diff --git a/src/notebooks/web-overlapped-area-chart-with-zoom-outsets.ipynb b/src/notebooks/web-overlapped-area-chart-with-zoom-outsets.ipynb new file mode 100644 index 0000000000..ab9e5a36aa --- /dev/null +++ b/src/notebooks/web-overlapped-area-chart-with-zoom-outsets.ipynb @@ -0,0 +1,994 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "a2810ee9", + "metadata": {}, + "source": [ + "# Overlapped Area Chart with Zoom Outsets" + ] + }, + { + "cell_type": "markdown", + "id": "2efc69b3", + "metadata": {}, + "source": [ + "In this tutorial, we will be composing a four-panel plot for multiscale visualization of rainfall time series data in Texas made available by [Evett et al. via the USDA](https://doi.org/10.15482/USDA.ADC/1528713).\n", + "Our data comprises recordings from a pair of rain gauges positioned in opposite corners of the study area.\n", + "\n", + "We'll need to tackle two key challenges into visualizing this rainfall time series: *1)* dealing with scrunched time/rainfall scales and *2)* co-visualizing dueling readings from our twin gauges.\n", + "\n", + "### Challenge 1\n", + "\n", + "To address the first challenge, we will use `matplotlib`'s `stackplot` to create area plots with a transparency (\"alpha\") effect.\n", + "(For those unfamiliar, area plots are line plots with the area between the line and the x-axis filled in.)\n", + "Because the gauges mostly agree, the majority of plotted area will be overlap from both gauges.\n", + "However, where they differ one area plot will show through.\n", + "\n", + "### Challenge 2\n", + "\n", + "The second challenge in visualizing this data arises because, in the particular study area, large amounts of rain falls in short spurts.\n", + "So, when we zoom out to see the whole month and the maximum rainfall rate, large spikes in the data cause the rest of the data to be scrunched into obscurity.\n", + "\n", + "To plot our data without losing information about low-magnitude rainfall and the short-time events, we will use the `outset` package draw supplementary views of the data at alternate magnifications.\n", + "These auxiliary plots will be combined with the main plot (overall view) as an axes grid.\n", + "\n", + "### Visualization Result\n", + "\n", + "Here's a sneak peek at the visualization we'll be building!" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "db1cddcd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "try:\n", + " display(grid.figure) # shows completed figure if notebook already ran\n", + "except NameError:\n", + " pass" + ] + }, + { + "cell_type": "markdown", + "id": "eae5ff55", + "metadata": {}, + "source": [ + "## Setup" + ] + }, + { + "cell_type": "markdown", + "id": "7139e2c2", + "metadata": {}, + "source": [ + "Begin by importing necessary packages.\n", + "\n", + "Notably:\n", + "- `datetime` for converting the month and day values from day-of-year\n", + "- `pandas` for data management\n", + "- `matplotlib` for plotting area charts using `stackplot`\n", + "- `outset` for managing multi-zoom grid and zoom indicators" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "7a789ae1", + "metadata": {}, + "outputs": [], + "source": [ + "from datetime import datetime, timedelta\n", + "import itertools as it\n", + "import typing\n", + "\n", + "from matplotlib import pyplot as plt\n", + "from matplotlib import text as mpl_text\n", + "import numpy as np\n", + "import outset as otst\n", + "from outset import util as otst_util\n", + "import opytional as opyt\n", + "import pandas as pd\n", + "import seaborn as sns\n" + ] + }, + { + "cell_type": "markdown", + "id": "01b3697f", + "metadata": {}, + "source": [ + "To install dependencies for this exercise,\n", + "\n", + "```bash\n", + "python3 -m pip install \\\n", + " matplotlib `# ==3.8.2`\\\n", + " numpy `# ==1.26.2` \\\n", + " outset `# ==0.1.6` \\\n", + " opytional `# ==0.1.0` \\\n", + " pandas `# ==2.1.3` \\\n", + " seaborn `# ==0.13.0`\n", + "```" + ] + }, + { + "cell_type": "markdown", + "id": "65c21652", + "metadata": {}, + "source": [ + "## Data Preparation" + ] + }, + { + "cell_type": "markdown", + "id": "d69ed300", + "metadata": {}, + "source": [ + "Next, fetch our data and do a little work on it: rename columns and subset data down to just the month of March.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a6d5f41a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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YearDecimal DOYNW dew/frost in mmSW dew/frost in mmNW precip in mmSW precip in mmNW irrig. in mmSW irrig. in mmNW ET in mmSW ET in mmNW Lysimeter\\n(35.18817624°N, -102.09791°W)SW Lysimeter\\n(35.18613985°N, -102.0979187°W)
5568201959.0104170.0056810.0000000.00.00.00.0-0.001523-0.0052450.00.0
5569201959.0208330.0000000.0000000.00.00.00.00.018815-0.0052850.00.0
5570201959.0312500.0000000.0000000.00.00.00.0-0.0098810.0025030.00.0
5571201959.0416670.0000000.0024640.00.00.00.0-0.0061340.0021460.00.0
5572201959.0520830.0000000.0000000.00.00.00.00.0053520.0001190.00.0
.......................................
8538201989.9479170.0000000.0000000.00.00.00.0-0.013010-0.0056820.00.0
8539201989.9583330.0000000.0000000.00.00.00.00.001976-0.0036160.00.0
8540201989.9687500.0000000.0000000.00.00.00.0-0.0010290.0028210.00.0
8541201989.9791670.0000000.0038940.00.00.00.00.0019760.0029400.00.0
8542201989.9895830.0000000.0000000.00.00.00.0-0.004899-0.0019070.00.0
\n", + "

2975 rows × 12 columns

\n", + "
" + ], + "text/plain": [ + " Year Decimal DOY NW dew/frost in mm SW dew/frost in mm \\\n", + "5568 2019 59.010417 0.005681 0.000000 \n", + "5569 2019 59.020833 0.000000 0.000000 \n", + "5570 2019 59.031250 0.000000 0.000000 \n", + "5571 2019 59.041667 0.000000 0.002464 \n", + "5572 2019 59.052083 0.000000 0.000000 \n", + "... ... ... ... ... \n", + "8538 2019 89.947917 0.000000 0.000000 \n", + "8539 2019 89.958333 0.000000 0.000000 \n", + "8540 2019 89.968750 0.000000 0.000000 \n", + "8541 2019 89.979167 0.000000 0.003894 \n", + "8542 2019 89.989583 0.000000 0.000000 \n", + "\n", + " NW precip in mm SW precip in mm NW irrig. in mm SW irrig. in mm \\\n", + "5568 0.0 0.0 0.0 0.0 \n", + "5569 0.0 0.0 0.0 0.0 \n", + "5570 0.0 0.0 0.0 0.0 \n", + "5571 0.0 0.0 0.0 0.0 \n", + "5572 0.0 0.0 0.0 0.0 \n", + "... ... ... ... ... \n", + "8538 0.0 0.0 0.0 0.0 \n", + "8539 0.0 0.0 0.0 0.0 \n", + "8540 0.0 0.0 0.0 0.0 \n", + "8541 0.0 0.0 0.0 0.0 \n", + "8542 0.0 0.0 0.0 0.0 \n", + "\n", + " NW ET in mm SW ET in mm NW Lysimeter\\n(35.18817624°N, -102.09791°W) \\\n", + "5568 -0.001523 -0.005245 0.0 \n", + "5569 0.018815 -0.005285 0.0 \n", + "5570 -0.009881 0.002503 0.0 \n", + "5571 -0.006134 0.002146 0.0 \n", + "5572 0.005352 0.000119 0.0 \n", + "... ... ... ... \n", + "8538 -0.013010 -0.005682 0.0 \n", + "8539 0.001976 -0.003616 0.0 \n", + "8540 -0.001029 0.002821 0.0 \n", + "8541 0.001976 0.002940 0.0 \n", + "8542 -0.004899 -0.001907 0.0 \n", + "\n", + " SW Lysimeter\\n(35.18613985°N, -102.0979187°W) \n", + "5568 0.0 \n", + "5569 0.0 \n", + "5570 0.0 \n", + "5571 0.0 \n", + "5572 0.0 \n", + "... ... \n", + "8538 0.0 \n", + "8539 0.0 \n", + "8540 0.0 \n", + "8541 0.0 \n", + "8542 0.0 \n", + "\n", + "[2975 rows x 12 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv(\"https://osf.io/6mx3e/download\") # download data\n", + "\n", + "nwls = \"NW Lysimeter\\n(35.18817624°N, -102.09791°W)\"\n", + "swls = \"SW Lysimeter\\n(35.18613985°N, -102.0979187°W)\"\n", + "df[nwls], df[swls] = df[\"NW precip in mm\"], df[\"SW precip in mm\"]\n", + "\n", + "# filter down to just data from March 2019\n", + "march_df = df[np.clip(df[\"Decimal DOY\"], 59, 90) == df[\"Decimal DOY\"]]\n", + "\n", + "march_df # show snippet of dataframe content" + ] + }, + { + "cell_type": "markdown", + "id": "7ba222ae", + "metadata": {}, + "source": [ + "Here's a preliminary look at the time series." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "3b714c9f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = sns.lineplot(data=march_df, x=\"Decimal DOY\", y=\"NW precip in mm\")\n", + "sns.lineplot(data=march_df, x=\"Decimal DOY\", y=\"SW precip in mm\", ax=ax)\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "747b0dc8", + "metadata": {}, + "source": [ + "We've certainly got some work to do to nice this up!\n", + "\n", + "Our visualization will focus on showing three details that are difficult to make out in a naive visualization *1)* a little shower around day 72, *2)* the big rainstorm around day 82, and *3)* light precipitation events over the course of the entire month.\n", + "We'll create a zoom panel to show each of these components." + ] + }, + { + "cell_type": "markdown", + "id": "973d64db", + "metadata": {}, + "source": [ + "# Create Axes Grid" + ] + }, + { + "cell_type": "markdown", + "id": "40a42299", + "metadata": {}, + "source": [ + "Our first plotting step is to initialize an `outset.OutsetGrid` to manage content and layout of our planned axes grid.\n", + "This class operates analogously to seaborn's [`FacetGrid`](https://seaborn.pydata.org/generated/seaborn.FacetGrid.html), if you're familiar with that.\n", + "\n", + "We'll provide a list of the main plot regions we want to magnify through the `data` kwarg.\n", + "Other kwargs provide styling and layout information, including how we want plots to be shaped and how many columns we want to have." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "be99c6e6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid = otst.OutsetGrid( # initialize axes grid manager\n", + " data=[\n", + " # (x0, y0, x1, y1) regions to outset\n", + " (71.6, 0, 72.2, 2), # little shower around day 72\n", + " (59, 0, 90, 0.2), # all light precipitation events\n", + " (81.3, 0, 82.2, 16), # big rainstorm around day 82\n", + " ],\n", + " x=\"Time\",\n", + " y=\"Precipitation (mm)\", # label axes\n", + " aspect=2, # make subplots wide\n", + " col_wrap=2, # wrap subplots into a 2x2 grid\n", + " # styling for zoom indicator annotations, discussed later\n", + " marqueeplot_kws={\"frame_outer_pad\": 0, \"mark_glyph_kws\": {\"zorder\": 11}},\n", + " marqueeplot_source_kws={\"zorder\": 10, \"frame_face_kws\": {\"zorder\": 10}},\n", + ")\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "2db75a06", + "metadata": {}, + "source": [ + "## Set Up Plot Content" + ] + }, + { + "cell_type": "markdown", + "id": "68aa0b8d", + "metadata": {}, + "source": [ + "Next, we'll set up the content of our plots --- overlapped area plots showing the two rain gauges' readings.\n", + "\n", + "Matplotlib's [`stackplot`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.stackplot.html) is designed to create area plots with areas \"stacked\" on top of each other instead of overlapping.\n", + "To get an overlap, we'll call `stackplot` twice so that each \"stack\" contains only one of our variables.\n", + "\n", + "We will use `OutsetGrid.broadcast` to draw the same content across all four axes in our grid.\n", + "This method takes a plotter function as its first argument then calls it with subsequent arguments forwarded to it on each axis." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6afadc6c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# draw semi-transparent filled lineplot on all axes for each lysimeter\n", + "for y, color in zip([nwls, swls], [\"fuchsia\", \"aquamarine\"]):\n", + " grid.broadcast(\n", + " plt.stackplot, # plotter\n", + " march_df[\"Decimal DOY\"], # all kwargs below forwarded to plotter...\n", + " march_df[y],\n", + " colors=[color],\n", + " labels=[y],\n", + " lw=2,\n", + " edgecolor=color,\n", + " alpha=0.4, # set to 60% transparent (alpha 1.0 is non-transparent)\n", + " zorder=10,\n", + " )\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "7ac55cf7", + "metadata": {}, + "source": [ + "To pretty things up, we'll lay down a white underlay around the stackplots for better contrast against background fills.\n", + "\n", + "We can do this by drawing another stackplot that tracks the maximum reading between our rain gauges at each point in time.\n", + "Specifying a lower `zorder` for this plot causes it to be drawn below the other stackplots." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "f87f53a0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ys = np.maximum(march_df[\"SW precip in mm\"], march_df[\"NW precip in mm\"])\n", + "grid.broadcast(\n", + " plt.stackplot, # plotter\n", + " march_df[\"Decimal DOY\"], # all kwargs below forwarded to plotter...\n", + " ys,\n", + " colors=[\"white\"],\n", + " lw=20, # thick line width causes protrusion of white border\n", + " edgecolor=\"white\",\n", + " zorder=9, # note lower zorder positions underlay below stackplots\n", + ")\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "73a187d9", + "metadata": {}, + "source": [ + "# Add Zoom Indicators" + ] + }, + { + "cell_type": "markdown", + "id": "5ce10ffc", + "metadata": {}, + "source": [ + "Now it's time to add zoom indicator boxes, a.k.a. `outset` \"marquees,\" to show how the scales of our auxiliary plots relate to the scale of the main plot.\n", + "Note that we pass a kwarg to allow aspect ratios to vary between the main plot and outset plots.\n", + "That way, zoom areas can be expanded along their smaller dimension to take full advantage of available space." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8650b5cb", + "metadata": { + "lines_to_end_of_cell_marker": 2 + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# draw \"marquee' zoom indicators showing correspondences between main plot\n", + "# and outset plots\n", + "grid.marqueeplot(equalize_aspect=False) # allow axes aspect ratios to vary\n", + "\n", + "display(grid.figure) # show current progress\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "dde85fc7", + "metadata": {}, + "source": [ + "## Replace Numeric Tick Labels with Human-readable Timestamps" + ] + }, + { + "cell_type": "markdown", + "id": "8b108c82", + "metadata": { + "lines_to_next_cell": 2 + }, + "source": [ + "We're almost there!\n", + "But the x-axis tick labels are still numeric \"day of year\" values, which is not very intuitive.\n", + "I don't know off the top of my head what day 42 of the year corresponds to, do you?\n", + "\n", + "Let's fix that.\n", + "To replace the existing tick labels with timestamps, we'll define a function that takes a numeric day of the year and returns a human-readable timestamp.\n", + "We'll always include the time of day, but we'll only include the date on between-day transitions.\n", + "We'll also need a helper function to convert numeric day of the year to a Python datetime object." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "e4d21624", + "metadata": {}, + "outputs": [], + "source": [ + "# helper function\n", + "def to_dt(day_of_year: float, year: int = 2019) -> datetime:\n", + " \"\"\"Convert decimal day of the year to a datetime object.\"\"\"\n", + " return datetime(year=year, month=1, day=1) + timedelta(days=day_of_year)\n", + "\n", + "\n", + "def format_tick_value(\n", + " prev_value: typing.Optional[mpl_text.Text],\n", + " value: mpl_text.Text,\n", + ") -> str:\n", + " \"\"\"Create human-readable timestamp to replace a numeric axes tick.\n", + "\n", + " Adjust date string content based on whether previous tick is a different\n", + " calendar day than the current tick.\n", + " \"\"\"\n", + " decimal_doy = float(value.get_text())\n", + " prev_decimal_doy = opyt.apply_if(prev_value, lambda x: float(x.get_text()))\n", + "\n", + " # if the previous tick is the same day as this tick...\n", + " # (note: first tick has no previous tick, so prev_decimal_day is None)\n", + " if int(decimal_doy) == opyt.apply_if(prev_decimal_doy, int):\n", + " # ... then just label with time of day\n", + " return to_dt(decimal_doy).strftime(\"%H:%M\")\n", + " # otherwise, if prev tick is different day AND this tick near midnight...\n", + " elif decimal_doy % 1.0 < 1 / 24:\n", + " # ... then just label date and not time of day\n", + " return to_dt(decimal_doy).strftime(\"%b %-d\")\n", + " # otherwise, prev tick is different day and this tick NOT near midnight...\n", + " else:\n", + " # ... label with time of day AND date\n", + " return to_dt(decimal_doy).strftime(\"%H:%M\\n%b %-d\")" + ] + }, + { + "cell_type": "markdown", + "id": "6a77a7d7", + "metadata": {}, + "source": [ + "With this out of the way, we can loop over the axes in our grid and perform the label replacement." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "0bd83292", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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6HvfNphzmThuzw/EqCSUiIsNSZCM+9uePEdqQfUfvyxeO/EK1QxLp0w033ADAscce2+36m2++mQsuuACA5cuX4zibC9nnzZvHL3/5S774xS/y+c9/nr322ovbb7+9z2HmIiIiMnz4oSWMLK5jaKxJcdrsSfy2cyXGrV0wb08+PHcKsHlQfWQtHz8mfsN28Zo2TvjuQz3ue/qcSTTWpHq8LQkloUREZFiy1vJc03N4jofr9H8wpEi19GdM54MPPrjNdWeeeSZnnnnmAEQkIiIiO4O8H3YNl//4MdO447m3elyJ0N/iuk2D6rccYO/3snph2nP42NHTKhKrklAiIjKsGfq/qomIiIiIyM4mXwqoTbsYY5gxrp5Pn7AX37rnlW22+/79r/LokrW9HmfxmrYer//08XsxY1x9RWJVEkpERIalZ5ue5ey9zyYf5Dl3n3OrHY6IiIiIyICILLQVA+qzcbvcJcdM54nX1/PQP5u6bbexw+e+l9YkOvYxM8dyyTGVm6+q1fFERGSnZrHkCbB0b2V6Ye0L3Pryrdz52p2sal9VpehERERERAZeRynsaqdzHcOPPnwIx8wcu0PHPGbmWH704UNwncp1FlQ1CfXwww9z2mmnMWnSJIwx3H777d1uv+CCCzDGdPs4+eSTt3vc66+/nqlTp5LNZjniiCN44oknBugrEBGRanuDPP+kjTfJ93i72vFERERkRxnAMehZhQxpzR0+YRS/MZtNudx0wWH860mzSLvJUj9p1+FfT5rFTRccRjZV2dmqVW3Ha29vZ86cOVx00UW8733v63Gbk08+mZtvvrnrciaT6fOYv/71r5k/fz433ngjRxxxBNdddx0nnXQSr7zyCuPGjato/CIiUn0bKAGwnhKTqem6/pQ9T+GQ8YewobCBOWPnVCs8ERER2UllPIe055ByHTzHdA1yhngxiVIQUQwiikFItP21JUQGXGgtGztKjKhJ4zoG1zFcetwMTtpvPD9++DV+//xbFPyeh48DZFMOp8+ZxMeOnlaxGVBbq2oS6pRTTuGUU07pc5tMJsOECRP6fczvfve7XHzxxVx44YUA3Hjjjdx5553cdNNNfO5zn9uheEVEZOcxNjeWJ1c9SWupleebnueYycdUOyQRERHZCWQ8h7qMh9dH9YgxhkzKJZNygRT5UkBrMaAfC52KDKggsmxoL9FYkyLV+TM8Y1w93/zAHL5w6r489tpa/vZmM0ua2igGERnPYfrYOmbv3sjcaWNorEkNaHxDfjD5gw8+yLhx4xg5ciTveMc7+Pd//3dGjx7d47alUomnn36aK6+8sus6x3E44YQTeOyxx3o9R7FYpFgsdl1uaWmp3BcgIiJVEdqQr//166TcFLPHzFYSSkRERPrkGGjMpUl7yafW5NIeGc+ltRhQ8MMBiE6k/0JrWd9eoibtUpfxuqr4GmtSnLz/RE7ef2LVYhvSg8lPPvlkfvazn7Fo0SK+8Y1v8NBDD3HKKacQhj3/Uq9du5YwDBk/fny368ePH8+qVb0PpV24cCGNjY1dH5MnT67o1yEiItVhOv8TERER6YvrGEbVZspKQG3iOIbGXIq6zJCv9ZBdREcpZG1bkbbC5llR1TakfzvOPvvsrs8POOAAZs+ezfTp03nwwQc5/vjjK3aeK6+8kvnz53ddbmlpUSJKRGQn11Jq4ey9z6YQFDhy0pHVDkdERESGKM8xjKxJ41RoBbDajIe1lvaSKqKk+iIL7aWQ9lJIyjV4TjznLJeu7MDx/hrSlVBbmzZtGmPGjGHx4sU93j5mzBhc12X16tXdrl+9enWfc6UymQwNDQ3dPkREZOf2hyV/4NaXb+XO1++kxqvZ/g4iIiKyS2rMpSqWgNqkLpuq+KpiIjvKDy15P6Sl4Fcthp0qCfXmm2+ybt06Jk7suX8xnU5zyCGHsGjRoq7roihi0aJFzJ07d7DCFBERERERkZ1A7XYGkO+I+oynoQAiW6lqO15bW1u3qqbXX3+d5557jlGjRjFq1CgWLFjA+9//fiZMmMCSJUu44oormDFjBieddFLXPscffzzvfe97ueyyywCYP38+559/PoceeiiHH3441113He3t7V2r5YmIyK5h1shZnLHXGZTCEhNq+7/KqoiIiOwaXMdQO4AtSY5jqM14tBWDATuHSLm+cscLNOd9GnMpFrxn/0E7b1WTUE899RTHHXdc1+VNc5nOP/98brjhBv72t7/x05/+lI0bNzJp0iROPPFErr76ajKZTNc+S5YsYe3atV2XzzrrLJqamvjyl7/MqlWrOPDAA7n77ru3GVYuIiLD29xJczl84uE0dTQxpWFKtcMRERGRIaYm7XatGjaQ5+goBQyRmdAiXX762LKuz3eZJNSxxx6Ltb3/Nt5zzz3bPcbSpUu3ue6yyy7rqowSEZHhz8I25e6FsMDxvzmelJviwHEH8pMTf1KN0ERERGSIyngDP7PJGEPacyj40YCfS2RnMKRXxxMRESlXX29yiIiIyK7NcwxuhYeR9ybtKgklQ8/eE+pZ01pkXH1m+xtXkJJQIiIyLDnG4dAJhxLakFkjZ1U7HBERERlCMt7grdGVHsRzifTX3ZcfXZXzKgklIiLD0t1L72ZDcQMGw7GTj612OCIiIjKElLUi3qtAE3AQkOv/bq7jYIjHB4js6pSEEhGRYWlDYQNLNi4h7aTp8DuqHY6IiIgMIV7SVrw24EEgAhzgyGS7u44h0HRyESWhRERkePIcj5ybw3M9HKMyeBEREdks8TyodcSlTK3AhuTncxyDlsiToeSN9R2EkcV1DJNH1QzaeZWEEhGRYenD+36YC/e/kLX5texWt1u1wxEREZEhwnMMxiRMQm0EAuIkVFvyc7pJzycywN7+zQe6Pl96zbsG7bxKQomIyLBUCAr8++P/TmQj9h29Lx+f8/FqhyQiIiJDQFnzoDYCeaBIeUmoQVqJT2SoUxJKRESGJT/yuf+N+0k7aYphsdrhiIiIyBCReB4UxEmoDuIklA+UgHT/d3eUhBIBlIQSEZFdgZ73iYiISKeUW8YTg2Y2V0JBXA01qv+7qx1PhprBbMHbkpJQIiIyLC1tXsrZs84miALeM+M91Q5HREREhgjPSdiOV+j86Oj8F5InoVQJJQIoCSUiIsPU06uf5tZXbiXjZjh696OrHY6IiIgMAY4pozVuY+e/eeJWvIjEc6GUgxKJac1qERERERER2SUkroKCOAlloWlEkaUz2ylFUeIklDFGiSgRVAklIiLD1HGTj2P6iOnkgzz7jt632uGIiIjIEOCVMw9qIxSikGUz27EG3IxhcltN4sO4jiEKbfLziwyAqZ+7s+vzwZwPpUooEREZlnar2w1jDBh4q/2taocjIiIiQ0C5lVBtbgBAMRdSMGHiSigAR8PJRVQJJSIiw1NH0MEVD19Bxs1w2ITDuP7466sdkoiIiFRZWZVQzdDuBpSyEX7OUsonb8cDDScXASWhRERkmLJW5e4iIiLSnZc0ERQCLdCeDinVRwTpiFIxghbAAgkOpySUDCU3nnsweT8kl3IH9bxKQomIyLAUEXH2rLMJbMCBYw+sdjgiIiJSZZ5j4lb9JFogxJL3Aop1EdZYQmsJTITX4UBt/w+ldjwZSk7ef2JVzqsklIiIDEt3LL6DX7/yazJuhqN3O7ra4YiIiEiVJa6CgrgVLxdgAyjVhZjAQAC+Z/HaSJSEUiWUiAaTi4jILsCi1jwREZFKcUyiLrQhw3PLG0rengqIIouftYRpCz6UUsnnQrmqhBJRJZSIiAxPezTswbGTj8Vay5jsmGqHIyIistPKeA7ZlIvnGNwtWtqstYSRJYgs+VJIKYyqHGnfyqqE2gjtTkgpG2G9uDWPCEomeRLKUSWUDCE/fXQpbcWAuozH+fOmDtp5lYQSEZFh6fg9juekqSexsbiRsbmx1Q5HRERkp1Ob8cil3F7byIwxeK7BcyGbcgkjS74U0F4KBznS/tmRSqhiKgIXrIXQs5SIoD354VzHEEaq0Jbq+8rvX+z6XEkoERGRBCwWs1VjwPrCes78w5mknTSHTzycbx3zrSpFJyIisnPxHENjLpU4aeM6hrpsikzKpTnvD6lki6G8mUzFthC/JqLYEOFaQ+hagk1JqISVUBC35IUaEyC7MM2EEhGRYclaSz7IUwgLFMNitcMRERHZKWRTDqNq0+VVDXVKuQ6ja9NkvKHzctNzy2iF64B2N4xnQNVF1BRccCBMWXxbXhJKLXkyVGz6/Rzs31NVQomIyM4tAjqIV6fZ4nmda1ymNU7DdVwm1lZnCVoREZGdSdpzaMimumY+7Qhj4mqqDR0l/LD6lT+eU8YL7c6V8YJCPJA8V3RpywUEORvPvyqnEkpJKBkiXvn3U6py3qqmph9++GFOO+00Jk2ahDGG22+/ves23/f5t3/7Nw444ABqa2uZNGkS5513Hm+99Vafx/zqV7+KMabbx9577z3AX4mIiFTNEuBF4LXuVz++8nFG5UYxMjuSU/aszh9ZERGRnYXb2YJXiQTUJsYYRuTSQ2JVuLIqoTZCWzag6IbgQrrk4IWGMBNRciIoAEGyQ5YThshwUtUkVHt7O3PmzOH666/f5raOjg6eeeYZvvSlL/HMM89w22238corr3D66adv97j77bcfK1eu7Pp45JFHBiJ8EREZCtZ1/tvU/eqV7St5atVTPL/meTYWNw52VCIiIjuVxlwKZwCSRY5jaMilKn7cpFJltBdGGy0dbkgxG5HC4FqDGxqCjCUKLYGjFfJEkqpqO94pp5zCKaf0/O50Y2Mj9957b7frfvCDH3D44YezfPly9thjj16P63keEyZM6HccxWKRYnHzvJCWlpZ+7ysiIiIiIrIzy3hOWUma/kp3Ht8PowE7x/Z4ZSR/OjpCbGAp5SLSUXz/eJHBz1gIoJSK8NocGNH/Yw6FqjARgLZigLUWYwx1mcFLDZV1Jt/3WbVqFR0dHYwdO5ZRo0ZVOq4eNTc3xyWdI0b0ud2rr77KpEmTyGazzJ07l4ULF/aZtFq4cCELFiyocLQiIlJN5+5zLh/a50O0ldoYVzuu2uGIiIgMWbWD8AK0LuOxoaM04Ofpids5piWp9mKA9aHUEFEbxtVcbuiQTwdxEioTUdOeMBZVQskQsf9X7un6fOk17xq08/Y73d3a2soNN9zAMcccQ0NDA1OnTmWfffZh7NixTJkyhYsvvpgnn3xywAItFAr827/9G+eccw4NDQ29bnfEEUdwyy23cPfdd3PDDTfw+uuv8/a3v53W1tZe97nyyitpbm7u+njjjTcG4ksQEZFBVAgLfP+Z7/OfL/wnty++vdrhiIiIDEkp1wxoFdQmac8pqxqpEsqaBxVCexRQckKsB5mSGx8rNERpiwVKJG/Hi+cWJw9HZLjoV8r7u9/9Ll/72teYPn06p512Gp///OeZNGkSuVyO9evX88ILL/CXv/yFE088kSOOOIL/9//+H3vttVfFgvR9nw9+8INYa7nhhhv63HbL9r7Zs2dzxBFHMGXKFH7zm9/wkY98pMd9MpkMmUymYvGKiEj1dQQd3Lb4NjJuho3FjXxw1gerHZKIiMiQMxgJqE2yKZe2YsJJ3hXglfM1NkN7LqRYtBgHUsU4c+SGButC6FpKtswV8owhsNVfMVCkGvqVhHryySd5+OGH2W+//Xq8/fDDD+eiiy7ixhtv5Oabb+Yvf/lLxZJQmxJQy5Yt4/777++zCqonI0aMYObMmSxevLgi8YiIyM7BsPltxkqu9CMiIjKceM4ukIQqowLLb44opkKKQUgmdLqeV7iRAQfCVIQf2fKSUI4hiJSEkup69kvvJLJ2QBYk6Eu/HnF+9atf9ZqA2lImk+GSSy7hoosu2uHAYHMC6tVXX+W+++5j9OjRiY/R1tbGkiVLmDhxYkViEhGRncO6/DrOnnU275nxHs7Z+5xqhyOyXQ8//DCnnXYakyZNwhjD7bff3uf2Dz74YGdbR/ePVatWDU7AIjIsJG5Vi4DngL8nP5frGFLltMbtoHKSUO3tAYRQSkekw80vm73QgIEgbctqxwOtkCdDw8jaNKPrMoysTQ/qeQcv7d2DtrY2nnvuOZ577jkAXn/9dZ577jmWL1+O7/t84AMf4KmnnuIXv/gFYRiyatUqVq1aRam0eaDd8ccfzw9+8IOuy5/97Gd56KGHWLp0KY8++ijvfe97cV2Xc87RCxARkV3J4ysf59ZXbuWOxXfQ5pfxDFFkkLW3tzNnzhyuv/76RPu98sorrFy5sutj3DgN4heR/ks8KHsp8FfgMWBJ8vNlU27ynXaAobxh4G35gDC0BClLxm5+2exYg2MhzELJKb8dT2RXlXgZhEKhwP/7f/+PBx54gDVr1hBF3ZfZfOaZZ/p9rKeeeorjjjuu6/L8+fMBOP/88/nqV7/K73//ewAOPPDAbvs98MADHHvssQAsWbKEtWvXdt325ptvcs4557Bu3TrGjh3L2972Nh5//HHGjh2b5MsUERERGVSnnHJKt9mW/TVu3Ljtrhy8pWKxSLFY7Lrc3tGR+JwiMnwkToe0AAHQAbwKTE+2e8ZzaWXwWvJct8yV8fyQoolf62Zs98SZGxqCbITfGkEIFIBsgphUCSW7sMRJqI985CP8+c9/5gMf+ACHH374Ds3ZOPbYY7F9DGTr67ZNli5d2u3yrbfeWnY8IiIyfMzbbR6jc6MJooC9RlRusQyRoebAAw+kWCyy//7789WvfpWjjjqqz+0XLlzIggULui6nxu450CGKyBBlKGNuYok4CdUEvAkUgQRrPLmOIe06lMJo+xtXQKqMmVcW27UynmcNru1+H3mhIUxbotDiuxGpNidREmqwZ/CI9OTgq+9lfXuJUbVpnvnSOwftvImTUH/84x+56667tvsER0REpJr2bNyTIAoohkVKUWn7O4jsZCZOnMiNN97IoYceSrFY5Cc/+QnHHnssf/3rXzn44IN73e/KK6/sqj4HeHLxSk44ZO/BCFlEhpiyciFF4iTUWuIqqNeBhA8h2dTgJaESz7wC8u0hUWQpuBHpwIGtOgjd0KGUiSCAkteZhBrT/+OrEkqGgvXtpW7/DpbESajddtuN+vr6gYhFRESkYtbl13Hxny8m62V5225v49vHfLvaIYlU1KxZs5g1a1bX5Xnz5rFkyRKuvfZafv7zn/e6XyaTIZPZXLZQW9M8oHGKyNBVVkXOpkqoErCReC5UwiRUJuVCYXBa8spZ/a+9LcQSJ5hGFFPbJKG8yJDP2HhweTaiNuFcKOWgZFeW+DfyO9/5Dv/2b//GsmXLBiIeERGRiupPa7fIcHH44YezePHiaochIjuJskarFInnIEHckvcW8XyoBBxjSHuDs0ZWOZVQ7fkA34uwFtJ22zjd0BCmLNZAySYfTm6MUUueVN2/njSLTxw7nX89adb2N66gxJVQhx56KIVCgWnTplFTU0Mqlep2+/r16ysWnIiISLlqUjWcPetsAPYerVYj2TU899xzTJw4sdphiMhOoqyKnE2VUADriBNSrwP7JTtM1nMpBQPbkueY8qq92osBRSJMBOke6jbc0IADoWfxozJXyHMgCre/nchAufS4GVU5b+Ik1DnnnMOKFSv4+te/zvjx43doMLmIiMhAue3V27j1lVvJelkWTlxY7XBEtqutra1bFdPrr7/Oc889x6hRo9hjjz248sorWbFiBT/72c8AuO6669hzzz3Zb7/9KBQK/OQnP+H+++/nz3/+c7W+BBHZyZTzWi70Lct378AxMPmfNTgbTdySlzAJlUk58apyAyjjudvfaCsBEflSSMmJSHU4OKlt7yMvNOBCkIriRFpZSSiDH6paW3Y9iZNQjz76KI899hhz5swZiHhEREREdklPPfUUxx13XNflTcPDzz//fG655RZWrlzJ8uXLu24vlUp85jOfYcWKFdTU1DB79mzuu+++bscQEelLOZVQG1Il1o4qggcZ6zJhTRZGESdi6pKc25DxHIoVroZyDGRTLtmUS8otYx4UIXRA0Q3JFl3oYRyyG8Z3XJix8YD19nLiVDGH7JoSJ6H23ntv8vn8QMQiIiJSnh7eSBxXM445Y+fgOR71aS2oIUPfscce2+cMs1tuuaXb5SuuuIIrrrhigKMSkeGsnEqoEhGRtRQaQ5r2LjL+zgwmNPAaMDvZsbIpt6JJqNqMR23a3aFunfYgICpZ/JylMeg5ieVgcCMIspZSvjMJFZFo4rJWyJNqW/TSagp+RDblcPw+4wftvImTUNdccw2f+cxn+NrXvsYBBxywzUyohoaGigUnIiJSrndPezfvmf4eOoIO6lNKQomIiGwtcZ1QCCGWyEDLyIBa32PjSJ+R69OwmMRJqIznYOjxvaREPMfQmEvhlVH5tLX29oBiOoIQ0lHvx3MjQ5ix+MZisZh202PVVK/7qxJKquwjP32q6/Ol17xr0M6bOAl18sknA3D88cd3u95aizGGMNR0NRERGWQ9PINd2baSy+6/jJSTYt6kefzb4f9WldBERESGqsQVQ0UIXEsUWkq5iGI6ZM1eRUa+moaxQDPQmOz8mZRDwS+/GspzDCNr0xVrb2svhBRTEW4bpJw+klChQ5Cx2NDiu5Z0W7IklKNKKNlFJU5CPfDAAwMRh4iISEUFNmBl20oyboYNhQ3VDkdERGTISZwHKUHoxEkoDLTUBGR29+l4IaAm9OIB5QcnO2TWc8tOQlU6AVUgJChElNyIdIcDqd639UJDMRNCAKVURLo9WRWW2vFkV5U4CXXMMccMRBwiIiIV5RiHkdmRpNwUtanaaocjIiIy5CSuhCpB4EVEgQUH8tmQoNGyZrciU9d6cUtewiRU2nMwBvoYiderxlyqogO+2wnioeROSEMh1eegdTc0hGkggpKXfIU8x5iKtCKKlGswW/C2lDgJBVAoFPjb3/7GmjVriKLuWevTTz+9IoGJiIjsiH9u+CeHjj8Uxzi8d8Z7qx2OiIjIkJO4GKfYWQlF3AlvLLQ1+qyf6rDbMzlSGx1YT7xaXj8ZY8h6Lnk/2ViX2oxXkRlQW2onxC/FX1+64MDI3rd1Q0OYtVgDvk2ehIK4JS+MlIaSXUviJNTdd9/Neeedx9q1a7e5TTOhRERkqHi9+XXuXXYvGS/DSVNPqnY4IiIiQ045lVCha4mMxQFqOzzaciGNIyxra4tM9HNxS16CJBRANuUkSkI5BmrTbrKT9EObDSgGIRjIBE6caeuFFxlwIUhZSmUmoVwloWQXlDh1/H/+z//hzDPPZOXKlURR1O1DCSgRERmKrIrdRUREtpG4k60IgWMJjcWxhvoOj9CxtI8JWDOpSLTOxkmohFKuk6gqK5tykyfQtiPEki+GlLyIVN7geH0f3w0NOBCmIkqUmYTSCnmyC0pcCbV69Wrmz5/P+PHjByIeERGRijhz5pm8e9q7KYZFJtZOrHY4IiIiQ07SeUpRyRJZi3XBsQYvdKgpurQ2+NSN8NiwusTolgw0Ea+W10/xKnku+VL/ihqyqcpXQXUQYPOWYioi0+ZAuu/tvTC+74KspeSX344nUi1TP3dn1+eDOR8qcSXUBz7wAR588MEBCEVERKRMPRQ6hVHI7xf/nntev4fH3nps8GMSEREZwsopwgkCC1Hckud09qrVt3uUPEthbMiaEUUoUVY1VNbrX2LJMYZUhWdBQTwPynaA70Vk2tztJqEMBjeCMGPxieKvu5TsnKqEkl1R4kqoH/zgB5x55pn85S9/4YADDiCV6r5u5ac+9amKBSciIlKu5mIzN71wExkvw/F7HM+JU0+sdkgiIiJDRjmryoV+nISKHIvXmYTKllxSgaF1bEC2waVtbUDdEg+OoM+ZSltLew6OMUTbWSYvvZ02uXK1E1AshdgQ0h1OnyvjbeKGDkHW4jsRERan3Ww3edVtf1VCyS4ocRLqV7/6FX/+85/JZrM8+OCD3XpxjTFKQomIiIiIiAxx5aQ/giCCEKK0xbWbq5Ea2lOsbywRNFrWtBSoa6+DVUDCbvhcyqF9Oy15ZVVB/R14AdgXmNPzJu0EFP0Ix4dUqX/JJC8yhBmLDbaooOpjRb2tOZUv6BLpt0WfOYYwsoOeDE2chPrCF77AggUL+NznPoej3xoRERmiSlGJs/c+G4C37fa2KkcjIiIytJRVCRVsqoSiqx0PoDbvsrEeWib6pDY4lEoR6SVO4iRUTcYj74f0tWBc4iRUBDwBbABaO/89mm6DaVrwKRFRjCLS7Q7GjVe+2x43NBTTIYRQ2pSESkDteFJN08f2o9xvACTOIpVKJc466ywloEREZEh7ZMUj3PryrfzP4v+hGBarHY6IiMiQsiMzoSLXdlvNzmCo6/BoHxUQpSxNpgivESeAEnCMoT6b6vV2A3hJqzbWAyFxPC93fvyJbvObVlKgFETknZC6DV6/W+q80BCkLVjwrU08nNwYk2hVQJHhIHEm6fzzz+fXv/71QMQiIiJSll7fMNUTOxERkR6VVQkVWqwF64ATdd+/viOFdaBtfEBTtkhUtPBW8riyKZd0L9VOnut0GwfTL03EybA2YA1xa95S4I74ulZ8WvFpLvmkQkPNehd6z4N144aGKBXPyCpZrZAn0h+J2/HCMOSb3/wm99xzD7Nnz95mMPl3v/vdigUnIiJSroPGHcTHDvgYAFMaplQ5GhERkaGlrEqoyMaDwx1wbPcDuJGhpuDSMt6nfoXH+nSJMUsysHvy89TnPNa1bbvUXMotI+gmoIM4ETUNeAN4HtgPuB1Wnlag1BjREYSMbk1jfAP1/Tu0GxpwIPSgFJaXhHKNIej97TSRAfOBGx6lqa3I2LoMv/vEvEE7b+Ik1N///ncOOuggAF544YVutyXOSouIiAyQ/Ubvx7iacfiRT12qOj3vIiIiQ1W5lVAhFgw4PbTa1bd7tI8ukq8PWRMUGfN6Bt5Gv+YrbclzHGozHu3FoNv1vVVI9amJODlkiGdUjSYeUv4ctB7m0/KCT/MBPl7RUNvmxsmqBO14GAgyEaWOCNqTh6cV8qRanlq2AYBl6zoG9byJk1APPPDAQMQhIiJSUctbl/PhP32YjJPhxKknctVRV1U7JBERkSEjcQ4qhBCLNZ1JqHDbA2R8l4zv0DoxIPe6S6vrU/9iCmYnj6827VLwQ8ItppQnHkoeEM+EagVqiJNhOeBA4B+wMl+g1BHRsTpkdEcaU+r8mvqZhHI7WxLDjMXPd1ZCWRKNAygnGSiyM6vqdPGHH36Y0047jUmTJmGM4fbbb+92u7WWL3/5y0ycOJFcLscJJ5zAq6++ut3jXn/99UydOpVsNssRRxzBE088MUBfgYiIiIiIyM4ncfKjBIEbEULcjhf1vH99u0d+VIhvLKttEZ6irDY1Ywz12c01E65jks9PWkecFGqle4tdCtoOC2iZ7NMc+HjNhtpmF3w6p5/3M0YMbmQIspaSE8VVVPlkIaoSSqrlA4fszgn7jOMDh5TRM7sD+pWEuuSSS3jzzTf7dcBf//rX/OIXv+jXtu3t7cyZM4frr7++x9u/+c1v8v3vf58bb7yRv/71r9TW1nLSSSdRKBT6PP/8+fP5yle+wjPPPMOcOXM46aSTWLNmTb9iEhGR4aE+Xc+pU0/lnVPeyQFjDqh2OCIiIkNK4gKcIoSuJdrUjtfLGKOagovrQutkn+agRNEP4bHyYsx4Llkvfsla9jyoiHgm1Fad+SvH5fF3s3RMCGlcmsI0mXjFvBSJKpm80BBmLb6JiEzyFfKUhJJq+faZc/jJ+Yfx7TPnDOp5+5XjHTt2LPvttx9HHXUUp512GoceeiiTJk0im82yYcMG/vGPf/DII49w6623MmnSJH784x/36+SnnHIKp5xySo+3WWu57rrr+OIXv8h73vMeAH72s58xfvx4br/9ds4+++we9/vud7/LxRdfzIUXXgjAjTfeyJ133slNN93E5z73uR73KRaLFIubl+9uaWnpV/wiIjJ03bvsXh5Z8QgpN8UJU0+odjgiIiJDSnmVUJYonsWN6SVTYzDUd6RonuAzcnmadRtKTHo9B8uBPZLHWZdNUWwrJm/Fg83zoCK6VUK1ZwOa63ya60t4KUNt1o1XzgNoSHYKNzSEGQsBlLyIbJsL4/q/v9rxZFfTr9/kq6++mn/+858cddRR/PCHP+TII49kjz32YNy4ccyaNYvzzjuP1157jR//+Mc8/vjjzJ5dRtPvVl5//XVWrVrFCSdsfuHQ2NjIEUccwWOP9ZxKL5VKPP300932cRyHE044odd9ABYuXEhjY2PXx+TJk3c4fhERqa5SWKLFb6G11EoQBdvfQUREZBeSOPVR2lwJtfXKeFur7XCxDrTvEbA2W8RusPC/xDOaEnIdQ13W27EklAPUbr565ZgCvmfpyIY0tHmYBgOTgbHEg8sT8EJDkI4gBN9JvkKeKqFkV9PvweTjx4/nC1/4Al/4whfYsGEDy5cvJ5/PM2bMGKZPn17xlfFWrVrVdd6t49h029bWrl1LGIY97vPyyy/3eq4rr7yS+fPnd11uaWlRIkpEZCfXkG5gSv0UPMcj5+WqHY6IiMiQkrgCpwiBY4mM7bUVbxMvcsgVHdrGBtSN8mhdGtDQmIJngMOTx1qTTryeVjzfaSObh5J35rDaMwEb60o015VwIkNdvvPYmc6PhNwwngkFULLJk1AQJ6K2HMAuMhieXraBUhCR9hwOmTJy0M5bxm8zjBw5kpEjBy/IgZbJZMhkynjEERGRIesDMz/AWXufRSkskXb6ucyNiIjILiJpDiosxSvjRcbi9KOOqi7v0TSihD/RsnZUkYblqfjV50xgRDkRJ7S28982oHHz1SvHFAjcuApqZEuq17bC/nIjg3UhcmychGov4xjGEKIklAyu99/waNfnS69516Cdt6qr4/VlwoQJAKxevbrb9atXr+66bWtjxozBdd1E+4iIyPC0rGUZF959IZfedym3vHhLtcMREREZUpJ2sgR+3HIWufQrCZUruLgRtDX6bJzpE6zqTND8pcyAk2oCQroNJe/IBGysL9Fc5+NEUNdRVk1GN15owIUgbSlRXiVU4lX/RHZiQzYJteeeezJhwgQWLVrUdV1LSwt//etfmTt3bo/7pNNpDjnkkG77RFHEokWLet1HRESGp0JQ4MV1L/LS+pd4q+2taocjIiIyZJST8wh9CxFEru3Xi0iDoTbv0Z4LCUdb1u9egsXASuCfyc+f2KZ5UJauJNSmKqj2XEBD245XQQF4YXxvhBmLT/LV8QDKWfhPZGe146nfHdDW1sbixYu7Lr/++us899xzjBo1ij322IPLL7+cf//3f2evvfZizz335Etf+hKTJk3ijDPO6Nrn+OOP573vfS+XXXYZAPPnz+f888/n0EMP5fDDD+e6666jvb29a7U8ERHZdZjO/0RERGSzcub5BmGchAo9S8b2r5ahNu/RUhuQz4WsPbDEuNuy8Sp0jwNTKGsGU79tOZS8Jq6C2lDhKigAJ4qHvAdZS6ktgjxxBZbb/2NoOLlUw2C24G2pqkmop556iuOOO67r8qbh4Oeffz633HILV1xxBe3t7XzsYx9j48aNvO1tb+Puu+8mm8127bNkyRLWrl3bdfmss86iqamJL3/5y6xatYoDDzyQu+++e5th5SIiMrytL6zngzM/iDGG06efXu1wREREhoyyK6FCsOn+teMBpAOHtO/QXhNQM8alY0pAzWsejAKeAN6ePI5+KQItxEPJ6wCnexXUiJZUv7+G7TEY3NAQZiNKThRf2Q409P8YaseTXUlVk1DHHnss1vY+gM0Yw1VXXcVVV13V6zZLly7d5rrLLrusqzJKRER2TS+tf4lf//PXpJ00h4w/hH1G71PtkERERIaEciqhws5KqMjpXzveJnV5lw0NPqFjWXtgiT3e9GAp8SvRWcC4xKFs36YahVZgFOTT4YBUQW3ihoYwDQERobG4bSZREsqt8ErzIkNZ4plQq1ev5sMf/jCTJk3C8zxc1+32ISIiMlSoFU9ERGRb5RTeBIElshZr+l8JBXFLHkB7LmT9mBLRnjaeC9VKPKQ8Sh7LdjUBAXFrXB2sHJPfPAuqvXJVUJt4kSHIWAjA95IPJ1c7nuxKEqeAL7jgApYvX86XvvQlJk6cWFYWXUREZKCdPu10jtrtKKIoYo+GPaodjoiISMUZAxnXIeV1T6uEFkpBiB/23HVSzps0YWjjfJEBx/Z/f8caagoubTU+De0eG/fyGbUqDa8St8q9CByQOJy+bZoHBZRGRmxoKNFS21kF1V75ZiA3NBTTIVgomYhsW7LiDGPi70jvPUIilTf1c3d2fT6Y86ES/wY+8sgj/OUvf+HAAw8cgHBEREQqw3VcXmh6AYBiWGR0bnSVIxIREamMXMoll3ZJuX00tmQ8ImspBRFtxYAw2pziKKsSKoqIsOCAGyU7QG2HR/uoIsV0xLpRRUbNSMNzwFvAU8BMKjukvIm40sqFtROLRAbacwH17V7Fq6Cgsx0vF9+/JZu8EgriaqggUhpKhr/ESajJkyf3OcdJRERkKFjZvpLvPP0dUk6K06afxpGTjqx2SCIiIjsk5Rrqs6m+k09bcIwhm3LJeA55P6StGGBt+TOhIiwYMAlb6LIlBy80tOUCsiWH0qiI9AQH3gAmEc+ImpU4pJ7liZNAbRDVW9aOLNKeC4hM5WdBbeKFButC6FpKoZJQIn1J/Ft43XXX8bnPfY4f/ehHTJ06dQBCEhERERERkS3VZTxqM+UlUYwx1KQ9sp7Lho5S8kqoEAKzRTtewkoog6E279Fa6xO1pFnXWGTihBysApqB16hcEqqp899WaN7Lp+RFtOYCckUXL0o8ErlfvNABB8K0pVQoLwnlaMyNDLL//sQ8SkFE2huY34veJH4UO+uss+jo6GD69OnU1NSQSqW63b5+/fqKBSciIlKujJPh7FlnY4zhyImqghIRkZ3XjiSgtuQ4hpE16biiKYlSXOUTBXE7nlNGwU5dh0tznU97NmDtiBITGrKYrIlXslsBFIBs8uNuownw4+M1TSlSTEWUUhHjNlSy36+7Te2JQdbil5mE0nByGWyHTBlZlfOWVQklIiIy1D204iFufeVWUk6Kg8YdVO1wREREylKbdiuSgNrEcUzyuUhFCFxLGFocW95gcy9yyJYc2moC6vIebbmA+jEpWANMJ27J2zvxYbfVOQ+qkAtpGevTVhPghYZsceCqPdwovkfCrKXkRFACiiSac6UklOwqEj+anX/++QMRh4iISNk0QUFERIYjzzHUZVPb33CglSB0LBabaGW8rdV1eKwdUSJwLWtHlOIk1JtsbsmrRBJqLdAGa/coEqUt7bmAxtZUWYmzJNzQEGaiOAlFHEOSJJTa8WRXUVZKPQxDbr/9dl566SUA9ttvP04//XRcN9lSlCIiIhVhYevnlvuO2pcPzvwgxhgm1U2qSlgiIiI7on4oJKAAW7IEbkRo2KEkVK7g4lhoq/FJBw6TR+Twsk5cvVSJlrx2oAOidsvaWSXacyEAdfmBGUi+JS80BBlLaC2hsbhtBhIszKtKKBlsn/3t82zsKDGiJs23z5wzaOdN/Nu4ePFiTj31VFasWMGsWfH0uIULFzJ58mTuvPNOpk+fXvEgRUREkjps4mHMHjeb0IZknIGbAyEiIjIQMp4z6AODexMW45rjCFvWPKhNnM4B5e25kBGtlg31PmPHZuIB5TOA14F9diDQzqHkGzIlgtqI1lqfmoLbNbNpILmdSSgCKLkRubZkBRrKQclg+93Tb3Z9PphJqMSPap/61KeYPn06b7zxBs888wzPPPMMy5cvZ8899+RTn/rUQMQoIiKS2EvrXuKE357Au297Nz947gfVDkdERCSRXHrodJmEQZx5sg64O9jWVtfhETiWfCZk7YgijCUeJL6RuCVvRzQBJWgaV6TQGOK7lrqOga+CgnguVJiO76eSjaA12f7GGFVDyS4h8W/kQw89xOOPP86oUaO6rhs9ejTXXHMNRx11VEWDExERKZfVpCgREdmJpd2hUQUFEJQshPFcKC95HUM36cAhFRjacgG5okt+VEgu58YJpLeAPJAr8+BNkPdD2hoDWkcFpAJDtjQ4yTwvNITZziRUFEFL8mO4jiGM9PxFBsehU0bS1FZkbN3gdgwkTkJlMhlaW7dN67a1tZFOpysSlIiIyI6qT9dz5KQjcXGZ2jC12uGIiIj0W8o1mCE0qDoMLEQQuZZKhFXX4bGxwSd0LGtHFJk8piZuyQuJW/L2LfPATdCUKxJmLPnakBEtgzdTywsdrAthylIqlJeE8hxDqfKhifTod5+YV5XzJk5jv/vd7+ZjH/sYf/3rX7HWYq3l8ccf55JLLuH0008fiBhFRET61sMT4qdXP83K1pWsbF/JlIYpgx+TiIhImcqqgoqIV2QbAMEWSSh3BwaTb1LbOSi8IxuyvrFENM7GLXmbVskrRyuEJcu6uiJtYwOwgzOQfBM3jO+XIGvxd6ASSmS4S/zo9v3vf5/p06czd+5cstks2WyWo446ihkzZvC9731vIGIUERFJrLnYzLLWZSxvXU4+yFc7HBERkX5LnIywwP8AvwReqnw8YdiZhHLi4eI7yrWGXMGltdan5EasmVyMW/CagJVARxkHbYL1DSXCwNI2KqC24O7QSn5JbUpChTlLyUQQkPjrUBJKdgWJU8MjRozgjjvu4NVXX+Xll18GYJ999mHGjBkVD05ERKRcGTdDfboez3h4zuC9EyoiIrKjnKTJiBZgHVAiriTakRXmehAEEaGNZxVValJVY1uKlWMKtNUErByTZ9SkNOnlTtySt5TkLXlN0FRXJG9DgpylrnVw//a71mBsZxKKKL6yBahJcAwloWQQLWlqI4wsrmOYPrZu0M5b9mPIXnvtxWmnncZpp52mBJSIiAw55+57LovOXMRd77+LuZPmVjscke16+OGHOe2005g0aRLGGG6//fbt7vPggw9y8MEHk8lkmDFjBrfccsuAxykiAy9xMmJTG14ziVdl648w2rzcRyUqoSAeUF7X4dFc51PyIt7aL795lbwlyY/X3hzQYQJaRwakrSHjD/7qgl5oCDIRJTeKq9Oak+3vDqE5YDL8Hf+dhzjx2oc5/jsPDep5+5Uenj9/PldffTW1tbXMnz+/z22/+93vViQwERGR/oqfGnd/4vbaxtf44fM/xDEOR006ig/O+mB1ghPpp/b2dubMmcNFF13E+973vu1u//rrr/Oud72LSy65hF/84hcsWrSIj370o0ycOJGTTjppECIWkYHiOQlrBVqJkx4txAmpbf8s7pAgsIRYMFS0xW1Ea4qOXEBznY87wTB2bIbaJm9zS15/q4gsNAVFgsBSGBEyqlCdBbPcyBBkLJGxBEGE15Ls+2iMwTWmq+pMZDjqVxLq2Wefxff9rs9FRESGlB6ebDeXmvnfFf+L53jsVrtbVcISSeKUU07hlFNO6ff2N954I3vuuSff+c53gHg8wiOPPMK1116rJJTITqysjqw2yBPSURswwqZx2w1UsLsmjCyRteCAE1buuK41NLam2NjgU9fh8cbBHey9qCEesv46sF//jhM0R6yvLdFWCDAu1OQHvwoK4kooPxMnkEph8iQUxFVwYagklAxf/UpCPfDAAz1+LiIiIiLV8dhjj3HCCSd0u+6kk07i8ssv73O/YrFIsVjsutzeUc4EYBEZKInnQQFhu+Wfk1vxayIm1IXs3lZT0SRUYC2RU/lKKID6Do+2moANDT7piQ7rRhcZvTETt+T1Mwm1rrlEaCxtuYDaolexlsGk3NCQz0VgoBRF1CRsx4POVswKJvpEerP0mndV5byJU7MXXXQRra3bNhq3t7dz0UUXVSQoERGRHRVGIWfPOpszZ57JyVNPrnY4IhW3atUqxo8f3+268ePH09LSQj7f+4qQCxcupLGxsevjlJP7X30lIgOvnLlAxUKIT4TvWFprgsrOhQohxBIBZgCSUAbDyNY0hXRIR0PIin3yhOssrALa+3eMpkKRvBsSOpa6UvUWI/FCh8i1WA9KNorbIxPScHIZ7hInoX7605/2+MQmn8/zs5/9rCJBiYiI7Ki/Nf2NW1+5ld/+87es7lhd7XBEhowrr7yS5ubmro8/3f2naockIlsoJwlRLEXgQyEXUnSiyiahShA4EREWZ4C6xHJFl1zRYUN9ieKYiNU1hc0tedvRik+hENKaDsh2OKTdSq3fl5wbGiydK+TZKF6tsJDsGJ6SUDLM9TtN3NLSgrUWay2tra1ks9mu28Iw5K677mLcuHEDEqSIiIiIdDdhwgRWr+6eYF29ejUNDQ3kcrle98tkMmQyma7LteX0i4jIgEmchLJQKkVYA8VcSGAjgrYIr/yF0LsrQehaosBWvApqSyNb0qwcW6Blgo+7u2F0c5rMay7s3/s+PhErojx+3lJIh4xpT8PoAQtxu7wwvn/82oiiG8VXtgDZ3vfZmiqhZLjrdxJqxIgRGGMwxjBz5sxtbjfGsGDBgooGBzB16lSWLVu2zfWf/OQnuf7667e5/pZbbuHCCy/sdl0mk6FQSJiCFhGRndo7p7yTfUfvi8Wy14i9qh2OSMXNnTuXu+66q9t19957L3Pnzq1SRCJSCU7Sdrw8FL2IILD4KQslKBYql4SKipbQsUSGAZ21lAod6ts9Wkb61NV5rAjzTFtVF7fk1W67fQs+r9NOIR+yvq6E2wI1QXUGkm/ihQYDBFlLwQ03BQoJajWUhJLBMvVzd3Z9PpjzofqdhHrggQew1vKOd7yD//7v/2bUqFFdt6XTaaZMmcKkSZMqHuCTTz5JGG6ezPbCCy/wzne+kzPPPLPXfRoaGnjllVe6Lpsy+qpFRGTnVpeuo8OPBy6vL6xnt3qtkCdDW1tbG4sXL+66/Prrr/Pcc88xatQo9thjD6688kpWrFjRNf7gkksu4Qc/+AFXXHEFF110Effffz+/+c1vuPPOO3s7hYjsBBInIdqglIoIwoggHUE7FMOop7xNWcJS3IMXGYsTVeigvWhsS9GeC9i4u49bMIx1fOpfS8EBm7eJsLxFnlUUyBOyzi+BZxmzPIPJVfd1n8HgBQY/F1HMRNiixTQni8kYg2Mg0gJ5Mkz1Owl1zDHHAPETosmTJ+M4g9NrO3bs2G6Xr7nmGqZPn94VT0+MMUyYMGGgQxMRkaGih+d3r218jS/87xdwjctZs87igLEHbLuRyBDy1FNPcdxxx3Vdnj9/PgDnn38+t9xyCytXrmT58uVdt++5557ceeed/N//+3/53ve+x+67785PfvITTjrppEGPXUQqp5wkVDEVEhQtkQNhZClEYTxTqQIv2UJ/UxIK3AFedc6xhsbWFOvH+NQt93gjm2efJR7mgPi8RUJeo502Apop0RwFZFsdxryVxW03MHJAw+uXVOgQZOPVBIthRLYleXWW6zhE4QBn/ESqJPHSAVOmTAGgo6OD5cuXUyqVut0+e/bsykTWg1KpxH/9138xf/78Pqub2tramDJlClEUcfDBB/P1r3+d/fbrfX3PrZcqbmkpYxkDERGpHss2iShL51uIKoaVncSxxx6Ltb2/9X3LLbf0uM+zzz47gFGJyGAylNGO1wolNyJwIzAQYCl6EXQAdTseU9CVhIpIMfDtbnV5j7bagA27lciscVgblBjblmF9XYlltFP0I9a2FSkVIkauTlHf4mE6Ou+zTN/HHgxeYOjIxp08RSKyzcnvM88x+OH2txPZEf95/qEU/IhsanCH+SdOQjU1NXHhhRfypz/1vJLKlq1zlXb77bezceNGLrjggl63mTVrFjfddBOzZ8+mubmZb3/728ybN48XX3yR3Xffvcd9Fi5cOCDzrEREpHpGZkdy9qyzwcBhEw6rdjgiIiLb5ZQxD8hvjwgjS5Cy4IFvIorpMF4hrwJJqDCwEELkVqSwarsMhpEtaVY3FmlfF7BiZJ62pQHr6ou0twesd0s4kWH8qgyZZjeeGVUAahicALcjFTgEboBNQYGQxpZU4mNoLpQMhuP3GV+V8yb+Nb388svZuHEjf/3rX8nlctx999389Kc/Za+99uL3v//9QMTY5T//8z855ZRT+pw9NXfuXM477zwOPPBAjjnmGG677TbGjh3Lj370o1732Xqp4jfeeGMgwhcRkUH00BsPcesrt/LbV35LKSxtfwcREZEqKyf5UCpE4BMnoVIQOJZCOoqTUBUQ+BFEEDp2QAeTbylbcqmxLhtG+/jFiLUbiqxbX2JtWCK30mXiU9l45bwNQAoYD1R+PHFZUkHnCnk1EQUTxgmyhE9DlISS4SxxJdT999/PHXfcwaGHHorjOEyZMoV3vvOdNDQ0sHDhQt71roGZqr5s2TLuu+8+brvttkT7pVIpDjrooG6DPre29VLFIiIiIiIig80tY0GlYimCAMLaziRUKiIgImirzAp5YWixEVhnYFfH29rIfIq3MgXW+yWKJiRos4xelaau6MWr5Y0Dsgy5tnsviO/zoMZScDvnOrUAY/p/DCWhZDhLnIRqb29n3Lh4jcmRI0fS1NTEzJkzOeCAA3jmmWcqHuAmN998M+PGjUuc5ArDkL///e+ceuqpAxSZiPSoHXiS+AnCvlWORXZJezbuyYlTTsTBYWzN2O3vICIiUmVlVUIVIyJrCVMWxwE/ZcGHYr4ySaggsESdcxYHs9vNCx1GmBQbGnzSJYeJbRlSo5y48mkIc63BsXElVNHrHFWjJJQMQdc/sJi2YkBdxuPS42YM2nkTJ6FmzZrFK6+8wtSpU5kzZw4/+tGPmDp1KjfeeCMTJ04ciBiJooibb76Z888/H8/rHvJ5553HbrvtxsKFCwG46qqrOPLII5kxYwYbN27kW9/6FsuWLeOjH/3ogMQmIj0LHohoKhapWeHROCkFI6odkexq3rHHOzhhyglYawlsUO1wREREtivxTKhSvGJcgAUHsoFLoXMeVLEQUVuBmMLQEnWumTCYlVAADUGKutDDsYaKfDGDJBXEK+SVvIiwaHFbkt1vjjE4hq77XWQgfOueV7o+H9JJqE9/+tOsXLkSgK985SucfPLJ/OIXvyCdTve4aksl3HfffSxfvpyLLrpom9uWL1+O42zOyW/YsIGLL76YVatWMXLkSA455BAeffRR9t1XpRgig+nNKM/asfGqk7M3jCA9YghMipThq4fV8f668q985sHP4BiHc/Y5h08f/OmqhCYiItJfidvx2qGYjgiKFlzI+g4dXkgYWQqlyiwYFYRbVkINfoWOY3e+qiAvMPjZuBWvYENqmxO/7MZ1DFGoLJQMP4l/G84999yuzw855BCWLVvGyy+/zB577MGYMQlqDBM48cQTe12y+MEHH+x2+dprr+Xaa68dkDhEpP/Wjih2fd7mBowiXcVoZFdksYQ2xGKJbFTtcERERLYrcRtWK5RSEWHJYhzIFFxwfAIsxTAeKL6jPXThpiSUiVvNZPtSgUO+xgegSERtS/JjuI6DP4Arz4uMqk2zvr3EqNrBfZ2W+CHpqquuoqOjo+tyTU0NBx98MLW1tVx11VUVDU5ERKRctala9h61NzNHzmRMbmDeJBEREamkpDko2xa3fPluhGcNXmDAhcBEFFNhPKNzBwU26kpCOXpPp19SgSFyIUxbCoTQnPwYmgslA+2ZL72Tpde8i2e+9M5BPW/iJNSCBQtoa2vb5vqOjg4WLFhQkaBERER21LKWZWTcDFkvy8yRM6sdjoiISJ8cYzAJ2/H8DksUWkLP4lmDg8EFfGMppiNo3fG4wsgSGTAGzFBbim6I8sLOFfJqIwpOCB1AwvGUnpJQMkwlbsez1vb44Pj8888zatSoigQlIsNED3N6RAbL6vbVPN/0PMYYmotlvAUpIiIyiNwy2uZK+QgCCFIRGesCkIocAieujgpad3CFvBACLJGxOBpP1G+pIH4C7NdYCm5n+VgLkODlsiqhZLjqdxJq5MiRmM7s/MyZM7slosIwpK2tjUsuuWRAghSRnZNyUDJo9IMmIiI7uXKSDsVSCD4EOUtt5x9DD4OfshBCMb+DSagShK4ljCxOpD+2/WUweKHBz0UUvTCuglISSoaYDe0lImtxjGHkIM6F6ncS6rrrrsNay0UXXcSCBQtobGzsui2dTjN16lTmzp07IEGKiIgkdeH+F3LR/hd1DSgXEREZyhKvjAcUSxGhtUQeeJ1Dwz3r0JH2oQDFQkTtDsQUleIqKEt1VsbbmaUCQ5C1hNZSMhHplmTJwLg9E3pZn0tkhx109b1dny+95l2Ddt5+J6HOP/98APbcc0/mzZtHKpUasKBERER21JKNS/jNP3+DwTB30lxOmnpStUMSERHplZO08iWCUhAnoXDAC+Ikh4chcuJV7YrFHXsTJijGGZDQWCWhEvJCh0I2vv8LUUi6OXlFmusYglBZKBle+pWEamlpoaGhAYCDDjqIfD5PPp/vcdtN24mI6LmKVNOajjX8cckfMcYwOjdaSSgRERnSErdfdUAxFRH4Flxw/Xj/VOSAE89yKvg7tpxd6McJkMixXZVW0j+pwNBWZ7EGijaK2/ES8owhQEkoGV76lYQaOXIkK1euZNy4cYwYMaLHweSbBpaHoVoeRKSThkLJINHTMxER2dklbsdrg1Iqwg8iHAPupna80EAKAiKKYQgRZayJHguCOIkVYXHtDsyW2gWlAgfrQJixFIKwrCSU5kLJQHphwUm9Ljw3kPqVhLr//vu7Vr574IEHBjQgERGRxHpIeOa8HGfvfTYA8ybOG/yYREREEkiacIhaLaVUSFjoXqXkWIML+I6lmI6gDSizWSUsdVZCGc2ESsrrWiEvotARxt+HEHD7fwzXcTp3Eqm8uky/pzNVVL/Oeswxx/T4uYiIyFD17JpnufXlW8HAnLFzqh2OiIhIr4whcTWC3xFhQwg8i7dVlZJnHQIT4bsRQVuE11BeFVMQxKvsRZ7FUdlxIl7kYCz4NZaCG8Ur5LUCI/p/DFVCyXBUVuprw4YN/Od//icvvfQSAPvuuy8XXnhhV7WUiIiIiIiI9E9ZK+MV4sRGkIrI2e7lNSlr8N04a1TsiPDK7McLA4uNwJq4wkqSSQUGPxdRckOiwOK0mERJKE9JKBmGEiehHn74YU477TQaGxs59NBDAfj+97/PVVddxR/+8AeOPvroigcpIjsp/d2UKjp696OZWDcRgL1G7FXlaERERHpXTsVLqRiBD0HWbpPE8iKHfCqAIE5C1ZYZVxBaos7Ji2rHSy4VOgQ5iw2g6EXkWhL04hGvmGjQ7EsZGLO++CeKQUTGc3jl308ZtPMmTkJdeumlnHXWWdxwww24bvxLFIYhn/zkJ7n00kv5+9//XvEgRWQnpcHkUkVjc2NpLbUCELFjqwOJiIgMpHKSUMViRGgt1mGbles8YwgdSxhaisXyZwqFgSXsSkJJUl7gUMgEABRsmDgJBfHPRhApDSWVV+xceGDTv4Ml8WPJ4sWL+cxnPtOVgAJwXZf58+ezePHiigYnIjs3q/dtZLD08Nz9b2v/xqWLLuXSRZdyz9J7Bj8mERGRfnLKaMcr+RGBjcABL+z+si7VOSMqsJZiqfwXmEEUdT2fUyVUcqnAEKYtkWMp2giakx9Dc6FkuElcCXXwwQfz0ksvMWvWrG7Xv/TSS8yZo8GvIiIiIiIiSSRONBSh6IYE1oILXnGrSihrwIXAiSj4O1AJFdqutdmUhEouFTjgxC2ThXwILcmPoSSUDJQFp+9HWzEY9FXyEp/tU5/6FJ/+9KdZvHgxRx55JACPP/44119/Pddccw1/+9vfuradPXt25SIVkZ2P2vGkiibWTuTsvc/GYtl39L7VDkdERKRXiRMNrVBKRQShxWXboeGONbgWAizFKIKIsvrpgqhzJpRRO145vDD+vvg1EYViGK+Ol/B7oeHkMlDOnze1KudNnIQ655xzALjiiit6vM0Yg7UWYwxhWH7WXUREZEc8/ObD3PryrVgsB449sNrhiIiI9Crp6nhRm6XkRQTG4tqeMxqedfBNhO9FhG0WtyF5MiMMbVfOxOidxcQca3Aj8HOWQksEJaAdqO//MVxH6T8ZXhInoV5//fWBiENERKR8qroTEZGdmJOw2qXUEYGFwLXbDCXfJBUZfCee51RsD6lpSN5yE1pLZOw2lVbSf6nAwc/F87sCJ8JrdhImoXTfy/CS+JFoypQpAxGHiAxDer4iA23z8HvbdXnTO7WT6iZx2PjDsFga041VilBERKRvZa2MV4gggCAVUUPPK6551iHvdq7M1hFRk/QkUdzOFyehEoconbzAoZSLv18FL6KuJVllk5JQMlDufmEleT8kl3I5ef+Jg3befiWhfv/733PKKaeQSqX4/e9/3+e2p59+ekUCExER2RGn7nkq7572bjBQDIrVDkdERKRHSVvxAEqFCHwIay1eL6XAnjWEriXyLcV88jEpYcliTTwTSpVQ5UsFhvZsXLlWMCF1Lckr0lzHEEbKBEplXfJfz3R9vvSadw3aefv1G3DGGWewatUqxo0bxxlnnNHrdpoDJSLdqEVKquh/V/wv1zxxDRbLh/b5EOftd161QxIREdlGWZVQpXhlPGviiqeepEx8vY+lWIoSnyMoxvtEpnPwuZ7TlSUVOlgXAs9SoLwV8jwloWQY6VcSKoqiHj8XEREZqgpRgaZCE9ZaOoKOaocjIiLSo6TzoABKQURABA54US+VUJ1Zo4CIgl9GJZQfJz0iLClloMrmBQZcCDIRxWIEzcmPoZY8GU6S1wKKiIjsBLJulvE147FYalKJJ2GIiIgMisTteCEUw4gACy54xZ73d4zBtRAYSzEooxKqFCehQseSiRxVQpXJC+NplX6NpRB0VkIl7BZQEkoGwmC24G0p8XqPn/rUp/j+97+/zfU/+MEPuPzyyysRk4iIyA7LB3n2GbUP+4zah31H7VvtcERERHqUOMHQDqV0ROBYXEvXghw98UIH30T4YUQYJmvnCoPORT82teNJWQwGLzD4NRFFJ8KGFhIWaCsJJcNJ4iTUf//3f3PUUUdtc/28efP43e9+V5GgNvnqV7+KMabbx957793nPr/97W/Ze++9yWazHHDAAdx1110VjUlEEtDfS6mipS1LefDNB3ngjQdYV1hX7XBERER6lDTBELZafDciNLbXeVCbeNYQmDiZVGxP1pIXBJvb8ZQD2TGp0CHIWaLQUkpFiedCKQklw0niJNS6detobNx2qeuGhgbWrl1bkaC2tN9++7Fy5cquj0ceeaTXbR999FHOOeccPvKRj/Dss89yxhlncMYZZ/DCCy9UPC4REREREZEdlTS/UOqIW+t8J8LbToVSKnIInDiZVGhP1pIX+pYosqqEqgAvMPjZeEXDQir5XKhyVlAUGaoSz4SaMWMGd999N5dddlm36//0pz8xbdq0igW2ied5TJgwoV/bfu973+Pkk0/mX//1XwG4+uqruffee/nBD37AjTfe2Ot+xWKRYnHz8t0tLWUsWSAi29LqeDLItvyRO2fvc3jfjPfFZfCuRiCKiMjQ45h4hfEkivkQQgg9S3Z7lVAYQmOJjI33SyAIIzalrRw9odshqcAhzAVYoEBIY0sq0f7GGFytkCcVNvVzd3Z9PpjzoRI/K58/fz6XXXYZTU1NvOMd7wBg0aJFfOc73+G6666rdHy8+uqrTJo0iWw2y9y5c1m4cCF77LFHj9s+9thjzJ8/v9t1J510Erfffnuf51i4cCELFiyoVMgiIjIErGhbwb3L7sVay+ETDueo3bZtJRcREammctqsSsUI60OYs3im7yRUCgcsBNh4ZbYEwsASESc9VImzY7zAYF3w0xEFwsTteICSUDJsJE5CXXTRRRSLRb72ta9x9dVXAzB16lRuuOEGzjvvvIoGd8QRR3DLLbcwa9YsVq5cyYIFC3j729/OCy+8QH19/Tbbr1q1ivHjx3e7bvz48axatarP81x55ZXdklctLS1Mnjy5Ml+EiIgMGNvHc7GlzUv5+T9+ThRF1KXqlIQSEZEhp5zkTrEUERK3yXnbqVDadLtPRLGUMAkVbk5CJZ7hIt2kAgdcCNKdKxWWmYQSGQ7K6k/4xCc+wSc+8QmamprI5XLU1dVVOi4ATjnllK7PZ8+ezRFHHMGUKVP4zW9+w0c+8pGKnSeTyZDJZCp2PBGJbcoP6E+mDLTtvS+YtNVBRERkMDjlVEKVInwiMGx3JpTjGtwQAsdSCJK241m141WIaw2OBb8motAWJp4JBeDpuYxU2F+uOI4wsoOe4CwrCRUEAQ8++CBLlizhX/7lXwB46623aGhoGLCEFMCIESOYOXMmixcv7vH2CRMmsHr16m7XrV69ut8zpUREZPgYmxvLObPOIbQhc8bOqXY4IiIi20j84s9CMYwroXDBLW1nfwe8IB5O7vvxfm4/E0phtLkSSvmPHZcK4hXySu0RYWBx8wZy/d9flVBSaZNH1VTlvIkrK5ctW8YBBxzAe97zHi699FKampoA+MY3vsFnP/vZige4pba2NpYsWcLEiRN7vH3u3LksWrSo23X33nsvc+fOHdC4RERkiNiiJOqZNc9w6yu38quXf8W6/LrqxSQiItKLxImFPJTciIAILzKYfiSUvNDgOxGUoJigGiqILCEWx6qiuBK8wODn4hXyiunkc6GUhJLhInES6tOf/jSHHnooGzZsIJfbnLp973vfu00CaEd99rOf5aGHHmLp0qU8+uijvPe978V1Xc455xwAzjvvPK688spusd1999185zvf4eWXX+arX/0qTz311DYr+YnIINPfTBEREZFtJJ0JFbRFBG5E4NjttuJtkrIOgYnfpSl29H8uVBhZLBYn0hO5SkgFDkHWgg+FdPK5UEpCyXCRuB3vL3/5C48++ijpdLrb9VOnTmXFihUVCwzgzTff5JxzzmHdunWMHTuWt73tbTz++OOMHTsWgOXLl+M4m/No8+bN45e//CVf/OIX+fznP89ee+3F7bffzv7771/RuEREZOg7bMJh5NwcERFTG6ZWOxwREZFtJJ0JVepMIgXGkupnEsqzhtBYImMp5ENo2P4+FktgI0KjeVCVkgoNYY0lNJaCk3wulDEGxxiivlZlEUng5OseZk1rkXH1Ge6+/OhBO2/iJFQURYThtmWcb775Zo8r1u2IW2+9tc/bH3zwwW2uO/PMMznzzDMrGoeIiOx8pjVOoz4V/12qTdVWORoREZHuDOAkrIQq5iOIIHAtOev2a58UTtc+xXz/KqHCyEIIkbE4EapqrwCva4W8iALJ2/EAPMdQCpWEksp4eVUrAOvbS4N63sTteCeeeCLXXXdd12VjDG1tbXzlK1/h1FNPrWRsIiIiZXtkxSP8y13/wgf/+EHuWXpPtcMRERHpppz2qlIxwgYQev0fMO5hwIJPRLHUvyRUUIoTHRHxym6y41KBARf8tKVI8nY8UEueDA+JK6G+/e1vc/LJJ7PvvvtSKBT4l3/5F1599VXGjBnDr371q4GIUUREREREZFgpJ6FQLEYEnatweP1MQjmewQ0hcCzFUv8Gk4ddSShLyiauW5AeGAxeaAhqIgod5VVCKQkllXT+3Ck0530ac6lBPW/iJNTkyZN5/vnn+fWvf83zzz9PW1sbH/nIR/jQhz7UbVC5iIjIgNu6It3S1TKwe93uvGf6e4hsxJ6New52ZCIiIn1KOg8KoOTHK+NhNlc4bZcHXskhSFtKfkTI9quoAr8zCWVs8tYZ6VUqMPg5S9gWfy/SRQcy/d9fSSippAXvqc7s7ESPKb7vM336dF599VU+9KEP8c1vfpMf/vCHfPSjH1UCSkREhpSn1zzNPcvu4U9L/0QQBdUOR6Tfrr/+eqZOnUo2m+WII47giSee6HXbW265BWNMt49sNjuI0YpIuZKujAdQDEICLMaA299V6wx4ocE3ERShyParoboqoRyLo3a8ivFCBz8XQQkKmeTVUJ6SUDIMJEpCpVIpCoXCQMUiIsOMxibKYOnpZy2IAgpBgXyQJ7T9az8QqbZf//rXzJ8/n6985Ss888wzzJkzh5NOOok1a9b0uk9DQwMrV67s+li2bNkgRiwi5Upc1eJD0UQEJsKLDCbBtPBU5BAYCyUoBtufCxUGFks8E0qr41VOKjAEGYsNoJhOPhdKlVAyHCSurrz00kv5xje+QRDoXWURERm6RmVHMX3EdPYasRc1qZpqhyPSL9/97ne5+OKLufDCC9l333258cYbqamp4aabbup1H2MMEyZM6PoYP358n+coFou0tLR0fbR3dFT6yxCRfkiaUPDbIiJjCYxNPCzcs4YQS2QsxY7tJ6GCID4XtowXjNIrL3CwHoSOpWBCaE62vzFGiSipmMeWrOOhfzbx2JJ1g3rexDOhnnzySRYtWsSf//xnDjjgAGpruy97fdttt1UsOBERkXK9b6/38YGZH8BgaPfbqx2OyHaVSiWefvpprrzyyq7rHMfhhBNO4LHHHut1v7a2NqZMmUIURRx88MF8/etfZ7/99ut1+4ULF7JgwYKuy6mxmpkmUg1Owna8UmfyKHAs6YTDwj0MRBB4lkIhhIa+t99UCQWqhKqkVGDAAz8dUSCEjcmP4TmGMFK/gey4c/7j8a7Pl17zrkE7b+Ik1IgRI3j/+98/ELGIiIhUzMNvPsx//O0/CKKAD+37Ic6YcUa1QxLp09q1awnDcJtKpvHjx/Pyyy/3uM+sWbO46aabmD17Ns3NzXz7299m3rx5vPjii+y+++497nPllVcyf/78rstPLl7JCYfsXbkvRET6JWlFSzEfgYXAiaixLklyQymcriRUsdCfSihL2JmGUhKqcrzIwTjgZyyFMIINyY+hSijZ2SVOQt18880DEYeICIvXtPLq6jbaigF1GY+9xtcxY1x9tcOSnVRzsZlXN75KKSyxsbix2uGIDIi5c+cyd+7crsvz5s1jn3324Uc/+hFXX311j/tkMhkymc3LMdXWJOwHEZEdVk4ioVgIiSJLlIoHjSfhuAY3AN+LKJb6MZg8tETWglE7XqWlQkNQE1FqC4maOwe/J/h2aji57Oz6nYSKoohvfetb/P73v6dUKnH88cfzla98RaviiUiv4kLuvv9Q+mHEXX9fyX89vownl277dtDhU0dx7twpnLL/BFKungZJ/7nGJe2mwcafiwx1Y8aMwXVdVq9e3e361atXM2HChH4dI5VKcdBBB7F48eKBCFFEKqSclfFKpYjAxtVJXtLqpBR4JYcgayn5ESEWt49jBKEl2lQJVUas0rtU4ODnLHYDFJ2IXLsLdf3f33X0fFgqYzBb8LbU75/gr33ta3z+85+nrq6O3Xbbje9973tceumlAxmbiAxzb6zv4OTrHubTtz7XYwIK4Iml6/nUr57llO/9hTfWa3iu9G3LCQn1mXpO3fNUTptxGvuP3r9qMYn0Vzqd5pBDDmHRokVd10VRxKJFi7pVO/UlDEP+/ve/M3HixIEKU0QqwCmnEqoUEXT+pfNMwkSEB55v8J0IClCk72qoMLJEgLFKQlWaFxj8XAQlKKSTz4XyXH0/ZOfW70evn/3sZ/zwhz/knnvu4fbbb+cPf/gDv/jFL4ii7fcUi4hs7Y31Hbz/hkdZ0tS/gdGL17Tx/hseVSJK+u2V9a9w++Lb+e9//jerO1ZvfweRIWD+/Pn8x3/8Bz/96U956aWX+MQnPkF7ezsXXnghAOedd163weVXXXUVf/7zn3nttdd45plnOPfcc1m2bBkf/ehHq/UliEg/lNOOVwriJJSBPquYemQgFToExnYmofp+DReEEREWJ0L9eBWWChzCjCUKLQUveRLKMQZ15MnOrN/teMuXL+fUU0/tunzCCSdgjOGtt97qdfCliEhP/DDigpufYE1rseu6sfUZ5k0fzezdGxlVm+HZ5Rv42WPLuu23prXIhbc8yZ8+/Xa15knPtFiM7OTOOussmpqa+PKXv8yqVas48MADufvuu7uGlS9fvhxni1aMDRs2cPHFF7Nq1SpGjhzJIYccwqOPPsq+++5brS9BRPohaTuejSylKCIwEV5UXgbCs4YQSxRYikHU5yvB0FoiY3FCA+por6hU4IALfiYib8pbIc91DFGoJz2yc+p3EioIArLZbLfrUqkUvu9XPCgRGd7+9MKqbSqgfnXxkcwYt7khfu600dskoSCuiLr7hVWcNmfSgMcpO7f3zngvx00+DotlRGZEtcMR6bfLLruMyy67rMfbHnzwwW6Xr732Wq699tpBiEpEKinpe2l+RzyjKTAWL+Eg601S1oEQSqmIjYUSE+qyPW4XYbva8RyrkptKSwUG40IpY8kTlrVCnuc4+OH2B8yL9GXq5+7s+nww50P1OwllreWCCy7otppKoVDgkksuoba2tuu62267rbIRisiw8/PHlm5zXRh1fzenrzcIf/7YMiWhJNbHm4AbCht4YtUTRDZiztg5TKjt32BnERGRgZZ0JlSxI044hE5EJnLLS0JFhlTe0Do6IFt0aasLqOvh5WCIhSBORjkqtqk4g8GLDH5NRKEQEW20OAm/oeW0c27NMQbPMbiOwXEMUWQJbZyA3Pp5uUgl9TsJdf75529z3bnnnlvRYERk+Ht1dWuPQ8gvvPkJcmmPL717H46dNa7PYzyxdD2L17QyY1z9QIUpw8CL617k+89+n2JY5IrDruCg8QdVOyQREREgeTteKR/PcPKNpbbM6iSTMjSsTbFuUgm/ZFlFgRk9LMsWRhZCCN3OqiupuHTgUKqJsK2WQhRSU/Qgs/39Nil3OLkBcmmXXMrF66McL4wseT8kXwpQPkoqrd9JqJtvvnkg4xCRXcTiNW09Xv9WcwGIZxD09zhKQsnWLJae3h425bxlLCIiMgAcAyZhEqpYiAitxTrglfs3LQW1a1w2+tAS+qQw5AnJbTX0KSjFz8UsFsdqBudASPkO+RofSpDPhNQ0e9D3e7DdeE7y70tdxqMm7fbrZ891DHUZj9q0SyGIaM37Grs5DP3hsrdRCiPSgzxrt99JKBGRSmgrBhU6jvrgpW971O/B2bPOJrQhM0fOrHY4IiIiQJkr4xUjgs436rxyl6tLx2/KNKxOsTHtMyJIsdorMJXabpuFfnyeyJC4TUz6Jx04RFkIrCWf7hxOniAJleRnyDHQmEuT9pL/3BhjyKVcUq6hucMnUFnUsHLA7o1VOa+SUCIyqOoylXnYqctoqRbZrKenRE+veZpbX7mVYlhk9tjZgx6TiIhIT8qpYin6UTyrCfASVlF1cYFGqFvh0TzJp3WdjzfeYRI50lsktoJS3PoXYstNd8l2pHwDteCnIvJueSvkeY7ZblLIcw0jc+nEM8i2PZfDqNo0zXk/XllRZAfocUVEBk4Pfxf3Gr/t7IFybLmSnuy6tvkR0xt0IiIyxKXKqEgp+RE+EU6UfKh5NyPAKRnqmjxa2wLCKGINhW6bhIHFGrCqhBowXuTgOFDKRORNeUmo7VVDGQMjKpCA2nw8Q2MuhVeh48muS5VQIjJgepplOWNcPYdNHbnNcPL3H7wbHzpiCtM7k0ujatPc9ol5/OXVJq6979Vu2x4+dZTmQcl2zR4zm3P3OZfQhkyq02qKIiIyNCSdvxJiKYUhgWPx4h658qWAOmhYnqJ1fEDb+pCmMUUmksPtTDgFviUyFiJwNZh8wKQiBz8bUfIjguYocZul5zp9ViU15lIVWUVvS8YYGmtSrG8r6X2/YeCTv3iadW0lRtel+eGHDhm08yoJJSKD7sNzp26ThHrH3uM5eMrIrssp1+HgKSMZXZfeJgn14blTBiVO2bnNHjubvUbuhTEGqxkGIiIyBLjGJE4MtLcG2BBKTkjad3e8l2UkuG8Yate7tHo+9aM9mkyRCWSBuBIqMoCNq2lkYKQDh2JtCGsgXwypj5xE39u+KpJq0i4Zb2BGV3iOQ302RUvBH5Djy+C56++rqnJeJaFEJLECIesoMZIUNWU8jJyy/wSmj61lSVN713W/ffoNSuG27+Y88fq6bpdnjKvj5P0nJA9ahqetc0tbXL7ztTv55lPfpBSWuPLwK/mXff5lUEMTERHZWjmteK0bAkLHUnIsDVEFpqlkgVxcDdU2qkD7xoA1IwuMI4ODIQgtEfFzMlVCDZxUYGjLWawP+XRIfUsKRvR//76SmTXpgX2Zn005tBVB7/FJOYZ0EmrhwoXcdtttvPzyy+RyOebNm8c3vvENZs2a1es+t9xyCxdeeGG36zKZDIVCoZc9RCSpV2jFJ2IleQ5lVOL9U67DLRcezvtveJQ1rUUAHnyliQdfaepzv3H1GW6+4DBSg7yMqIiIiEgllLMUemu7T9FEEEGmUiN9R0LqLYeaVpfWtE/dSI/1lBhDJq6E6txMM6EGTsp3sFnwichnOudCjej//r1VQmU8p+JteFvbtGpee0mrVe/Mjp45lnVtRUbXZQb1vEM6CfXQQw9x6aWXcthhhxEEAZ///Oc58cQT+cc//kFtbW2v+zU0NPDKK690XTaqIxWpKN+PYD3xH8q+HrP6eHdk8qga/vsT87jwlidZvKZtu+ecMa6Omy84jMmjahJGK7uULX7mJtVN4ujdjiawAeNrxlcvJhERkU7phJVQIZb2fEiBEM83eKkKJaFqgTQ0vOGxqr5IvjVkdX2B0aQJos0r8eltv4GTChzwwPci8l7y4eTGGBxjiGz3J9y59OCsIJ1Le0pC9cIQ/65nPJeUazDGYEx8fRBZ/DDCDyNKQVTVarKfXXR4Vc47pJNQd999d7fLt9xyC+PGjePpp5/m6KOP7nU/YwwTJqhdR2TAvAR2I5ga4NA+tjM9P6r+461m9pnYwORRNfzp02/nTy+s4r8eW8YTS9dvs+3he47iw0dO4eT9J6gCShJZ3rKcVze8ih/5mOl6M0JERKrLMdtf0Wxr7UGAbbcUUyFZ36FzbFNljITMapdMh0PzRp9cvUszfrw6HmAiMK7+fg4U1xpcY/DTEXmnvBXyPNdQCjY/3zaUV21XDtcxeI4hUE9eF2OgPuORTbm9FsKkXNP1msZaS0cppKMU7FKtjUM6CbW15uZmAEaN6rv9p62tjSlTphBFEQcffDBf//rX2W+//XrdvlgsUiwWuy63tLRUJmCR4Wpj578dyXdd9NJqPvLTp/jMiTO56Kg9qc14nD5nEqfPmcTiNa0sXtNGWzGkLuMyY1ydVsGTsrX6raxsX0kpKlEMi9vfQUREZAAlrYICaNsYEGEpYakPK1zhUg+sg4YVHk01JYr5iNW5IkFkCbE4O7oSn2xXOjKUspbQtxRbQjIk+x57jqG0xeWU5wxqF1DacwhUDQVANuVSn/FwEiSajTHUZjxq0i5txYCOXeS+3GmSUFEUcfnll3PUUUex//7797rdrFmzuOmmm5g9ezbNzc18+9vfZt68ebz44ovsvvvuPe6zcOFCFixYMFChi0ingh/ypdtfYEJDltea2rnvH6s5dOooRtWmyKU9ZoyrV9JJymI72wa2fBOpxqthdG40fuSTclPVCUxERKRTWfOgWgMKqQhCyFY6I2SAEZBb7ZKaYmhZ75PZLT5HhMUJ2YleLe6cUqFDRy6EdsgHyZNQW1fWlVUF9TLwGLAPcGSyXdOes8skTvrSkEuRS5WfJDbGUJ9N4TqG1kJQwcj69vKqFoLQ4rmGvSc0DNp5d5qHlUsvvZQXXniBRx55pM/t5s6dy9y5c7suz5s3j3322Ycf/ehHXH311T3uc+WVVzJ//vyuyy0tLUyePLkygYtIl2zKZcF79ufBl9cwriHDvpMa2JgvsaqlgOcYsimXsfVpRtUO7nA8GUa2yEJ9aJ8Pce6+5+IYh+Zic/ViEhERIfnKeBGW9nxA0YR4pQrOg9pSI5j1hoaVKdZnSvglS8o3WDpXxlM33oBK+Q5BLiAKLHk3ZEQHkGD8qed0/5nIlFFtx9NAG/A34EAStXwOVuvfUFaf9XYoAbWlmrSHYwzNeb8ix9uek6/7S9fnS69516CcE3aSJNRll13GH//4Rx5++OFeq5l6k0qlOOigg1i8eHGv22QyGTIZvegVScJiMdt7ZtJDb/O86aOZNaGOjmIYD+nD4Ji4SuqeF1cRRZbdRtXw4SOnDEzgsst48I0H+e0/f0tkIz4464OcMOWEaockIiK7KMdsmzDYnnYColZLwURkCk48TLzigQENUPuWy8bdoWWdz+gwTWgsjlUGaqClg3jOl4/dvEJeoiTU5u+RY8BLmhTaCLQDy4CZwFvAtP7vbowh7TqUwmj7Gw9DcStdZVMq2ZRLGFnaioNXETXYhnTq0lrLZZddxv/8z/9w//33s+eeeyY+RhiG/P3vf2fixIkDEKGI9GXr5y5hZCkGERnPpS7rxatEGHBMvGrE397cyG3PruCmR16vTsAyrKzuWM0Tq57gsZWPsS6/rtrhiIjILqycipG2fEBUsvgmIlvpeVBbGgEmNDSsTtHeHhCGlgirIqhBkAoMxoWSG5FPJx9O7jjxqmtQ3swxVgAR0EQ863VF8kOUdd5hwHMMtQO0EmFN2u2WYBxuhnQl1KWXXsovf/lL7rjjDurr61m1ahUAjY2N5HI5AM477zx22203Fi5cCMBVV13FkUceyYwZM9i4cSPf+ta3WLZsGR/96Eer9nWIDEdJFnDo8AJG2BRFP8RA50dcR7UpEWUAP7RE1lKfHdIPTTKU7UIri4gMVWaLDh4L2AH4vXQdg+vEy5Nvep4eRjYeqLwrLTEkO42krXgArc0BxXSE9SETDeAL/RRQD3VvejRP8GnN+UQFizuQ5xQgfj7sWYOfiSiYiGijxUmY/vMcgx9a0m4ZCZE3gRYgBDZQfhJqF1z/pS7jDdgQeGMMDbkU69tL2994BwxmC96WhvQrvRtuuAGAY489ttv1N998MxdccAEAy5cvx9mitHXDhg1cfPHFrFq1ipEjR3LIIYfw6KOPsu+++w5W2CK7Bsv25wRYWBMU+MD3HuNt00dz8dHT2GN0LbUZtzP5ZIgiy99XNFMKImbv3shFb5vKiFx6ML4CGeamNEzhnL3PIbIRM0fOrHY4IsOWYyCTckm7DinX2WZQbhhF+KGlFEQUg7DsZagdE7cpZFNu1/LWPbF207kiSkFEOBBZMJGEklZCRVjaOgIKboibN6QGYh7UlkaAs9xQt86jdUwAJdSON0jSOJQyEda3FNpDahK+RHcdBz8Mk1ckRcTtdxs7L28kTki1AAlmVHud1Vi70kNtyjVkKjQHqvdzOGQ9h0Iw/Fodh3QSyvbjJ/nBBx/sdvnaa6/l2muvHaCIRCSp3Nj4AXrWxHoefnUt70y5TB9bB1iMgSCy3P/SGoIoIrJw6XEzGFGjJJSUZ8u/G39f+3d++fIvCaKAA8YcwEEcVMXIRIYXYyDrxQmh7b3wcR0H14kTSNZ6+KGl4If9Tkg5xlCbccml3H6962xM/OJg0wuEIIw2J6V20bklUl3lzOrpICRqtRRNRLbDgdwABbdJBqiBhuUp8iNDotBSk3cTzSeS8qRCh3zWj1fI85MnobzOytCt3wDYribAJ04+GaCZzYmpBEmoTXOhisMwWdKbSs+B6vU8GY9CMLDVUNUwpJNQIrJzmzApy4xZ9fzfE2Zy7X3/BGDO5BEcOW101zYb2kssenkNk0Zk2Wtc3bDufxYR2ZkZIJNy4sST65TVhmCMIe0Z0p7TmZCKKPg9V0g5Jh762t/kU28818FzHWoy3aukCn6oDt5dUMp1Nj/XMICFyMbjAMLIll2pt71zJtUa+dg2KOUiav0U1FU+rm2MBHeFYdLyHHatxeT0nGwwpAJDlI5bivMmjBNDqf7v7zmmvFXqVgAB0ApMAFYSr5L3JrB3skOlvV0nCWVMmasQliHlOsNy8LuSUCJSlv48Ryv5Ea+/0sZ+o+o5dMpIDt5jJA1Zj5dXtWzeJoj47Ikz2W9SQ9zGoaVeJYk+fhBP3fNU5oydA8DEWi1OIVKujBcnnjJeeYmn3sQJKZe0F1dIhZGNW+csA9bmsGWVVH3Wo+CHtBWDAUk8yNCRTZg8jZNRlqjzZzKMLEFo8cOorMRlOYOb21oDCl6I9SEbDWzbT5ca4oqoDWAiM8SXsBo+0oEDGSiZKF4hrxkY0//9XceUlxR5k7gKygK7E1dGbSSuhOrP2I0t7ErDybPejr0xklRtxqXUMTBJqKmfu7Pr88GcD6UklIiUpx9/nNatLZFzXGrqPJ5atoH/c/wM9p7QWd9bAp4C0vDxY6azYkOeV9e0sWJDBxMbc9Rm9PAkZdji1UEpLLE2vxaLZURmRNVCEtlZZVMutWk3+ZLfZTDG4LlmUJ+YGmPIpT0yKZe2QkDeDwfx7DIY0p5DXcZLXInkOgYXAz3kfopBSL4UJqr6KGseVFtAMRXitpZXSVW2UcQVMYZE1ThSPi90cFzwjY2TUBtJlITyXAfXSZge9YE1xOfKdX6MIB5OXgDWJYzBcXCN2SVm8OXKWRGvHXgdmEriqsa05+I5AcEwerdk10lZisjg6+OxMnzOsnJjgaaVRSjCc29s4NYnlnPitQ/zm6feGLwYZdh6bOVjfPl/v8wXHvkCL657sdrhiOw00q7D6No0jbnUoCSgqs3pXIWoMadX3MNJfdZjZE264gmcjOcyoibN6No0ntufGWXJ50HlCQlbLQUTkW13IVtutGWoA8YCIxmcFkABIBU5+OmIkokImpNXvSSuzFlJPP9pA/H3GuIkVCvxSnnlrpI3zHmOKe8x5c/A/wJ/JL7fExpub84Pr69GRAbNjubimzYWWTOyAAZmhHW0F0MwEFmoz+qFgJRp+LxJJDLosimXxlyK7ACv+DNUbfq6m/N+lSORHTUYP8ee6zCqJk17KaS9GPS6XTmzeloJ4nlQXkRtIQWjt79PRY0Y5PMJqc4V8ihBvj2kfqBrRVYQVzzlgT07rxtJnCBp7rx9TrJDpj1n2FeUlvW40tT5sZT4vn4NmJHsEBkvXnk2rHA11M8uOpxiEA3ajKtNlIQSkapoqi9ibfwO4WPL1rGyuUBt2uU9B05izzG11Q5PdlJb/mmeOXIm/7L3vxARsUfDHlWLSWRn8NnPfpaj991jl6h86ku8gp+lpdB7UkEGV8p1yHgOKdch5Zquig/bOaup1Ln6YSmI5zWNqEmR8QYnkWqMoS7j4Rho7eVnppzqkNaSTzGIB+dnQjfRbB7ZOaUjQ3smwnZAPh9SP9C9kCuIW/EAGjv/zRFX3W0grpQK6bEltTdlDUffyZSVhPonUCSewdUIPEfiJJQxhtq0W/G/TUfPHFvR4/WXklAiUhbbn6FQvd28CiITD/x0MXzzvpfp8EOmjanl5gsPr3Sosot6bs1z/OLlXxDakP3H7F/tcESGtG9961vVDmHIyKU9gsjSURre7+gPdRnPobaPeU5dc8Rch5o0RJHFqdIKuzVpD2uhrYeKqKStOxYbDyVPR7gdkHaG/wt7gVToYD0IrCVfCuOKpIH61ncA64mTUPV0n/01ovP6EFgF7Nb/wzqOwXPMsJpdtKV0ZzVSIiGwmHj+lgXeIJ679gYwOdmhsil32CykoSSUiAy61r/6MA7sFo/jBoiG1+qjMojsNp+IiJSvLuN1rZCWdh1SnoPpemfFEtl4dddiEPb7BYEhHnhtTJxAiaK4kmcoPmw5xpD24qXBXWfzQ6u14IcRxSCqeFvIJsbE7XRJq5mqlYDapDbjEYQRhS0GlhuTPAnVsWkelBeSaXXj6hQZ9lK+A1nwTUQ+HUIb0DBAJ3ur89+NwIStbhtBnHwqEVdLJUhCQZyoCYZIAt90/q9Ss9Jz5VRBLSeuglpNXGXWDLQQV0MlTEIZY6hJez0mu3c2SkKJyA6x2C2emG9zY4+WjuvARmBNXE31oUOnUDIhGXfXnEMiFdDDz9peI/fitGmnERExrmbc4MckIjstYwwjatJ9bhO3ZaQIwoi8H6+YtvVDkesYsik3TmRt0Uq2pTCy+JtaysKBS+70R6ZzNbm+2jKzKZd6IIgiin5ER6ly78x7Tny/J642GCIacin89lLX97Cc9qQ2AmwrlIgYkU9tbpWSYc218YqMJRNtXiFvoJJQbxInuUpsO/9r0+WNlD2cvBpVpIb48SvtOaQ9t9tjiLWWILIEYdy+WwzCxImpTcdP7J/ESacOYH/ieVBvEn9v1wAJn57m0i7txaBib158656XackHNOQ8/vWkvSt01O1TEkpEdkwfXXmbHiC3vjkylqizoQ8L7ztwN0JPrQ9Shq3/Cm9x+Zjdj+GY3Y/BMQ4bixsHMyoRGUR9vhkyCDzXod6Nkzd5P6Tgh3iuQy7l9qsKxnUMruN2zRqJtphz5IfRoLS2pFxDXSaVaH6R5zh4GYeatEsxiJNRflh+rCnXMLImnXyVryHEGMOIXIr17SUsyaugAFptQLEQYj3IFl0GejSQDB3pyOB7ESGWUnNEeqD68TbNg3LZNtGVJl4VcQPxMO0CiVZnrMZcqJq0S23a67Ua0hhDyjWkXMjhYq2HH1qKQUjRjwj7kZHKptzkj0154ra7NUCGePD77sSJqQ7iaqgTkx3SMYZc2q3Ya6b/eWYFbzUXAJSEEpGhz27x7/Yeknt6aI+AKLRdj0Jfv+slWvMBq1sL/Ppjc6teVi87h60bWba89POXfs61T19LZCMWzF3A+2a+b3CDE9kVWeJWj2XEfxymErd7DMBDeoGQlasLrG8pkTMuY+rTjBqdxqvSMuGbWiVq0jv29NpxDNkeklIFP6QYVL5vvTbjUZsu4wVWJ2Piaq9sysUPIzqKQbeWtP4YDgmoTTzXoSGXojnvJx5KbrG0dQQU3QinCCk9F9qlpHDoyITxCnkd4cAkoTYC7WyutOrpFCOIE1AQP55P6//hjTGkXYdSOPAzNjKeQ302lbhy0hhD2otbjuuzm1uMi37Ya9K/rIHki4GA+L7c9HdwHPEqeW8CNcTfhxHJDluT9iqWhLrgqD35+l0vVeRYSSgJJSI7pj9ZqK04noHOlgMLGMfw1sYC69tLvNbUpgSUJLe9GfnD4IWNyJC2GljS+ZHv/DDA34mfaO9J/EKmAgmpQhSy8q0C61cXCQqWVi+gPXJofyvgDZNnhJtiTE2GhtEeZryJ39nfiW2ZlIo6hxZXogXOMdCYS5e1eltvUq5DY02ausiS90P8IMKPoj5bX1Ju3II3nB6nsymXILJ4CZ/P5AkJWiMK6Yhsk4vJDp/7RLYvhUOQCrD5eIW8xoEog1tB/E5wMzCll21GECdJOjq3T5CEgrglbyCTUAaoz6bIpSszxiNeeTOuZt3Uuhd2fgRRBJjyHif/CawDfGA8lP4/e3ceH0V9P378NbNnbhISjgABBAVEBARBQMUDBWrxqLXUVkXx+NlK1dJvFVrvWtHWAw8q9dZ6gLYe1AOrKOIBKpcCIgJyQwKB3Mde8/n9MclmN+fuZjfZTd7Px2OT3f3MfOazs7NzvOdzWAxsaGi9NTMQ1Rf4BpgYXrYWXSPJZqHK07pAlAb8amwe97+/he4ZjlblFS4JQgkhIhT52a/uMjsl9+nKn43dqqFrkOqU3ZJohYDNMicph+HZwzEwSLfHqmMFITqxI5h3ercDZZj9ixzCbHpQVjNNOpBTM+0mzIDUUTWP7oQVkKr2+jiwp5ojB114PYoSq4dyixfc5jHFYtFIcVtwVfkocrmxH9HputpBV4sdZzcLHF+z/ASmaxopDqu/CVyF24s3giZwdotORpItZjd9LLpGqsNqNkGhrt8rs18Ws5mhoeoCUHoHCkDVSnWEfz5TVtMflEvz0aXCBikxKJiIW3afDrrZH1iVK0ZdVOzD7KPIh78GTrXNx6FMF5lldlKrrGY/ZDqt6hcKV3SK21je6RHUfgpVYNO9Vjlc8ygA0mHnURUUdnGRVWrnKG+q2WH5PsyBB0YT9m89PcnW6iBUkt1CqsPKD3+d2qp8IiFXe0KIyKh6/xudpJFEA7wWBT7woVAofv3sKtw+A5tVZ9nsMG8HCAGNbofV3mo8hgeFwqrL4U6IqPBhBpO2YPYZ4gEKMYNPJZhBpSzMfi9UTdoOzEBVbUCqCNiIGRDqhTlEeHrA/2SCglOuah8HdlVz+LALr09RopvBJ80FGRU20jQrXouiwuqlwuGl1ObFUa2TUmE1a03ZqkgttNJraRJp02wdoo+dwCZwQE1TPV/L94c0s/mdVW/bJou1/V7FjSLgf5g1QgYCx9BoB+AGCg3arM+xcry4K30oDZxVFvO3JDoNm1fzj5BXqXvD7o+pRQZm87pizP1gCvg0xda8cqrtZiBq6PZ0HFjMfXERZsCqDHP/HOrnqOkTT0VrWDrMfV6a05o4NSZ/wLwxUwzFI90UdnFRnmSOatcl001WT7v5XeRh1hg+KfxFdE93mvv+SIJRmlmbrL3IWbkQIiyqpv5/pIcVn6cueuW1mGGqKo9ZXd/lNRLn4CLiXmFVId8d/g4Dg3JPeXsXR4jEtxv4AvMC5lDNoxjzgNAFjGMU5X28FGd6KE3xAJBcbSG1zErKAStJuy3oO7TggNQBzDvBAU3mDIuiOstHVZaPslQvh6vceA2DUs1Dme5F80FGuRl80lPNY4YdDTt2uvhsVNl8lKf7OJLppsgNycUWXGUGlTk+jlmXRuqYjnf6GxiQEi0wgI8xLwBLMC+012E2FR0EvqMUxTY3R3BTigcnFo4hDVusOokOUOb1Uu0z0L1gU1rj/fWIDktDw2ZouHWzSaZRrNB7RPG8+BD+wAhdAA0OZFdRbfeRn1VNTrGD3T0qOXpvWl2TPIVZYyfMPqvTkzpAtD9SBrAVOGi2+tgztIoqh4/DGW50Q2NP90rS+1ix7tPN/VASMBJ/zdFwJOq+v+MdhYUQMaVqmnj7Q0nN1oRq7D3zXQPwWA3wQt+sZDyGD68PjCjeNRGdm6Zp6JqcwQvRamXASsw+LIowg0iVQAb4BipK+3oozvJQkurBazHwWZTZuS5g9+jYM3S0XqCP0kiusJCSbyVlr5WUPRbzRkSKj6o0M+hU1cWHK82H0oEK8BqKMt1DmdUMPqVX2kjXrehJTYyChEayx0qyx4pPV1QkeSnv7aWgpJruJQ62Uc6gg2kkdUu8k3YRJesxm4xuwRym/kcwshVlXi9HNDdFB90Y3RSunj4q032kY2MHFRxNakxrRFXhw1tu4LIbOIp0tCa2cdGx2ZSOR1coTeEqNUjqEcV91T7MjrLLgB5Q4fBS0LWaklQ3bpvBkXQ3Vp/GkTQ3WV3s5j6/DDMY1XYDpyW+PZi12Aog//hqqpN8FKW7AShKd5PktnAgt5o+PZLNIFRv4DvMQFQ7OFBShUXT6JYezWp3zZMglBAiLK2NEdXOrzADUQpY8KsTcBsGFl2j0u1tZQlFZ6RqztUDm4BeNewqrh52NZqmUVRd1E4lE3Hp0BY49D24ysGRCjmDIWdQe5cq/viAbzFriVQAPwKHwNPVoHi8h+JubspSvBiawm01qHL6qHL4cNkM/6V67dgVdo+O3aPjSNZxZFiwDtTMg4AX8IDPp/BoBh5d4bYYeCwGHpuBoYOuIL3aSrpmQ3eEfmFuMTTSK2ykVVg5aHdxMM1Fd5/G1h/LGNw1vV2GEhft7DCwFvOiugIqTvRyONlNkcWNRxl4yhUVqV4qPF68+QqOgCdNYemqkU81PUmKWdHK8KDKoNrqo0upLaJaESLx2ZVOmcMLHqiq8JFElINQxYACo4tiV89KXFaD0hQvTpdOlcNHpdPH7h6VpFVYsVl1c/r9RDQQUaf1A1AOVcpH/uBqSlM8eC2KbkUODnVxUZLqRlfQdYCd5ANWyMdsoj6MdonOjJv3EQA77z2nzZYpQSghRFhq23eHFYsKmLg2CGUEvJlfXs17Gw5g0TXyspI5c0j31hdUdE4B29onez9h6Y6lAJw34DzG9xrfToUSccHnge/egq+fgt0rG6bnjYcTr4RjzwNLJ25GUGsv8Dlmzad9wG6oyPBycLKLI3lu8y693UdlzUWL16LQFThdFrIr7CS5LGgKPFZzOpfNoMrhoyzZvNFgMTQcHh2lgdtqmANVYF7j2LwaNo9OssuGrVrHoXR0W+RXPxoaOR4HBVRzyOZC92hs3VnGoAFpWKW9U8Kp2u3DXWmQPtCKZg1juzCAT4AyKCvxsHtqJVW9ffh0RaXTR7nVi9tnoFdC8i4LKS4rKh0O5rkoqfag9YIUrKTHqFMxsz8oA+UFR6VudtwvOh0bGj5d4fMqqqqi2Dm5B7OT7GIgCQ7muqh0ejmS4cbq1ehW5KCwi5sj6W6cLp293avo3yXFPAZUYwZws6NXnA6rGtgFFMDuoZV40g1KUj2kl1tJclnIKLdRkuYhpcrGrn6VDP4+DW2fBj0xg1fHtm/x24oEoYQQYVH1R1wNJRoVOE395nzArsIKXlu9l33FVfzshF4ShBLha2Q73F68nfd2vIdCMT5XAlCdWtFOeOkiKPyh6Wl2f2E+Pvkb/Po1yGxq7OoOrhyz6d0OoBjUNkVxioeDp7so6+fBa1OUJXuoSDIv3i0GJFebJ9dOl96guZLdq2H36v4+bX2awm03cNl8uG0GmtJIrbRg85o1paw+rWGTpyjcfdeVRjevk3y9moPJ1ej5TrZ3q+DotFR0ub2fMA5/62JncQXKgJRSK31HJpNsC/FyZj0YBxUHqqvJH1NFdT8fJelequ3mhX5StYUMl50kn8XcBl3ALuii2Sjp48GxR2dHnwqGkI49BsHLMrxUu3zoXrC79aB+0kTnYVc6aDUj5LmjGIQ6gHkOXgSuHj7251RRluzFZTPocdiBhkZWqZ39OVUUpXvQlUbXPnbSv7GZtWL3IUGoUGwHvHAYF2V9PBzp4sbi00gvN4PX6RVWKpK8HM5wYfNqFA53k/OhwxzE41vMZo+d4N6IBKGEEGGp6xMqoF1dU9PWm8d8XtsnVF0YqrTaCxp4fEZEQxqLTqx+UFSI+op2wtOToTw/tOkLt8DTZ8OV/+t8gai9wIdAOXh3Ghy2ujl4kgtXng9Xqo/SZC9VTh+agtRKK8nVFuyehoGn5liURpLLQpKr7ftkslg1upU4KNCrOZjuQtuusWN4BUdpKSF9Bl+Fwltk4OhpIZotZOKeD7MGRTbtGhgprAlAlVd7Kbd76ep2ULmpjB7HOelpdTYfTDwMVRt97EivoMLupeQYN6WZXmwejawSO0nVFiy17bp1zJHA0oASSN9ppdrpo7CrG9tunR15Zv9Q0QxeVuPDU23g0g0cZTqaUwKjnZXFp6HbwKMpqnw+s8lyNE6N92HW0qmCXcdV4rYaFKe5Sau04vCYOzSLodGl1MaRDA8pVRZ2HVvJsd+kYynRzPmHR6EcHd0P4C022NuvisruPqrsProVOfz7i9pgX0GWOVrevr5VdOlmw7ZHNwfr2AEMaNsib7l7StsuEAlCCRF3vBi4MUiO159nvdiTCqGReGA/PXV9StVl9PXOI/RMd3Kk3M2EgXKbRTSjBLOfjOSa1/WCUGX4SKr57QzJGsKvh/wagN6pvdusiCKO+DxmDajAAJQ9BY6ZAn3GgDUJDm+FdS9CVUC/YeX55ny/+bzzNM37DvgcXGU+Dla4KBziwttdUdnd679bbvNqZJbaSKm0JmztIVu6Tk6+gwKbi8IUF9p+2N1Loy8pTc5TjpfCvS6O7HBjKIVzr4Wc4xx0TbWH35yvEvgSs4+tbkAuZrOreN3MjmAGJosx97tnYJa5jR3a4GJXTQDqcLIbiwEHrFVkeG0YmxRFQ930tSaT1siKVIbi4DoX+3pU4TpoUDjUhSfTIKPMRnqFtfkAZAZoSiN7q4MD9moKvW4sezQO9KmmVxT7hyrDiyoFl81HeomNGHY9JeKcOUKejkc3a4z6ShWWrCjsb2v6gzrcw0VpNw9H0t1oSqNLWfBvJrXKSkWSjyMZbhweCwcGVdG7KNmsSeUjcQLwbsyaRQrIw9zfxvqwVQQcgn1JVbjTDY50dZPcyE0Xp9tCSrWF4jQPydUW9o6uov+7NU0fv6HNg1AOa9t/qXF6lStE5+RDsdFbitdj0D8pha5x2CtlbU2mkKZt8KTuuaHVvVz142FcHh8lVR7yspIRokmfY54A/Qzzjrw/lqlQGhworqJbhvm72Vi4kRc3vwjAcdnHtUdpRXv77q2GTfCu/sjsiDzQqTfBU2cGT1u4BTYvgeMujH0544DxmSLfqCY/vRpPH4Py/l7KUr34dIXTpdOtyNFoc7uEo4Ejw0LOTgeHjnVx+LAbuoLNqZMbcOXvweAwbgp9Lqq3+/AeUmafPT6DVJ+Vqm987DumiqwcOzk4SAnllHoH8ClQihlQz8Dcj2mYd8B71jx6EB9Nsb7H3OeWYDYxyQPeAUZhjuLURpvCwQ3V7C6qpMzl5UiymzSsZLpslJR4KMnxUJnkJWuLgy2DysixOuhFkj846MZg548VlNo8lJV5KTrKjTVNo0ehE7s3xABiF7MGX/ZWOwVDXBQXukGD1N5WMqIQPVQoSvDgrjQwDHCW6ZDV6mxFArMZGm6LeZetqsxHalYrL9krMTvZLzfYM6yKyhRzEImcIju6Cv4ha2h0LbFzIKeaklQP+jGQtdJOss9q1ohshyB02PYAKzD3XQbm4BrJQF+gH+ZniEXc5QeosHg5lOaiKM+NoSkySxrfR2QGNn3srZGdaydtrw0yMWsld/B7pxKEEiKOFPnceFcbKA/sGFxB15w4DELVb4XXbHM81SC9NogVUDcKALfP/O8LI8gl2oYyFJUHfSRlW9DD6QQ2BryaQWGKi4ztNmxDdH9TT0NTeA0D2wHdPMkQ8WkTZp9DJ9A2NT++fqrhe7UBqNJ9UF0K3YaAMx0m3wMv/Tx42q+e6jRBqM1JpVR6fJT29VDS2wMapFRZSKuwhX6xniiSIMluIWubncPHurHs1WAg2NCxoXEYN8V4MCoVlT96qTDMCza9EqxK5xAuLCkaqXuseEoNCvu7SNGtdMNBJvYGtcSUW+FZqfDsMnCXGXgOGOCBpP0WkgwL1lTdvLjbS11QqivQBxgCpLbx+vFgBsu2YdZ+2I7ZRG1jTZmMmvfPIOY1dgo2VrOnqJIyt5cjSW7SlZVMZQcHdMFO8nYrR3q7KeheTeoOK6o/lFg95JGMAewur8RV4OOw3U1Vpo80q5Uuhbbwa/JlghMLmTtsFPX34NhnYYeqYEifNBytuJotw8NeqqjAS5Xbi+YGe7UObTdSuohDNqVTYfWgvOYIeamtvWTfb/7bm12Fu4uPI+lukqstJLsaz9fm080OtFM9JGdY2JVXyWB3GtpeLb6DUG7MPg23YNbi3FrzXjrmPvUwsBnz/KMPZkAqj+gE/Q1QWxW7Uipx+wzKc7x0KbdhNRo/floMsxbakXQPqVVWdo+tZMib6ejlGvwPOL7mEQ83JGJAU6q1A653PKWlpWRkZFBSUkJ6enr0F7Dkd/DD/8BqhxlvB/c5sfUDeOs68/kp/wdjr6lLqy6F534CZQWQfTRc8W5wvv+7Fb55xXx+2RLoHtC9/r418NIvzOejZ8IZf65L83ng2alw5EfI6A1XLAV7QG2Uzx6Czx8xn1/0HBw1sS7t8HZ4+iyz05+hF8BPHwou0wvnw/51kNwVrvwAUrrWpa15Hj641Xz+04eCT/RL98NTk8zhs486Faa/GJzva1fAtg/BlmTmG7gON/8X3viN+fzM24LXYeUR8253+UHoNhRm/i+487d3/gDrXwFNg6s+NC9Oau36Al6sKeO46+CMW+rSPNXw5OlwZIdZlv+3AqwBAaSP/gpf1KzDS/4D/U6uSzu0BRaeAoAafjHqp/P9SbquwZNnQv63kNINrv0UkgNuj61aCP+rKceFT5rfQa3i3fD4BPBUwtGT4eKXg9fhS78w16EjFa79HLr0qUv79jV4o2a9TbkvaB2q8kPw+HioOITW6wSzVkGgN641t0PdCtd+FrwOty2DF39mPj/1j8Hr0F0B/xgHxbsgsx/MWgOWgIPj+3+GlY+Zz69YCn3H1aUd+Bb+aa5DTrgMzn20Ls0w4PFx5nDsydnwuzWQ1KUu/dMHYdmd5vOLnoeh59elHdkBj4wwnx8zFX61KPizPjPV7MjYmgS/W23+fmqtfcH8rQP85H4Yc3VdWlmBma+nEnJHwjXLg/NdfIm5HQP89kvoFlBr4/t3YdHF5vNTbwr+LVeXmvlWHoa0XPjD5uB8/3sDrHnOfH7lB2ZzpFp7V5u/DWi4Dn0eeOQEKNkNjnSY/R040urSP7obVvzdfD79RRgyrS7t8HZ49ATz+dGT4devBpfp8ZOhYAOgwezNkN6zLu3Lf8J7N5nPz3kATryqLq10PzxYs231HG7+5gK9cD78+LH5/LqvIeeYurSN/4F/zzSf11+HlUfggcHgc5m/uT9uDc73P1fBhtfM51ctg96j69J2fArP/9R8PvJSOO+xujRPtVneqiNgscOc3eb+q9bSubDqH+bzX74Cg39Sl3ZoCyyo+a6OPtvsNDvQ/GHm7x3g/7ZCare6tMDt+6cPmfv/WsW7zXkBegwzf6+BnjwT9q02n89aA9kD69LWvVh3rJo4B06fW5dWUQh/r6lLnpwNN20PzvflX8IP75nPr/4Ieo2qS/vhf/DyRebz+tuhuwLu6wc+t/n60jdhwOl16ds+hK+ehAFnwNj/Bwe/h3+MpYFjpoC7HHbWfN7L3zH3yeUFcP8xDae/7ivIGdTw/Q5k1fd78K1N4sgxLtzpivQKK+nltro+cjoiA9gFpd09FB3lIaurnbSu5jHHjUF5kZfKQz58PoUzXyfliJVkpwU9RcNdZFBu9VLR04tKhyTNQmofK0lOC1Z0MrDhQ+HBwF1k4P3BQFUBh4BSUGlAFmhuoArsRTrJh60kVVhI8lhIslhwOnS0rpp5sTQAc+junDZYL7XN7w5jXsAdxLzo7I/ZnGcXZg2uwUAX4Awwcs1aYlX4sKOTjKVVgZla+Zuq2Xu4klKPlyJHQAAqkAvUXkVZjpfigR4sSRpZvewkWS1gQOV3Po5obihUdK10kJTSynIdgYNOF+5uBj2qnGT0sTEoLy3soJYLH3upogg3bgyOGG5c2w267LKRccAmN1M6uWp8FOgucl1J9OqSRN6oVrYSWA4lP3jYainj8DA3lRlecg8lYTGa3m4VigPZ1ehejR5fO+njTaZ7Nydc0OQs7Wsv5uiXJcCPQD5mraIczP3aEcz9fgpmQKorZr9vOmZ/dxk1jy4Bz8OJ/e2Bg6uq2e2qJL9fNUaWomehs9nawwpFflcXaNCz0EmvFUn03J5k1oLKrSnrSMwR82LYYq7fnHcA2HnvObFbSD0JcWtrwYIF9OvXD6fTydixY/nqq6+anf61115j8ODBOJ1Ohg0bxrvvvtvs9G1u7QtmfxPFu+HwtuC0jf8xT4TLC2D5PWa1k9pHdTHkb4CKg7Dr8+A0pcwgR0Wh+TiwPjht52fmhWnlYfNiMTDN6zaDVFVFZv7uyuD0ZXeZy64uNk/yA9MOfgdVxebF75rnG5ZpxwpwlZkdw1YWBqetfMy8qHBXwLevBqcV7TLXkacctrzbMN/Nb5kX8JWHoWRPcNq3r4K3ynx8+Q8zQFb7qDgMxXvA64L9a0EzgtPXPG9e4Hhd5oVfYNr2j8Hwmo/PHw5O81SY/YooLxzZDt7q4PTPH6p7vvtLMzBS+8jfiFkbSKF98zI6yv8w078FNKg4ZK5rw1f3WPkYaLr5+P7d4LQjP5oX0roFtn8YnGb4YMdyM8jjqYbSA8Fp37xsXihb7GZAqfZzG1608nw0Vyma1Q4FG4PSMLyw6XWwOs0g1JEd4PPWPbZ+YKZZnbDyHwFpHqgqMbd7qxPK8s3vwOepe3z9VN28+RuC0/atNgNB1iQzgOZzBz+KdprzucvBVRqc9sWjdfPuWGH+Hmofh7bUpf243CxT4GP/2rpAQnlBcNq6f9XN+92S4LTineZ3bksyg2Oe6uDH1g/r5i3eHZz2/dvmfLYkcxmeqrpHeYH5+7Ummb/nwDRPFXyzuG7eQ1vMaWsfOz8LXoeBadUlUHnITKv9rmp/u+4K+OKxunn3fBmcduAbc3m169dVHvw4vLXme3WY5Q9MW/NsXb5bPzD3JbWPg1vqtodDW8x9UOBj98q69OJd5meofWx8oy5t43+C04p3m0Foq9PcVqqKgx+b/1s3b+G24LRtH5qfw+qADa+a30Hto+yAuZ+wOmp+z4VmwKv28fXTYHGYj/3r6vbXlYfNdWpxmL/HH5cHp1UcNn8vtb/Xkn11x4GKQvN3U5v24yfmfqT2sX99XdqhLWZwPvCR/63ZH5LFZv6WA9O+eaUu7fu3zcBq7ePgZtBt5qO6JCAt33xs+7Au/dAP5rqpfXz/X3PfoVvN7bX2/dIDcPhHcx+v1yx3w7/NY0XtI38DbA8IihduafwY/MPSugBUWk/oOcJ8XrSr8ekPNZFPDLXHeU/B8dWQpNGz0Elmmb1jB6DAPAPuBun7bKQfslJU7KbI4+aAUc2BgmoqC7ykHLSQu8ZJ931OUjOs6Gka6GDvqpOFnV4bksj83oan2uDgPhf7S6s4gpsDVHHAV0XB7moKd7goxM1Br4sD2dXsPaGK3SMq2ZNXyYF+VRQe7eLQCS4OnFLF3gmV/Di6nE2DS1jXo5jNnlL2VldSvNON9y0DlgA7CW1U2kh8D7yBeTG3FjMQNQQYiHkBlId5Z74SfOsVxWVudqyp4NsdJfygythNJdspZwMlrKeYHyhjD5UcxkUVvqD+IVtSG4Aq8XgocrjJMBoJQAE4QOutkX7IRu43TmwlGgcPuCg0XBw+5OaQ3YXjgE7PfUkkJUfhKi4LurrtaCVQaHVRvtPLvh1VIc/uxWAvlWyilEJcHMbNAaoxqhXdDjvIyLdJLSiBDXOEPA8GVa7Wj5Dn26/YnVlJdaqP8i5eMkvtzQagoK5ZnstpUNbdy74uVbiKfeaokfHEjdn07l1gL3g2GBzBza4zK9h0bgnfnVTK7tMrKTrbjXeYYdYsPYDZRO9L4AdgA7AGsxbVh8B/gGeAlzGbIH+GWYOqkCYHxHFvM9iXXkV5khdXhkFWib3F5uu169htNShL9nJgfDWuXj4z2L8ac3//BbC4ppwdqOpQ3DfHW7x4MbNnz2bhwoWMHTuW+fPnM3nyZLZs2UK3bt0aTP/FF19w8cUXM2/ePH7605/y8ssvc/7557N27VqOOy4O+gQp3hPe9FozG2+jaaqZ9CbSNC14+DJNC04PTEM1zFcF7BybS6ufrgwzaFH7vP68RjP5GiHma/jMAE3gdIYn4HW9OGxgWv10ZdTdga+fpunmxXng68D0wDRlgB64XBWcr16vTEHL1MygUmCar+ZooHzBaWAGPPz5NpNWP1/DawbSapehB+wqNL0uDYLTGss3sDaT8tXNq1mC03RLcL61F7j+fAPSUA07C/YGnARaAk5UNV/D8game6vr5lU+s4aif149ON/A2m31y6Rbg9N9nrp5DU9wmm41g0K1bPXOOAOXqVuC05VRN6/VGVybxuoInjcwrbF8A2s8alpwemAa1Ctvktm5c2P5QnCaxRY8r6Neu5LAdWhLCk4PXIfKCK59ZXMGz+usV2u1fr7OjIBEVZdueILT7KnB8wbWmmuQrzM4XbcGb/9JmfXmDUzrEvx5fAFpFrtZe9S/nOTg9MA0CN5HJHWBlIDO/Q1vXbpugZSAqhTO9OB5U+sdU+vnG5hef5+X1r3ueWVh8L40MA2C05K6mIGgWlZn3f5bU8Fpml43b4/joddI80ZI5RGzhpnhMwNKtTUSXeU0y9nFrJlau819cl/j07lbyCfK2uu8p0u1jbTKFjpp7mhSgDTostWGSoLyAi+OKgs5h+0k7bGglWpmM44cGt62zQDdqZF2wEbaahvVfXyUV3gp7uE2azoVAG6weMFSpmGx6DjSdCxKw1KioTSFx6pwWw2qUjwYqUC22UTD5tWxuTQch3VKD1qwuDW0VEgyrKStt5K6wUraUVasx+jRadbaWPO7ZMxmswGHEa9uUNLHQ/ExHkrKPRguhUdTVB7xUqX5cPUysNg07OhBD2vNNqWjkYQFBzoOLP50R83/2tpEBzZVse9wFSVeD8UOD10MW/N9LzmAXmDdp9Ntg5OKgV6KfG5wQdfddlL3WM2mN1HatC1dNLLL7BRYXRRpbrQ9YC/RSU6yYE3SsSZpWJM1tCTNv90oFIW42U8VbgxK8VCCBx3IwkZqkRWtWjMvqDOaW7roDCxoWAyzVmaV10cIYwA1rRj2J1dR7fJxuLcbp1sntSq0EIDDYyGt0kpxDzdJWyzs6lHJMfvTzJqR8WAfeD4zKPN4KfN4KEv2Un2qD7qBJ0nhspvrrjTFgjVTgzxIdllJK7eSWmAlbbcV6yHd31wRMPepSfUeyTX/dcyAfFfMjs5zah5JsLeqErfboLibh1SfBacntKC33aub6zjN7MR8z/gqBuakmoGoHzBvCvTD7MrgW2AM5g2BBBf3zfHGjh3LiSeeyGOPmc0aDMOgT58+/O53v2POnDkNpp8+fToVFRW8/fbb/vdOOukkRowYwcKFC0NaZkyb4+1fD5/ci+HxoqxOfBNuMpsr1NAKNqB/8xwAxtHnoPqfUTevpxLLF/ebd+dTe+Ab/39BWevf/Rtt7yoAfCfdCGm96hKLdmBZ/TgAqu+pGMf8tC7N8GJZ+SBUHYakLHwn/T7oIl3b/j76DrNZi3HClaisgCYZ5QVYvnwYlEL1PAHj2IuCymT5egGU7QN7Kr4xNwRdnGp7vkDfalb/M4ZOR3U/vm7GqiIsXz0KhguVNQhj+KXBn/Wbf6Ed+QEsdnxjrg+6iNTyv0Hf/B8z34E/QfU+yUxwg7e8HMtGswaWkdoL1/CrcLot6DW/An37G2iHvwHAe/Ks4O/myHYsG14EHxjdTsWTdxreZAObVUf3ebGs/gdadQkqORvfCdcEBWf07e+j7/8KUHiHXwHpdc22VPkBtJp+S7zdTsDdbwo+XWFFIynJgmXNP9EqC1GOdHwnXG1epPnX4edYdn0CSuE79iJU1tEB6/AwlnXPoCkvRtfBGIOD689aNrwEpXvA6sQ38irz4tu/Dtej//i+uQ4HTMXbfRhezcCqdFzFJTg3PYvhrUZLz8M1aHpdpgrsPy7BfmQbPl2jdOgMrI4syr0+1hyuYjR7yNpjfudluROo6jEKu0/nR7dBcUkZA3e+RC+bB2tKN6oH/4oUl83c0QP6jx+gHdwA1eAbeAlkdasbIa10H5bNZjMv1WMURt6pAWVSWL55xqw948zAd9wlQQEsbe8X6Pu/BsA36HxURsCevfIQ1k2LQCmM7CEYR50VvA43LUKrPISyJuE77tdmjR3/OlyHZa9Z28J31OTg78ZVgmXTYjTDg5HRD+Po4Oqvlh+WoJXuRelWfMf9Kvi7ObwFy85lZr59TkF1G1Y3o6cKy3evoHldqJTu+AYFf+f6jg/Ri8ymUd6hvwRHze/GC9re3Vj2vgcOMHqPwtdzNBUVZjBA+bzYty7C6q3GZuuK0e8CyLT6T4j0vV+gHdpklunoaZASEHSoOIhl6xIzn+xjMXqPD/6sm18z92n2FHyDfha87ylYj56/FoDiPifxoedHRthHkWJJweouI2XHu6B8eNL6UdRrHBYFdl03R3vZ/QFl3p3srzrED3mjOLHnyfTSutWsw+/R930JgNFnAkZmwD7NU4Hlh7fQDA8qNRdf/0nB63DXx+ile83VNvhCM0BUW96SXVj2mM0CfT1GoboGNIn2ebD88Caaz4VK6orvqMlBwXN93yr04prvZsA5ZoCkNt+KAv93bmQfi9F9RPA6/OFNM9DnSMN31BTQAvY9BevRDpvNMn19zwwOQlUdwbLzQ1AGqstRGLljgvP98X1wFYPFia/LT8Co+d2kgVb9PfrBb80yOcahknubJ2bZgLscy47/gfKhUnMxek8wh0e3+PBYDBx7V6C7C3G6bVTnTaUq2Sxvss+KrXAn+uG1oINx9EhUl6MC1qEL656PsWVkQq/R5r5w0xt1NZXGXF0T1OphBgC/ewtevYxGOdJhxhKzOSzAx3+FT/7W+LS/+Bcce27jaTHQHuc9q77fQ1F+3N+XjA0D885+MmbTDR9mDaDaWGlSE/PVUpjDngOkgpGp8FoUFpeGflgzm9yFkI/XauBxNF5XyFqu4ayw4KzScRgWrKmaeTc/mvFCA7PpXVnN65Sm83c5DKpSvFRafHjsyuyzJJ0m21fUBtbsHg27V8fq07D4zP9NKfZ5KLGZX0KyN8QaTB7M4eztQLZ5X0k7iPkdtfQ9RqDSat4QzalykKxbzFv7LXwnFUleitM8eGtOPJ1uHb22Roobs8mmlfgdLVG0mUqrj2SvhRw9Cv3DKigudVOS6cWmadg8oTeGMnRFtcUgqdxCN4sj/vooqgQOgkdTuJJ9VGf5qE4y8FmC96ZWr4az2oKjSsdZZcHqDazAgPn7q1cXIYiO+dmdAY96v9PDlW7KU704lY7ezP6tPkNXVCcZJFdYyCkI+L5dAWVyYp5jxWBf9p2tlCSbhYtG92l54iiJ6yCU2+0mOTmZf//735x//vn+92fMmEFxcTFvvfVWg3ny8vKYPXs2N954o/+922+/nTfffJNvvvmm0eW4XC5crrq7zCUlJeTl5bFnz54Wg1DhBqkKPltF9w8ns+voO3Al9wtrXhEdPi+gMANPFrNCDmCegPkwTyBaOhf3mPMqPTrngEoDrQp8mlkOj9WH0xZfY6AG3oTxGVCuPGRYbLi8Bh4MLBYNwwdJVot5HqrMaZKwcaDKwwObDnJuXhq5dhvVmo9q3UABTq+G1j2LHYUVVLp9nGK30CPdhs2rNX2gM0iQxsQJRNU86q1Xj6bAq6jQfHTRbXXTtnFliX2efTxe/ChTkn9KF0tXHLoFA4XymHeYK2w+dJ9GssViNiPSoEvvNPZ7zNtbvXx9yC5tWItEhKG2Umxjv71QfpNeMHRw48NZW/PSBT6bWQHUv0m5afK378zKIm/iRLOZqKaZfUB98bDZRHT6izBoSt3EgX1pBXKkwWVv1fVF9dl8+PD2psvdhn1Ctdd5z1db9+Muk+oXpGJe0DTR3CIkdsyaOeXErOmE1avh9FhwOHQs0RgswiA48NYIBVQn+6hM8TW4uAPMIHQ6YfVboimw+DSsvtrAlIbVp+H2GJRp3rA+QgO1+xB3s1NFjW6AbmhmTTc0dE3DooGu6eiaea5ZlurFZW9m46rG3G6EqGFBo6ve+qiP4VMc1tyt3iV18dmw2+LnBNxXrah2Nx50aklgUMoSRsAoiI65v3eCz6o4bGn9DifrsB2rp5nyJGPWloziefgxI6ykpaWhNdcCK8ri+rZXYWEhPp+P7t2Dq/J3796d77//vtF58vPzG50+Pz+/yeXMmzePO++8s8H7ffo0Hw3s2rUrhYWFzU5T35HqNLL1JPpuvSOs+YRIZEOAMxyYzRMas7cNCyMS0jGA2QV1I6OdNWVzy5OIBNNnDEycCPZkvG4v1u5DzUEDso82H4FyBkHeOLN/sEDTX6wLQPk8Zp6Xv2s27Xs3uIYxeePbtFPy9jrv0VIyURVFrSi5EEIIIRLV4SNFZGV2abPlxXUQqq3MnTuX2bNn+18bhsGRI0fo2rVrixHB0tLSsJbVa0wfKgd/jFZ1JOxyVlRUMHXqVN577z1SUlJanqETk3UVnrZYX4Xlbkpdzd/ZTHdYyU6Nt3q+wWTbCl2019Xh6sOUe8K/TZxqS6Wrs2vLE7Yj2a5CpFtx//AlE8+aynuff0t6txOh24l16TXH5JSUFCwWizmiYv0gVN64uucWG/StaSLae3TDINSYq+iI6p/3FBcX0+/YEfzvky9Ile0vKioqK5k6ZSrvLX2PlORWjmwlAFmnsSLrNfpknUafrNPYqKis5OyJE7DobdvEIa6DUNnZ2VgsFgoKgqtPFBQU0KNHj0bn6dGjR1jTAzgcDhyO4Pa2Xbp0iazQoYiwnymjtJR1+QZJR51EarT7qupgZF2Fpy3WV2rLkyQE2bZCF+111VG2ocbIdhW60tJSNu4uIj09veUm8ceeZ3Y4XvhD3Xuf/A1yjmk4bf1R8LIHwZC26wsK2ve8R1UUMebo3Oj3hdlJlZaW4jm0gxMH9pR1GiWyTmND1mv0yTqNPlmnsVFaWopRfrhNm+JBnPeqYrfbGTVqFMuWLfO/ZxgGy5YtY9y4cY3OM27cuKDpAT744IMmpxdCCCFEB2Wxwa//DakBAZlP74fXr2n4+PSBumlSe8CvX2s4CmeMyXmPEEIIITq6uA5CAcyePZsnn3yS559/ns2bN/Ob3/yGiooKrrjiCgAuu+wy5s6d65/+hhtuYOnSpTzwwAN8//333HHHHaxevZpZs2a110cQQgghRHvJ7AtX/s+s2RSK7EHm9Jl9Y1uuJsh5jxBCCCE6srhujgfm0MOHDh3itttuIz8/nxEjRrB06VJ/J5y7d+9G1+tiaePHj+fll1/mlltu4U9/+hNHH300b775Jscdd1x7fYSocTgc3H777Q2q0IuGZF2FR9ZX6GRdhU7WVehkXYUuonWV2Rd+8zl89xZ8/TTs/qLhNH0nwIlXmk3w2rgGVKD2OO+R7S/6ZJ1Gn6zT2JD1Gn2yTqNP1mlstNd61ZRSMRpAVgghhBAiDh3aYj7c5WBPNUfAa8NR8IQQQgghOisJQgkhhBBCCCGEEEKImIv7PqGEEEIIIYQQQgghROKTIJQQQgghhBBCCCGEiDkJQgkhhBBCCCGEEEKImJMgVBu4/PLL0TSNa6+9tkHaddddh6ZpXH755VFf7pEjR/jd737HoEGDSEpKIi8vj+uvv56SkpKoLyua2mt97dy5E03TGn289tprUV9euNprvQA88cQTnHbaaaSnp6NpGsXFxUHpO3fu5Morr6R///4kJSUxYMAAbr/9dtxud0zK05J4XlfLly9vcjv7+uuvY1KmlsTzPuqbb77h4osvpk+fPiQlJTFkyBAefvjhqJclVPG8rp577rkmt62DBw9GvUytsXLlSiwWC+ecc07Ml3X99dczatQoHA4HI0aMiPny2tKKFSuYNm0aubm5aJrGm2++2eS01157LZqmMX/+/GbzfP311znrrLPIyckhPT2dcePG8f777zc5/b333oumadx4442RfYg4FMp63bx5M+eeey4ZGRmkpKRw4oknsnv37pDy37ZtG2lpaXTp0qVB2vz58/2/8z59+vD73/+e6urqVn6i9tfSOi0oKODyyy8nNzeX5ORkpkyZwtatW5vNs7q6mssvv5xhw4ZhtVo5//zzG0wT7vacSObNm8eJJ55IWloa3bp14/zzz2fLli1B07R0TtKYzz77jAkTJtC1a1eSkpIYPHgwDz30UIPp9u3bxyWXXOKfbtiwYaxevTpaH69NxPP5YiCXy8WIESPQNI3169fHpDxtYcGCBfTr1w+n08nYsWP56quvgMivWZ988klOOeUUMjMzyczMZNKkSf48GxPqcTCRNLVOAymlmDp1aovnCfUtWrQITdMa7FvLy8uZNWsWvXv3JikpiWOPPZaFCxeGVW4JQrWRPn36sGjRIqqqqvzvVVdX8/LLL5OXl9fq/D0eT4P39u/fz/79+7n//vvZuHEjzz33HEuXLuXKK69s9fJirT3WV58+fThw4EDQ48477yQ1NZWpU6e2epnR0B7rBaCyspIpU6bwpz/9qdH077//HsMw+Oc//8mmTZt46KGHWLhwYZPTt4V4XVfjx49vsJ1dddVV9O/fn9GjR7e6XJGK133UmjVr6NatGy+++CKbNm3iz3/+M3PnzuWxxx5rdZkiFa/ravr06Q22rcmTJzNx4kS6devW6nJF09NPP83vfvc7VqxYwf79+1udn8/nwzCMJtNnzpzJ9OnTW72ceFNRUcHw4cNZsGBBs9O98cYbrFq1itzc3BbzXLFiBWeddRbvvvsua9as4fTTT2fatGmsW7euwbRff/01//znPzn++OMj/gzxqKX1un37dk4++WQGDx7M8uXL+fbbb7n11ltxOp0t5u3xeLj44os55ZRTGqS9/PLLzJkzh9tvv53Nmzfz9NNPs3jx4nY9lkZLc+tUKcX555/Pjz/+yFtvvcW6devo27cvkyZNoqKiosk8fT4fSUlJXH/99UyaNKnRacLZnhPNJ598wnXXXceqVav44IMP8Hg8nH322UHrrKVzksakpKQwa9YsVqxYwebNm7nlllu45ZZbeOKJJ/zTFBUVMWHCBGw2G++99x7fffcdDzzwAJmZmVH9jG0hXs8XA910000h7b/j2eLFi5k9eza33347a9euZfjw4UyePJmDBw9GfM26fPlyLr74Yj7++GNWrlxJnz59OPvss9m3b1+DacM5DiaK5tZpoPnz56NpWlh579y5k//7v/9r9Fg1e/Zsli5dyosvvsjmzZu58cYbmTVrFkuWLAl9AUrE3IwZM9R5552njjvuOPXiiy/633/ppZfU8ccfr8477zw1Y8YM//vvvfeemjBhgsrIyFBZWVnqnHPOUdu2bfOn79ixQwFq0aJF6tRTT1UOh0M9++yzIZXl1VdfVXa7XXk8nmh9vKiLp/U1YsQINXPmzGh9tFaJh/Xy8ccfK0AVFRW1WN6//e1vqn///uF+zKhIpHXldrtVTk6OuuuuuyL5qFERD+urVij7qN/+9rfq9NNPD/tzRkMirauDBw8qm82mXnjhhYg+a6yUlZWp1NRU9f3336vp06erv/71r0Hptb+dt99+Ww0bNkw5HA41duxYtWHDBv80zz77rMrIyFBvvfWWGjJkiLJYLGrHjh3NLvf2229Xw4cPj8Enig+AeuONNxq8v3fvXtWrVy+1ceNG1bdvX/XQQw+Fnfexxx6r7rzzzqD3ysrK1NFHH60++OADNXHiRHXDDTdEVvA419h6nT59urrkkksiyu+mm25Sl1xyiX8bDnTdddepM844I+i92bNnqwkTJkS0rHhVf51u2bJFAWrjxo3+93w+n8rJyVFPPvlkSHnW7ptD0dj23BEcPHhQAeqTTz5pkBbO+VtjLrjggqBt/uabb1Ynn3xypEWNG/FwTG/pu3n33XfV4MGD1aZNmxSg1q1b14pP3H7GjBmjrrvuOv9rn8+ncnNz1bx58xqdPpJrVq/Xq9LS0tTzzz8f9H40joPxKJR1um7dOtWrVy914MCBJs8T6vN6vWr8+PHqqaeeanTfOnTo0AbXLSeccIL685//HHLZpSZUG5o5cybPPvus//UzzzzDFVdc0WC6iooKZs+ezerVq1m2bBm6rnPBBRc0uMs7Z84cbrjhBjZv3szkyZNDKkNJSQnp6elYrdbWfZg20N7ra82aNaxfvz7uao6193oJVUlJCVlZWVHLLxKJsK6WLFnC4cOHGy1XW4uH9RXKPkq2LVNL6+qFF14gOTmZn//852F8sth79dVXGTx4MIMGDeKSSy7hmWeeQSnVYLo//vGPPPDAA3z99dfk5OQwbdq0oDvKlZWV3HfffTz11FNs2rQp7mp7xQPDMLj00kv54x//yNChQxud5rTTTmu2uYlhGJSVlTX4zV133XWcc845TdZA6agMw+Cdd97hmGOOYfLkyXTr1o2xY8c2aOJw+eWXc9pppwW999FHH/Haa681WcNq/PjxrFmzxt+c4scff+Tdd9/lJz/5SSw+StxwuVwAQTXJdF3H4XDw2Wef+d9rbJ2Gq6ntuSOobboU7mdraR+wbt06vvjiCyZOnOh/b8mSJYwePZqLLrqIbt26MXLkSJ588smIyh0P4uGY3piCggKuvvpq/vWvf5GcnBxxPu3N7XazZs2aoOOFrutMmjSJlStXNjpPY+c4/fr144477mhyOZWVlXg8nqDfQCjHwUQUyjqtrKzkV7/6FQsWLKBHjx6N5tPYOr3rrrvo1q1bk9fA48ePZ8mSJezbtw+lFB9//DE//PADZ599dugfIORwlYhYbQTx4MGDyuFwqJ07d6qdO3cqp9OpDh061CDKXt+hQ4cU4L8LXBtlnz9/fljlOHTokMrLy1N/+tOfWvNxYi5e1tdvfvMbNWTIkNZ8lKiKh/US6p20rVu3qvT0dPXEE0+EnHc0JdK6mjp1qpo6dWrI+cZCPKyv2nxa2kd9/vnnymq1qvfffz+svKMlkdbVkCFD1G9+85uw8m0L48eP939ej8ejsrOz1ccff+xPr/3tLFq0yP/e4cOHVVJSklq8eLFSyqwJBaj169eHvNzOWBPqnnvuUWeddZYyDEMppRq9A3zppZeqOXPmNJnvfffdpzIzM1VBQYH/vVdeeUUdd9xxqqqqSimlOlVNqNq7ycnJyerBBx9U69atU/PmzVOapqnly5f7p5szZ4669NJL/a8LCwtVnz59/LVUGqsJpZRSDz/8sLLZbMpqtSpAXXvttTH7bO2l/jp1u90qLy9PXXTRRerIkSPK5XKpe++9VwHq7LPP9k9Xf50GCrUmVGPbc0fg8/nUOeec02StuebOSZraB/Tq1UvZ7Xal63qDWg8Oh0M5HA41d+5ctXbtWvXPf/5TOZ1O9dxzz0Xl87SVeDimN/XdGIahpkyZov7yl78E5Z2INaH27dunAPXFF18Evf/HP/5RjRkzpsH0TZ3jnHHGGerRRx9tcjm/+c1v1FFHHeU/NikV2nEwEYWyTq+55hp15ZVX+tMaO0+ov04//fRT1atXL3Xo0CGlVOP71urqanXZZZcpQFmtVmW32xvUPmtJ/FeH6UBycnI455xzeO6551BKcc4555Cdnd1guq1bt3Lbbbfx5ZdfUlhY6I+u7969m+OOO84/XTj9x5SWlnLOOedw7LHHNhtBjiftub6qqqp4+eWXufXWW1v/QaKsPddLKPbt28eUKVO46KKLuPrqq6Oad7jifV3t3buX999/n1dffTWq+UYq3vdRGzdu5LzzzuP2228P725LDMT7ulq5ciWbN2/mX//6V3gfLMa2bNnCV199xRtvvAGA1Wpl+vTpPP300w1qOIwbN87/PCsri0GDBrF582b/e3a7vcP1RRRNa9as4eGHH2bt2rXN9gXxwgsvNJn28ssvc+edd/LWW2/5a5rt2bOHG264gQ8++CCkPpA6mtrf8Hnnncfvf/97AEaMGMEXX3zBwoUL/bVF5s2bFzTf1Vdfza9+9StOPfXUJvNevnw599xzD//4xz8YO3Ys27Zt44YbbuAvf/lLXJ6PRIvNZuP111/nyiuvJCsrC4vFwqRJk5g6dWpQLcn66zRcjW3PHcV1113Hxo0bg2qOhaqpfcCnn35KeXk5q1atYs6cOQwcOJCLL74YMH8Ho0eP5p577gFg5MiRbNy4kYULFzJjxozIP0g7icfzxUcffZSysjLmzp3b6rwSSXPnOMuWLWtyvnvvvZdFixaxfPly/7Ep1ONgR7RkyRI++uijFvu/C1ynZWVlXHrppTz55JONbv+1Hn30UVatWsWSJUvo27cvK1as4LrrriM3Nzfk2tEShGpjM2fOZNasWQBNVseeNm0affv25cknnyQ3NxfDMDjuuOMajDSWkpIS0jLLysqYMmUKaWlpvPHGG9hsttZ9iDbUHusL4N///jeVlZVcdtllkRc+htprvbRk//79nH766YwfPz6oA8v2FK/rCuDZZ5+la9eunHvuuVHNtzXidR/13XffceaZZ3LNNddwyy23hPmpYiNe1xXAU089xYgRIxg1alQYnyj2nn76abxeb1DHoEopHA4Hjz32GBkZGSHnlZSU1OlOKsPx6aefcvDgwaCOdX0+H3/4wx+YP38+O3fubHb+RYsWcdVVV/Haa68FnVSuWbOGgwcPcsIJJwTlu2LFCh577DFcLhcWiyXqnydeZGdnY7VaOfbYY4PeHzJkSLMBgI8++oglS5Zw//33A+Z2bxgGVquVJ554gpkzZ3Lrrbdy6aWXctVVVwEwbNgwKioquOaaa/jzn/+MrnfcXjRGjRrF+vXrKSkpwe12k5OTw9ixY6N286ep7bkjmDVrFm+//TYrVqygd+/eUcu3f//+gLkdFhQUcMcdd/iDUD179mz0N/Cf//wnastva/F2vvjRRx+xcuVKHA5H0PujR4/m17/+Nc8//3yrl9FWsrOzsVgsFBQUBL1fUFAQ1Ews0mvW+++/n3vvvZcPP/ww6OZUa4+D8ayldfrRRx+xffv2BqOwXnjhhZxyyiksX768QZ7bt29n586dTJs2zf9ebaDVarWyZcsWcnNz+dOf/sQbb7zhH+H4+OOPZ/369dx///0ShIpXU6ZMwe12o2lao22EDx8+zJYtW/xDTgIR3dWoVVpayuTJk3E4HCxZsiTh7lq29fqq9fTTT3PuueeSk5PT6rxiob3WS3P27dvH6aefzqhRo3j22Wfj5mQ5HtcVmBcgzz77LJdddllcBYbjcR+1adMmzjjjDGbMmMFf//rXiJcVbfG4rsAcOvfVV19tda2BaPN6vbzwwgs88MADDWqynX/++bzyyitBw2SvWrXKf+JYVFTEDz/8wJAhQ9q0zIns0ksvbXAyOHnyZC699NIW+6B75ZVXmDlzJosWLfKfZNY688wz2bBhQ9B7V1xxBYMHD+bmm2/u0AEoMGvgnXjiiWzZsiXo/R9++IG+ffs2Od/KlSvx+Xz+12+99Rb33XcfX3zxBb169QLM/jvqHztr16dqpN+0jqg2EL1161ZWr17NX/7yl1bn2dz2nMiUUvzud7/jjTfeYPny5f6gUSwYhuHvuwtgwoQJYf8G4l28nS8+8sgj3H333f7X+/fvZ/LkySxevJixY8fGbLmxYLfbGTVqFMuWLeP8888HzG1q2bJl/sBfpNesf/vb3/jrX//K+++/3yBo3ZrjYLxraZ1efvnl/hsatYYNG8ZDDz0UFGQKNHjw4AbH91tuuYWysjIefvhh+vTpQ3V1NR6Pp9FjVXOjFNcnQag2ZrFY/M0JGjtRy8zMpGvXrjzxxBP07NmT3bt3M2fOnIiWVVpaytlnn01lZSUvvvgipaWllJaWAma100Q4UWzL9VVr27ZtrFixgnfffbdV+cRSW6+X/Px88vPz2bZtGwAbNmwgLS2NvLw8srKy2LdvH6eddhp9+/bl/vvv59ChQ/55m+oIr63E27qq9dFHH7Fjx44GB4j2Fm/7qI0bN3LGGWcwefJkZs+eTX5+vr9s7R0kjrd1VWvx4sV4vV4uueSSiJYVK2+//TZFRUVceeWVDWo8XXjhhTz99NNBQai77rqLrl270r17d/785z+TnZ3tP9EKx7Zt2ygvLyc/P5+qqirWr18PwLHHHovdbm/NR2p35eXl/n0NwI4dO1i/fj1ZWVnk5eXRtWvXoOltNhs9evRg0KBB/vcuu+wyevXq5Q9avvzyy8yYMYOHH36YsWPH+n9zSUlJZGRkkJaWFtTsBMy7/l27dm3wfqJqab3+8Y9/ZPr06Zx66qmcfvrpLF26lP/+979Bd5bnzp3Lvn37/E2d6gdQV69eja7rQets2rRpPPjgg4wcOdLfHO/WW29l2rRpCXHO1pyW1ulrr71GTk4OeXl5bNiwgRtuuIHzzz8/KGBdf52CWUvW7XZz5MgRysrK/L/vESNGAC1vz4nsuuuu4+WXX+att94iLS3N/9kyMjJISkoCQjsnqb8PWLBgAXl5eQwePBiAFStWcP/993P99df7l/373/+e8ePHc8899/CLX/yCr776iieeeCJuasFHIt7OFwNr7wCkpqYCMGDAgKjWeGsrs2fPZsaMGYwePZoxY8Ywf/58KioquOKKK0I+xznzzDO54IIL/IGr++67j9tuu42XX36Zfv36+X8DqamppKam0rVr15COg4mquXXavXv3Rq/B8vLyggLWgevU6XQ2OI7X1qSqfd9utzNx4kT++Mc/kpSURN++ffnkk0944YUXePDBB0MvfFg9SImItNRZYv1O7z744AM1ZMgQ5XA41PHHH6+WL18e1JFYqB3T1XZ019ijpaGs21N7ra9ac+fOVX369FE+ny/yDxED7blebr/99ka3o9phZ2s7CW7s0R7ieV3Vuvjii9X48ePD/3AxEM/7qKbWZ9++fVv1mSMVz+uq1rhx49SvfvWryD5gDP30pz9VP/nJTxpN+/LLLxWgvvnmG/9n/e9//6uGDh2q7Ha7GjNmjPrmm2/80zfVqXNjJk6cmHDHwVA1tV001ZFuYx2yTpw4MWj6ptZXc53zdrSOyUNZr08//bQaOHCgcjqdavjw4erNN98MymPGjBlq4sSJTS6jsW3Y4/GoO+64Qw0YMEA5nU7Vp08f9dvf/rbFAS4SQUvr9OGHH1a9e/dWNptN5eXlqVtuuUW5XK6gPBpbp3379m323COS7TlRNHVMCDzfCOWcpP4+4JFHHlFDhw5VycnJKj09XY0cOVL94x//aHBe/N///lcdd9xxyuFwqMGDB7fbYDStkQjni7USuWPyWo8++qjKy8vzH9dXrVqllAr9HKdv377q9ttvD3rd2DyB09TXUTomr9XUOm1M4LZaq/46ra+x38iBAwfU5ZdfrnJzc5XT6VSDBg1SDzzwgL/z91BoNQUSQgghhGh3y5cv5/TTT6eoqKhBXwZCCCGEECKxxUenLUIIIYQQQgghhBCiQ5MglBBCCCGEEEIIIYSIOWmOJ4QQQgghhBBCCCFiTmpCCSGEEEIIIYQQQoiYkyCUEEIIIYQQQgghhIg5CUIJIYQQQgghhBBCiJiTIJQQQgghRJy7/PLL0TSNa6+9tkHaddddh6ZpXH755TFZ9hNPPMFpp51Geno6mqZRXFzcYJpzzz2XvLw8nE4nPXv25NJLL2X//v0xKY8QQgghEpcEoYQQQgghEkCfPn1YtGgRVVVV/veqq6t5+eWXycvLa3X+Ho+n0fcrKyuZMmUKf/rTn5qc9/TTT+fVV19ly5Yt/Oc//2H79u38/Oc/b3WZhBBCCNGxSBBKCCGEECIBnHDCCfTp04fXX3/d/97rr79OXl4eI0eODJp26dKlnHzyyXTp0oWuXbvy05/+lO3bt/vTd+7ciaZpLF68mIkTJ+J0OnnppZcaXe6NN97InDlzOOmkk5os2+9//3tOOukk+vbty/jx45kzZw6rVq1qMrAlhBBCiM5JglBCCCGEEAli5syZPPvss/7XzzzzDFdccUWD6SoqKpg9ezarV69m2bJl6LrOBRdcgGEYQdPNmTOHG264gc2bNzN58uSolPHIkSO89NJLjB8/HpvNFpU8hRBCCNExWNu7AEIIIYQQIjSXXHIJc+fOZdeuXQB8/vnnLFq0iOXLlwdNd+GFFwa9fuaZZ8jJyeG7777juOOO879/44038rOf/SwqZbv55pt57LHHqKys5KSTTuLtt9+OSr5CCCGE6DikJpQQQgghRILIycnhnHPO4bnnnuPZZ5/lnHPOITs7u8F0W7du5eKLL+aoo44iPT2dfv36AbB79+6g6UaPHh21sv3xj39k3bp1/O9//8NisXDZZZehlIpa/kIIIYRIfFITSgghhBAigcycOZNZs2YBsGDBgkanmTZtGn379uXJJ58kNzcXwzA47rjjcLvdQdOlpKRErVzZ2dlkZ2dzzDHHMGTIEPr06cOqVasYN25c1JYhhBBCiMQmQSghhBBCiAQyZcoU3G43mqY12o/T4cOH2bJlC08++SSnnHIKAJ999lmblrG27ymXy9WmyxVCCCFEfJMglBBCCCFEArFYLGzevNn/vL7MzEy6du3KE088Qc+ePdm9ezdz5syJeHn5+fnk5+ezbds2ADZs2EBaWhp5eXlkZWXx5Zdf8vXXX3PyySeTmZnJ9u3bufXWWxkwYIDUghJCCCFEEOkTSgghhBAiwaSnp5Oent5omq7rLFq0iDVr1nDcccfx+9//nr///e8RL2vhwoWMHDmSq6++GoBTTz2VkSNHsmTJEgCSk5N5/fXXOfPMMxk0aBBXXnklxx9/PJ988gkOhyPi5QohhBCi49GU9BgphBBCCCGEEEIIIWJMakIJIYQQQgghhBBCiJiTIJQQQgghhBBCCCGEiDkJQgkhhBBCCCGEEEKImJPR8YQQQgjReVUVwY4VsH8dFG4FbzVYnZB9NOSOhP6nQlJme5dSCCGEEKLVSlwlfJX/FZsKN7GjZAcuw4VDd9A/oz9Ds4cypscYMhwZMS2DdEwuhBBCiM7n0Bb4/BHY+B/wVjU9nTUJjrsQJlwPOYParnxCCCGEEFHyY/GPPLvpWZbuWEq1r7rJ6ZwWJ1P6T+GKoVdwVJejYlIWCUIJIYQQovMwfPDZQ/DJfeBzhz6fxQ4Tb4aTfw+6JXblE0IIIYSIEp/h45mNz/D4N4/jMTwhz2fTbfxm+G+YedxMLFE+75EglBBCCCE6B08VLL4Etn0YeR4DJ8H0F8GWFL1yCSGEEEJEWbW3mhuX38jn+z6POI8JvSYw/7T5OK3OqJVLglBCCCGE6PgMH7z8i9YFoGoNnAS/elVqRAkhhBAiLvkMH9d9dF2rAlC1JvSawIIzFkStRpSMjieEEEKIju+zh5oPQKV2MzshHzgJMvs3n9e2D+Hz+VEtnhBCCCFEtDyz8ZkmA1C6ptM/vT/jcsdxSq9T6Jvet9m8Pt/3Oc9uejZqZZOaUEIIIYTo2A5tgYUnN94H1MhLYNws6Dak4Tzv3QQ/Lm88T4sdrv1MOisXQgghRFz5sfhHfv7fnzfaB9SMoTO4bsR1JFmDuxXYU7aHeV/O49N9nzaap0238e9p/45KZ+VSE0oIIYQQHdvnjzTdCfnkexoGoJSC7KPhkv9ArxMan8/nhi8eiW45hRBCCCFa6dlNzzbZCfnE3hMbBKAAeqf25tEzHmVI1pBG5gKP4eG5Tc9FpXxxEYRasGAB/fr1w+l0MnbsWL766qsmp33yySc55ZRTyMzMJDMzk0mTJjWYXinFbbfdRs+ePUlKSmLSpEls3bo11h9DCCGEEPGmqgg2/qfpdGeG+T//25pR8/4GZQdAGeb7p/yh6Xk3/MfMXwghhBAiDpS4Sli6Y2mT6T8c+YEKTwVvbH2DB1c/yKPrHmVX6S6MmvOeGUNnNDnvezveo8RV0uoyWludQystXryY2bNns3DhQsaOHcv8+fOZPHkyW7ZsoVu3bg2mX758ORdffDHjx4/H6XRy3333cfbZZ7Np0yZ69eoFwN/+9jceeeQRnn/+efr378+tt97K5MmT+e6773A6o9eruxBCCCHi3I4V4K1qOv2VX5qBpN2r6t774T24+mPzed74puf1VsGOT+HYc6NTViGEEEKIVvgq/yuqfdVNpt/79b3c+/W9Qe+tLVjLs1PMPp/6pPVpct5qXzVf53/NpL6TWlXGdq8J9eCDD3L11VdzxRVXcOyxx7Jw4UKSk5N55plnGp3+pZde4re//S0jRoxg8ODBPPXUUxiGwbJlywCzFtT8+fO55ZZbOO+88zj++ON54YUX2L9/P2+++WYbfjIhhBBCtLv965pP3/JecAAKQA+4R+epbF3+QgghhBBtZFPhppCmG9hlIGN7jOWMvDO48rgrATCUwQ9FPzSf/+HQ8m9Ou9aEcrvdrFmzhrlz5/rf03WdSZMmsXLlypDyqKysxOPxkJWVBcCOHTvIz89n0qS66FxGRgZjx45l5cqV/PKXv2yQh8vlwuVy+V8rpXC/czPZW15G0zToNhR++0XdDEU74eHhda/vqFcl7Y6Muue/+FfwHdIvn4D3/mg+tzrhloKAgpTBvN51r2/aAclZda//dhRUHjafn3lbcBOBLUvhlemhlWnWarOvi1pPT4Y9NSfgI34N5/+jLm3PV/D0WaHle+UH0GdM3es3fwvrXzKf9zkJrny/Lq1wKzw2OrR8L14Mg6bUvf70AVh2l/k8uSvc9GNdWuUR+FvAqEZz94Ijre713d3BWxMZnvp3GHtNXdp3S+DVS0Mr0w3fQGa/utf/GA8Ha36QY66Bn/y9Lm3Hp/D8T0PL95rlkDuy7vWrl8F3b5nPB5wJl75el1awCR4PuEPfXL6XvA4Dz6x7vewucz0CdOkLN35bl1aWDw8EdLR7y0GwOhrP97x/wMhf171e9xK89dvGy+R1wd0BtRv/sAXSetS9nn88FO8yn5/yB3Mbr7VtGbz4s9A+62++gO5D617/62ew3QxSc+x58IsX6tL2r4MnTgst3xlvQ/9T6l6/+0f46gnzuewjQstX9hHmc9lHNF6mWO0jCsNsjm+xw5R7wfABCra82/z0hc2frCUCpRS3fXQbb+x5A03TODrzaF4/t25b2lu2l6mvT/W/3jBjQ9D8w54f5n/+0GkPBd0hfXnzy8z7ah4ADouD1Zes9qdVeCo46eWT/K8/nf4pXZxd/K9PXXQqRS6zueMNJ9zAVcOu8qd9sucTZn00K6QyLTl/Cf0z6n73l713GesOmsHD8wacx90n3+1PW39wPZe+V/c7by7ff039FyO6jfC/vuWzW3hru/l7HNltJC9MrTve7CjZwblv1u3rm8v3sTMeY2Kfif7XT214iofXPgxApiOTFb9c4U8rri7mlMV1x6ZVv1pFii3F/3r0i6Nx+cxz3Llj5vKrIb/yp32460N+v/z3IZXpvZ+9R++0uuPPz5b8jK1F5m/r4sEX86exf/KnfZ3/NTPfnxlSvot+uoihXeuO2bOXz+aDXR8AMCF3AgvPWuhP+6HoBy5ccmFI+f5z0j8Z36tu//fI2kd4csOTAPRK7cXSC+uaqhyqPMQZr53hf73mkjXYLfZG8/3LhL9w/sDz/a/f3PYmt35+a6NlcvvcjHpxlP/1Rxd9RE5yjv/1lP9MYV/5PgCuHnY1159wvT/ti31f8P8+/H8hfdb/nPsfjsk8xv/62g+u5fP95ohYZ/U9iwdPe9CftunwJn75dt21UHP5PjP5GU7scaL/9T1f3sMr378CIPsI2Uc0KJPsI0zxsI/YUbKDllh1K69New2rHhwO0jWdpzc83ey8oeTf4vJbnUMrFBYW4vP56N69e9D73bt35/vvvw8pj5tvvpnc3Fx/0Ck/P9+fR/08a9PqmzdvHnfeeWeD90vmpJHuAMrrzWf4QiobAJ56TQDcZXXPvfWqydUfqLC2P4patReXYF6MBmquqUF9hjf4dXnARW7lkXr5ughZ/WkD8wpcRmNlqK/+xVKgU/5Qd3H9BfAE4AbswDVZzc97S0HTafW/q6ZkHxN8cQnBAYj6+p/CzlH7OZTmwq0bJC8vYuRpmXXpzZW3NmDy4BCoOBSc5mu8s7lG1f9uzrwt+AIuUFoPuKOEsoMetnxfxpFPi8iy2Bl2QgaOVEuj5V294ghHDDeZTKXvJQV0G1jX7HXrmjIOlFVzyOqCSZvoVZ1En9Jker2UZNbFrL3GD7zIrW/gmXXL/WZR85+1/noJXG8Vh5ufttl8663DquK65x1hH5HWE/7QxH43MDgUYPWKI3h8A7CdsYMeWU56H5fccKLmtu9Q9hHTHoZRl4eV72p1Bb5TLsewgE3XqA1lfftZMYc8HsrP/I5eKoljhqSR7rAFz9zcPiLvpKbT6qu/DQRuI4HbDjTctprTYPsO+M6juY+oDli/ZQeC08Laviubf11fc9tLY/uIJcBeQJ0Jx5fAzxpO0uB31BxNM4OsuTWdkVeXwIr7m58nnONknNp6YCt3T7qbIY8PwZJkobCyMCjdqL+vaUZVvX1NpbfuO3fV29brD9BsELyc2otLgHJ3eVBac00N6vPV22YLq+o+X/2+LZrqyLUx9acNzCtwGY2VoTn1P1vgZw9cJ9BwndVfp4HrPPC7gIbfVXPqbwOB20ipuzQozd3UIACN8NTbTxVV132+I9XB56Tels4dA9Tf1gLLeLDyYFCaT4X+3dRfZ+Gsw/rLCSxH/XVYv/zNqf/dBF6U1ze069AGF+aBNszYwMNrH+apDU81+B4Dyyj7iNDIPsIk+4jQRGsf4TJa3n/o6P4AlFLKrHhTIzBI2Wj+4Zy3Nrn8BHbvvfeyaNEi3njjjVb19TR37lxKSkr8jz2r63Xkldoj+LVuCT1zW72e5+0Bd9yt9coc8OWbr+t9Pcld654H3rkHaKSH+ybVi3iSGhCwC6xVAcF3t1tSf9rAvFKDg4INyhAP6n9XUVZ/px+2lJzg1xZb49M1JpzvsT6t5UkAWvnpwtDCkuqvl8D1ltK1+WmbzbfeOkzqUve8o+0jwqC0mu8jxO0kSKz3EZGUqdn8wjhk1t8GAreRwG0HGm5bzWmwfQd859HcRzgDajOl9QxOC2v7Tm7+dTTU7hKa+r7r/46aomkw7REYdpH53PDCazMaBkgb5N+K/WucKHYXB73OTs4Oeq2Hse3XH3En2Vr3nTvqbetavX2aXu+0NNNRd8Mm1Z4alOa0hH7eZ6m3zWYn1X2+DEdGUJpND/13U3/awLwCl9FYGZpT/7MFfvbAdQIN11n9dRq4zgO/C2j4XTWn/jYQuI2k29OD0gJrCLTEVm8/lems+3xZzuBz0vp37JtTf1sLLGO35OA+Zy1a6N9N/XUWzjqsv5zActRfh/XL3xQNjd6pvVueMAw3nHADk/ImNfgeA8so+4jQyD7CJPuI0ERrH+HQW95/uA03s5fP5r6v7mPhNwv9tZsMZXDLSbc0O2+o+6fmaKrVV8aRc7vdJCcn8+9//5vzzz/f//6MGTMoLi7mrbfeanLe+++/n7vvvpsPP/yQ0aPrmmz8+OOPDBgwgHXr1jFixAj/+xMnTmTEiBE8/PDDLZardMtnZAw+hZK1b5I+YEyL04soSu/Z8jSBvgA2ElATKszllR5oeZr6dCuk5rQ8XYCd/63gYGo1Hosi2bAE14QKRVlBw1ov4UrtFtbFo78mlOEmSw+oCdWI1SuOcNhwk4Wdvr2Tm64JBXU1oQ7WqwkVKndlcC0NER2aDmndW54uwOoVR3AbBnZdp0dXJ72HhhlgCOX358wAe3j5rl5xBJ9HYVjBpmmMPtU8STFrQrkot3rrakLlhBGo8boa1hYV0RXuMWAJsKfmeS5wQSPTfHiHOepdS376IIw2+0TA8MLiS8z+olpy8myYdHtIxY1XX+38irH9x7J081JG5o1seQYhRFxItiY3CL5Eg6EMiqqLwqoBIoRoP2n2NH/Aa/6a+Ty9sfkmdQ3mt6Xx6S8/xaJb8Bk+Rr80usmaZVcNu4obTrihVeVt15pQdrudUaNG+TsVB/ydjI8bN67J+f72t7/xl7/8haVLlwYFoAD69+9Pjx49gvIsLS3lyy+/bDZPEQdaezc52rUehBAdW7vdghFtKjeEoMpP/l4XgFIG/PvK0AJQoeYvhBBRZtWsLTabiZSu6aQ70lueUAgRFwIDRkOzhzYzJXR1dm1Qc82iW/y15Cy6Ba2ZC+vAProi1e5tombPns2MGTMYPXo0Y8aMYf78+VRUVHDFFVcAcNlll9GrVy/mzTM7rLvvvvu47bbbePnll+nXr5+/n6fU1FRSU1PRNI0bb7yRu+++m6OPPpr+/ftz6623kpubG1TbSsShWDTTEEII0bn1P9VsjtpUvwxn3WV2Fl9r9yrI6A3jajq0Ld4Nm5c0Pq81KXjAAiGEaCNJtqQGTauiyabbsOm2sPpAEkK0j8Ag1JgeY3BanI32i5ZkTWL59OUAvPjdi+RX5pNhz+AnR/0EpRQGBmsL1jb5u3danEEDFkSq3YNQ06dP59ChQ9x2223k5+czYsQIli5d6u9YfPfu3eh6XaTu8ccfx+128/Of/zwon9tvv5077rgDgJtuuomKigquueYaiouLOfnkk1m6dGmr+o0SMaZZ2qlfDQ2pDtFOZLULIdpCUiYcdyGsf7Hx9PG/M/8rw2yW2ne8+ailDLiziSbUwy408xdCiDako4fV51Gkkm3JDTrmFkLEH4/hwWf4sOgWMhwZTOk/hTe3vdlgusB+yi459pKgtNog1IL1C5pcztT+Uxv0kxaJdg9CAcyaNYtZs2Y1mrZ8+fKg1zt37mwxP03TuOuuu7jrrruiUDrRJqyOhp0uC9GYDtAJsBCijU24Hja8Co2NyGN4wWJvuuP5pkbbsThg/PWNpwkhRAw5rc6Y1oKq5bA40DU9rNHvhBDto9pXTYpuNtG9YugVvPPjOw1qNJV7ylm2axmn9jm1Qcf53x/5ngdWP8DqgtWN5m/X7Vw+9PKolDUuglBChDXakujcdIt5sSgnRKIFCoV0FicAyBkEE2+Gj/7SMO2ps5rvEL2pDvRPu9nMVwgh2lg4o4C1elmaFbdqJIAvhIgrVd4qkq3JaJrGUV2O4jfDf8Mj6x4JmsZQBjcuvxGHxcGALgPo6uyKx/DwQ9EPHKlufvCd34z4DUd1OSoqZZUglIgPkQSh1mKOjAfStKuzScqEysPtXQohRLwI5Rhw8u9h90rY9mHw+wfWm49wDJwEE24Mbx4hhIiSNg1C6VbchgShhIh3hjKo8FT4R8ycedxM1hxcw+f7Pm8wrcvn4rvD34Wc94ReE7hi6BVRK2u7jo4nhJ8tKbzptwGN1xQUnYHVbjafEaJNSa2qhKZbYPqLZgCpNQZOMvORGrxCiHZi0cLb/1TiZSMl/Eh5+MuSfZ0QCaPSW4nHZzbBs+gW5p82nwm9JrQqzwm9JjD/tPlR3RdIEEokpp2NvBfH14dSUSsG7DKaohAiTLYk+NWrcOZt4QeyLXZzvl+9Gv6NkxorVqxg2rRp5Obmomkab775ZlD65ZdfjqZpQY8pU6a0mO+CBQvo168fTqeTsWPH8tVXX0VUPiFE/NPQwu4P6jBuqvFxBDeVNNHPXRPq9xsjhIhvpe5SfMoHmP3HLThjATeccEPYv2WbbuOGE25gwRkLcFqjOxCCBKFExyGRns7F6my6I2EhhGiKboFT/gDXfgYjLwFrCwEla5I53bWfmfO14k5gRUUFw4cPZ8GCpkeemTJlCgcOHPA/XnnllWbzXLx4MbNnz+b2229n7dq1DB8+nMmTJ3Pw4MGIyymEiF96BOc+PhRGzYmyL8wT5rZs+ieEaD2f8lFcXewfUMCiW7hq2FX8e9q/uWDgBS2OrOm0OLlg4AX8e9q/uWrYVTGpDSl7FdExxHkAKo4raSUuTTNrJnir27sknVvNb0+TrVwkmpxBcN4COPtu2PEp7F8HhT+A12WOwpl9DOSOhP6nmP3QRcHUqVOZOnVqs9M4HA569OgRcp4PPvggV199NVdcYfbVsHDhQt555x2eeeYZ5syZ06ryCiE6BgOFgVn7QIZ1EaLj8ykfRdVFpNvTsVnMGlBHdTmKuybcxR9G/4Gv879m0+FN7CjZgcvnwmFx0D+jP0O7DuXEHieS4ciIafkkCCU6DrkG7nzk7lzcUPEeCcaMl8V/KUWbS8qEY881H3Fg+fLldOvWjczMTM444wzuvvtuunbt2ui0brebNWvWMHfuXP97uq4zadIkVq5c2eQyXC4XLpfL/7q8LPx+YoQQiUNBTU0ozV8jSgjRsfmUjyJXEcnWZFJsKf5mvBmODCb1ncSkvq3sI7MVpC2LSGxyHE181cDHRNbRvHSW2f7iOfjb0v5B9h+Jr7XfoeGLSjGiZcqUKbzwwgssW7aM++67j08++YSpU6fi8zVezsLCQnw+H927dw96v3v37uTn5ze5nHnz5pGRkeF/nHn8mVH9HEKI2Am3Pygwd5W1zfAkCCVE51LpreRw9WHK3eX44uS8R6oRCNEGEvFw32Zl/gJztEOAbkBeGPPak6G6JPpl6pTiOZokRIyUHwSLDXSb+b+dBzz45S9/6X8+bNgwjj/+eAYMGMDy5cs588zoBYrmzp3L7Nmz/a9X71otgSghEkQkzd+NgPrK0hxPiM7HUAaV3koqvZVYdSs23YZVt5LUUr+YMSI1oYQQbat+dGtbwPOCtiyIiCbpE0q0i2hsdj4PeCrjMqB91FFHkZ2dzbZt2xpNz87OxmKxUFAQvPMsKChotl8ph8NBenq6/5GalhrVcgsh4ovZHF0FNMsTQnRWXsNLlbeKMndZu5VBglBCiPYh50Adg3yPQsTM3r17OXz4MD179mw03W63M2rUKJYtW+Z/zzAMli1bxrhx49qqmEKINtSamlBGwCh5QgjRXqQ5nhAiuuTcRsSLFs7TZVMVDbz7R6gqhqQu8JO/Rz378vLyoFpNO3bsYP369WRlZZGVlcWdd97JhRdeSI8ePdi+fTs33XQTAwcOZPLkyf55zjzzTC644AJmzZoFwOzZs5kxYwajR49mzJgxzJ8/n4qKCv9oeUKIjiXSPqFqH9IcTwhR654v76HUXUq6PZ0/jf1Tmy1XglAisZkDfYh4J1f7QohE8NUTdc9jEIRavXo1p59+uv91bb9MM2bM4PHHH+fbb7/l+eefp7i4mNzcXM4++2z+8pe/4HA4/PNs376dwsJC/+vp06dz6NAhbrvtNvLz8xkxYgRLly5t0Fm5EKLzCuwTKpLRbDW0hBgFVwgRnle+f8X/XIJQQoRLjouJTYKJQohO4LTTTkOppg9Y77//fot57Ny5s8F7s2bN8teMEkJ0bJE0x6vtE8psjieEEO1LglBChEu3tHcJ2oYE9kQCk823k4j2F91tKJTnQ2rTnXoLIUR7iqQ5Xm1NqEg7Jtc0rdkAuhAiMR2deTSFlYVkJ2e36XIlCCVEuOwp7V2CjkHOZUSstVTDTrZBUd9vv2jvEgghRNSpmr+1taHCJSPgCtExvX7u6+2yXBkdT4hwWR0tTyOEECL25LpICNHJRDo6nkHkHZNLEEoIEU0ShBIiHFprm+JJ1YtGz2NktQghhBBCxITy14WKvDmeEEJEizTHEx1HWxwfO0t/UEII0RkV7QTDZ+7rM/u1d2mEEKKBcANC9fuDkuZ4Qohae8v2YigDXdPpnda7zZYrQSghwhFJEGqZ+U8q+zRCRsUTQsSTh4fXPb+jpP3KIYQQTQg3IKT8/1XEzfHkXE2Ijmnq61P9zzfM2NBmy5XmeEKEw5Ea/jzbo1+MhCLRtw5NyYmpSGSOtCg0sxZCiPhlBDTFi7g5nkShhBBRJEEoIcLR2osVCciIjkrOT0V7aO0+1ZEKqTmR3WAQQoh2EG5zPBXwX0bHE0LEA2mOJxKbqvdfCNG25LcnEp2mmTWiLHZpgieEiHvhBoTq14SK5LAtHZML0TG1ZRO8QFITSoi2IBfqQggR36yO9i6BEEJEXXCfUFITSgjR/iQIJUQb0zp7JzqqiedCRFsn/6l1CvIdCyE6mUhGx4PW9QklhBDRJEEoIYQQQgghhEgAkY6OR83oeJEEoqQ5nhAimqRPKNFxJMjxUWkRtcaPejnaVP3iJ/jHEUJ0YHdk1PyX/qGEEImvNuBkBD1X6GGcjElzPCE6pmHPD/M/b8v+oaQmlBAipqTStxBCCCFEdEReE6ruuRHuMqUmlBAiiiQIJToGiXQkHukbSgjRWrLvEEJ0Mq3tEyrwvZCXKTWhhBBRJM3xhBCNk4s7EY543F4UwU0/VdC/8Mk5eHyK9rZ3wRNgS4pypkII0T7qj44H0jm5EML00GkPUeWtIsnatuc9EoQSoo11+tHxRHySqvZCmIZPb+8SCCFEk8KtlRRcE6rueVjLlHMEITqkSX0ntctypTmeEKJZbXqvTG7MtR+9492TkM2pEwj1uqgUqIhlQYQQom2EGxBSAf9r+4KS5nhCiPbU8a46hBBChE+3tHcJhIiNQuB1zIDVL4G09i2OEEK0JcNf/ynwvfBIEEoIEU0ShBKiLUiVjKYFrhs5x2k/Fltk82mJu3E3PC0XHdLymv8KWAWc1cL0nz4A9jQYe01MiyWEEJGIZHS8+s3wwq4JJc3xhOiQXt78MpXeSpKtyfxqyK/abLkShBJCtJ/6HUeL9hNuR8y1t1ETOY6TyGUXofMGPPeFMP2yu8z/EoQSQsShSEbHqx98kuZ4QgiAeV/N8z9vyyCU9AklRFjkqlUIIeKG7JKFEKJZiuB+oSD85ngSgxJCRJMEoURiS6QLkEQqqxAtke1ZdGRWZ3uXQAghGoikRlL9pudmB+VSE0oIAQ6LI+h/W5HmeEKI8PyA2a/K8cCIKOQnwQwhRKyF0/T3jpJYlkQIIdqUARgVCg4BdjBylQShhBAArL5kdbssV2pCicRXexyV42PbWA5UA1+1czlEfJAgohAhW7FiBdOmTSM3NxdN03jzzTf9aR6Ph5tvvplhw4aRkpJCbm4ul112Gfv37282zzvuuANN04IegwcPjvEnEUK0h0g6CFfUBKDcQDmo8ghGx5OOyYUQUSRBKNFxxPPFcFyULU5OIOJiXYhWk+9RxIM42a2FqqKiguHDh7NgwYIGaZWVlaxdu5Zbb72VtWvX8vrrr7NlyxbOPffcFvMdOnQoBw4c8D8+++yzWBRfCNHOIqmRZADKp/yRJ+UNvzlepMsWQojGSHM8IYQQrSfnpqI9RTMoWl0KmgaOtChmapo6dSpTp05tNC0jI4MPPvgg6L3HHnuMMWPGsHv3bvLy8prM12q10qNHj5DL4XK5cLlc/tflZeUhzyuESCwKhTLw7yeVUb+XKCFEZ1XhqUAphaZppNhS2my5EQWhPB4P+fn5VFZWkpOTQ1ZWVrTLJUR4wunvQ7ReU+s7nO9ANfFcJBb57kQiCOcYcW8f838c9A1VUlKCpml06dKl2em2bt1Kbm4uTqeTcePGMW/evGaDVvPmzePOO++McmmFELEWSbM4A1Cq5okFlBFhTShNQyk56AvRkZz08kn+5xtmbGiz5YbcHK+srIzHH3+ciRMnkp6eTr9+/RgyZAg5OTn07duXq6++mq+//jqWZRWioXg/FsZ7+YSIVP1tOx63dQlMd3zxuN1FSXV1NTfffDMXX3wx6enpTU43duxYnnvuOZYuXcrjjz/Ojh07OOWUUygrK2tynrlz51JSUuJ/LPt2WSw+ghAiyiIdHU8Z1DXHM8LvmDzSZQshRGNCqgn14IMP8te//pUBAwYwbdo0/vSnP5Gbm0tSUhJHjhxh48aNfPrpp5x99tmMHTuWRx99lKOPPjrWZRfC1IEvQoSIV5GcwAohQuPxePjFL36BUorHH3+82WkDm/cdf/zxjB07lr59+/Lqq69y5ZVXNjqPw+HA4agbjjk1LTU6BRdCxB2zJpQyz5dVbU2o8EkQSggRLSEFob7++mtWrFjB0KFDG00fM2YMM2fOZOHChTz77LN8+umnEoQSoiOT5o9CBf2Lz+1BtlMRiT9uB639xm2pDUDt2rWLjz76qNlaUI3p0qULxxxzDNu2bYtRCYUQ7aVVNaGCglCRNceT+09CdCyfTv8UAwO9jcerC2lpr7zySpMBqEAOh4Nrr72WmTNnhlyABQsW0K9fP5xOJ2PHjuWrr5oe933Tpk1ceOGF9OvXD03TmD9/foNpZKhiEZa2vECVi2HRgah6/xNC/d9gQhVetJmUbEhun74uawNQW7du5cMPP6Rr165h51FeXs727dvp2bNnDEoohGhPreoTCkCBIc3xhBA1uji7kOXMoouzS5sut/1u9QGLFy9m9uzZ3H777axdu5bhw4czefJkDh482Oj0lZWVHHXUUdx7773NjgIjQxULkQBUwEMkHvneRDxIsGui8vJy1q9fz/r16wHYsWMH69evZ/fu3Xg8Hn7+85+zevVqXnrpJXw+H/n5+eTn5+N2u/15nHnmmTz22GP+1//3f//HJ598ws6dO/niiy+44IILsFgsXHzxxW398YQQcUhhNsXTDdBa0Rwv0fa3Qoj4FfboeNXV1Tz66KN8/PHHHDx4EMMI3o2tXbs25LwefPBBrr76aq644goAFi5cyDvvvMMzzzzDnDlzGkx/4okncuKJJwI0ml6rtUMVl5ZXhDyvEB1Vm8YYJKCRuOL0pDQ2m1ScfliRMFavXs3pp5/ufz179mwAZsyYwR133MGSJUsAGDFiRNB8H3/8MaeddhoA27dvp7Cw0J+2d+9eLr74Yg4fPkxOTg4nn3wyq1atIicnJ7YfRgjR5iKpjWQAhlJoPvOFUhE2x5NjoBAiSsIOQl155ZX873//4+c//zljxoyJqFoogNvtZs2aNcydO9f/nq7rTJo0iZUrV0aUZy0ZqriTSoRjowRbgJq7ciKh1Q7THN+jNcd14US8uiMDkrvCTT9GPevTTjut2SHOQxn+fOfOnUGvFy1a1NpiCSESRCTXXbU1oVAamqFkdDwhhN+pi06lyFVEpiOTFb9c0WbLDTsI9fbbb/Puu+8yYcKEVi24sLAQn89H9+7dg97v3r0733//fcT51g5VPGjQIA4cOMCdd97JKaecwsaNG0lLS2t0nrlz5/rvRgKUbl1Jn9FTIi6DSCD2NHCVtncpOpxKvLgxyMDW3kURsZYo56T7AU97F0JEXazijJWHY5SxEEK0rdrR8TQD8Gk1QajwRVrxQAgRv4pcRUH/20rYQahevXo1GcyJB9EYqpjUlFgXU8QLRwr4XOB1tTxtayX6SF0hXux5NMV3mIG9vshvqaNKuDpGbwMyaGvnlXAbrBBCNBTR6HhKoRRmEMow+4SKpEa61IQSQkRL2EGoBx54gJtvvpmFCxfSt2/fiBecnZ2NxWKhoKAg6P2CgoKw+nNqiQxVLFqU1AXKC0H5op93Qg4hVqO5MjeTdsRR14HuLipIj3VtKN0CRgy+O9E8VfsvgTbuRA8Ei7Zx8u/BEb8324QQnVdEo+P5QGkBQagI+4QSQnQ8N5xwA+XuclLtqW263LCDUKNHj6a6upqjjjqK5ORkbLbgC8wjR46ElI/dbmfUqFEsW7aM888/HwDDMFi2bBmzZs0Kt1hNqh2q+NJLL41anqKD0XRIyoDK0Lbd1i2LxAxIRSCk6/36ExU0NWEzdKsEodqRSqSgTv3trZP8FkWYJt3R3iUQQoioUJh9QJlBKM0fhFKYgSg9jDsz0hxPiI7nqmFXtctyww5CXXzxxezbt4977rmH7t27t2qHNHv2bGbMmMHo0aMZM2YM8+fPp6Kiwj9a3mWXXUavXr2YN28eYHZm/t133/mf79u3j/Xr15OamsrAgQMBc6jiadOm0bdvX/bv38/tt98uQxWLllkdUqMmWo4AO2qejwlz3v0RLM9ib5vmlCJIfHdILoQQQnQ84TaJM2r+KE35a0IZNQfwsINQUpVYCBElYQehvvjiC1auXMnw4cNbvfDp06dz6NAhbrvtNvLz8xkxYgRLly71d1a+e/dudF33T79//35Gjhzpf33//fdz//33M3HiRJYvXw7IUMWiFWwp0kl5NBQCNswaJ9+1wfJsSeAqa4MFiYQlAbOOS66JhBCiSQplBqEwm+NpPs1/EynczsmlJpQQIlrCDkINHjyYqqqqqBVg1qxZTTa/qw0s1erXr1+LwxfLUMWdTDQvLu1JEoSKJgWUA8ntXRARCwnXF5QQodr0BliTYJCMkiuEiC/hBoIMAH+fUBqaAYZRmxbewVFqQgnR8Xyy5xOqfdU4LU4m9pnYZssNOwh177338oc//IG//vWvDBs2rEGfUOnp6VErnBAhidYFpqaDZolJB+UJdcEeDdIBdMengv7F99fdxM+vk/0qO6ZYDP7w2uXm/ztKopipEEK0XriBIIXyn5NpCjRf3XuGJkdBITq7WR/VVQbaMGNDmy037CDUlCnmncEzzzwz6H2lFJqm4fNJnzoiDlQSWQ0c3QKx3IY7y/Fe1fQ/EM7JkgSuEkpC9QmVyKNUCiGEEBGqrQllaArdp6FpGkozzPfCvAqU5nhCiGgJOwj18ccfx6IcQkTPeuAr4ChgUpjz6lbwuaNepA4n3Iv5xqaXwECHkhBfY0IUUgghhGhcuIGg2j6hoKY5ng8MDbOJnlWa4wkh2kfYQaiJE9uuraAQEfmq5v+PEczrSAVPZTRL02nJ9X7n4P+e4/ncVDZGEQ5phieEiFOtHR1PQzOP174IOiaP6wO9ECISbdkEL1DYQSiA6upqvv32Ww4ePIhhBO/Czj333KgUTIiwRePYqOktTxNJtqqTHbgVTTeva65WlEgYtc3xVE2fEnG9hcv2JYQQohPyj46nmaPj6TVdRJlBqDBrQklzPCFElIQdhFq6dCmXXXYZhYWFDdKkTyghGtfpOiaH8KMS0ieUiJVO+PPrNELdZ8g2IIToACKqCeWrOcUyAB0M3QxMyeh4Qoj2Ena1j9/97ndcdNFFHDhwAMMwgh4SgBJxQy44YiuU9SvfQYemEqBnclX/SWuLrFtamYEQQggRuUj7hFKYtfJ1r2YeCo3wm+NJDEoIES1h14QqKChg9uzZdO/ePRblEULESlufPIRasyn+YxmiMTXfbaf6+mLUXFfEmTsyav5L31BCiMTm7xOKmj6hapvSR9IcT6JQQnQ4w54f5n/elv1DhX1G/fOf/5zly5fHoChCdECd6go9gBHiR++s60e0raa2M9n+Ep8Cn67w6fJlCiE6vnADQYE1oQC0mkYrhk9JEEoI0W7Crgn12GOPcdFFF/Hpp58ybNgwbDZbUPr1118ftcIJ0aF0kmskTfp26hwSaXuOVnM8EXfcFoNNR5s1lo6tTseBNJkUQnRc4TbHM/x/QDc0NJ85v4qgOZ50TC6EiJawg1CvvPIK//vf/3A6nSxfvjxoh6RpmgShRNtqroZDLI6VEmAJn1z4d3AqLr/j2lH7zBdNTFQC9A4zY003z95FXNidVYmv2twGd3Wt5BjSWp/pb1eBHtHgwUIIEVcUCuWrGdFW1dwoNCJrjgdmbahOOdiOEB3UkvOX4DN8WNq439Owz7L+/Oc/c+eddzJnzhx0XfrHEEK0LCggIDqEuO+XXDXyXNVL+AYYGma+Fht4Xa0pmYgir8UIeN7MRhnO9tptSOQFEkKIGAq/OV7Nn5oAlL9PKBV+czwhRMfTP6N/uyw37CCU2+1m+vTpEoASIhyd7TjfQuWYQ5kuih0eeh1KIrPc3mbFEtHX2TZts4aMBKGEEEK0vfCb4ykMQ9UFoQzNPEcLte/ORpafCKPjCiHiW9iRpBkzZrB48eJYlEWIyMixMK6pRs6XfLqi2u5je155wIRtVyYRBfW+r7juKqKpbSueyyyEEEK0UmAFYM3Q0GtqRSkjsppQ0jm5ECIawq4J5fP5+Nvf/sb777/P8ccf36Bj8gcffDBqhRNCxKkQzltUOB1oSQAqYSXEV5cQhRStoQKfbAYswKAIM3t4BKR2hyvfj0LJhBAiOiIJABkosxtDZZ6RBdaEiqR3QwlCCdGxXPbeZRRWFZKdlM0LU19os+WGHYTasGEDI0eOBGDjxo1BaTJqgmhzCTTqVWM1gjqsmjttogNLpO/X3wdG+xZDtIEfgM9qnjuBvhHkUbTDfAghRByJJACkCOiU3KjpE8ofhIqgJpSmJdbxXwjRrHUH1wGwp2xPmy437OZ4H3/8cZOPjz76KBZlFB2dFqX+xdokyCNH3pDIahLxRNV/KRtoh/VNwPPv2q0UTVqxYgXTpk0jNzcXTdN48803g9KVUtx222307NmTpKQkJk2axNatW1vMd8GCBfTr1w+n08nYsWP56quvYvQJhBDtJoLzXLMmVG2fUBpaTa0oI8KOyaUmlBAiGqR3cdH+rM7Y5d3e15rtvXwh2kqinZfKb1M05ZipMOLXMcm6oqKC4cOHs2DBgkbT//a3v/HII4+wcOFCvvzyS1JSUpg8eTLV1dVN5rl48WJmz57N7bffztq1axk+fDiTJ0/m4MGDMfkMQoj2EXFNqNp2d5qZh2ZE3hwv4Y71QohmnTfgPE7rfRrnDTivTZcbUnO8a6+9lltuuYXevXu3OO3ixYvxer38+texOYETHZBuiU4+jQ3JHi/irTzxQtZL4lJB/9A6VXtTEY+0aO1PfrUoShk1NHXqVKZOndpomlKK+fPnc8stt3DeeebJ4AsvvED37t158803+eUvf9nofA8++CBXX301V1xxBQALFy7knXfe4ZlnnmHOnDmx+SBCiDYXcZ9QqqYmlIYZiDJa0RxPolBCdCh3n3x3uyw3pCBUTk4OQ4cOZcKECUybNo3Ro0eTm5uL0+mkqKiI7777js8++4xFixaRm5vLE088Eetyi45ED7trMvgx+sVoC50m5qLC+KzSf5SINdm+OpcwxkSIJzt27CA/P59Jkyb538vIyGDs2LGsXLmy0SCU2+1mzZo1zJ071/+erutMmjSJlStXNrksl8uFy+Xyvy4vK29yWiFEnIhgv+bvE0qrmV2vCUJJczwhRDsK6er/L3/5C7NmzeKpp57iH//4B999F9zRQlpaGpMmTeKJJ55gypQpMSmo6MCsjvCm393E+wlyXEyQYoamuYu9Fs5tEvQ6UdSXSF+iBKM6nkTa/lqQn58PQPfu3YPe7969uz+tvsLCQnw+X6PzfP/9900ua968edx5552tLLEQoi1FXhOqZn6l1QShtJogVARlkEGohBBREHIVlO7du/PnP/+ZP//5zxQVFbF7926qqqrIzs5mwIABslMSkQt329nY8iQixlq6mFdEsW2MiEvy9YqOasen5s2RPmPauyQxM3fuXGbPnu1/vXrXas48/sx2LJEQIhYUmJ0/WWpi9hpoPmmOJ4QwrT+4Ho/hwabbGNFtRJstN4J2UJCZmUlmZma0yyJEeOQiOCHJ19YxKP//+P1GVYMnTaSLxNVY09/WVrN8/qfm/ztKWpFJ+Hr06AFAQUEBPXv29L9fUFDAiBEjGp0nOzsbi8VCQUFB0PsFBQX+/BrjcDhwOOpqIaempbai5EKIthDJDX/DqGl2ZwQ2x9Mwu4mSo6AQnd2l713qf75hxoY2W66MjicSnxxD40/ghWFV89M1+lwkHKkMK9pNKPuOBNi/9O/fnx49erBs2TL/e6WlpXz55ZeMGzeu0XnsdjujRo0KmscwDJYtW9bkPEKIxBTR6HgG/qC8pmt1HZMDyhd+bShp+SKEiIaIakIJERdCvfCQ42X0hXPOUgE4Y1UQISKUAEEJEYYE2c+Xl5ezbds2/+sdO3awfv16srKyyMvL48Ybb+Tuu+/m6KOPpn///tx6663k5uZy/vnn++c588wzueCCC5g1axYAs2fPZsaMGYwePZoxY8Ywf/58Kioq/KPlCSE6L8Nn1nfSfJj7yZoglKGZtaMMi0IPYwcqzfGEENEgQSghROSaCfLJNX4Hp4L+xZ/A7TJuCylaKyZfbQyb4a1evZrTTz/d/7q2X6YZM2bw3HPPcdNNN1FRUcE111xDcXExJ598MkuXLsXprIvkb9++ncLCQv/r6dOnc+jQIW677Tby8/MZMWIES5cubdBZuRAisUVUE0qB0mq66axp/6L7NJQG+MCwhVkGqQklRIfSlk3wAkkQSggRfc01s5Pzl45FIz6DPPFYJtG+4mCbOO2001Cq6YJomsZdd93FXXfd1eQ0O3fubPDerFmz/DWjhBAdU0R9QvkUSlNogc3yfGDUBqHCbY4nJ3FCiCiQIJToGOofQ+PgYkOESb6zxKLq/Y9niVBGETm5JhJCiEYpo6YmlKH5a0JpBihNSRBKCNFuwu6YvKCggEsvvZTc3FysVisWiyXoIYQQQVoIEPpQHMip4nCGq82KJKJPTktFu5ANTwjRSUQSADIMhaKmJpSZCZpPM4NQBhjNzt1oIYQQotXCrgl1+eWXs3v3bm699VZ69uwpbYOFCFVnqo3RzFmNqteR1IFuVeR3rQYdHHsspEoFzYSiNLPPiYSQKOUUoWvsO23t93xHRs3/2PUNJYQQ4YrkmquuJhRm1QN/x+SAr/acLIwySBRKiA5l2PPD/M/bsn+osK/2PvvsMz799FNGjBgRg+II0cEkUpOlesI9MWk4f2jys6v9E5ekeSQIJYQQQggRBYah6prjaYBeWxOKmuZ44ZEglBAiGsJujtenT59mO9UUos3IZhhbza3flta9fDciniRwMFgIIYSA8ANABsofZfJ3TK6D7quZIJI+oaQFjBAiCsKucjB//nzmzJnDP//5T/r16xeDIgkRBXKx2T5CWe9y/tIhtLamnBBxa8bbYHW0dymEECJIpEEoo6b/p6DmeEjH5EII+NfUf+ExPNh0W5suN+wg1PTp06msrGTAgAEkJydjswUX+MiRI1ErnBAizjV17hLwflmyJ7I8REJIiK8vIQop4kb/U9q7BEII0VCY8R8FUFPrKag5ntLMNOmYXIhOb0S3Ee2y3IhqQgkRN6RZWNzxWpSs986g3ncsVfRF3JP9khAigUVaE0oBmsKsCaXXNM1ToKQmlBCinYQdhJoxY0YsyiFE59HBL4S8lnr31ZQ5MktzgsfLE4mktllewjXPS7DiiibIjkMI0UmEGwCqre2kAL32REurCUhhdlouQSghRHuIaBgqn8/Hm2++yebNmwEYOnQo5557LhaLJaqFE6JDiuT4rZFYF80hlFWh5GSmI0i0bVN0LLHY9l7+JSRnwfn/iEHmQggRoTBPmepqQik0pQXUhNLM9yNojie1noXoWG757BZKXCVkODK4++S722y5YQehtm3bxk9+8hP27dvHoEGDAJg3bx59+vThnXfeYcCAAVEvpBCNisXFh6aBIx0MD3iqYrCAzkGRgDVjRMclm2LHVXNnHxXFSlE/vGf+lyCUECKORFwTSpn9QAXVhFK1QajwD5AampzjCdFBvLX9Lf/ztgxC6eHOcP311zNgwAD27NnD2rVrWbt2Lbt376Z///5cf/31sSijEG3LkQJJXSC1OzjSQJMaMdDS6QAAajJJREFUfg2EO+S93DjreBL4/LOl5qEiwSXwtimEEE2JqE8oHyhNmf1A1dSE0g2tJggVfnM8IYSIhrBrQn3yySesWrWKrKws/3tdu3bl3nvvZcKECVEtnBDtStfBkQr2FKguiaxmVCc9tssdsk4ongM7sjl2fNH8jjP7mzchhBAinkQyOl5NTSgC+oQioCZUJLtOTdNQSg6sQnQEI7uNpLCqkOyk7DZdbthBKIfDQVlZWYP3y8vLsdvtUSmUECGpXxsnVhfBmmbWjLLYzeeR6GTH6pA+bjwHLUTLVMC/RNm+w63BJxJC1PuXu2F99PISQogoaV3H5DXN8fSaTsoVKBVZTSjpz1OIjuOFqS+0y3LDbo7305/+lGuuuYYvv/wSpRRKKVatWsW1117LueeeG4syChGaWF9Y2pNBC/sn01AnvADuhB9ZCNGW5JpICNHBRdQcr7bncYX/qk9D89eECrdjcpDOyYUQrRf2FfUjjzzCgAEDGDduHE6nE6fTyYQJExg4cCAPP/xwLMooRPikxkNstbBem+tzR76Sjka+USGEECLeKAAfGJoyOyOvOTfTahKVirxjciGEaI2wm+N16dKFt956i61bt/L9998DMGTIEAYOHBj1wgkRFjkmxkT9/p2q7D4K01xkeuykNrELUfXD2/LddDgJFXqSoLQIx8HNoFsh++j2LokQQviFWwPJQPmPe40FoYwIOyaXIJQQHceOkh34DB8W3UL/jP5tttyI2xYdffTRTJs2jWnTprUqALVgwQL69euH0+lk7NixfPXVV01Ou2nTJi688EL69euHpmnMnz+/1XkKIcKzpW8ZBTnVfN+vtMlpggJXtR1iNphGxA2LLfx5VNC/uCMj4Ikg4Wyo/zgJHhsds6IIIURbqK0JpQCttk8oQNM1tFY0x5MYlBAdx7lvnssFSy7g3DfbtlulkGpCzZ49m7/85S+kpKQwe/bsZqd98MEHQ1744sWLmT17NgsXLmTs2LHMnz+fyZMns2XLFrp169Zg+srKSo466iguuugifv/730clTyFEE+pftB0ANoPXYoCvhVm1erM3dsKimnhftD17SuTzJsJ32EQAQmnxGkIToWr0G2wi8C2EEIkskj6hlAFY6h2qNdB8oCxmbahwqyRITSghRGuFFIRat24dHo/H/zxaHnzwQa6++mquuOIKABYuXMg777zDM888w5w5cxpMf+KJJ3LiiScCNJoeSZ4iQckFRtv7DPACgwPiR01+D6qZV/UStJYmErGlgdUZ8dzytYm4UX9j3ANUt0dBhBAi+sJtjqcwR8DDqDe4s242z1OakiCUEKJdhBSE+vjjjxt93hput5s1a9Ywd+5c/3u6rjNp0iRWrlzZpnm6XC5cLpf/dWl5RUTLF6KB2gugjnKlHuLnaNAUqqN8/o7IYq13dhoi+U5FIlgewTx3lES7FEII0eb8NaGoFzjSQfNpKLvC8BF2D8EyOp4QHceGGRvaZblh9wk1c+ZMysrKGrxfUVHBzJkzQ86nsLAQn89H9+7dg97v3r07+fn54RarVXnOmzePjIwM/6PP6CkRLV+IIOXAovYuRJRFGoSS85X4pVkims