TEC-analysis/notebooks/05_abc_and_markets.ipynb

1130 lines
1.2 MiB

{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 05 — Augmented Bonding Curve & Market Analysis\n",
"\n",
"The core questions:\n",
"1. How did the ABC price track vs secondary market (Honeyswap/Velodrome)?\n",
"2. Was the buy/sell ratio sustainable? (Spoiler: 2,217 sells vs 398 buys)\n",
"3. How much tribute revenue did the ABC generate?\n",
"4. How concentrated was token ownership?\n",
"5. Did price discovery happen on the ABC or the DEX?"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"execution": {
"iopub.execute_input": "2026-04-03T21:30:40.211679Z",
"iopub.status.busy": "2026-04-03T21:30:40.211552Z",
"iopub.status.idle": "2026-04-03T21:30:41.774877Z",
"shell.execute_reply": "2026-04-03T21:30:41.773500Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ABC trades (detailed): 2615 rows, 2022-01-25 to 2023-12-18\n",
"ABC trades (all): 32000 rows\n",
"DEX trades: 26107 rows, 2022-01-15 to 2026-03-31\n",
" Projects: <StringArray>\n",
"['honeyswap', 'velodrome']\n",
"Length: 2, dtype: str\n",
"ABC action counts: {'Sell': 2217, 'Buy': 398}\n"
]
}
],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.dates as mdates\n",
"import seaborn as sns\n",
"\n",
"sns.set_theme(style='whitegrid', palette='deep')\n",
"plt.rcParams['figure.figsize'] = (14, 6)\n",
"plt.rcParams['figure.dpi'] = 100\n",
"\n",
"DATA = '../data/onchain'\n",
"\n",
"# Load datasets\n",
"abc_trades = pd.read_csv(f'{DATA}/dune_q2994918.csv') # ABC with reserve/supply\n",
"abc_all = pd.read_csv(f'{DATA}/dune_q3743980.csv') # All ABC trades\n",
"dex_all = pd.read_csv(f'{DATA}/dune_q3743672.csv') # All DEX trades\n",
"dex_buys = pd.read_csv(f'{DATA}/dune_q3743698.csv') # DEX buys\n",
"dex_sells = pd.read_csv(f'{DATA}/dune_q3743704.csv') # DEX sells\n",
"tributes_a = pd.read_csv(f'{DATA}/dune_q3744004.csv') # Tributes monthly\n",
"tributes_b = pd.read_csv(f'{DATA}/dune_q3744008.csv') # Tributes monthly alt\n",
"holders = pd.read_csv(f'{DATA}/dune_q3743746.csv') # Top holders\n",
"holder_hist = pd.read_csv(f'{DATA}/dune_q3743731.csv') # Holder count over time\n",
"supply = pd.read_csv(f'{DATA}/dune_q3743718.csv') # Holders & supply\n",
"trade_summary = pd.read_csv(f'{DATA}/dune_q3743710.csv') # Trade action summary\n",
"\n",
"# Parse dates\n",
"abc_trades['date'] = pd.to_datetime(abc_trades['block_time'])\n",
"abc_all['date'] = pd.to_datetime(abc_all['block_time'])\n",
"dex_all['date'] = pd.to_datetime(dex_all['block_time'])\n",
"\n",
"print(f'ABC trades (detailed): {len(abc_trades)} rows, {abc_trades[\"date\"].min().date()} to {abc_trades[\"date\"].max().date()}')\n",
"print(f'ABC trades (all): {len(abc_all)} rows')\n",
"print(f'DEX trades: {len(dex_all)} rows, {dex_all[\"date\"].min().date()} to {dex_all[\"date\"].max().date()}')\n",
"print(f' Projects: {dex_all[\"project\"].unique()}')\n",
"print(f'ABC action counts: {abc_trades[\"action\"].value_counts().to_dict()}')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 1. ABC Price History & Reserve Ratio"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"execution": {
"iopub.execute_input": "2026-04-03T21:30:41.813446Z",
"iopub.status.busy": "2026-04-03T21:30:41.813169Z",
"iopub.status.idle": "2026-04-03T21:30:42.910245Z",
"shell.execute_reply": "2026-04-03T21:30:42.908932Z"
}
},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1600x1400 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"ABC Price Stats:\n",
" Peak: 2.9444 xDAI\n",
" Trough: 0.3613 xDAI\n",
" Drawdown: -87.7%\n",
"\n",
"Reserve:\n",
" Peak: 1,119,156 xDAI\n",
" Final: 111,623 xDAI\n",
"\n",
"Supply:\n",
" Peak: 2,451,021 TEC\n",
" Final: 1,546,631 TEC\n"
]
}
],
"source": [
"abc_sorted = abc_trades.sort_values('date').copy()\n",
"\n",
"fig, axes = plt.subplots(3, 1, figsize=(16, 14), sharex=True)\n",
"\n",
"# Price over time colored by action\n",
"ax = axes[0]\n",
"buys = abc_sorted[abc_sorted['action'] == 'Buy']\n",
"sells = abc_sorted[abc_sorted['action'] == 'Sell']\n",
"ax.scatter(buys['date'], buys['price_per_token'], c='#2ecc71', s=15, alpha=0.5, label=f'Buy ({len(buys)})')\n",
"ax.scatter(sells['date'], sells['price_per_token'], c='#e74c3c', s=15, alpha=0.5, label=f'Sell ({len(sells)})')\n",
"ax.set_ylabel('Price (xDAI per TEC)')\n",
"ax.set_title('ABC Price Over Time')\n",
"ax.legend()\n",
"\n",
"# Reserve balance\n",
"ax = axes[1]\n",
"ax.plot(abc_sorted['date'], abc_sorted['reserve_balance'], color='#3498db', linewidth=1)\n",
"ax.fill_between(abc_sorted['date'], abc_sorted['reserve_balance'], alpha=0.2, color='#3498db')\n",
"ax.set_ylabel('Reserve Balance (xDAI)')\n",
"ax.set_title('ABC Reserve Pool Over Time')\n",
"\n",
"# Supply\n",
"ax = axes[2]\n",
"ax.plot(abc_sorted['date'], abc_sorted['cumulative_supply'], color='teal', linewidth=1)\n",
"ax.fill_between(abc_sorted['date'], abc_sorted['cumulative_supply'], alpha=0.2, color='teal')\n",
"ax.set_ylabel('Token Supply')\n",
"ax.set_title('TEC Circulating Supply')\n",
"\n",
"for ax in axes:\n",
" ax.xaxis.set_major_formatter(mdates.DateFormatter('%b %Y'))\n",
" ax.xaxis.set_major_locator(mdates.MonthLocator(interval=3))\n",
"\n",
"plt.setp(axes[-1].xaxis.get_majorticklabels(), rotation=45)\n",
"plt.tight_layout()\n",
"plt.savefig(f'{DATA}/../snapshots/abc_price_reserve.png', dpi=150, bbox_inches='tight')\n",
"plt.show()\n",
"\n",
"print(f'\\nABC Price Stats:')\n",
"print(f' Peak: {abc_sorted[\"price_per_token\"].max():.4f} xDAI')\n",
"print(f' Trough: {abc_sorted[\"price_per_token\"].min():.4f} xDAI')\n",
"print(f' Drawdown: {(abc_sorted[\"price_per_token\"].min() / abc_sorted[\"price_per_token\"].max() - 1):.1%}')\n",
"print(f'\\nReserve:')\n",
"print(f' Peak: {abc_sorted[\"reserve_balance\"].max():,.0f} xDAI')\n",
"print(f' Final: {abc_sorted[\"reserve_balance\"].iloc[-1]:,.0f} xDAI')\n",
"print(f'\\nSupply:')\n",
"print(f' Peak: {abc_sorted[\"cumulative_supply\"].max():,.0f} TEC')\n",
"print(f' Final: {abc_sorted[\"cumulative_supply\"].iloc[-1]:,.0f} TEC')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2. Buy/Sell Asymmetry — The Structural Pressure"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"execution": {
"iopub.execute_input": "2026-04-03T21:30:42.913669Z",
"iopub.status.busy": "2026-04-03T21:30:42.913176Z",
"iopub.status.idle": "2026-04-03T21:30:44.341534Z",
"shell.execute_reply": "2026-04-03T21:30:44.340421Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_56299/821195215.py:3: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n",
" abc_monthly['month'] = abc_monthly['date'].dt.to_period('M').dt.to_timestamp()\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 1800x1000 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Buy/Sell Analysis:\n",
" Total buys: 398 txns, 865,057 xDAI\n",
" Total sells: 2217 txns, 1,031,596 xDAI\n",
" Sell:Buy ratio (count): 5.6:1\n",
" Sell:Buy ratio (volume): 1.2:1\n",
" Net outflow: 166,538 xDAI\n"
]
}
],
"source": [
"# Monthly buy vs sell volume\n",
"abc_monthly = abc_sorted.copy()\n",
"abc_monthly['month'] = abc_monthly['date'].dt.to_period('M').dt.to_timestamp()\n",
"\n",
"monthly_agg = abc_monthly.groupby(['month', 'action']).agg(\n",
" count=('Amount', 'count'),\n",
" total_amount=('Amount', 'sum'),\n",
" total_tokens=('noToken', 'sum'),\n",
" avg_price=('price_per_token', 'mean'),\n",
").reset_index()\n",
"\n",
"fig, axes = plt.subplots(2, 2, figsize=(18, 10))\n",
"\n",
"# Transaction count by month\n",
"ax = axes[0, 0]\n",
"for action, color in [('Buy', '#2ecc71'), ('Sell', '#e74c3c')]:\n",
" subset = monthly_agg[monthly_agg['action'] == action]\n",
" ax.bar(subset['month'] + pd.Timedelta(days=8 if action == 'Sell' else -8),\n",
" subset['count'], width=15, color=color, alpha=0.7, label=action)\n",
"ax.set_ylabel('Transaction Count')\n",
"ax.set_title('Monthly ABC Transaction Count')\n",
"ax.legend()\n",
"\n",
"# Volume by month (xDAI amount)\n",
"ax = axes[0, 1]\n",
"for action, color in [('Buy', '#2ecc71'), ('Sell', '#e74c3c')]:\n",
" subset = monthly_agg[monthly_agg['action'] == action]\n",
" ax.bar(subset['month'] + pd.Timedelta(days=8 if action == 'Sell' else -8),\n",
" subset['total_amount'], width=15, color=color, alpha=0.7, label=action)\n",
"ax.set_ylabel('Volume (xDAI)')\n",
"ax.set_title('Monthly ABC Volume')\n",
"ax.legend()\n",
"\n",
"# Buy/sell ratio over time\n",
"ax = axes[1, 0]\n",
"buy_monthly = monthly_agg[monthly_agg['action'] == 'Buy'].set_index('month')['count']\n",
"sell_monthly = monthly_agg[monthly_agg['action'] == 'Sell'].set_index('month')['count']\n",
"ratio = (buy_monthly / sell_monthly).dropna()\n",
"colors = ['#2ecc71' if r >= 1 else '#e74c3c' for r in ratio]\n",
"ax.bar(ratio.index, ratio.values, width=20, color=colors, alpha=0.7)\n",
"ax.axhline(y=1, color='black', linestyle='--', alpha=0.5, label='Parity')\n",
"ax.set_ylabel('Buy/Sell Ratio')\n",
"ax.set_title('Monthly Buy/Sell Ratio (<1 = net selling pressure)')\n",
"ax.legend()\n",
"\n",
"# Cumulative net flow\n",
"ax = axes[1, 1]\n",
"abc_sorted_copy = abc_sorted.copy()\n",
"abc_sorted_copy['signed_amount'] = abc_sorted_copy.apply(\n",
" lambda r: r['Amount'] if r['action'] == 'Buy' else -r['Amount'], axis=1\n",
")\n",
"abc_sorted_copy['cum_flow'] = abc_sorted_copy['signed_amount'].cumsum()\n",
"ax.plot(abc_sorted_copy['date'], abc_sorted_copy['cum_flow'], color='steelblue', linewidth=1.5)\n",
"ax.fill_between(abc_sorted_copy['date'], abc_sorted_copy['cum_flow'],\n",
" where=abc_sorted_copy['cum_flow'] >= 0, color='#2ecc71', alpha=0.2)\n",
"ax.fill_between(abc_sorted_copy['date'], abc_sorted_copy['cum_flow'],\n",
" where=abc_sorted_copy['cum_flow'] < 0, color='#e74c3c', alpha=0.2)\n",
"ax.axhline(y=0, color='black', linewidth=0.5)\n",
"ax.set_ylabel('Cumulative Net Flow (xDAI)')\n",
"ax.set_title('Cumulative Buy - Sell Flow (negative = capital leaving)')\n",
"\n",
"for row in axes:\n",
" for ax in row:\n",
" ax.xaxis.set_major_formatter(mdates.DateFormatter('%b %Y'))\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(f'{DATA}/../snapshots/abc_buysell.png', dpi=150, bbox_inches='tight')\n",
"plt.show()\n",
"\n",
"total_buy = abc_sorted[abc_sorted['action'] == 'Buy']['Amount'].sum()\n",
"total_sell = abc_sorted[abc_sorted['action'] == 'Sell']['Amount'].sum()\n",
"print(f'\\nBuy/Sell Analysis:')\n",
"print(f' Total buys: {len(buys)} txns, {total_buy:,.0f} xDAI')\n",
"print(f' Total sells: {len(sells)} txns, {total_sell:,.0f} xDAI')\n",
"print(f' Sell:Buy ratio (count): {len(sells)/len(buys):.1f}:1')\n",
"print(f' Sell:Buy ratio (volume): {total_sell/total_buy:.1f}:1')\n",
"print(f' Net outflow: {total_sell - total_buy:,.0f} xDAI')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 3. ABC Tribute Revenue"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"execution": {
"iopub.execute_input": "2026-04-03T21:30:44.343917Z",
"iopub.status.busy": "2026-04-03T21:30:44.343759Z",
"iopub.status.idle": "2026-04-03T21:30:45.079587Z",
"shell.execute_reply": "2026-04-03T21:30:45.078376Z"
}
},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1600x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Tribute Revenue:\n",
" Buy tribute: 210,490.63 xDAI\n",
" Sell tribute: 119,413.19 xDAI\n",
" Total: 329,903.82 xDAI\n"
]
}
],
"source": [
"# Tribute from individual trades\n",
"abc_sorted['tribute_val'] = pd.to_numeric(abc_sorted['tribute'], errors='coerce')\n",
"tribute_by_action = abc_sorted.groupby('action')['tribute_val'].sum()\n",
"\n",
"fig, axes = plt.subplots(1, 2, figsize=(16, 6))\n",
"\n",
"# Cumulative tribute\n",
"ax = axes[0]\n",
"for action, color in [('Buy', '#2ecc71'), ('Sell', '#e74c3c')]:\n",
" subset = abc_sorted[abc_sorted['action'] == action].copy()\n",
" subset['cum_tribute'] = subset['tribute_val'].cumsum()\n",
" ax.plot(subset['date'], subset['cum_tribute'], color=color, linewidth=1.5, label=f'{action} tribute')\n",
"ax.set_ylabel('Cumulative Tribute (xDAI)')\n",
"ax.set_title('ABC Tribute Revenue Over Time')\n",
"ax.legend()\n",
"\n",
"# Monthly tribute from aggregated data\n",
"ax = axes[1]\n",
"# Use the detailed tribute tables\n",
"for df, label in [(tributes_a, 'Post-migration'), (tributes_b, 'Alt')]:\n",
" df['date'] = pd.to_datetime(df['date'])\n",
"\n",
"t_pivot = tributes_a.pivot_table(index='date', columns='action', values='Tribute_Distribution', aggfunc='sum').fillna(0)\n",
"if 'Buy' in t_pivot.columns:\n",
" ax.bar(t_pivot.index, t_pivot.get('Buy', 0), width=20, color='#2ecc71', alpha=0.7, label='Buy tribute')\n",
"if 'Sell' in t_pivot.columns:\n",
" ax.bar(t_pivot.index, t_pivot.get('Sell', 0), width=20, color='#e74c3c', alpha=0.7,\n",
" bottom=t_pivot.get('Buy', 0), label='Sell tribute')\n",
"ax.set_ylabel('Tribute (xDAI)')\n",
"ax.set_title('Monthly ABC Tribute Revenue')\n",
"ax.legend()\n",
"\n",
"for ax in axes:\n",
" ax.xaxis.set_major_formatter(mdates.DateFormatter('%b %Y'))\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(f'{DATA}/../snapshots/abc_tributes.png', dpi=150, bbox_inches='tight')\n",
"plt.show()\n",
"\n",
"print(f'\\nTribute Revenue:')\n",
"for action in ['Buy', 'Sell']:\n",
" t = tribute_by_action.get(action, 0)\n",
" print(f' {action} tribute: {t:,.2f} xDAI')\n",
"print(f' Total: {tribute_by_action.sum():,.2f} xDAI')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 4. Primary (ABC) vs Secondary (DEX) Market\n",
"\n",
