M46aNyMhMZ8GnCwBo1qwZ33zzDdeuXWP06NF8+OEHnDt3nujo4nfBUnAsciv9J1iP+OmWcDk5ORjQkeV+hyu3Lubff/LSMc5lHGL/1S1oc22fQFaIqMzFI9e5ceOGzceWitFotLueaJaQm5srdQgOwSRmHvMNHTqUDX//LXUYhRYeFkZqeorUYRSK2sn2yWNkVCR79uyx+bifLPiE1197nc1bNnHgwH6uXr1qtbF27dpFaHgo8+bPIzExkVWrVlG9RrVHP/EJpaen07plG154/kW02n/fq93d3VE6OXHu7DkA/Pz8eOuttwgODkapVBAUHESuVuxHFwTh8YnksYRzcXHh04ULGDZyKFdTz+Xffz3hEs+MGE6T1o05feWYJLG1rduV6ZPelWRsKTi7SL+0y9LMZjNGvVHqMByDSB7zeXt7s2L5Co4cOSJ1KIUSUz2Gc5fPPfpAO6B2Utl8lju6YjR79+216ZgAzmo14eHhNGvajJGjRtK6dWurjeXp6UnNWjVo1Lghi79fzJlzZ+jZy/pVpkNDQ7lw6Tx169Wlf78BzJzxLunp6QB4e3mRk5NT4PgtW7bQt18/AHz9fDl/3jF+b4XiSyaTWeUmWI9IHoV87bq2ZtOx1RgMBg6d3kfnDl3Yv+YE1SJrSxKPUqmkbZ2ufPzuXEnGt7XiOOuYnJSCn5+f1GE4BLFs9V8uLi6sWrWKn5b9zI4dO6QO55HkcjmJaYlkZll/meKTCg8O58TxEzYd09vb2+Y/m9TUVO7WzGjcuDF161ivVYjJZMr/sFq9RnVeHP8CE14ab7Xx/ksmk9GvX18mvzKJrMwsnnt2DEu/X4p/gD9nzpwpsJT21KlTdOveDYCkxCRCQx1jubVQfN1t1WHpm2A94qcr5IttUI+Xp77A8s2L2LZrC02aNrF5Q+n/Ci0VgSFZwbHD0sx+2opOp0NjBxUJLe3WzVuULVtG6jAcgli2eq9XX3uVP35fec/siT164eXnWb5qudRhPFJkmSj27LL9LKBGo2b+/PkAXLx0kYmTXrbqeH+uWknDhg2tOsZdixcvpnnLp20y1sPUqVOHGe++Q7VqMbz+2hs0rN+Iixcv5iXS/wgKCsLfP++C3qnTp3FycpIoWkEQHJVIHkswg8HA0aMFkzIfHx8iq5ZjSJ/hHDx0EKVC+oK8TWu04uu5i4v1zMzunbuJii4vdRgWd+PqDarEWK5UfXFmLsa/30Xl5eVFQEAAiYmJUofySG5ublyLu0qO1r4T3aBSQcRdi7PpmGazmaTkZGo9VZP3Z73Hhr/X075De2Z98D7LV/xslTEHDhhks1nri5cuUr1adZuMVRgvT3qZXbt38s1332AyGRk0eFD+YzqdLv+91MVZQ4UKFaQKUxCAf1t1WPo/wXqkzwwEySiVSqpVi7nnfjUa5AYVrVq1Qpdu+2I5/yWTyehQrwdvTZ7OW7OnSh2OVezds5fhY4ZKHYbFJSQkEhYWKnUYDqLkvdlptVoSEhJITEwkMTGR5ORkUlJSSE1OJTM7ExkykpKTmPTyZCa8PIGnnpJmCX1huLi4MHzMMLbu2kqbZm2kDueBZDIZOq1tK59ev34ds8lM/Qb1qd+gfv79TZs15eOPPubq1atEREQ81jlXr17Njl07CA8LY/Szz93zeGJiIsePHX/S0B/p0qVLODurKRVYyupjFZZMJiM4JJjgkGD27t/Lh7M/JC4ujpCQEHx8fLh48SJRUVHcvnMHpVJ8DBQE4fGIVw2hAL1eT0ZqNp6+brw59Q2eGTiK2hXrS7p0FcDb05dATWn+WrOe1u1aSRqLNeh0Otzc3aQOw+IMOoPkvzuO4tatm0x5cwpmsxmz2YxMLsPJyQmVkwonlRNOSieUTsq8r52cUCgVeX37lMq8rxV5X8vlcuRyOTKZrMDP3mQyYTQa8/9vNBoxGowYjAZMJhN6nR6j0YhOr0Ov12PQG9Dr9ej1enR6HQa9AZlMhhkzcpkcmVyGXCZHrvinMLri3zH/G8Pdm1KhBBko5ArkCjlqlRp3D3fc3dzx9faldHhpXF1d8fDwwMXFBYVCkR//vPnzWLd2Ha+9/irLf15Os2bN7OoDO0BUVBSLvlpMcGAwMRXvvTBnD+Z+OYfa9W2bhIeHh+Mf4IfBYLgnWXn+hed5e9rbvDXtbYD7HvNfW7ZsIT7hDjNmvsPUN+9/QXHOnI+ZOXOmZb6Bh9i+fTvtO7S3+jhFEXcjjk4dOzP6uWc5dOggISEhZGdn4+/vD4C3l7fEEQoCVilwIwrmWJdIHoUCvv3yO8qXqsTvZ37k8uUrdO3ZiYzL6Xi6e0kdGk9VrM/Pvy2iQeP6uLkVr0RLUwyL5QDoJejt5qj8AwKY8vqU/K+NRmN+8qbX6zEYDHk3owGjIS/5M5vNGAyG/GTQZDLlJ5/m++yhvJvQ/X+SKZfL8xNPhVKBQp6XkN69OTk55d+kfEN+ftzzrF27hulvvUOlipX4+KOPeW/We5LFcz9yuZx3P5jJgnmfcuPWDdo93U7qkO5RM6YW+07spXvPbjYdNyQkhClvTmHmuwUTOoVCQd3Yunz08YdotVo8vT25GXeTOrXr0rlzZ957P6/itslkws3VHb1ez+07t5j94WwAGjdtzLS3p+Lm6sbLL03MP6/SSUl4eLjVvy+TyURwSLDVxykKlVrFpUuXUDmpiY7O6+XcrFkztm/fRrv27TAYDRJHKAiCIxLJo1CAf0AAd04m80yncXw2+xv8wj2o6PGU1GHl61i/J9MmTueDhe9LHYpFqZ3VUodgFTqdXuoQHIepYLJ3N6Fzdi5+LVyKqm3bdrRt245bt27x6muvMuHllwgI8Jc6rHuMef45vvniGz7//jNGDXhW6nAK2Hd4Hw1aNbD5uLWfqs3Gvzfd97F27drRrt2/ibbZbGb5z8uZ/s7bVK5SOb866OHDh1EqlFSpWiX/2JYtW9KyZUsuXbrE5Fcm8fprb/DBh7MJs1EV0Zs3b9ptRWmFQsGAgQPIysoiMjISyEvi9ToD3bp0Z9GiRRJHKAj/Vlu19DkF6xE/XaGALt07cSflFnK5nOY12rJm1TpOXj0idVj5NM4uVI+ox+KvlkgdisUYDAY0xbDHI4DRIK5sC5Y3bdo0Zn84Gx8f+112N2zkMELLhbBo+SK7auGRnJrMpQsXbTZeUmISb74+ha1btjFl6pRHP4G8JWe9evfizalv5ieOADVq1KBqTNX7zoCXLVuWsLAw3nv/XSZPmszIkSMt9j08yOHDhykVGGD1cQrr2rVr/P77Hxw+dJhvv/kOJycnevXuxZo1a1iy5N/3zHbt2vHMM88QEhIiYbSCIDgqMfMoFCCTyZD981uhUCgZ1nEMl2/bVxPh6IgqrNr5C9euXSc83PF7VB3Yf5ByUeWkDsMqcnPFstXCMopqq4Vy5swZGjVpSLduXaUO5ZF69+tNYmIiH777IQ1rN6ZJvSZSh8SMV2YwZdabVmvDlJ6eztIlS0lPSyc0LJSjR47y7nvvoVKpLD7Wf/Xq04tlS5fZZFuD2Wzm8y8+59PPFlh9rMKaP+8TFHIFL4x7gcjISPbv38+s2e/z5+qVrF2zlitXrlC6dGl8fX3p06eP1OEKAkB+Z0ZLn1OwHjHzKBRw6uRpfFz+vZIa7B9Kg6rS96/6rzZ1O/PhW3OkDsMi9uzeQ4WKUVKHYXG5ubnIxab1QjObRJ/HwliwcAENGtp+2WVR+fn58e6H75Ijz2LJisVShwNA17ZdGf/cBKuc+8jhI1SIiua111+nTp26vD9rlk0SR4CAgABu3rxpk7G2bt3K082b2WSswpr9wSzem/UuZ8+fYdSzIylTugwfffgxe/fsZf78T9i0aRPJyckcOnSIn376SepwBQH4d9mqpW+C9YifrlDApvWbiQqrJHUYj6RUKnm6Wjs+nPGR1KE8sfS0NHx8faQOw+Ju37pD+GOW3y/JzIiZx8Jo1aIVW7dslTqMx9ajdw/upN0hV5crdShUr1KDbTu2WeXcjRo3YuPGjQBER0fbtBVEamoqrq6uNhnrjz/+oGmzpjYZ63E5OzvTrn07KkRH4aLRsP6vDZQKKEVqWirbtm8jOTUJHz8fTp8+LXWogiA4IJE8CgW069yWg2f3SB1GoYT4h2NOVXHo4CGpQ3kizsW00urNGzepWDFa6jAchph5LJyOHTvirNIwdco0EhISpQ7nsfTo1Z2/t/8tdRjIZDI6tu7IrVu3LH5us9mMVAsOvLy8uHnzJkeOHLH6WM4aZ7y8vKw+TlG5urrSqXMnxr80npOnTtK1WxdatW5Jy1YtiI2NpX79WDZu2ih1mIIA/7TqsORNshehEkIkj0IBZcuWIVOWjMlB9l81qdGKxZ8sw+DAhVk0xbTS6o1rcVSqbP+z2PbCJJLHQuvTpw+6XN1925HYs+DQYBKTEqQOA4DypcuTkphi0XNqtVo+/WQhbdtJ16Lksy8+Y9HiRaxdu9aq43Tt0pVXXnnVqmNYgkKh4MefltGpcyfKlClT4LHGTRqxevVqiSITBMFRieRRuMeQEQM5ftExZvNkMhnt6/Vg2uTpUodSJCaTCbWmeFZazc7KKnb9OK3LsRIhqY0aOYq5H8+ROozH4uPjQ2Jq3mzp9r3bmP/dPJb8soQjJ4/YNI4bt25w6NQhoitbdmXAkkXf06tXLxo3bmzR8z6uj+Z8xNhxY8nKyrLaGO+9/x7jxo212vltoVy5cqSlpRIfHy91KEIJJrPSf4L1iORRuEdkVCRmz1wSU+MxGAx2f3Xf28OHcPco/vxtldShPLZzZ84RGl48y6XrRY/HQjOZTMhk4uX4cZQrV476sQ14/dXXmfHOTA4fPix1SIVSMSaaJSuWsHXvVl596xWGPz+UuIzrvDN3Okaj0SYxrPxrJV17d7F4tdVcrZagoCCLnrOoVvyygqHDhlr8/SsxMZH09HRKlSplN99rUVy4cIH58z/h8LHDfPXtV1KHIwiCAxGtOoT7mjD5BZb/9Avn7xwm9WYmsRXsq6rcf9WsUIcVa5fQqFlDu96H8l87duygeTv7/tkWlU606Sg0g8Fg08IixUWnTp3o1KkTycnJLF32PTVq1JA6pEfq1bcX169fp1SpUgCoVCp69+3N/l37rdI6434uX7vEiw2ft9j5zp45yy8rfsXXx9di53xS1WtUZ+DggbRp24a/1v1lkXNu3ryZr7/5GldXFz6e+7HNqshagk6nY8f2HZw4eYKk5ET8Q/1JyUwhMyOTDes3MGzwMAIDA6UOUyiB8uYJLfvaJ2YerUt8WhHuSy6X07tvTwAWzvvinyII9v2PsWODnrw9eSYffT5L6lAKLe5GHEHBjnv1+mFEj8fCMxgMDvVB1N74+Pg4VPIdFlawP+3GjRtpXKepTV5j/9ryF6XCSln057Xqz1W8+eabFjufpXTo0IHbt24z6tlRdO7UmXZF2Iup1+t55ZVXqFmrJgmJCSz+fpEVIrWOO7fvsH79em7dvkV6ZhqN2zSi7+ie+Y9nZ2Xz8Yz5tGzRkt69e7N1q+NVMRYEwfYc591WkEzZqNIknUzEz8tf6lAeSq1ypm5kE7745EtGjh0hdTiFonZ2tvukvKh0WpE8FpZer0epVEgdhkNz5IJDzZo148N3PubphtbvqZuekUbfAUVrEG8ymTh86DC1atcqeM70DEuEZhXPjHiGLl270LF9R/5Y+Qf+fv40aNiAtm3aFur5er2ejMwMwiJC6du/aD83W7pw4QLr1v3FjbjreAd40XNQd9w97r/33MXVhddnTuaPZX/ywextnDp9ikoVRZEzwbbudma09DkF6xHJo/BI509eINK9utRhFEq5kCjW7T3NubPniKoQJXU4j6RxKZ7FcjIzMtEU00JA1qDX6VGpimfVXVvR6x13j+2OHTspG17W6uOcuXCGQ6cPMfj5QUV6/tWrV+nVozdvTnmDIcOG5N+vtvPfXT8/P3bv3c3+fft5acJLpKSm3Dd5NJlMGI1GnJycMJvN7Nq1i9//+J3BQwYRWz9WgsgfLTMzky2bt3Dh4gWSkhMJjAik69COj1zJsP3vHVy5eI3uA7pw+uQZYqpXpV27dly8cBGFQlzIEmxHJpNbfM+/qCFgXSJ5FB5o/74DhIQGk3onC4WX4/yqtHqqIwve+4KPv55lsz1ERaUupm06bt+6TXjp0lKH4TAMBoPdfwC3d0aDbYrNWMPGtRt5ecREq46xesMqJk+fzNz5c4p8jlcnvcafq/5k6fdLOX7sOHK5nKzMLLsvqnbXypV/8MOypYx4ZiQmk+me94cvv/yS4yeO07FDR7Zt30Zsg1jen/2eRNHen8lk4ujRo+zds5fk1GRyDVradm9N3Ta9H+s8NepW5/KFa8yY/D56vR4vL29iYqox/qUXmTdnvpWiFwShOHCcjECwufemz6JMUHla1OogdSiPRS6X07p2Z96dOovXp78idTgPdOfOHXz9fKQOwyribtykcqWKUofhMPQGPU4qJ6nDcGhGk+Mmj3KZ3OrL102Y6dipIx27dCzS8zdv2kLdenWpWrUqM9+dyU/LfiIhKYH4O3d4Z8YMC0dred99+x3t2rUjJDSEWbPfp1//frRr245OnTrh5eXFil9WcD3uOvM+mcvmzZuZ/Ooku2k1FB+fwMa//ybuZhzJaclUqV2ZrsM6Fvri6AdvfczLU8cDcOTgMapWr8zoAeMYPHIg/t7+jB7xHLdu3WLh5wvZsGEDP634kd497H+JrlA8WKO1hiiYY10ieRQeyKA30KZuF6nDKJIAn0A8b/qz5e8tNG3RVOpw7mvr5q1UrGbZPmv24nbcbZ5uZP39W8WFXi8K5jwpk4Mmj78s/4Xmsc2tPk5YUChHFx0r9PEmk4n3Z75P06ebEls/Fnd3t/wZRrlcTt/+fa0VqsWdO3cOnS6XerH1AKhStQpffPU5586e5+VJLxNdIRontRNvT38LyNuDKqXc3Fx2bNvBqdOnSE5LRqVR0q1/F1r4NX3sc928cYsrF6/mf31w1yGGdBtOq9YtMWfJGT1iFJC3tLdzx060bdOWGTPeITszh6FDhlrqWxIEoRgRyaPwQFWiYqQO4YnUq9KYZcu+oU79Ori4uEgdzj3Onj1H266tpQ7DKnK1uSIZegwGvR5ntdgj+iQctWDOyROnaNynqdXHWbLiezp2al/gvuTkZHx8fDAajQX2uZ05fYaff1pO7969WbF8OfPnfoKnpyfvzHjH6nFa2ooVKzh29BhvTnmjwP1ubm7UrFWDL778XKLI/mUymTh+/Dh79+wlJTWFjJwMmrdvSp/RPZ743H4Bvty+eZvEhCT8/H1p1rYp/p6lGD1qNAcOHuCzrxeSkZ5BakoqDdvEsnHlZtLTM3j3vXdp2KABkZH2XztAcGxi5tHxiORReCB5Mdhw3KlBL6ZOnM7sBe9KHco9lApFsU2wdDrHLV4iBZ1Oh7OzSB6fhEFvkDqEImnfoR2bd26iXfP2jz74CUSWLc/AoQPy9/qZzWZ6dOlJoyaNyNXm4u3tReu2bYipVpU1q9fy1lt5s3BTpk5l3bp1aDQaAgICrBqjpU1/ezq1a9firbenSR1KAWazmQsXLrBj+w4SkhJIS0+jQrUoOg9pb/F9+iqVikEjB/Lh1I+JjI7E1dkNlZOKr779isCyfrTp2YLffliJq8GFilWi8fH1Jjw0gqysLCa9MonvvlmEp6enRWMSBMGxieRRuC+j0Ui2NlvqMJ6Yq8aNqqFPsfS7ZfQfYl/LrDSuGqlDsJri2n7EWnJzc+1ydtyRmIyOuWy11lO1OHb8BMtX/UzPDr2sMobJZOLdj98ltEIIK//4k5hqMezetZu69erwzjv/ziYuW7aMLz77An9/vwLPb9OmjVXisqapU6bSqXNHatasKXUoANy4cYPNm7cQnxBPSloywaUD6dizvU0uGnXs2Y7zJy5QuUIV4uJv0KRdAzLSMokoGw7kLUN2UuZdyCwVVIocXQ6vTn6NK1eu0LdfX9asXmP1GIWSy9GqrSYnJzNu3Dj+/PNP5HI53bt3Z+7cuXazR9oWRPIo3JdCoaBu49pcuXKB0oHlpQ7niVQqXZU/dy7nZqubBAcHSx1OPudi3MrCbDZJHYJDydXpcHEVyeOTMDho8ggwdNhgVv7+J6+99yqjBjxLRGiERc8vl8uJjopG4+JCSHAwr776Kvv37SfuZlyB4/r27Uv37t3tvkr1o+zft5/y5ctJljiazWYuXrzIzp07SUxKIjUtBS8/D7r26/LAnovWJJPJiH26LhWrR1LXK69Hp4/vv8Xa6jauzbx3FtJzeFcAFn+7mBfHjKd06dK4u7lz6dIlypa1fisZQbAXTZs2ZciQIQwZMuSex/r378+tW7fYsGEDer2eoUOHMnLkSH744QfbByoRkTwKD9Srfw8WzvuctIxUPN29pA7nibSt25X33/iQud98KHUoAKSmpuLh6S51GFajd9AlhFLR5erw9PaSOgyHplQo0el0DrsUvFOXjrRp15o5H87h+uU4urbpSp0adSx2/u4duvPr8l8Z+exIAJ6q8xRP8dQ9xznqz+//rVi+go6dbFcl3GQycerkKfbt20dKajIpaSkERQTRrlsb3NxcbRbHw9RvWu+Bj5UKKsXZs2fIzdWRnZVF5x6dyM3NRa1W89prr7Fg4QI+nG0f751C8eNIex5Pnz7NunXr2L9/P7Vr1wZg/vz5tGvXjg8++MCuJiisSSSPwkONHPMMM16ZTf1ox66cqVQqaV69A7Omf8CkN1+WOhx2bNtBhUoVpA7DanRandQhOJTc3FxcXe3jQ6aj8vbxJjU1jYAAf6lDKTKVSsWkVyfx4eyP2LlvB3/89TujBo4iPOTJZiKzsrK4cusK3y3+zuFnFR/lk08+oV5sXRo0bGCV8+fm5nLwwEFOnz5DZlYGmVmZZOVkUaFqJK37NHfI5Fsmk/Htr1+hUjkxdsBrjB79HB4eHgBER0dz/ux5iSMUhKJJT08v8LVarUatLnpP5d27d+Pl5ZWfOAK0aNECuVzO3r176dq1a5HP7UhKTPKYkpLCkiVLeP7556UOxaEoFAqc3R3vzfB+gv1DuXTzLHt376NurOWu6BfF8WMnaNC8vqQxWJNeLwrmPA6DXv9Eb2gCeHl5kZmZ4dDJ410vTZxAeno6BoOBb7/6jjDfcNo93a7I5zt/5TzNWjQr9okjQFJCEi1btrDIuXJzczlz+gzHjh8nNTWVjMx0srVZ1G1Sm3b9W6JUFp+PUB6e7qxY+hvvTJ9B3Tp18+9Xq9UYDGIliWA9MrMMmdnCM4//nC8sLKzA/VOnTmXatGlFPu/t27fvKRymVCrx8fHh9u3bRT6voyk+r3yP4O3tLRLHImrXpTWrlq2ndnnrXMm1pQYxT7Psy6+pUau6pFeITSYjLi7Fs2CO2WxGL6qtPhadTodGUzx/H2zF38+f9LT0Rx/oIO7O/Lw0aQJvT53O8QXH6N9tAKFBoY99rmqVqvHO3OnEVIuhfKRj72F/kFWrVrFl02Zatm5FVFTh20tkZ2dz7Ogx9uzZQ1BQEBkZGWRlZ5GWkYbOkEul6hVp3Cm22BS0MpvN3Ll1hw2rNjFwZL8Cj104dZGXR0+65zkmk9jDLliP2WzO7yFryXMCXL9+Pf+1FHjgRdqZM2cyc+bM/K9zcnLYs2cPY8eOzb/v1KlTFo3RkZWY5FEouioxlVn1y1qpw7AImUxGx/q9mPLyNN6bN/PRT7AStXPxnWVKTUnF28db6jAcijZXV6IqtVlDSEgI8YnxUodhFVPeehOtVsvcmfMYM3Tso5/wH5lZmUSXq8iPP/zIG1PfePQTHNCG9euZM3dOoY5NSkpiz+49nDp1ijsJd2jepjkHjhzg+bZjKFOutFXjlNqq5Wt4c+I0Fi6aT3paRv7e+5TkFOKu3rzn+PUb1hOfUDz/XQnFn4eHR4Hk8UGeffZZevX6t9p1//796d69O926dcu/Lzg4mMDAQOLjC/57MBgMJCcnExgYaLnA7ZxIHoVCkTuBTp+Lysnxkx53Vw+iS9Xgp+9/pvcA65TGfxSNS/GttHrr5i3Kicp8j0Uv+jw+sVKlSnH+wjmpw7AaZ2dnrly/8ljPOXLiMLsP7Uav0DPsmWEEBQVZJzgJJScnM2fOHGrVqnXfx3U6HYcOHuLEiROkp2eQnpmOi6uGNp3a0LRdk/zj1vy5mpCw4lXsQq/XM/O19xn/xgsoFHJUahWVa1aibLkyrFj2G/06D6Jy1UpUialMRloWK35eUeD5c+bO4Y8//mDF8hUPGEEQnpzZnHez9Dkfh4+PDz4+/1YgvtvXtnz5gis1YmNjSU1N5eDBg/mvOZs2bcJkMlG3bl1KCpE8CoUyfPRQPn33G2IrNnn0wQ6gStnq/L7tR5q0uG3zq0Umkwl1MW7TEXf9JpWrVJY6DIdyt3G7UHR+fn6kZ2RIHYZV+fj7kJyajI+XzyOPPXH6BLtP7aZFhxbUrG0fvQ4tKTs7m6XfLyUrK4uJE1/Gzc0Nk8nEhQsXOLD/AEnJyWRkZKDV5RDbKJbeQ3s99N9YYkKiQxa7eRgnJyfKVShH/w6DCQwKJD0tjUqVKlO/fgMiIyPp26MfYWGhaLW5NGlc8L191KhRdO7Smc2bNksUvSDYn4oVK9KmTRtGjBjBZ599hl6vZ+zYsfTp06fEVFoFkTwKheTr64uTW/Fq/N6+fnfee/0D5nz9gU3HPXb0GCeOnWDptz8QGR1JdKUKeHg+elmFo0i4k0CZNmWkDkMoYZRKJcZiXtjjrZnTmPnmu0wY+dIjjz15/gQjnx2Jl5eX9QOzsQWfLCA9PZ3QsFCcnJz49tvvyMrKIisrk9KRZWjToTVeXp6FPt9Xn33NnTvxXDx3kXJR5awYue0NeKYvA57pC+TtA0uMTyQ1JY3UlFTmzpjL9m3bCxyv1+vp0rUL/fr1o13bohdpEoRCM5nzbpY+p5UsXbqUsWPH0rx5c+RyOd27d2fevHlWG88eieRRKDSZ0kxWTiaumuKxN8tJ6USzmLZ8NHMOE1570Wbj7tu7n1ETnsG/lB8Hdh/gi8++RK/V46JxQaPR4OLmQtlyZahQKRpfv0fPMNib3FydmEV7bNZ7oytJjMW8sMeuXbvROBeusFJ0+Yp8sfALJr16bwEUR5SVlcXp06fZumUrW7ZsIaZ6DEoXBW3btH6iJd+7duzBt5Q3P61dasFo7ZNMJsO/lD8+fj5Uj3iKX3755Z5jfvjxB2rVqkX/fv0liFAQ7MOWLVse+JiPjw8//PCD7YKxQyJ5FApt/KQXmPraW9QMboi3p6/U4VhESEA4F46cY//e/TxV996G2dYQdzOOwOBSyGQy6jWqR71GBZs3m0wmDh84ytIlS0lPzchPKjUuGvz8/ahQMYrSZSNwcnKySbyPS5crejw+LpMVr5KWJMW9pcDenXuIqVi9wH3ZOdksXPwpMoUMdxcPurXthq+3L9UqVePk2RMkJibi5+cnTcBFoNVqOX/uPMdPHCc5OZns7Cwys7JQqhRUq1mNwaMHMmr8CIuNt2nDRl54fYzFzucIrl25TtnyZakYXZHs7Oz8SrK79+zmr3Xr+GHpMokjFEoSa1ZbFaxDJI9CoalUKt5+dxozJs2moadl+mjZg8bVmvPD519To1YNm/TtUqudkMkevARYLpdTq04NatWpcc9jt+Jus3vbXn5e9jNKpRMuzhqcNRpUahWhYSFERkcSEhqMQqGw5rfwUKJNx+MTb3SWYTIZpQ7Bqia+OpEpr0ylwVP/tk36/tclTHh9Ah4eHuh0Oma/P5vcrFxCA8I4f+l8gSIQ9sBsNnPnzh2uX7/O7Vu3iU+IJycn559bNkazkcoxlWncutFjLT19XHf3GXt4ukv6emkL506fJ6piZP7XEWXC6dKtM8eOH2PyK5Px8/UlLS2vr+jBAwcljFQQBEcgkkfhsTg5OeER4ILeoMdJaZ8zX49LJpPRMbYnU16exsw571h9vCcplhMUEki3vp3vud9kMnHh3EX+3vA3N6/dRKVW46x2xtlZjbNGQ1BwIFHRkYSGh1r9g5JIHotA5I4WodcX75lHgBbtWvDjH8to0agliUkJ6GX6/FL0KpWK1998HYCLFy/SWtlK0iXkJpOJuBtxHDhwgGvXrpGZlUF2Tg5+Ab5ERUdStlJpmkQ0smmMN+Nu8fab0/Ev5UtyYgpDnxtks7Gl8tOi5eRk5fDcxGcJDQ9hxeLf8fH04deVK+g5oDu//fQ7AQEBNG7YpNgVDRIcgOmfm6XPKViNSB6FxzZk1CA+eHsOFYNrEOQbInU4FuHh5kmUX4xN2neonC2fdMvlcqKiI4mKjrznMZPJxOWLV9i0eTNxV+NwUqpwVqtRO6tRqdW4aDRElA0nokwEpQJLPXFyqdOJZauPS8w8WobRWLxnHgEaN27ExnUb6Tm8B7m6XN6c+uZ9jytXzvqFX1JTU4mPj+fWzVtcv36d7JxscrW55Oq05OTkoM3NJTg0kBZtWtCyc3Orx/Mo6enpfLHwc979ZDpqdclJkt587zV+XfI7X37wDWaZGTdXdzr3b0/nwe0BOH74BGnJ6bzxRvHsASrYN7Fs1fGI5FF4bD4+Psyc8zbvvDKr2CSPAFXK1eCP7T9ZtX2HTqfDWWPbXplyuZxykWUpF3n/3otarZYTR06yauUq7tyKx1mtwcXVBbVKjUqtws/fl7LlyxAaFoqb+8OLJel0OuQyUSzncRmL+XJLWzEaSsbP8a2Z03gq9imUCgVfffU1Xbt3teoe6PT0dI4fO87p06fJyMjg6tWruHu6oXF1ITg0iHKRZWnTrZVd9irV6XRMeWUK5SPLk56eztAxg0tU4nhXt4FdqNu0Dgnxibi6uhAZnde/LjsrG6PeyJjnSta+T0EQik4kj0KRpKamos8pfkvE2sV2493XZzP36w+tcv5jR48RXibMKucuKmdnZ2rXq0Xtevdvsh13/SaH9x9m5e+r0OXqcFY7o1apUTurcHJSodaoCQkJIjQ8FLPZTEhoyel1ZDnFqw2OVEzmkrNWqUPHvFmjtevWWSxxzMjI4PTp0/lJYk5ODplZmTiplNRrVI9eQ3o4XCXl1ye+ztjJo3lx+Mv0HtQT/wDHKR5kaSFhwYSE/fv6/OrYN5Ar5Jw8foounbtIF5hQopnNeTdLn1OwHpE8CkXy2fwviK3UVOowLM5J6cTT1dox+50PmfjGo3upPa59e/fTvHNji5/Xmv77geO/DAYD506dY/ee3ezfeQCzXkZifDIqlRMqtRonJyUqlQpvb29Cw0IIDgkmICCg2BepeBymErDc0hYMJWDP439lZmSSmZmJm1vhWij99ddfnDp1Cr1eh15nwNPTk6zsLLKys3BSO1G9Vgzte7S1y1nEx5EQn8DU16ZRPros/qX8WbpqkdQh2YXEhCT27zjAkYNHSUlK5erVa1SvVk3qsARBcCAieRSKpN+gPix4/wuql62Lv3cpqcOxqBD/cC7dPMfe3fuoG1vHoue+c+c2AYEBFj2n1JRKJZViKlEpphIqlZrurXvet8Lj7du3OX78OKv3r+XW7VvIZDJUahVOTkqUTk44OTnh5KREo3GmVGApAgMDCQgIwMfXp/gnmmLi0SJK2vLfzMxMzGbzY/37CA0JJe7OdXr174VOpyu2BVLMZjOlggN4dvxIqUOxC0ajkeWLf2XtH3+hVqp54403CAkJYfCQwYwYIX5GgoTMZrB0uyox9WhVInkUiiQ8IpznJo9k7Z/rMCQaCPIrPnsfARrGNOeHL76iWo0Yi16Bd3ZxfmibDkeXmZ75wNYAgYGBBAYG0rJly4eeQ6fTce7cOS5cuMC2TTtITErMSzRVTpgBNzdX1M5qDHo9nl5eBJTyx8/fH19fH3x8fNBoNA73MxZ9Hi3DaDBiNpsd7u+/KHQ6HS4uLnh4uKPRaAr9vPKR5fl+6RKAYps4mkwmVv+xmradW0sdil04f+YC895dQHpyBr/99luB1+gd23dIGJkgCI5IJI8WptVqOXfuHDExMVKHYnUREeE0a9mUv5fuKnbJo0wmo3PDPkyd+Dbvz59Z6OdNmzoNnSEXXz9fdm/fQ5myZXn3vZkolUqSk5NBVryTBIPuyZcNqlQqqlSpQpUqVR55bGZmJleuXOHq1asc2neY+Pi8nnFKpRInJyUKJyUKuRwnJycUSiVKpQKFQoFcLsfLyxM/Pz9KBZbC3d0ddw93XFxcpEk8TCVnr96TMJvNZGVlkZaWRnp6OikpKaSmppKSkkJOTg5XrlwhKyur0Es4HVFmZibOzs5MnvQKANVrFOwHazKZuBl3k4sXL3LlyhWys7PR5mrRanPQ5mpBBl37dpMidJv47edf2bN3H7Xq1KBytUpSh2MXvvj4K14Y+yItmhef/sxC8SGqrToekTxayKZNmwgICKBSpUolInG8a/3qv4kKrS51GFbh5uJO5eDaLP1uGf2H9C3Uc7Jzsnlt5iQAho8bQlJCMlNen8LM92cy5Y0pvP7eZGuGLDlb7zlzc3MrdKL5/0wmE/Hx8Vy7fo0TR06SlJRMSkoK2TnZyBUyFHIFCqUCpVKJTCZDLpejUCqRy2TI5DIUirz78xJRGTK5HJWTEy4uGlxcXXF1c/1nVsgDlcoJNzd3vLw8H5iYFqfU0Ww2k5ubi1b7T7uGf/6flZW3ry4rM4vMzExycnIwGo0YTUaMhrz/m0ymvPvybwZMJjMGgz7vOKMRFxcXvLy98PbxJig4mDKREdQProeLiwtafQ7paenFOnl89ZXXcHV1xdnZmbCwMHJyspk3dx5anZZcrRZtrpagkECq1apG574dUSpLztv8998txSw3MnXW61KHYje2/72TVye9Ts0aNaUORRCEYqLkvKtYWaNGjTAajSViudRdWq2Wa+fiqPhUbalDsZpKpauyaucvXGt6jfDS4Y88vtR/9jP6+vvg6efB5EmTadOlJRqXwi8vc0SOUrBELpfnL6Ot85Rl9rVqtVpSU1NJT08nOSWZX376laiK5THoDaSmppOWlvZP8inPS0bl8rw/y2TcunWL995/F5lMXqCapVwuRybL274hk8n+ueV9LZfLMZtM8M/99zJjNpnzHzebzchlcszklbaTyWTcvTabd+XXBMgwmUx5z/3nfsx5ybb5n6PNJjMmkxGTyYwZMyZjXtJn+mc8s9mESqVC46JBo9Hg6uqCq5sb3l5eeHh5EBhSFh9fbzw8PCxeudPX15e09HSCQxy74m9qauoDfz5lypbh999+p0OX9vQe2tPhC9tYyrLFy7h27SovvDZW6lDsxt5t+wn2DhOJo2DXRLVVxyOSRwtx+qfgR0miVqtx9yq+V/jvaluvMx++PY+533zwyGPPnDyLXq8v8Lswavwz1gzPrhj0Jatgyf9zdnbOT0gBTp48ycDB/SWOqmQpFRRIakqK1GE8VGZmJseOHePkiZPExd1ELpejUqlQq1Wo/umteuH8eUDG+7Peu+f5DerXxz/Il269i+/S08e1bMmPmORGXnx9nNXHMplM3Lx+i9AI+96qcXjfEQLcAmnW9GmpQxGEhzNZoWCOqCNgVSJ5FIosNTUVpbF4Flz4fwqFkpY1O/LulFm8+vakhx4bEBxQopaJ/Zcl9jwWG+K9y+ZCQ0I4c+qMJGNrtVrOnD7DyZMnuX79OjnZOahUapROirykUKVCpVLh5u5GRHg4bdq2ISgo6L6vF2azmWlT3+LXX36lW/d/k0SDwcDPPy+n+lOitcLXn3/Dndt3kCtklI8uR7uu7S0+Rtz1m2z7ewc3r9/EVeOaP5t+YN9BgsOCMBqMjH/z+ceeQTcYDFZ9n0iITyQzXkvXfiJxFATB8krup1zhiZlMJjA5VsPoogr0DebKLV+2/L2Fpi2a3veY7OxswiPCStTS5f+Xm6tDqRAvKXeZSljbCHsQHBLErh27LXY+g8HApUuXOH/+AlevXiX+TjwyZChVSlROTjg5qXBSOaFycsLZ2ZnQsDDq1K1D5y6dn2jfpUwmY8TIZ/jyiy8LJI87tu8gMTGR9LQ0S3x7Dmv6m9Np3LIhfZ/paZHzZaRnsmPzDs4cP4dKmbfk2kXjQqmgAFq0bEFYeGiB1/VqNWLIyMikbGQZ3nv9AyZNn/DQZDDu+k3+WrmB9JQMPDw8cHHRcP3aDTr360BUdKRFvof/t2X1Nl4aN9Hi5xUEaxDLVh2P+KQnFNnvK1YSHf54hUocWb0qjfnpx2+pXa/2fT8YarVajMaSO/OWcDue0JAwqcOwG0ZRQdXmVCoVer3uvo8ZDAauX7/OtavXuHbtGnfuxJORno5CqUShUKByckKhUOCkUqFUKlA6OaFWqQkICCAsNJRaNWvi5+9nk5UFZrOZeXPn8+yzowrcf/HSJSLKRjBk5BCrx2Cv3nr9Ldp0bU3VGpWLfA6TycS4weMJKFWKqKjyuHm6UyWmEh06dCxU+5Lqtavn/3nC5BeZ//6njH/9eSCvhcrGtZs4deQMLq6uuLu6ERQaTK/ePfEv5V8ghl9+/JV1v63nuYmjLPZ7dfTAMVo1a2Px/cSCIAh3ieRRKLKjh47RKDpQ6jBsqlOD3kybOJ0PFr5/z2Nubm4k3EmUICr7cPtmPBWjK0odht0wieRRErt27iI1JRWlkxNKZV6rFoUyb+mot483AQEB1G9QH19fXzw9H1wBV0oLFnxK6zatKFuubIH7+/btw5tvvClRVNLLzMzE1dP1iRLHRZ8t4cyJcwx+ZjCNmzV84r9/b19vLp27xLwZC3D38MDTy5PqtWLo3LkLCoXigc+Ty+X07NeDhPhEFs76kkrVK9C83ZMvM71x6Radn+7+xOcRBJsRex4djkgehSKb+9lHvPXaDBp6tJI6FJvROLtQu0xDvlr4Dc+MHlbgsZMnTlKhcpREkUnv5o1bNGzXROow7MaOPdvJNWvxcPPA08MTdw8PPDzccHN1w8PTA3f3vL6SYobAsipXqcz4CeOlDqPIDh48SGpyKs2bN7/nsd9+/Z3xr71o+6DsRHZWNgr5gxOyhzGZTPRs1ZcxLz7Hs2OetWhcn36zoFAzlvfjH+DHpDdfZuvGbXwwbQ7PTRqJi4tLkc6l0+nwcPEo0nMFQRAKSySPQpHJZDIaNotl69q/UKLEU+NDmeBIXDXFuwJr+bBo1u45w4XzFygfWT7//tMnT1O+ehkJI5NWVkYWXl5eUodhF7RaLbpgA3ERt7maex2D1oAx3YQx14hJZ8SQa8SkM2HUG5EBmEAGyJADMmRmwAwyZHn/l8nAlNdeI68Qzz+zJeZ//nT3Iqtcln/F9e6MSrXwqowaUXD5Y3GWmZUldQhP5M8//mTs82NZu2YtJ06cJDMrE2e1M2q1mmPHjtGmW8m5WHdXZmYmK5b9wrFjx+nc6/EK42RnZ/Plx9+QkpzK/C/mUi6ynMXjK2ri+P+aNG9Mzadq8NWCbwguHUinnh0e+xyXL1yhaqWS02daKB7yWkVZdqbQ0ucTChLJo/BEWrRqTotWeVfIr127xvYtOzl57iABziGUDir/iGc7rtZ1OjFvxkLmfDM7f+aoV99eLFg4n6iKli+A4AgcpcejLaSmpuLu5467v7vUoXBm+VmpQ7ApmUxGdnZ2kWdvpObu6cHmTVuIjCxPbP3Y/AsyeRVYp/HymIl88vV8aYO0sXemzqR1p+Y069AY/wC/Qj1Hq9XyzSeL0KhdeO6F0Xh42v+MnLuHO+NfeYEDew8y680PGfhsf4JCCr81JPF2IrUa1rVihIIgCCJ5FCwoPDyc/oPCAVi3eh1rfv+FqNDKlA+Nljgyy5PL5bSv14O3Jk/nrdlTAVAqlZhK8Dp70abjX+np6SjURVteJzyZ+g1jOXrkKLH1Y6UOpUheemnCfe/PK/hzg9jGjvl9PQl/f1/qNqzz0GOuX7nO2j/Wk52Rjbu7O+4e7vyy7Dd2Hdluoygtp3bdWlSrGcP33/5ARmY6w8cNKdTy9rTUdLy9vW0QoSBYjqi26nhE8ihYRZv2bWjdrjX79uxn2+btGHRGApThRASVffSTHYSvpx8hruX549c/6dytIwByWcndv2bQi9YUd6WlpyEXyaMkGjVqyOJvljhs8ng/8fEJbNu6FbWLit79e0kdjs0ZjQVfWzLSM9m4dhMXz1xC46JBqXCiXFRZ+g7oja+/L0ajkQHdhvD2e9OkCdgCnJycGDpyMFcvX+Xjt+fTtF0TatWpfs9xaSlpHD1wjKzMbG5eu/XQIj2CYJdEwRyHI5JHwWpkMhl1Y+tQNzbvivGP3//E+YuniQwtPhU5a1aow6/rl9KgUSx+/n4YSnCrDrFs9V9ZmVkoVCX3QoKU5HI56ZkZUodhUdOmTaN2bC1mzX2/xBVYunr5KufOnOfDt+fi6uqCq4srXj5eVK9Rne69ut03WVrw0UKq1YyhRZt7iw45mogyEbz+9qus+n0NH789j9GTRuLs7MzhfUe5eekWQQEhdGjWBXd3dxYt/k7qcAVBKAFE8ig8kdu3b+Pt7Y1arX7ksX0G9ObzBV8Sl3CdEP/i0w+wQ/2evPPq+yRk3mT8G+OkDkcyInn8V3p6OnKVmAGQSlZmptQhWFS9unVZsuj7Yj3raDAY2LV9N/t278NoNOLiqkHjoiEoOJBp70+hVGBAodtqHDt0nK9/+NLKEduOTCajY9f2NGragIUffI5MBv16DaDryB4Fjntm+AiJIhSEJ2CFZauIiUerEsmjUGRHjhyhR7ceDB/2DK++8Ur+/SaTCZlMdt83+lFjRvDOG+8Wq+RR5aSiceWWbL28ivLRxbdI0MPodDrklKwZkYdJTU9FqRHJo1RkMhlZWVm4urpKHcoTu3jxIj/9+DOTpkySOhSLyczMZMPavzl98jRqtRoXFw2u7q5EVYxkxLhhuLo92d9bTk6OhSK1L3HX46gYWZH+fQfg5la8q5oLgmC/RPIoFFn16tW5cOkCWVlZtH66LbE1GuHi60TValX4cuE3tO/UjkFDB+Dk5FTgecFhQej0OlROT17e3F6EBkQQ6Vwyq6wCJMYnERISKnUYdiMtMw2ll9OjDxSsonGzxhw+dJiGjRpKHcoTMRqNLF60hKYtm5KanCJ1OI8t7noc27Zs59qlqyiVTty6eYuoSlG4ebgSU7Mq7bq2tsoevekfvMWMqe9y5uQZPvlqHt4+jl9E5szJs6TFZzJqhGV7VAqC1PIK5li6VYdFTyf8h0gehSfm6upKq5atUWa48eufP9C9dzcCfYLRpPry/MjxpKanMnb8czRoWB+Anv26M2vaR9QIr4+Hm6fE0VvGtVtX8AorHt9LUdy5eYfoqOJXVbeoMjIyUKrEy6tU6tWry7dfL3L45PGtaW+zY/sOWrdvRbtObaUO575MJhNnTp9j+6ZtpCSloHHWoNG4oNFoCAwMpGnDpkT0j0CpVPLpgk/pN7K31fdtli1fhtfenkxqShqvTnidiNLhpCSnENs4lq49ulh1bGvQarWcOnya0aOekzoUQRAEkTwKlvHCxLGcPnWaZ6cORK1W8/ZHb7J65VpatH2arKwsqteoxtPNnmblnytxd3fnlbdfZsk3S7lxVU6lCMdvalw6pCx/HtsN3aWORBo3r9+kc4sS+s3fR2ZWJkq1eHmVilwuJysrS+owntjNm3Fk52Qz9qUxksZhMpm4euUqB/cd4vL5S5iRoXHW4OrigrOzhrDwMPr26kupwFIP3ZfYqFEjVv6yii49O9kkbi9vTxZ8O4+4GzcJDgli3qxPMBgMKJWO9W9z3R9/MbD/IKnDEATrMP1zs/Q5BatxrFdQwW4plUqqxlTN/9rPz4/BwwYWOGbT5k35f3Z1deXZcSM5fOgwf65YgylTgZuLOyG+4fh5F74wgj3R6Dw4sPsQtWNrSh2KzaWnZeLnV7jm3SVBljYLLycfqcMo0YpD0ZwOHTtSo45tXk90Oh1HDx/j8IEjJMUn/jODqEGtdkatVhMYWIp6tWPp1a0Xzs7ORRqjStUqLF+x3MKRP1pIaDAAA4b1483J05j+/jSHSSCzMrNw03iIPY6CINgNx3j1FIqtGjVrUDWmKvHx8ZjNZo4fO8GOjRtoVLGV1KE9thY1O7Ls589LZPJoNIgej//PYDAgV4oCQpIqBkVzoiIj+e7b7xgywnKzTtnZ2Rzaf4g/f11NaGgIapUaZ2dnXF1dKVOmDH169H7kDGJRyWQy/P38MZlMkrQc8fX3ZfSLo5j9zoe8Om2yzccvik1/baZPt35ShyEIVmM2m62w51FserQmkTwKklMqlQQH510ZDgkJwUWj4fLu64QEOF5F1tSkdMxms0POnD4J0aajILNcvHFJrWGjBhw9cpT6DepLHUqRBQYFolQquRl3i+CQoEI/LyE+kT0793D+zHkMOmP+LKKz2hk3NzfKlyuPRq1hzJgxNp/RatasGX/8/Add+3S16bh3hYQGoVKr2Ld7P3Vin5IkhsIym82YdGYx6ygUb2YzmCz8nimSR6sSyaNgd+o3rM+2VXMcMnmsW74x+3YeoG5D+/5QYmli5vE/5CXr4oE9atCwPt9+tcihk8effvyJkeNG3JM4piSncOjAYc6dOU9qUirOKjXOzhqc1Xn/9/HxoWpUDJ1adX5g4lGxYkXenjadWR+8b4tvJV/lKpUlWbr6/56fNIb5sxcA2HUCee3KNSpVrCx1GIIgCAWI5FGwO2lpaWh1jtmny2A0cefWHanDsDmDXiSPBYmrnlKTy+WYTI77ezlu7Diu37hBzO2q7N95ALVajbNKjVrtjLeXN2XLlqV+3wb4+fkVaQmol5cXAQEBVoj84WQyGaX8AyQtXCOXy3l+0ljeevUdoitXwMPDQ5I4HuXaletUjy552yCEkiWvVYflzylYj0geBbuz6e/NaJxcALgcd4GIoLKS7I8piprRT/Hj+q8pU740VWtUkTocmzHoxLLV/2cSpd7sgsnSS6FsKCQ4lI7tO9GmTRurjWE2SfN72qpNa35aspz+Q/tKMj7kJbETXn2Bbz//jpwcLV16dCa6UgXJ4rkfZ2e1VfpgCoIgPAnH+EQulCg9e/egXf+nOXxzJya/THac+VvqkApNqVQyoNUo1i7ZzNmT56QOxyZMJpNYtvpf4pVVKKJvv/mWtWvWcfHCBUoFlrLqWFKl1uXLlyfxZqJEo//Lw9ODsS8/x8hxwzl7+iyvjn+d7OxsqcPKFxoRyoWL56UOQxCs6m7BHEvfBOsRH3EEm0tKSmLD+g0PPaZGzRpMfHM8o54bSfeBnThx+YhtgrOQZpXb8fuyP6UOwyaSk1Lw97P98jd7ZpKJNy57YJJoZq2odDodv/7yK2tWr2H06OeoUb2GVcczSzgzG+BfCoPBPlYseHp50qFbO156YzzvTn1P6nCAvA/Uf6/ZRGw9x92zKwhC8SSSR8Fqjh87Tnp6+j33+/r60rJVywL33bx5k2+/+va+56lWPYbQqn6cuXbcKnFa2ro9f7Dhwi8Mf2GI1KHYRPyteMqXLS91GPZFJI92wWR0rBnxP1f+yf79B+jTuw+1a9e2+nhmCffmtmzdkh8XSVs457+8fbxo0KQ+M6e9x55deyWNZf3qDfTu1kdUWhWKP5OVboLViORRsJpvvviO3l37kZub+8hjS5UqxfKfVzCo3xBSU1PvebxH725UbFCG45cOWSFSy1h36Ff+uvQzzYfU49WZE/Hz95U6JJu4eeMWlSpVkjoMu2ISBXPsgqP9Pezbtx+FQmG73pQSLu0qW7YsibelX7r6Xy3bt+CZ54aSmprCjCnv2nx2dMfmnXz/zQ+sW7WesDDHqzguCELxJ5JHwWo+/uRD3v9oZqEq6ikUCuZ9OpfowGrMnv7xfY9p3uppnPxMaHO1lg71icUn3SZTnsKYyaOoWDW6RPV5TIxPokyZMlKHYV9Kzl+/XXO0mUelQsmkSZOoUcO6y1XvknpZr6+Pr+Qx3I+vvy8t27ag75De9Oncz2bjJiYkkRCXxKA+g/lhyQ82G1cQpCT2PDoekTzaicLMzjmimGoxha4WV7p0abwjXDhy7BDJycn3PWbA0H5sOPY7uTr7SSANBgMr9n/L8689J3UokjDqjQ5TDddWzGb7+0BcEtljYvIwzz43CpPJZLOLTyaJP2A1b96c3378Q9IYHiaiTDhxN27abAlrZkYG58+fx9/f3ybjCYI9MJvMVrkJ1iM+8dkBs9nM8eOOsZ/PmpRKJaNfGMWq9Svx8fG57zFeXl7M/HA6O09vsnF0D5aSnoSPvzcuri5ShyIJUWn1XqJgjn1wtOTx77//pnOnzrYbUOJf0+iK0Vy9eE3aIB7hp1U/0KVVN7Zu3Gr1sbas38Y709+x+jiCIAhPQiSPdkAmk9mkOIKjeNRVd1dXVwaO6s2Jy/ax//F24i2atWkqdRiSMejto2KiXRHJo11wpJVLOp2OC+cukpWVJXUoNuXv62/XSX5IaDAnrh7ly4Vfs/r31VYZQ6/Xs+mvLTRp2BSNRmOVMQTBXplMZqvcBOsRyaMgue1bt3Pt6uNdfa5YuSJGjX0s9TUYDWRl2k9vMFvT54rk8b/MJWjPqz1zlD2P8fHxNG3UjPg78VSrVs1m45pM0v98GjZuyNqV66QO46G8fbz45scvSUlJ5e3X36F+9UYkJd5/a8XjunThEq0btqN8eCT16tazyDkFQRCsSSSPguRSU9OY88G8x35eoxb1OXv1pBUiejzrj/5OkxYNpQ5DMkYH+YBuUzL7nUkpSRyh2mp8fDwL5n/K2HFj+fLLL206tj1cnY+JieH00bNSh/FICoWCvkN68/o7r/DtT1/Rt2t/i5y3TLkyDBsxlKdqP2WR8wmCoxF7Hh2PSB4FyT3dohknjp/k6pWrj/W8OnWfIkuWap2gCslgMFC6fDhqZ7WkcUjFbDZj0ImZx/8y2dHEY0Z6BjqdTuowJGG0kyb0D9Ozey8OHDhAv779bF54Sso+j3fJZDK7X7r6X+WjytGgcSyLv1nyROfJzs7h83lf0qdHXwtFJgiCYH0ieRQk5+rqSmzdWBZ+9MVjz2K5eki3P8RkMrF0+0KGjBkoWQxSy0jLwN3NQ+ow7I7ZjjoUZ3rnMHjcULRa+6lQbCuOsOexdOnS1KxZU5LkyV7K2ddv0IANazZKHcZjefmNCXz83pwi/7s6c+osa3/5i+dHv0BISIiFoxMEx2Eym61yE6xHJI+CXXjxlXGYnYwkJCQ81vOc3aSZ8dt1bBuLd8xn+MtDCAkPliQGexB/J54ypUWPx3vY0cxjtW7ViOoTzYBRgwokKDqdjtfefF3CyKzPaLT/mcdatWtRvlz5QvXDtTR76Udbs1YNjh88IXUYj8XZ2ZnnXx7LkN7DHvu5+/cc4NDOw4weNRpvb28rRCcIgmA9tn+3EoT78Pb25v0P33vs58nkMsxms80/BMWnxzHshcGULhtu03Htze2b8VSMrih1GHbFZDJhsqOZRwBnN2eiekbTc1hvzNlmnIJUXN5/iYAqAcTUrsGOTVvx8Ch+M8j2MrN2PytX/skPS5aCTMZnCz+TJIa7zbSlTiJlMhn+fo7X27BHv+4s+eaHQh+/9o91HDpwmMYNGzP+xQlWjEwQHIc19iiKPY/WJWYeBYd27tR5ST74GA0mkuKTbD6uvYm/FU+FChWkDsOuaLVa5E4KqcO4h3spd2o99xQ1nq9F9QE16Di7M/WHN6Ttm20Z+dyzUodnFUql0m73e4aHhWEym5k9a/YD+9pam5PSCb1eL8nY/1W7dm22bNwmdRiPxcXVhXKRZZn0wivs273/kcdnZ+XQu0dvenTraYPoBMExiFYdjkckj4JD8/Xyk2Rcd2cPfPzEcqPcnFycnZ2lDsOupKWloVDbX/IIeTM8SnXeghOlSolMLsMr2BuTs4m9e/ay/8B+rl+/LnGUluPs7ExOTo7UYdxX9RrViYmJISIiQrIYnJzsJ3msW68u+3cckDqMx/bZ4gUMGN6PLxZ8ydo//3rosV37dObsuXM2ikwQBME6xLLVEsJgMEiyp8bazl84T7RfDTTOLjYdN95wnbKRZW06pj0y6EWbjv9KS0tDaafJ44NEtCzD3NWfIFco0KfoyInL5vlRY9mxbxdms5mpr73Jyj9XcuDIITq17cjBY4eoUaUa9erZd186V1cXtDlaPD09pQ7lHp8t/JydO3ey4pcV9OjeQ5IYVCqV3SSPcrkcP29pLgY+qcpVK/H5kk8Z2H0obTu2LvDY7Vu32bx+K5WrVeLI3qMMGThUoigFwT6ZzVZYtmrHWxaKAzHzWEL8+uuvUodgFRPfHM/R6/tsPq4uy8Cyb38m7tpNm49tT4wiebxHeka63c48PohPWR+qdoqhcvvKVB9Qg6derMuyo8vJqZRLUlAKI8eMYs5X85HVV/Dt/kVsOb+Vw8eOSh02ly5efujjGhcXtLn2V2X21KnT/P7b7zRr1owO7TtIFkfezKP9FBWqUasmu7bvkTqMIntx0ljaNe1Y4L5rV66TlpTK8X0nmPDCS/j7O97eTkEQhP8nkscSolevXlKHYBWRUZE4a2xfcXVY6+cJya7InLcXPHZ7keJEZyezFvYkLTUNucqxX1qVaiXlm5THK9SLkJgQAjoF0fL1Vrh4uRBeJ4IKraL58usvGfPiuPxWBYcOH+KLrx/c5F6r1XLgwIEit6RY+NlCXpj0Yv547777HmNmjCOqcjRdunS973Nc3Vztctnq3xv+JiwsDDc3N0mL1TirndHb0Z7QBg3qs2PjTqnDKLJadWsRGFyqwH11Yp8iODyYEc+MRKFwrItKgmALYs+j4yl+6xiFEqdSzUguXjmKXmfEoDNi1BnR5Row5Bpwkqvw0Hjj7e6Dt4evRZfuhpQKQ6aXl+jlESZDyU2cH+ROwh2cXFRSh2FR7n7uBb7WeGjo9nEPtn+2Dblczm+//caSdT/gXcGHE8+foFJMJZ59ZhRxcXF8vGAOH8yczbfffcfyLSvo17IPgwYO4rW330CbreWTj+bdM156ejrjnn+BHGM2VSpU4e9dG6nSKQZZuJn2AzpSJqoMSRnJxA6rT91B9biy9RJVa1bj68++pE6dOvnn8fTwICfb/pLHKlUrc+nCRYYPG45aLU27IchbtqrT20/yqFAoUMqduHThMmXLO2YLoPJR5Vj89RIGDc/r//vLD78SWaYC7u7uj3imIAiCYxDJo+Dw2nVs98DHMjMziYuLI+76TW5cu0ROtjYvwdQbMeQa8hNOjDLcNZ54unjj4+WHRq155Lg6nRaFRl4s95IWll4nksf/SkhKQFWueCWP96NwUhASFcLol8dw4cpFWr2at9crJSyZnXt3cWb8Wdb8vYZKTSuzcOFC5n36Cb0/6cvqn9bx57Y1BJQL4MaF63y8YC7jx7yQf95qtWpSNrYsvtV9KV87iuQryTRv3BKVJu9nGlo3rz1OubtPUEOFdhXxq+zP4OFDuXnpJr/98QtPt3gaNw93u5x5VKvVxN28SUpqChrNo19rrEWltp89j3cNGTqY9957j1kL3pU6lCIZM2E0r7zwOseOHEehUDKw70CaP91c6rAEwX5ZoVUHYubRqkrup16hRHBzc6NChQqPbCeRm5vLnTt3iLsRx41rcdxOScOQm5dY6nUGjP8kmQa9kfNxZ5Cb5Zy8dIwvly+w0Xdif3Q6HQqZYy/PtIbktGRUxWzm8UEiW0dhNpspL4vKv8+3tB9qVzXZSdkM7TecEz8dJz45kY5vd0LtoqbO0Lr5x5ZtW44rB6/SdUR32tdrx5o9a2nQtwFhTf7tnxpQIaBQsfhG+DHwq8HcOHGdrp27AxAUGsSY0c9Rv0F9C33HlpGTncOBAweoUaMGJ46fkGwfnFqlxmhnqwdKly5NgF8AOp0Olcrx/h25ubvxyTdzATh/9jzff7lMJI+CIBQrInkUBPJmAsLDwwkPD4eHfM7866+/iNSHEF0lCo2LBrWzdEvOpJYYn0RwUIjUYdid1PRUfJ1LTlGM++3Zc/N3x80/b5le2ZZlOb/pAtGBFe/7/MBaQZSqGci679dTfXBNnNRORY9FLiMsJpxXtryGXqtn7aw1/Lj8J3JzdWzdspUTJ05QITqKMWPG0KVrlyKP86RatGzBiBEjuH79uqQFVJydnTEY7Kdgzl2jnxvNy6MnM+/rj6UO5Ym8OPIlvv7qa6nDEAS7ZjKbMVl4+4+lzycUJKYNBKGQtFoty1YspV7jOnj5eJXoxBEg/lY8FaIePqNbEhnNRmRy6Yqg2BsXH1cq96iCQvngYiEymYxaA2s/UeL4X07OTnSa0pl2H3Rg29ntBHcIodeCPsROacjla1csNk5RvTzpJZKTkvntt98ki8HFxQVtbq5k4z9IUHAQLVu04ref/pA6lCL7/ec/6duvLzVr1JI6FEGwa+Z/lq1a+iZYj0geBaGQzp49S2SlSKnDsBu34m5TseL9Z5NKMrPIG+2KXCkndnR9Stcpg1eQFypnFXqT9Pv8VCoVLm4uBAUHSRaDRqNBZ4fJI0D/Af24eeU22dnZUodSJCeOnmDcc89LHYYgCILFieRREAopJiaGmpVq8/vSP0lPTZc6HMmlpaQTGBgodRh2xywvWisKwXb0BumTxx9/+BEPDw98/ye0aAAAbglJREFUvH0ki0HjokFnR606/qthwwbMfvtDqcN4bMePnKBKpcqSFkMSBEchZh4dj0geBaGQZDIZbVu3Zcwz4zi64xRrf11vd5UKbcloR83F7YlJJt607J1Wp5U6BIJDgvH08CQqKurRB1uJu5s72hzpfxYPYjAYyMrMLnJvUKns3LyLwIBgqcMQBEGwClEwRxAek5OTEwP7DSQlJYWffvkRd39X6jetJ2mzbynoRfJ4f+KSnN3L1dtmqabBYODSpUucOX2Wq1eukhAfj0KpRKVSkZOdw5GjRzh48CC1akmzL06jse+Zx2ZPN8PJyYlxw19kwbf39gO1V/2H92Xnhr1ShyEIDsFkMmOy8Eyhpc8nFCSSR0EoIm9vb559ZjQXL11k5fcriaxWnkox0VKHZTMGvX2V+LcXZjHzaPdydUVLHtPT07l+7QaXLl/i1s2bJMQnoNPpcVI6oVAqcFI4oVKpUCgUODk5oXZSUyqwFGVCy1CvVj38fP2Qy/OuLrw/+30CAgJYtWqVSB4fIC0tjVnvz+bTJfOlDqXQNm/YyqRxr7B61WqpQxEEQbAKkTwKwhMqV7YcL4wZz67dO/l18R/Ub1GXwODivxfQZGf94eyFCcdaYlcS5ei1XL58mWtXr3H92nXu3IknLS0NuUyGUumE0kmJSqlCqVTmJYJKJ5RKJa4urvj6+hIRFEGtKrXw9vYu8r62iS9N5KN5H1Gnbh0Lf3eF5+LiQq4dJ48/LP2BT5fMx8PDXepQCs3H15sOndtRtmxZqUMRBIdgNmHxPYpm8TZsVSJ5FAQLqR/bgNh69fntj9/Yu/UALTo2w9XNVeqwrEanE8tW78csFzOP9i45MYlTR07j5+dH7FP18fHxwdPDM39W0BbkcjkpKSlERkpXwVmlUmG0wz6Pd/n5+ZMYn+hQyWO1mjFcPnMFDw8PqUMRBEGwCpE8CoIFyWQyunXpltcT8ucf0Ct0NG/XFIXiwT3uHJHZbBYzjw8glq3aP5W7ilYtW+HkZLm+kkXRvUt3hg8bzu+//46zs7PNx5fL5XbdTDs3V4vRwV5nTCYTOVn2W4RIEOyN2PPoeERpB8GmUlNT2bJlC2fPnpU6FKtydnZm6KBhdG3VnbU/bWDv9v1Sh2RRGWkZuLuJK+v3I5JH+ydzkZOalip1GJw4eYLBgwczaNAg6YKw4+Tx4MFDlItyrOWfcrkcuVJ8tBKEwjKbzVa5FZVer2fy5MlUrVoVV1dXgoODGTRoEDdv3ixwXHJyMv3798fDwwMvLy+GDx9OZmZmgWOOHTtGo0aNcHZ2JiwsjFmzZj1y/GvXrtG+fXtcXFwICAhg4sSJGP6zQmTLli3UrFkTtVpN+fLl+e677+45z4IFCyhdujTOzs7UrVuXffv2Pf4P4wHEK5xgMTdu3ODzzz9HJpMxatQocv/TfHrt2rWsXLmS7JxsPvjgA8aNG0d8fLxE0dqGv78/Y58dR7XyNfnj+9WcO3Ve6pAsIiE+gTKly0gdhl0SyaP9k7vJSUtLkzoMenTrwXvvvUd4RPgTfdh5EvZ8hd5Zo7bpUmJLSElOFRfWBMGBZWdnc+jQId58800OHTrEr7/+ytmzZ+nUqVOB4/r378/JkyfZsGEDq1atYtu2bYwcOTL/8fT0dFq1akVERAQHDx5k9uzZTJs2jS+++OKBYxuNRtq3b49Op2PXrl0sWrSI7777jilTpuQfc/nyZdq3b0+zZs04cuQIL774Is888wx//fVX/jE//fQTEyZMYOrUqRw6dIhq1arRunVri33mFstWhUIzm82cOXMGo9FIlSpV8u87dOgQe/bsISwsjHbt21GtWjUCgwKpWrUqU6ZMwWQ2odfpqVO3Dk2bNQWgdOnSrFm9hhkzZuDr68urr74q+RIya4quEE10hWi27djGb0tW0rBVLP6l/KUOq8hu34ynYnRFqcOwS2bs98O4kMfJy8kuZh5dXFxo3qI5ly5d4sSJE1StWtX2QdhxhyGNc9GKEUlp3e9/MWbkOKnDEASHYTJbYdnqE1yM8/T0ZMOGDQXu++STT6hTpw7Xrl0jPDyc06dPs27dOvbv30/t2rUBmD9/Pu3ateODDz4gODiYpUuXotPp+Oabb1CpVFSuXJkjR47w0UcfFUgy/9/69es5deoUf//9N6VKlaJ69epMnz6dyZMnM23aNFQqFZ999hllypThww8/BKBixYrs2LGDjz/+mNatWwPw0UcfMWLECIYOHQrAZ599xurVq/nmm2945ZVXivyzucuxLukJkjl69CgLFy4kITGBpOQkvvvuOxYvXsx3i77DaDIybPgwWrZqiZ+fH7v37OaVV17h6LGjdO/RnZ49e9Kvfz/Kly+ff77du3cTHx+PUqnk559/Zs6cOWRkZEj4HdpG44aNeWH0eK6dvMXKZatIT02XOqQiib8VT4UKFaQOwy6JmUf75+7vQXJSstRhAPDKy68QWT6SM2fOsHevBL0B7XjZakxMDJs3bJU6jMfi7u4uyf5VQRDulZ6eXuD23xVxhZWWloZMJsPLywvI+wzr5eWVnzgCtGjRArlcnv86vnv3bho3boxKpco/pnXr1pw9e5aUlJT7jrN7926qVq1KqVKlCjwnPT2dkydP5h/TokWLAs9r3bo1u3fvBkCn03Hw4MECx8jlclq0aJF/zJMSyaPwUGazmUWLFnH79m2GDhvKU089RZ06dejdpzc9e/WkT58+Rbpa3qFDBzw8PejZqyf7D+zHy8uLK1euoNVq0WqLd7EBuVxO9y7deXboGI7vPM2q5WvR5jjW96zNyRUfkB5AJI/2z93fnaSUJKnDAMDP14+xz45lyfdL+Gv9X49+goVJtVy2MLp07cLOjbsxmRyj7v7F85fZsG4jRqNjFfkRBCmZTWar3ADCwsLw9PTMv7377ruPHZ9Wq2Xy5Mn07ds3v4ry7du3CQgIKHCcUqnEx8eH27dv5x/z/0kgkP/13WP+qzDPedAx6enp5OTkkJiYiNFovO8xDxr3cYllq8JD/fLLLzRq3IigoCCLntfDw4OXXnop/+suXbvw6YJPCSgVgIeHBwaDgYsXLhIWFsbAgQOLZaKiUqno33cAmZmZ/LTiR4xKPU+3a4pSaf//LA2iTcd9mUwmu14GKORxdnMmOztb6jCAvN+ZX37/BXd3d954/Q2bj2+/qWOe/gP6sfz7FfQe1EvqUB7Jx9ebak/FcO7cOSpWFMv6BUFq169fL9A2R61W33PM0qVLGTVqVP7Xa9eupVGjRkBe8ZxevXphNptZuHCh9QN2EPb/KVWQVHp6usUTx/txc3Nj0uRJBe7T6/WcPXuWrl27snbtWqvHIBU3NzeGD3mGxMREfv7lZ1y9nWncsiEymf1mIQa9SB7vJzMzE4VT8WrLUlzpDDqpQwBg/KTxODs7U7VKVUmKw5jtfFZPp9Pj6+8jdRiF4u3jRaUq0bi5uUkdiiA4DGu26vDw8Hhkz9VOnTpRt27d/K9DQkKAfxPHq1evsmnTpgLnCQwMvKf4jMFgIDk5mcDAwPxj7ty5U+CYu1/fPea/AgMD76mK+t/nPOi8Hh4eaDQaFAoFCoXivsc8aNzHJZatllBHjhzht99+e+DVd5PJxNKlS4mqEGXjyP7l5OTE9Lens27dumKdPN7l5+fHcyOe4+m6LVm1bB0Hdh2UOqQHEsnj/aWlpaFwFtfkHIHeqJc6BACc1c7s3LGTBg0aSDK+Xm8fP4cHMej1yOyw4qrJZCIxPvGe++NvJhAaGipBRIIgFIW7uzvly5fPv2k0mvzE8fz58/z999/4+voWeE5sbCypqakcPPjv57RNmzZhMpnyE9HY2Fi2bdtW4DV2w4YNVKhQAW9v7/vGEhsby/Hjxwskphs2bMDDw4NKlSrlH7Nx48YCz9uwYQOxsbFA3qq2WrVqFTjGZDKxcePG/GOelPiUU0IdOHCAtu3a8vsfv6PX6ZHJZWDO24+nN+gxGU20at0KPz8/SeP88acfOX/+PNWrVWfXrl3ExsZiNpvtelbuSYWFhTHu2ec5feY0f3y/mnKVy1ClRiWpwyrAoBd7eu4nLS0NhUrMPDoCnc4+Zh5v376Nh6dH/jIpW7OX5bsP4urqSvKF+xeXkIpOp6Nbux6UrVYWbaYWbYaWYwdOEFY6lDLREbi7edC/1wCpwxQEh/D/exQtec6i0uv19OjRg0OHDrFq1SqMRmP+XkEfHx9UKhUVK1akTZs2jBgxgs8++wy9Xs/YsWPp06cPwcHBAPTr14+33nqL4cOHM3nyZE6cOMHcuXP5+OOPHzh2q1atqFSpEgMHDmTWrFncvn2bN954gzFjxuQvuX322Wf55JNPmDRpEsOGDWPTpk38/PPPrF69Ov88EyZMYPDgwdSuXZs6deowZ84csrKy8quvPimRPJYw8fHxxMfHk5OTg4+PD127dpU6pIeSyWRERUWRkZnB3j17mTdvHkqlkpSUFEJCQrh58yZXrlwhMjKSiRMnSh2uRVWMrkjF6IrsO7CP35b8SbV6VSgbaR+9FcXM4/2lZ6QjV9nfLIlwr1xD0aruWVq58uUYPHiwZOPnZNt3sa7ExES8fDylDqOAk8dPU7tVTToMb1fg/rsXNq9uvPmAZwqCYO/i4uJYuXIlANWrVy/w2ObNm2natCmQt1dy7NixNG/ePK8QYvfuzJs3L/9YT09P1q9fz5gxY6hVqxZ+fn5MmTKlQJuOLVu20KxZMy5fvkzp0qVRKBSsWrWK0aNHExsbi6urK4MHD+btt9/Of06ZMmVYvXo148ePZ+7cuYSGhvLVV1/lt+kA6N27NwkJCUyZMoXbt29TvXp11q1bd08RnaISyWMJs23bNtavX1+gWI0jUCgU1G9Qn/oN6t/zWFpaGj/88ANdunRhypQp1KxZU4IIradO7TrUqV2HTZs38duSlcQ2r0NgsGXWrReFwWAA+94mJZnMjEyRPDoIe9jzeOHiBVxcXO4pu25LarWajIwM3N3dJYvhYWrWqsnLEyfSsq10P6P/Cgjww8Pr3oT27oqYHH2OrUMSBIdlbzOPpUuXLlQVah8fH3744YeHHhMTE8P27dsf+Pjly5cpX758/j5LgIiICNasWfPQ8zZt2pTDhw8/9JixY8cyduzYhx5TVCJ5LGF69OhB9+7dmTt3LkOHDS3Qf8ZReXp6Mnr0aAYOHMiY58awZs0adu7cSbVq1aQOzaKebvY0zZo2489VK9m9eR9N2zbC2+f+6+atKSkhieCgkEcfaEGffPkJR88fQ4kSBXI83DwIKRVCWFAYERERlClT5pGb4m0hNTUVpVosW3UEuXppZx7nzJvDl998yckTJyWNo85TdThz+gxP1XlK0jgexMvLi7FjxvDVJ9/wzNhhUocDQEhYCNdO3MDU1XTfIkdZsgyOnThGTJUYCaITBMditkLBHEsno9ayZs0aZs6ciZOTk9ShPBaRPJZAMpmMYcOGsXz5ciIiImjQUJpCDZbm5ubGosWLuHHjBh988AFmk5nXXnuN0NBQh2h/URgymYxOHTtjMBhY8dtyEtPiadauCa5urjaL4c7teCLLRz7yOK1Wy7Vr1wgMDMTd3f2J9qkuXryYFm+3Qu2qxmw2o8/RczHjMqcyTqPfrUO7NhdTrgm5WZ5/kxllef83y1CaFcjMeV97eXgR4BdAaKlQSpcujYeHByEhIRZpB5OZnYnCs3j8rhV3N3W32Lx1M82aNJNk/DXr1lC7Vm1JKqz+v0aNGvH9su/tNnk0GAxonDUcOXDMpuOmp2ewb/c+jh09QUZGOnInGQq1khvnbvDp158Q4OuPPlePWnNv6f+araqxYtlykTwKgvBQy5cvlzqEIhGfckooDw8Phg8fztZtW/Mq/RWTBBIgNDSUOXPmkJSUxMa/N5KZmUmuLpd9+/bx9Vdf4+pqu0TLWpRKJX169kWr1fLj8mXkGLN5un1T1GrrzyTfuRlP4xqP/sC9Y8cONC4arl27Rlp6Wv4yELPJjBkzMmSYzCZUTir8/Pzw8/PD398fHx+fez5Ql61QNr+lgEwmQ+WiQuWiglKPtxfKbDKjy9FxJesaZzLPkbtbi0lnQp+tx6w3I0eOzCRDZpb9k2z++2cZMmSmvGRULpOD0YzMLMfNxRV3Nw883Nw5cPAAAd2lW1IsFF5U1wp8+u2nLP9lOZ/O+9SmY2u1Wjp27MiwYdLPpKlUKrIyM6UOA8ibuT927Djnzp4lLSONlIwU0nPS8S3rRbWOlZgzex4vTnzeImMZDAZOnzjD4YOHuXL1KshBoVIgV8mRq+SoXVUElStFzR4xuHn++56x/KNfgbxq4Hqd4b7Jo0wmw8nTsWYSBEEqZrO5UMtEH/ecgvWI5LGEa9K4CX/99RcHDx6kVq1aUodjUb6+vvTq/W9j6YEDB/LZZ59hMpmYMGECMpmMnJwc4uLicHV1JSgoSPJZgMfl7OzMkIFDSUtL4+dffkLmbKZZ2yYoFNZbOpmUkExYWNgjj0tJSaFd+3aP/JnqdDoSEhKIj4/n5KmTJCUlYTKZ8rqXy/JKTDd9qimLZi+i/tiGeAQUfXmqTC5D7apG7arOO0/ZIp8KyHuDMugMZOZmkaJNxTvQFzdf0ePNUVQbWoPDnx3k8NHD1KhWwyZjrl23ls1bN1OxUkW72WeYo7Vt0RytVsu5s+c4ceIEySnJpGfmJYpGtYFytctQoWMUcvm9rzEr/tfefYc3Wb2PH38n6aab7lJaoEAZpawKZe9ZkClbtqKgIoggoPIR2SiiokwZsgQVZO8tq8yy9yh0At27yfP7gx/9WgHLSJqO+3VduS6bnOecO8E2uXPOuc/ZdSQkJGJrm/vrptPpuH3zDiePn+T6jRtkZGWiMVWjMdegNlVhYq7B0dMRlxrOlA/2RWPyYn8zy9Usy4+zfuLUydMEdn/+/nprTwtZuiqEKJQkeRS0bNmSTZs2FboZyH+ztrbm/aHvc+PGDYYPH06VgCqYmpri7OxMeno6ERERlPQqSXBwcIE7CsTOzo7BA94hJiaGv9avR1Er6BQtWkWLiZkGN083vHw8sXewf+3npsvSvlCSrSjKC7UzMzPD09Mzx4bxZxkyZAi//fkbB/ccwrmJywvHa0gqlQpTc1NMzU2xtLU0djjiFVQbUoN5v8xj7uy5eTJeyZIlCTkRQqPGjfJkvBeRmmyYAi8PHjzk8qVLXL9+nfjEeJJSkohLjiNdm4Z7BVf861TCzSb3JfBPvNGyJksX/soHI94H4NGDR5wMOcnlS1d4FBuL2kyNxkyDxkyF2lSNnYstLr4uNGxYFzML/azKCGjgz22nO3zw1pD/7LN0QCm2b90myaMQudAZYM+jvvsTOUnyKAAIDg5mxYoVJCcnF4plnf+lTJkyTJ8x/ZmPhd0No2zZspw9e7ZAvg7Ozs4M6j84x31paWncvn2bm5ducvbBRRR0ZOmyHieXOi0qDTi7OePm4YKLu0uuRZRe9IxHlVq/CbiFhQV9e/al3PFyLD63lOK+xXO/SIgXcD/yfp6NdfrMaT4e8THBwcF5NmZuTE1MX/lvf2JiIhfOX+DKlSskJSeRlPr4lpiSgImNCaWqlqRM8zKUNHN/7ThL+nkRcSuKKd9MQ2OmxtLGAhcfZyq1r4CNvXWefennU9E71zYqlYoU02Ti4uKwt7c3fFBCCJFHJHkU2Vq3bs2+ffto3aa1sUMxGq+SXuw/sJ/ly5fj4+OT49ycgsrCwgI/Pz/8/Pye+XhWVhbh4eHcDbvLqUuhpGekkaXTotNp0aFDp+hQm6hwcnXCzdOV9FTjVqkMeiOIlbtXga9RwxCFiLVl3i013r5zO4GB+as4Tc2aNbl06TI1a/731oXMzEx++ulnsrSZJKUmkZCSgE6ThXd1L/ya+eFlZvj9vrVa1zT4GPpSqX551vy1hnf6vpN7YyGKqPx2VIfInSSPIpu9vT3xCfHGDsPoHB0debvv29y4cQMbGxs2bdpEw4YNjR2WwZiYmFCyZElKliz53DaZmZmEh4dz5+5tyviU5Y8//0Cn02UXvVGhQkGhmFUxXF1dcXd3R6c13GGQbQJbs/72Bhx9HA02hig6NN4amrRqwsY/Nhp8xUFkZCSPYh8ZdIyX1aBBA377fXWuyaNWq+V6xBU6jmifR5EVbGYWZtxPuEtSUhLW1rIXWghROEjyKLKpVCpsbWz5ddmvePt4ExgYiKVl0d3HVaZMGU6cOMHevXsLdfL4IkxNTfH29sbb25sG9Z//WiQlJREeHs69+/eoWq2qweJp1bQVOybuJMEiHlu3l6u4KsS/+XWqSEJEIhs2baBHtx4GG+dYyDEaN2yMp1fenpOaGwsLCxISEnNtF3o2FBuP/FHkp6Co0rISv65dxnv93zd2KELkS7LnseCR5FFkU6lUdO7cGZ1OR4sWLUhISKBjx45YWlrSunVrSno/f2aqsCrpXbJA7n00Fmtra8qVK0e5cuUMOo5KpeLbz79h1brVHDt0FF15sHaWb/bFq6v5XiDff/w9Hd/sqJczP5/l8uXL+JT2oXfv3nrtV1EUYmNjcXR89Zn41NTci+bUDKzJsePHOLXrDNWbVX3lsYoSU3NTohMjURSlwBViEyIvKIoBlq3KUR0GJcljEZKcnMyRI0eIiIgAyH4zUxSFR48eERISwvLly1Gr1ezYsYPRo0djYmJCbGwsM2fO5PsfvjfyMzAOecPPn1QqFT079aC7rhsDPh2IWdP/f/ajEK9ArVbjWdqTO3fvUL5ceYOM0a1rNxYsWfDS12VlZREZFcnt27e5ffs2yUnJpKenk5GRQXp6OmmpaWzcvJFjR49hbv70uYMvIjUl9+RRrVbzwQcfsGTxEn6fvJ5WQ5thbSdf2uTGK9CT3zf8Ttc3uxo7FCGEeG2SPBYiJ06coGbN/ysmoNPpOHr0KFevXQUFLK0sqV69+jOP44iKiiI0NJSsrCxMTU1Rq9X069eP3r17E9wuuMgmjnFxcdjZy7LI/EytVvP9F7MZ8+0YTBuZSrIvXlmVoVX5YuIXzJ4xGzc3/Rd/MTMz49aNW0RHR+Pi8vi4mZSUFCIjI7l37x53794lOSWZjIwMMjMyHyeI6RlotVo83D3wr+xPh7YdsLKyeqrvM2fPvHLiCI+/TExLS8sx63rm9Bk0Gg3+VfxztO3Xvx+tI1szee4k3ny/7SuPaWiJcYmkJafh7Ols1DicPIpz4sRpWie1lr2PQvyLTqd7fLaznvsUhiPJYyHyJHHcsmULMTExAFStVpVu3brlem1w22A2bdqEqalp9n2VKlUiODiYWzdvsfiXxfQf0N8wgedj169fN9gshNAfW1tbRvQdwWdzx+Lb5sXPjRPin9QmaqwqF2PS9En88O0PBhnj4KGDLFy4EJ1OR0Z6BmZmZniV8KJc2XJ0CH52YpibtLQ0wiPCXysu/8r+3Lh+g0qVK2Xft3vXHsqVK4dVMSvKlCmTo/3Ro0epEPTiy9Mz0zNJik9CY2qCtV2xFzoD9lUoisKyCSt5FBVLn159yEpXsX/P3/jU9MKrfAmDjZubgJaV+XnpT4wa+qlRxhdCCH2R5LEQcnZ2JuxeGH369HnhWZj/ffU/1q1fR+1atalZs2Z2Erl69WratWvHsePH6N2nd47ksii4c+cOtWvVNnYY4gX4lvJlQv8vmbX8O2zr2GFe7NVnYUTR5d3Eh/3j9hqkb7VaTciREL33O2X6FPr07vNafTRu1JjtO7dlJ48PHjykrG9ZOrzZgTVrf3sqebSwsODMnnOUq/b0lzXR92IIO3sfa40NVqbFMFWbYmlhiWtxLzIzM4gMjSQ1M4WkjCQyTdIpW8sXazv97C3fuWgPUz+fTtky/xeXoijs2b+b4+uOk0QC/i0qYmXz8kn66zA1N8XMW8OBwwdoUKdBno4tRH4mBXMKHkkeC6HAwEBcXFxYtGgR1atXp3r16rle06ZNGxRF4cjhI/w892fi4+Lx8fFhxYoV7Nu3j6ioKKZNm8b48ePz4BnkH0+W8YqCoZJfJX76Yg7vTxmKcyMXY4cjCqCEqHijzU69qoT4BOo3rP9afTg6OhIXF5f9c/j9+9y4eYPo6Gg0Jk9/VKgZWJMVv63I/jklMYUrh69jpbMmoGxV+r/7DhqNJtdxk5OT2bhtA2fCz+Na2Qn30q++XHjZpJXs/+sgP3z1U477VSoVTRs1o2mjZmRkZDBqwifU6R2IZbG8rSZeyt+bneu28Ub1NwxWlEkIIQxNpUhJokLt888/x8XFhRo1a1CtWrUXvk5RFDIyMnCwdyA+IR6VSoVWq32tPTUF0do1a3n77beNHYZ4Sb+s/oWDkYdwq+Zu7FBEAaPL0rFr9A4O7Dpg7FBeWFxcHC3atuBEyInX6uebWTP5cPiHqNVqrl+/TlpyOrVr12bpsiV4lvCkdtD/rcIY9ckoTL012KptcbBzxM3enQ5tOr5WdepN2zdx8moIdj7WlK5S6oWv0+l0nN4aijZBQVEUvvp04n8mrhEREXw2/VNaDWqBlXXeJpDpqemE7Y1kxHsj83RcIfKbhIQE7OzsWP/DbopZ6ncvcHJqEh0+aEp8fDy2trZ67VvIzGOhExkZiVqtzi7GcOTIEezs7KhYseJL9aNSqTA3NyclNSX7PpNnfPtc2EnxlYJpQPcBRM+O5uKxS3jWKmHscERBoqbA7XO2t7cH4MDBAzSon/uSyNu3b3PixAk6d+5MZmYmKSkpWFtbc+zocT4Y+iH29vYkJMTz6ajRAPR9ux/79+9nx7YdBNYKZNfO3Zw8cYoJwRNo07qN3p5HcMtgglsGc/zkcf76Yx2eVd1w93H7z0QwMz2TQ6uO8nb7fi/8Bam7uztTPp3Ojwt+QLHVUbtjzdwv0hNzS3M0JRRZviqEKLCKXjZQyP27QuC6detYtGgRderWMVJEBZecy1WwjfloDEOGDyFk2XFq9g5EpZZ/S5G7a3uuUrtKLWOH8dKO/32cWd/PIisriyaNm2Tfn5iYiI2NDZmZmaxcuRJzc3OytFls3bqV5ORktDot58+fx9fXl4EDB9KhQwcOHDjAb7/9xuzZs2nWrBk//vgjpqamVK5cCbVKQ8/uPenf13AF1N6o8QaVK1Qm9Hwoi75fSJsPmqMxyZlAJsUnoSgKZ9ZfYM+6fXRo0umlxnB3d2fSF5P5bsEsfYb+QkpV8WHnX9upVL4SxYsXz/PxhchPHu951He1VVlUaUiSPBZyNjY2cljqK4qKijJIuX6Rd+Z+N5e9+/YycdpEbAPsqND65WbgRdETcTicd1a/Y+wwXsnHH37MJ2M+oUH9BpiYmJCVlUXzFs2pWbMmQUFBNGjYIHsVyuDBgzlw4ADnzp1jyJAhuLu78+DBAw4fPsykSZMYNGgQ8PgLya1bt2JpmbfLO62srKhZvSbDPxqOk2dxgt4KzH4s+m40I4LH8L9pE9iwaiPnz51/5b3p5bzLs//3PVRvHZCneyCrB1dh+vypfPnR/16pwq4QhYWiVVC0+v2cqu/+RE6SPOZzCQkJWFtbv1YBBxtbmxzniokXc+P6DcqWlWMfCrrGjRrTuFFjfpr/E2sWrKVmn0BMLaQIknha7P1YGgU2KtBFsuxt7bl8+TKVK1fm1OlTjB07lqZNm+Lg4EBwcDDz58/n5MmT1KpVC1NTU7y8vIiKiuLRo0fcvHmTgQMHsn37dmM/DeDxVglFUfBw9CArM4szO8+hTtPg7ujBipUr6Nm9J9t3bn+tf682LdrQsG5Dvv3pG1I0iQR1zptZZ41GQ2CnakybM4UvRkx4oeJCQgiRH0jBnHyuR88eDOg/gObNm79yH+Hh4Rw4cICExASCgoLw9fXVY4SF19q1a+ndq3eBq7wonu/o8aPMXv8D3i28ZUmyeMqRaX/z9adfU63qixcXy2+ioqL47sfvqFWrFseOH+P7778HIDQ0FB8fH2xsbICCs5973vx5TJ48mbff6c3B/YfwLOFJSVdvTp46ybYt2/T693nRkkXc19ymaoMAvfWZm6T4JML2RzL6gzF5NqYQ+cGTgjm/z9yOlaV+jup5IiU1mS6ftJSCOQYiM4/5WFJSEvXq1gMVzJ07F1SQlJhE7969X2o5pYeHB927d0dRFPbu3cvRo0cxNTFFrVGTmJCIk7MTHh4eJCUl0ahRo+zrkpOT0Wq1bN2ylW7duxngGeZzCpI4FjK136jNtZvX2bhrI2Way5coIqeH0Q8pU7pM7g3zMWtrax49eoRWp6V06dIATJ40mVu3b7FgwYLsdnv37qVx48bGCvOFvfvOu7z7zruPfxgL5y+c5/btW0yZPEXvY/Xt3Zf1G9dxdH0ItTsEkpGWQWxMHK5ehlu1Y21njXN1exYsm8/gtwvmcmkhRNEiyWM+ZmVlRWRkJMnJyRQvXpxatWtRqlQpvp/9PZ999tlL96dSqWjSpAlNmjTJcX9sbCxt27blyJEjnDh5goMHDpKRkcHGjRsJDg6mevXqHDhwgAYNpDKcKPj6dO/Nr12WwatP5otCSouWsHthVKpYydihvBJFUZgzdw4LFy3kzp07DBs6jMuXL3Pm9BkiIiNyFAHbsmULWq2WZs2aGTnql1O5UmUqV6pskL5NTEzo0rErOz/awfoZm2lUtxFH9oXQdmQLTM0Nt5TZqYQT91Lus3jFIvr3GmiwcYTIjx4XzNHvIkgpmGNYkjzmY2q1mokTJ2a/4W/YsIHY2FhqBtZkwYIFDBgwQC/7JBwcHFi9ejU7duxg0aJFzPlxDiqVin79+rF582YuXLiAZwlPPTyjgkWqcxZeHu4exg5B5ENB1eoU2MTx2PFjXL5+Gf8AfwB+W/0bycnJHD9+nDcC36CVe6scS1XHjBnDsGHDClzymBfqBTbAr7wfgYGBVK7gz5TJk+nzv+4GHbNEOU/C1RHMXzqPd/q+a9CxhBDidciavALgyRt++/btOXL4CLa2trRq3YolS5fw89yfefDgwWuPUbJkSQYNGsRPc37KHu/EiROEngulZmBNgoODX3uMgkSn06FWya9HYdWiYQtu/X3T2GGIfCZaiWb/wf3GDuOVpKenY6Ix4c6dO8TFxVGlchW2b95O3aC6zJs/j3Jly+Vof/jwYRISEowUbf7Wp3cfAgMfV3etXrU6b7/1NiGbThl8XA9fd5Id4jl5+oTBxxIiv1AUBUWn55uUczEo+XRcwHz66accO3qMpUuWYqIxISEhgcjISIOM1aJFCwYOGEh4eLhB+s/PwsPD8fQserOtRUXPLj15cCSGjNQMY4ci8hHbyraEngs1dhivpEH9BnTv0h07azv+/ONPqvhXQa1WU8qnFABlfHPu5VQUhd69ehsj1AKnXZv2JEem5slYZQJKs2rDqjwZSwghXoUsWy2AmjZtilarpUqVKgYdR6PR4OPjQ0hIiEHHyY9u3LhBFX/Dvr7CuFYtXsWH0z/Cp20pY4ci8okSAV6cmXfG2GG8Mo1GQ49uPXLcFxEVQd26dalRo0aO+9u3b5+XoRV4N2/cpGZ8Vazt9FsV8t9io2OpW72eQccQr2fx4sWcPHGSj0d8TJkyBbvAVn6g0+nQ6XR671MYjiSPBVClSobZkzN+/Hjq169Py5YtgcfLZa2trQ0yVn4XGRlJyxYtjR2GMCBnJ2fUqbKvVfyfK3su41W8hLHD0Iv09HSqVK+ClZUVV69dNXY4BV7bpsFcPHaZN1rUyL3xa8hIz6S4Q3GDjiGeTVEUYmNj+fvvvwkPDyc6KprklGScnZyJiIxgypQp2WeK2tnZUaqUfPGoD0+Wmuq7T2E4kjwWQevWrSM+Pp4SJUrkKJZQqlQppk2bRkhICB9++CG2trZs374dFxfDlSnPr1SoCsw5aOLVnTtxjpJdfIwdhsgnbMNt+GrKV3rv9+7du1y8dJGAKgG4u7vrvf9/a9exHWXKlKFFyxaMGSPnB+rDoAGDePud3gZPHp09nTi/9xwN6kl1c0NTFIWQkBDOnDmDChV/rvuTqMgoli5eStNGTYHHX8JkZGTw408/kp6ejqmpKf379zdy5EIYlySPRczvf/zO5UuXGfnJSA4dOsTw4cP57rvvOHXqFI8ePWLWd7OY9PUkpk+fjpubGy6uLrRr187YYec5qbRaNHiUlqqr4rGIixF0De6KmZmZ3vpMSEjgxKkThF4IxcrSims3ruFb2pfMrEzatW1nsC+o7t2/h4urCytXrpSzavVEpVJRM+ANIu5E4u794ucsvyy1Ws2DlJgcx6oI/dq9eze3b98mKzOLMqXL0OOtHmg0Gnr16PVUW3Nzc0xNTZn13Sy69+iOnZ0dy5YuY+Y3Mzl06BAVK1Y0wjMoXGTZasEjyWMRcufOHcLCwhj5yUgA6tWrR2ZmJvMXzMfH24f3h76PWq1m6bKlRo7U+ORNu2hIjcubIhgif0t6mITmrJqGbzV89uNJSTx4+AB3N3fMzc1fqM/lK5czZOgQQkNDadehHUuXLCUtLY2GTRuydetWtFotJib6fQt+knDMmjmLDZs2EBISQq1atfQ6RlFmaWmJSp1l8HGcKzqye/9umjWSY1ReV2xsLNHR0Vy/fp3I8EgysjKoUa0GPd7qkfvF/983s77h1KlTXL9+naVLl1KuXDkuXryIm5vhvkQQIj+T5LGIiI+Pp3fv3tmJ4xONGzc2UkT5lxzTUXT07daX3SF7KRlY0tihCAPQaXVos7S5HvAefSKSAe0HoFKpOB5ynNt3b6NWq1FpVKhQYVXMCnd3dy7sv0BKcgpZmVn4lvalZo2az/2iqVePXpy/cJ6TJ0+SkJBAWFgYPqV8cHR0xNHRkZnfzeS9we9hZ2f32s/z/IXz/P7n72zeupk/f/uTUj6l6NKxC61atWLExyMoVqwY5f3KExQUhKOj42uPV1RpdVosc/l/SR88y3iw/8891KtdDwsLC4OPV1gt/3U55mbmOBV3okL5CjRu8PKfd1JSUvAt60u5cuVQq9VMmjQJX19fA0RbdOl0Cjo971HUd38iJ0kei4DLly+zc+dONmzcIG9ELyD8fjheXl7GDkPkgf59+rPmrTV5ljzeP3KfmAtROL/himcVOQrGkJJikjC9ZEJ4TDilOpd+brvMtEysS9sy/afptDrfivZvtqdRs0a5rj64ePEiv/3xG4pWwd3dHU8PT3zL+GZfFx4eTunSpZk2bRqlfErx0w8/ERERgZOTE1FRUQQEBDBl2hRcXVzx8PCgUYNGuLq4vtJz/fHnH5n49UQGDh7IJyM/wcTEBFtbW0JPhWJjbUNCYgL7D+5n6pSp1Kpdi86dO7/SOEVdXFIsni7lcm+oB1XaVOLbed8w9qNxeTJeYRQbG8vA/gNfq48Dhw5QuXJlAEkahfj/VIqcpFmo7dm7hwcPHhTJfYuvav/+/VTxr4KHh3H3w2VlZel9WZt42qTpk7hufwO38oYpZJL8MJmI0+HoMhXKWJdi8pjJ/Lp6ObvP7iY1NZWEB/HYutjxKOERAZ0CUGnURJ2Owr60HXae9gaJqTCLvhbNhb/O4V/Vn/lfzWfCdxPIqP70UsPEyESU6zqqePlTt0ZdrItZ4+XlhUajeanxFEXh+vXr7Nm9Bysrq8eHUytg72BPu/aP9zXGxMSwZfMWIiIiCKgaQOvWrXP0ERYWxp9//En9OvUpX678f463cfNGgtsEZyepqampNGrWiBYtW6BRa7CxscHHx4foqGhqBdYioEoAGo2GjIwMzMzMmDBxAvEJ8YweM1qOGXhJM+ZOo3zrvHvNou9GUyzanh6de+bZmIXFnj17SElOoUmjJq/cR1JSEj/M+YEJ/5vw0n8XRO4SEhKws7Nj6ZfrsbLQ7xE4KWnJ9P1fB+Lj47G1tdVr30JmHgu1O3fucPnSZfoPkMpgLyO/HNNx48YNypYtKwUvDGxwv8EE9wnG9TM3ve91vfnHDYIq1ia4URtq1ayV/YVA/9796N+7H4qioNVq0Wg03Lhxg983/A5qKO1Simunr3L90nV8m8m33S8j81EGxTKKMW7wOFQqFbFpcVjpihEfGY+dmx3Jj5LJupRB82rN6Ti242v/m6tUKsqWLUvZsmWf28bZ2Zm+/fo+93EvLy8SEhOYt3AefXr1oVpAtafabNy8kWvXr2FVzAondyeW/rKU4DbBrNuwDk9PTy5fvszmzZuzn49Wq+Xq1assWLyAnm/1pHf/3qxZsYZuXbsRVD+IyVMmv9bzLmqio6O5eu1qniaPLiVduHD7EhcvX6SinxRmyU14eDgajQZXV1dsbW05c/oMdYPqvvA+5SdiHsSweMlivH28GTturCSOQvyLJI9GFhERwc2bN6lbt65e+z18+DDNmjVj5MiRuTcWOahV6nxRMKd8+f+egRD64eLiwoqfVjBlyVRcmrjqrdLuoxuPaFc/mN5dez+3jUqlyp5d9vX1ZcyInMcqDPx4IPE347Arba+XmIoCRadj3NhxaLO0TJkxlbCbYfjp/Ni+bCsPYx4yd+Fcuo3tlq++lNmwYQPF7Yuza+cutm3f9szkcd1f6/hs7GcUL14cF1cXfl35K28EvkGd2nU4dPgQS5YsyfF3S6PRUKFCBcqUKcOqlauoVLES6zesJzk5mdnfzcbJySkvn2KBN2nKJKzd9Ds78iIqNajA7+vW8IXfhDwfu6D552qhmjVr4ufnxy+LfmHQgEHPvSYrK4tz585hambK4cOHsbW1Rato+eLLL/LV34jCTKqtFjzym2FkqampfPbZZ3rvNywsjFatWvF237f13nehZ/y8UeSxsmXKMuHdL0nYHs/d3Xd43dX8iqIQtuMOPV9zudmCbxbw5/g/eHj34Wv1U5S4B3oyZsoYrt+4zmejxtCrfU+2b9rGmHFjiH0QS49OPfLdh8L27dtT2rc0gYGBZGVlMXzkcH5Z+gvp6ekAbNi4gbfeeouqVavi5eVFUlIStd6oRd8BfTlz7gxLly597hdeZmZmtGvfjv3792NtZ83W7Vt5f+j7efn0CgVnF2funr9HSmIKGWkZeTq2Q3k79h3cl6djFgbW1tbwjD/l5y+cZ8/ePcz8diaLFi/CzNKMW3du8dHHHxFYK5DBgwfnu78RhdmTgjn6vgnDkT2P+UDfvn3x9vFmwpcT9PoHa9iwYYz/fLxeqvkVJb///jt9evcxdhjCSNb8uZYdMTtx9nN+5T7unQ5jUI2BNKz/7KMfXsbGrRtZvXc1Hs1KYGIui0VehDZLy8OtMTR5oylfT57I4X2HcbB3MHZYL0xRFOLj4+n7dl8CawZiYmpCz149OXToEMuXL2f69OmEhYVRtWpV3N1z36s7eNBgevbqKdW1X0NYWBglS5bknfEDSbqXgpWzJT7VSlIhsDwmpob/vTy1PpQvP/xfvlgVU5DMmD6Doe8NBR7/XoWeC+WPdX/Qr18/SpcuTXp6OleuXKF27dpGjrToebLncdG4Pwyy53HgpM6y59FAJHnMBzIzM1m6dCllypTR65t7aGgo+/bvo0+fPlJl9QXpdDrWr1tPr15PHxYsio5+7/VD7afBteqrneMVuuwMG+Zv0NtemcTERGbMm0mEJgKn6q+e1BYVSVGJHJl9mMSkRLq/1Z3/jfufsUN6aeHh4Rw4cIBbt24RERHBhAkTXvmYjQcPHsgy1deUlJTEB/97H0tLSyy1xXC0Kc723dswszLjw+/fM/j4Mfce4PjIhY7tOhl8rMJk8ODBtGnVhnMXzpGWmkbpMqUZMGCAzCzmA0+Sx4Wf/Y6VhZVe+05JS2HQlC6SPBqIfI2dD5iamjJo0PPX5L+qsmXLsmHDBj755BNmzJiBpaWl3scobMLDwylRooSxwxBGtuTnJfy19S82799CslkyThWcsbJ/sTe3+Mh4/Dwq6LXIgo2NDV998j+m/DCVsPv3sPOU1QTPk56STuqxFJLTk+k3sB9jPhiT+0X5kIeHB927d9dLX5I4vj6dTodPeW+qNQ8gMyOTJaNXUL9+fS5duZQn4zuXcOLE6ZM0im2Mg0PBmUU3pBXLVxAeHs6oT0c9t01Q7SC8S3nToVMHmbUVQk9k5rGQ0+l0VKhQgb379sobzgs4cOAA/pX9jX5Mh8g/7ty5w/wl8zkbF4p/hyq5tr++9Srff/T9Cy0nfFmKorDi9xXsvb0XlzdebVa0MDu3MhRHSwd+nf0rO/ftpFnDZsYOSRQiq/5cSaTqPq5lXEgMScWrRElORR+nSoPKeTK+NkvLpU3XGPvR+DwZL7/btm0b9vb2suS0gHoy8zh/zFqszPU885iewjtTu8rMo4HIvH0hl5SUhL+/vyzReEEREREG+dAvCi5vb2++/uJrWlVuyd0td7l16BY67bMruT248IDoSzHEPIoxSCwqlYreXXszoMEAbq67YZAxCrJSzqU4tOkQ4RHhkjgKvevRqSemDyxZPP5Xar8RRMjlo3mWOAJoTDQ4VrZjw9a/8mzM/KxVq1aSOAphBLJstRBYunQpcXFx3Llzh7CwMPbt20dERMTjiny1azF+nBTNeVH55ZgOkb+oVCqGDRzGMIZx+uxpvl4wibJdyuX4f+Xh7Ye4xDsz98+fDH4uWN1adTkVeoorkdewcbMx6FgFRWZ6Jg8exXDu7DmKFcv7IxVE0VDDvzpH/z5CXFwcps55/xHKw9edkD+P0bpZG0xNTfN8fCH0TqtDec4Xsq/TpzAcmY4qBMzMzKgZWJM2bdqw7Ndl7Ni5g2bNmqFWq/lpzk/Y2MqHSyH0pVpANT7q/iHnF59jx5RtKIqColN4uDOG/42akGcHSg8bNIwS0Z4kxSTmyXj5WWZaJhlH0lkya4kkjsKgsrK0DOg7kL92raNy3YpGiaFSiwr8vHiOUcYWQghJHguB7t27c/PGzewPrX5+fvj7+2NjY0PTpk3JzMhk86bNRo6yYNDXAfGicGtQrwEbl2zgq+FfEb7mHg+3x/D1519jYpJ3MxEqlYohfd4l8XZSno2ZH6Unp5N+JI2Zn83A3Nzc2OGIQq5+vfpMmzGNii3KGy0GK2tLEsziiIqKMloMQuiLnPNY8EjyWAioVCr69OlDXFwcM6bPYNrUaWzZsoWHDx8fLN61a1fu379PYqLMUPwXRVFQq+RXQrwYlUpF21ZtWfbTMhZMXUCF8hXyPAZ7e3vSY9LyfNz8QJelI+ZINC63nZk1/lvMzMyMHZIoItb9vo7bB++RkpRqtBgqNajAinXLjTa+EPoiyWPBI5+UC5GOHTvSr18/hgwZwo0bN3KUZ+/SpQurVq166prFvywmNdV4b4D5SVRUFG5uUsFSFCwW8eYkRiYYO4w8FXszFvVJmP7uNMa8PzpPZ3yFsLKy4suREzi3/hIpiSlGiUGj0RCvxMr7txAiz0nyWMiULFnymQmQm5sbKLB69Wp+++03Vq1axYL5C3BxcWH9uvV5H+gL+vvQ31y4cCFPxrpx/Qa+vr55MpYQ+jLv+3nEH4s3dhh5Iisji5iD0XT0fpMpn07B0cHR2CGJIsrU1JRPh43m7MaL6HTGKc5R3MeBi5cvGmVsIfRF0ekMchOGI1/XFhEajYZ69epRo0aNpx6bN2+eESJ6Wnp6OitXrCQhIQEnZycOHTxERkYGAwYMyJPxwyPCadKkSZ6Mld8oikJKSgqWlpZyrEsBY2ZmxhvlA7kedxMre/2elZVfKIpCzJloSuLFFx+Nx8ZGioAJ47Ozs+OjAcOZ99dPVGuZ+xmw+uZVrgRnj5yhRrWn39eFEMJQJHksQp6VOAKYm5uTmZlptLLf58+fJ+R4CBYWFvTt25dz585x7Ngx0tPTmTd/3jPjSk9P139xDIUimTitX7+e+/fDSU9PIyUllaysLFq0aE6dOnWMHZp4Qc0aNePI8q/xbuZj7FD0SlEUYk5H46G483nn8fh4+xg7JCFycHN1o4xDWR6EP8TJo3j2/elp6ZhbGLaAk8ZEQ3JmskHHEMLQDLFHUfY8GlbR+6QsnuLo6Mju3buNMnZoaCj9+/WnefPmaLVali5biqmZKRqNBg8PD5o2acrhvw9ntx8yZAjvvvMuDvYOJCQkyH6Pl5SUlLMy59atW3F1daN/v/4Mefc9Rnw8gk9HfUrI8RAjRSheRYXyFehRvzsxoTHGDkVv4m7HoT2ayfhO45g4YqIkjiLf6tWlN/ePRJKRlgHA5gXb+LLrJNLT0g0+tlanNfgYQgjxT5I8FnFXr14lOjqali1b5vnY27dv50TICZYtW0ZoaChtg9vSv39/KlasyICBAxg3fhxrf1/LsmXL2Lx5M6dOnWLZ0mXs278PgP79+lPcsThWllZ06tjpteP554HvhVFWVhZ9+vQhLCws+76wu2EEVAnI0S4qKoriTsX/fbnI59o0bUPqlWSSYwvGTIQuS8eSgYtJiPi/Yj8ZKRmkJqQScTCctu6tmTFmBqW8SxkxSiFyp1KpGDlkFCF/nkGbpcWjpDvfzvyW6yduGHxsnSLJoyjYZM9jwSPJYxGnVqsp4VUiTxOns2fP0qtnLy6cv8DBgwfx8fEhNjY2RwwqlQpLS0tcXV2ZO28uJUuWpF7desDjhAeezJq5AjB33tzXiklRlEKdPJ46dYrZs7+nQoWKeHl5Zd9f2b8yvyxeREZGRvZ9GzdtJDg42Bhhiteg0WhoVa8VmakZuTfOBxKjEinh7smV5ZfQZel4cCaGE7OOs2/6Hr4eMJHgFvL/oCg4rKysGPv+OELWnUIxVQCFlDjDH6OTpWQZfAwhhPgnSR6LOF9f3+xk7Inw8HAyMzMNNmaVKlWws7Nj3LhxrF69moyMDExMTbC3t3/uNYryf+vX27dvj5eXF2PHjuXYsWMA+Hj7MGnSpFeO6eHDhzg7O7/y9fndtm3byMrMZMCA/jnur1OnDr169eKbb2ey+rfV7Ny1k8uXL2Nra2ukSMXrqFmtJhnRhvvd1Sc7TzsqNqzIzMkzOfFDCPcP3iM1PZWvxn5FCY8Sxg5PiJdmZ2eHKsGEkqrSXLp2GbWp4T9iZWoLxu+7EM8j5zwWPFIwpwiLjY1l165dmJiYcPv2bfbs3sPtO7eJioyiYsWKfDT8I72NpSgKu3fvZsf2HVhYWDBo0CAAkpOTWb16NYPfGfyf13t6enLo70PUq1uP/fv3U6lSJYYOHYq7uztHjx5l0qRJTPp6EqV8StGzV8+Xju/mjZuUKVPmlZ5bQRAYGMgbb7yBnZ3dU485ODgwceJEMjMzuXjxIj/9NMcIEQp9qFC+Ag5/PP1vnN+EHblL/KMEVIng6OBISkIyTd5szKj3RmFmZmbs8IR4ZR8O/ZD2HdtRLqAcVZpVMvh4OkWW54mCTdHpULT6/f9Ylq0alsw8FmEqlYrp06dz9OhRFixYQHR0NA9iHtCwYUMOHDyAlaUVe/bsASAlJYW1a9a+8ljDPxpO+3btycjIYNy4cdStWxeAVatW0bdfXwC02px7N9LS0nir61tcv36d4sWLZy9bjY+Px9PTE09PT6ZOnUqdOnW4du0a5cqVQ2OiAXjpmdOwe2H4+Pi88vPLby5dupTj5+bNmz8zcfwnU1NTAgIC/rONyP/6vtmX8F33c8zW5xdJUYlcW3mFPyb+TsS5+9w4dp23+r/F5599zriPxkniKAo8V1dX6tapS70a9bl/PZxLR68YdDwF+ZAshMhbkjzmM4qiMGDAAP7++2+Dj2Vvb09ISAhz587lm5nfYGlpyfz588nIyGDypMmkp6dz/959UlNTmfjVRM6cOZPj+vDwcE6dOvWfYyiKgpWlFX5+fqxevZp58+blWJ5a3q88n476lDcC32D58uUAHD9+HDdXNxwdHNm0aRM9uvegd6/eADg5OTFx4kRiYmIYPXo0DRo04Ndff2Xz5s189dVXHDl8hFGjRvHmm2++1Guh1WoxMSk8E/EVKlQwdgjCSPwr+TP27c9Qn4C4m7HGDifbowuPqJLuT3pMOlUCqnBy20kURWHZ3GW0ad7G2OEJoTdTJ09j5oyZHN9ygnshkfzxzV9kZhhmeWmmTpatioJNlq0WPIXn03IhoVKpaNWqFbVq1crTMQHGjBkDwHvvvZddQMbX15dbt25RtWpVFEVh7969REZGougUNm/ezMSvJ/5n3z179uTs2bN4e3tz4MCBHI/duXOHZk2bUb16dT4e8TGtWrXCyjLnIeepqalYWFhkL6lcvnw5y5Yto1q1akydOhUgexazdOnSdOvWDa1WS/369Vm7di2BgYEvNKOoovAWy8lriqKQlpaGpaWlsUMpssqXLc/kTyYzbvp4UlxSsbC2MHZI6Ex0fPrxp9R5qy49W/TEzd+N2eNm41PSx9ihCaFXZmZmbNq0iXVb/iS4eTDeXj5M+n4itXvW1PtZwiYWGpKTkylWrJhe+xVCiOdRKflxbZPIN7Kysvj+++8pXbo07dq1Izo6Gjc3N9avX09qWiodO3b8z+v/+P0P4uLjiAiPYOzYsTne4GbNmsW3335LUFAQly9fxt7enoMHD9KgQQN27NjBtWvXqFy5co7+QkJCyMjIoFKlSv9ZYAdg2LBhLFq0iPCIxwWArK2tn1tR9bfVv9GvX78Xek3E82VkZPDdrO94+PAhX0/6GlNTU2OHVKTFxcXxzlfv4NXcGzMr4y8JTY1PYfab3+Hq4cr2bdsJ8Jdl0qJoCI8IZ/HOhfg3rKjXfm+ev0VznzZUqmT4/ZVC6FNCQgJ2dnbMHLAQSzOr3C94CakZKXzyyyDi4+OlAKAByMyj+E8mJiaMGDEi+2d3d3f27t2Lh6cHVapUyfX6zl06A4/Pk+zatStbtmwB4NChQ3Tp0oV9+/ZhamrK9evX2bNnD76+vjg5OQE8lTjC48IvL+L06dPs2bOH7du3s3XLVooVK0ZiYiIA6enpFHcqTpMmTfj2m2/R6rTUrlWbb775hmLWxWjcqDGH/j6EhbkFFStWpFq1ai80ZlH2zTff4FTcibB7YQwaOJhbt29x6NAhGjdubOzQijR7e3smvDOByeum4lXHK/cL9CgzLZNr+65ha2tDXHgcntU9ub7nOg4uDgz9cKgkjqJI8XD3wCRF/1+meZR25+z5M5I8CiHyjCSP+dQXX3xBqVKl6N+/f+6N89jatWv54MMPXqitoiisWrWKu3fvMn/+/Oz7161bh6OjI3/99ZdBYqxcuTIXLlx47kxjVFQUv6/9ne3bt2NiasLYsWNp0rQJaWlpHD58mB49enDp0iXS0gx/TldhEBAQQAlPL7p2fevxz1UCmDxlMo0aNSrU52cWBBX9KlI8yyHPx81KyyT8yD1SbRz4dtq3DP9sOLpMHW4l3Rg3alyexyOEsTlZu5CRloGZhf5WAVhYWXA/KUpv/QmR1xStgqLV7yJIffcncpKCOfnUhAkT6NOnj7HDeIpOp6NqtaqULFky17ZpaWl079adShUr8eEHH1KiRAkiIiJo1qwZ7777LuPGGe4DpKmp6X8mLa6urgwYMIDRo0fTtUtXUlJSALCwsKBSpUq0aN6C+Lj4pyrAimerWbMmm7dsznGfCpg7dy63b982Skzi/9QPqM/1ndfydExLeyua/a8FJet4o9Fo2PXXLlLTUvl1/q963/clREHQoXUHzu+9lHvDF5Sems7KiWs5f/qC3voUQojcyMxjPqVWq/PlB6yQkBBq1sx9039sbCyeHp4EBgZSq1YtVCoV165do06dOjx48ICMjIw8ivi/dejQgbS0NNauXUtWVhZanRa1Sk2HDh0IqhPE0SNH2bdvH40aNTJ2qPmavb097u5uREZF4ubqBsCoUZ8y5L0hlC9fvlAdg1IQdWnfBWtra/448QdONV3ydGynIGcmrv+akGUhVKxcgRrVauTp+ELkF8WLF8fDvAQx92Nw9nR+7f5uX7jD4J7vEJ8Qr4fohDAOnVZBp+dzHnUy82hQkjyKF6YoCmvWrOHzLz5/5uM6nY4///iTo0ePcvXaVVq0aMH27dsBmDhxIt9++y0jRowgPj4ef39/rly5Qrly5fLyKTyThYVFjlleDw+P7OXCtYNqM3/efOrWrSvFX3LRrl07fvzxR5ydXYiMiKBdu/YsXLCQGTOnU7duXczNzY0dYpHWqkkrklOSWfjTQmzK2lK6WZk8WVKsUqlQJalITExk9ozZBh9PiPysX6/+DB//ITqtQoY2HZ/qJQlo4P9Kv4vR1x7S8JOGheqYKVEE6RQUfR+tIUd1GFSB+otz+fJlVq1aRWBgIG3atMmXM3OF1fnz59m+fTuOxR2fWsqZlJTE/v37+WTkJ/j6+rJt27bsN7Njx47x57o/2bhhIw0aNGDJkiUAvPvuu+zZuydfJI//tnLVSh49epT9c4+ePZi/YD5D3x/6VNvExETu3btHSEgIfn5+vPHGG3kZar5iY2PDZ599lv3z6tWr2btvD/fu3Uej0RgxMvFE5+DOdA7uzLYd21h1cjUeNT3zZNysB1m0795ejuUQRZ6ZmRlfjJyARqPBqbgTfx/5mz2/7QI3hYCGlV8qiTTTmGNiYsLXk75m/LjxBoxaCCH+T4HKvkqXLo29gz0qtYpZs2YZO5wiY+3atURFRfHe++8xYsQIrKwel1ROSUlhzpw5NGnchD2793Dr1i127dqFiYkJoaGhzJkzh3HjxjFv7jwyMzM5cPAADg4OmJqaMnfuXIa8O8TIz+zZGjVsRMUKFVm0aBGPHj3CxsaGpk2bsmbNmhzt7t+/z/vvv8/DRw/p1LkTV65e4caNG0aKOv/p3r07w4cPZ8GC+U99M75502aWLVvG3bt3URSF8PBwI0VZNAXVCiLldkqejBUfEc+dG3fo9WbPPBlPiPzOzdUNZydnVCoV9erU44vRE3BIcmTv8oMv1Y8uU4uiKOzatctAkQpheDqtziA3YTgFKnk0MzOjf7/+mJuZU7lyZRITE4mNjTV2WIVWbGwsM2bMwMXVhTp16zz1jWhYWBi/LPqF0NBQfvrpp+zHFy1axPUb12ndpjUREREcO3aM0HOhbNmyhfLly+Po6GiMp/NS/Pz8eP+99/nrr7+4cuUK3t7e2NrZcunS/xU72LhxI9OmT6NGjRo8evSI0LOhHD582IhRFwzp6elcuHiBpk2acS70PAsWLGDG9Bl8++23zP15LiEhIcYOsdCzs7OjtE9pg/QdfSGK+PvxKDqFi5sukHInBW1KFg3qNDDIeEIUBh8M/Yg2QW05ue30C1+TpkmlQ5cODBw40ICRCVG0DRkyBJVKxXfffZfj/kePHtGrVy9sbW2xt7dn4MCBJCUl5WgTGhpK/fr1sbCwwMvLi+nTp+c63t27d2nbti1WVla4uLgwatQosrKycrTZt28f1atXx9zcHF9f3+xVff80Z84cfHx8sLCwoFatWhw/fvyln/vzFKjkER4X5mjWrBnNmjUjMzOTn376ydghFSqZmZns2rWLhQsX8vvvvxPzIIYKFSpkP37v3j3S09MZOnQo9erW46uvvnoqqfztt99o2LAh7u7unDh5gpLejyuzjhwxElNT0wKz3FitVvP+e+8TExPDnt17CAoK4vjx44wdO5ZffvkFLy8vHBweH4HgXdIbD08Prl69Sny8FC/4L4mJiVhbW7N7z26iY6LJyMhk4MBBvPvOEEqVKs3NmzeNHWKhl5SURFScYcr7a6xM+G3EKi6vuMSZv06TfjMVLx8vObJFiFy0aNoSV1MPYu49eKH2j+7Hcv7cebp3627gyIQwHEWnQ9Hq+abTz8zjunXrOHr0KB4eHk891qtXLy5cuMDOnTvZtGkTBw4c4J133sl+PCEhgRYtWuDt7c3JkyeZMWMGEyZMyHFs3b9ptVratm1LRkYGhw8fZunSpSxZsoQvvvgiu82tW7do27YtjRs35syZMwwfPpxBgwZl1xiBx5/DR4wYwZdffsmpU6cICAigZcuWREdH6+V1USmKUuB2lYaHhxMQEMCCBQvo0KGDscMpFBRFYdOmTYSHh9O0WVM8PXPuhTpx4gTnz53njz//wNzMnKFDh9K0adNnFkE5fPgw9g72aNQaLly8QFhYGMM/Go69vT0ffPAB9evXp3nz5nn11PRizpw59OjZgzk/zsn+Jd60eRNxsXF06tyJNq3b4Obuxpw5c1j8y2JGjhxp5IgLDp1Ox4EDBzh27BitWrWiYsWKrFu3jrZt21KsWDFjh1coJSQk0P/D/ni0LYG1i7Ve+z6y+DCZMRlUqRjAg7gYbCxtcS/uzqQvv9brOEIUVmMmfUpg12qYmj+/SJuiKAyuNZQGTerz+6o/8jA6IfQjISEBOzs7Jnedg4WppV77TstMZezaocTHx2Nra/tKfdy/f59atWqxfft22rZty/Dhwxk+fDgAly5domLFitknEABs27aNNm3acO/ePTw8PPj5558ZN24ckZGRmJk9Ptt1zJgxrF+/nsuXLz9zzK1btxIcHEx4eDiurq7A4yPPRo8eTUxMDGZmZowePZrNmzdz/vz57Ou6d+9OXFwc27ZtA6BWrVoEBgby448/Ao8/Z3l5efHBBx8wZsyYV3o9/qlgTAH9i4fH4xme4OBgY4dSYKWnp3Pr1i22b99OdHQ0W7duxaukF2/3fTtH4vjgwQOmT5tOg/oNOHLkCPXq1cPCwoLWrVs/t3qmp6cnc3+ei5+fHz2692D4R8Px9fXl9OnTfPXVVwUucQTo1KkTG/7awCejPuFu2F2WLVtGcNtgevfuDUCXrl0oXao05ubm+JTykdmzF5SSksKmTZtwdXVl9OjRj78Umr+AEiW8+PprSTYMxdbWltULVpN0JVHvfQf1r0ODTxthH+xA6R6+hIXdJbhVW72PI0RhFVC2Gncuhz3zsYjbEfQPfIcZg2bh6OpAl45d8zg6IfRL0SoGucHjBPWft/T09BeKSafT0adPH0aNGkWlSpWeevzIkSPY29tnJ44AzZo1Q61Wc+zYsew2DRo0yE4cAVq2bMmVK1eeu+XuyJEj+Pv7ZyeOT65JSEjgwoUL2W2aNWuW47qWLVty5MgRADIyMjh58mSONmq1mmbNmmW3eV0FqtrqPz1ZLvgsERERuLu752E0BcfFixc5ePAgFpYWWFtb06VzFypVqkSNGjWYO29ujraZmZn07t2bA/sPsG7dOsqXL0/58uW5e/fufy5B8/b2xsvLCz8/PypWqsjSJUuxttbv7EZec3d3p0yZMmzfvp2WLVtSv0F9AFxdXYmNjaVx48ZUqliJ9m+2p3nz5ixauIiePXvm+AMgnnbx4kXi4+KJjorm6JGj9B/QH7VaTdWAqmRmZDBjxgxsbGxJTUnBydkpx5Eq4vWYmJiQnvJib6SvSq1RE/soDhenvD1bUoiC7FHiQ3xr/d+e5PiH8Rz86zCn9p3m1MEzdOrSifT0NCx9LOnUoZMRIxUif/Py8srx85dffsmECRNyvW7atGmYmJjw4YcfPvPxyMhIXFxyvq+ZmJjg6OhIZGRkdptSpUrlaPPkM2FkZOQz85jIyMinPjf+85r/apOQkEBqaiqxsbFotdpntnnejOfLKrDJ438JDw+X5PEfDh8+TK1atVi/fj0mpia83fdtDv99GAdHB44cPUJQ7SAuXLhAo0aNyMjMIC42jtJlSvPZmM+4ceMGPj4+1KtXDycnJwBcXFw4f/48lStXfmqsTZs2MXv2bGxsbfho+Ef5tqLqq6hfvz6HDx+mYsWKLF++PPu1O3bsGOHh4Xh6ehIbG4upqSnvvPsOCxcu5MMPPpS9Xv+hZs2anD59msDAN4iIjCQmJoaqVavy11/rads2mMDA/zv65MiRI/zww4+8//57cvSHHjx69AiVpWH/31QUBTtbW/kdEOIlvFGtFjsPbKV87bKcO3iRqNAYwm9GYalYYWtvS6WKlVixYjmTp0zJMashREGk0+nQ6WmP4j/7hMeFHf+5bPVZK+ZWrFjBu+++m/3z5s2bmT17NqdOnZL3rucolMljjRo1jB1CvnL//n1KlSpFWFgYKakpZGRk8PPPP9Otezfs7e2pV68eWq2WqVOn4ujoyMWLF+natSt37tzhypUrlC1bNscvUGJiIjNnznxmdafixYuzceNGTpw4kX2kR2FSp04dFi1cRL269ShXrhzdu3dn4cKFlCtbDh8fH4a+P5TzF85z7do12rdvz4oVK7KXtopnK1OmDAsWLsDJqTjOzs44OztT3Kk4y1f8ioO9A2++2QGAoKAgXFxc+Pnnnx/P9D5jKYl4cQ4ODphHm5GRkoGZlWE+gKYnp2NpaUlkdCSlSxumuqsQhU1g9UAePnzA9X3XaVG5NXeK3cZ/cBXW/bmO6jVq4OPjg62dHW91ecvYoQqRr9na2ua657F9+/bUqlUr++e1a9cSHR1NyZIls+/TarWMHDmS7777jtu3b+Pm5vZU8ZmsrCwePXqEm5sbAG5ubkRF5SxM9+TnJ23+zc3N7amqqP++5nn92traYmlpiUajQaPRPLPN88Z9WYUyefy3hIQEzpw5Q4MGhb9U/K5duzh9+jSWlpYoisK0adO4f/8+H374IX/88Qd//vEnW7dupUSJEhw/dhxXV1cyMjJwcnJi/vz5dOzYkRs3buDk5MTChQufOYaLi8tzN9wGBQUBUK9ePYM9R2Nr0qQJwcHBODs788moT6hUsRLO/ZyxtLTE29ubuT/PZdSoUSQmJfLw4UNjh5vvNWnShCZNmuS4r2zZspQtW5Zfflmc4/4yZcpgZ2fH9h3bJHl8TWq1mvGfjOfreZNwaeFqkG9Ykx4kEnYjjPNXz1Ondh299y9EYdWqeevs/65ZoyZhYWG0bduWqAdRtGnZRo4pE4WGolVQ1Pqt3flkz+OLsLGxwcbGJvvnd955h3bt2uVo07JlS/r06UP//v2Bx5914+LiOHnyZPaE1Z49e9DpdNmJaFBQEOPGjSMzMxNT08fFr3bu3En58uWfu/UuKCiISZMmER0dnb0sdufOndja2lKxYsXsNlu2bMlx3c6dO7M/f5uZmVGjRg12796dXVRUp9Oxe/duhg0b9sKvy38pkAVzXkZaWhpdu3ZlxIgRxMXFFeoz5NatW8f9+/cZ9sEwBg4ayKDBg8jMzHz8hhMVhaOjI/Pnz+f3338nOTmZAQMGcOrUKY4fP45KpWLLli1cu3Yte3nq86hUKvz8/IDHBXW6dy96ZcI1Gg3TZ0ynVKlSDBw0kOrVq+Pm5saYz8Ywa9YsPvnkE27fvk1QnaDszdPixaSlpfHrr7+SmJjI7du3gcelqZcsWcy8eXPZsmVz9h9w8XpKe5fmwx4f8ODvGIP0nxaVRrXq1Tlx9oRB+heiKDAzM6NMmTJ4eHiwbOky7t69i729vbHDEkIv9H5Mx/+/varixYtTuXLlHDdTU1Pc3NwoX748ABUqVKBVq1YMHjyY48eP8/fffzNs2DC6d++efaxHz549MTMzY+DAgVy4cIHffvuN2bNnM2LEiOeO3aJFCypWrEifPn04e/Ys27dvZ/z48QwdOjR7ye2QIUO4efMmn376KZcvX+ann35izZo1fPzxx9n9jBgxggULFrB06VIuXbrEe++9R3Jyst4+OxX65NHCwoLZs2dz8OBB0tPTUavVfP/998YO64UpivLcteA6nY4HDx5kH0p66dIlmjRtwvx581m9ejVzf55LdHQ0rVu3ZunSpTRv3pxVq1YRHh7O/PnzqVChAj/88ANr165l8+bNjB49+qVnH+zs7HKcP1NUfPHFF1QNqArAd999R3p6OsuXLyc1NZWwsDD+Pvw3devUxd/fn9BzocYNtgBJSkqiVavWnAg5wYEDB3jzzfasXLWCyMgIhrw35PE+2veGYGJSJBZN5Imq/lUpZeNDVnpW7o1fktpMQ9cOXTh7/Kze+xaiKLlw4QKDBg9i1jeznioCIoTIeytWrMDPz4+mTZvSpk0b6tWrl+MMRzs7O3bs2MGtW7eoUaMGI0eO5IsvvshxFuS+fftQqVTZX5RrNBo2bdqERqMhKCiI3r178/bbb/PVV19lX1OqVCk2b97Mzp07CQgI4JtvvmHhwoW0bNkyu023bt2YOXPm48+qVaty5swZtm3bprcijgXynMfX8e233/LRRx+h0WjQ6XS0aNGCH3/8MXsmLb9JT09Hq9ViZWVFXFwci35ZRJnSZWjUqBHVa1QnMTGREp4lOHXqFJs3byY+Pp5OnTphafn4zBxFUYiKisquslShQoWnxtDpdGg0GmbOnMlnn33GDz/8kGPzsHg2T09PDhw8QM0aNdm2bRuLFy+mY6eO3Lt3j0EDBwFw89ZNTp48ScMGDXF2djZyxAXD9evXMTc3x93dXZLEPPLw4UNG/PIJHm88fRDy60hNSOWN9Jr8teEvvhr/FeXLlddr/0IUBSM/GUmbNm1o2KCh/E0UhcaTcx6/bPmtQc55/N/2Ea91zmNeWLx4MZMnT+bixYvZS1sLgkI/8/hvH3/8MS1btiQiIgK1Ws3SpUuzp6HzG0VRshNHgO+//56yZcvSsWNHHBwc6N+vP5+M/ISUlBTUajXx8fH06tUrO3GEx0tMJ06ciFqtfu4aa7VajU6nIyUlhVGjRnH16tU8eX4FXUhICMFtg1GpVIwdO5a7d++y7s91dOvWDQcHB+rUqUOjho0ICgpix44dxg63wPD19cXLy0s+JOWh4sWL46Cz13u/lraWXLh9gZ5detJ3QF+99y9EYXHl2hU+HPkhm7Zt4o91f/Dw4UPC7oVRrFgxHJ0cadqkqfxNFKKQ2bJlC5MnTy5QiSMUwZlHeHxGSpcuXTh06NBTj6WlpbFs2TIGDx7MvHnz6Nq1K8WLF8/zGBVF4csJX2JqakoV/yq0a9cOExMTnvxzWVtbExYW9sL7Hi5fvoy3t3eOxPJZY2ZmZkrp7xeUkZGBubk5zs7OLPt1Ga1btcbT0xONiYYqVarg5ubGoEGD8Pb2ZuPGjfTv11/e/EW+NW3ONMIc7mHjqd9vae9vv8fM4TMIfjOYY4ePSelzIf7lyPEjbD68EVc/J+6EhhF5KYYpE6dw9txZvEp4EeAfYOwQhdC7JzOPXzSfaZCZx692fpLvZx4LqiI38wiPy9y+/fbbLF68+KnHrl69iqOjIyqViuXLl+Pk5MS+ffsYNmwYu/fs5ueff+bHH3/khx9+ICIigoSEhOyKmu+++y6fffbZS8cTFRXFtGnTiIuLA+Do0aN88cUXLFq4CJ1WR8eOHdFoNNmJ4+eff05iYuJLbZj38/P7z8QRHs9SSuL44m7dukX9+vWJiYnBxcWFHj174OPjQ5/efRj+0XA2btjIqVOnsLOzo3Xr1mzcuNHYIRcaOp2OY8eOodVqjR1KoTF66Gg0t/R/fmbxOsWZs2IO5SuU59hxKR4lxD9t3rGZPZd24teoLFeOXUOlVuHlXQLrYtYEtw6WxFEIke8U2WmQf25YfUJRFM6cOYNarSY2NpZ79+7RvXt3GjduTNeuXWnWtBkArq6uWFtb8+DBA/bu3cvBgwez+/Dz82PSpEmo1f+Xl1+6dAk/P7/sb9xjY2PR6XSsXr2awYMHM3DgQI4dO8aoUaOIiYkhKCiIt956iw0bNlC9enXKlHm8x7FEiRIGflXEyyhfvjy9evXi4MGDlC1bFltbW958803Gjx+PpZUl7777Lls2b2HlipWsWr2KK1evoCiKzLzowYYNG3B0cGTy5CkMHDggu7qZeD1exb24tfsm5y9coGRDb+zd7LB2tcn9wv9gYWNJWPo9hg8dzucTPmfLxi25XyREEbBx8wZCwo9RLtCXc5su0q1JT/z9/aWSqihSdDoduteojvq8PoXhFNnk8VkmTZpEyZIl6d27N8nJydnVj1atWsWaNWtYu3Yt/v7+9OzZk/79++Pq6sqECRNITk7m66+/xsbGht9++w2NRoOtrS3r16+nQoUK9O7dm7Vr12Yfkj1x4kTeeustkpOT0Wg0/Pjjj1haWpKYmMjo0aNZu3YtTZs2xd7eHpVKJYfM52N9+/Zl2LBhXL9+nRKeJUhNTcXCwoJdO3exZesW/vrrL9b8tobixYtjYW5BVlZWgVvbnh9lZmZSsWIlqlWrztq1a/D29qZuvbpYWFgYO7QC7ZMhI4HHy4kuX73MjwvnEOkZhW8D39fq17SEGe9/+D42xV4vERWiMIiJicHa2prvf/geO1dbvMy8mfzZVDQa/c/8CyGEvhXJPY+G9uDBA/7++29CQkL4+uuvjR2OMLD79+/z0fCPMDExoZhVMRo3bsyxY8eYPmM66enpjBw5kjp16uDv70/Y3TA6d+5s7JALvAcPHrB582a6dnkLgNOnT3H9xg0yMzPo3Lnzc4tDiZej1WoZPmY4D1MesmPdDqq3r0H1bjVQqV9u9jwtMQ27c7Yc3v83O7ZJ8ShR9Fy+fJlGjRtxLvQcBw8exM3dDUsrS6pUriJJoyiSnux5HNdoGhYmet7zmJXKpH2jZc+jgUjyKIQefPzxx5iamrJu3TquX79OUFAQFpYW2NnaoTHRcP36dQ4fPsysb2fRtm1bqlatauyQC7xp06bzwbAPctyXlZXFH3/+gbV1Mbp06SJLhPUoPT2d3Xt38+PSH7GtbI9PXZ+Xen11B7XcvniL72d9r7ezpoTIDw4ePEjlypX/80urlJQU0tLScHBwQFGUHFtbhCiKniSPY+tPxcJEv6uG0rLSmHxwjCSPBiJ/vYTQA09PT65evcr169eBx5VYq1erTkpqCopO4eyZs+zfv58RI0dw5+4ddu3aZeSIC7YVK1bQpHGTp+43MTGh21vdqOIfwHfffUdWlv4Pvi+qzM3NadOqDVtWbSHtdApnl5/m+Ipj3Dpyi0tbL3Jt11XOrDtN4oPEZ14fWyyWmJQY1q5fm8eRC2FY9evXz3W1g5WVVXYxPkkchRAFmcw8CqFHKpWKESNG8O2333Lq9CmC2wbj5+dHVlYWtra2BFQNYNy4cZw/f56DBw4ydOhQzM3NjR12gaEoCosXL8bKqhjt27X/z7bx8fGsWbuGjz76MI+iK1ri4uM4duwYV65fISgwCHt7e65eu8rEyRM5c/IMNTsEUn9Ig+z2WelZPLr/CL/kcowaNsqIkQshhDC2JzOPY+pOMcjM49S/P5OZRwORgjlC6MmpU6fwKeXDyZMngceJZIUKFTh16hSxsbEAzPlpDhkZGdjZ2vF237eZOXMmgwcPxsXFxZihFxgLFiygcaPGeHrmXnnYzs4OMzMz0tLSpJCOAdjb2dOyRUtatmiZfV/ZsmVp26YtAD3f7snZVWfw71qFc2tCUT9UMbjvYCrUr2CskIUQQgjxmmTthBB6Ur16dW7dvMW4ceMAOBd6jo2bNjJ02FAAihUrhm8ZX3p078GKlSsoVqwYAwcNZPGSp88bFc+WlJSEh4fni1+gKKxdu1aWrxrBymUr6d+iHz+8OZtLey+y6fdNvNnuTcr5ljN2aEIIIfILrQ5Fzzf0fPSHyEmSRyH0bOq0qQQEBLBjx+OqkqtWrqJv374kJyeTmZnJ6t9Ws2DBAuBxQmluJstWX1Tz5s3ZsHHDC7fv3LkLvr5lOX78uAGjEs/TtVNXUpJSuHX1lrFDEUIIIYQeSPIohJ6Zm5sTFRXFunXriI6O5saNG2zYsAEXFxcW/bIIU1NTIsIj0Ol0JCUlUap0KWOHXGD4+/uTkpz8wu2tra0pU7oM+/buQ7Z3CyGEEPmLolUMchOGI8mjEHr2+fjPiYyMJDk5mUWLFnH12lViY2OJjo7mvSHv0bBBQwDUajWWlpakpaYZOeKCJT0jnYiI8Bdub21tTdeuXfnh+x+4e/euASMTQgghhCjcpGCOEHoWFBTEoUOHqFevHhO/moiJyeNfs8qVK3PlyhVCQkIY89kYFEVBURQSEhKMHHHB0rZtW06eOIm7u8cLX+PpWQLPEiVIfolZSyGEEEIYlk6nQ6fnPYo6nex5NCSZeRRCz7755hv8/PxwcnLC3t6eiIgIAH7++WdKlChBo0aNmDpl6uOjJNasoU+fPkaOuGDx9vbmUeyjF26v1WpZumwJ3t4lqVBBKn0KIYQQ+YWi0xnkJgxHZh6F0LP3338fCwsLFixYwNBhQzkRcoKAgADq1q3LpMmTiI+Lp1btWuzdu5dqVavJMRIvKTMzM3s291nS09NJSEjAysqKTZs3kZWVSbdu3XB0dMzDKIUQQgghCh9JHoXQM0tLSwA6dOhAhw4dUBSFqKgoVCoVPbr3QFEUJk2aRI3qNShfvryRoy14Ll26RJnSZZ752OnTpzgecpzSpUuTkpJCly6dsbGxyeMIhRBCCPEidFoFHfotcKOTgjkGJcmjEAamUqlwc3PL8fP48eONGFHBdv78eVo0b5njvnv37rF9xzYCAwP5+OOPjRSZEEIIIUThJnsehRAFSpMmTVi5aiVZWVnZ923evImhQ4dSu3ZtI0YmhBBCiJehaHUGuQnDkZlHIUSB4ubmRocOb7J4yS/Ur9eA06dP06p1K9Rq+S5MCCGEEMKQ5NOWEKLAKVmyJB999BHHQ47hU8pbqqgKIYQQBZCiVQxyE4YjM49CiAJryJAhxg5BCCGEEKLIkORRCCGEEEIIked0Oh06lX73KOrknEeDkuRRCCGEEEIIked0ig6doufkUc/9iZxkz6MQQgghhBBCiFzJzKMQQgghhBAiz+l0igGWrUrBHEOSmUchhBBCCCGEELmSmUchhBBCCCFEntMpWnQ6rd77FIYjM49CCCGEEEIIIXIlM49CCCGEEEKIPKdTdGil2mqBIjOPQgghhBBCCCFyJTOPQgghhBBCiDyn0+nQoe9qqzLzaEiSPAohhBBCCCHynCSPBY8sWxVCCCGEEEIIkSuZeRRCCCGEEELkOZ2i03uBGymYY1gy8yiEEEIIIYQQIlcy8yiEEEIIIYTIczqdFh1avfcpDEdmHoUQQgghhBBC5EpmHoUQQgghhBB5TqqtFjwy8yiEEEIIIYQQIlcy8yiEEEIIIYTIczpFMUC1VUWv/YmcJHkUQgghhBBC5DlZtlrwyLJVIYQQQgghhBC5kplHIYQQQgghRJ6TmceCR2YehRBCCCGEEELkSmYehRBCCCGEEHlOp2jRKlq99ykMR2YehRBCCCGEEELkSmYehRBCCCGEEHlOp+j0vkdR30d/iJxk5lEIIYQQQgghRK5k5lEIIYQQQgiR53Q6HTqVzDwWJJI8CiGEEEIIIfKcTjHAUR2SPBqULFsVQgghhBBCCJErmXkUQgghhBBC5DlZtlrwyMyjEEIIIYQQQohcycyjEEIIIYQQIs893vOo1XufwnBk5lEIIYQQQgghRK5k5lEIIYQQQgiR52TPY8EjM49CCCGEEEIIIXIlM49CCCGEEEKIPCczjwWPJI9CCCGEEEKIPKdTdGiR5LEgkWWrQgghhBBCCCFyJTOPQgghhBBCiDwny1YLHpl5FEIIIYQQQgiRK5l5FEIIIYQQQuQ5nU6LTqXfuSydotVrfyInmXkUQgghhBBCCJErSR6FEEIIIYQQeU6n6Axye12XLl2iffv22NnZUaxYMQIDA7l7927242lpaQwdOpTixYtjbW1N586diYqKytHH3bt3adu2LVZWVri4uDBq1CiysrL+c9xHjx7Rq1cvbG1tsbe3Z+DAgSQlJeVoExoaSv369bGwsMDLy4vp06c/1c/atWvx8/PDwsICf39/tmzZ8hqvRk6SPAohhBBCCCEEcOPGDerVq4efnx/79u0jNDSUzz//HAsLi+w2H3/8MRs3bmTt2rXs37+f8PBwOnXqlP24Vqulbdu2ZGRkcPjwYZYuXcqSJUv44osv/nPsXr16ceHCBXbu3MmmTZs4cOAA77zzTvbjCQkJtGjRAm9vb06ePMmMGTOYMGEC8+fPz25z+PBhevTowcCBAzl9+jQdOnSgQ4cOnD9/Xi+vj0pRFEUvPQkhhBBCCCFELhISErCzs6MeLTDBVK99Z5HJIXYQHx+Pra3tS1/fvXt3TE1N+fXXX5/5eHx8PM7OzqxcuZIuXboAcPnyZSpUqMCRI0eoXbs2W7duJTg4mPDwcFxdXQGYO3cuo0ePJiYmBjMzs6f6vXTpEhUrViQkJISaNWsCsG3bNtq0acO9e/fw8PDg559/Zty4cURGRmb3MWbMGNavX8/ly5cB6NatG8nJyWzatCm779q1a1O1alXmzp370q/Hv8nMoxBCCCGEECLPZZFFFpl6vj1eGpqQkJDjlp6enms8Op2OzZs3U65cOVq2bImLiwu1atVi/fr12W1OnjxJZmYmzZo1y77Pz8+PkiVLcuTIEQCOHDmCv79/duII0LJlSxISErhw4cIzxz5y5Aj29vbZiSNAs2bNUKvVHDt2LLtNgwYNciSfLVu25MqVK8TGxma3+WdsT9o8ie11SbVVIYQQQgghRJ4xMzPDzc2No5F7DNK/tbU1Xl5eOe778ssvmTBhwn9eFx0dTVJSElOnTuXrr79m2rRpbNu2jU6dOrF3714aNmyYPetnb2+f41pXV1ciIyMBiIyMzJE4Pnn8yWPPEhkZiYuLS477TExMcHR0zNFvqVKlntuvg4PDc8d+3rgvS5JHIYQQQgghRJ6xsLDg1q1bZGRkGKR/RVFQqVQ57jM3N3+q3YoVK3j33Xezf968eTMAb775Jh9//DEAVatW5fDhw8ydO5eGDRsaJN6CRJJHIYQQQgghRJ6ysLDIUYTGGNq3b0+tWrWyf3Z2dsbExISKFSvmaFehQgUOHToEgJubGxkZGcTFxeWYfYyKisLNzS27zfHjx3P08aQa65M2/+bm5kZ0dHSO+7Kysnj06FGOfv9d1fXf/T6vzfPGfVmy51EIIYQQQghR5NjY2ODr65t9s7OzIzAwkCtXruRod/XqVby9vQGoUaMGpqam7N69O/vxK1eucPfuXYKCggAICgri3LlzOZLBnTt3Ymtr+1Ri+kRQUBBxcXGcPHky+749e/ag0+myE9ygoCAOHDhAZmZmjn7Lly+Pg4NDdpt/xvakzZPYXpdUWxVCCCGEEEIIYN26dXTr1o05c+bQuHFjtm3bxvDhw9m3bx/16tUD4L333mPLli0sWbIEW1tbPvjgA+DxMRnw+KiOqlWr4uHhwfTp04mMjKRPnz4MGjSIyZMnP3fs1q1bExUVxdy5c8nMzKR///7UrFmTlStXAo8rvZYvX54WLVowevRozp8/z4ABA5g1a1b2kR6HDx+mYcOGTJ06lbZt27J69WomT57MqVOnqFy58uu/QIoQQgghhBBCCEVRFGXRokWKr6+vYmFhoQQEBCjr16/P8Xhqaqry/vvvKw4ODoqVlZXSsWNHJSIiIkeb27dvK61bt1YsLS0VJycnZeTIkUpmZmb247du3VIAZe/evdn3PXz4UOnRo4dibW2t2NraKv3791cSExNz9Hv27FmlXr16irm5ueLp6alMnTr1qfjXrFmjlCtXTjEzM1MqVaqkbN68WQ+vymMy8yiEEEIIIYQQeWjv3r106tSJmzdvZi85LQhkz6MQQgghhBBC5KEtW7YwduzYApU4gux5FEIIIYQQQgjxAmTmUQghhBBCCCFEriR5FEIIIYQQQgiRK0kehRBCCCGEEELkSpJHIYQQQgghhBC5kuRRCCGEEEIIIUSuJHkUQgghhBBCCJErSR6FEEIIIYQQQuRKkkchhBBCCCGEELmS5FEIIYQQQgghRK7+H6aBBg3ybUoHAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib.ticker import FuncFormatter\n", "\n", "ax = cem.plot_us(\n", " gdf_pep,\n", " NUM_CHANGE_VARIABLE,\n", " legend=True,\n", " figsize=(12, 6),\n", " cmap=\"PRGn\",\n", " edgecolor=\"black\",\n", " linewidth=0.25,\n", " vmin=-600_000,\n", " vmax=600_000,\n", " legend_kwds={\"format\": FuncFormatter(lambda x, pos: f\"{x:+,.0f}\")},\n", ")\n", "\n", "ax.axis(\"off\")\n", "ax.set_title(\"PEP Data - Total Population Change by State, 2020-2021\")" ] }, { "cell_type": "code", "execution_count": 22, "id": "d9da1256-d131-48b7-ba3e-4825358508a6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'PEP Data - Total Population Percentage Change by State, 2020-2021')" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = cem.plot_us(\n", " gdf_pep,\n", " PCT_CHANGE_VARIABLE,\n", " legend=True,\n", " figsize=(12, 6),\n", " cmap=\"PRGn\",\n", " edgecolor=\"black\",\n", " linewidth=0.25,\n", " vmin=-4,\n", " vmax=4,\n", " legend_kwds={\"format\": FuncFormatter(lambda x, pos: f\"{x:+.1f}%\")},\n", ")\n", "\n", "ax.axis(\"off\")\n", "ax.set_title(\"PEP Data - Total Population Percentage Change by State, 2020-2021\")" ] }, { "cell_type": "markdown", "id": "a4bc85ff-f3c3-4387-9426-9eec90d4a8a7", "metadata": {}, "source": [ "# Part 3. Compare NY Results" ] }, { "cell_type": "code", "execution_count": 23, "id": "0dc54b0e-7b18-448a-9993-bb9d689ac383", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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NAMEB01003_001E_DELTAB01003_001E_DELTA_PERCENT
4New York5998963.074049
\n", "
" ], "text/plain": [ " NAME B01003_001E_DELTA B01003_001E_DELTA_PERCENT\n", "4 New York 599896 3.074049" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_both_years[gdf_both_years.STATE == STATE_NY][\n", " [\"NAME\", TOTAL_POPULATION_CHANGE, TOTAL_POPULATION_CHANGE_PERCENT]\n", "]" ] }, { "cell_type": "code", "execution_count": 24, "id": "5606b562-f3cf-409a-b871-184917b92d0e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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NAMENPOPCHG_2021PPOPCHG_2021
37New York-319020-1.582838
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" ], "text/plain": [ " NAME NPOPCHG_2021 PPOPCHG_2021\n", "37 New York -319020 -1.582838" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_pep[gdf_pep.STATE == STATE_NY][[\"NAME\", NUM_CHANGE_VARIABLE, PCT_CHANGE_VARIABLE]]" ] }, { "cell_type": "code", "execution_count": null, "id": "3a7abc89-aea0-444f-821f-dd5ef156bb4a", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "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": "3.9.10" } }, "nbformat": 4, "nbformat_minor": 5 }