1b25RNglEiDigUbmsjvZvsbvuyCCFEtEVS+8isCUXDJsp6TXM8wPBJx+RCiLYXdhDq+eefp6qqqsH7VVVVvPDCC1EpVFubO3cuJSUl/see1Uvbu0giFNG6+PUCPwLRrgC3Ksr5JZD6Qaj6I+wBDQNTEsxoH3rYg6SyhTJ+dJbXvRHv56ONbVuyvcWh1m1IjQahhBCiA4gk8GOgzCAU9fauOmiGhtJBRRCEEkKI1gr56qO0tBSlFEopysrKcDrr+hDx+Xy8++67YXX8nZ2djcVioaCgIOj9goICevToEXI+0cjT4XDgcDjq3khtRSe9Ij6Ec0xdCWwGkoFfE70Lak/N/450XeSv/KKaPSEK6vC5wXfRsAZNS/mJGHKmhTW5Cx9l/o27FZSc+Ip6bJH1TdbkGAcy+IEQoqOIpNW80USfUFpdTShzhDyFHsYCpDmeEKK1Qq4J1aVLF7KystA0jWOOOYbMzEz/Izs7m5kzZ3LdddeFvGC73c6oUaNYtmyZ/z3DMFi2bBnjxo0L71PEME/RCWzGPBJXAu4o5tsRa/rUfoYWOhNv0BxPdBj+mGqrt+c2/EGoev9l+4xPrRmlMZruyDAf7aBfv35omtbg0dT51XPPPddg2sCbhEKIjiGimlCG8p+PNegTygBDU+Azg1CxLosQIj4Ne36Y/9GWQq4J9fHHH6OU4owzzuA///kPWVlZ/jS73U7fvn3Jzc0Na+GzZ89mxowZjB49mjFjxjB//nwqKir8I9tddtll9OrVi3nz5gFmx+Pfffed//m+fftYv349qampDBw4MKQ8RScT6nG19o55LI6rHSH4VKstugGS2gtxLZG+mma30470u+woLLbI520q6J9go29+/fXX+Hw+/+uNGzdy1llncdFFFzU5T3p6Olu2bPG/lloKQnQ8EfUJ5aNmGLx6u0gNdJ9mBqh84VfYl32MEKK1Qg5CTZw4EYAdO3bQp08fdD3s7qQamD59OocOHeK2224jPz+fESNGsHTpUn/H4rt37w5azv79+xk5cqT/9f3338/999/PxIkTWb58eUh5ig6ipQuKeLjgCPiJxENxWutglotKm6/lCTFrQskpSsem6p/UxpuY/eg6wq85DkXQN1lHlJOTE/T63nvvZcCAAf5zsMZomhZxNwZCiAQRwQHXMBSGhhmECpzfXxMKMKQmlBCi7YV91te3b18AKisr2b17N253cPul448/Pqz8Zs2axaxZsxpNqw0s1erXr5/ZtrkVeQrRqFg20+kg16wFWdUQWgwqqDJTg4/fWI0FOZ8RCUM21pjQIxilcRtQDNhC3M2Gui++6DmwJoVfnihzu928+OKLzJ49u9maB+Xl5fTt2xfDMDjhhBO45557GDp0aLN5u1wuXC5XXR5l5c1MLYRobxHXhAIzCBXYT4JmBqEU0hxPiM7usTMeo9pXjdPStk35ww5CHTp0iCuuuIL33nuv0fTAauRCdGoJ1gykSaqJ583NoklkScSRRP8NdgbWCE5+PgL6NZ5UbfNRnuwls9yOJdx90dALwi9LDLz55psUFxdz+eWXNznNoEGDeOaZZzj++OMpKSnh/vvvZ/z48WzatInevXs3Od+8efO48847Y1BqIUQsRNQnlK+mT6j6HZProPk0FEZEzfHk9E6IjmNin6ZrWsdS2G3qbrzxRoqLi/nyyy9JSkpi6dKlPP/88xx99NEsWbIkFmUUIvZicZHaAQ/StRURw+p4vKYqeP08hEhMsgHHhMUetawUiu8GlLIzt4JdPSuilm9be/rpp5k6dWqz/W2OGzeOyy67jBEjRjBx4kRef/11cnJy+Oc//9ls3nPnzqWkpMT/WPbtsmanF0K0s0hHx6sZrThodt3sKsoAqQklhGgXYdeE+uijj3jrrbcYPXo0uq7Tt29fzjrrLNLT05k3bx7nnHNOLMopRNMUrW/SFcvryo50zVq/dtde4Khmpmspr7bo6Fw0rbP0wyMbWKfitShz1CfgSLqboxKwpdmuXbv48MMPef3118Oaz2azMXLkSLZt29bsdA6HA4fD4X+dmpYaUTmFEG0j4tHxoKZPqPrN8TQzzQj/EClBKCFEa4VdE6qiooJu3boBkJmZyaFDhwAYNmwYa9eujW7phGhJPF9cBh6j47mckaj9bHLzPHFZ7JCS3d6liJ2aEYGCqHr/RccW6ff84R3w6QPRLEnYnn32Wbp16xb2jT2fz8eGDRvo2bNnjEomhGgPEfUJZdQMFGMQfE6qg167f4ykJpSMjidEh/HUhqeYv2Y+T214qk2XG/Zt8EGDBrFlyxb69evH8OHD+ec//0m/fv1YuHChnPSIthXKMTPU42osm+N1oAtepVTQiZBChXZiFM46kO6kYk+zQFJmvU4iOjafpvzNEoRo1mcPmf9P+UO7LN4wDJ599llmzJiB1Rp8mnbZZZfRq1cv5s2bB8Bdd93FSSedxMCBAykuLubvf/87u3bt4qqrrmqPogsh4ohhqCaDUFrtqHjSHE+ITu3htQ/7n181rO3OHcIOQt1www0cOHAAgNtvv50pU6bw0ksvYbfbee6556JdPiHaVjSvUTtiECrwfzPBoqCPHMo0om0ldwE97IqwwRKoVlGF7mXLMWUYZTWFlfPn9qPp5kh4msXsIE55wWjFgCYJsP2F68MPP2T37t3MnDmzQdru3bvRA367RUVFXH311eTn55OZmcmoUaP44osvOPbYY9uyyEKIGIuk9lFtn1CaQXDbF90cLU+BdEwuhGgXYQehLrnkEv/zUaNGsWvXLr7//nvy8vLIzu7ATTtEYqoGQunvVmpCRSSUSksKFdyRuZy8tC97SpQ7ga7/JP786Kjw9xEk2oHFZm53VocZhKpPqejWygvoay7iXJO7Rqkw4Tv77LNRTYzgsHz58qDXDz30EA899FAblEoIkWhq+4TSDC14Z1hbO0qZu1+pCSVE55XpyKTIVUSmI7NNlxv2rfC77rqLyspK/+vk5GROOOEEUlJSuOuuu6JaOCGaFcoxcxFwIEp5iWCtXWfRWue6pfELW9E4e0pUslEJ9KNx662oaSMiZ3WY/Y6lZIMtqenfabw1C72jBG76sb1LIYQQfpH2CQUKTdFITShAmYEqCUIJ0Xmt+OUKNszYwIpfrmjT5YZ95XbnnXdSXt5wqJnKykruvPPOqBRKiFYLPJ6+205lqF8TKnGu2Zvk/yih1Cpp6hwlFushNce84BXNszrNoF1nE9XfoAQ8Q+JIg+QssxZUG1ByTSSE6MAiaY5nGAqjiRGkNaWZNaGM8JvjScfkQojWCvtsWinV6M7nm2++ISsrKyqFEiIsLV1YhlIJojM0x4vlZ2zwuumFBV0sRqtMmm5e8DrSopRhB2VPau8StI/CKOZljV5Txo5Jq/ktprZ3QaTprxCiU1OGeZKlKa1hEEoj4uZ4ILWhhBCtE3KfUJmZmWiahqZpHHPMMUGBKJ/PR3l5Oddee21MCilExNpzpLX6y42XYFQ0RXlgvFarvfB1lbXlUhOH3ja1UuLOwZpuh6KRV2esSRaOpC5tWiux2Wahke7/KwrrAttCCBEHwg36GChz7Adqmt7Vm12ntiZU+M3xhBAdR3F1MQYGOjpdnF3abLkhB6Hmz5+PUoqZM2dy5513kpGR4U+z2+3069ePcePGxaSQQsRcrGtCqbpFdKR7RyGvtrY8v3Gkgs8NXlcbLjRBRBJAqQacjbyfaOes9dsbKDic4aYrYQZM9LDH8+g87Klga2xjSTB/H2D+v6OkfcshhBA1wm0CVzvynVKN9AkF5smoAhXJ6Hg15WlqAAUhROI4ZfEp/ucbZmxos+WGfDY9Y8YMAPr378/48eOx2TrpHXWRWEK9E94pjqNhfshGJg/qWqeF7Np1lSZ1gfJC8+xKmCIJnmwCPgf6AWebb/ljq4kWTa3tFyNAaYqHCrykhD9QrKjPYouPJnhCCCHM2k1GzWmwQYMrPl1hpitlBpPCPKZLczwhRGuEdOZdWlpKeno6ACNHjqSqqoqqqqpGp62dToiYilWEI5r5dsDjs6of1WviM6qaO2wtTVcv8+jRdPOCuFpqMvhF0kTq85r/OwEvzR4x4jqO68DsG66R270leCQIFQ321HYb5a7RgGhcb5BCCBGecIM+CuqCUDTWJ5T5htLAMIAwK0prmib7WSFExEI6887MzOTAgQN069aNLl26NFoltLbDcp9Pah6IBNSGB9IOcczWVOs/SP1AVbTZkqC6NMYLSSCdeTSb7sCO9i5EB6bpHWt0yjl7OvfvRQgRd8IPQtXVhNINGjTH02q7itDA8Krwg1Ad8U6rEJ3Qql+tanLguVgKKQj10Ucf+Ue++/jjj2NaICE6lEaaACWKVhW7uZlb2sdFbcQ8zRwNzl0ZpQw7qaaatKomnscrlYBNCBOFPbljBW2cUqNbCBFnwtzFGmD2CVV78GtidDxDUxiGjI4nRGeVYktpl+WGFISaOHFio8+FaFfNHTPDPZ624UV0Ih+2Vf3/jQ25EkGmSic234HVKUEo0eim1Z4DZ3Y4lnasBZUIAVDx/9u78zgpqnNv4L+q6mV6mIVlYIZhV5RFBgWJBEwuKMgSgmK8aDCyqx8JCITojRAiqFFirkYwGBdUwGsQNSqir8LlogQVVBYXEEQgIBGYYRsYZuul6rx/9HTTe3f1Wj3z++owPdXVVafqVFdXPX3Oc4goQXG1hGpotC6HDEJJkDRAmADNFVeBiIjiFlcijMrKSrzwwgvYu3cvAKBnz56YPHmyt7UUUdpEuwExcDCqacnQjuVIZoljtIaiiWfUxSSLeobhuZ2IspjeIJSnJZT35Bf4ctmdsNydE4otoYgovQIH7Ixq8+bN6Ny5M5588klUVlaisrISTz75JLp06YLNmzenooxEqZeOG5QsvQny73Ul/KdFSkyuZ8HRlAPYCSD0eAjhGeDmuNHK5uOZ187Jpfd9dgbAWrjf0ykk4j1IFxYCfyxObmGIiBKh83PLkxNKQ0P+p0AyIKnuFu2ayiAUUVPV7+V+KFtZhn4v90vrenU3E5g+fTpuueUWPP3001AU94Wnqqr49a9/jenTp2PXrl1JLyRR1kpWTihJRsNXWhnlF1yKcbtELPNGet4J9w0r4A5G/Sy29XrJ8bY1J12MHpSSEghKUHiKWf9r3gFgh/v93BVAqBRMqWiBp6f6XfVJXjkRUfzibgmlhEnZJwGSJjUEoeIoT2PKA0jUhNlVu9/vdNHdEurAgQP47W9/6w1AAYCiKJgzZw4OHDiQ1MIRUQODdCsLuodLxzVItc/jH+J4fTw3yRRV1odzeP2cHJLuywh3AMojVMq2TQBeAnBETzn0F4OIKFskkhMq5GsbuuNp7I5HRBmg+862b9++2Lt3L7p16+Y3fe/evbj88suTVjCiRineO3fFDDj19kVLPi2gTXfCo43pae3A3ESUAAFx4XgV7r95EZ1B4d7P1QC+a3i8DsCdaSvRBUPuByz5GVgxEVFyeEfHM4kI3fHcJ+G4glBsCUXUKMy9ai5qXbXINeWmdb26g1AzZ87ErFmzcODAAfz4xz8GAHz66ad46qmn8Kc//Qlff/21d97evXsnr6REehitmUZDeYSE+MpmyuDoUz48N/G6N8HnWuXCyHpJKBClntHeSzHi8ZWlnPG9TPhGtRI9Zn/62wQXQESUXHqDPp6cUGG/v5MBueF5qIAGAZlfzBA1Obf2uDUj69UdhBo3bhwA4L/+679CPidJEoQQkCQJqpr5HDbUxMV6M5KlN9rppqVjR4VbBVtCUQICE5LzLZ9h0d7Pet/vISqUdUxETZWm4UJ3vFABrIYvRTWIuIJQbElMRInQHYQ6dOhQKspB1GidamFHZXOH+4+474qM8WGvKzF5kholECWMB6FxHQNQkoTlGOMUSUSUErpzQqn+XdCDyIAsJAgB7yh6usrD7nhElADdQahOnTqlohxExpCCm9XDHWoAV2qWnW6iIbGAd5QxXoM0HY3h+M10ASjYdgB9Q0zPZMvHr14FzDag5/UZKgARkT+9QR9NvZCcPOQrJUBSL+SO0tvSnS2hiBqH//v+/1DnqoPNZMPQTkPTtt6YglBr167FyJEjYTabsXbt2ojzXn89L9ooTUTA71Cfh7zrTCoRcGMYy+4VITNixvhionix+2bTkIrzyFsN2dAXnkvBwomIUs/bEkoAIeNXMiA1DNLBIBRR0/WbTb/xPt41cVfa1htTEGrMmDEoLy9HmzZtMGbMmLDzMQ8UZcLRNnVwSBraazaYEcdw4ekSb1JyI2m4sfduRphrEBH2jwgzZ/u+aaxiqReDXouKMIUXEhOXGwIDhUREUcUT8NG0C4PhhHy9BEiaBNHQF09vdzyeu4koETEFoTRNC/mYKNPO5jtwvE0d4AKELHAR8uJbUIoDIFkdXxEhH+pbRDIuVrJ6JzZe4QI9RBGlMgDFQ5KIGpF48i8J1TMsc4SWUBq74xFRZujOCUVkBLUWF75vX4sam8s77UyBAxdlsEwxyfZv/gOvUbJ5W0gf4ffL3TUzi/i1fsqysjdakc6HeusomecidsMjoiynqYDWkA4h5OlRBiQhuU+1DEIRNVnp7ILnS3ffpZkzZ+LJJ58Mmr506VLMnj07GWUiiuq7ztV+AaggcTfZifN1sSwz0ze+spK0RV3YpBg3KtTw6eFyRZGxsJooC3gP07MZLAQRUQrEE/ARqvCmgQjXHU/GhZxQuuP+HB2PiBKgOwj1xhtv4Oqrrw6aPnDgQPzjH/9ISqGIonEpWdgttBHczAeOilfVLEIg0POaGK5TmJ+HUkEEPGDXwaYh7PkkC6p/4cKFkCTJ76d79+4RX/P666+je/fuyMnJQVlZGd577700lZaI0iH+nFARRseDJzE5GnJCsSUUEaWP7iDU6dOnUVhYGDS9oKAAp06dSkqhiPQK+9EZ62dqqm5OQi03C26E/ETYhu+La+J7PVGGMfCZYUk8LzS2U8xll12G48ePe38+/vjjsPNu2bIF48aNw9SpU/HFF19gzJgxGDNmDHbv3p3GEhNRSsXxeSW0hq9dIgWh4NsdL/VlIiLy0B2E6tq1K9atWxc0/f3338dFFxk+Iw81Ill54xF3oQ3waS8uFF80/AQVK5WVkpUV3kQYNddZYJl8/+bxlHlJqIOUVOPCQvdPhphMJpSUlHh/ioqKws67ZMkSjBgxAvfeey969OiBhx56CH379sXSpUsjrsNut6Oqqsr7U32+OtmbQURJktDoeAjfdU4C3Nd2zAlF1GSVrSzz/qST7sTkc+bMwYwZM3Dy5Elce+21AICNGzfi8ccfx+LFi5NdPqKIjHrvaziS7ngzcDTUcty/hOertfBfr/k8juHCRoR5TIYlXNn17gsMmrpzkmVP+ZucRM4DWX4O2b9/P0pLS5GTk4MBAwZg0aJF6NixY8h5t27dijlz5vhNGz58ONasWRNxHYsWLcIDDzyQrCITUQrFlRPKpyVU+OW6aUIwCEVEaaU7CDVlyhTY7XY8/PDDeOihhwAAnTt3xtNPP40JEyYkvYBEhMTvlRWz/tccBNDe5+/AZlAR7uEFs+80HqES6+8CcD4DZUmEFHAtzgM0s5IeAwyu0Gys4v79+2PFihXo1q0bjh8/jgceeAA//elPsXv3buTn5wfNX15ejuLiYr9pxcXFKC8vj7ieuXPn+gWvtn+/HUN6D0nORhBRcsVxrtTUC3kQw+UQlyABmvtcqWnQ1T+GicmJKBG6g1AAMG3aNEybNg0nT56EzWZDXl5esstF1Lhk+rM6npZQIXgSWIqGhJexXIQE3gj6jYqn50Y0G+8oG6PzACoR56dHBgUeP5l+T5Jx3b0zqaOJ6jFy5Ejv4969e6N///7o1KkTXnvtNUydOjVp67FarbBard6/8/J5HUdkVHG1hBICwn8smRDLhbs7ngRoLgFY9JeLXzkSZbf3f/E+NKFBTtK9Yqziuo1wuVzYtGkTDh48iFtvvRUAcOzYMRQUFDAgRcaiNzF5ij5LhRDeUUqy/eZXaACEcH9jFuP5KqYk0LyOyQ5qpgsQG9EwNLX378ADjMdb5kWqAz31k+zcdK0uTnABydO8eXNceumlOHDgQMjnS0pKUFFR4TetoqICJSUl6SgeEaVB3Dmh4M6IEO4LQ7lhuQICmqr/xMkgFFH2a5/fPvpMKaA75PX999+jrKwMN9xwA6ZPn46TJ08CAB599FHcc889SS8gUUhs1aBTHDso4Cbe74ZeDZOYPBRvFvPg5VAWClfnRqvXwIBvQLm9gdG4ys0TTtYx2vEZo+rqahw8eBBt27YN+fyAAQOwceNGv2kbNmzAgAED0lE8IjIo0RBUkgTC3u1JEtyt22UBLZ4vmPhRSERx0h2EmjVrFvr164fKykrYbDbv9BtvvDHoQogoY1LcsinrJOlCIWi3RjiDiIbh9GJpBSViSV5OmRWqikQib7FMXL2GiIZ+E8diMtRVi8II6vMbYlqWuOeee/DPf/4Thw8fxpYtW3DjjTdCURSMGzcOADBhwgTMnTvXO/+sWbOwbt06PP744/j222+xcOFCbN++HTNmzMjUJhBRksWTf0kT7hHvIo3BITV82SiAuFtCERHFQ3d3vI8++ghbtmyBxeLfcbhz5844ejTUcFpEKeI70hWE+8Nwf+aKEyRUK4yM3Rgl70JBQFwILAXnyXXPk4rrkiy9qcx6MQ1uaMzKialU+wD00rlgcw5g55D2CUnWISMCzknJ8OeLgLwS4NdbkrjQ2Pzwww8YN24cTp8+jdatW+MnP/kJPv30U7Ru3RoAcOTIEcjyhej/wIEDsWrVKsyfPx/z5s3DJZdcgjVr1qBXL70HNREZVbyj40UbREYS7hE7hAwIVxzlkgJH/CCibPOLtb/AqdpTKMotwpvXv5m29eoOQmmaBlUNbrP5ww8/hBy5hShlPB98vh+uH2aiIDFK6IM6Q982BTQcEVJAuCGwi5MnGBjvOkL9TYYSthubkestRNkSKy6//U25eCqoNknrrj3t/smA1atXR3x+06ZNQdPGjh2LsWPHpqhERJSNtIYAvSSk6C2hJLaEImqq9le6W3BU2ivTul7d3fGGDRuGxYsXe/+WJAnV1dVYsGABfvaznyWzbEQRiYb/QjyRyEJTQhj5Bj2Mf7cJuKPzCfppchZuEMUnTFWnpLVbqiU7gTUZS8P3Y0ZtmUdEFI94uuMJzT06XsScUAAgAE0S0DQGoYgofXS3hHrssccwYsQI9OzZE/X19bj11luxf/9+FBUV4ZVXXklFGYkiS0Y+EN6zBHGYNUAL/VxMeZ68/1CjlGV16z0tiAt/UyOSzAotuxmwNU/iAomI4hfX6HieAZk1hL3bk2QJkrclVFwFI6IsN677OFQ5qlBgKUjrenUHoTp06ICvvvoKr776Kr766itUV1dj6tSp+NWvfuWXqJwo5XxGbzPsDaVvl8EsTpYL+CQll2IdWUxc+Nc3fxcvWijNhO+DLH4PUngicDTPRNy0LEkLIiJKPwHhbgmFhgBWuOsuyR2kEgBbQhE1UfP6z8vIenV1x3M6nbj44ouxf/9+/OpXv8Kf//xn/O1vf8Ptt9+eUADqqaeeQufOnZGTk4P+/fvj888/jzj/66+/ju7duyMnJwdlZWV47733/J6fNGkSJEny+xkxYkTc5SMDi/b5F+tnKm9MQwraLZ6gXyyj2YW7KQw1LZbrGNaRMWU86T5lpWQGBMOdP3hMElEjoLc7ngAAzZMTCuHPkXJDEEoI5oQiorTSFYQym82or69PagFeffVVzJkzBwsWLMDOnTtx+eWXY/jw4Thx4kTI+bds2YJx48Zh6tSp+OKLLzBmzBiMGTMGu3fv9ptvxIgROH78uPeHXQUbn6xp1BBrIMaIwqTc0uToo1HF0EiKsknQQADCrx4NX6USAkbURBYUuglLpEu1N1ierMIQEWUPDaIhCBWF7B4hT0AgjoZQceWqIiIC4khMPn36dDz66KNwueIYyzOEv/zlL7jjjjswefJk9OzZE8888wxyc3Px4osvhpx/yZIlGDFiBO6991706NEDDz30EPr27YulS5f6zWe1WlFSUuL9adGiRdgy2O12VFVVXfiprknKtlEa+X4OZsONZTaUMYBvGviYu75EaPUkos0Xy7KIYsYDyFASrY5Ir0902Qf+Dzj0UYILISJKDr0tjgQAqO7fcqTXNrSE0sDR8Yiaqm3l2/DJ0U+wrXxbWterOyfUtm3bsHHjRvzv//4vysrK0KxZM7/n33zzzZiX5XA4sGPHDsydO9c7TZZlDB06FFu3bg35mq1bt2LOnDl+04YPH441a9b4Tdu0aRPatGmDFi1a4Nprr8Uf//hHtGrVKuQyFy1ahAceeCDmchPFLdvug0NcXwhJeEfHK7Sbw77Ur6VJqOTxlB2yuK5CHnZZvD1NSoz1lJLqfPkm9++F51KxdCIiXfQGe7SAlsoRFgypocloXDmh2BKKKOtNWT/F+3jXxF1pW6/uIFTz5s1x0003JWXlp06dgqqqKC4u9pteXFyMb7/9NuRrysvLQ85fXl7u/XvEiBH4xS9+gS5duuDgwYOYN28eRo4cia1bt0JRlKBlzp071y+wVbV/Kzr0Yw6pJimJdzT1iorqwoAWg+GCMtFk6oM+VHcrcaGbS64r9CnEv2dMJu8miUKLKa8ZpVYyqoDVSESNnc5LQE9LKE0SMEXqlywDsnohh5QGEbnlFBFRkugOQi1fvjwV5UiqX/7yl97HZWVl6N27Ny6++GJs2rQJQ4YMCZrfarXCarVemJDXLGgeMrhwNyIZSkyuQWBPqypodQLwpFGLlBwyWwgB+IyOd7xZHdohzKAEyRytijIvMCdUltVtyCT72f5+pNCyOQ8fEVGAuFpCaQCUKB9zMiC5GuZX9Qeh2B2PiOIVcxBK0zT893//N9auXQuHw4EhQ4ZgwYIFCY2KV1RUBEVRUFFR4Te9oqICJSUlIV9TUlKia34AuOiii1BUVIQDBw6EDEJRIxCYEyrDNxwuCGg+LS3CjTJneDFcX1QjdH64iI2+smX7Kaxsr0Imrc6wFB1Afi0v410Hu+ERkYHozgmloWHsEAEpUvpfyZOYHA1BKH1kSXdqYSIymHR2wfMV89nj4Ycfxrx585CXl4d27dphyZIlmD59ekIrt1gsuPLKK7Fx40bvNE3TsHHjRgwYMCDkawYMGOA3PwBs2LAh7PwA8MMPP+D06dNo27ZtQuUl0s0wd+rxFUQI/0Ca31IaromckS5b4lltoq3aKP2MXjchRk4LekzZxbfuwtyfBXW5ZH0TUTbS+aWJ5nKf7KI2+JUBSb3QEsqlMwylSMEpToiIYhFzEOqll17C3/72N6xfvx5r1qzBO++8g7///e/QNL1xc39z5szBsmXLsHLlSuzduxfTpk1DTU0NJk+eDACYMGGCX+LyWbNmYd26dXj88cfx7bffYuHChdi+fTtmzJgBAKiursa9996LTz/9FIcPH8bGjRtxww03oGvXrhg+fHhCZSXjCjvSWoZvOnSPAGdEgd2wUrgKMqBUdWlNQ54zEak1oqcYKS8FxUXn8WSg0z4RUVLpbgmlNvxG9M84kyrDpbi77zn0BqFkBqGIKD4xd8c7cuQIfvazn3n/Hjp0KCRJwrFjx9C+ffu4C3DLLbfg5MmTuP/++1FeXo4rrrgC69at8yYfP3LkCGT5Qqxs4MCBWLVqFebPn4958+bhkksuwZo1a9CrVy8AgKIo+Prrr7Fy5UqcPXsWpaWlGDZsGB566CH/vE+U9VKS0iVddy/pvktKVgJgn3xAMS3S85pIrZsYBcgq3tZxnl9ZWn8MVBARUTbQnRNK9W0JFfm1JpcEVRYQTsCuMwglSzIkSLEPQENE1CDmIJTL5UJOTo7fNLPZDKfTmXAhZsyY4W3JFGjTpk1B08aOHYuxY8eGnN9ms2H9+vUJl4myg/AEOBK9EU7V52eW3qCHIiT/gIPwHSYvkOSTmyXUbML7D2WprAw+STzqDCVJlZH0nHsLCxt+MzcUEWUf4RNLitoSyuX+YHRB6A5CAe5AlOppekVEWadsZZn3cTrzQ8UchBJCYNKkSX6tierr63HXXXehWbMLo8m9+eabyS0hkV5Gvss0ctlCSKS4ngBhyGBFMnNFUWpFzDAfYj6jCByswPMrG4NnjVGKWkEa7TAkIkqUpLP7uicnlCaJqOdZk+oJQmmwQ38wSZEVqCqDUESkT8xBqIkTJwZNu+2225JaGKJGKVQC3XTfKcmJj2ASlOQ35hfC7yKIN4lZzjcoZfTKlIIfG73I1IAVRUQEIP6cUO7XRqZoEiQVcEkCDqHp/nKAycmJKB4xB6GWL1+eynIQNQ1C/8VEUljzk7csPbmAYmntwJtNygAedhTW1A2AYs50KYiI4qKpwvs9UbRrTkmWYHJKcNk02FVNx52hG4NQRNlt9c9Xw6k6YU7zdY/OUw2RwSQrwJGiO1IBEXQBkPYEjskMQPnm1JEA1AP4AOHPJPGMrBcpiTlRPKQLvz0t+oTkHg2IMiTR7niB54OAgRMS0uGqBBdARJQ8ervjCQ3eQWGiNmKX4A5C5QtomoADGiyxD57OEfKIstxlrS7LyHoT76NDZDQGDFYkPXFurGQFsObF/fLAYc/984kL4DQgKqK8NtLoeN55DFhp5C/bckIBIcskIjxHaRapDvTWT4iul6xjIsp28bSe11ThzgclgKjxKxkw2WW4FA1wAg6d386wJRQRxYNBKGoUROAfcdx8VLSoxyG5RvcHsKGZc5O3rIBAUaw38yJUiwc99cMbycwK3P/Zkt9LhPnTp1WUsTeAYsZ6JCLy8raEQgxBLDNgqpfgUgRQB93JyRmEIqJ4sDseEYBamwv/Lq4FZMAJDZciOV3YMjuMvQRYEgtCiXABh8AmUoGvQ8P1D4NNjY/w+2VoSRuZkVIjVF3orB8B97f9AiJ5LaCWjwKatQJufinBBRERJUZvVzygISdUw3kw6qstgKlaggZArROw6/wiVpIkyJChNaYvcImakDmb5qCyvhItclrgL4P/krb1MghFWSsp95INC6nNvfDNTxWcyVhy2HVJfomVUshkBaTEGjv65q8KSsESqiWJCPFQCp0Hi7GARiaeCrXmAfbqpBclkBA+x3HDWyKh449JqzPPd5TGsM3e4vT9xwkugIgoOeLpjic0n5Sc0V5uAUxOGXABLrv+IBQAyLIMTWMQiigbbfh+Q0bWy+541LjpTEye9MCIdyS5DIRcUpYsUt+2hEzEHs/uYNSq8bHmJxwozQiTNdMlyH6pej/7tt7MaEtUIqLMcLeEcp9kY+qO55QAFXA5tLhSUrBLHhHplYVX/0RRxJkTKiVC5EKym/X1t4+brL+hYw1cOAenN3AU024MM5Onm4ze15HBJbvekpm3LArhGxJlMnxjS6B6Eq7Zkt7AxUMSXUpcFi1ahB/96EfIz89HmzZtMGbMGOzbty/ia1asWAFJkvx+cnJy0lRiIkqluFpCRbn88iMDsiJBcQAup9CdEwpgEIoom11dejV6tOyBq0uvTut62R2PGgV3S6MQH9RGu88UAb9TSWdLqHqo2IsqAMDFaBhRz/dGPaD7XVCi50ASIMJtZ6LDs1P6BByzST90LbmAI1Vd8kJ0A5V0BFgjkRVAS1NAmSILPJ8kep6966PEypOAf/7zn5g+fTp+9KMfweVyYd68eRg2bBj27NmDZs2ahX1dQUGBX7AqnjwyRGRAcbyVNfXCVy4xnQrMgFIvw2UWcNg1aFYBWceKlZS1vCeiVHvmumcysl4GoShrXejiJvn90reQZJUmRum8L9DZZagC9d7Hh1ADICD/uOdGL0IeKD8SvNsbdjf73jxGCliRobkbH8ZZUbICKBZAdSS1TLrUAAh/fx+aZALi+MaYfCTxvd1YThPr1q3z+3vFihVo06YNduzYgf/4j/8I+zpJklBSUpLq4hFRmsXdEqrh+iqmV1sAc50EV3P3CHkOq4YcxB5YYksoItKL3fGo8TDQXYi3O1vgp38WfDntF3iKs7zC5z+96ySDMWCrvXgFjfbo2ba341gYv/lNjQTzxTW2c8m5c+cAAC1btow4X3V1NTp16oQOHTrghhtuwDfffBNxfrvdjqqqKu9P9fnUDxBARPrFE4TStAtXXzG1irQASp0El6IBtdCdnJxBKCLSi0EoanwSyiWS2lsYEfTAoGovPIxa1HA5oRpaQgU9HdiaSmfyeMowb7e8gArRABwCcDqOZcaRv0yvsO9tASCe+29rfiLFoWjvZz3v97CtMeM8aRz7EqiIHMRJB03TMHv2bFx99dXo1atX2Pm6deuGF198EW+//TZefvllaJqGgQMH4ocffgj7mkWLFqGwsND7M6R3ZnJgEVEUcXwZKHwa6cbcEsohQ4WAqIPuvFByNg4wQkQAgO8qv8Oe03vwXeV3aV0vu+NRdgoMYvh0/eLIa0ng/vLdvVs8+zWga51n5JVwI/+JSDmhImFdGFOobpi+77l/ATjZ8Pd4ADYdy05Bq6KYW/HxeMtO0Y7HRDw3yP174bkEF5SY6dOnY/fu3fj4448jzjdgwAAMGDDA+/fAgQPRo0cPPPvss3jooYdCvmbu3LmYM2eO9+/t329nIIrIgOJtCaXpyQllARSnBOECVE3oHiFPkiQokgJVsIs6Uba5ae1N3se7Ju5K23oZhKLs5Rt4SpKU3I9meRLuqKmawrRquhAEEP7DpkdZbtgVMVhgLL4t2iS4W0J5jvV/AbhMx7LMNqDubFKLB6R4cMYsfk8bQrQTi44K8guWBz6Otj6DmjFjBt59911s3rwZ7du31/Vas9mMPn364MCBA2HnsVqtsFov5A3My8+Lu6xElDrx5oTynPNi6o6nAGaXBKiA06Xp7o4HgEEoItKF7SepcTNSV68suQkK7Lbk/bshwCA8wQfPBU6YJifCN/gUazJzMj7P4SBCTDZovRq0WI2EAaNxPuenoOkGJ4TAjBkz8NZbb+GDDz5Aly5ddC9DVVXs2rULbdu2TUEJiSit4hkdryEnlKQh5js9RZYAF6CqAnY1jiAU8yQSkQ5sCUXZKxktjNJ0UyIkd5Nov4BOFhAQwRcwgcGHCN3xOOJdIxChrlKdQy1hAQHTpDL4pmeFZO7DUJ8H8S4/g93wpk+fjlWrVuHtt99Gfn4+ysvLAQCFhYWw2dx9XCdMmIB27dph0aJFAIAHH3wQP/7xj9G1a1ecPXsW//3f/43vv/8et99+e8a2g4iSI5HR8WLqiudZj0WCqV6Cq5kGe50K6GwcybxQRNkpnV3wfDEIRY2CX2OcRG5sknRTFKpHSbbes3rLHZgbynPTFzYpcJi8PNm6Iyi8wGPBCHUcFCwN+A2RugBVk2KAHWiAIiTL008/DQAYPHiw3/Tly5dj0qRJAIAjR45Ali/c8FVWVuKOO+5AeXk5WrRogSuvvBJbtmxBz54901VsIkqRuHJCCffoxJKeL2stgKlOgrNAQK0VcOVpMOnoMMMR8ohIDwahKGtFTDxs0JuSbBgdzy9wJuA3wpSACN7vEQYd897nB+ZrYcLyxslgdRSyy2DQTHEu3IC90LJKoi1ZfestzDkp5uT0BiJiGM1h06ZNfn8/8cQTeOKJJ1JUIiLKNkJrOMXqaQplBkwOCU5JALWAHTqDUOyOR0Q6sO0kZacU3ewmfbF+OZEMdoceCwFovi1HdL4WQPgbTSPl66LoInXLkwx4iIcqS4gE+WRQMVaQb7D7wrTs6vZMRBSOrkBSA7+WULGyACaHDJcQQB10JydnSygi0oMtoahxi/YBnOLuQ8LTZ00SwSM4ZYMIIxBGGx0P8AlOhFt2qAXyxtHYsqV+or3XAvNF6W2Zky37wciMmjx8YWHD78zlhiIiAhLICeV+cezMgMklQRUCWp2AQ2cQSpZkSJCMnyuSiPyUrSzzPk5nfii2hKLGwffrHn7+JY8I3p0xtTIINyqez3LBKssOYbq0BdVZvN0so9H7LTCT4TctIc5RzPVFRE2ZuyVU+NGLQ5IAEyRABVwOAbtQda+XraGIKFYMQlEWC3OnYaSbD9/uP76tgoxUxgBBDZsCAkoXghDRN0JIwTmkhMSE0I1FyJv/TIuQKN9vhsBomhHKTkRE5ENvdzxNuxCZ19uGygQZcAEuWcBep68lFMC8UEQUO3bHo8bBYK0fDHlzHidPsMkbTIrhqiamYFusV0cMEhhDlHrwjjYXYZ60ipYTKtu6xjY2iSYmj3edsfjlK4DJmtKiEBHFQm93POFy/9YgdJ9iFUWC7ARcOQL2Wg3I1fl6toQiyjrPDn0WdtUOq5Le6x4GoYh8pO3e2Qg36bEQDTfroRqcSQEtSkK81jtfqLxRntZQDAYYW7Ycqx6Bo6bF2u0z27azsUowkCl8R/OM99zS/WdxvpCIKLM014VzoKT3GssCKPUSXLkaHPWaO7m5jgUwCEWUfQa2G5iR9bI7HlEaCClLW174XsBIwXmcowqTmNxwI6lRcmRbnbJbaGYlsu9Zb0TUBOjtjudJ5STieC0sgNnpHiFPxJGc3Ga2wWaywSJbIPMWk4giYEsoylph70H03FgGRFREkpvmBCf1Nj6/RksRCuwJqkWcJ8QyAfjvYr11RcZlhDqKsQyNqctsVop2qk1GgIp1mnVMkgmyLEORFMiSDE1ocGkuqEKFJvTnqCHKdnq743laQgkAchwtoUxVEuqgArWAHRqs0Ne6Kd+S732saiocmgN2lx0OzaFrOUTUuDEIRY2CkMBuXang25POczHjCT7Fsr9DjVwFhKwr3i9mF82nxgQCum0asDLdAwMYfCADiltSq/H//RbIKQSG3J/MpVIYiqQgx5QDm8kGWQrfekLVVNS6alHvqo9pYAyipsgTqxUQ+ltCyYBJSHBBAHXQ3RIqkCIrsMnu1lGa0OBQHbCrdthVe0LLJaLkeXLnk6hyVKHAUoCZfWembb0MQhGliXukuCh5lAxA+AUXLkSRPEEnrWEbtMBcT6FI8AtceaaJsNEpMjxPvRk16OvXqjHE01LA8wYOnDV6ydrnya67bc+7fzMIlVISJORb8pFjyolpfkVWkG/JRzNzM9S56lDjrNG1PpNsgkkyQZEVKJICAQFNaN7WVk7NGc9mEKVUIi2h9L4WcI+QJzRAVQXsDg2w6F5ESLIkI8eUgxxTDoQQsKt2b1CKQWWizFm2a5n3MYNQRLEK9fmqO3FR8omAAjSKj1cBdxa5gHv3w+1r/OcJelHoRelaL2VOLKPhRZk3MTovopMxImMsjBqEy3Y6jyFvK9hQgx+QYZllMwosBXEN6S5LMpqZm8Esm1Flr4IWobWGBMnbysokR77kVTUV9Wo96l31UD2JdYgyTe9HoPfQ1T86HgCYJAlwAS5Fg71aBVrGsZAoJEnyC0g5Nae3hRS73RI1DQxCUdYSUsNncxKT26by3kWE/cPAItzYCRlAuOv0hlZSnnhg0Ah5IZanqyyUfoH1Hy4AnG3YEio7xZCvLu5AoWIB8tvG+WKKxmayIc+cp7+rUACLYkGLnBY45zgHl+YKej7XlItcc27ELn6+FFlBM7kZck25sKt21DhrGIxqomRJhgQJkiT5/244qWi40IIuHWXRQ9MaWqsD0XPvhWCCBKiA0yJgr0t9QEiSJFgUCyyKBfnIh0N1oM5VF3OXPQmSN38cW1QR6dcurx1O1J5Am9w2aV0vg1CUvUQW3ghnW+sJT3l99qmnS6Hnw97vGidg+8IFoESYUfMC10UG5Ns90/u44YFRv8AMd0wlUl4ep4lJZmLyZLfI+8PJBBdA4eSacpFnyUva8hRZQXNrc5ytPwuXcAcErIoV+ZZ83TfvHp5WGlbFymBUEimS4k0479sVMlX7VoIEk2zyrtP3ePANVkiQvPMosqLruElHKx5F0tdaUHjiYlJ83fEkiwTFCbgsAo769H+oewJSnhxStc5auITLW59m2QyLYvHWmW8wW9VUuIQLLs0Fu2qPGiSUJdk9GILP8eE5Jl2ai0EtahLW3bQuI+tlECqM//3f/0Vu1ysAW0Gmi0JRGPkjwi9IFinwEovcFLSJjsK3kUhggxHhkxtKCRV9ivR3OtmaA2ZbBgtgECZrUhfnd2x7AsKJXK+GO771lltv8CLellCynJH3pOEkclwl8bzApPOJ27BhA/p06IN8a370meNgUZKUXCaALMloaUv+e9G3yxDgDjjwxjR2siRH7QIZyKW5EgrkeAIVibayi3l9Aa14POLdDgmS7kBYIE0N8QWhHmbA5JShagLOeg0qQlzjpYFvDqlYKbICBQqsihXNzM38nvMEpBRJ0X18qJoaFCyVpAvBy1iXoQnNGxyU3A+8gUIhBDz/uf9PznnG05IvMBDrSwjhbUnG7pCULgxChXHddddluggUi6R/Lqbu4jLhJSc5iBBKxJROAU9qkUbJi9YdJlTAItwOSkaVpGHfNTUCIrjuE/lCO1l1lM5unjyuki/e+mBcIGFDhw7NdBEMTZIkmBVzpovRqOkNWhlVJrdDaGj4YkhAiue8aAZMNRKc0IBawA4VuY3gdjGROvEEtxIRdRkZ7CnhCagRpVP8oXaiTIvlhB3rB3Da8sIYf3Q8ACHL5+1+5zlrRApCNSzDu5goDaXIwALeG97umIHJoEPMm0l+8VPpwjS/ImphXkDZLdG6PHcUOF+elKIQEaWTpgpv6+R4G4SZhAyXJIB6wKGyZQxRY1deU46TtelNRZD9oW0iJC/pd9iAit7l+C4vy25u/Yrr+RrNN/+Pz3zenE+QQrz4wqSAnlve5sZ+Laai7fss24+Nlm9OqEBGuFZN1+h4ZAhCCP/oou9zYf+I4ome7t8Lz8VfMCKiDBAuXAhCxXlRa4IEVbi/erRXa0BhUotIRAZz3T/cPcB2TdyVtnWyJRQ1bekKbDQEWbyrM3pAJTCmFOYmD5JPUmofIQNZgctnQCA7xHisCojEuuMlW3A+/Mi5yoz+nmxswp1TfJ+PdVFS6MdERE2KHdD+JSBq3X/G28PKJLlHyHMpAvYaI3y7RESNDYNQRKkkAh5m2w1SqNYFIUbHC//yCKkV05m7h5JOkwS0wACjEeooTBnc77/AxGbh56cUS3S/M4BIRORvOyDqAHFGADmAFGcKM5MsARrgggZ7rZG+XSKixoLd8ajxivZNe5iXJJWnRZGIEpDJIkGNSSIE1gRCV4Pw/BPYTy+WFVJm+dSHJvv84Zts3gh1Fu3YCsxfZYQyNzVJagmV1NcCwPwTCS6AkiLwM4KIwjsNYA/gdGgQ+QDyAOlcfG8gRZEgCcAFAUd99JZQVXDihGZHjd0Fm0VBkWJFc5gh8w1MlBV23LYj7etkEIqyVsQWNka8ocyaz2IR/EhyB9L85grKERWiVYyn211gfURqQWPEuqOQtMC2tCoy37ooxqCSkNz99eLNmUEpEu+xk8xjjqMeZpYLwGYARwD0BdA7s8UhMjwB4GOgSjhxIseO2vYqIAMmV3yfb5JJgskpwSVrqHdoOIwaFMCMfJhgbuhEo0LgTJ0DJ87Uo65KheO8hlqzCptdRpXJCZNNRpHJgqJcK3JaKkCzJG4vESWVRbGkfZ0MQlHjo+dmJFOtIAweaAlquSQujLbil38Fwn+0tEDexOP+CXoMvvkUSmDcUIK3O57w5DvzBIAzmUIiVEAzRDJ10dBySzJS6y2ips4FYB2AfwM4CcDRMD3JgSgXNGgALMxKQY3BfqCuUsVBWzVqc12obO9AQY0JZjXO41sGzE4ZtWYVJs0Jx3YNp2Q7YAFyJRNyNQVn651w1Wmotao4b3ah3qxCcgDnTIAZEvLPmuFwqSiX6pH/jRnNzWbkdTDB1lmBbOGXP0RNHYNQlN2S/TmWpBtRv3vfhhZBwi8IIyAZsGlU2A6DAiGaQjX88h3hLtTLEByTiGvUQAYJMiNCk8OgwKOnFVSW1JVA6Lz5lAUMmI6MEuQE8D6Ao0D19y5Uyy60KDfD+qnivlrtmfgqVAiU19aj4vt6aC6BopZWlLa1wSIzGEVZygE4t2nYX3gedTUqTl1qR45dQfPzcSaEatD8vBlnZAcqmzsgZMAkJORUK6hxumBVFdTKKs6bnXCpAtYqGUVnLchVFdjNGqpzXajMc6BSBnLrFNQ7VVQJJ6RyQKmQ0KzQhPxSE/KKTMiDyZDXw0SUWgxCUXZL1p1HQNeypAtcfhbfMXkCD6LhsQjVysT3BeG65MW8wjhfRymnBbRwM0RLKF8+x11ggNUbCGVOqMyIlgMuxvoI1QIzMF6u28LCht/nElwQxcwB4D3AWaHhh/o6nO5mh8gHjp2RUOqyoc3HVsgmCbg0vsULCJyGA0eP1cFxWEOV2QlVE1DPCZw54kBJ8xwUd86BYuPNMGUXdbvAgZbVqDut4mRXO0yyhKLTloQDO+YCGcWnc6CVC9gtGupzVNTnqqi2ugCT+wuc3BoFre1mWMwy0AaABORAQY5QoDoFakwuVBe6UCHskJyAxSEjR5FRfd6Fs3tlyDYJllYyWhdZUZRv9Xb1I6L0KltZBgDYNXFX2tZpiHf7U089hc6dOyMnJwf9+/fH559/HnH+119/Hd27d0dOTg7Kysrw3nvv+T0vhMD999+Ptm3bwmazYejQodi/f38qN4GMxCg3lYGf/z5NLjJdtFj5xRe8wSafiFoMycWFFHT7H7oFW7bslKbOJ+joDQB4jgNPSyijdMeL9JRvInXKftHOH1nUQg9I/nWRodkB8f8ETtbY8Y21Cidb1eN0Lwd+KKvF2Yud+MFai73Nq3D+cydwUP/iz8OJvfXncXh3Dc794MSxnDqcsztRY3fhmFyHs3YnjlbU4ZvPzuH0Z3aICsFzQyOkauJC3kLf3IUagBoAFQD+BWAXgK0ANsLdNfRdAG8BeA3AqoaffwI4iowfJ+K0wOGzNaiud+FEWzuQB7SpzElOQnALgBJA7iDBVqygRaEFbWUb2jtsKHZZ0U6zochihSVfBnLgf10nAYpJQgHMKLXb0FbLQQvFDJNZQrXkwglhxw+WOpSjHmdOOvDDl3X4euc5/OtANaqrXbGV7zyA/QA+BrCp4bE98c0movTIeEuoV199FXPmzMEzzzyD/v37Y/HixRg+fDj27duHNm3aBM2/ZcsWjBs3DosWLcLPf/5zrFq1CmPGjMHOnTvRq1cvAMCf//xnPPnkk1i5ciW6dOmCP/zhDxg+fDj27NmDnJycdG8ipUO2fHmZBeUMulGHOwAV7lrLG/OL0B0vsM9TFt0LkkeYACMAwBNo9ASgMjmic4wHl4YQrbiIDCAV10WGIuC+WbQDqAdqP3PhiKUW1TUuVBe4cPZSJ4RZwGZXUNnBgZpmLrQ8aEFd8/Mo2mtFO5MN5k6hv0N1QEM91IYfDbVwobrcBccRDWdyHLBLGnJPKGheZ4acK+GcyYlKqwPnXU60sFvgUDUc31WPZk4TcvJk2JoryClSYG0tQzJlwQe4wQgI2KGhDqr3p77hA8IGxe/HAjlp3bKcdg21lSpqq1yoqVFRa3fB4dBgUmXk1itoVm9Cbp37t8UlQ5UE7BYVdrMGu0lDvaTCIWnQIKBCuONWioBqcn+JlnNeQe5Od7lzixXYOiowFctJu8bT6gWc5zU4qjU4awScdRo0TUAySZAVd+JwSQGqT7pQaXHglGKHq4WG4qocKFoKj1MFUCBBgaLrZRaXDAtk5AOAAJzVGuxODbUWF07nOXDW4kSzOgXOGg1njjlgsyiwmRRYZBkWRYbZJMNikiE7JdgrVdSf02DXVNRbNNiFCg2A7aAC2x4FuQUKbCUKbO0VyPmh94UTGuqEinqnijqHijqX+0eChFxFgc2iINesINdiQk6k41IAqAVQBXdQrApANQAzgAIA+Q2/CxB8xy1wISgqu/dtSu8RXPA770IFYG34yYE76MhTHKWRJETCDdcT0r9/f/zoRz/C0qVLAQCapqFDhw64++67cd999wXNf8stt6Cmpgbvvvuud9qPf/xjXHHFFXjmmWcghEBpaSl++9vf4p577gEAnDt3DsXFxVixYgV++ctfRi1T1b6P8V1FEpIPUOo4gVpFBRTAVq+g3qzCJjd8KFY3zNMM7m+38mJY3mkArYDaHBW59fo+XCOpVVTkViqotaiwQ4UmAa2s6R+BIFaqLOA0achxuPfBabsD1TYX2jttOONwoLaZCotZhsOpARLQTrWhRnKhUJhRrtSjTa0VslXCUdTBpQg0rzHjXAsn4AJEQ2Ci0GmCRVWAWiDX5F5PnU1FTo0CqSBC4aoRW11ScoXZ70dtdbBqMmqcKkpcVlhlBSgH0AruC7AMq3a4YLdqaCUscCkCNXBBdQjUKipUWUBSgA7/zoWUBx5XmeA5T4fb97G+36uBWpMKBzQ0z2k48E4BKARqZRW5SsP5vB7ui/wYjs1+OW8A5lygz69iKEDyJfu6KBafH/4c8pGuydkAvVTAeULgTAsH6nPdn+uSABSXBJfZfYkquYC8cyY0V8yQm0W/UxIAXCb351mdVUW15HLfJArA5JTgew/tki9cBlvrZOTVm2CWZZhNkjuBcvIuCZo0z/WF0+Te3xaXBLNThpzCEUo1CDg0DXZocEoaTA4ZVocMi12GovqsV4X7Jt3pfo3LLOCyCGiygJDdXc+FDIiGY8Vsl2ERMsxW2f0Zksqv9FVANJRLkgBJkiBJcAcuZOCM3YHzua6ERsPLGM39PvWSAJuqIFdVYIIEkyZDgQTJE6TR4G45aQecLg0uIeBUNAipIdBlkmGySEAuYgqoCAlwKhqcZg1OkwYICRanDItLhkmNY1+6Gn5kuI8JQ/Q3Iopuf5v1sJlsGNN1TNrWmdGWUA6HAzt27MDcuXO902RZxtChQ7F169aQr9m6dSvmzJnjN2348OFYs2YNAODQoUMoLy/H0KFDvc8XFhaif//+2Lp1a8gglN1uh91+oQ3nufPVQfOQwciACQ1DcsmAyfdM74nxSD6Po7G5fyX7A9ykSYAVMMkSJKGEHkHOQGQhweQzmopNVqA4AVmSkCspMDslKJIMtSEIJcuAVbjnb6aaICnuDcxXzdA0DVZFRoHD7L7AU90XGlZJgaJI7rppOAOZJNn9bUwkxo3dNW5h9nu+wwxJdt/QKVLDMdMMhrnoMssyZE1yH6caYIUMAUBRJQhVAJoEKRc8rjIl2n6PtV4sgEmSIAmfA88G9+eC5HPCNSHmb3mrut+C/Pz8jHwpnIrrolACr3vOV51HYWJFj43nm3+fblGqJlDb2gWrJMHqNLkTlPvO79EMqNFU5AkTpBCVIyTAadLgMGlwKcLbAlepAwrrAi531TCPTYArT4MLGuogQVElWDQJJkWGIhv8A9yAfANPquLfJ7ZOAeqsmnsfJzkg5dA0OOAOUnjWaRISYBKwm1TYcxvWa5dhccpQc9zldJmDy+nLUzrPMSIJCWaXDLMmw2yWktKSRGiAKgRcmgZVCKgSoJkDy+RekaQCsllCoTPjHVvi5wye5IIGFwDIKtDwPlQcEiQN7jrKD64jB1Q4oELS3PVqNskwmSSfPKYXBlNRJQGnpMGpCEAT7px0de65HIoKh6xClmVYVAlmIUMJd1yqDeV3wB188u0yIOHCFx+eH8A/d6ZvWovAn2RdS/m2UPc9/4qG8skhflOTM6p0FPLz89O6zoyetU6dOgVVVVFcXOw3vbi4GN9++23I15SXl4ecv7y83Pu8Z1q4eQItWrQIDzzwQFzbQERERI3LifJjaF3cNu3rTcV1USi87iEiIiKP4+XHUVJckrb1ZXHoPHnmzp3r9y2ipmk4c2gXWtnczV7jUVVdgw79RuDf29ehIK9Zsora5HA/Jg/3ZXJwPyYP92XycF8mh2c/WnJyM12UlAp13bP333sh58lxX/cYXfX5agzpPQQbv96IvHz2wc1GrMPGgfXYOLAeGwdPPdpybGldb0aDUEVFRVAUBRUVFX7TKyoqUFISOhJXUlIScX7P74qKCrRt29ZvniuuuCLkMq1WK6xW/75Azfv8VNe2BKmqAgAUXDIABQWREt1QRNyPycN9mRzcj8nDfZk83JfJ0bAfMxWIScV1USihrnsGNB8QZ6mzQ1VD3fbr1I/vkSzFOmwcWI+NA+uxcajK0HVPRnt+WiwWXHnlldi4caN3mqZp2LhxIwYMCH0xNGDAAL/5AWDDhg3e+bt06YKSkhK/eaqqqvDZZ5+FXSYRERFRpqXiuoiIiIjISDLeHW/OnDmYOHEi+vXrh6uuugqLFy9GTU0NJk+eDACYMGEC2rVrh0WLFgEAZs2ahUGDBuHxxx/HqFGjsHr1amzfvh3PPfccAHcUb/bs2fjjH/+ISy65BF26dMEf/vAHlJaWYsyYMZnaTCIiIqKokn1dRERERGQkGQ9C3XLLLTh58iTuv/9+lJeX44orrsC6deu8STaPHDkCWb7QYGvgwIFYtWoV5s+fj3nz5uGSSy7BmjVr0KtXL+88//Vf/4WamhrceeedOHv2LH7yk59g3bp1yMnJSdt2Wa1WLFiwIKi5O+nD/Zg83JfJwf2YPNyXycN9mRxG2I+puC4iY9QtJYZ12DiwHhsH1mPjkKl6lIQQocchJSIiIiIiIiIiSpKM5oQiIiIiIiIiIqKmgUEoIiIiIiIiIiJKOQahiIiIiIiIiIgo5RiEIiIiIiIiIiKilGMQKsCkSZMgSRLuuuuuoOemT58OSZIwadKkpK/3zJkzuPvuu9GtWzfYbDZ07NgRM2fOxLlz55K+rnTI1H48fPgwJEkK+fP6668nfX2pkKl9BwDPPfccBg8ejIKCAkiShLNnz/o9f/jwYUydOhVdunSBzWbDxRdfjAULFsDhcKSkPIkw8n7ctGlT2ON027ZtKSlTIox8Xvzqq68wbtw4dOjQATabDT169MCSJUuSXpZkMfK+XLFiRdjj8sSJE0kvUypt3boViqJg1KhRKV/XzJkzceWVV8JqteKKK65I+fqaoqeeegqdO3dGTk4O+vfvj88//9z73MGDB3HjjTeidevWKCgowM0334yKioqIy/v4449x9dVXo1WrVrDZbOjevTueeOKJoPmOHj2K2267zTtfWVkZtm/fnvTtawo2b96M0aNHo7S0FJIkYc2aNWHnveuuuyBJEhYvXhxxmW+++Sauu+46b90PGDAA69evDzv/n/70J0iShNmzZ8e3ERS1HisqKjBp0iSUlpYiNzcXI0aMwP79+yMus76+HpMmTUJZWRlMJhPGjBkTNI/euqYLjHzd4ev06dNo3759yOtmCi/S56OHEAIjR46Meu4NtHr1akiSFPSerK6uxowZM9C+fXvYbDb07NkTzzzzjK5yMwgVQocOHbB69WrU1dV5p9XX12PVqlXo2LFjwst3Op1B044dO4Zjx47hsccew+7du7FixQqsW7cOU6dOTXh9mZKJ/dihQwccP37c7+eBBx5AXl4eRo4cmfA60yUT+w4AamtrMWLECMybNy/k899++y00TcOzzz6Lb775Bk888QSeeeaZsPNnmlH348CBA4OO09tvvx1dunRBv379Ei5XKhj1vLhjxw60adMGL7/8Mr755hv8/ve/x9y5c7F06dKEy5QqRt2Xt9xyS9BxOXz4cAwaNAht2rRJuFzp9MILL+Duu+/G5s2bcezYsYSXp6oqNE0L+/yUKVNwyy23JLweCvbqq69izpw5WLBgAXbu3InLL78cw4cPx4kTJ1BTU4Nhw4ZBkiR88MEH+OSTT+BwODB69OiI9dWsWTPMmDEDmzdvxt69ezF//nzMnz8fzz33nHeeyspKXH311TCbzXj//fexZ88ePP7442jRokU6NrvRqampweWXX46nnnoq4nxvvfUWPv30U5SWlkZd5ubNm3Hdddfhvffew44dO3DNNddg9OjR+OKLL4Lm3bZtG5599ln07t077m2gyPUohMCYMWPwr3/9C2+//Ta++OILdOrUCUOHDkVNTU3YZaqqCpvNhpkzZ2Lo0KEh59FT1xTMqNcdvqZOncr3p06RPh99LV68GJIk6Vr24cOHcc899+CnP/1p0HNz5szBunXr8PLLL2Pv3r2YPXs2ZsyYgbVr18a+AkF+Jk6cKG644QbRq1cv8fLLL3un//3vfxe9e/cWN9xwg5g4caJ3+vvvvy+uvvpqUVhYKFq2bClGjRolDhw44H3+0KFDAoBYvXq1+I//+A9htVrF8uXLYyrLa6+9JiwWi3A6ncnavLQx0n684oorxJQpU5K1aSlnhH334YcfCgCisrIyann//Oc/iy5duujdzJTLpv3ocDhE69atxYMPPhjPpqacEfalRyznxV//+tfimmuu0b2d6ZBN+/LEiRPCbDaLl156Ka5tzZTz58+LvLw88e2334pbbrlFPPzww37Pe96X7777rigrKxNWq1X0799f7Nq1yzvP8uXLRWFhoXj77bdFjx49hKIo4tChQxHXu2DBAnH55ZenYIuatquuukpMnz7d+7eqqqK0tFQsWrRIrF+/XsiyLM6dO+d9/uzZs0KSJLFhwwZd67nxxhvFbbfd5v37d7/7nfjJT36S+AZQEADirbfeCpr+ww8/iHbt2ondu3eLTp06iSeeeEL3snv27CkeeOABv2nnz58Xl1xyidiwYYMYNGiQmDVrVnwFJz+B9bhv3z4BQOzevds7TVVV0bp1a7Fs2bKYlun5jIxFqLqmYNlw3fG3v/1NDBo0SGzcuDHm+w+K/Pno8cUXX4h27dqJ48ePhz33BnK5XGLgwIHi+eefD/mevOyyy4LuWfr27St+//vfx1x2toQKY8qUKVi+fLn37xdffBGTJ08Omq+mpgZz5szB9u3bsXHjRsiyjBtvvDHoG7j77rsPs2bNwt69ezF8+PCYynDu3DkUFBTAZDIltjEZlOn9uGPHDnz55ZdZ2aIs0/suVufOnUPLli2Ttrxky4b9uHbtWpw+fTpkuYzECPsylvOi0Y9JIDv25UsvvYTc3Fz853/+p44ty7zXXnsN3bt3R7du3XDbbbfhxRdfhBAiaL57770Xjz/+OLZt24bWrVtj9OjRft/m1tbW4tFHH8Xzzz+Pb775JutagzUGDocDO3bs8GsdIcsyhg4diq1bt8Jut0OSJFitVu/zOTk5kGUZH3/8sXfa4MGDI3Y3+eKLL7BlyxYMGjTIO23t2rXo168fxo4dizZt2qBPnz5YtmxZcjeQvDRNw/jx43HvvffisssuCzlPtHrUNA3nz58POv9Pnz4do0aNCtvKhpLDbrcDcL8HPWRZhtVq9Xs/Tpo0CYMHD05oXeHqmsIz6nXHnj178OCDD+Kll16CLDM0Eaton4+A+zrm1ltvxVNPPYWSkpKQy+ncuTMWLlzoN+3BBx9EmzZtwt4/Dxw4EGvXrsXRo0chhMCHH36I7777DsOGDYt9A2IOVzURnmjfiRMnhNVqFYcPHxaHDx8WOTk54uTJk0HR4kAnT54UALzfqHqixYsXL9ZVjpMnT4qOHTuKefPmJbI5GWOU/Tht2jTRo0ePRDYl7Yyw72JtwbN//35RUFAgnnvuuZiXnS7ZtB9HjhwpRo4cGfNy080I+9KznGjnxU8++USYTCaxfv16XctOl2zalz169BDTpk3TtVwjGDhwoHd/OJ1OUVRUJD788EPv85735erVq73TTp8+LWw2m3j11VeFEO6WUADEl19+GfN62RIq+Y4ePSoAiC1btvhNv/fee8VVV10lTpw4IQoKCsSsWbNETU2NqK6uFjNmzBAAxJ133umdf/z48eK+++4LWn67du2ExWIRsiwHfatrtVqF1WoVc+fOFTt37hTPPvusyMnJEStWrEjNxjYhCPFt/COPPCKuu+46oWmaEEKEbAkVrh49Hn30UdGiRQtRUVHhnfbKK6+IXr16ibq6OiGEYEuoJAqsR4fDITp27CjGjh0rzpw5I+x2u/jTn/4kAIhhw4Z557vvvvvE+PHjQy4z1pZQoeqaQjPydUd9fb3o3bu3+J//+R8hhL6eGE1dtM9HIYS48847xdSpU73PhTr3XnvtteKvf/2r9++PPvpItGvXTpw8eVIIEfo9WV9fLyZMmCAACJPJJCwWi1i5cqWu8mdvE5sUa926NUaNGoUVK1ZACIFRo0ahqKgoaL79+/fj/vvvx2effYZTp055o8RHjhxBr169vPPpyfNSVVWFUaNGoWfPnkGRyWyTyf1YV1eHVatW4Q9/+EPiG5IBmdx3sTh69ChGjBiBsWPH4o477kjqspPJ6Pvxhx9+wPr16/Haa68ldbmpYPTz4u7du3HDDTdgwYIF+r6NyQCj78utW7di7969+J//+R99G5Zh+/btw+eff4633noLAGAymXDLLbfghRdeCPrmfcCAAd7HLVu2RLdu3bB3717vNIvFwvwUBte6dWu8/vrrmDZtGp588knIsoxx48ahb9++ft+ov/TSSyFf/9FHH6G6uhqffvop7rvvPnTt2hXjxo0D4G5p0a9fPzzyyCMAgD59+mD37t145plnMHHixNRvXBOyY8cOLFmyBDt37oyYtyRcPQLAqlWr8MADD+Dtt9/2tlr897//jVmzZmHDhg1+rXMoNcxmM958801MnToVLVu2hKIoGDp0KEaOHOnXGnXRokUJrSdUXVN0RrzumDt3Lnr06IHbbrst/g2jkNauXYsPPvggat60jRs3eh+fP38e48ePx7Jly0IeGx5//etf8emnn2Lt2rXo1KkTNm/ejOnTp6O0tDTmFqcMQkUwZcoUzJgxAwDCJlIcPXo0OnXqhGXLlqG0tBSapqFXr15Bo4U1a9YspnWeP38eI0aMQH5+Pt566y2YzebENsIAMrEfAeAf//gHamtrMWHChPgLn2GZ2nfRHDt2DNdccw0GDhzol8jVqIy6HwFg+fLlaNWqFa6//vqkLjdVjHpe3LNnD4YMGYI777wT8+fP17lVmWHUfQkAzz//PK644gpceeWVOrYo81544QW4XC6/pMZCCFitVixduhSFhYUxL8tms+lO5EnJVVRUBEVRgka7q6io8HYtGDZsGA4ePIhTp07BZDKhefPmKCkpwUUXXRR1+V26dAEAlJWVoaKiAgsXLvQGodq2bYuePXv6zd+jRw+88cYbydg08vHRRx/hxIkTfgmSVVXFb3/7WyxevBiHDx+O+PrVq1fj9ttvx+uvv+53A7Rjxw6cOHECffv29Vvu5s2bsXTpUtjtdiiKkvTtacquvPJKfPnllzh37hwcDgdat26N/v37J+0LvHB1TbEx2nXHBx98gF27duEf//gHAHiDlUVFRfj973+PBx54QPc2NhXRPh8/+OADHDx4EM2bN/d7/qabbsJPf/pTbNq0KWiZBw8exOHDhzF69GjvNE8Q0mQyYd++fSgtLcW8efPw1ltveUcg7t27N7788ks89thjDEIlw4gRI+BwOCBJUsi+rqdPn8a+ffuwbNkyb+Z43z7PelVVVWH48OGwWq1Yu3Zto/nWJt370eOFF17A9ddfj9atWye8rEzJ1L6L5OjRo7jmmmtw5ZVXYvny5VnRf9uI+xFwf9guX74cEyZMyJqAsxHPi9988w2uvfZaTJw4EQ8//HDc60o3I+5LwD307muvvZbwt9Xp5nK58NJLL+Hxxx8Pagk3ZswYvPLKK35DVH/66afem97Kykp899136NGjR1rLTJFZLBZceeWV2Lhxo3eIaE3TsHHjRu+NlIfnW9sPPvgAJ06c0B3Y1zTNm9MGAK6++mrs27fPb57vvvsOnTp1imNLKJLx48cH3bgMHz4c48ePj5or8ZVXXsGUKVOwevVq7w2Rx5AhQ7Br1y6/aZMnT0b37t3xu9/9jgGoFPIE/Pfv34/t27fjoYceSniZkeqaYmO064433njDb8S+bdu2YcqUKfjoo49w8cUXx73epiDa5+OkSZNw++23+72mrKwMTzzxhF+QyVf37t2Dzpnz58/H+fPnsWTJEnTo0AH19fVwOp1B93+KokQclTYQg1ARKIribZof6oOqRYsWaNWqFZ577jm0bdsWR44cwX333RfXuqqqqjBs2DDU1tbi5ZdfRlVVFaqqqgC4m09m8wdlOvejx4EDB7B582a89957CS0n09K978rLy1FeXo4DBw4AAHbt2oX8/Hx07NgRLVu2xNGjRzF48GB06tQJjz32GE6ePOl9bbiEd0ZgtP3o8cEHH+DQoUNBHxJGZrTz4u7du3Httddi+PDhmDNnDsrLy71lM3oA2mj70uPVV1+Fy+XKuubx7777LiorKzF16tSgFk833XQTXnjhBb8g1IMPPohWrVqhuLgYv//971FUVOS9kNPjwIEDqK6uRnl5Oerq6vDll18CAHr27AmLxZLIJhHcQ0FPnDgR/fr1w1VXXYXFixejpqbGG5xYvnw5evTogdatW2Pr1q2YNWsWfvOb36Bbt27eZUyYMAHt2rXzBlafeuopdOzYEd27dwfgHv79sccew8yZM72v+c1vfoOBAwfikUcewc0334zPP/8czz33XFa0/jWi6upq72ciABw6dAhffvklWrZsiY4dO6JVq1Z+85vNZpSUlESsx1WrVmHixIlYsmQJ+vfv7z3/22w2FBYWIj8/36/7EOBuvdGqVaug6RSbaPX4+uuvo3Xr1ujYsSN27dqFWbNmYcyYMX5fDMydOxdHjx716165Z88eOBwOnDlzBufPn/eeR6+44goA0euaYmO0647AQNOpU6cAuFudBrbgoWCRPh+Li4tD3pt17NjR2woYcAfrb7zxRsyYMQM5OTlB50ZPPXimWywWDBo0CPfeey9sNhs6deqEf/7zn3jppZfwl7/8JfbC68og1QRES4gXmLxtw4YNokePHsJqtYrevXuLTZs2+SX98iRv++KLLyKu15OILdRPtGGhjShT+9Fj7ty5okOHDkJV1fg3IkMyue8WLFgQ8hj0DL3qSdYb6sdojLwfPcaNGycGDhyof+PSzMjnxXD7ulOnTgltc6oYeV96DBgwQNx6663xbWAG/fznPxc/+9nPQj732WefCQDiq6++8u6Ld955R1x22WXCYrGIq666Snz11Vfe+ZcvXy4KCwtjWu+gQYMazWe3Uf31r38VHTt29NbVp59+6n3ud7/7nSguLhZms1lccskl4vHHH/cmt/YYNGiQ3/vqySefFJdddpnIzc0VBQUFok+fPuJvf/tb0DXDO++8I3r16iWsVqvo3r27IQfhyBbhzkHhEiKHSkweWI/h3nuRkiwzMXliotXjkiVLRPv27YXZbBYdO3YU8+fPF3a73W8ZEydOFIMGDfKb1qlTp4jXlvHUNbllw3VH4GuYmDx2kT4fA/nWo0enTp3EggULwr4m1PFz/PhxMWnSJFFaWipycnJEt27dQn72RiI1FIiIiIio0du0aROuueYaVFZW8ptWIiIiojQzfjIXIiIiIiIiIiLKegxCERERERERERFRyrE7HhERERERERERpRxbQhERERERERERUcoxCEVERERERERERCnHIBQRERERZdykSZMgSRLuuuuuoOemT58OSZIwadKkpK/3zJkzuPvuu9GtWzfYbDZ07NgRM2fOxLlz57zznD59GiNGjEBpaSmsVis6dOiAGTNmoKqqKunlISIiaswYhCIiIiIiQ+jQoQNWr16Nuro677T6+nqsWrUKHTt2THj5TqczaNqxY8dw7NgxPPbYY9i9ezdWrFiBdevWYerUqd55ZFnGDTfcgLVr1+K7777DihUr8H//938hA2ZEREQUHoNQRERERGQIffv2RYcOHfDmm296p7355pvo2LEj+vTp4zfvunXr8JOf/ATNmzdHq1at8POf/xwHDx70Pn/48GFIkoRXX30VgwYNQk5ODv7+978HrbNXr1544403MHr0aFx88cW49tpr8fDDD+Odd96By+UCALRo0QLTpk1Dv3790KlTJwwZMgS//vWv8dFHH6VoTxARETVODEIRUZMzadIkjBkzJtPFICKiEKZMmYLly5d7/37xxRcxefLkoPlqamowZ84cbN++HRs3boQsy7jxxhuhaZrffPfddx9mzZqFvXv3Yvjw4TGV4dy5cygoKIDJZAr5/LFjx/Dmm29i0KBBOraMiIiIQn+yEhFlKUmSIj6/YMECLFmyBEKINJWIiIj0uO222zB37lx8//33AIBPPvkEq1evxqZNm/zmu+mmm/z+fvHFF9G6dWvs2bMHvXr18k6fPXs2fvGLX8S8/lOnTuGhhx7CnXfeGfTcuHHj8Pbbb6Ourg6jR4/G888/r2PLiIiIiC2hiKhROX78uPdn8eLFKCgo8Jt2zz33oLCwEM2bN890UYmIKITWrVtj1KhRWLFiBZYvX45Ro0ahqKgoaL79+/dj3LhxuOiii1BQUIDOnTsDAI4cOeI3X79+/WJed1VVFUaNGoWePXti4cKFQc8/8cQT2LlzJ95++20cPHgQc+bM0bVtRERETR2DUETUqJSUlHh/CgsLIUmS37S8vLyg7niDBw/G3XffjdmzZ6NFixYoLi7GsmXLUFNTg8mTJyM/Px9du3bF+++/77eu3bt3Y+TIkcjLy0NxcTHGjx+PU6dOpXmLiYganylTpmDFihVYuXIlpkyZEnKe0aNH48yZM1i2bBk+++wzfPbZZwAAh8PhN1+zZs1iWuf58+cxYsQI5Ofn46233oLZbA6ap6SkBN27d8f111+PZ599Fk8//TSOHz+uc+uIiIiaLgahiIgArFy5EkVFRfj8889x9913Y9q0aRg7diwGDhyInTt3YtiwYRg/fjxqa2sBAGfPnsW1116LPn36YPv27Vi3bh0qKipw8803Z3hLiIiy34gRI+BwOOB0OkPmcTp9+jT27duH+fPnY8iQIejRowcqKyvjXl9VVRWGDRsGi8WCtWvXIicnJ+prPLmn7HZ73OslIiJqapgTiogIwOWXX4758+cDAObOnYs//elPKCoqwh133AEAuP/++/H000/j66+/xo9//GMsXboUffr0wSOPPOJdxosvvogOHTrgu+++w6WXXpqR7SAiagwURcHevXu9jwO1aNECrVq1wnPPPYe2bdviyJEjuO++++JalycAVVtbi5dffhlVVVWoqqoC4O4aqCgK3nvvPVRUVOBHP/oR8vLy8M033+Dee+/F1Vdf7e0GSERERNExCEVEBKB3797ex4qioFWrVigrK/NOKy4uBgCcOHECAPDVV1/hww8/RF5eXtCyDh48yCAUEVGCCgoKwj4nyzJWr16NmTNnolevXujWrRuefPJJDB48WPd6du7c6e3K17VrV7/nDh06hM6dO8Nms2HZsmX4zW9+A7vdjg4dOuAXv/hF3IEvIiKipopBKCIiICj3hyRJftM8o+55ul9UV1dj9OjRePTRR4OW1bZt2xSWlIiocVqxYkXE59esWeP399ChQ7Fnzx6/ab4jn3bu3DmmkVAHDx4cdb5rrrkGW7ZsibosIiIiioxBKCKiOPTt2xdvvPEGOnfuDJOJp1IiIiIiIqJomJiciCgO06dPx5kzZzBu3Dhs27YNBw8exPr16zF58mSoqprp4hERERERERkOg1BERHEoLS3FJ598AlVVMWzYMJSVlWH27Nlo3rw5ZJmnViIiIiIiokCSiKWzPBERERERERERUQL4dT0REREREREREaUcg1BERERERERERJRyDEIREREREREREVHKMQhFREREREREREQpxyAUERERERFRIzVp0iSMGTMm08UgIgIAmDJdACIiIiIiItJPkqSIzy9YsABLliwBB0QnIqNgEIqIiIiIiCgLHT9+3Pv41Vdfxf333499+/Z5p+Xl5SEvLy8TRSMiCond8YiIiIiIiLJQSUmJ96ewsBCSJPlNy8vLC+qON3jwYNx9992YPXs2WrRogeLiYixbtgw1NTWYPHky8vPz0bVrV7z//vt+69q9ezdGjhyJvLw8FBcXY/z48Th16lSat5iIsh2DUERERERERE3IypUrUVRUhM8//xx33303pk2bhrFjx2LgwIHYuXMnhg0bhvHjx6O2thYAcPbsWVx77bXo06cPtm/fjnXr1qGiogI333xzhreEiLINg1BERERERERNyOWXX4758+fjkksuwdy5c5GTk4OioiLccccduOSSS3D//ffj9OnT+PrrrwEAS5cuRZ8+ffDII4+ge/fu6NOnD1588UV8+OGH+O677zK8NUSUTZgTioiIiIiIqAnp3bu397GiKGjVqhXKysq804qLiwEAJ06cAAB89dVX+PDDD0Pmlzp48CAuvfTSFJeYiBoLBqGIiIiIiIiaELPZ7Pe3JEl+0zyj7mmaBgCorq7G6NGj8eijjwYtq23btiksKRE1NgxCERERERERUVh9+/bFG2+8gc6dO8Nk4i0kEcWPOaGIiIiIiIgorOnTp+PMmTMYN24ctm3bhoMHD2L9+vWYPHkyVFXNdPGIKIswCEVERERERERhlZaW4pNPPoGqqhg2bBjKysowe/ZsNG/eHLLMW0oiip0khBCZLgQRERERERERETVuDFsTEREREREREVHKMQhFREREREREREQpxyAUERERERERERGlHINQRERERERERESUcgxCERERERERERFRyjEIRUREREREREREKccgFBERERERERERpRyDUERERERERERElHIMQhERERERERERUcoxCEVERERERERERCnHIBQREREREREREaXc/wfI+Vffv10MoQAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for ax in grid.axes.flat: # iterate over all axes in grid\n", + " # first, filter x ticks to keep only ticks that are within axes limits\n", + " ax.set_xticks(\n", + " [val for val in ax.get_xticks() if np.clip(val, *ax.get_xlim()) == val]\n", + " )\n", + " # second, map format_tick_value over tick positions to make tick timestamps\n", + " new_tick_labels = it.starmap(\n", + " format_tick_value, # mapped function\n", + " # ... taking sequential tick pairs as arguments,\n", + " # front-padded with None (first tick has no preceding tick)\n", + " it.pairwise((None, *ax.get_xticklabels())),\n", + " )\n", + " # third, replace existing tick labels with new timestamp tick labels\n", + " ax.set_xticklabels([*new_tick_labels]) # make list b/c mpl rejects iters\n", + "\n", + "display(grid.figure) # show current progress\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "0b865fcb", + "metadata": {}, + "source": [ + "## Final Details" + ] + }, + { + "cell_type": "markdown", + "id": "17f62773", + "metadata": {}, + "source": [ + "The last order of business is to add a legend to the upper left corner of the main plot." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "394527b0", + "metadata": {}, + "outputs": [], + "source": [ + "grid.source_axes.legend( # add legend to primary axes\n", + " loc=\"upper left\",\n", + " bbox_to_anchor=(0.02, 1.0), # legend positioning\n", + " frameon=True, # styling: turn on legend frame\n", + ")\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "30ea984d", + "metadata": {}, + "source": [ + "# Et Voilà!" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "47fc94f2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(grid.figure) # show completed figure!\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "61f3c1e8", + "metadata": {}, + "source": [ + "## Want Insets Instead?" + ] + }, + { + "cell_type": "markdown", + "id": "a95647ac", + "metadata": {}, + "source": [ + "Just call `outset.inset_outsets`!\n", + "In this case, we'll also use `outset.util.layout_inset_axes` to tweak inset sizing and positioning." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0849c27a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "otst.inset_outsets(\n", + " grid,\n", + " insets=otst_util.layout_corner_insets(\n", + " 3, # three insets\n", + " \"NW\", # arrange in upper-left corner\n", + " inset_margin_size=(0.02, 0), # allow closer to main axes bounds\n", + " inset_grid_size=(0.67, 0.9), # grow to take up available space\n", + " ),\n", + " equalize_aspect=False,\n", + ")\n", + "sns.move_legend( # move legend centered above figure\n", + " grid.source_axes, \"lower center\", bbox_to_anchor=(0.5, 1.1), ncol=2\n", + ")\n", + "\n", + "display(grid.figure) # show progress\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "911ddf67", + "metadata": {}, + "source": [ + "## Further Information" + ] + }, + { + "cell_type": "markdown", + "id": "aaf1345d", + "metadata": {}, + "source": [ + "You can read more about stackplot in the matplotlib documentation [here](https://matplotlib.org/stable/gallery/lines_bars_and_markers/stackplot_demo.html).\n", + "\n", + "Refer to the `outset` [*quickstart guide*](https://mmore500.com/outset/quickstart.html) and [*gallery*](https://mmore500.com/outset/gallery.html) for more information about that library.\n", + "In addition to explicit zoom area selection as above, the outset library also provides a seaborn-like data-oriented API to infer zoom inserts containing categorical subsets of a dataframe.\n", + "There are tools to reposition \"outset\" auxiliary axes as insets over the main axes, too." + ] + }, + { + "cell_type": "markdown", + "id": "85456d91", + "metadata": {}, + "source": [ + "## Authorship\n", + "\n", + "This tutorial is contributed by me, [Matthew Andres Moreno](https://mmore500.com/).\n", + "I currently serve as a postdoctoral scholar at the University of Michigan, where my work is supported by the Eric and Wendy Schmidt AI in Science Postdoctoral Fellowship, a Schmidt Futures program.\n", + "My appointment is split between the university's Ecology and Evolutionary Biology Department, the Center for the Study of Complexity, and the Michigan Institute for Data Science.\n", + "\n", + "Find me on Twitter as [@MorenoMatthewA](https://twitter.com/morenomatthewa) and on GitHub as [@mmore500](https://github.com/mmore500/).\n", + "\n", + "*disclosure:* I am the author of the `outset` library." + ] + }, + { + "cell_type": "markdown", + "id": "97b9aa30", + "metadata": {}, + "source": [ + "## Citations" + ] + }, + { + "cell_type": "markdown", + "id": "f60ff9d5", + "metadata": {}, + "source": [ + "> Evett, Steven R.; Marek, Gary W.; Copeland, Karen S.; Howell, Terry A. Sr.; Colaizzi, Paul D.; Brauer, David K.; Ruthardt, Brice B. (2023). Evapotranspiration, Irrigation, Dew/frost - Water Balance Data for The Bushland, Texas Soybean Datasets. Ag Data Commons. https://doi.org/10.15482/USDA.ADC/1528713. Accessed 2023-12-26.