"Where did price discovery happen? Did the ABC price diverge from the DEX price?"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"execution": {
"iopub.execute_input": "2026-04-03T21:30:45.082541Z",
"iopub.status.busy": "2026-04-03T21:30:45.082332Z",
"iopub.status.idle": "2026-04-03T21:30:46.173321Z",
"shell.execute_reply": "2026-04-03T21:30:46.171923Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Price Spread Stats:\n",
" Mean spread: -9.6%\n",
" Median spread: -11.6%\n",
" Max DEX premium: 43.6%\n",
" Max DEX discount: -40.7%\n",
" Days with DEX discount: 433/501\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1600x1000 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Extract price from DEX trades\n",
"# DEX buys and sells have price_per_token column\n",
"dex_with_price = pd.concat([\n",
" dex_buys[['block_time', 'project', 'action', 'price_per_token', 'Amount']].copy(),\n",
" dex_sells[['block_time', 'project', 'action', 'price_per_token', 'Amount']].copy(),\n",
"])\n",
"dex_with_price['date'] = pd.to_datetime(dex_with_price['block_time'])\n",
"dex_with_price['price_per_token'] = pd.to_numeric(dex_with_price['price_per_token'], errors='coerce')\n",
"dex_with_price = dex_with_price.dropna(subset=['price_per_token'])\n",
"dex_with_price = dex_with_price[dex_with_price['price_per_token'] > 0]\n",
"\n",
"# Daily average price from each venue\n",
"abc_daily_price = abc_sorted.set_index('date')['price_per_token'].resample('D').mean().dropna()\n",
"dex_daily_price = dex_with_price.set_index('date')['price_per_token'].resample('D').mean().dropna()\n",
"\n",
"fig, axes = plt.subplots(2, 1, figsize=(16, 10))\n",
"\n",
"# Price comparison\n",
"ax = axes[0]\n",
"ax.plot(abc_daily_price.index, abc_daily_price.values, label='ABC Price', color='steelblue', linewidth=1, alpha=0.8)\n",
"ax.plot(dex_daily_price.index, dex_daily_price.values, label='DEX Price', color='coral', linewidth=1, alpha=0.8)\n",
"ax.set_ylabel('Price (xDAI per TEC)')\n",
"ax.set_title('ABC vs DEX Price — Where did price discovery happen?')\n",
"ax.legend()\n",
"\n",
"# Price spread/premium\n",
"ax = axes[1]\n",
"aligned_prices = pd.DataFrame({\n",
" 'abc': abc_daily_price,\n",
" 'dex': dex_daily_price\n",
"}).dropna()\n",
"if len(aligned_prices) > 0:\n",
" spread = (aligned_prices['dex'] - aligned_prices['abc']) / aligned_prices['abc'] * 100\n",
" ax.fill_between(spread.index, spread, where=spread >= 0, color='#2ecc71', alpha=0.3, label='DEX premium')\n",
" ax.fill_between(spread.index, spread, where=spread < 0, color='#e74c3c', alpha=0.3, label='DEX discount')\n",
" ax.plot(spread.index, spread, color='black', linewidth=0.5)\n",
" ax.axhline(y=0, color='black', linewidth=0.5)\n",
" ax.set_ylabel('DEX Premium/Discount (%)')\n",
" ax.set_title('DEX Price Relative to ABC (+ = DEX more expensive)')\n",
" ax.legend()\n",
" \n",
" print(f'\\nPrice Spread Stats:')\n",
" print(f' Mean spread: {spread.mean():.1f}%')\n",
" print(f' Median spread: {spread.median():.1f}%')\n",
" print(f' Max DEX premium: {spread.max():.1f}%')\n",
" print(f' Max DEX discount: {spread.min():.1f}%')\n",
" print(f' Days with DEX discount: {(spread < 0).sum()}/{len(spread)}')\n",
"else:\n",
" ax.text(0.5, 0.5, 'Insufficient overlapping price data', transform=ax.transAxes, ha='center')\n",
"\n",
"for ax in axes:\n",
" ax.xaxis.set_major_formatter(mdates.DateFormatter('%b %Y'))\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(f'{DATA}/../snapshots/abc_vs_dex.png', dpi=150, bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 5. Token Holder Concentration"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"execution": {
"iopub.execute_input": "2026-04-03T21:30:46.176714Z",
"iopub.status.busy": "2026-04-03T21:30:46.176550Z",
"iopub.status.idle": "2026-04-03T21:30:46.785300Z",
"shell.execute_reply": "2026-04-03T21:30:46.783302Z"
}
},
"outputs": [
{
"data": {
"image/png": 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p03nnnXfo2rWr877ff/+dmJgYOnTo4PJ6zWw2U6tWrTSvV8GxTt2V6tWr5zK1UXpSX0MHBATc0GNcs2YNNWvWpH79+s59AQEB9OzZk6NHj7J3716X9hERES7vD1KPS30dvX37do4cOULfvn3TjDROnc4qOjqaP/74g3bt2hEbG+vMxblz52jWrBmRkZFppltNHW185XVTUlI4evToDT3O1HNcPSrlytfESUlJnDt3jnLlypE/f362b99+w+e+0tq1aylatCgdO3Z07vP19aVPnz7ExcWlmfa3ffv2FChQwLl9dU4zEhsbe8P9fCvSy1e7du2IiopymUbqhx9+wG630759e+DW+ldEcgdNISUi4uWOHj1KsWLFCAwMdNmfOjT56hfn5cuXT3OOChUqOKc3Klq06HWvmZKSwnPPPcfevXuZOnUqxYsXd7k/b9686a5zkbrvyg/lb8bZs2ex2WwEBwenuS8kJAS73c7x48epXLmyc/+LL76Ij48Py5YtS/PYDh48yL59+2jSpEm614uKinLZLlmyZJo2BQoUICYm5obiL1++PE2bNk2zf9OmTS7bx44dA0j3cVasWDFN+ysdPXoUs9nsUmhJPe5KZ8+eJSYmhtmzZzN79ux0z3X1dFdXTk+Q6umnn+app56ibdu2hIaG0qxZMzp37kyVKlUyjFFEREQkJ7vZ1+cLFy4kLi6O1157zeXDa8D5JZGrv4yS6upr5MmTJ826dQUKFOD8+fPXjDn1PBcvXrxmu1THjh1Ld+rW1Necx44dc5metlSpUi7tUosUqa+jUz90v9aUtocOHcIwDD744AM++OCDdNtERUW5vDe53nVvRHqvgePj4/n000+ZP38+J0+edFnb5MKFCzd87isdPXqU8uXLp5mGN/X3JvU9Qqqr35ukFjOu99gCAwNvuJ9vRXr5atGiBfny5WPZsmXO917Lli0jPDzc+Z7nVvpXRHIHFTBEROSmvfLKK/zyyy9MmDAh3Q//ixYtyunTp9PsP3XqFOAYMZFV7rnnHhYuXMj06dPTjBSx2+2EhoYybNiwdI8tUaKEy3ZG8wEbN7AYY3Zjt9sB6NSpk8u3/K509TolV4++AGjQoAErV67kp59+Yt26dcydO5evvvqK0aNH071798wPXERERCSHqVu3Ljt37mTmzJm0a9eOggULOu9LfZ359ttvp/tFo6tfn97I+hXpSS087Nq1izZt2tzSOa7l6g/lU93M6+jU16+PPvoozZs3T7fN1V/iyYzrpvflq9dff5358+fz8MMPU7t2bfLly4fJZOK5557LsvcGt/repGLFiuzYsYPExMR0R83fqIxG76eXLz8/P9q0acPKlSsZNWoUUVFR/P333zz//PPONrfSvyKSO6iAISLi5UqXLs369euJjY11+QbW/v37nfdf6eDBg2nOERkZidVqTfNtrfSMHz+e+fPnM3z48DTfEEtVpUoVNm3ahN1ud3nTsGXLFqxWa7ojC25EoUKFsFqtHDhwIM19+/fvx2w2p/kmUu/evSlXrhwTJ04kX758LotZlytXjp07d9KkSROXoeWelvpNsQMHDqQpEB04cCDNN8muVLp0aex2O4cOHXIZdZH6+5CqUKFCBAQEYLfb0x0VcjMKFixIt27d6NatGxcvXqR3795MmjRJBQwRERHJlW729Xn58uV58cUX6du3L48//jhffvml87jUaVMLFy5826/ZrqVevXoUKFCApUuXMmDAgOsWQkqVKpXha/LU+29G6uPcvXt3ho8ztY2vr2+m5uJW3gf88MMPdOnShaFDhzr3JSQkpBl9cTPnLl26NLt27UrzHupWc5qRO++8k3/++Ycff/wxw/dzV0pvxHliYmK6X1i7lnbt2rFgwQLWr1/Pvn37MAyDdu3aOe93V/+KiPfTGhgiIl6uRYsWpKSkMHPmTJf9X375JSaTiRYtWrjs/+eff1zWNjh+/Dg//fQTd9xxx3XfqHz22Wd8/vnnDBgwIMNh7AD33nsvZ86c4ccff3TuO3v2LCtWrODOO++85W/6WCwW7rjjDn766SeXeXzPnDnD999/T7169dIMowcYOHAgjz76KO+++y7ffPONc3+7du04efIk3333XZpj4uPjiYuLu6U4b1f16tUpXLgw3377rctUXGvWrGHfvn20atUqw2NT+/vrr7922f/VV1+5bFssFtq2bcsPP/zA7t2705zn6umjMnLu3DmX7YCAAMqVK5fuFGIiIiIiucHNvj4HxxeApkyZwr59+3jyySeJj48HoHnz5gQGBvLpp5+SlJSU5rgbfc12PVarlccff5x9+/YxYcKEdL/Fv2jRIrZs2QJAy5Yt2bJlC//884/z/ri4OL777jtKly5NpUqVbur61apVo0yZMkyfPj3Nh+WpsRQuXJiGDRsye/Zs58juK91qLqxW601NKQXpj374+uuv04xKsFqtwI1NK9WiRQtOnz7NsmXLnPuSk5P5+uuv8ff3p0GDBjcVY0YeeOABihYtyltvvZVuESoqKorJkyc7t8uWLcvGjRtd2nz33Xc3tX4iONYTLFiwIMuWLWP58uXUrFnTZV1Dd/WviHg/jcAQEfFyrVu3plGjRrz33nscPXqUsLAw1q1bx08//cTDDz+cZphtaGgojz32GH369MHPz49Zs2YBMHjw4GteZ+XKlbzzzjtUqFCBihUrsmjRIpf777jjDooUKQJA27ZtqV27NsOGDWPv3r0EBQUxa9YsUlJSrnud63n22Wf5/fffefDBB3nwwQexWCzMnj2bxMREXnzxxQyPe/nll4mNjWXMmDEEBATQuXNnOnfuzPLlyxk1ahQbNmygbt26pKSksH//flasWMFnn31GjRo1biveW+Hr68uQIUMYNmwYvXv3pkOHDkRFRTF9+nRKly7NI488kuGx4eHhdOzYkW+++YYLFy5Qp04d/vjjj3RH3rzwwgts2LCBHj160L17dypVqsT58+f577//WL9+vcsiexnp0KEDDRs2pFq1ahQsWJCtW7fyww8/0Lt379tJgYiIiIjXutnX56lq167N5MmT6d+/P08//TQfffQRgYGBvPbaa7z00ktERETQvn17ChUqxLFjx1izZg1169Zl5MiRmRL3448/zt69e/n888/ZsGEDbdu2pUiRIpw5c4ZVq1axZcsWvv32WwD69+/P0qVL6devH3369KFAgQIsXLiQI0eOMGnSpAynbsqI2Wzmtdde48knn6RLly5ERERQtGhR9u/fz969e5k2bRoAo0aN4sEHH+S+++6jR48elC1bljNnzrB582ZOnDjB4sWLb/pxV6tWjVmzZjF58mTKly9PoUKFMlwjL1WrVq1YtGgRgYGBVKpUic2bN/P777+7TP8FjtfmFouFqVOncuHCBfz8/GjcuDGFCxdOc86ePXsye/Zshg4dyn///Ufp0qX54Ycf+Pvvvxk+fHi6X9S6FQUKFOCjjz6if//+dOnShU6dOlGtWjXAsZj6999/T506dZztu3fvzqhRoxg8eDBNmzZl586d/PbbbwQFBd3UdX19fbn77rtZunQpNpuNl19+OU0bd/SviHg/FTBERLyc2Wzm448/ZuLEiSxbtoz58+dTunRpXnrpJR599NE07Rs0aEDt2rX56KOPOHbsGJUqVWLcuHHXXXR5586dgGO6qZdeeinN/dOnT3cWMCwWC1OmTOHtt9/m66+/JiEhgRo1ajBu3Lg0i0nfrMqVKzNz5kzeffddPv30UwzDoGbNmrzzzjvpLiR4pdGjRxMXF8fw4cMJCAigTZs2fPTRR3z55ZcsWrSIlStXYrVaKVOmDH369Lnlqa4yQ0REBHnz5mXq1KlMmDABf39/2rRpw4svvuhcfDAjY8eOJSgoiCVLlvDTTz/RqFEjpkyZQsuWLV3aFSlShDlz5vDRRx+xcuVKZs2aRcGCBalUqRJDhgy5oTj79OnDzz//zLp160hMTKRUqVI8++yzPPbYY7f82EVERES82c2+Pr9SkyZNeP/993n66ad56aWXePfdd7nvvvsoVqwYU6ZMYdq0aSQmJlK8eHHq169PREREpsb99ttvc9ddd/Hdd9/x+eefExsbS1BQEA0aNODFF190frBdpEgRvv32W9555x1mzJhBQkICYWFhfPLJJ9ccLXwtzZs356uvvuKjjz7i888/xzAMypYtS48ePZxtKlWqxLx58/jwww9ZsGAB0dHRFCpUiKpVqzJw4MBbuu7AgQM5duwYn332GRcvXqRhw4bXLWCMGDECs9nMkiVLSEhIoG7dunzxxRc8/vjjLu2KFi3K6NGj+fTTTxkxYgQpKSlMnz493QJG3rx5+frrr5kwYQILFiwgNjaW4OBgxo0bl6n9DFCrVi2WLFnCtGnT+OWXX1i0aBFms5mKFSvSv39/ly8j9ejRgyNHjjB37lx+/fVX6tWrxxdffHHNL1VlpH379syZMweTyeQyfVQqd/SviHg/k+GNK4+KiMgtCQsL46GHHsq0b2mJiIiIiIiIiIi4i9bAEBERERERERERERGRbEcFDBERERERERERERERyXZUwBARERERERERERERkWxHa2CIiIiIiIiIiIiIiEi2oxEYIiIiIiIiIiIiIiKS7aiAISIiIiIiIiIiIiIi2Y6PpwOQm/PPP/9gGAa+vr6eDkVERERExEVSUhImk4k6dep4OpQcQa/9RURERCQ7y4rX/xqB4WUMw3D+k8xnGAaJiYnKrxspx+6nHLufcuxeyq/7Kcful1tzrNepmUuv/TNfbv3bdDflNfMpp+6hvGY+5dQ9lNfMp5y6R1a8VtUIDC/j6+tLYmIilSpVwt/f39Ph5DhxcXHs2LFD+XUj5dj9lGP3U47dS/l1P+XY/XJrjrdu3erpEHIUvfbPfLn1b9PdlNfMp5y6h/Ka+ZRT91BeM59y6h5btmzBZDK59RoqYIiIiIiIiEi6DMPg7NmzABQqVMjtb1Al86kPRURExJtpCikRERERERFJl91uZ+vWrWzduhW73e7pcOQWqA9FRETEm2kEhoiIiIiIiGQoX758ng5BbpP6UERERLyVChgiIiIiIiKSLovFQr169TwdhtwG9aGIiIh4M00hJSIiIiIiIiIiIiIi2Y4KGCIiIiIiIiIiIiIiku1oCikRERERERFJV0pKCv/++y8AtWrVwmKxeDgiuVnqQxEREfFmKmCIiIiIiIhIhmJiYjwdgtwm9aGIiIh4KxUwREREREREJF1ms5nq1as7b4v3UR+KiIiIN1MBQ0RERERERNJlMpkoUqSIp8OQ26A+FBEREW+mr1+IiIiIiIiIiIiIiEi2oxEYIiIiIiIiki7DMDh//jwABQoUwGQyeTgiuVnqQxEREfFmGoEhIiIiIiIi6bLb7WzevJnNmzdjt9s9HY7cAvWhiIiIeDONwBAREREREZEM+fv7ezoEuU3qQxEREfFWKmCIiIiIiIhIuiwWCw0bNvR0GHIb1IciIiLizTSFlIiIiIiIiIiIiIiIZDsqYIiIiIiIiIiIiIiISLajKaREREREREQkXSkpKWzbtg2A6tWrY7FYPByR3Cz1oYiIiHgzFTBEREREREQkQ+fOnfN0CHKb1IciIiLirTSFlIiIiIiI5EoHDx5k5MiRdO7cmapVq9KxY8d0282ZM4e2bdtSo0YNOnXqxOrVq9O0uXDhAsOHD6dhw4bUqVOHp59+mlOnTrn7Ibid2WwmPDyc8PBwzGa9ffRG6kMRERHxZnr1IiIiIiIiudKePXtYs2YN5cuXJyQkJN02S5cu5dVXX6Vdu3ZMnTqV2rVrM2jQIDZv3uzS7tlnn2XdunW89tprTJgwgQMHDtCvXz+Sk5Oz4JG4j8lkonjx4hQvXhyTyeTpcOQWqA9FRETEm2kKKRERERERyZVat25NmzZtABg6dKhznYArTZw4kQ4dOvDss88C0LhxY3bv3s1HH33E1KlTAfjnn3/47bffmDZtGs2aNQMgODiY9u3b8+OPP9K+ffuseUAiIiIiIjmMRmCIiIiIiEiudL3pdA4fPkxkZCTt2rVz2d++fXvWr19PYmIiAGvXriV//vzccccdzjYVK1YkPDyctWvXZn7gWcgwDGJiYoiJicEwDE+HI7dAfSgiIiLeTAUMERERERGRdOzfvx9wjKa4UkhICElJSRw+fNjZLjg4OM30PBUrVnSew1vZ7Xb+/vtv/v77b+x2u6fDkVugPhQRERFvpimkvJTmLnUPk8mE1WpVft1IOXY/5dj9lGP3Un7dTzl2P+U4Zzh//jwA+fPnd9mfup16f0xMDPny5UtzfIECBdKdlupm2Wy22z7HrUpJSXGOVImLi8NisXgslsyQmktP5jSrZUUf5sa8upty6h7Ka+ZTTt1Dec18yql7GIbh9vc8KmB4IT8/P6xWq6fDyJGsVitVq1b1dBg5mnLsfsqx+ynH7qX8up9y7H6ezHGK3cBiVuEkJ4mMjPTo9QMCAgDYvXu3R+PITJ7OaVbLqj7MbXnNCsqpeyivmU85dQ/lNfMpp5nPz8/PredXAcNLvbXgHw6fifV0GCIiIiKSjZQtEsjQrnU8HUaOUaBAAQAuXLhA0aJFnftjYmJc7s+fPz8nTpxIc/z58+edbW5HhQoV9AWmTGKz2YiMjFROM5nymvmUU/dQXjOfcuoeymvmU07dY8+ePW6/hgoYXurwmVj2nojxdBgiIiIiIjlWxYoVAccaF6m3U7d9fX0pW7ass9369evTDKE/cOAAoaGhtx2H1WrF39//ts8jlymn7qG8Zj7l1D2U18ynnLqH8pr5lNPMlRVT5moRbxERERERkXSULVuWChUqsGLFCpf9y5Yto0mTJs7h8i1atOD8+fOsX7/e2ebAgQNs376dFi1aZGnMmc1ut7Nt2za2bdumBaC9lPpQREREvJlGYIiIiIiISK5ks9lYs2YNAEePHiU2NtZZrGjYsCGFChVi8ODBDBkyhHLlytGoUSOWLVvGli1bmDFjhvM8derUoVmzZgwfPpyXX36ZPHny8N577xEWFsY999zjkceWWQzD4MyZM87b4n3UhyIiIuLNVMAQEREREZFcKSoqimeeecZlX+r29OnTadSoER07dsRmszF16lSmTJlCcHAwH374IXXquK418v777zNu3DhGjhxJcnIyzZo145VXXsHHx7vfcplMJuc0WFkxRYBkPvWhiIiIXJM9BRITICmdf4nxkJR4aTv+0s/ES/sTMBWuCgG3v+bbtXj3q2kREREREZFbVKZMGXbt2nXddt27d6d79+7XbJMvXz7Gjh3L2LFjMyu8bMFsNlOqVClPhyG3QX0oIiLihQwDkpMc/1KSIDnx0vYVP68qJqQtPlyvKHHpuJTkW4+zdcWcX8Do168fw4YNc1kUL9XTTz9Nq1atiIiI8EBkt2bDhg0kJCQ457o9cuQIXbp0YePGjR6OTERERERERERERETcLiUZEuIgwZbBz6v22WJh15+Qx99RnLidokIO4/ECxtSpUz0dAgDJycmZMrz7zz//JCYmxusX6xMRERERETEMg7i4OAD8/f01BZEXUh+KiIjcpOQkiL/oKCrEX4T4WIiPc2w7iw/XKk7YHEWIW5EQl7mP5WoWX/DN4/jnl+fy7Sv/uezPC75+l/bnvbTP79L+PBinYnD3K4ssK2CsWrWKd999F19fX5o3b87cuXOZN28effv25aOPPiI8PJx9+/YxYsQILly4QPny5YmPj3ceHxsby1tvvcXOnTtJSEigdu3avPrqq/j5+XHw4EFGjRpFVFQUZrOZwYMH06ZNGwDCwsJ47rnnWLVqFWfPnmXgwIF069YNgNatW9OuXTs2bNhA+fLlGTNmDG+88QZbt24F4N5772XQoEHpPp5p06axfPlyUlJSKFSoEGPGjCEmJoZvv/2WlJQU/vzzT+6++266dOkCwMSJE/nll1+4cOECr7zyCi1btnRjtkVERERERG6f3W7nr7/+AqB58+ZYLBYPRyQ3S30oIiK5jmE4igjxlwoQtotYzkdR+NBefGIPQEripcLElUWKK7ZvtfiQWXz8oEQFR7HBxw98rvzpe3n7moWHK/dfKjz4+EFmvw6I2pK550tHlhQwoqKiGDFiBN988w0hISHMmzeP6OjoNO1eeuklHnjgAbp3786uXbvo1q0bHTt2BGD8+PHUr1+fN954A8MweOWVV5g+fTqPP/44Q4YMoVu3bjzwwANERkbSs2dPwsPDKV26NAB+fn7MnTuXffv2cf/999O5c2fnaIvo6GjmzJmDyWTinXfeITExkcWLFxMfH8+DDz5IxYoVad++vUucS5Ys4cCBA8yePRuLxcLChQsZPXo0U6ZM4YEHHiAmJoYRI0YAjimkLly4QFhYGE8//TRr167lzTffVAFDRERERNzGZrNhGEaWX9cwDH27Owfy9fX1dAhym9SHIiLitZKTIO4CxMWA7YLjtu3StvP2FfttFxyjJQy7y2nyABXcGafJDHn9HVNA5fGHPNbr/Mxgn28eMJvdGanXyZICxubNmwkNDSUkJASArl27MmrUKJc2sbGx7Ny507neRVhYGPXq1XPev2rVKjZv3swXX3wBQHx8PBaLhdjYWLZv386sWbMAqFChAnXr1mXjxo3OAsZ9990HQEhICD4+Ppw5c4YSJUo4Y0l9k7V+/XpefvllzGYz/v7+dOnShXXr1qUpYKxatYqtW7c6Y7XbXf8grpYnTx7uueceAOrUqcPhw4dvJn0iIiIiIjflwIED2Gw2j1zbz8/PI9cV97BYLNxxxx2eDkNug/pQRESyBcNwLB6dYQHi6gLFpX9J8dc/d2bwzQt5A8Aa4PiZNzD97bwBVxQqrihA+PiBvsjjFh5fA+Narvz2lmEYTJw4keDgYJc2sbGx1zwOHAWEVGazmeTky4ugBAQE3HRchmHwxBNP0LNnzxtq7+fn54zJbDaTkpJy09cUEREREblRwcHBHhmBsXfv3iy/poiIiIhkgfiLcGAbJCVASpJjZERKEiQnp91OTnRMxXR1UcLdC1PnDQTrpX+pxYZLtxMtfhw/F0OJCiHkKVDI9f48/o5pmSRbypICRu3atdm9ezf79++nYsWKLF68mKSkJJc2gYGBhIeHs3DhQrp168aePXvYtGkTnTp1AqBNmzZMnTqVMWPG4OPjw/nz54mOjqZ8+fJUrVqV+fPn06NHDw4ePMimTZt45ZVXbjrOJk2aMHfuXBo2bIjNZmPx4sU8/vjjadq1adOGL774grZt21KwYEGSkpLYs2cPVatWJTAwkGPHjt1aokREREREMoHVavXIdTV9lIiIiIiXSkp0FBwunoeL0Zd+noeLMRB7DrasybpYTGbwzwfWfOCf/4rb+VxvX3l/3sBrru+QHBfHmR07KBoeDv7+WfdY5LZlSQGjcOHCvPHGGwwcOBA/Pz+aNm2Kv78/+fPnd2k3fvx4hg8fzhdffEH58uVp0KCB875hw4bx7rvv0qVLF0wmEz4+Prz44ouUL1+eCRMmMGrUKGbMmIHJZOLNN9+kVKlSNx3nU089xRtvvOGccuree+91Th81YsQIWrduzV133UWnTp2Ijo6mb9++AKSkpNCtWzeqVq1KmzZtWLRoEZ07d3ZZxFtERERERMTb2O12du7cCUCVKlUwa05mr6M+FBHJpewpjlEQzkLEdf4lxLknDh+/qwoQ+a8qQFx9O79jRIS+GCOXZNkUUk2aNGH58uWAYw2JX375hfz58/Pzzz8724SEhDB79ux0jw8ICGDkyJHp3le+fHm+/PLLdO/btWuXy/aGDRuct6+8duo1xo0bl+553nzzTZftvn37OgsYVypbtiwLFy502bdx40aXa1wdk4iIiIiISHZkGAanTp0CHOsUivdRH4qI5CAJNoiNvkYh4or7bLFpFrLOFFWbQsWaYPF1TLtk8bn088ptv0tTOeUDvzzXP6fINWRZAWPGjBksW7YMu91OYGAgEyZMyKpLi4iIiIiIyC0wmUxUqlTJeVu8j/pQRCSbMwxHsSH2HFw4B7Hn8Dl7kjKH9uO3ZxXYYpz7SXTDgtZ5AyCgQPr//FNv5788VZM542maRNwhywoYAwYMYMCAAVl1OREREREREblNZrOZMmXKeDoMuQ3qQxERD7GnXF4/IrUAceEcxJ69ajvasfj1FfyA4rd6XYsvBBbMuCjhUqDIr8WrJdvLsgKGiIiIiIiIiIiIiFdLTnIUHVwKE2fTFiouns+8KZz88kJgEOQLgsBCEJhRUaKgo61G3EkOogKGiIiIiIiIpMswDBISEgDIkyePpiDyQupDEZEbZLc7ig4Xzjr+xURd8fPc5f22C5l3TWu+S0WJIJefCb7+REadp1zV2liLloQ81sy7poiXUQFDRERERERE0mW32/njjz8AaN68ORaL5r32NupDEREci19fWZS4cBZizsKFqMu3Y885pn26XSazYzREmsJEIdftwIIZTt+UEhdH7I4dGIVKqHghuZ4KGF6qbJFAT4cgIiIiItmMXiOKO5jNZk+HILdJfSgiOZbdDnExcP7MpeJE1OXCRMzZy8WKhLjbv5bFJ81ICQILpS1UBOTXQtcimUgFDC81tGsdT4cgIiIiItlQit3AYtYUMZI5LBYLLVq08HQYchvUhyLitQwDbLEQc+ZygeL8mSu2L+1LSb79a/nnh/yFHaMk8hW6fDv/pe18hcE/n9aWEPEAFTC8UGJiIjabDatVQ8gym81m48CBAwQHByu/bqIcu59y7H7KsXspv+6nHLufJ3Os4oWIiIh4hQTbpWJE1OWixPnTroWKpITbu4aP3xXFiCsLFJeKEvkvTeuUwVROIuJ5KmB4KcMwPB1CjmQYBjabTfl1I+XY/ZRj91OO3Uv5dT/l2P2UYxEREcnVUpIvFyRcRk1cUZyIv3h718jjDwWKQIGijuJE/iKuhYl8hSGvv0ZNiHg5FTBEREREREQkXXa7nT179gBQuXJlraXghdSHIuIWdjtcOIv5xCEKHd6Cz9kdcPEcnDsJ0acchQrDfuvn983jKEgUKOIoThQocsX2pZ9a3FokV1ABw0uZVD12C5PJhNVqVX7dSDl2P+XY/ZRj91J+RUSyD8MwOH78OACVKlXycDRyK9SHInJLDMOxOHZqQSL1Z+rt86chJZm8QPDNntvsAwUKpy1IXFmosAZq5ISIACpgeCU/Pz/NV+0mVquVqlWrejqMHE05dj/l2P2UY/fK6vxqwWMRkYyZTCaCg4Odt8X7qA9FJEOpRYqo43D22KWfxy//TLTd2nmtgVCwOAQVgwLF0hYrAgqARoOJyA1SAcNLvbXgHw6fifV0GCIiIl6tbJFAhnat4+kwRESyLbPZTPny5T0dhtwG9aGIEHfhUmHimGuBIuoYJMTd/Pl88zqKEwWLk5SvECfi7RQLrU6e4mUdhYu8/pn/GEQk11IBw0sdPhPL3hMxng5DREREREREREQ8Lf6ia2HCWag4Brab/AKsyQwFi0GhkpcKFcUuj6goWBz88zmnd0qKi+PUjh0UrhwO/ipciEjmUwFDRERERERE0mUYBklJSQD4+vpqCiIvpD4UyUEMA86fgTNH4cyRS/+OOv7FnrvJk5mgYFFHkaJwSShU6tLPkhBUHCz6yFBEsgc9G4mIiIiIiEi67HY7v//+OwDNmzfHYrF4OCK5WepDES+UnOQYRZFanHAWK45BUvzNnSt/kcuFicKlLhcsgkqAj6974hcRyUQqYIiIiIiIiIiIiLhLSjLs+xcuRjvWnEiIv/QzDhJsl38m2hzTPcVEgWG/8fMHFIAipS8VKK4YSVGoBPjmcdvDEhHJCipgiIiIiIiISLosFgutWrXydBhyG9SHItnAN2/Cvs23dw6T2TG1U5EyjmJFkdJQtAwULu1Yk0JEJIfyWAEjMjKSoUOHcu7cOQIDA3nrrbeoXLlyhu03bNhAv379CA4Odu6bPXs2efPmZf78+axatYrJkyenOW7evHlMnz7duX3ixAkaNGjAhx9+yJEjR7j77rsJDQ113j9p0iTKlSvHr7/+yoQJE5z7o6KiKFq0KAsWLAAgLCyM0NBQzGYzAK+++ir169e/9YSIiIiIiIiIiIj3SrA5pno6dQhOHXb8PH3IMaLiRph9IK8/FChyqVBR5nKholBJTfkkIrmSxwoYI0eOpEePHkRERLBixQqGDh3KvHnzrnlMcHAwixYtuqnrdOvWjW7dujm3O3bsyH333efcDggISPeczZs3p3nz5s7tJ554gkaNGrm0mTlzJvnz57+peERERERERERExIslJcDpI3D6UpHi1CHH7ehT1z824lnI4w95rFf99FeBQkQkHR4pYERFRbFt2zY+//xzANq2bcvrr7/O/v37eeSRR5g5cyZly5Zl2rRp/P7770ydOvW654yNjWXAgAEcOnSIoKAgxo8fT5kyZVza/Pvvv0RFRdG6deubivfkyZOsX7+esWPH3tRxIiIiIiIi3sxut7N//34AKlas6ByBLt5DfShyGwzDMXrixAE4EQknL/08d/LG16jIGwBFy0KJCtCks2NdChERuWEeKWAcP36cokWL4uPjuLzJZKJkyZKcPHmSl156iWeeeYaXX36ZmTNnMnfuXOcLrEOHDtG1a1fMZjMRERE89NBDznP+/fffLFq0iJCQEKZOncrIkSOdBZJUc+fOpXPnzvj6Xq5o22w2unXrht1u56677uLJJ5/EYrG4HLdgwQJatmxJ4cKFXfY/8sgjJCcn06RJE5555hn8/f0zNU8iIiKSNWw2G4ZheDqMLGOz2Vx+SubLrTk2DAOTyeTpMCQTGYbBkSNHAFym8xXvoT4UuUHJSY5RFCci4WTk5aJFfOyNHe9nhWJloWi5K36Wg3xBoP8bRURuWbZbxLtjx45s2LCBxx57jC+//JJChQoBUK1aNdauXUu+fPk4ceIE/fr1IygoiPbt2wNQp04dQkJCAOjZsycffPABKSkpzmJEXFwcS5cu5bvvvnNeq1ixYqxdu5bChQsTHR3Nc889x+eff06/fv2cbQzDYN68ebzyyisuca5evZpSpUoRFxfHqFGjePvtt3nttdfcmRoRERFxkwMHDuS6D5rBsSaZuFduzLGfn5+nQ5BMZDKZKFeunPO2eB/1oUg64mLg+B7XQsWZI2BPuf6xPn6OERXFLhUqipVzFCsKFFGhQkTEDTxSwChZsiSnT58mOTkZHx8fDMPg+PHjlCpViuTkZPbs2UPBggU5dery3IGBgYHO2yVKlKBjx45s2rTJWcC4nhUrVlC5cmUqVark3Ofn5+ccVVGwYEG6devG999/71LA+PPPP0lISKBZs2Yu5ytVqhQA/v7+PPjgg4wcOfLmEyEiIiLZQnBwcK4bgREZGUmFChWwWq2eDidHyq053rt3r6dDkExmNpupWLGip8OQ26A+lFwv5iwc2wvH9pLnyB5qHNuHX/yFGzs2MAhKBDumfypewXG7cEkwW653pIiIZBKPFDAKFy5MtWrVWLx4MREREfzwww8UL16c8uXLM378eIKDgxk/fjx9+/alWrVqlC9fnlOnTlGkSBHMZjOxsbGsXr2a+++/33nOzZs3s2/fPkJCQpgzZw6NGjVymQpq7ty5Lu3BsRZH/vz58fX1JTExkR9//JHw8HCXNnPnzqVr164u5zp//jx+fn5YrVbsdjvLli1Lc5yIiIh4j9z0AfOVrFarpsB0s9yWY327W0REPCo2Go7tu1SwuPQz9pzzbsulf2mYLVCkjGuhokQFCCiQFVGLiMg1eGwKqdGjRzNs2DA+/fRTAgICGDduHKtXr+bXX39lzpw5WK1Whg4dyrPPPsu3337Ljz/+yKxZs7BYLKSkpHDvvffSrVs35/nq1KnDhAkTOHToEAULFmT8+PHO+/bv38+OHTuYMmWKSwybNm1i4sSJmM1mUlJSaNy4MU8++aTz/gsXLrBy5UqWLFnictz+/fsZOXIkJpOJlJQUqlatyogRI5z39+vXj6effpoaNWqwdetWJk6c6FyI/IMPPqBYsWL06tUrU/MpIiIiIiKS2QzDwG53LFRrNptVpPJC6kPJsZISHEWKw7vg6G44uhdizlz3sGTfvJhKBGMpFXK5UFG0LPj4XvdYERHJeiYjN82XkANs3boVgE/+iGbviRgPRyMiIuLdKpXIz0f9mns6jCwXFxfHjh07CA8Pz1WjA7JSbs1x6mvVGjVqeDiSnGHr1q0kJiZ69PcoJSWFX3/9FYDmzZu7jEz3RrnxbzMr+jA35tXdlNN0nD/jKFYc3glHdsHxA2BPvvYxefyhVCUoFQKlKmELKsX2Y2cIr1pVec0k+l11D+U18ymn7rFlyxZMJpNbX/9nu0W8RUREREREREQkF0tOciyufXiXo1hxeCfERF37GL+8UDLEpWBBoRIuC2sbcXFw/DrnERGRbEUFDBEREREREUmX2WymefPmztvifdSH4hVsF+HwDji43VGsOLYPkhOvfUyRMlA2DMpWgTJhUKQ06HdcRCTHUQFDRERERERE0mUymbx+2qjcTn0o2VJsNBzaAQf/cxQtTkQC15jh3DcvlKl8uVhRJhT882VRsCIi4kkqYIiIiIiIiIiIiPucP3O5WHHwPzhz9Nrtg4o7ChVlqzj+FSsHKsSJiORKKmCIiIiIiIhIuux2O5GRkQBUqFBBUxB5IfWheMTZ4xD53+WiRfSpazQ2QYkKUL4qlK/mKFjkC8qqSEVEJJtTAcNLlS0S6OkQREREvJ7+PxURuTbDMDh06BAA5cuX93A0civUh5Il4i7Aga2w/1/Y9y9En8y4rdniWGS7fDVH0aJsOFgDsi5WERHxKipgeKmhXet4OgQREZEcIcVuYDGbPB2GiEi2ZDKZKFOmjPO2eB/1obhFchIc3gX7NzsKFsf2keEaFj5+jjUrUkdYlAkFv7xZGa2IiHgxFTC8UGJiIjabDavV6ulQchybzcaBAwcIDg5Wft1EOXY/5dj9lGP3yur8qnghIpIxs9lMpUqVPB2G3Ab1oWQKw4CoY7Dnb9i32TE1VFJC+m0tPo5poCrWggrVoFQl8PHN0nBFRCTnUAHDSxlGBt9skNtiGAY2m035dSPl2P2UY/dTjt1L+RURERHJBpISHOtY7Pkb9myCcycyblusPITUchQtylfVCAsREck0KmCIiIiIiIiIiAicO+UoVuzZ5FjTIjkx/XaBQY5iRWrRQotui4iIm6iA4aU0d6l7mEwmrFar8utGyrH7KcciIiKSWVJSUvj1118BaN68ORaLxcMRyc1SH8o1JSfB4Z2XihZ/w+nD6bczW6BcOFSuB5XqQLFyoPcbIiKSBVTA8EJ+fn6ac91NrFYrVatW9XQYOZpy7H7elGMtniwiIiIiksVizsLeS9NC7fsXEm3ptwsMgsp1HUWLirUgr3/WxikiIoIKGF7rrQX/cPhMrKfDEBG5ZWWLBDK0ax1PhyEiIiLXYDabadq0qfO2eB/1oWC3w7G9sOsvxyiLE/vTb2cyQ5nQy0WLEsEaZSEiIh6nAoaXOnwmlr0nYjwdhoiIiIiI5GAmkwk/Pz9PhyG3QX2YSyUnOdaw2PWno3Bx4Wz67az5LhcsQmqBf/6sjVNEROQ6VMAQEREREREREfF2touOaaF2/ekYaZHR1FAlQxxFi9D6UCrEsb6FiIhINqUChoiIiIiIiKTLbrdz+LBjUd+yZctqCiIvpD7M4WKiYOcG2PknRG4De0raNhZfx+iKsIaOokW+oKyPU0RE5BapgCEiIiIiIiLpMgyDAwcOAFCmTBkPRyO3Qn2YA8WchR3r4b91cGgnYKRtYw10FCvCGkJIbchjzeooRUREMoUKGCIiIiIiIpIuk8lEyZIlnbfF+6gPc4gLZ2H7H5eKFjtIt2hRsBhUaeQoWpQLB4umhhIREe+XIwoYffr04eGHH6ZNmzaeDoUdO3awf/9+OnTo4NwXFhbGX3/9Rf78WgxLRERERES8h9lsJiwszNNhyG1QH3ovn/hYfP7+Efb8BQczKFoUKQPVmkJ4EyheHlSkEhGRHMYrChjJycn4+HhFqOzYsYNVq1a5FDBERERERERERK4rNhq2ryfP1l+peXgH6ZYjipSGandA1aZQrJyKFiIikqNlSVVgzZo1/O9//3Nu79+/nzFjxvD9999z7tw5EhISqFKlCq+//jr+/v5s2LCBMWPGUKtWLf777z8GDBhA8eLFGT16NHa7nerVq/Pff/8xYsQIGjVqBMCmTZv4/PPPOXXqFE2bNmXMmDEALFmyhOnTp5OUlITdbufZZ5+ldevWgGPkRrVq1di6dStHjx6lS5cu1KlTh08++YSTJ0/Sp08f/u///i/dx7Rw4UJmzpxJcnIy/v7+vPrqqxQtWpSJEydy4cIFOnfuTK1atZxxfPPNN6xatYqzZ88ycOBAunXr5s6Ui4iIiIiIiIg3SLA51rTYvBoObgfDTprJnwqXdoy0qHaHihYiIpKrZEkBo2XLlrRs2RKARYsW8cUXX3D33XfTqlUrgoKCMAyD1157jRkzZtC/f38A9u3bx6hRoxg7diyJiYncfffdjB8/nsaNG/PHH38wf/58l2scOnSI6dOnk5ycTPv27fnnn3+oU6cOzZo1o2PHjphMJo4cOULPnj1p1qwZfn5+ABw7dozp06cTGxtL69atiYmJ4ZtvvuHUqVPce++9dOvWLc3UT5s2bWLp0qXMnDkTPz8/Nm7cyAsvvMDSpUt5+umnWbVqFZMnT3Y5xs/Pj7lz57Jv3z7uv/9+Onfu7DWjSkRE3Mlms2EY6QyHz8ZsNpvLT8lcyq/7Kcful1tzbBiG5tjPYVJSUli3bh0Ad9xxBxbNqe911IfZlN0Oh7Y7ihb//Q5J8WmaxAcUwlKzBb61Wmp6KBERybWy9BP09evX8+GHHzJjxgz8/f354IMPWLNmDSkpKVy4cIE6deo425YtW5aGDRsCjhEbFouFxo0bA9C4cWPKlSvncu727dvj4+ODj48P4eHhHDp0iDp16nDkyBGGDBnCyZMnsVgsnD9/nsOHDxMSEgJA27ZtsVgsFChQgLJly9KqVStMJhPFixcnKCiIo0ePpilg/PTTT+zcuZPu3bs7950/f574+LQvOFLdd999AISEhODj48OZM2coUaLEbWRTRCRnOHDggNd+wBcZGenpEHI05df9lGP3y405Tv2ikOQcdrvd0yHIbVIfZiPnTsG/qx2Fi+iTae8vVBKq3YEtpC7bz1wkvGpVfP39sz5OERGRbCLLChi7d+9mxIgRfPrppxQvXpxFixaxYcMGZsyYQWBgINOnT+ePP/5wtve/zn/QV3+zK0+ePM7bFouFlJQUAJ5//nleeOEF7r33XgAaNmxIYmJiuseZzeY050lOTk5zbcMw6Nq1K88///yNPPR0r5PeeUVEcqPg4GCvHIERGRlJhQoVsFqtng4nx1F+3U85dr/cmuO9e/d6OgTJZGaz2flFMrPZ7OFo5FaoD7OBlBTYvRE2/gD7NpNmMe48/lC9GdRuDWVCwWTCiIuDqB2eiFZERCRbyZICxsmTJxk4cCBjx46lcuXKAMTExFCwYEECAwOJjY1lwYIFlCxZMt3jK1asSHJyMn/++ScNGzbkzz//5ODBgzd07ZiYGMqUKQM4pq86f/78bT+eu+66iyFDhvDAAw9QqlQp7HY7//33HzVq1CAwMJALFy7c9jVERHILb/5gz2q1XrfgLrdO+XU/5dj9cluONX1UzmMymcibN6+nw5DboD70oOjT8PdK+OcnuHD2qjtNEFLLUbSo0hB886R7ChERkdwuSwoYc+bM4ezZs4wbN865b/DgwcTHx9O2bVsKFSpEvXr1OHbsWLrH+/n58b///Y8xY8ZgGAbVqlUjODg4zdRO6Rk+fDhPP/00+fPnp3HjxpQqVeqWHsMHH3xAsWLF6NWrF/Xr1+fFF19k0KBBJCcnk5SURKtWrahRowZNmjTh888/57777qNOnTrORbxFREREREREJIez22HvP7BxBez5G4yrpu8qWAzqtoFad0KBIp6JUURExItkSQFj0KBBDBo0KM3+Nm3apNu+UaNGLFq0yGVflSpVWLx4MQBbtmzht99+o0KFCgB8/fXXLm0nTpzovN25c2c6d+7s3B46dKjz9tXHXb0w+MqVK523n3nmGZf7OnToQIcOHdLEni9fPr799luXfbt27XLZ3rBhQ5rjREREREREshu73e78olmpUqU0BZEXUh9mkcR4+PcX+ON7iDrqep/JDGENoN49EFIb1AciIiI3LEsX8b4dP/74I19++SWGYeDj48Pbb7/t1dOOiIiIiIiIZHeGYTjXNsloyl/J3tSHbhYTBX8ug40/Qnys6335izhGW9RtA/kLeyY+ERERL+c1BYyIiAgiIiI8HYaIiIiIiEiuYTKZKFasmPO2eB/1oZsc3Qt/LIH/1oE9xfW+CtWhcUcIrQ9mi2fiExERySG8poAhIiIiIiIiWctsNlO1alVPhyG3QX2YiewpsPNPR+Hi0A7X+8w+UKMZNL4PSlb0THwiIiI5kAoYIiIiIiIiIiIZiY+Df36CDUsh+qTrff75oX5baHAv5CvkmfhERERyMBUwRERERERERESudu6ko2jx9ypItLneV7SsY7RFzRbgm8cz8YmIiOQCKmB4qbJFAj0dgojIbdHzmIiISPaXkpLCH3/8AUDjxo2xWDSfv7dRH94kw3BMD/XHEsd0UYbd9f5KdaBxJwipBVpTRERExO1UwPBSQ7vW8XQIIiK3LcVuYDHrjZ+IiEh2lpSU5OkQ5DapD2+APQV2bIB1C+DYXtf7fPygVito1BGKlfVIeCIiIrmVChheKDExEZvNhtVq9XQoOY7NZuPAgQMEBwcrv26iHLufN+VYxQsREZHszWw206BBA+dt8T7qw+tISoQtv8C6hXD2uOt9gUHQsB3UawsB+T0RnYiISK6nAoaXMgzD0yHkSIZhYLPZlF83Uo7dTzkWERGRzGIymQgICPB0GHIb1IcZiL8IG3+AP76H2HOu95UIhiadoNod4OPrmfhEREQEUAFDRERERERERHKLC2cdRYuNP0BCnOt9wTXgjgitbyEiIpKNqIDhpUx6MeUWJpMJq9Wq/LqRciwiIiLiPex2OydOnACgRIkSmoLIC6kPLzlzFH5fBP+uhpTkK+4wQdXGcEdXKF3ZY+GJiIhI+lTA8EJ+fn7Zfl57b2W1Wqlataqnw8jRcnKOtSC1iIiI5DSGYbB7924Aihcv7uFo5Fbkyj40DIg6Bge3w6HtcHAHRJ90bWPxgVp3QtPOUKS0Z+IUERGR61IBw0u9teAfDp+J9XQYInJJ2SKBDO1ax9NhiIiIiGQqk8lEkSJFnLfF++SaPjQM2PYbbF/vKFpcPJ9+uzz+UL8tNO4I+QplbYwiIiJy01TA8FKHz8Sy90SMp8MQEREREZEczGw2U716dU+HIbch1/Thvn9h3v/Sv8/iC2UqQ2h9qHcP5NWi5iIiIt5CBQwRERERERER8V6GAYd3uu6rXA/KhUP5qlCqEvj4eiY2ERERuS0qYIiIiIiIiIiI9zEMiNwGv3zrWO8iVcRzULOF5+ISERGRTKMChoiIiIiIiKQrJSWFv/76C4AGDRpgsVg8HJHcrBzZhxkVLgBKBEMlrU0nIiKSU6iAISIiIiIiIhmKj4/3dAhym3JMH16rcFGkNLTsCdWagjkHFGlEREQEyAYFjMjISIYOHcq5c+cIDAzkrbfeonLlyhm237BhA/369SM4ONi5b/bs2eTNm/eWrj9//nxWrVrF5MmTb+q4SZMmERMTw4gRI27puiIiIiIiItmd2Wymbt26ztvifXJEH6pwISIikmt5vIAxcuRIevToQUREBCtWrGDo0KHMmzfvmscEBwezaNGiLIpQREREREQkdzKZTOTPn9/TYcht8Po+PLQDfpqhwoWIiEgu5dECRlRUFNu2bePzzz8HoG3btrz++uvs37+fRx55hJkzZ1K2bFmmTZvG77//ztSpU695vl27dvHaa68RHx9PQkICHTt25KmnngIgMTGR9957j19//RWz2UzRokWZNm0aALGxsQwYMIBDhw4RFBTE+PHjKVOmDADTpk1j+fLlpKSkUKhQIcaMGUPp0qUBOHHiBH379uXUqVNUqFCBcePGERQU5K50iYiIiIiIiOQOp484Chc7N7juL1waWvaA6neocCEiIpILeLSAcfz4cYoWLYqPjyMMk8lEyZIlOXnyJC+99BLPPPMML7/8MjNnzmTu3LnO4a6HDh2ia9eumM1mIiIieOihhwAoXbo0X331FX5+fsTHx/PAAw/QtGlTateuzZQpU4iMjGT+/Pn4+flx9uxZZxx///03ixYtIiQkhKlTpzJy5Eg+//xzlixZwoEDB5g9ezYWi4WFCxcyevRopkyZAsDGjRtZvHgxRYsW5bXXXuN///sfr7/+ehZnUUSyE5vNhmEYHo/hyp+S+ZRj91J+3U85dr/cmmPDMDCZTJ4OQzKRYRicOnUKgGLFiql/vZDX9eGFc7BmNmxaCYb98n4VLkRERHIlj08hlZGOHTuyYcMGHnvsMb788ksKFSoEQLVq1Vi7di358uXjxIkT9OvXj6CgINq3b09CQgKjR49m586dmEwmTpw4wY4dO6hduzarV69myJAh+Pn5ATjPB1CnTh1CQkIA6NmzJx988AEpKSmsWrWKrVu3EhERAYDdbneJsVWrVhQtWtR53KBBg9yeFxHJ3g4cOJBtPqyKjIz0dAg5nnLsXsqv+ynH7pcbc5z6eltyBrvdzo4dOwAoUqQIFos+OPY2XtOHCTb4fZHjX9IVi44HBsGdvaB2a8iusYuIiIjbeLSAUbJkSU6fPk1ycjI+Pj4YhsHx48cpVaoUycnJ7Nmzh4IFCzq/LQIQGBjovF2iRAk6duzIpk2baN++Pf/73/8ICgpiwYIF+Pj4MGjQIBISEm45PsMweOKJJ+jZs+cNtc/232QREbcLDg7OFiMwIiMjqVChAlar1aOx5FTKsXspv+6nHLtfbs3x3r17PR2CuIGmyfV+2boP7XbY/DP8NBMuRl/e72eFO7pCk/vAL6/HwhMRERHP8mgBo3DhwlSrVo3FixcTERHBDz/8QPHixSlfvjzjx48nODiY8ePH07dvX6pVq0b58uU5deoURYoUwWw2Exsby+rVq7n//vsBiImJISQkBB8fH/bv38+6deuoX78+AK1bt2b69OnUq1fPOYVU6iiMzZs3s2/fPkJCQpgzZw6NGjXCYrHQpk0bvvjiC9q2bUvBggVJSkpiz549VK1aFYA1a9Zw5swZihQpwpw5c2jatKlnEiki2UZ2+pDKarXi7+/v6TByNOXYvZRf91OO3S+35Vhf6Ml5LBYLtWrV8nQYchuydR8e2gHLp8HxfZf3mS1Qvy206A6BBT0WmoiIiGQPHp9CavTo0QwbNoxPP/2UgIAAxo0bx+rVq/n111+ZM2cOVquVoUOH8uyzz/Ltt9/y448/MmvWLCwWCykpKdx7771069YNgCeffJKXXnqJBQsWUK5cORo3buy8Tr9+/Xjvvffo2rUrPj4+FCtWzLkoeJ06dZgwYQKHDh2iYMGCjB8/HoBOnToRHR1N3759AUhJSaFbt27OAkb9+vV54YUXOHnypHMRb4CtW7cyceJE5/k/+OADihUrRq9evQDo3LkzU6ZMoXjx4lmQYREREREREZFs5PwZWPU1bF3ruj+8MbTpA4VLeSYuERERyXY8XsCoWLEis2fPdtkXFhbGnXfe6dxu164d7dq1A6B379707t073XNVrVqV77//Pt37/Pz8ePnll3n55Zdd9kdERDjXuEhP3759nQWMKw0ePDjDY2rUqOEsXgA888wzLvcvWrQow2NFREREREREcqSkBMcaF7/Nd9xOVaw8tHsMgmt4LjYRERHJljxewBAREREREZHsKSUlhU2bNgFQr1697LsAtGQoW/ShYcD29fDjl3D+9OX91nzQ+kGoe7cW6BYREZF0qYAhIiIiIiIiGYqLi/N0CHKbPNqHJyJhxTSI3HZ5n8kMDdtBy57gn89joYmIiEj2pwKGiIiIiIiIpMtsNlO7dm3nbfE+HutD20VY/Q38tQIM++X9FWvBvY9BsbJZF4uIiIh4LRUwREREREREJF0mk4mCBQt6Ogy5DVneh4YBW3+FH76Ai9GX9weVgLb/B2ENwGTKunhERETEq6mAISIiIiIiIiK3zRR1DH6eDge2Xt7pmwdadIcmncDH13PBiYiIiFdSAcNLlS0S6OkQROQK+psUERGRnMgwDKKiogAoXLgwJn1z3utkSR8mJVBq52ryLv0D7CmX91dp5JguqmDRzL+miIiI5AoqYHipoV3reDoEEblKit3AYtabehEREck57HY727Y5Fl9u3rw5FovFwxHJzXJ7H+7eSN6lU/A/f/ryvoLFoN3jjumiRERERG6DChheKDExEZvNhtVq9XQoOY7NZuPAgQMEBwcrv26Sk3Os4oWIiIjkRPnz5/d0CHKb3NKH58/A8s9g5wZSlwY3zBZMd3SB5t3BL0/mX1NERERyHRUwvJRhGJ4OIUcyDAObzab8upFyLCIiIuI9LBYLdevW9XQYchsytQ8NA47tg/9+g79+gKR4510xhcvj22Ug1rKVM+daIiIiIqiAISIiIiIiIiIZMQw4vh/+Wwf//Q7RJ13vDyhAQquH2GMKIrxwac/EKCIiIjmWChheSovnuYfJZMJqtSq/bqQci4iIiIh4gbgL8PsiR+Hi3Im095vMUP8eaN2bFMMEO3ZkfYwiIiKS46mA4YX8/Pxy3NoB2YXVaqVq1aqeDiNHy0k51qLdIiIiktOlpKSwefNmAGrXrq1FvL3QLffhwomwe6PrPpMZgmtA1aYQ3ggCCjj2x8VlXsAiIiIiV1ABw0u9teAfDp+J9XQYIrlW2SKBDO1ax9NhiIiIiLjdhQsXPB2C3KZb6sOo45dvB9eEane4Fi1EREREsoAKGF7q8JlY9p6I8XQYIiIiIiKSg5nNZmrUqOG8Ld7ntvswbwA8PDqToxIRERG5MSpgiIiIiIiISLpMJhOFCxf2dBhyG26pD/9aAWePp54g84MSERERuUEqYIiIiIiIiIgIJCfB8s9g04+X94U19Fw8IiIikuupgCEiIiIiIiLpMgyDc+fOARAUFIRJ38b3OjfchxfPw+y34dD2y/uadoY2fbIgShEREZH0qYAhIiIiIiIi6bLb7WzZsgWA5s2bY7FYPByR3Kwb6sOTB2HWWIg+5di2+EKnp6BWq6wLVERERCQduWIVtiNHjlC/fn3ndlhYGDEx7lsA+8svv+T06dPO7UmTJvHmm2+67XoiIiIiIiLuEhgYSGBgoKfDkNtwzT7cvRGmDb1cvAgMgv97Q8ULERERyRY0AuMGJScn4+NzY+maPn06jRo1omjRom6OSkRERERExH0sFovLl8HE+2TYh4YB6xfDj18BhmNfyYrQazjk18LtIiIikj14XQEjLCyMAQMGsGbNGmw2GwMHDqRTp04AvPDCCxw4cICkpCRKlizJm2++ed0iQmRkJGPHjiUqKorExER69uxJ7969ndcaOHAga9asoWHDhrz88svO406fPs0bb7zB0aNHSUhIoHXr1jz33HN8+OGHnDp1imeffZa8efPy1ltvOdsPGDCAQ4cOUaRIESZOnEjBggXdkyQRERERERGRjCQnwdJP4Z+fLu+r2gS6PAN+eTwXl4iIiMhVvK6AAWAymVi4cCGHDx+mW7du1K1blzJlyjBixAgKFSoEwJQpU5g0aRJjxozJ8DwpKSk8//zzvPPOO4SEhGCz2ejRowc1a9akZs2aAJjNZubNm5fm2KFDh/LEE0/QsGFDkpOTeeKJJ1i+fDmDBg1i/vz5vP/++4SHhwOwatUqtmzZwrx58wgKCuK5555j9uzZPPHEE27IjohkJZvNhmEYng7Dhc1mc/kpmU85di/l1/2UY/fLrTk2DCNHLvL8008/8cknn7B3714CAgKoV68eQ4YMoWzZsi7t5syZw2effcaxY8cIDg7mueee48477/RQ1CIZuBgD342Hg1cs1t2yB7TsCeZcMcu0iIiIeBGvLGB0794dgLJly1K/fn02btxImTJlWLJkCYsWLSIxMZGEhASCgoKueZ4DBw6wd+9enn/+eee+ixcvsm/fPmcB4/77709zXFxcHOvXr+fMmTMu+w4cOJDhtZo1a+aMp3bt2uzevfvGH7CIZFsHDhzIth9ORUZGejqEHE85di/l1/2UY/fLjTn28/PzdAiZasOGDQwaNIguXbrw3HPPER0dzQcffMCjjz7KkiVLyJs3LwBLly7l1VdfZcCAATRu3Jhly5YxaNAgZs6cSe3atT37IG5DSkoKW7duBaBGjRpaxNsLufRh8SAs342Dcycdd1p8octgqNHcgxGKiIiIZMwrCxjp2bhxI19//TWzZ8+mcOHC/PTTT0ycOPGaxxiGQYECBVi0aFGGbfz9/dM9DuC7774jT54bG157ZTuLxUJKSsoNHSci2VtwcHC2HIERGRlJhQoVsFqtng4nR1KO3Uv5dT/l2P1ya4737t3r6RAy3dKlSylVqhRjx451ji4pVKgQDz/8MNu2bXOuLTBx4kQ6dOjAs88+C0Djxo3ZvXs3H330EVOnTvVU+JkiOjra0yHIbYqOjoaoY7BsKSTGOXYGBsEDQ6FMqEdjExEREbkWryxgzJ8/n8GDB3PkyBE2bdrE8OHD2b17NwEBARQsWJDExERmz5593fMEBwcTGBjIvHnz6NatGwAHDx6kQIEC11yfIiAggEaNGjFlyhQGDx4MwMmTJzEMgxIlShAQEMCFCxcy5bGKSPaWnT+Uslqt6RZhJfMox+6l/Lqfcux+uS3HOXH6qOTkZAICAlweW758+YDLX2w6fPgwkZGRvPjiiy7Htm/fnrfffpvExESvHZliNpupWrWq87Z4H7PJRNWkU7Dte8zGpZHDJSpCr2FQoIhngxMRERG5Dq8sYKSkpNClSxdsNhsjRoygTJkyFC9enMWLF3PvvfdSsGBBmjZtysmTJ695Hh8fHz799FPGjh3Ll19+id1uJygoiHfffTdN25MnT9K/f3/naI0JEyYwbtw4OnbsiMlkwmq1MmbMGEqUKEHfvn159dVXXRbxFhERERER7xMREcGiRYuYOXMmnTp1Ijo6mv/9739UrVqVunXrArB//37A8QWpK4WEhJCUlMThw4cJCQm5pesbhkFKSkq6I7hNJpNLUeF6o7yvnP7pRtuaTCYKFy4MgN1uz7TzurOt3W7PcITs1ee5VltwFG1Si1de2TY5GX74nMKbfnTswwRVGkHnQZjz+pNalrvdGFJSUrDb7aSkpLishWMYRoa/N+D6O6y2rm2vzOmVv7c383efFc8R3tg2vbxeq222+FvOxm1T/+5T3cx5s9PfXHZre+VzgN1uv6Xzpp4nM9pC9vtbvtm2GT2vXt32er/Deo5I29bdvLKA8eijjzqHZqfy9fXl/fffd9n33HPPAVCmTBk2btzo3L9r1y7n7XLlyvHJJ5+ke50r2xUvXtxlqqnChQszYcKEdI/r3r27c50OwLmYd6revXune5yIiIiIiGQv9evX58MPP+SFF15gzJgxgOP1/WeffeZ8A3v+/HkA8ufP73Js6nbq/bciKSmJX3/9FV9f3zT3BQUFOUdHAKxfvz7DDzUKFChA9erVndsbNmwgOTk53baBgYHUqlXLub1x40YSEhLSbWu1Wp2FHIC///47w/XB8uTJ45xyC+Dff/8lNjY23bY+Pj40atTIub1t27YM82g2m2nSpIlze/v27Zw7dy7dtklJSRQvXtwZ486dO4mKikq3LTimAkvt5z179nDq1KkM2zZo0MA50mbfvn2cOHEiw7b16tVzrp9y4MABjh07lmHb2rVrExAQAMChQ4c4fPhwhm1r1qzpHCF0JHI/R1bOw3zuBFAcgJQyYdgLVYXffqd69eoUKFAAgOPHjzsLcekJDw+nUKFCgOPLfVdPF5eUlER0dDSnT5+mevXqFCniGNlx5swZl/fVV6tUqRLFiztiO3v2LDt27MiwbcWKFSlZsiTg+Jvatm1bhm3Lly9PmTJlALhw4QJbtmzJsG3ZsmUpV64c4FgTc/PmzRm2LVWqlLNQGR8fz6ZNmzJsW6JECWfhMjExkb/++ivDtsWKFaNy5cqA40O2P/74wyWnV/79Fy5cmCpVqji3161bl+F59RzhcOVzhM1m49ixY2nyeqU77rjDeTtHP0ccOcLBgwczbHujzxFJSUkEBAQ4+zW954grhYWF6TmC6z9HXPkcULp06TTPERnRc4RDes8RZ86cSfd59WZeR4CeI1KlPkdc+cUFd/HKAoaIiIiIiEhW+Pvvv3nppZfo0aMHrVq1Ijo6msmTJ9O/f3+++eYb55tHd8poDYq4uDiXN4ynT5/O8IOHixcvunxj8NSpUxl+c/HChQvON9CGYXDkyBGSkpLw8fFJ8wY1T548Lh8onTx5MsMPKXx9fV3aHj9+nPj4+HTbWiwWl7bHjh0jLi4u3bZms9ml7dGjR7l48WK6bcHx5bTIyEjnea81/e/OnTud3049ceLENYtRu3btwsfH8Rb75MmT11w7ZPfu3c4PT06fPs3Zs2czbLtnzx7nmopnzpy55gcle/bswWq14pMQi/X3BZhjEzCAeJOFmCLBJFuLYjpzBnCsWZM6xd25c+c4ffp0huf18/NzznBw/vz5DNtGR0ezf/9+5/0XLly45nktFovzscfGxl6zrclkcuY0Li7umm1Trw2OD6yv1dZutzt/XxISEq7ZNiUlxfk7m5SUdM22SUlJJCYmAo6p6K7VNjEx0flBoN1ud2l79e9RfHy8yzdir3XerHiOAMfve1JSUrpts+NzBFx7bZ+rz5sTnyPAURC41u/PzTxHBAQEOJ9Xr/UcAY5+1nPEjT9HREdHYxhGhs8RV9NzhMO1niOu/tu72dcReo5wuPI5wt1TpZqM7Lb6rFzT1q1bAfjkj2j2nojxcDQiuVelEvn5qF9zT4eRrri4OHbs2EF4eHiumnc9KynH7qX8up9y7H65Ncepr1Vr1Kjh4UgyT0REBKVLl2bSpEnOfSdOnKBVq1aMHj2anj17smbNGvr378/y5cupWLGis926det49NFHWbZs2S1NIbV161YSEhIoV65cuutuZcXUDykpKfz+++8ANGrUyOUct3Ned7a91pQHNpuNw4cPU6FCBaxWa7aYdiGz25rPHifP3Lfh/GkMTCT75GVNaHuMAkVd+jAzY7DZbBw8eJDy5cu7rBmTXadm8Ya2V+b0yr9/TQ9ze21tNhv79+9Pk9eMzustf/eebGuz2Th06BDBwcE3/byanf7mslvbK58D/P39NYVUJrTN6Hn16raaQurm2u7Zswez2ezW1/8agSEiIiIiIpKBffv2cdddd7nsK1GiBEFBQRw6dAjAWbTYv3+/SwFj//79+Pr6UrZs2Vu+vslkIjAw0GOFsJSUFAoWLAg4Fi9Pr4DhTVLjt1qtObO4eHA7zBoH8Zem1MhfCB4YQYHDjikr3NWHFosFs9ns0d9VT5o0aRI7duxg8uTJmXbO3J5Td1JeM5fFYnGuDaucZh49B2Q+5dQ9smIdDPP1m4iIiIiIiOROpUqVYvv27S77jh49yrlz5yhdujTgmB+7QoUKrFixwqXdsmXLaNKkiduH1buTxWKhUaNGGY6+kGxk2zqY/trl4kXxCvD4eCylgjO1D0+ePMlTTz3lPOczzzzjMnVFUlISY8aMoUGDBjRs2JDXX3/dZZ70L7/8kiZNmnD33Xe7zPkeExNDhw4drjkNxvUcOXKEsLAwYmK8Y7aC3377jbCwMN58803nvv/++4+IiAhatmzJ448/zsMPP3zN9TNERERyOo3AEBERERERycADDzzA2LFjeeONN2jdujXR0dF8/PHHFC5cmHbt2jnbDR48mCFDhlCuXDkaNWrEsmXL2LJlCzNmzPBg9JIrGAb8vghWfnV5X0ht6P4i5M38b5iOHj0agJ9//hnDMBgyZAhvv/02Dz/8MAAff/wxmzZtYunSpQD069ePTz75hEGDBnH69Gk+/vhjlixZwtatWxkzZgxLliwBYMKECTz66KPOxcKzSlJSUoaLObtTXFwcb7zxBnXq1HHZX6pUKSZNmkTBggXZsWMHx48fp3///qxfvz5L1twRERHJblTA8FJliwR6OgSRXE1/gyIiIrlD37598fPzY9asWcybN4+AgABq167N+++/T1BQkLNdx44dsdlsTJ06lSlTphAcHMyHH36Y5sNJkUxlT4Hl0+Cv5Zf31bkLOg4Ai3ve7h8+fJj+/fsTEBAAQPv27fnkk0+c98+bN49hw4ZRrFgxAAYMGMDbb7/NoEGDOHbsGBUqVKBYsWI0a9aM559/HoBNmzYRGRnJmDFjrnv9L774glmzZnH69GkKFy7MI488Qu/evQHo3r07AC1btgQcxZZOnTq5HL9hwwYGDhzI888/z5QpUyhcuDDz5s1jyJAh/PHHH8TFxVGhQgVeeuklGjduDMD8+fP56quvuOeee5gxYwYmk4n+/fvzyCOPpBvje++9x+rVq/nss8+ceUivTceOHTly5IjL/qCgIIKCgoiLi8MwDMxms3NB4tuZjk5ERMRbqYDhpYZ21RshEU9LsRtYzO6f609EREQ8x2Qy0atXL3r16nXdtt27d3d+gJpT2O12tm3bBkD16tVdFvsUD0uMh7n/g91XTC90Zy9o0R2umI86s/vw//7v/1ixYgWtWrXCMAyWLl1KixYtAMc0UCdOnCA8PNzZPjw8nGPHjnHhwgXKly/PkSNHOHHiBNu3byc0NJSkpCTefPNN3n333Ru6fqlSpfjqq68oUaIEGzZsoH///oSHh1OvXj3mzJnDXXfdxZo1a8ifP3+G57h48SI7d+5k+fLLhZ8mTZowatQo8ubNy1dffcUzzzzDTz/9RGCg44tLe/fupXPnzqxdu5a///6bRx99lNatW1OuXDnnOZKTkxk5ciSHDx9m5syZ5MuXL93r//vvv6xfv5758+czcuTIdNs0b96cuLg47HY7Xbp0UfFCRERyLRUwvFBiYiI2mw2r1erpUHIcm83GgQMHCA4OVn7dJCflWMULERERyekMw3CuSWAYhoejEaeLMfDNm3B0t2PbbIFOT0Ht1mmaZnYf1q1bl++++44GDRoAULt2bR599FEOHz5MXFwcgMsH96mFhIsXL1KiRAleeeUVnnrqKQIDA3njjTeYOnUqd911F8nJyTz++OMkJCTQt29f7r777nSv37ZtW+ftxo0b06xZM/7880/q1at3w4/BbrczZMgQl/cj3bp1c95+/PHH+fTTT9m1a5fzvEFBQTz66KMANGrUiNKlS7Njxw5nASM+Pp5Bgwbh5+fHtGnTMlz7JikpiVdeeYVRo0Zdc32cX3/9lX///TfNCA0REZHcRgUML6U3D+5hGAY2m035dSPlWERERMR7mEwmqlSp4rwt2UD0Kfh6DEQddWz7WaHnyxBSK93mmdmHdrudRx99lHvvvZcvvvgCgEmTJvHUU08xbNgw/P0da27ExsY617K4cOECgHPKqXbt2jnXj4mMjGTlypXMnj2b3r178+KLLxIaGkqnTp1o2LAhBQoUSBPD4sWL+eKLLzh69Ch2u534+HjKlClzU48jICDAZYSG3W7ngw8+YPny5Zw5cwaz2UxsbCznzp1ztilcuLDLOaxWKxcvXnRu79ixg9jYWObNm3fNwsTUqVOpWbOmswB0LX5+fnTo0IHu3bsTHBxM/fr1b+ZhioiI5AgqYIiIiIiIiEi6zGYzJUqU8HQYkurkQZgxBi44RlQQGAS9X4USwRkekpl9GB0dzdGjR+nbt69z9EKfPn2YNm0aMTExhIeHU6JECZeRCTt27KBkyZLpTqf02muvMWLECPz8/Ni5cye1atXCz8+PEiVKcPDgQWrWrOnS/tixYwwdOpTPPvuMhg0b4uPjw1NPPeX8ctSNTo91dbslS5awZMkSpk2bRoUKFTCZTDdUYLhSnTp1uPPOO3n00Uf54osvqFy5crrt1q9fz/bt21m1ahXgWMzbZDLxzz//MHfu3HSPSU5O5uDBgypgiIhIrqQChoiIiIiIiEh2d3C7Y9qoBMc0TRQqCX1GQVDxLAuhUKFClC9fnpkzZzJo0CAAZs6cSfHixZ0jGiIiIvjkk0+oW7cuAJ9++in3339/mnMtWLCAcuXKOT+UL1u2LOvWraNq1apERkZSqlSpNMekLmxdqFAhzGYza9asYd26dfTo0cMZn9ls5tChQ1SvXv2GH1dsbCy+vr4EBQWRlJTElClTXEZX3Kju3btjsVh45JFHmDZtmnPky5U++OADEhMTndvjxo0jMDCQZ599FoDVq1dTsmRJSpUqRUJCAtOmTePEiRM3XVARERHJKVTA8FIavu0eJpMJq9Wq/IqIiIiI4Jj+M/WD3ICAAL1O9pSdGxwLdidf+uC7VCV46BUISDvF0tUyuw8nT57MuHHjaNGiBXa7nfDwcN5//33nKIinnnqK6Oho2rdvD0CnTp0YMGCAyznOnj3LtGnT+Oabb5z7Ro4cyfDhw4mLi2PQoEEUKVIkzbUrVarEgAEDePjhh7Hb7bRu3ZrWrS+v+5E3b14GDhxIv379SEpKYtSoUdx3333XfUxdu3Zl/fr13HnnnQQGBvLwww/f8qiViIgIzGYzjz76KNOmTXNZ0BxwTq2Vymq14u/vT9GiRQE4d+4cb731FidPnsRisVClShU+/fRTl8XCRUREchOToYnovcrWrVsBqFGjhocjEUlfit245uLWcXFx7Nixg/DwcOccuZK5lGP3U47dS/l1P+XY/XJrjvVaNXNt3bqVxMREj/4epaSk8OuvvwLQvHlzLBaLR+LILF75t7npR/j+UzDsju2Q2tDjJchjveZhqbKiD70yr9mccuoeymvmU07dQ3nNfMqpe2zZsgWTyeTW1/8ageGl3lrwD4fPxHo6DBEXZYsEMrRrHU+HISIiIiKZ6FoLEoub/ToPfppxebtGC+g8CHx8b+o06kMRERHxVipgeKnDZ2LZeyLG02GIiIiIiEgOZrFYaNq0qafDyH0MA1Z9DesWXN7XpBPc/TDc4ELVqdSHIiIi4s1UwBARERERERHJLux2WDYVNq64vO+u3tC8m+diEhEREfEQFTBEREREREREsoOUZFg4CbauvbTDBB36Q4N7PRqWiIiIiKeogCEiIiIiIiLpstvt7NixA4Dw8HDMNzl9kdyEpESY+y7s+tOxbTJDl8FQq9VtnVZ9KCIiIt4sV79y2bp1K88++6xz+9tvv+Xee++lc+fOnDt3Ls32jdixYwdLly512RcWFkZMjNarEBERERER72IYBqdPn+b06dMYhuHpcHKuBBt88+bl4oXFB3q+dNvFC1AfioiIiHfLtSMwkpOTqVGjBu+//75z31dffcW4ceOoU6dOuts3YseOHaxatYoOHTpkdsgiIiIiIiJZymQyUblyZedtcQPbRZj5OhzZ5dj2zQMPDIOQWplyevWhiIiIeLMcWcBYtWoV7777Lr6+vjRv3py5c+cyb948+vbtS7t27diwYQPly5enR48ejB07lkWLFvH0009z+PBhhg4dSlhYGIDL9sSJE12usXDhQmbOnElycjL+/v68+uqrFC1alIkTJ3LhwgU6d+5MrVq1GDNmDADffPMNq1at4uzZswwcOJBu3bQAm4iIiIiIZG9ms5nSpUt7OoycK/4izBgNR/c4tvMGwEOvQNkqmXYJ9aGIiIh4sxxXwIiKimLEiBF88803hISEMG/ePKKjo533R0dHM2fOHEwmExs2bHDunzhxIq1bt+b9998nPDwcIM12qk2bNrF06VJmzpyJn58fGzdu5IUXXmDp0qU8/fTTrFq1ismTJ7sc4+fnx9y5c9m3bx/3338/nTt3xscnx6VfBACbzZbh8HSbzebyUzKfcux+yrF7Kb/upxy7X27NsWEY+oa3yI1KsMGM1y8XL/zzQ5/XoGSwR8MSERERyU5y3CfomzdvJjQ0lJCQEAC6du3KqFGjnPd37dr1tt9U/fTTT+zcuZPu3bs7950/f574+PgMj7nvvvsACAkJwcfHhzNnzlCiRInbikMkuzpw4MB1P7CJjIzMmmByMeXY/ZRj91J+3U85dr/cmGM/Pz9PhyCZyDAM5+s6q9WqAlVmSbDBjDGXp43yzw8Pj4Hi5TP9UupDERER8WY5roBxPQEBAbd9DsMw6Nq1K88///wNH5MnTx7nbbPZTHJy8m3HIZJdBQcHX3MERmRkJBUqVMBqtWZxZLmDcux+yrF7Kb/upxy7X27N8d69ez0dgmQyu93On386FpZu3rw5FovFwxHlAIkJ8M0bcHinY9saCH1fc0vxAtSHIiIi4t1yXAGjdu3a7N69m/3791OxYkUWL15MUlJSpl7jrrvuYsiQITzwwAOUKlUKu93Of//9R40aNQgMDOTChQuZej0Rb3MjH9RYrVb8/f2zIJrcSzl2P+XYvZRf91OO3S+35Vjf7M6ZNPVtJkpOgtnj4eB2x3beQOg7Bkq4d9oo9aGIiIh4qxz3KqZw4cK88cYbDBw4ED8/P5o2bYq/vz/58+e/rfN+8MEHFCtWjF69elG/fn1efPFFBg0aRHJyMklJSbRq1YoaNWrQpEkTPv/8c+677z7q1KnjXMRbRERERETE21gsFpo1a+bpMHKGlGSY+y7s+8exnccf+oxy+5oX6kMRERHxZjmugAHQpEkTli9fDsCqVav45ZdfyJ8/Pz///LNLu0aNGrFo0SLn9tX3X7n9zDPPuNzXoUMHOnTokOba+fLl49tvv3XZt2vXLpftKxcPFxERERERkRzOngILJ8HOS+8FffPAgyOgdCXPxiUiIiKSzeXIAsaMGTNYtmwZdrudwMBAJkyY4OmQREREREREJDcyDPj+U9i61rFt8YEHhkH5qp6NS0RERMQL5MgCxoABAxgwYICnwxAREREREfFqdrud3bt3AxAaGorZbPZwRF7GMOCHL+DvlY5tswV6vAQhtbIsBPWhiIiIeDO9chEREREREZF0GYbBiRMnOHHiBIZheDoc77N6Fvyx5NKGCSKehbAGWRqC+lBERES8WY4cgSEiIiIiIiK3z2QyUbFiRedtuQnrFsLaOZe3Oz0F1bN+MW31oYiIiHgzFTBEREREREQkXWazmXLlynk6DO+zZS2s/OrydrvHoW4bj4SiPhQRERFvpgKGlypbJNDTIYikod9LEREREcn19m+BhZMub9/ZCxp18Fw8IiIiIl5MBQwvNbRrHU+HIJKuFLuBxayh6SIiIiI5gWEYJCYmAuDn56cpiK7nRCTMHg/2ZMd2vXugRXePhqQ+FBEREW+mRby9UGJiIjabzdNh5Eg2m43t27crv7dBxQsRERGRnMNut7N+/XrWr1+P3W73dDjZ2/kzMPMNSIhzbIc2gPb9wcMFA/WhiIiIeDONwPBShmF4OoQcyTAMbDab8isiIiIicom+sX8DbBdhxhi4EOXYLl0Z7n8eLBbPxnWJ+lBERES8lQoYIiIiIiIiki6LxULLli09HUb2lpwE346D04cd24VKwoMjwC+vZ+O6RH0oIiIi3kxTSImIiIiIiIjcCrsdFnwAB/9zbPvnh96vQkABz8YlIiIikkOogOGlNATYPUwmE1arVfkVEREREZHrW/U1/LfOcds3Dzz0imMEhoiIiIhkCk0h5YX8/PywWq2eDiNHslqtVK1aNUuulWI3tOC1iIiIiGRrdrudvXv3AlCpUiXMZn0HzmnjD/D7Qsdtkxm6D3GsfZHNqA9FRETEm6mA4aXeWvAPh8/EejoMuUVliwQytGsdT4chIiIiInJNhmFw7NgxAEJCQjwcTTay529YOuXydof+EFrfc/Fcg/pQREREvJkKGF7q8JlY9p6I8XQYIiIiIiKSg5lMJipUqOC8LcCJSJgzAQy7Y7tpZ6jf1qMhXYv6UERERLyZChgiIiIiIiKSLrPZ7PzwW4CYs/DNG5Boc2yHN4E2fT0b03WoD0VERMSbafJLERERERERketJsMGsNyEmyrFdujJ0fQa0poSIiIiI22gEhoiIiIiIiKTLMAxSUlIAsFgsuXcKInsKzHsPju93bBcoCr2Gg18ez8Z1A9SHIiIi4s2y3VdFIiMjeeCBB2jbti3dunVjz549t3SeLVu28MADD1CrVi2eeuopl/tWrlzJfffdR+fOnWnfvj3vvfcehmFc97hriY6O5oEHHqBz5858/PHHtxSziIiIiIhIdmK32/ntt9/47bffsNvtng7Hc374Enb/5bidxx8eehUCC3oyohumPhQRERFvlu1GYIwcOZIePXoQERHBihUrGDp0KPPmzbvp8xQrVozhw4ezfft21q5d63JfkyZNuOuuuzCbzSQmJvLggw9SvXp17r777msedy2///47AQEBfPvttzcdq4iIiIiIZCwxMRE/Pz9PhyG51cYfYcP3jttmC/R8GYqV9WxMIiIiIrlEthqBERUVxbZt2+jUqRMAbdu25cSJE+zfv58WLVpw+PBhAKZNm8Zjjz2G3W7nwoULjBgxgo4dO9KpUyeGDRsGQIkSJahZs2a6b3QCAwMxX5qnNDExkcTEROcw2msdt379enr27EmXLl3o0KEDc+bMARzFi7fffpvNmzfTuXNnfv/998xPjoiIiIhILtWsWTNeffVVNm7c6OlQch2z2UyLFi1o0aKF8z1UrnJ4Fyybenm74wCoWNNz8dyCXN+HIiIi4tWy1QiM48ePU7RoUXx8HGGZTCZKlizJyZMneemll3jmmWd4+eWXmTlzJnPnzsVsNjN27Fjy5MnD4sWLMZvNnD179oau9ffffzNq1CgiIyPp1asXd91113WPqVq1Kt988w0Wi4Xo6Gi6du1K8+bNadq0KU8//TSrVq1i8uTJt5UDyV1sNptz+rLcwmazufyUzKccu59y7F7Kr/spx+6XW3NsGIZb5tdv27YtP/74I3PnzqVkyZLcd999dOrUiZCQkEy/lrgymUy5d82E2Gj47h2wJzu2G3WAum08GtKtyNV9KCIiIl4vWxUwrqVjx45s2LCBxx57jC+//JJChQoBsHr1aubMmeP8Jknq/uupW7cuS5Ys4ezZswwePJiNGzfSoEGDax4THR3NiBEjiIyMdBYxdu/eTYkSJW7vwUmudeDAgVz3wUaqyMhIT4eQ4ynH7qccu5fy637Ksfvlxhy7Y6qn119/nZEjR/LLL7+wZMkSvvjiC6ZMmUJ4eDidO3emQ4cOFClSJNOvK7lYSrKjeHEhyrFdvirc84hHQxIRERHJjbJVAaNkyZKcPn2a5ORkfHx8MAyD48ePU6pUKZKTk9mzZw8FCxbk1KlTmXbNQoUK0bJlS1asWHHdAsaoUaNo2bIlkyZNwmQy0bVrVxITEzMtFsl9goODc+UIjMjISCpUqIDVavV0ODmScux+yrF7Kb/upxy7X27N8d69e912bl9fX+6++27uvvtuYmNjWb58Od9//z3jx4/nnXfeoUmTJnTq1Im7776bvHnzui2O3MZut3PgwAHA8do110xB9OOXcGi743a+wtD9RbBkq7fPNyzX9qGIiIjkCNnqFVjhwoWpVq0aixcvJiIigh9++IHixYtTvnx5xo8fT3BwMOPHj6dv375Uq1aN8uXL07p1a6ZNm8bIkSOdU0hdbxTGvn37nC/cYmNj+eWXX+jSpct144uJiaFUqVKYTCb++usvdu7cmUmPXHKr3PSBxtWsViv+/v6eDiNHU47dTzl2L+XX/ZRj98ttOc6qaWoCAwPp3r07VapUYerUqfz444/8+uuv/PrrrwQEBNCjRw8GDx6cq3LvLoZhONcirFChgmeDySr//gIbljpuW3yg50sQWNCTEd2WXNmHIiIikmNkqwIGwOjRoxk2bBiffvopAQEBjBs3jtWrV/Prr78yZ84crFYrQ4cO5dlnn+Xbb79l+PDhjB07lvvuuw8fHx9q1KjBG2+8wf79+3nkkUeIj48nPj6eFi1a8MQTT/DQQw+xfPlyli1bho+PD3a7nbZt29K9e3eAax73wgsvMHr0aCZPnkx4eDi1atVK9zGcPHmS/v37s2jRIgBmzZrFqVOneOaZZwDo168fTz/9NDVq1MiapIqIiIiI5BCHDx9myZIlLFmyhMjISAoWLEjv3r3p3Lkzvr6+fPfdd3z99dccOXKESZMmeTpcr2cymShbtqzzdo53fD8s+fjydvt+UCbUc/FkglzXhyIiIpKjZLsCRsWKFZk9e7bLvrCwMO68807ndrt27WjXrh0AefLkYezYsemeZ+3ateleY9CgQQwaNCjD62d03B133MGPP/6Y7n0RERFEREQAULx4cWfxAqBXr14ubadOnZruOUREREREJK1z586xbNkylixZwr///ouvry+tWrXixRdfpEWLFvj4XH5bM3LkSEqUKMHkyZM9GHHOYTabc89i6XExMHs8JF+aJrju3VDvHs/GlAlyVR+KiIhIjpPtChgiIiIiIiJXat68OcnJydSuXZtRo0bRvn178ufPn2H7ypUrX3daWREX9hSY+z+IvrTeYulQx+gLEREREfEoFTBERERERCRbe+KJJ+jcuTPlypW7ofZ33nmnywhuuXWGYWAYBuCYfijHTkH08zew/1/H7YAC0ONF8PH1bEyZJNf0oYiIiORIKmCIiIiIiEi2NnjwYE+HkGvZ7XZ+/fVXwDESxmKxeDgiN9i+Hn6b77htMkP3IVCgiGdjykS5og9FREQkx1IBQ0REREREspW//vrrlo5r0KBBJkciOd6pw7Bw4uXtto9AheoeC0dEREREXKmAISIiIiIi2UqfPn1cprkxDOOa096k3r9jx46sCC9XMZvNNGvWzHk7R4m/CN+Og8R4x3aNFtCoo2djcoMc3YciIiKS46mA4aXKFgn0dAhyG9R/IiIiIhmbPn26p0OQS0wmEz4+OfBto2HA4o/g7HHHdolguO8pyIHrQ+TYPhQREZFcQa9ivNTQrnU8HYLcphS7gcWc894giYiIiNyuhg0bejoEyeEs/652rH0BkDcQer4Mfnk8G5SIiIiIpKEChhdKTEzEZrNhtVo9HUqOY7PZOHDgAMHBwW7Pr4oXIiIiIjcvKiqKo0ePAlC6dGkKFy7s4YhyNrvdzqFDhwAoV65cjpiCKO+F0/j9dsUon86DIKi45wJys5zYhyIiIpJ7qIDhpQzD8HQIOZJhGNhsNuVXREREJJtZv34977zzTpp1LsLDwxkyZAhNmzb1UGQ5m2EYREZGAlC2bFnPBpMZkhKpuGk+puQkx3aDeyG8kWdjcrMc14ciIiKSq6iAISIiIiIi2drKlSt55plnKFy4MI8//jgVKlQA4MCBAyxatIh+/frx/vvvc/fdd3s20BzIZDJRqlQp521v57t6Jr4XTjs2ipWHex7xaDxZIaf1oYiIiOQuKmCIiIiIiEi29v7771O5cmVmzpxJYGCgy30DBgygV69eKmC4idlsJjQ01NNhZI7t6/HdvAoAw8cP0/0vgG/OX/ciR/WhiIiI5Dqa/NJL6Zsz7mEymbBarcqviIiISDZy+PBhIiIi0hQvAAIDA7n//vs5cuSIByITrxF9GhZ/5NxMvKsPFNN0SiIiIiLZnUZgeCE/Pz8t4O0mVquVqlWrZuo5U+yGFuwWERERuQ0VK1bk7NmzGd4fFRXlnFZKJI2UFJj/HsRfBOBsyXDy1rzTw0GJiIiIyI1QAcNLvbXgHw6fifV0GHIdZYsEMrRrHU+HISIiIuLVXnzxRZ5//nlq1KhBmzZtXO5buXIls2fP5r333vNQdDlbSkoKv/32GwDNmjXDYrF4OKJbsPY7OORY/N2evwiHanUgNBeNuM4RfSgiIiK5lgoYXurwmVj2nojxdBgiIiIiIm739ddfExQUxODBgylWrBjlypUD4NChQ5w6dYoKFSowffp0pk+f7jzGZDLx8ccfeyrkHMUwDE+HcOsO7YC1cx23TWYS7xtISkyKZ2PyAK/uQxEREcnVVMAQEREREZFsbffu3QCULFkSgKNHjwJgsVgoWbIkCQkJzjaptKZZ5jCbzTRp0sR526skJ8GSj8GwO7bvfAB76VCI2eHZuLKYV/ehiIiI5HoqYIiIiIiISLb2888/ezqEXMtkMpEnTx5Ph3Fr1i+G04cdt0tVgmYREJ/g2Zg8wKv7UERERHI9ff1CREREREREcpZzJ2HNd47bJjN0HABmrf0gIiIi4m00AkNERERERLzC6tWrWbNmjXMKqdKlS9OyZUvuvPNOD0eWc9ntdo4cOQJAmTJlvGMKIsOApVMgOdGx3bA9lArxbEwe5JV9KCIiInKJRwsYkZGRDB06lHPnzhEYGMhbb71F5cqVr3ucYRg8/PDDbN++nY0bNzr3r169mvHjx2O32wkNDeWtt94iMDAwzfG7d+9mwIAB1x2KnpiYyFtvvcVvv/1Gnjx5CAsLY8KECQC0bt0aX19f8ubNC8ATTzxB+/btb+bhi4iIiIjIDYiJiWHgwIFs3LgRi8VC0aJFAVi/fj2zZ8+mfv36fPTRR+TPn9/DkeY8hmGwf/9+wFEw8go7/oC9fztu5ysMrR/0bDwe5pV9KCIiInKJRwsYI0eOpEePHkRERLBixQqGDh3KvHnzrnvcl19+Sbly5di+fbtz38WLFxkxYgRff/01ISEhjBkzho8++oiXX375luObMGECJpOJH374AZPJxOnTp13uf//99wkPD7/l84uIiIiIyPW9+eabbNq0iSFDhtCrVy/8/f0BiIuL45tvvuF///sfb775JuPHj/dwpDmPyWSiRIkSztvZXnwcLP/s8na7xyCP1XPxZANe14ciIiIiV/DY2NGoqCi2bdtGp06dAGjbti0nTpxg//79tGjRgsOHHYutTZs2jcceewy73Q7Anj17WLVqFf3793c539q1awkPDyckxDE0+MEHH2Tp0qXO+ydNmsQ999xDRESEy36AX375hW7dutGpUyc6d+7Mv//+S1xcHHPnzuW5555zvshL/aaXiIiIiIhknVWrVvHggw/y2GOPOYsXAP7+/jz++OP06tWLVatWeTDCnMtsNlOlShWqVKniHVMPrZ4FF846bleuB+GNPRtPNuB1fSgiIiJyBY+NwDh+/DhFixbFx8cRgslkomTJkpw8eZKXXnqJZ555hpdffpmZM2cyd+5czGYzSUlJvPrqq7z55ptpXngdP37cZThs6dKlOX36NMnJyfz222+sWLGC+fPnExAQwIsvvuhsd+DAAYYNG8aMGTMICQkhKSmJ+Ph4Dh06RMGCBfnkk0/4/fffyZs3L4MHD6ZJkybOY1966SUAatSowZAhQyhUqJA7UyZezGazYRiGp8PIFmw2m8tPyXzKsfspx+6l/Lqfcux+uTXHhmG45RvePj4+BAcHZ3h/xYoVne8rJBc7tg/+XOa47eMH7fuDRhyIiIiIeLVs+Sq/Y8eObNiwgccee4wvv/zSWRj48MMPufvuuwkJCXEuQnYj1q9fT7t27ZzrYTzwwAP8/bdjTtTff/+d5s2bO0du+Pr64uvrS0pKCkePHqVSpUoMGTKE7du383//938sXbqUIkWKMGPGDEqVKkVSUhLv/z97dx4XVfX/cfw1M4iOIBKKiIqIGyqZS5ZLLqmZWa5Ypi3mL7PFb37NFsUstzS17du+aJbf+mqZmmFlaouVaZq2qeWOJCoImhsysszM7w9yhAATnctw4f18PHp4Zu695374nOAB87nnnOefZ9y4ccyZM8fLmZCyYu/eveXuA4x/kpiY6OsQyjzl2HjKsbGUX+Mpx8Yrjzn29/f3ep89e/ZkxYoVDB48GJvNlu9YTk4On332Gdddd53X7ysm4nLCJ6+DO3fmPlffDJfU8G1MIiIiInLRfFbACA8P98yQ8PPzw+12k5ycTK1atcjJyWHXrl0EBweTmprquWbjxo0kJyczf/58cnJySE9Pp1u3bixevJjw8HDWrl3rOffAgQP5ZnhcSHxWq5U+ffoA0KxZM+rUqcPOnTupXr06tWrVAnILHnfccQc9e/a8iGxIWRcVFaUZGH9xOBwkJiZSr1497PbyvR6xUZRj4ynHxlJ+jaccG6+85nj37t2G9Nu3b1+mTp3K4MGDGTRoEJGRkQD88ccfLFy4kOzsbPr06cNvv/2W77qYmBhD4ilPnE4n33//PQDt27cvUEAqNTathIN//f8XGgHt+/o2nlLENGMoIiIiUgifFTCqVatGTEwMy5YtIzY2lpUrVxIWFkZkZCSzZs0iKiqKWbNmMXToUGJiYoiMjGTBggWe6/fv30///v356quvAOjUqRNTp05lz549NGjQgAULFnDDDTcA0KFDB55++mmGDRtGQEAAH3zwgaefjh078sorr3iuO7OEVEhICO3bt+e7776jS5cuJCUlsX//fho0aEBGRgY5OTkEBQUB8Omnn9KsWbMSzJ6YTXn64OJ82e32fGtYi/cpx8ZTjo2l/BpPOTZeecuxURsE33bbbZ72li1bPPfJ+4DI7bff7mmfWcpq27ZthsRT3uTk5Pg6hHM7eRS+nH/2de97wVYqFxvwmVI/hiIiIiJF8OlvdVOmTGH8+PG88cYbBAQEMGPGDFavXs2aNWtYtGgRdruduLg4HnjgAd5//30qVqxYZF+BgYFMmzaNf/3rXzidTho1asSsWbMA6NKlC5s3byY2NpbAwEA6derkuS4yMpIZM2bwyCOPkJOTg81mY8qUKVx22WVMmTKFRx99lGeeeQaLxcLUqVMJCwsjKSmJUaNG4XQ6AahTp47nXgATJkygW7dudO/enUOHDnH33XcTHx8PwHvvvUdqaiqjR482IqUiIiIiImXOjBkzfB1CuWW1Wrnyyis97VLpi3chMyO33eoaiNTDZXmZYgxFREREiuDTAkb9+vVZuHBhvveio6Pp2rWr53WvXr3o1atXgWvr1KnDpk2b8r3XvXt3unfvXui9Ro0axahRozyvx4wZ42l36dKFLl26FLgmIiKCd999t9D3P/roo8K/KGD69OmedlhYmKd4ATBkyJAirxMRERERkYIGDBjg6xDKLYvFUrpnEe3fCb+uzm1XCoBrbj/3+eVQqR9DERERkXPQ4xciIiIiIiJiPi4XLJ9z9nXXIRAQ5Lt4RERERMTrtDCoiIiIiIiUauPHj//HcywWC08++WQJRFO+uFwukpOTAQgPDy9dSxD9+nX+jbvbXOfTcEqrUj2GIiIiIv9ABQwRERERESnVNmzYUOA9l8tFWloaTqeTkJAQ7Ha7DyIr+9xuN7t27QKgZs2aPo4mj9MZuXtfnNHrLrDZfBdPKVZqx1BERETkPKiAISIiIiIipdpXX31V6PvZ2dksXLiQ//73v7z11lslHFX5YLFYCA0N9bRLjW8/gFPHcttN20H9y3waTmlWasdQRERE5DyogGFSEdUDfR2CnAeNk4iIiIhxKlSowG233cbu3bt54oknmD17tq9DKnOsVisxMTG+DiO/wwdg/ae5bVsFuHaYT8Mp7UrlGIqIiIicJxUwTCpuQCtfhyDnyelyY7PqSScRERERozRp0oT4+HhfhyElZeXb4MrJbV/VHy4J82k4IiIiImIc7d5lQllZWTgcDl+HUSY5HA5+//13r+ZXxQsRERERY61bt057YJQXOzfBrh9z20HVoGOsb+MREREREUNpBoZJud1uX4dQJrndbhwOh/IrIiIiUoq8/PLLhb5/8uRJNm7cyO+//87dd99dwlGVD06n07OJetu2bbH5cqPsnGxYkWevkx53gH8l38VjEqVqDEVERESKSQUMEREREREp1YoqYFStWpWIiAimTJnCoEGDSjiq8iMrK8vXIeTa8An8mZzbrtsMLu3o23hMpNSMoYiIiEgxqYAhIiIiIiKl2vbt230dQrlltVpp06aNp+0z6cfgmw/+emGBXsPBoqVaz0epGUMRERGRC6AChklZ9Mu6ISwWC3a7XfkVERERESH39+PAwEBfh5FbvMg6ndu+vAeE1/dtPCZSasZQRERE5AKogGFC/v7+2qTQIHa7nWbNmnmtP6fLrU28RURERLzs+++/5+OPPyYtLY369eszdOhQateu7euwxChHDsKPq3LbFSpB1yG+jUdERERESowKGCY1c+nPJB1O93UYcg4R1QOJG9DK12GIiIiImNJLL73Em2++yerVqwkJCfG8v2jRIiZOnIjb7QZgzZo1LFu2jEWLFlGnTh1fhVtmuVwuUlNTAahRo4ZvliD68n/gcua2O/SDwOCSj8HESsUYioiIiFwgFTBMKulwOrtTTvg6DBERERERQ2zYsIHOnTvnK16cPn2aGTNmEBQUxEsvvcSll17K119/zfjx43nttdeYPn26DyMum9xut2cPktDQ0JIPYP9O+P373HZA1dwChhSLz8dQRERE5CKogCEiIiIiIqVOYmIiV111Vb731q5dS0ZGBg8++CBXXnklANdffz3r16/nu+++80WYZZ7FYvEUkUp8nzi3Gz7/79nXXW6GilpKt7h8OoYiIiIiF0kFDBERERERKXVOnDhR4GnxDRs2YLFY6Nq1a773Y2JiWLp0aUmGV25YrVYuu+wy39x85yb44/fcdkh47ubdUmw+HUMRERGRi6TFL0VEREREpNQJCwvjwIED+d7buHEjQUFBNGzYsMD5druezC9TXE744t2zr7vfBjY9fyciIiJS3qiAISIiIiIipU6bNm1YsmQJKSkpAKxfv55t27Zx9dVXF1gGZ8eOHdSsWdMXYYpRflkNaUm57dqNoVl738YjIiIiIj7hs0dYEhMTiYuL4+jRowQGBjJz5kwaNWpU5Pkul4unn36aNWvWkJOTQ+vWrZk8eTL+/v7s37+fHj160LhxY8/5L730EnXr1j3nsaSkJEaPHo3T6cTpdFK/fn2eeOIJqlatyo4dO5g6dSpHjhzBz8+P5s2bM2nSJCpVqsSOHTsYO3asp7+TJ0+Snp7ODz/8YEyyRERERETKmfvvv58vvviCa665hpo1a5KSkoLdbmfkyJH5zsvJyWHVqlVcd911Poq0bHM6nWzatAnILSrZbDbjb5qVCavfP/u6x1DQ3g0XzCdjKCIiIuIlPitgTJw4kUGDBhEbG8uKFSuIi4tjyZIlRZ6/ePFifvvtNz788EMqVKjA448/zjvvvMNdd90FQEBAAPHx8YVeW9SxsLAwFixYQKVKlQCYNm0aL730Eo899hgVK1bk8ccfp0mTJjidTh566CHmzJnDqFGjiI6Oztff1KlTtRmaiIiIiIgX1a5dmyVLlvD222+TlJREhw4dGDp0KJGRkfnO++WXX7j00kvp3bu3jyIt+xwOR8necMMncPJIbrvxFVAvpmTvXwaV+BiKiIiIeIlPChhHjhxh69atvPXWWwD07NmTJ554goSEBIYNG8b8+fOJiIhg7ty5rFu3jjlz5rB9+3Y6dOiAv78/AJ07d+all17yFDAuxJm+IPepFIfDQeXKlQGoV6+e55jNZqN58+bs2rWrQB+ZmZl8/PHHvPPOOxcch4iIiIiIFFS3bl0mTZp0znPatGlDmzZtSiii8sdqtdKqVStP23AZJ+C7D3PbFitcc7vx9yzjSnwMRURERLzIJwWM5ORkQkND8fPLvb3FYiE8PJxDhw4xduxYRo8ezbhx45g/fz6LFy/GarUSExPDwoULue2226hYsSKfffZZvk39HA4HAwcOxOVy0b17d+677z7P1NhzHcvKyuKmm27i4MGDREdH89prrxWINyMjg0WLFvHQQw8VOLZq1SoiIiJo2rSpEamSMsDhcOB2u30dRqlx5ukvPQVmHOXYeMqxsZRf4ynHxiuvOXa73ZqZXMZYLBaqVq1acjf8djFkZuS2W3aDGhEld+8yqsTHUERERMSLfLaEVFF69+7Nhg0bGD58OPPmzSMkJASA2NhYDh48yG233UalSpVo3749a9euBaBGjRp8++23VKtWjWPHjjFmzBjeeustRowYcc5jkDsLIz4+nqysLKZNm8b777/vOQa5BY4xY8bQsWNHevToUSDexYsXM3DgwBLIjJjV3r17y92HF+cjMTHR1yGUecqx8ZRjYym/xlOOjVcec5x3lrNIsRw/DBs/y237+UPXwb6NR0RERER8zicFjPDwcNLS0sjJycHPzw+3201ycjK1atUiJyeHXbt2ERwcTGpqqucai8XCqFGjGDVqFACffvopDRs2BHL/SKpWrRoAwcHBDBw4kE8++YQRI0ac81he/v7+xMbG8vjjj3uOZWdnM2bMGEJDQ5kwYUKBryMpKYlff/2Vl156yftJkjIjKipKMzDycDgcJCYmUq9ePex2u6/DKZOUY+Mpx8ZSfo2nHBuvvOZ49+7dvg5BvMztdpOWlgZAaGiosTNsvl0EzpzcdtsbIKiacfcqR0p0DEVERES8zCcFjGrVqhETE8OyZcuIjY1l5cqVhIWFERkZyaxZs4iKimLWrFkMHTqUmJgYIiMjyczM5PTp01StWpU///yT2bNnM3r0aCB3T42goCAqVKhAVlYWq1at8izpdK5jBw4cICQkBLvdjsvlYsWKFTRu3BiAnJwcHnzwQapWrcoTTzxR6C95S5Ys4ZprriEoKKiEMidmVJ4+tCgOu93u2XNGjKEcG085Npbyazzl2HjlLcf6YLTscblc/P777wB06tTJsxSv1x1NhZ+/zG37V4Kr+htzn3KoxMZQRERExAA+W0JqypQpjB8/njfeeIOAgABmzJjB6tWrWbNmDYsWLcJutxMXF8cDDzzA+++/z8mTJ7n99tuxWq24XC6GDh1Kt27dAPjxxx958cUXsVqtOJ1O2rVrx3333fePx3bs2MF//vMfIPeplGbNmvHYY48BsHz5clatWkV0dDT9+/cHoHXr1p5NBF0uF0uXLmXWrFkFvrYJEybQrVs3unfvzqFDh7j77ruJj48H4L333iM1NdVTfBERERERkfy2b99O7dq1qVKliq9DEXJnshvu2w/A5cxtt+sDlfWQmDeVyBiKiIiIGMBnBYz69euzcOHCfO9FR0fTtWtXz+tevXrRq1cvAM/G3YW59tprufbaa4t9rFu3bp4iyN/17duXvn37Fhm/1Wrlm2++KfTY9OnTPe2wsDBP8QJgyJAhRfYpIiIiIiIwYMAAnnrqKfr06QPA0KFDue+++2jfvr2PIyt/bDYbLVu2NPYmR5Lhl9W57YqVoX3Rf4dJ8ZXIGIqIiIgYxOrrAERERERERPKqVKkSp0+f9rz+4YcfOHz4sA8jEkN98wG4XbntDv3AHujbeERERESk1PDZDAwREREREZHCREdH8/bbb2O1Wj3LSG3ZsoWKFSue87qiZl5LKXb4AGz5NrdtD4S2vX0bj4iIiIiUKipgiIiIiIhIqTJhwgRGjx7NhAkTgNzNwd955x3eeeedIq+xWCxs27atpEIsN5xOJz///DMArVq18v4G0GsW55l90R8qlZ9N70uK4WMoIiIiYiAVMEREREREpFRp3rw5q1atYt++fRw5coTbb7+de++9lw4dOvg6tHIpPT3dmI6PHoLNf82+qBQIV15vzH3EuDEUERERMZgKGCYVUV3rwpZ2GiMRERGRC+fn50f9+vWpX78+AwYMoGvXrrRo0cLXYZU7VquVyy67zNP2qu8+PDv7ol1vqGj3bv8CGDyGIiIiIgZTAcOk4ga08nUIch6cLjc2q8XXYYiIiIiY2owZM/K9PrPBd6VKlXwRTrlisVgICQnxfscnjsAvX+W2/e3Q9gbv30MAA8dQREREpASogGFCWVlZOBwO7HY9oeRtDoeDvXv3EhUV5ZX8qnghIiIi4h0HDx7kpZde4ptvvuHo0aMAXHLJJXTp0oX777+f2rVr+zhCKZZ18eDMyW1fcV3uBt4iIiIiIn+jAoZJud1uX4dQJrndbhwOh/IrIiIiUors2bOHW265hZMnT9KhQwcaNGgAQEJCAvHx8axevZoFCxZQv359H0da9rjdbv78808AQkJCsFi88IDOqRPw46rctp8/tO978X1KkQwZQxEREZESogKGiIiIiIiUas8++yxWq5WlS5cSHR2d79jOnTsZNmwYzz77LK+88ophMSxdupT//ve/7Nmzh8qVK9O8eXNefvllzzJWX331Fc8//zx79+6lVq1a3H333QwcONCweEqKy+Viy5YtAHTq1AmbzXbxna7/GLIzc9ute0Bg8MX3KUUyZAxFRERESogKGCIiIiIiUqpt3LiR//u//ytQvABo3Lgxt956K/PmzTPs/q+99hpz5szh3nvvpWXLlhw9epTvv/8ep9MJwKZNm7j//vu58cYbefTRR1m/fj0TJkwgICCA6667zrC4SkqVKlW811l2Jmxakdu2+sFV/b3XtxTJq2MoIiIiUoJUwDApTfs1hsViwW63K78iIiIipUhOTs45N+y22+3k5OQYcu+EhARefvllXn31Vbp06eJ5v2fPnp72a6+9xmWXXcbUqVMBaNeuHUlJSbz44oumL2DYbDYuv/xy73X42zpwpOe2YzpA1ere61sK5fUxFBERESlBVl8HIMXn7++vDbwNYrfbadas2QXl1+nSvhkiIiIiRmjatCmLFi3i5MmTBY6lp6ezePFimjVrZsi9P/zwQ+rUqZOveJFXVlYWGzZsKFCouP7669mzZw/79+83JC7TOjP7AuCKXr6LQ0RERERMQTMwTGrm0p9JOpzu6zDkLxHVA4kb0MrXYYiIiIiUSaNGjWLEiBH06tWL2NhY6tWrB8DevXtZunQpx44dY+LEiYbc+9dff6Vx48a8+uqrvPvuu5w8eZJLL72U8ePH06JFC/bt20d2dnaBDcTzbjRep04dQ2IznYN7YP/O3HZYPYgouCSYiIiIiEheKmCYVNLhdHannPB1GCIiIiIihmvfvj2zZ8/mqaeeYvbs2fmONW3alKeffpp27doZcu+0tDS2bt3Kzp07mTRpEna7nddff50777yTVatWcfz4cQCCgoLyXXfm9ZnjF8PhcFx0HxfK6XTy22+/ARATE3NRG0D7r//E8wdoVotu5Pjg6zqTS1/mtKR5cwyLUh7zajTl1BjKq/cpp8ZQXr1POTWG2+02fCl+FTBERERERKTU69ChAx999BFpaWkcPHgQgFq1ahEaGmrofd1uNxkZGbzwwgs0adIEgBYtWtCtWzf+97//0bFjR0PvD5CYmGj4PYricrlISEgAcvdSsFovbBViW/Zpmv+2FgCnnz+/2arj2rbNa3EWly9zWtK8NYbnozzltaQop8ZQXr1POTWG8up9yqn3+fv7G9q/ChgiIiIiImIaoaGhhhct8goKCiI4ONhTvAAIDg6mWbNm7N69mxtuuAGgwP4cJ07kzpauWrXqRcdQr149n+2B53a7qVmzJgAhISEX/ISd348rsDmzAXA170J08xZei7E4HA4HiYmJPs1pSfPWGJ5Lecyr0ZRTYyiv3qecGkN59T7l1Bi7du0y/B4qYIiIiIiIiBShYcOG7Nu3r9BjmZmZ1K1blwoVKpCQkECnTp08x8488f73vTEuhN1up3Llyhfdz4UKCAi4uA7cbvj1K8/LCu17U8GHXw/4Pqcl7aLH8DyVt7yWBOXUGMqr9ymnxlBevU859S6jl48CMG7uqIiIiIiIiMl17dqVY8eOsS3PckdHjx7lt99+IyYmBn9/f9q2bcvKlSvzXbd8+XIaNGigDbwBEn+Dwwdy25HNoEZd38YjIiIiIqZRamdgJCYmEhcXx9GjRwkMDGTmzJk0atSo2P1kZWUxatQoDh48SJs2bWjevDnTp0/3/CERFBTEu+++C8Cnn37K7NmzcTqdAMTGxnLnnXd6+nr00Uf55ZdfiIqKYvz48YwfP57ff/+dOnXqEB8f74WvWkRERERESpNrrrmG5s2b8+9//5sxY8ZQsWJFZs+ejb+/P7fccgsA9913H0OHDmXy5Mn06tWLDRs28Mknn/Cf//zHx9FfPLfb7dmIvGrVqhf2lN1Pn59tt7nOS5HJ+fLKGIqIiIj4SKktYEycOJFBgwYRGxvLihUriIuLY8mSJcXuZ9u2bSQmJnqeiPrwww9p27Ytr776aoFza9asyZtvvkloaCgnT54kNjaWmJgY2rZty+HDh1m+fDk//vgjNpuNY8eOMXr0aNLT08vEHyYiIiIiIlKQ1Wpl9uzZzJgxg4kTJ5KdnU2bNm2YP3++Zy+ONm3a8NJLL/H888+zePFiatWqxbRp0+jVq5ePo794LpeLX375BYBOnTphs9mK10HGCfh9XW7bXgWatvNugPKPLnoMRURERHyoVBYwjhw5wtatW3nrrbcA6NmzJ0888QQJCQkMGzaM+fPnExERwdy5c1m3bh1z5szh1KlTzJw5k19//RWr1UpMTAzDhw/n4Ycf5tChQ/Tr14//+7//O+d9L7/8ck+7SpUq1K9fnwMHDnDixAmGDh1KZmYmsbGx3HDDDdx99920adOGDRs2GJoLERERERHxrZCQEJ5++ulzntO9e3e6d+9eQhGVrItaJ/rXr8GZk9tu2RX8KnglJikerfUtIiIiZlUqCxjJycmEhobi55cbnsViITw8nEOHDjF27FhGjx7NuHHjmD9/PosXL8ZqtfLkk09SsWJFli1bhtVq5c8//yQkJIRp06bx5JNPepZ4+vDDD/nxxx/p168fdrudO+64o9Ano3bv3s0vv/zClClTCAoKYvbs2fTv319LRck5ORwO3G63r8Mo1RwOR75/xfuUY+Mpx8ZSfo2nHBuvvObY7XaXyPI0P/zwAx9//DGHDh2ievXqXH/99XTs2NHw+5ZHNpuNK6+88sIudrvhxzzLR7Xu4Z2gpFguagxFREREfKxUFjDOpXfv3mzYsIHhw4czb948QkJCAFi9ejWLFi3Cas3dl/zM+3939dVX06tXL+x2O3v27OHOO+8kPDycli1bes5JSUlh5MiRTJ48mZo1axr+NUnZsXfv3nL3QcWFSkxM9HUIZZ5ybDzl2FjKr/GUY+OVxxz7+/sb2v/777/PrFmz6NmzJ02aNGHPnj3cc889PPTQQ/n2r5NSYN82OLw/t123GYRqQ3MRERERKZ5SWcAIDw8nLS2NnJwc/Pz8cLvdJCcnU6tWLXJycti1axfBwcGkpqYWu++8hY0GDRrQpUsXfvrpJ08B49ChQwwbNoz77ruvTKxZKyUrKipKMzD+gcPhIDExkXr16mG3230dTpmkHBtPOTaW8ms85dh45TXHu3fv9lpf6enpBAYGFnj/v//9L88++yzdunXzvPfcc88xb948FTBKm7ybd1+u2RciIiIiUnylsoBRrVo1YmJiWLZsGbGxsaxcuZKwsDAiIyOZNWsWUVFRzJo1i6FDhxITE0NkZCTdunVj7ty5TJw4Md8SUn936NAhwsLCADh8+DDr16/3FCpSU1MZNmwYI0aMYMCAASX6NUvZUJ4+oLhYdrtda/EaTDk2nnJsLOXXeMqx8cpbjr25fNS1117LmDFjuOmmm87rviWxdFV55HQ62bp1KwCXXnrp+W8A7UiH3/7avLtSIDRrb1CE8k8ueAxFRERESgGrrwMoypQpU1i4cCE9e/Zk9uzZzJgxg9WrV7NmzRomTpxIZGQkcXFxPPDAA2RmZvLoo4+SlZVFnz596NevH88991yh/c6fP58bbrjBs6n3HXfcQfv2ub9Mv/jiiyQnJ/POO+/Qr18/+vXrx5IlSwrtx+Fw0LlzZ0aPHs2ePXvo3Lkzzz77LIBn0/Az3nvvPV544QXP6xEjRrBlyxZvpUpEREREpMyZPHkyb7zxBrGxsfz444+e92+//XYeeughxo8fz3/+8x/+/e9/M2fOHG677TYfRlu2HT16lKNHjxbvos3fQE5WbrtFF6hQ0fuByXm7oDEUERERKQVK5QwMgPr167Nw4cJ870VHR9O1a1fP6169enlmT1SsWJEnn3yyQD9t27bNt/H2gw8+yIMPPljoPadNm8a0adMKPVanTh02bdrkeW232/n2228LPTcsLCzfPYcMGZLv+Jw5cwq9TkREREREcl177bVcffXVvPnmm9x1111cffXVjBs3jltuuYV69erx6aef8vvvv1O9enVeffVVrr76al+HXCZZrVaaNm3qaZ+3zd+cbWvzbp+64DEUERERKQVKbQFDRERERETKN39/f0aOHMnAgQN56qmn6NWrF3feeScjRoygQ4cOvg6vXLBYLJ4leM/bnylwYFduu2YUhEV6PzA5bxc0hiIiIiKlhB6/EBERERGRUi0sLIxnn32WuXPn8vXXX3PdddfxySef+DosKcpva8+2L+3ouzhERERExPQ0A0NEREREREqlgwcP8t133+FwOGjRogWtW7dm8eLFLF68mJkzZ/K///2Pxx57jEsvvdTXoZZZbrebkydPAlClSpXz2yx963dn2zEqYPjaBY2hiIiISCmhGRgiIiIiIlLqrF69ml69ejF79mzi4+O55ZZbmDVrFhaLhZtuuokVK1bQqlUrbrnlFsaPH8+RI0d8HXKZ5HK5+Omnn/jpp59wuVz/fEFaEhxKzG3XbgyX1DA0PvlnxR5DERERkVJEBQwRERERESl1nnnmGXr27MkXX3zBhx9+yMyZM5k3bx6HDh0CIDAwkHHjxhEfH8+RI0e49tprfRxx2VWpUiUqVap0fidv1fJRpVGxxlBERESkFNESUiYVUT3Q1yFIHhoPEREREe9KSUnh9ttv97xu3bo1brebQ4cO5duQOCoqitmzZ/PNN9/4Iswyz2az0a5du/M72e3Os3yUBWK00XppUKwxFBERESllVMAwqbgBrXwdgvyN0+XGZtV6siIiIiLecPnll/Puu+/SqFEjgoKCeP3116latSqNGjUq9PwuXbqUcIRSQEoiHDmQ245sBkHVfBqOiIiIiJiflpAyoaysLBwOh6/DKJMcDge///77BeVXxQsRERER73niiScIDQ3ltttuo0+fPmzZsoUXXngBu93u69CkKFvXnG1r+SgRERER8QLNwDApt9vt6xDKJLfbjcPhUH5FREREfCwsLIx58+aRmZlJZmYmQUFBvg6pXHK5XPz+++8ANGvWDKu1iGfg3G747a/9LyxWaKoli0qL8x5DERERkVJIBQwRERERESm1KlasSMWKFX0dRrnldrs5fPiwp12kg7vhWGpuO6o5BAYbH5ycl/MeQxEREZFSSAUMk7JYtFyRESwWC3a7XfkVERERESH39+PGjRt72kX6/fuzbW3eXaqc9xiKiIiIlEIqYJiQv7+/1v41iN1up1mzZsW+Tht4i4iIiEhZZLVaqVWr1rlPcrvPFjAsVmjS1vjA5Lyd1xiKiIiIlFIqYJjUzKU/k3Q43ddhCBBRPZC4Aa18HYaIiIiIiG8cSoSjKbntyGYQUNWn4YiIiIhI2aEChkklHU5nd8oJX4chIiIiIiJlmNvtJiMjA4DKlSsXvgRR3uWjmmn5qNLmvMZQREREpJSy+joAERERERERKZ1cLhcbN25k48aNuFyuwk/yFDAs0FTLR5U25zWGIiIiIqWUChgiIiIiIlLqpaenM3v2bIYPH07//v3ZvHkzAMeOHePtt9/mjz/+8HGEZVeFChWoUKFC4QdTk+Dw/tx23SZQJaTkApPzds4xFBERESnFtISUiIiIiIiUaikpKdx2222kpKQQGRlJQkICp06dAiA4OJj333+fAwcO8Nhjj/k40rLHZrNx1VVXFX3CtrzLR7U3PiAptn8cQxEREZFSTAUMEREREREp1Z566ilOnTrFRx99REhICB065N9n4ZprruHrr7/2TXDlXd79L5qqgCEiIiIi3uWzAkZiYiJxcXEcPXqUwMBAZs6cSaNGjYo8//vvv+fZZ58lIyMDi8VCly5dePjhh7Fac1fBevPNN/noo49wuVxERUUxY8YMgoKCAIiOjqZx48aecx9//HHatGkDwPHjx5k6dSpbt27Fz8+Prl278vDDD7Njxw7Gjh3ruf/JkydJT0/nhx9+8PS5ceNGzz1ERERERMQYa9eu5Y477qBhw4YcPXq0wPGIiAiSk5N9EFk5d+QgHErMbdduDFWr+zQcERERESl7fFbAmDhxIoMGDSI2NpYVK1YQFxfHkiVLijy/atWq/Oc//yEiIoLMzEyGDRvGRx99RGxsLGvXruXDDz/kgw8+IDAwkFdffZX//Oc/TJo0yXP9/PnzCy02PProo7Ru3Zpnn30WgLS0NCC3QBEfH+85b+rUqVgsFm99+SIiIiIicp5Onz5NSEjReyucWU5KvM/lcrF9+3YAmjRp4nkoDIDtG862tXxUqXXOMRQREREp5Xzym8uRI0fYunUrffv2BaBnz56kpKSQkJBA586dSUpKAmDu3LkMHz4cl8tFs2bNiIiIAKBixYo0bdqUAwcOALB9+3Yuv/xyAgMDAejSpUu+4kNR/vjjD7Zu3cr//d//ed4LDQ0tcF5mZiYff/wxN954Y773586dS//+/enZsyfLli27gEyIiIiIiMg/adCgARs3bizy+BdffEGzZs1KMKLyw+12k5qaSmpqKm63O//BPb+ebUdfUbKByXk75xiKiIiIlHI+mYGRnJxMaGgofn65t7dYLISHh3Po0CHGjh3L6NGjGTduHPPnz2fx4sUFnhBJS0tj5cqVvP766wDExMSwYMEC0tLSqF69Oh9//DGnTp3i2LFjBAcHAzBs2DBycnJo3749o0ePpnLlyuzevZuaNWsyefJktm7dSnBwMA8//HCBP35WrVpFREQETZs2zfe+xWLho48+IikpiYEDB9K6dWvq1KljUNaktHM4HPqD4Dw4HI58/4r3KcfGU46NpfwaTzk2XnnNsdvtNmTW8h133EFcXBzR0dH06tXLc68//viDl19+mV9++YWXXnrJ6/eV3L95GjZs6Gl7ZGfCH7/ntquGQrVaPohOzkeRYygiIiJiAqVuE+/evXuzYcMGhg8fzrx58wpMFU9PT+fee+/lrrvuonnz5gC0a9eOO++8k3vuuQebzUaPHj0APAWS1atXU6tWLTIyMpg0aRJPPfUUkydPxul0snnzZsaMGcPUqVP55ptvuOeee/jqq6+oUKGC556LFy9m4MCBBWK96aabgNw1d9u0acOmTZtUwCjH9u7dW+4+pLgYiYmJvg6hzFOOjaccG0v5NZ5ybLzymGN/f3+v99mvXz8OHjzICy+8wPPPPw/AXXfdhdvtxmq1MmbMGK655hqv31fAarUW/jfOvm3gzM5t128B+mC81CpyDEVERERMwCcFjPDwcNLS0sjJycHPzw+3201ycjK1atUiJyeHXbt2ERwcTGpqar7r0tPTueuuu+jevXu+ZZ8Abr31Vm699VYAfvnlF2rWrOlZUqpWrdyngSpXrswtt9zCxIkTPXGEhYXRrl07IHfpqezsbA4ePEhkZCQASUlJ/Prrr3qiS/5RVFSUZmCcB4fDQWJiIvXq1cNut/s6nDJJOTaecmws5dd4yrHxymuOd+/ebVjf9913H/369WPVqlX88ccfuFwu6taty7XXXutZalZKUN7loxq08F0cIiIiIlKm+aSAUa1aNWJiYli2bBmxsbGsXLmSsLAwIiMjmTVrFlFRUcyaNYuhQ4cSExNDZGQkp06d4q677qJjx46MHDmyQJ+pqanUqFEDh8PBiy++yF133QXA8ePH8ff3x26343K5WL58uWcpqEsvvZTAwEC2b99OkyZN2Lx5M263m/DwcE+/S5Ys4Zprril0A/APP/yQUaNGsX//fn788UceffRRgzImZlCePpzwBrvdTuXKlX0dRpmmHBtPOTaW8ms85dh45S3HRi9PU6tWLYYNG2boPSQ/t9tNZmYmkLsXoWeME/IUMKIu80Fkcr6KHEMRERERE/DZElJTpkxh/PjxvPHGGwQEBDBjxgxWr17NmjVrWLRoEXa7nbi4OB544AHef/993nnnHbZs2YLD4eDzzz8H4LrrruO+++4D8Gz2nZ2dTd++fbntttsASEhIYOLEiVgsFpxOJ82aNWPChAlA7h9YM2fO5PHHH+f06dP4+/vz0ksveaa9u1wuli5dyqxZswr9GpxOJ/3798fhcDBhwgTPtNwJEybQrVs3unfvzqFDh7j77rs9m4q/9957pKamMnr0aOOSKyIiIiJShtx444307t2b6667jpo1a/o6nHLF5XKxfv16ADp16oTNZoNTxyFlb+4JNetDQMGHvaT0KHQMRUREREzCZwWM+vXrs3DhwnzvRUdH07VrV8/rXr16eTbpu++++zzFisJ8/PHHhb7fqlWrIo9B7iyMRYsWFXrMarXyzTffFHpsx44dADzwwAMFjk2fPt3TDgsL8xQvAIYMGVJkLCIiIiIiUpDNZmPmzJk89dRTtGjRghtuuIGePXsSGhrq69DKBavVmv+NhM1n21o+yhQKjKGIiIiISZS6TbxFRERERETyWrhwIQcPHmT58uV89tlnTJs2jRkzZnD55Zdzww030KNHD0JCQnwdZplks9no3Llz/jfzLh9VXwWM0q7QMRQRERExCT2GISIiIiIipV6tWrW46667WLJkCZ9//jn//ve/OXHiBJMmTaJz584MHz7c1yGWD2732Q28/fyhblPfxiMiIiIiZZoKGCIiIiIiYioRERHcc889LF26lKlTp1KxYkXWrVvn67DKhyMH4cTh3HbdplDB37fxiIiIiEiZpiWkRERERETEVH755Rc+++wzVqxYQWpqKpUrV6Z3796+DqtMcrlc7Nq1C4BGjRph1fJRplNgDLUfhoiIiJiIChgiIiIiIlLqbd26leXLl7NixQqSk5OpVKkSV199Nddffz1dunTB318zAYzgdrtJTk4GoGHDhmeXjwJt4G0SBcZQRERExERUwDCpiOqBvg5B/qKxEBERETHWNddcw4EDB6hQoQKdO3fm4YcfpmvXrtjtdl+HVuZZLBaioqJy2y4XJG7NPVA5CMLq+S4wOW/5xtBi8XE0IiIiIsWjAoZJxQ1o5esQJA+ny43Nqj8GRERERIzQsGFDRo0aRffu3QkM1MMjJclqtRIZGZn7Yt92yMzIbde/DLQUkSnkG0MRERERk1EBw4SysrJwOBx64swADoeDvXv3EhUVVaz8qnghIiIiYpzXX3/d1yEIgPa/EBEREZESpgKGSbndbl+HUCa53W4cDofyKyIiIuJDBw8eBKBWrVr5Xv+TM+eL97jdbrKzswGosOdXPI/tqIBhGvnGsEIFLSMlIiIipqIChoiIiIiIlCrdunXDYrHw66+/4u/v73n9T7Zt21YC0ZUvLpeLdevWQU42nfbvwgZQrRYEh/o6NDlPnjEEOnXqhM1m83FEIiIiIudPBQyT0lMzxrBYLNjtduVXRERExIeefPJJLBYLFSpUyPdafOhYKriduW3NvhARERGREqIChgn5+/tr/wuD2O12mjVrVqxrtIG3iIiIiHfFxsae87WUHJvNxtVXXw3L3wT+Wma1gQoYZuIZQxERERETUgHDpGYu/Zmkw+m+DqPci6geSNyAVr4OQ0RERKRMGz9+PIMHD6ZFi8I/ON+8eTPvvfceM2bMKOHIypGEX3L/tVih3qU+DUVEREREyg8VMEwq6XA6u1NO+DoMERERERHDLV26lA4dOhRZwNi/fz8fffSRChhGOX4YDh/IbdduBJUCfBuPiIiIiJQbKmCIiIiIiIippaamUqlSJV+HUSa5XC4S1n8NVKE+J7Fq+SjTcblcJCQkAFC/fn2sVquPIxIRERE5fypgiIiIiIhIqfPFF1/w5Zdfel5/8MEHrFu3rsB5J0+eZN26dVx6qZY1MoLb7Wb/nl1AAFGkawNvE3K73ezfvx+AqKgoH0cjIiIiUjwqYIiIiIiISKmzZ88eVqxYAYDFYuHXX39l69at+c6xWCxUrlyZK664gri4OF+EWeZZ3G7qnvgDOIWlQiWo09jXIUkxWSwW6tat62mLiIiImIkKGCIiIiIiUurcc8893HPPPQA0adKE6dOn06dPHx9HVf5YDydR//Sh3BdRV4BNf0KajdVqpX79+r4OQ0REROSC+HTxy8TERAYPHkzPnj0ZOHAgu3btOuf5GzZs4LLLLqNfv36e/06fPu05vmjRIq699lquueYaHnvsMbKzs/Nd73a7GTp0KG3atPG8d+rUKYYPH07btm3zvf9P9u/fz+23387ll19Ov379zvs6EREREREpnu3bt6t44SsJm8+261/muzhEREREpFzyaQFj4sSJDBo0iJUrVzJixIjzmvYdFRVFfHy8578zm/UlJSXxwgsvMH/+fD7//HMOHz7MBx98kO/aefPmeabOnlGhQgXuuusu5s2bV6zYAwMDGT16NM8++2yxrhMRERERETEL9+5fcGLBiQW3Chim5Ha7cTqdOJ1O3G63r8MRERERKRafzf89cuQIW7du5a233gKgZ8+ePPHEEyQkJDBs2DDmz59PREQEc+fOZd26dcyZM+ec/a1cuZJu3boRGhoKwJAhQ3j99de59dZbAdi1axdffPEFM2bM8KylC+Dv70/79u09m5rllZaWxoMPPsipU6fIzMykbdu2PPbYY1itVoKDg2nTpg0bNmzwVkpERERERKQI33zzDfPmzeP333/n5MmThX4Qu23bNh9EZqy8Hz7/ncViwWo9+0xaYefkZbPZindudhauP37nG8LA307HqmHYCrmu2P0afK7L5Sryg/q/93OucyF3+aUz+0aY9Vyn08l3330HQMeOHT258mYMTqcTl8vlKZKcOdftduNyuYrsN+//wzo3/7l5c5r3/9vifN8b/jPCpOcWltdznVtavpdL67l/L44Wp9/S9D1X2s7N+zPA5XJdUL9n+vHGuVD6vpeLe25RP1f/fu4//T+snxEFzzWazwoYycnJhIaG4ueXG4LFYiE8PJxDhw4xduxYRo8ezbhx45g/fz6LFy/2fEPt27ePAQMGYLVaiY2N9RQokpOTqV27tqf/2rVrk5ycDEB2djaPP/4406dPz/eN+U+CgoJ4/fXXCQgIwOl0MnLkSD777DNuuOEGb6VBygiHw6Gnmc6Tw+HI9694n3JsPOXYWMqv8ZRj45XXHOf94NKbVq5cyQMPPEDDhg25/vrree+99+jduzdut5uvvvqKyMhIrrnmGq/ftzTIzs5m/fr1VKhQocCxkJAQLrvs7KyItWvXFvmhRnBwMC1btvS8Xr9+fYEld8+oUqUKl19+OSRtB2c2B6lMjv8lfLd2bYG/pypXrsyVV17pef3jjz+SkZFRaL+VKlWiXbt2nte//PILJ0+eLPTcChUqcNVVV3leb9myhWPHjhV6rtVqpXPnzp7XW7du5c8//yz03OzsbEJCQjyvt23bRlpaWqHnAnTq1MnzQcXOnTtJSUkp8twOHTrg7+8PwO7duzl48GCR57Zr186zmsDevXtJSkoq8twrrriCgIAAIPfv4cTExCLPbd26NUFBQUDusscJCQm4XC727dsHwHfffecZw5YtWxIcHAzk/j19riWdmzdvTrVq1QBITU1l+/bt+Y5nZ2eTlpbGsWPHaNGiBTVq1AByHwr8/fffi+y3SZMm1KxZE4A///yTLVu2FHluo0aNPH/zHz9+nF9++aXIc+vXr+9ZfeHkyZP89NNPRZ5br1496tWrB0BGRgYbN24s8tyIiAgaNGgAQGZmJuvXry/y3Fq1atG4ce6m99nZ2axbt67Ic2vWrEmTJk2A3A+M1qxZky+neb//Q0NDiYmJ8bxes2ZNkf0a/jPiLxs3bsy3vHdepfFnxMGDBwvkNa+rr77a0y4PPyOKcr4/I7Kzsz1fFxT+MyKvZs2a6WcE//wzIu/PgIiIiAI/I4qinxG5CvsZkZaWVujP1eL8HgH6GXFG3p8RRiuVO7D17t2bDRs2MHz4cObNm+f5BTMmJoZvv/2WKlWqkJKSwogRI7jkkku4/vrrz9nfyy+/TI8ePWjQoEGhMy2K4nK5eOaZZ/jxxx9xu938+eefNGrUSAUMKWDv3r3l7gOKi3WuH5jiHcqx8ZRjYym/xlOOjVcec5z3QwxveeONN7jssstYsGABx48f57333mPgwIGemdQ333wzderU8fp9y72EX7Hipj4nOV2neYk9ZSfeZbFYPB/UaQxFRETEbCxuHz02fuTIEXr06MEPP/yAn58fbrebjh07smDBAmrXrs1tt93G/v37efTRR4ssULzxxhukpqby+OOP8+abb7Jv3z6mTp0K5E4xf/3113nvvfe45ZZbSE5OxmKxkJOTQ2pqKrVq1WLx4sWe4sj+/fvp378/mzZt8vT/6quvsn37dp5++mkqVqzIjBkzcLlcTJgwwXPOhg0bePLJJ4mPjzcwW2edqTa/vv4Yu1NOlMg9pWgNawbxyohOmoFRDA6Hg8TEROrVq4fdbvd1OGWScmw85dhYyq/xlGPjldcc7969G4vFQvPmzb3ab4sWLXjwwQe54447OHHiBFdeeSVz5syhU6dOQO4DS5999hmffvqpV+/ra1u2bCEzM5Po6GgqV65c4LjhSz/MfgQO7sYJMOZNCAz2Tr8Gn3uuJQ8yMjLYuXMnTZs2pXLlyqVi2YWycG5GRgbbt2+nSZMmBAYGankYL5ybN6d5v/+1PMzFnZuRkcFvv/1WIK9F9Vtav+dK07kZGRns2LGDZs2aFfvnamn6nitt5+b9GRAQEKAlpLxwblE/V/9+rpaQKt65mzdvNuT3/7x8NgOjWrVqxMTEsGzZMmJjY1m5ciVhYWFERkYya9YsoqKimDVrFkOHDiUmJobIyEhSU1OpXr06VquV9PR0Vq9ezY033gjk7qExZMgQRo0aRfXq1Xnvvfc8MyUWLFjgue+ZQsVXX331jzGeOHGC0NBQKlasSFpaGitWrODaa681JiFiauXpgwlvsdvtRf7CKN6hHBtPOTaW8ms85dh45S3HRj3dXalSJc9U/6CgIPz9/fNN169evXqxZlqbicViwWaz5ftjuSjnc855n5txAg7uyT03rB5Ureadfkvg3HMtG/z3foqzxLDOLfpcm82G1WrFZrPl+zlw5v/f86Fz85+bN6fnurY0fM+Z7dzzyWvec4vTb3k89+/f98XptzR9z5W2c/P+DMib0+L0e6YfnUuxfq6W9u+50niu0XwayZQpU1i4cCE9e/Zk9uzZzJgxg9WrV7NmzRomTpxIZGQkcXFxPPDAA2RmZrJq1Sr69OlD3759ufnmm7nqqqsYOHAgkLvO3L///W+GDBlCjx49CAkJ4eabbz6vOPr06cPgwYNJT0+nc+fOPPLIIwAMHTqUX3/9lRtuuIGxY8fSoUMHzzUOh4POnTszevRo9uzZQ+fOnXn22WcBOHToEP369fOc+9577/HCCy94Xo8YMeKc6/aJiIiIiMhZUVFR7Nmzx/O6adOmxMfHk5OTQ2ZmJp988gnh4eE+jLAM2rsFcOMCEqo19uylIN730ksvMXLkSMP6d7lcJCQkaAxFRETElHy6B0b9+vVZuHBhvveio6Pp2rWr53WvXr3o1asXALfddhu33XZbkf0NGjSIQYMGnfOederUybdMFMDHH39c6LlnlpkqjN1u59tvvy30WFhYWL4lpYYMGZLv+Jw5c84Zo4iIiIiInNWjRw/effddxo0bh7+/P/feey8jR47kiiuuAHIfLnryySd9HGUZs+dXANxY2OcXDPv2ERkZedHdxsXF8cknn+TbPPOtt96iVatWQO6mpTNmzODjjz/GYrHQp08fxo8fj59f7p+u8+bN44033iAwMJAnn3zS8//AiRMnGDJkCO+++26+TbqLY//+/XTv3p2NGzd6NrAsbbKysnj44YfZunUrBw4c4JVXXimwgf2PP/7IlClT+OOPP6hXrx4TJ070bHLqjTEUERERKUmlZy6IiIiIiIhIIYYPH87XX3/t2SC8a9euvPvuu9x0000MHjyYefPmERsb6+MoyxC3GxJyCxgWq406TVtSp04dry0RNmTIEH7++WfPf2eKFwCvvfYaP/74I59++imffPIJmzZt4vXXXwcgLS2N1157jfj4eOLi4jz7HwI888wz3HnnnRdcvLhQ2dnZJXo/gNatW/PUU09Rs2bNAseOHTvGvffey2233cbGjRu59dZbue+++wgODvbqGIqIiIiUFBUwRERERETEdNq0acOjjz7KuHHjaNeuna/DKVuOpsCxVACsdZvQsGlTGjZsWCJrIS9ZsoT77ruPGjVqUKNGDe69916WLFkCwMGDB6lXrx41atSgY8eO7Nu3D8idcZCYmOhZXvhc3n33XcaMGcNVV13FNddcw//+9z/PsZtuugmALl260KpVK5YtW1bg+g0bNtCmTRsWLFjA1VdfzeDBgwF4+OGH6dixI61btyY2Npb169d7rvnwww/p168fr7zyCu3bt6dDhw7MmzevyBj/85//0LdvX1JTUwsc8/f3Z9iwYbRp06bQ9bs///xzwsLCGDRoEP7+/gwaNIjQ0FD27NlTYmMoIiIi4k0+XUJKRERERERESpm/lo8CoEFLr3cfHx9PfHw8oaGhDBw4kGHDhmG1Wjl+/DgpKSk0bdrUc27Tpk05ePAgJ0+eJDIykv3795OSksLvv/9O48aNyc7OZvr06Z79CP9JeHg4jz32GFdddRVbtmzh7rvvpmnTplx++eUsWrSI7t27880335xzCalTp06xfft2PvvsM8977du3Z9KkSVSqVIn//ve/jB49mi+//JLAwEAAdu/eTb9+/fj222/56aefuPPOO+nWrRt169b19JGTk8PEiRNJSkpi/vz5VKlSpbipZceOHTRp0iTfe02aNGHHjh3F7ktERESkNFABQ0RERERESpVu3boVe6kbi8XCF198YVBE5UzC5rPt+i282vXtt9/O2LFjqVq1Klu2bOGBBx7AarUybNgwMjIyAPJ9cH+mkHDq1Clq1qzJY489xsiRIwkMDGTatGnMmTOH7t27k5OTw1133UVmZiZDhw6lR48ehd7/mmuuYdu2bVgsFtq1a0fHjh354YcfuPzyy8/7a3C5XDz88MPY7XbPe3lnf9x111288cYb7Nixw9PvJZdcwp133glA27ZtqV27Ntu2bfMUME6fPs3999+Pv78/c+fO9SyXVlwZGRkFii9BQUGcOnXqgvoTERER8TUVMEREREREpFS58sortVa/r7hckLglt10pEGeNuqz5+msAOnXqVOiyRcURExPjabds2ZIRI0YQHx/PsGHDqFy5MgDp6emevSzObD4dEBAAQK9evejVqxcAiYmJfP755yxcuJDbbruNRx55hMaNG9O3b1+uvPJKqlatWuD+y5cvZ86cOfz555+43W5Onz5NnTp1ivU1BAQE5CsSuFwuXnjhBT777DMOHz6M1WolPT2do0ePes6pVq1avj7sdnu+osK2bdtIT09nyZIlF1y8AKhcuTLHjx/P996JEydwOBx8/fXXXhlDERERkZKkAoZJRVQP9HUIgsZBRERExAgzZ870dQjlV+o+cKTntuvFgNXYD7vz7slQtWpVatasmW9mwrZt2wgPDy90OaXJkyczYcIE/P392b59Oy1atMDf35+aNWvyxx9/cNlll+U7/+DBg0ycOJGxY8cSGxtLUFAQI0eOxO12F4jlfGMG+Pjjj/n444+ZO3cu9erVw2KxcMUVVxQrD61ataJr167ceeedvP322zRq1KhY158RHR3NO++8k++97du306FDhwvqT0RERMTXVMAwqbgBrXwdgvzF6XJjs+oJQREREREpA87MvgCoF4PVavV8+O2NDaCXL19O586dCQgIYOvWrcyZM4dbbrnFczw2NpbXX3+d1q1bA/DGG29w4403Fuhn6dKl1K1blzZt2gAQERHB2rVradasGYmJidSqVavANRkZGbjdbqpWrYrVauWbb75h7dq1DBo0CICQkBCsViv79u3j0ksvPe+vKT09nQoVKnDJJZeQnZ3N7NmzL2jJpptuugmbzcawYcOYO3dugb0szsjKysLtduN2u8nOziYzMxM/Pz9sNhs9evTgqaeeYtGiRfTr14/4+HjS0tK4++67PV+3iIiIiJmogGFCWVlZOByOfGuuinc4HA727t1LVFTUeedXxQsRERERY23cuPG8zivuU+9SiMTfzrbrNcdisVzUkkZ/N3/+fCZOnIjT6aRGjRoMGTLEszcEwMiRIzl27BjXX389AH379uXee+/N18eff/7J3LlzWbBggee9iRMn8uijj5KRkcH9999P9erVC9y7YcOGDB8+nGnTpjF9+nS6d+9Ot27dPMcrVarEv/71L0aMGEF2djaTJk2iT58+//g1DRgwgO+//56uXbsSGBjIHXfcQc2aNYudG8gt4FitVu68807mzp2bb0PzM6677joOHDgAwAMPPADAjBkziI2NJTg4mNdee40pU6bwxBNPUK9ePV5//XVCQ0MvKB4RERERX7O4z8yXFVPYsmULWVlZNG3a1LNGrHhPRkYG27ZtU34NpBwbTzk2nnJsLOXXeMqx8cprjrdsyX16v3nz5l7tt0mTJue1J8a2bdu8el9fK/Hf/V0ueOoOOJ0O9irwyDwoY0/sl9fvTaMpr96nnBpDefU+5dQYyqv3KafG2Lx5MxaLxeu//+elGRgiIiIiIlKq/X1NfwCn08mBAwf44IMPcLlcPPTQQz6IrIw59Edu8QL+2v/CisvlIikpCchdpklLEJmPxlBERETMTAUMkzqfJ9BERERERMqCK6+8sshjsbGx3HLLLfzwww+0b9++BKMqg/Ltf5G7B4Tb7Wbv3r0A1KlTxxdRyUXSGIqIiIiZ6dELE/L399f+F17idGkFNREREREzs1qt3HDDDSxatMjXoZhf4taz7b8KGBaLhfDwcMLDw/UQlUlpDEVERMTMNAPDpGYu/Zmkw+m+DsPUIqoHEjegla/DEBEREZGLdPz4cU6ePOnrMMzN5Ty7gXflIAiNAHILRNHR0T4MTC6WxlBERETMTAUMk0o6nM7ulBO+DkNERERExHAHDx4s9P0TJ06wadMm5s6dS5s2bUo4qjImJREyM3LbkTFlbvNuERERETEnFTBERERERKRU69atW5FL37jdblq2bMmUKVNKOKoyJu/yUVGX+i4OEREREZE8VMAQEREREZFS7cknnyxQwLBYLAQFBVG3bl0aNmzoo8jKkEL2vwBwOp2sXbsWgKuuugqbzVbSkclF0hiKiIiImamAISIiIiIipVpsbKyvQyjbnE744/fcdp79L85wuVw+CEq8SWMoIiIiZqUChoiIiIiISHmWsvfs/hf1LoU8s12sVivt2rXztMV8NIYiIiJiZj4rYCQmJhIXF8fRo0cJDAxk5syZNGrUqMjzXS4Xs2bNYs2aNdhsNoKDg5k2bRqRkZHs37+fHj160LhxY8/5L730EnXr1mXHjh1MnTqVI0eO4OfnR/PmzZk0aRKVKlVi//799O/fn02bNhV6z6VLl/LWW29htVqxWCyMGTOGLl26cPToUYYNG+Y57/Tp0yQlJbFu3TqCg4O9lSIREREREfnLpk2bWLJkCfv37+f48eO43e58xy0WC8uWLfNRdCaXuOVsO6p5vkMWi4VKlSqVcEDiTRpDERERMTOfFTAmTpzIoEGDiI2NZcWKFcTFxbFkyZIiz//qq6/46aefiI+Pp0KFCrz66qs899xzvPDCCwAEBAQQHx9f4LqKFSvy+OOP06RJE5xOJw899BBz5sxh1KhR54zv2LFjPPHEE6xcuZLQ0FA2bdrEqFGj+P7777nkkkvy3Wvu3Lls3LhRxQsREREREQO8/fbbPPXUU1SsWJGoqCiqVq3q65DKlsTfzrbrxfguDhERERGRv/FJAePIkSNs3bqVt956C4CePXvyxBNPkJCQwLBhw5g/fz4RERHMnTuXdevWMWfOHACysrLIzMzEz8+P9PR0atas+Y/3qlevnqdts9lo3rw5u3btynfOrFmz+O6773C5XEyYMIEOHTrgcrlwu92cOnWK0NBQTp48WeT9Fi9ezEMPPXSB2RARERERkXOZO3curVu35vXXX6dKlSq+Dqdsybv/RUAwVK+T77DL5eLgwYMA1KpVS0sQmZDGUERERMzMJwWM5ORkQkND8fPLvb3FYiE8PJxDhw4xduxYRo8ezbhx45g/fz6LFy/GarXSrVs3NmzYQMeOHQkICCAsLIx3333X06fD4WDgwIG4XC66d+/Offfdh81my3ffjIwMFi1alK/YcPLkSerXr8+4ceP45ZdfuO+++/j8888JCQlhypQpDBgwgODgYE6fPs3bb79d4Gv56aefOHHiBFdffbUxyRLDORwOzxIEDocj37/ifcqx8ZRj4ynHxlJ+jaccG6+85tjtdmPJs3+CtzgcDvr06aPihRGS90DWX/+f/m3/C8gd0927dwMQHh5e0tGJF2gMRURExMxK3SbevXv3ZsOGDQwfPpx58+YREhICwNatW9m1axfffvstgYGBPPPMM0yaNIlnnnmGGjVq8O2331KtWjWOHTvGmDFjeOuttxgxYoSn36ysLMaMGUPHjh3p0aOH530/Pz9iY2MBaNmyJTVq1GDbtm00adKEd955h8WLF9OgQQO++uor7r//fpYvX46/v7/n+sWLF9OvXz9PMUbMZ+/evQU+XEhMTPRNMOWIcmw85dh4yrGxlF/jKcfGK485zvu7sre0bduWnTt3er1fARK3nm1HXVrgsMVioUaNGp62mI/GUERERMzMJ5+6h4eHk5aWRk5ODn5+frjdbpKTk6lVqxY5OTns2rWL4OBgUlNTPdd89NFHtGvXjqCgIAAGDBjAnXfeCeT+kVStWjUAgoODGThwIJ988omngJGdnc2YMWMIDQ1lwoQJ/xifxWJh7dq1BAUF0aBBAwC6devGo48+ysGDBz3LUp06dYrPPvuMxYsXey03UvKioqLyzcBITEykXr162O12H0dWNinHxlOOjaccG0v5NZ5ybLzymuMzT3l72+OPP86dd97J3LlzGThwoPae86a8BYx6BQsYVquVZs2alWBA4m0aQxERETEznxQwqlWrRkxMDMuWLSM2NpaVK1cSFhZGZGQks2bNIioqilmzZjF06FBiYmKIjIwkIiKCb775hjvvvBN/f39Wr15N48aNgdw9NYKCgqhQoQJZWVmsWrWKpk2bApCTk8ODDz5I1apVeeKJJwo8cZKTk0N8fDyxsbFs3ryZ1NRUmjRpwh9//MG2bdtIS0sjNDSUn3/+GafTmW/K7fLly2nSpImnyCHmVNiHCna7ncqVK/sgmvJDOTaecmw85dhYyq/xlGPjlbccG/V0d3h4ODfffDNPPfUUzzzzDBUrViywjr/FYuHHH3805P5lljMH/tiW2w68BKrV8m08IiIiIiJ/47N1j6ZMmcL48eN54403CAgIYMaMGaxevZo1a9awaNEi7HY7cXFxPPDAA7z//vvceuut7Nmzx7NcU2hoKFOmTAHgxx9/5MUXX8RqteJ0OmnXrh333XcfkFtkWLVqFdHR0fTv3x+A1q1bM2nSJACqVKnCrl276Nu3L06nk2effZbAwEBiYmK49957ueOOO/Dz88PPz4/nn3+eihUrer6GJUuWcNNNNxX42l544QVq1KjBkCFDAOjXrx+zZ88mLCyML7/8kq+++orp06cbmV4RERERkTLjhRde4PXXXycsLIxLL71Ue2F4y8E9kH06t13I/hciIiIiIr7mswJG/fr1WbhwYb73oqOj6dq1q+d1r1696NWrl+f1tGnTCu3r2muv5dprry30WN++fenbt2+hx+rUqcOmTZuKjPGOO+7gjjvuKPL4+++/X+j7o0ePzvc6Pj7e0+7evTvdu3cvsk8REREREcnv/fffp0uXLrz66qsFZl7IRfiH/S8AnE4n69evB6Bdu3bYbLaSiEy8SGMoIiIiZqadp0VEREREpFTLzs7m6quvVvHC2/5h/4szsrOzSyAYMZLGUERERMxKBQwRERERESnVrr76ajZt2sTgwYN9HUrZkZMN+/7a/6JKNQgJL/Q0q9XKFVdc4WmL+WgMRURExMz024uIiIiIiJRq999/P3v27GHy5Mls3bqVP//8k2PHjhX4T4rh4B7Izsxt14spcv8Li8VCQEAAAQEBhm3SLsbSGIqIiIiZaQaGiIiIiIiUatdddx0A27ZtK7CPXl7btm0rqZDML3HL2XZUc9/FISIiIiJyDipgiIiIiIhIqfavf/1LT4572x+/n21HxhR5msvlIiUlBYCaNWtqCSIT0hiKiIiImamAYVIR1QN9HYLpKYciIiIi5jBq1Chfh1C2OJ2QtD23HXgJhNQs8lS3283OnTsBCAsLK4noxMs0hiIiImJmKmCYVNyAVr4OoUxwutzYrHqaT0RERETKkUOJkHU6tx3ZrMj9LyB3/4Tq1at72mI+GkMRERExMxUwTCgrKwuHw4Hdbvd1KKan4oWIiIhI6ffyyy//4zkWi4V//etfJRBNGbAvz/JRdZue81Sr1cqll15qcEBiJI2hiIiImJkKGCbldrt9HYKIiIiISIk4VwHDYrHgdrtVwCiOP/Jsdl63me/iEBERERH5BypgiIiIiIhIqbZ9+/YC77lcLg4cOMCCBQvYuHEjc+bM8UFkJuR2n52BUbEyhNX1bTwiIiIiIudg9XUAcmG0dqmIiIiIlGdWq5WIiAjGjRtHZGQk06ZN83VI5nDkIJw6ntuOaAJW2zlPdzqdrF+/nvXr1+N0OksgQPE2jaGIiIiYmQoYJuTv76/9Ly6Q06Wlt0RERETKmiuuuIJvvvnG12GYw748y0dFnt/yUadPn+b06dMGBSQlQWMoIiIiZqUlpExq5tKfSTqc7uswTCWieiBxA1r5OgwRERER8bKtW7diterZrPPyx/lv4A25M11at27taYv5aAxFRETEzFTAMKmkw+nsTjnh6zBERERERAz30UcfFfr+iRMn2LRpE6tWreKmm24q2aDM6swMDFsFqN3oH0+3WCwEBQUZHJQYSWMoIiIiZqYChoiIiIiIlGpxcXFFHrvkkku4++67+de//lWCEZnUyT/haEpuu3ZD8Kvg23hERERERP6BChgiIiIiIlKqffnllwXeO/NUeWBgoA8iMqk/8ux/Uff89r9wu92kpqYCUKNGDSwWixGRiYE0hiIiImJmKmCIiIiIiEipVrt2bV+HUDbsy7P/ReQ/738B4HK52LYtt/BRvXp1bDabEZGJgTSGIiIiYmbawUtEREREREqdzMxMJk6cyLvvvnvO89555x0mTZpEdnZ2CUVmYp4NvC0Q0eS8L7vkkku45JJLjIlJSoTGUERERMzKpwWMxMREBg8eTM+ePRk4cCC7du065/n79+/n9ttv5/LLL6dfv37ndY8dO3Zw6623ct1119G7d2/Gjx/P6dOnAcjIyOCmm26ib9++9O3bl+HDh7N///4Cfbz44otER0d7nlrJzMxk5MiR9OzZk759+/J///d//PHHH8X86kVEREREpCgLFy5k6dKlXH311ec87+qrr+bDDz9k0aJFJROYWWVnwqG//mYJi4RKAed1mc1mo0WLFrRo0UJP7puUxlBERETMzKcFjIkTJzJo0CBWrlzJiBEjzrk5H0BgYCCjR4/m2WefPe97VKxYkccff5wVK1YQHx+Pw+Fgzpw5AFSqVIm3336bZcuWsWzZMjp16sT06dPzXb9582a2bNlSYNr6zTffzIoVK1i2bBndu3fnscceO++YRERERETk3D777DOuvfZaIiIiznle3bp1ue666/j0009LKDKTOnwQcOe2a9bzZSQiIiIiIufNZwWMI0eOsHXrVvr27QtAz549SUlJISEhgc6dO5OUlATA3LlzGT58OC6Xi+DgYNq0aYPdbi+0z9mzZ9OnTx/69u3LoEGDcDgc1KtXjyZNcqdH22w2mjdvzoEDBwCwWq2eTf/cbjfp6en5NjRzOBxMnTqVqVOn5rtPxYoV6dKli+fcFi1aePoUEREREZGLt3PnTi6//PLzOrdVq1bs2LHD4IhM7nCemebV6/guDhERERGRYvDZJt7JycmEhobi55cbgsViITw8nEOHDjF27FhGjx7NuHHjmD9/PosXL8ZqPXetZenSpaxatYoFCxZQpUoVjh8/jr+/f75zMjIyWLRoEQ899FC+94cNG8bOnTsJCQlh7ty5nveffvpphgwZQnh4+Dnv/c4779CtW7fifPniQw6HA7fbXeSxvP+K9ynHxlOOjaccG0v5NZ5ybLzymmO3253vgaCLkZ2dTYUKFc7r3AoVKpCVleWV+5ZZaUln26HnX8BwOp38+OOPAFx++eVagsiENIYiIiJiZj4rYJxL79692bBhA8OHD2fevHmEhIT84zWrV69m8ODBVKlSBYCqVavmO56VlcWYMWPo2LEjPXr0yHds3rx5uFwuXnvtNV577TUmT57M2rVrOXjwIBMnTjznfV9//XX27dvHvHnzivdFis/s3bv3Hz9MSExMLJlgyjHl2HjKsfGUY2Mpv8ZTjo1XHnP894eILlSNGjX+cY+8M3bt2kWNGjW8ct8yKy3PDIzQcy/L9XcZGRleDkZKmsZQREREzMpnBYzw8HDS0tLIycnBz88Pt9tNcnIytWrVIicnh127dhEcHExqaupF3ys7O5sxY8YQGhrKhAkTCj3HarUyaNAgrr32WiZPnsz69ev57bffPDMrUlJSGDFiBFOnTvW8N3fuXFatWsW8efOKXNZKSp+oqKhzzsBITEykXr16GlODKMfGU46NpxwbS/k1nnJsvPKa4927d3utrw4dOhAfH88999xDtWrVijzvyJEjxMfH07NnT6/du0w6s4SUzQ+Cw877MqvVSsuWLT1tMR+NoYiIiJiZzwoY1apVIyYmhmXLlhEbG8vKlSsJCwsjMjKSWbNmERUVxaxZsxg6dCgxMTFERkaes79u3brxv//9j549e1KlShVOnDhBQEAAbrebBx98kKpVq/LEE0/km9KelpaGv7+/Z7bG8uXLiY6OBuChhx7Kt9RUt27deOWVV2jatCkAb7/9Np9++ilvv/02QUFB3k6PGOh8PkSw2+1Urly5BKIpv5Rj4ynHxlOOjaX8Gk85Nl55y7G3lo8CGDFiBMuWLeOOO+5g+vTptGjRosA5v/76K4899hiZmZncddddXrv3uZw6dYpevXpx6NAhFi9eTPPmzT3HFi1axJtvvsnBgweJiopizJgxdO3atUTiOidnDhxJzm1XqwXFWELIYrEQHBxsTFxSIjSGIiIiYmY+XUJqypQpjB8/njfeeIOAgABmzJjB6tWrWbNmDYsWLcJutxMXF8cDDzzA+++/j8vlomfPnmRlZZGenk7nzp3p168fDz30EP379yc1NZXBgwdjs9moXLkyb7/9Np9//jmrVq0iOjqa/v37A9C6dWsmTZpEcnIyEydOxOl0AhAREcHTTz/9j3GnpKQwc+ZMIiIiGDp0KJA7VX7RokUAvPDCC9SoUYMhQ4YA0K9fP2bPnk1YWBhffvklX331FdOnTzcgoyIiIiIiZUNERATPP/88Dz74IIMHDyYiIoLGjRsTEBDAqVOn2LVrF/v27aNSpUo899xz1K1bt0TievXVVz1/P+T16aef8vjjj3PvvffSrl07li9fzv3338/8+fM9T7/7zJ8p4MrJbWsDbxERERExEZ8WMOrXr8/ChQvzvRcdHZ3vKaVevXrRq1cvz+tvv/22yP7uvvtu7r777nzv9e3bl759+xZ6/mWXXcZHH310XrF+9dVXnnbNmjXZsWNHkeeOHj063+v4+HhPu3v37nTv3v287ikiIiIiUp5dffXVLFu2jDlz5vD111/zxRdfeI7VqFGDm266iREjRhARUbw9HS7Unj17WLBgAePGjWPSpEn5jr344ovccMMNPPDAAwC0a9eOnTt38sorrzBnzpwSia9Ihy98/wu3282RI0eA3Fn03pxlIyVDYygiIiJmVio38RYREREREQGoU6cOU6ZMASA9PZ1Tp04REBBAYGBgiccybdo0Bg8eTFRUVL73k5KSSExM5JFHHsn3/vXXX89TTz1FVlaW1zY3vyD5NvAu3gwMl8vF1q1bAejUqRO2Yiw/JaWDxlBERETMTDt4iYiIiIiIKQQGBhIWFuaT4sWKFSvYuXMn//rXvwocS0hIAChQ2GjQoAHZ2dkkJSWVSIxFSstz/wtYQiooKEj7/pmcxlBERETMSjMwREREREREzsHhcDBz5kzGjBlTaPHk+PHjAAU+ID7z+szxi7n/xaiUug8r4LZYcFQOhoyMYl3fpEkTADIzMy8qjtLgTC4vNqdmY/QYlte8Gkk5NYby6n3KqTGUV+9TTo3hdrsNX55SBQwREREREZFzeO2116hWrRoDBw70yf0TExMv/GK3m5aHDwCQWTmYbbv2eCcok7uonEqRlFfvU06Nobx6n3JqDOXV+5RT7zN6qVQVMERERERERIpw4MAB3nrrLV555RVOnjwJQMZfMxgyMjI4deoUVatWBeDkyZOEhoZ6rj1x4gSA5/iFqlevHna7/YKutRxPw+bMBsCvZhRNmza9qFjMzuFwkJiYeFE5lYKUV+9TTo2hvHqfcmoM5dX7lFNj7Nq1y/B7qIBhUhHVS37dX7NTzkRERESkuPbv3092djZ33313gWNDhw6lRYsWPPvss0DuXhj169f3HE9ISKBChQpERERcVAx2u53KlStf2MUHDnuafjUj8StmP06nk19++QWAli1blpkNoC8qpyZTkmNYnvJaUpRTYyiv3qecGkN59T7l1LuMXj4KVMAwrbgBrXwdgik5XW5sVuO/sURERESkbGjatCnvvPNOvve2bdvGjBkzmDJlCs2bNyciIoJ69eqxYsUKrrnmGs95y5cvp3379oZPqz+ntP1n26HF38Ab8Mw8EfPSGIqIiIhZqYBhQllZWTgcDk13ugAqXoiIiIhIcQQFBdG2bdtCj8XExBATEwPAqFGjePjhh6lbty5t27Zl+fLlbN68mf/9738lGW5Bh/MUMKoXv4BhtVpp3ry5py3mozEUERERM1MBw6TcbrevQxARERERkb/07t0bh8PBnDlzmD17NlFRUbz88su0auXjmdNpF1fAsFgsVKtWzYsBSUnTGIqIiIiZqYAhIiIiIiJSDG3btmXHjh0F3r/pppu46aabfBBREdzuswWMoGpQSes9i4iIiIi5qIBhUiWxQYqIiIiIiJjYqeNwOj23fQGzLyB35vfRo0cBuOSSS/R3iAlpDEVERMTMtACmCfn7+2v/izycLi2nJSIiIiJSQFrS2fYFbuDtcrnYvHkzmzdvxuVyeSkwKUkaQxERETEzzcAwqZlLfybpcLqvw/C5iOqBxA3w8brCIiIiIiKl0eEDZ9sXOAMDIDAw0AvBiC9pDEVERMSsVMAwqaTD6exOOeHrMEREREREpLQ6lnq2HVLzgrqw2Wy0adPGSwGJL2gMRURExMy0hJSIiIiIiEhZdPzw2XbVUN/FISIiIiJygVTAEBERERERKYuOp51tB1X3XRwiIiIiIhdIS0iJiIiIiIiURWcKGJWDwL/iBXXhdDrZsmULAM2bN8dms3krOikhGkMRERExMxUwREREREREyhpnDpw8mtu+yOWjjh07dvHxiE9pDEVERMSsfFrASExMJC4ujqNHjxIYGMjMmTNp1KhRkef//PPPTJ48GYCcnBwuv/xyHnvsMfz9/QHYsWMH06ZN4/Dh3LVex4wZw7XXXnvOGDZv3syTTz7Jtm3buOqqq3j11VfPK/bDhw8zefJk/vjjD3Jycrj55psZNmzYeV0rIiIiIiJiqJN/gtuV26564ctHWa1WmjVr5mmL+WgMRURExMx8WsCYOHEigwYNIjY2lhUrVhAXF8eSJUuKPL9JkyYsXryYChUq4HK5GDVqFAsWLGDYsGE4HA5GjhzJrFmzaNOmDU6nk+PHj/9jDDVq1ODRRx/l999/59tvvz3v2GfMmEGDBg14+eWXycjIYMiQIbRu3ZrLLrvsvPsQERERERExRN4NvINrXHA3FouFGjUu/HrxPY2hiIiImJnPHr84cuQIW7dupW/fvgD07NmTlJQUEhIS6Ny5M0lJSQDMnTuX4cOH43K5sNvtVKhQAYDs7GxOnz7t6e+TTz6hZcuWtGnTBgCbzUZISIjn+Ny5c7nxxhsZMGAAw4cP58CBAwDUrFmTyy67zDOLI6/vv/+em2++mf79+3PDDTewaNEiz7EdO3bQpUsXACpXrswVV1zBsmXLvJkiERERERGRC3Ms9Wz7ImZgiIiIiIj4ks9mYCQnJxMaGoqfX24IFouF8PBwDh06xNixYxk9ejTjxo1j/vz5LF682DPVdf/+/YwcOZKkpCS6dOnCLbfcAsDu3bvx9/fnnnvuISUlhejoaOLi4ggJCeHjjz9m7969LFy4EJvNxkcffcSUKVOYPXv2OWNs1qwZCxYswGazcezYMQYMGECnTp2oWbMmMTExnqLJsWPHWLNmDVFRUcYmTYrkcDhwu91e6Sfvv+J9yrHxlGPjKcfGUn6Npxwbr7zm2O12Y7FYfB2GQP4ZGBexB4bb7ebEiRMABAUFaXxNSGMoIiIiZlYqN/Hu3bs3GzZsYPjw4cybNy/fTIo6deqwbNkyTp06xSOPPMLnn3/ODTfcgNPpZN26dXzwwQfUqFGD5557jsmTJ/Piiy/yxRdfsGXLFmJjYwFwuVznFcexY8eYMGECiYmJniLGzp07qVmzJuPGjeOpp56if//+VKtWjbZt2/Lnn38akg/5Z3v37vXqBwSJiYle60sKpxwbTzk2nnJsLOXXeMqx8cpjjgub2Sw+cDztbPsiZmC4XC5+/vlnADp16oTNZrvYyKSEaQxFRETEzHxWwAgPDyctLY2cnBz8/Pxwu90kJydTq1YtcnJy2LVrF8HBwaSmphZ6fUBAADfccAMff/wxN9xwA+Hh4bRt25awsDAA+vbty/Dhw4HcJ07uuecebr755mLFOGnSJLp06cJLL72ExWJhwIABZGVlARASEsLMmTM9506cOJGGDRteSCrEC6Kiorw2AyMxMZF69epht9u9EJn8nXJsPOXYeMqxsZRf4ynHxiuvOd69e7evQ5AzvDQDAyhX/w+XVRpDERERMSufFTCqVatGTEwMy5YtIzY2lpUrVxIWFkZkZCSzZs0iKiqKWbNmMXToUGJiYoiMjOSPP/6gVq1aVKhQgaysLD7//HOio6MB6NWrF4sXLyY9PZ3AwEC++eYbmjRpAsA111zD22+/Tc+ePQkODiY7O5tdu3bRrFmzc8Z44sQJatWqhcViYePGjWzfvt1z7OjRowQGBlKhQgV+//13vvzyS5YuXWpcwuScvP0Lud1up3Llyl7tU/JTjo2nHBtPOTaW8ms85dh45S3HWpqmFDkzA8NWAQKqXnA3NpuNtm3beiko8QWNoYiIiJiZT5eQmjJlCuPHj+eNN94gICCAGTNmsHr1atasWcOiRYuw2+3ExcXxwAMP8P7777N+/XreffddrFYrTqeT9u3bM3LkSABq1arFPffcw+DBg7FYLISFhfHEE08AubMxjh07xtChQwFwOp0MHDiQZs2akZCQwLBhwzh9+jSnT5+mc+fO3HPPPdx666089NBDTJkyhVdffZWmTZvSokULT+ybN29m+vTp2Gw2AgICeP7556lRowYAW7Zs4cUXX2TOnDkAvPDCC9SoUYMhQ4YA0K9fP2bPnu2ZLSIiIiIiIuI1bvfZAkbV6qDCkoiIiIiYlE8LGPXr12fhwoX53ouOjqZr166e17169aJXr14A3HzzzedcBqp///7079+/0GNDhw71FDD+HsO3335b6DVXXXUVq1atKvRYly5d6NKlS6HHmjdv7ileAIwePTrf8fj4+EKvExERERERuWinT0HW6dx2cA3fxiIiIiIichFK5SbeIiIiIiIicoGOeWcDb8jdAHrr1q0AXHrppVit1ovqT0qexlBERETMTAUMERERERGRsuR43gLGxW3g7Xa7+fPPPz1tMR+NoYiIiJiZChgiIiIiIiJlyfHDZ9sXOQPDYrHQpEkTT1vMR2MoIiIiZqYChoiIiIiISFnixRkYVquVmjVrXmRA4ksaQxERETEzLX4pIiIiIiJSlnixgCEiIiIi4kuagWFSEdUDfR1CqaA8iIiIiIj8Td4CRlC1i+rK7XZz6tQpAAICArQEkQlpDEVERMTMVMAwqbgBrXwdQqnhdLmxWfVLuIiIiIgIcHYPjMBLoIL/RXXlcrnYtGkTAJ06dcJms11sdFLCNIYiIiJiZipgmFBWVhYOhwO73e7rUEoFFS9ERERERP6Skw0nj+a2L3ID7zP8/S+uCCK+pzEUERERs1IBw6TcbrevQxARERERkdLmxBHgr78VvFDAsNlsdOjQ4aL7Ed/RGIqIiIiZaRNvERERERGRsuLM8lGgDbxFRERExPRUwDApbbwmIiIiIiIF5N3AWwUMERERETE5LSFlQv7+/tr/Am3eLSIiIiJSgJcLGC6Xi23btgHQtGlTrFY9A2c2GkMRERExMxUwTGrm0p9JOpzu6zB8JqJ6IHEDWvk6DBERERGR0iVfAePi98Bwu92kpeX22aRJk4vuT0qexlBERETMTAUMk0o6nM7ulBO+DkNEREREREqTvHtgBF/8DAyLxUKjRo08bTEfjaGIiIiYmQoYIiIiIiIiZcWZGRgVKoK9ykV3Z7VaqV279kX3I76jMRQREREz0+KXIiIiIiIiZYHbDcf+KmBUrQ562l5ERERETE4zMERERERERMqCjJOQk5XbrlrDK1263W4cDgcAdrtdSxCZkMZQREREzEwzMERERERERMoCL2/gDeByufjhhx/44YcfcLlcXulTSpbGUERERMys1BQwEhMTGTx4MD179mTgwIHs2rXrnOcvWbKEfv36ef5r27Yt999/PwCnTp1i+PDhtG3bljZt2uS77lzHNmzYQL9+/f4x1ri4OKKjozlx4uwm2u+//z7XXXcd/fr14+jRo+f7ZYuIiIiIiHhH3g28q178Bt5n+Pn54eenyftmpjEUERERsyo1v8FMnDiRQYMGERsby4oVK4iLi2PJkiVFnj9w4EAGDhzoed27d2/69OkDQIUKFbjrrrsIDg7m9ttvz3fduY6dj1WrVhX6i99///tfZsyYQatWrYrdp4iIiIiIyEU7nnq27aUZGDabjY4dO3qlL/ENjaGIiIiYWamYgXHkyBG2bt1K3759AejZsycpKSkkJCTQuXNnkpKSAJg7dy7Dhw8vMO31119/5ciRI3Tr1g0Af39/2rdvT5UqVQrc61zHAJxOJ2PHjqV3797Exsaybds2z7HDhw/z+uuvExcXl++af//73yQlJREXF8e///3vC0+EiIiIiIjIhco7AyPYezMwRERERER8pVTMwEhOTiY0NNQzs8FisRAeHs6hQ4cYO3Yso0ePZty4ccyfP5/FixdjteavuyxevJh+/fpRoUKFi45l165dTJgwgaeeeorly5czZswYPvvsMywWC4899hiPPPIIgYGB+a558cUX6datG88//zxNmza96Bjk/DkcDtxut1f7y/uveJ9ybDzl2HjKsbGUX+Mpx8Yrrzl2u93aINiX8u2BoQKGiIiIiJhfqShgnEvv3r3ZsGEDw4cPZ968eYSEhOQ7npGRwaeffsoHH3zglfvVrl2b9u3bA3D99dczceJEkpOTWbt2LbVq1fIck9Jh7969hnwwkJiY6PU+JT/l2HjKsfGUY2Mpv8ZTjo1XHnPs7+/v6xDKL88MDAtUCTnnqefL5XKxc+dOABo3blzgYTIp/TSGIiIiYmalooARHh5OWloaOTk5+Pn54Xa7SU5OplatWuTk5LBr1y6Cg4NJTU0tcO2KFSto1KgRDRs2NCQ2i8WCxWJh/fr1bNq0ia+//tpzrG/fvrz66qs0a9bMkHvLP4uKivL6DIzExETq1auH3W73Wr9ylnJsPOXYeMqxsZRf4ynHxiuvOd69e7evQyjfjv01A6NKCPhd/Ox0yJ1Vk5KSAkCjRo280qeULI2hiIiImFmpKGBUq1aNmJgYli1bRmxsLCtXriQsLIzIyEhmzZpFVFQUs2bNYujQocTExBAZGem5dvHixdx4441ei+XAgQOsX7+edu3asWLFCqpVq0bNmjV59tln850XHR3NsmXLCAoK8tq9pfiM+kDAbrdTuXJlQ/qWXMqx8ZRj4ynHxlJ+jaccG6+85VjLR/lQdhacOpbb9