\n", + "\n", + "> J. D. Hunter, \"Matplotlib: A 2D Graphics Environment\", Computing in Science & Engineering, vol. 9, no. 3, pp. 90-95, 2007. https://doi.org/10.1109/MCSE.2007.55\n", + "\n", + "> Marek, G. W., Evett, S. R., Colaizzi, P. D., & Brauer, D. K. (2021). Preliminary crop coefficients for late planted short-season soybean: Texas High Plains. Agrosystems, Geosciences & Environment, 4(2). https://doi.org/10.1002/agg2.20177\n", + "\n", + "> Matthew Andres Moreno. (2023). mmore500/outset. Zenodo. https://doi.org/10.5281/zenodo.10426106\n", + "\n", + "> Data structures for statistical computing in python, McKinney, Proceedings of the 9th Python in Science Conference, Volume 445, 2010. https://doi.org/ 10.25080/Majora-92bf1922-00a\n", + "\n", + "> Waskom, M. L., (2021). seaborn: statistical data visualization. Journal of Open Source Software, 6(60), 3021, https://doi.org/10.21105/joss.03021." + ] + } + ], + "metadata": { + "chartType": "area", + "description": "In this tutorial, we will be composing a four-panel plot for multiscale visualization of rainfall time series data in Texas. We'll need to tackle two key challenges into visualizing this rainfall time series: 1) dealing with scrunched axes scales and 2) co-visualizing dueling readings from two rain gauges. To address these challenges, we will 1) use matplotlib's stackplot with a transparency effect to create an overlapped area plot that elegantly shows agreement/disagreement between the gauges and 2) use the outset package to add panels zooming in on areas of interest in the primary plot.", + "family": "evolution", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "keywords": "python, chart, overlapped, area, matplotlib, line, multiscale, faceted, outset, zoom", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.13" + }, + "seoDescription": "Creating an multiscale overlapped area plot visualization of time series data using matplotlib's stackplot in conjunction with the outset package, which allows us to add zoom panels showing regions of interest in greater detail.", + "slug": "web-overlapped-area-chart-with-zoom-outsets", + "title": "Overlapped Area Chart with Zoom Outsets" + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/src/notebooks/web-scatterplot-with-categorical-zoom-facets.ipynb b/src/notebooks/web-scatterplot-with-categorical-zoom-facets.ipynb new file mode 100644 index 0000000000..e6ba233d34 --- /dev/null +++ b/src/notebooks/web-scatterplot-with-categorical-zoom-facets.ipynb @@ -0,0 +1,598 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "27f43f21", + "metadata": {}, + "source": [ + "# Annotated Scatterplot with Categorical Zoom Facets" + ] + }, + { + "cell_type": "markdown", + "id": "11cc74b9", + "metadata": {}, + "source": [ + "This data visualization tutorial tackles a common pair of data visualization objectives: *1)* showing how data between categories relate and *2)* showing how data within each category are structured.\n", + "\n", + "To this end, we'll build a visualization for the demographics of the most wealthy members of different industries.\n", + "Data for this exercise comes from [Joy Shill via Kaggle](https://www.kaggle.com/datasets/joyshil0599/exploring-wealth-forbes-richest-people-dataset).\n", + "\n", + "In our visualization, we will look at how the demographics of the upper echelons of different industries are structured and how that structure compares between industries.\n", + "Scatterploting age versus wealth faceted per industry will provide a good view of individual industries' top-tier compositions.\n", + "To aid comparison of demographics between industries, we'll provide a summary plot and structure our industry-specific facets zoomed outsets of the summary plot.\n", + "We'll arrange the main plot and the zoom outsets together as an axes grid.\n", + "\n", + "To take on this latter task --- composing a primary axes with a faceted grid of zoomed views --- we'll make use of `outset` library, which provides convenient tools to this end.\n", + "\n", + "## Visualization Result\n", + "\n", + "Here's a sneak peek at the visualization we'll be building!" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "f882edb7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "try:\n", + " display(grid.figure) # shows completed figure if notebook already ran\n", + "except NameError:\n", + " pass" + ] + }, + { + "cell_type": "markdown", + "id": "ce4c5068", + "metadata": {}, + "source": [ + "Let's start coding!" + ] + }, + { + "cell_type": "markdown", + "id": "9e0677d1", + "metadata": {}, + "source": [ + "## Setup" + ] + }, + { + "cell_type": "markdown", + "id": "fe3126bc", + "metadata": {}, + "source": [ + "Begin by importing necessary packages.\n", + "\n", + "Notably:\n", + "- `adjustText` for nudging scatterplot text labels to prevent overlap\n", + "- `matplotlib` as the graphics engine\n", + "- `outset` for managing multi-zoom grid and zoom indicators\n", + "- `pandas` for data management" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "676f9fd7", + "metadata": {}, + "outputs": [], + "source": [ + "import typing\n", + "\n", + "from adjustText import adjust_text\n", + "import outset as otst\n", + "from outset import patched as otst_patched\n", + "from matplotlib import pyplot as plt\n", + "import pandas as pd\n", + "\n", + "plt.style.use(\"bmh\") # aesthetics: switch matplotlib style sheet" + ] + }, + { + "cell_type": "markdown", + "id": "6ad12b89", + "metadata": {}, + "source": [ + "To install dependencies for this exercise,\n", + "\n", + "```bash\n", + "python3 -m pip install \\\n", + " adjustText `# ==0.8` \\\n", + " matplotlib `# ==3.8.2`\\\n", + " numpy `# ==1.26.2` \\\n", + " outset `# ==0.1.4` \\\n", + " opytional `# ==0.1.0` \\\n", + " pandas `# ==2.1.3`\n", + "```" + ] + }, + { + "cell_type": "markdown", + "id": "4221755d", + "metadata": {}, + "source": [ + "## Data Preparation" + ] + }, + { + "cell_type": "markdown", + "id": "8d48041b", + "metadata": {}, + "source": [ + "Next, let's fetch our data and do a little work on it.\n", + "We'll need to clean up the \"Net Worth\" column, which is polluted with dollar signs and textual \"billion\" qualifiers.\n", + "We'll also shorten the names of the people in our dataset so they're easier to plot and rank everyone within their own industry in order to isolate the upper echelons of each industry." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d86dbbfa", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv(\"https://osf.io/bvrjm/download\") # download data\n", + "df[\"Net Worth (Billion USD)\"] = (\n", + " # strip out pesky non-numeric characters then convert to float\n", + " df[\"Net Worth\"]\n", + " .str.replace(r\"[^.0-9]+\", \"\", regex=True)\n", + " .astype(float)\n", + ")\n", + "df[\"Who\"] = ( # shorten names so they're easier to plot...\n", + " df[\"Name\"]\n", + " .str.replace(r\"\\s*&.*\", \"\", regex=True) # ... remove \"& family\"\n", + " .replace(r\"(\\b[A-Za-z])\\w+\\s+\", r\"\\1. \", regex=True) # abbrev F. Lastname\n", + " .str.slice(0, 12) # chop long names to 12 characters\n", + ")\n", + "\n", + "# rank everyone by wealth within their industry\n", + "df[\"Industry Rank\"] = df.groupby(\"Industry\")[\"Net Worth (Billion USD)\"].rank(\n", + " method=\"dense\", ascending=False\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "cbbe0f27", + "metadata": {}, + "source": [ + "For tractability, we will visualize only a subset of industry categories.\n", + "Here's a few with interesting contrast in demographic structure." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "1ac577c5", + "metadata": {}, + "outputs": [], + "source": [ + "focal_industries = [\n", + " \"Technology\",\n", + " \"Fashion & Retail\",\n", + " \"Sports\",\n", + " \"Finance & Investments\",\n", + " \"Automotive\",\n", + "]" + ] + }, + { + "cell_type": "markdown", + "id": "fb6e69cc", + "metadata": {}, + "source": [ + "# Create Axes Grid" + ] + }, + { + "cell_type": "markdown", + "id": "cb77df05", + "metadata": {}, + "source": [ + "Now it's time to get started plotting.\n", + "We can use an the outset library's `OutsetGrid` class to manage content and layout of our faceted axes grid.\n", + "This tool operates analogously to seaborn's [`FacetGrid`](https://seaborn.pydata.org/generated/seaborn.FacetGrid.html), if you're familiar with that.\n", + "\n", + "We pass `OutsetGrid` a data frame containing our data, the names of the columns we want to use for the x and y axes, and the names of the columns we want to use to split our data into facets.\n", + "Passing the `hue` kwarg will supplement faceting with color-coding by industry.\n", + "Other kwargs provide styling and layout information, including how we want plots to be shaped and how many columns we want to have." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f616bc3f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid = otst.OutsetGrid( # set up axes grid manager\n", + " df[(df[\"Industry Rank\"] < 8)].dropna(), # only top 8 in each industry\n", + " x=\"Age\",\n", + " y=\"Net Worth (Billion USD)\",\n", + " col=\"Industry\",\n", + " hue=\"Industry\",\n", + " col_order=focal_industries, # subset to our focal industries\n", + " hue_order=focal_industries,\n", + " aspect=1.5, # widen subplots\n", + " col_wrap=3,\n", + ")\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "8092cbee", + "metadata": {}, + "source": [ + "## Set Up Plot Content" + ] + }, + { + "cell_type": "markdown", + "id": "c4e5ea3f", + "metadata": {}, + "source": [ + "Next, we'll scatterplot our billionaire's ages and wealths.\n", + "We need to add each billionaire to the main plot and to their industry's outset plot.\n", + "\n", + "We'll use a patched version of seaborn's `scatterplot` function bundled with `outset` due to an [open seaborn issue](https://github.com/mwaskom/seaborn/issues/3601).\n", + "We will use `OutsetGrid.map_dataframe` to plot appropriate data and colors on each axes.\n", + "The `map_dataframe` method works analogously it its equivalent on seaborn's `FacetGrid.\n", + "The first argument provides a plotter function, which is called with subsequent arguments forwarded on each axes." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "c6bb1eb3", + "metadata": { + "lines_to_end_of_cell_marker": 2 + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid.map_dataframe( # map scatterplot over all axes\n", + " otst_patched.scatterplot,\n", + " x=\"Age\",\n", + " y=\"Net Worth (Billion USD)\",\n", + " legend=False,\n", + ")\n", + "\n", + "display(grid.figure) # show current progress\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "e7896b67", + "metadata": {}, + "source": [ + "# Annotate Outset Plots with Names" + ] + }, + { + "cell_type": "markdown", + "id": "fb38c597", + "metadata": { + "lines_to_next_cell": 2 + }, + "source": [ + "Our next task is to identify plotted billionaires by name by labeling scatter points on outset plots.\n", + "To get a good result, some care must be taken to avoid overlapping text labels with each other or with the plotted points.\n", + "The awesome [adjustText](https://github.com/Phlya/adjustText) library can help us here by automatically nudging text labels to avoid overlap.\n", + "\n", + "Let's put together a data-oriented helper function to do all this that we can map over the outset axes in our grid." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4df99682", + "metadata": {}, + "outputs": [], + "source": [ + "def annotateplot(\n", + " data: pd.DataFrame,\n", + " *,\n", + " x: str,\n", + " y: str,\n", + " text: str,\n", + " ax: typing.Optional[plt.Axes] = None,\n", + " adjusttext_kws: typing.Optional[typing.Mapping] = None,\n", + " **kwargs: dict,\n", + ") -> plt.Axes:\n", + " \"\"\"Annotate a plot coordinates with text labels, then apply adjustText to\n", + " rearrange the labels to avoid overlaps.\n", + "\n", + " Parameters\n", + " ----------\n", + " data : pd.DataFrame\n", + " The DataFrame containing the data to plot.\n", + " x : str\n", + " The name of the column in `data` to use for the x-axis values.\n", + " y : str\n", + " The name of the column in `data` to use for the y-axis values.\n", + " text : Optional[str], default None\n", + " The name of the column in `data` to use for text values.\n", + " ax : Optional[plt.Axes], default None\n", + " The matplotlib Axes object to draw the plot onto, if provided.\n", + " adjusttext_kws : Mapping, default {}\n", + " Additional keyword arguments forward to adjustText.\n", + " **kwargs : dict\n", + " Additional keyword arguments forward to seaborn's regplot.\n", + "\n", + " Returns\n", + " -------\n", + " plt.Axes\n", + " The matplotlib Axes containing the plot.\n", + " \"\"\"\n", + " if adjusttext_kws is None:\n", + " adjusttext_kws = {}\n", + "\n", + " if ax is None:\n", + " ax = plt.gca()\n", + "\n", + " kwargs.pop(\"legend\", None) # ignore these kwargs\n", + " kwargs.pop(\"label\", None)\n", + "\n", + " texts = [ # add text for each row in data\n", + " ax.text(row[x], row[y], row[text], **kwargs) for _idx, row in data.iterrows()\n", + " ]\n", + " adjust_text(texts, ax=ax, **adjusttext_kws)\n", + "\n", + " return ax" + ] + }, + { + "cell_type": "markdown", + "id": "0d98742f", + "metadata": {}, + "source": [ + "A call to `OutsetGrid.map_dataframe_outset` applies this function to just the outset axes in our grid." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "7e8106b0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid.map_dataframe_outset( # map name annotations over all outset axes\n", + " otst_patched.annotateplot,\n", + " x=\"Age\",\n", + " y=\"Net Worth (Billion USD)\",\n", + " text=\"Who\",\n", + " fontsize=8, # make text slightly smaller so it's easier to lay out\n", + " rotation=-5,\n", + " adjusttext_kws=dict( # tweak fiddly params for text layout solver\n", + " avoid_self=True,\n", + " autoalign=True,\n", + " expand_points=(1.8, 1.3),\n", + " arrowprops=dict(arrowstyle=\"-\", color=\"k\", lw=0.5),\n", + " expand_text=(1.8, 2),\n", + " force_points=(1.2, 1),\n", + " ha=\"center\",\n", + " va=\"top\",\n", + " ),\n", + ")\n", + "\n", + "display(grid.figure) # show current progress\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "adb56953", + "metadata": {}, + "source": [ + "# Add Zoom Indicators" + ] + }, + { + "cell_type": "markdown", + "id": "fe34dc5f", + "metadata": {}, + "source": [ + "Now it's time to add zoom indicator boxes, a.k.a. `outset` \"marquees,\" to show how the scales of our auxiliary plots relate to the scale of the main plot.\n", + "Note that we pass the `equalize_aspect` kwarg so that aspect ratios can vary between the main plot and outset plots.\n", + "That way, zoom areas will expand to take full advantage of available space." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "41fd80f0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# draw \"marquee' zoom indicators showing correspondences between main plot\n", + "# and outset plots\n", + "grid.marqueeplot(equalize_aspect=False) # allow axes aspect ratios to vary\n", + "\n", + "display(grid.figure) # show current progress\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "72abca13", + "metadata": {}, + "source": [ + "# Et Voilà!" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "2a806b5a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(grid.figure) # show completed figure!\n", + "\n", + "pass # sponge up last return value, if any" + ] + }, + { + "cell_type": "markdown", + "id": "b8a01690", + "metadata": {}, + "source": [ + "## Further Information" + ] + }, + { + "cell_type": "markdown", + "id": "a8cb0148", + "metadata": {}, + "source": [ + "Refer to the `outset` [*quickstart guide*](https://mmore500.com/outset/quickstart.html) and [*gallery*](https://mmore500.com/outset/gallery.html) for more information about that library.\n", + "In addition to data-oriented zoom area selection shown above, the library also provides an explicit API to manually specify zoom areas as well as many styling and layout options.\n", + "There are tools to reposition \"outset\" auxiliary axes as insets over the main axes, too." + ] + }, + { + "cell_type": "markdown", + "id": "4d208eca", + "metadata": {}, + "source": [ + "## Authorship\n", + "\n", + "This tutorial is contributed by me, [Matthew Andres Moreno](https://mmore500.com/).\n", + "I currently serve as a postdoctoral scholar at the University of Michigan, where my work is supported by the Eric and Wendy Schmidt AI in Science Postdoctoral Fellowship, a Schmidt Futures program.\n", + "My appointment is split between the university's Ecology and Evolutionary Biology Department, the Center for the Study of Complexity, and the Michigan Institute for Data Science.\n", + "\n", + "Find me on Twitter as [@MorenoMatthewA](https://twitter.com/morenomatthewa) and on GitHub as [@mmore500](https://github.com/mmore500/).\n", + "\n", + "*disclosure:* I am the author of the `outset` library." + ] + }, + { + "cell_type": "markdown", + "id": "0b6bbc64", + "metadata": {}, + "source": [ + "## Citations" + ] + }, + { + "cell_type": "markdown", + "id": "eef970c6", + "metadata": {}, + "source": [ + "> Ilya Flyamer, Zhuyi Xue, Colin, Andy Li, JasonMendoza2008, Josh L. Espinoza, Nader Morshed, Oscar Gustafsson, Victor Vazquez, Ryan Neff, mski_iksm, Nikita Vaulin, scaine1, & Oliver Lee. (2023). Phlya/adjustText: 0.8.1 (0.8.1). Zenodo. https://doi.org/10.5281/zenodo.10016869\n", + "\n", + "> J. D. Hunter, \"Matplotlib: A 2D Graphics Environment\", Computing in Science & Engineering, vol. 9, no. 3, pp. 90-95, 2007. https://doi.org/10.1109/MCSE.2007.55\n", + "\n", + "> Matthew Andres Moreno. (2023). mmore500/outset. Zenodo. https://doi.org/10.5281/zenodo.10426106\n", + "\n", + "> Data structures for statistical computing in python, McKinney, Proceedings of the 9th Python in Science Conference, Volume 445, 2010. https://doi.org/ 10.25080/Majora-92bf1922-00a\n", + "\n", + "> Joy Shil. (2023). Exploring Wealth: Forbes Richest People Dataset [Data set]. Kaggle. https://doi.org/10.34740/KAGGLE/DSV/5272751\n", + "\n", + "> Waskom, M. L., (2021). seaborn: statistical data visualization. Journal of Open Source Software, 6(60), 3021, https://doi.org/10.21105/joss.03021." + ] + } + ], + "metadata": { + "chartType": "scatter", + "description": "This demonstration uses the outset library to build a facet grid of scatterplots comprising a primary joint plot and plots faceted to categorical subsets. The core workhorse for this task is OutsetGrid, which provides a convenient FacetGrid-like interface specialized to zoom plots. We'll use this technique to visualize the demographics among the most wealthy members of different industries, revealing how the demographics of upper echelons of different industries are structured and how that structure compares between industries. As a finishing touch, labeling billionaires' names onto scatter points provides useful context to interpreting the plot and demonstrates use of the powerful adjustText library's automatic overlap resolution tools.", + "family": "correlation", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "keywords": "python, chart, scatter, matplotlib, facet, multiscale, faceted, outset, zoom", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.13" + }, + "seoDescription": "Uses the outset library to compose a scatterplot with faceted zoom grids into individual data categories to visualize how demographics are structured within the upper echelons of wealth in different industries, and how that demographic structure differs between industries.", + "slug": "web-scatterplot-with-categorical-zoom-facets", + "title": "Annotated Scatterplot with Categorical Zoom Facets" + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/src/pages/area-plot.js b/src/pages/area-plot.js index 010c821ad7..504f45f38a 100644 --- a/src/pages/area-plot.js +++ b/src/pages/area-plot.js @@ -192,6 +192,14 @@ export default function AreaPlot() { /> + + + + + diff --git a/src/pages/scatter-plot.js b/src/pages/scatter-plot.js index 2c30402c91..4129bc1ec8 100644 --- a/src/pages/scatter-plot.js +++ b/src/pages/scatter-plot.js @@ -584,6 +584,16 @@ export default function ScatterPlot() { /> + + + + + diff --git a/static/graph/web-overlapped-area-chart-with-zoom-outsets.png b/static/graph/web-overlapped-area-chart-with-zoom-outsets.png new file mode 100644 index 0000000000..43096f8079 Binary files /dev/null and b/static/graph/web-overlapped-area-chart-with-zoom-outsets.png differ diff --git a/static/graph/web-scatterplot-with-categorical-zoom-facets.png b/static/graph/web-scatterplot-with-categorical-zoom-facets.png new file mode 100644 index 0000000000..28a4d4a8bd Binary files /dev/null and b/static/graph/web-scatterplot-with-categorical-zoom-facets.png differ