tIG3pA7pvXr1/e0xXw0hiIiImJmpWbu6JQpU1i4cCE9e/Zk9uzZzJgxg9WrV7NmzRomTpxIZGQkcXFxPPDAA2RmZgKQkJDAtm3b6NWrV4H++vTpw+DBg0lPT6dz58488sgj53WsUaNGLF26lD59+jB79myee+65Yv+S98ILL/Dee+95Xvfr149Dhw4B8OWXXzJhwoRi9SciIiIiInJOJ46cbXtx/wur1UrdunWpW7eulh4yKY2hiIiImFmpmIEBUL9+fRYuXJjvvejoaLp27ep53atXr3zFivr16/Pzzz8X2t/HH39c5L2KOta2bVs++eST84p3x44d+V5/9dVXnvbo0aPzHYuPj/e0u3fvTvfu3c/rHiIiIiIiIucl3wbe3puBISIiIiLiS6WmgCEiIiIiIiIXKG8BI9h7MzDcbjdZWVlA7gbtWoLIfDSGIiIiYmaaPyoiIiIiImJ2xw+fbXtxCSmXy8X333/P999/j8vl8lq/UnI0hiIiImJmmoEhIiIiIiJidgYuIaUn9s1PYygiIiJmpQKGiIiIiIiI2R3LW8Co4bVubTYbXbp08Vp/UvI0hiIiImJmWkJKRERERETE7M7MwPC3Q6XKvo1FRERERMRLNAPDpCKqB/o6BJ8q71+/iIiIiIiH2312D4yq1UHLBYmIiIhIGaEChknFDWjl6xB8zulyY7PqjzMRERERKedOHQdndm7bixt4Q+4G0Lt37wagYcOGWK2axG82GkMRERExM/3mYkJZWVk4HA5fh+FzKl6IiIiIiJB/A+9g7xYw3G43Bw8e5ODBg7jdbq/2LSVDYygiIiJmphkYJqVfPEVEREREBDi7fBR4fQaGxWKhXr16nraYj8ZQREREzEwFDBERERERETPLOwOjanWvdm21Wj0ffos5aQxFRETEzLSElIiIiIiIiJkdy1vA8O4MDBERERERX9IMDJPS1F8REREREQH+NgPD+3tgOJ1OAGw2m/4OMSGNoYiIiJiZZmCYkL+/P3a73ddhGMbp0v4eIiIiIiLn7cweGBYrVAnxatcul4vvvvuO7777DpfL5dW+pWRoDEVERMTMNAPDpGYu/Zmkw+m+DsPrIqoHEjegla/DEBERERExjzMzMKqEgM3m21hERERERLxIBQyTSjqczu6UE74OQ0REREREfCkrEzL++rsg2Pv7X1itVjp37gxoGVuz0hiKiIiImamAISIiIiIiYlYnDp9tG7CBt8Vi0YfeJqcxFBERETPTHhgiIiIiIiJmdTxPASOomu/iEBERERExgGZgiIiIiIiImNWpY2fbgZd4vXuXy8XevXsBiIqKwmrVM3BmozEUERERMys1v7kkJiYyePBgevbsycCBA9m1a9c5z1+yZAn9+vXz/Ne2bVvuv/9+z/E333yT3r17c/311/Ovf/2LEycK7hfx4osvEh0dzbZt2wrtPzo6mi+++MLz3i+//EKfPn3o378/a9asuYivVkRERERExAtOHT/bDgz2evdut5ukpCSSkpJwu91e71+MpzEUERERMys1MzAmTpzIoEGDiI2NZcWKFcTFxbFkyZIizx84cCADBw70vO7duzd9+vQBYO3atXz44Yd88MEHBAYG8uqrr/Kf//yHSZMmec7fvHkzW7ZsoXbt2gX63r9/P4sWLaJly5b53l+6dCm9e/fmnnvuucivVkRERERExAvSj51tB1T1evcWi4WIiAhPW8xHYygiIiJmVipmYBw5coStW7fSt29fAHr27ElKSgoJCQl07tyZpKQkAObOncvw4cNxuVz5rv/11185cuQI3bp1A2D79u1cfvnlBAYGAtClSxfi4+M95zscDqZOncrUqVMLxOJyuXjsscd47LHH8Pf397w/e/ZsPvvsM/73v//Rr18/Tpw4wZ49exg+fDh9+vShT58+vPfee95NjIiIiIiIyLnknYFhQAHDarXSoEEDGjRooKWHTEpjKCIiImZWKmZgJCcnExoaip9fbjgWi4Xw8HAOHTrE2LFjGT16NOPGjWP+/PksXry4wC9dixcvpl+/flSoUAGAmJgYFixYQFpaGtWrV+fjjz/m1KlTHDt2jODgYJ5++mmGDBlCeHh4gVjefvttWrduzaWXXprv/bvvvpuEhASaNGnCsGHDyMnJYeTIkYwaNYrevXsD8OeffxqRnnLJ4XD4ZHqzw+HI9694n3JsPOXYeMqxsZRf4ynHxiuvOXa73XrCu6QZvISUiIiIiIgvlYoCxrn07t2bDRs2MHz4cObNm0dISEi+4xkZGXz66ad88MEHnvfatWvHnXfeyT333IPNZqNHjx4A+Pn5sXbtWg4ePMjEiRML3Gvnzp2sWrWK//3vf/8Y1969e8nMzPQUL4ACscmF27t3r0//4E9MTPTZvcsL5dh4yrHxlGNjKb/GU46NVx5znHcWs5SAMwUMixXsgV7v3u12ex4sslgsKlCZkMZQREREzKxUFDDCw8NJS0sjJycHPz8/3G43ycnJ1KpVi5ycHHbt2kVwcDCpqakFrl2xYgWNGjWiYcOG+d6/9dZbufXWW4Hczbdr1qxJYGAg69ev57fffvMsN5WSksKIESOYOnUqKSkpHDhwgJ49ewKQlpbG7t27SU1N5ZZbbjE4C5JXVFSUz2ZgJCYmUq9ePex2e4nfvzxQjo2nHBtPOTaW8ms85dh45TXHu3fv9nUI5c+ZPTAqB4HV5vXuXS4Xa9asAaBTp07YbN6/hxhLYygiIiJmVioKGNWqVSMmJoZly5YRGxvLypUrCQsLIzIyklmzZhEVFcWsWbMYOnQoMTExREZGeq5dvHgxN954Y4E+U1NTqVGjBg6HgxdffJG77roLgIceeoiHHnrIc163bt145ZVXaNq0KUC+QsXtt9/OHXfcwTXXXFOg/6ioKCpVqsQnn3ySbwkpzcLwDl//oW+326lcubJPYyjrlGPjKcfGU46NpfwaTzk2XnnLsZ7sLmFuN5w6lts2YP8LERERERFfKzU7eE2ZMoWFCxfSs2dPZs+ezYwZM1i9ejVr1qxh4sSJREZGEhcXxwMPPEBmZiYACQkJbNu2jV69ehXob/jw4dxwww3069eP1q1bc9ttt3k1Xj8/P1599VU+/PBD+vTpQ9++fVm1ahUA7733Hi+88ILn3BEjRrBlyxYAtmzZwogRI7wai4iIiIiIlEOZGeDMyW0btP+F1WqlY8eOdOzYURtAm5TGUERERMysVMzAAKhfvz4LFy7M9150dDRdu3b1vO7Vq1e+YkX9+vX5+eefC+3v448/Pq/7fvXVV0Uee/fdd/O9njlzZoGY33rrrQLXDRkyJN/rOXPmeNrNmzfP91pEREREROSCnFk+CgybgWGxWPDzKzV/NsoF0BiKiIiImenxCxERERERETM6s4E3aAkpERERESmT9BiGiIiIiIiIGeUtYBi0hJTL5WLfvn0A1K1bV0sQmZDGUERERMxMBQwREREREREzKoEZGG63m8TERAAiIiIMuYcYS2MoIiIiZqYChoiIiIiIiBnl2wMj2JBbWCwWatWq5WmL+WgMRURExMxUwBARERERETGjU8fOtg2agWG1WmncuLEhfUvJ0BiKiIiImamAYVIR1QN9HYIhyurXJSIiIiLidSWwB4aIiIiIiC+pgGFScQNa+ToEwzhdbmxWTW0WERERETmnvEtIVQ7yWRgiIiIiIkZRAcOEsrKycDgc2O12X4diCBUvRERERETOw5kZGBUrQwV/Q27hdDr57rvvAOjYsSM2m82Q+4hxNIYiIiJiZipgmJTb7fZ1CCIiIiIi4ktnChgG7X9xhv72MD+NoYiIiJiVChgiIiIiIiJmk50FmRm5bQP3v7BarbRv397TFvPRGIqIiIiZqYAhIiIiIiJiNnk38DZwBobFYqFixYqG9S/G0xiKiIiImenxC5OyWLRPhIiIiIhIuXXq2Nl2QLCvohARERERMZRmYJiQv79/mdvA2+lya/NuEREREZHzlXcGhoFLSLlcLvbv3w9AnTp1tASRCWkMRURExMxUwDCpmUt/Julwuq/D8IqI6oHEDWjl6zBERERERMwj/djZtoFLSLndbhISEgCoXbu2YfcR42gMRURExMxUwDCppMPp7E454eswRERERETEF0pwD4yaNWt62mI+GkMRERExMxUwREREREREzKaEChhWq5UmTZoY1r8YT2MoIiIiZqbFL0VERERERMwm7xJSBu6BISIiIiLiSypgiIiIiIiImE0JzcAQEREREfElwwsY+/fvp02bNkbfJp9Tp04RHR3ted2vXz/S00tmw+sTJ04we/bsfO/dfvvtfPHFFyVyfxERERERKQdOHcv911YBKlY27DZOp5PvvvuO7777DqfTadh9xDgaQxERETEz08/AcLlcuFyuc54THx9PYGBgicRTWAFDRERERETEq87MwAioCgZvzJyTk0NOTo6h9xBjaQxFRETErIq9ifeaNWt47rnnyMnJoWrVqkyePJkjR47wxBNP0KZNG3766SecTiczZ86kefPmnutmzZrFd999h8vlYsKECXTo0AGAjz76iLlz5wIQHh7OE088QVhYGDt27GDy5MmcPn2azMxMevfuzciRIwF46aWX2LlzJxkZGSQnJ/P222+zevVq3nrrLSpXrkyPHj3yxRwdHc3GjRsJCgqiW7du9OvXj3Xr1pGWlsaNN97o6XfPnj08+uijpKenExUVRUZGBr179yY2NrZAHjZv3swzzzxDeno6LpeLe+65h169ejFp0iROnTpFv379sNlsfPjhhwD8+OOPvPXWW6SmptKhQwemTp1a3NSLiIiIiIiAywkZJ3PbBu9/YbVaufLKKz1tMR+NoYiIiJhZsQoYR44c4eGHH+add94hOjqaZcuW8e9//5uJEyeSkJDA9OnTmTx5Mu+99x7PP/+8pzBx8uRJ6tevz7hx4/jll1+47777+Pzzzzl48CBPP/00H374IWFhYbz22mtMmDCBN998k9q1a/Pf//4Xf39/Tp8+zeDBg+nQoQMtW7YE4Oeff+ajjz6ievXq7Ny5k5deeomlS5dSo0YNnnvuuXN+HSdPnmThwoX8+eef9OjRg4EDBxIWFsbYsWO55ZZbGDhwIHv27KF///707t27wPUnTpxg4sSJzJ49mxo1avDnn38SGxtL69atmTJlCv379yc+Pj7fNfv27eOdd94hJyeH66+/np9//plWrVoVJ/1lnsPhwO12+zyGvP+K9ynHxlOOjaccG0v5NZ5ybLzymmO3243F4NkAQm7xwv3XLHSD97+wWCxUrmzcElViPI2hiIiImFmxChi//vorjRs39uwv0bdvX6ZOncqhQ4eoW7cuLVq0AKBVq1a89dZbZ2/i5+eZxdCyZUtq1KjBtm3b2L59O506dSIsLAyAW265hVdeeQWn00lmZiZTpkxh+/btWCwWUlJS2LZtm6eA0aVLF6pXrw7A+vXr6dy5MzVq1ABgyJAhvPHGG0V+HWeKEiEhIURERJCUlERAQADbt2+nf//+ADRo0IDLL7+80Ot//vlnkpKSGDFiRL73ExISiIiIKPSa66+/Hj8/P/z8/GjatCn79u1TAeNv9u7dW2r+yE9MTPR1CGWecmw85dh4yrGxlF/jKcfGK4859vf393UIZZ828BYRERGRcqLYS0gVpWLFip621Wr9x83BCnsyK+97zz33HJdccglLly7Fz8+P+++/n8zMTM/xcz1B8k9PfZ1vrEX143a7adSoEe+//36BY/v37//He9psNm2eVoioqKhSMQMjMTGRevXqYbfbfRpLWaUcG085Np5ybCzl13jKsfHKa453797t6xDKh/RjZ9sGLyHlcrlITk4Gcpf81RJE5qMxFBERETMrVgGjZcuW7Ny5k507d9K4cWM+/fRTwsLCPDMoipKTk0N8fDyxsbFs3ryZ1NRUmjRpQlBQEK+//jqHDh0iLCyM999/n/bt22Oz2Thx4gQNGjTAz8+PhIQE1q5dS5s2bQrtv127dsyePZu0tDRCQ0N57733ivNlARAYGOhZFmvAgAEkJCTw448/0qdPnwLntmrViv3797Nu3TrPXh7btm2jQYMGBAYGcvr0abKysvT0WTGVpj/u7Xa7plkbTDk2nnJsPOXYWMqv8ZRj45W3HGv5qBJSgjMw3G43u3btAqBmzZqG3kuMoTEUERERMytWASMkJISnn36acePGeTbxfuGFFzhy5Mg5r6tSpQq7du2ib9++OJ1Onn32WQIDA2ncuDGPPPIId911F5D7NMi0adMAuO+++xg7dixLly6lbt26tGvXrsj+GzduzP3338+tt95a6Cbe5zghysQAADyOSURBVOupp57i0UcfZe7cudStW5fmzZsTFBQEwJdffslXX33F9OnTqVq1Km+88QazZs1i5syZ5OTkEB4ezquvvkpwcDD9+/enb9++VK5c2bOJt4iIiIiIiFecOna2HRBs6K0sFguhoaGetpiPxlBERETMrNhLSHXu3JnOnTvne69hw4b5Nq1u3LgxX331FQB16tRh06ZNRfbXv39/z74TeTVr1oxPPvmk0GtGjRpV4L3BgwczePBgz+t//etfnvaOHTs87TNxnZG3wBAeHs7ChQuxWCwkJSUxePBgYmJiAOjevTvdu3f3nBsTE8M777xTaHxnijBnvPvuu/lev/jii4VeJyIiIiIi8o9KcAaG1Wr1/E0k5qQxFBERETPz2h4YZcHPP//MU089BeSuEzp+/HjCw8N9HJWIiIiIiEgeJbgHhoiIiIiIL6mAkUfHjh3p2LGjr8MQEREREREpWsbJs+3KVXwXh4iIiIiIwVTAEBERERERMZPMU2fblQIMvZXT6WTDhg0AtG3bFpvNZuj9xPs0hiIiImJmKmCIiIiIiIiYSaYj91+rH/j5G367rKwsw+8hxtIYioiIiFmpgCEiIiIiImImpzNy/61UGSwWQ29ltVpp06aNpy3mozEUERERM1MBw6Qiqgf6OgSvKUtfi4iIiIiI4c4sIVXRbvitLBYLgYH6fd3MNIYiIiJiZipgmFTcgFa+DsGrnC43NquxT4+JiIiIiJie2312BkZFY/e/EBERERHxNc0fNaGsrCwcDoevw/AqFS9ERERERM5Ddia4XbntSpUNv53L5SIlJYWUlBRcLpfh9xPv0xiKiIiImWkGhkm53W5fhyAiIiIiIiUtM+Nsu6LxBQy328327dsBCA0NNfx+4n0aQxERETEzFTBERERERETM4nTJFjAsFgshISGetpiPxlBERETMTAUMERERERERs8g7A6MElpCyWq1cdtllht9HjKMxFBERETPTHhgmpSdnRERERETKoRKegSEiIiIi4ksqYJiQv78/drvd12FcNKdL+3iIiIiIiBRL5qmz7RKYgSEiIiIi4ktaQsqkZi79maTD6b4O44JFVA8kbkArX4chIiIiIvKPPvvsM5YtW8Zvv/3GiRMniIyM5Pbbb2fgwIH5ZkYvWrSIN998k4MHDxIVFcWYMWPo2rWrd4PJdJxtVwzwbt+FcDqdbNq0CYA2bdpgs9kMv6d4l8ZQREREzEwFDJNKOpzO7pQTvg5DRERERKTMmzdvHrVr1yYuLo5LLrmEdevW8fjjj5OSksL9998PwKeffsrjjz/OvffeS7t27Vi+fDn3338/8+fPp2XLlt4L5nSeGRgVS2ZWtsPh+OeTpFTTGIqIiIhZqYAhIiIiIiJyDq+99hohISGe1+3bt+fYsf9v797je67//4/ft7GZwybx4eOwzD7MMDbHFkZzSqap5JAoIZVYSqFfcggfqU+JkjPJoXLKN0MMHwrt60zlkDmEioSdZ7P36/fHvnvn3d5sbO/TdrteLi7e79fr+X69nu/H6/V+7/l6P17P5/OaFi5cqBdffFHu7u6aPn26unTpopdfflmSdP/99+vEiRP6+OOPNXfu3MKrjAMm8Q4NDTU/huvhGAIAAFdG6wUAAAAAbuPm5EWOoKAgJScnKzU1VefOndOZM2fUuXNnizIPP/ywdu/erYyMjMKrjMUk3rYfQsrNzU2+vr7y9fW1GC4LroNjCAAAXBkJDAAAAAC4Q/v27VPlypVVtmxZnTp1SpLk7+9vUSYgIECZmZk6d+5c4e3Yzj0wAAAAAEdiCCkAAAAAuAN79+7V+vXrNXLkSElSQkKCJMnHx8eiXM7znPV36+b5CzxTk8wXcWmGm4zUVOsvKiSGYejPP/+UJN17770ufwd/TiyL05wQ9jiGxTGutkZMbYO4Fj5iahvEtfARU9swDMPm7UMSGIXs6NGjOnXqlLp06WJeFhgYqD179uS6oAEAAADgWn7//XcNHz5cLVq0UL9+/eyyzzNnzpgf177yh3KuKo6dPidTyUs23bfJZNLPP/+cve/atYvMHAo3x7Sos+cxLE5xtRdiahvEtfARU9sgroWPmBY+T09Pm26/2CYwbty4oRIlCv/tHz16VLGxsRYJDAAAAACuLzExUYMGDVL58uU1Y8YM8w/Bvr6+kqSkpCRVqlTJovzN6+9WzZo15e3tLUny2pO9T0NuCgxuKLnZNqGQlZUlwzAkSXXr1pWHh4dN92draWlpOnPmjEVMizp7HMPiGFdbI6a2QVwLHzG1DeJa+IipbeTcJGFLdktgHDhwQFOnTlVKSooMw1B0dLQqV66sSZMmKSUlRV5eXho9erSaNGmi8+fPq1u3burXr5/++9//KikpSW+++abatGkjKbtHw/DhwxUbG6srV65oyJAhevzxxyVJR44cue02e/bsqV27dikqKkpbtmxR/fr1deTIEV24cEHdunVTaGioZs2apYsXL6pv377q37+/1ffz1VdfaenSpbpx44ZKly6tMWPGqFKlSpo+fbqSkpIUFRWlRo0aacKECZKkZcuWWa0vAAAAAOeXnp6uwYMHKykpSV988YXKlStnXlerVi1J0qlTp8yPc56XLFlSNWrUKNC+vb29Vbr0/813kZE97IGbl7dKlylboO3mV/Pmze2yH3uyiGkxYK9jWNziag/E1DaIa+EjprZBXAsfMS1c9hhe1C4JjGvXrmnIkCGaPn26mjZtKpPJpKtXr+rxxx/X22+/rdatW2vv3r0aNmyYNm3aJCn77qXAwEANGzZMO3bs0KRJk8wJDCm7a8rKlSsVHx+v7t27KyoqSiaTSUOHDr3tNmvXrq3XXntNkrRlyxb9+uuvWrx4sZKTkxUREaHExEQtW7ZMly5d0kMPPaTHH38819BP+/btU0xMjJYuXSpPT0/t3btXr776qmJiYjRs2DDFxsZq5syZFq+xVl9b9ABxNWlpaea7gZwB4+HZHjG2PWJse8TYtoiv7RFj2yuuMbbHGLiOcOPGDb388ss6deqUli5dqsqVK1usr1GjhmrWrKmNGzeqffv25uXr169XWFhY4Xarv/5/51SpMoW3TQAAAMBJ2eUX9IMHD8rf319NmzaVJLm7u+vy5ctyd3dX69atJUlNmzbVvffeq6NHj6pKlSry8vJSx44dJUmhoaE6d+6cxTa7du0qSQoICFCJEiV0+fJlJSQk3HabJUuW1COPPGKxnU6dOsnDw0O+vr6qUaOG2rZtKzc3N1WuXFn33HOPLly4kCuBsWXLFh07dkxPPPGEeVlCQoLS09NvGQNr9a1Spcodx7KoOX36tFNe2DMenu0RY9sjxrZHjG2L+NoeMba94hhjW4+B6wjjx4/Xtm3bNGrUKCUnJ+vgwYPmdfXq1ZOnp6eGDh2qESNGyM/PTy1atND69et1+PBhLVmypHArc/3/Ju324s5BAAAAFH1O1QXg5ru1PD09zc/d3d2VlZVlUdbLy8v82N3dXTdu3Mhzm6VKlco1Ydnft3Pzcw8PD6vbNQxDjz76qF555ZX8vK07qm9x4+/v73Q9MBgPz7aIse0RY9sjxrZFfG2PGNtecY3xyZMnHV0Fm9i5c6ckacqUKbnWbdmyRdWrV1dkZKTS0tI0d+5czZkzR/7+/vroo48UGhpaeBW5kSndyMh+7GWf8yorK0sHDhyQlH1jmavPgVEccQwBAIArs0sCIzQ0VGfPntXevXvNQ0hVrFhRJpNJO3fuVMuWLbV//35dvnxZQUFBunr16l3tx9/fv9C3aU27du00YsQI9erVS1WrVpXJZNKPP/6o4OBglS1bVklJSYW2r6LOWS/oGQ/P9oix7RFj2yPGtkV8bY8Y215xi3FRHD5KkrZu3Zqvck888YRFL+1Cl9P7QrLrEFLJycl22xdsg2MIAABclV0SGL6+vvroo480ZcoUpaSkyN3dXdHR0ZoxY4YmTZqkKVOmyMvLSx9++KHKlClz18kGT0/PQt9mjg8//FD/+Mc/1Lt3bzVt2lSvvfaaXnrpJd24cUOZmZlq27atgoODFRYWpgULFqhr164KDQ01T+INAAAAAAVycwLDTkNIubu7q2HDhubHcD0cQwAA4MrsNoRUSEiIPv/881zLrS2rXr269u7da35epkwZHT9+3Pz85seSFBcXZ34cHBycr21K0meffWbxfPXq1RbPN2/ebH4cHR1tsa5Lly7q0qVLrv2UK1cu1/5vV18AAAAAyJf0m3tg2CeB4ebmpgoVKthlX7ANjiEAAHBl3H4BAAAAAK7AAT0wAAAAAEdyqkm8AQAAAAC3kG7/BIZhGLpy5YokqUKFCkV2npOijGMIAABcGT0wAAAAAMAVXE/567GdhpAymUw6cuSIjhw5IpPJZJd9onBxDAEAgCujBwYAAAAAuILraX89tuMQUuXKlbPbvmAbHEMAAOCqSGC4qBoVyzq6CgXi6vUHAAAA7M5iEu8ydtmlh4eHmjRpYpd9wTY4hgAAwJWRwHBRox4NdXQVCizLZMjDnfFXAQAAgHy5eQgpL2/H1QMAAACwE+bAcEEZGRlKS0vLu6CTI3kBAAAA3AGLSbzt0wMDAAAAcCR6YLgowzAcXQUAAAAA9nTzHBh2msQ7KytLhw4dkiQ1atRIHh4edtkvCg/HEAAAuDISGAAAAADgCiyGkLLfJN6JiYl22xdsg2MIAABcFQkMAAAAAHAFFkNI2SeB4e7urgYNGpgfw/VwDAEAgCsjgeGi3NyYPwIAAAAoVq7/XwKjpJdkp2GA3NzcVLFiRbvsC7bBMQQAAK6M2y9ckKenp7y9vR1djQLLMjGPBwAAAJBvOT0w7Dh8FAAAAOBI9MBwUVPWHNC5y8mOrsZdq1GxrEY9GuroagAAAACuI6cHhp0m8JYkwzCUkJAgSfL19aUnuAviGAIAAFdGAsNFnbucrJO/MxEbAAAAUCyYsqSMtOzHXmXst1uTSQcPHpQktW7dWh52GroKhYdjCAAAXBkJDAAAAABwdtfT/3psxx4YklS6NENWuTqOIQAAcFUkMAAAAADA2V1P+euxl/3mw/Pw8FDz5s3ttj8UPo4hAABwZUziDQAAAADOLmcCb8muQ0gBAAAAjkQCAwAAAACc3fWbEhh2HkIKAAAAcJRilcAYNGiQTp06ddsyo0aN0qJFiwq0n9jYWPMkaZIUFxenqKioAm0TAAAAQDF2cwLDy34JjKysLB06dEiHDh1SVlaW3faLwsMxBAAArqxYzYExd+5cu+wnNjZWdevWVUhIiF32BwAAAKCIS3dcD4yrV6/adX8ofBxDAADgqopcD4zAwEDNmjVL3bt3V0REhFatWmVeFxERoaNHj0qSLl68qGHDhqlr167q2rWrpk2blmtbe/fu1cMPP6wjR47kWpeZman33ntP3bt3V1RUlKKjo5WQkKDt27dr69atmj9/vqKiorRixQpJ2Xe9jBs3To888oi6dOlidZsAAAAAYJWDemC4u7srKChIQUFBcncvcpePxQLHEAAAuLIi2QPD09NTK1euVHx8vDnBUKKE5VsdMWKEWrVqpenTp0uSrly5YrF+/fr1mj17tmbPnq0aNWrk2sf8+fPl7e2tlStXSpI+/vhjTZs2TWPHjlVERITq1q2rZ555RlL2EFKnTp3SpEmTNG7cOC1fvlzTpk3T/PnzbfDuXUtaWpoMw3B0NczS0tIs/kfhI8a2R4xtjxjbFvG1PWJse8U1xoZhyM3NzdHVKJoclMBwc3NT5cqV7bY/FD6OIQAAcGVFMoHRtWtXSVJAQIBKlCihy5cvq0qVKub1KSkp2r9/v0UCoUKFCubH//M//yN3d3ctXrxYvr6+VvcRGxurpKQkbdq0SVJ2j4xq1ardsk5+fn5q1KiRJCk0NFQLFiy4+zdYhJw+fdopL+zPnDnj6CoUecTY9oix7RFj2yK+tkeMba84xtjT09PRVSiaLIaQKuO4egAAAAB2VCQTGF5eXubH7u7uunHjxh29PjAwUHv37tWJEyfUrFkzq2UMw9CYMWPUqlWru6oTk6dl8/f3d7oeGGfOnFHNmjXl7e3t6OoUScTY9oix7RFj2yK+tkeMba+4xvjkyZOOrkLRdT3lr8d27IFhGIaSkpIkSeXKlaOHjQviGAIAAFdWJBMYeSlTpoyaNm2qhQsXavDgwZKyh5DK6YURGBiogQMH6vnnn9eYMWMUHh6eaxvt27fXokWL1KRJE3l7eystLU3nz59X7dq1VbZsWSUnJ9v1PbkqZ72g9/b2VunS9p0csbghxrZHjG2PGNsW8bU9Ymx7xS3G/DBqQw6axNtkMmn//v2SpNatW8vDw8Nu+0bh4BgCAABXVmxn8Jo6dap++OEHdenSRVFRUVqyZInF+oCAAM2fP1+TJk3SN998I0kaNGiQefLtQYMGKTg4WD169FDXrl3Vo0cP8wThjzzyiDZs2KBu3bqZJ/EGAAAAgLvmoDkwJKlUqVIqVaqUXfeJwsUxBAAArqrI9cA4fvy4xfO4uDjz461bt5ofV65cWTNmzMj1+ilTppgf+/n5mZMXkjR37lzz4xIlSig6OlrR0dG5ttGwYUPFxMRYLFu7dq35cZ06dSzqAgAAAAC35aAEhoeHh+6//3677Q+Fj2MIAABcWbHtgQEAAAAALiNnCCmPElJJJkoHAABA8UACAwAAAACcXU4PDDsPHwUAAAA4UpEbQgoAAAAAipx0xyQwTCaTfvrpJ0lSvXr15O7OPXCuhmMIAABcGQkMAAAAAHBmhvFXD4xS9k1gGIahy5cvmx/D9XAMAQCAKyOB4aJqVCzr6CoUiKvXHwAAALCbzOuSYcp+bOceGG5ubqpTp475MVwPxxAAALgyEhguatSjoY6uQoFlmQx5uNOABgAAAPLkXkIy3ZB87rXvbt3dVbVqVbvuE4WLYwgAAFwZg1+6oIyMDKWlpTm6GgVG8gIAAADIB89SUqf+Uu0mUqvHHF0bAAAAwG7ogeGiGLsUAAAAKEZaPJz9z84Mw1Bqavb8G6VLl2YIIhfEMQQAAK6MHhgAAAAAAKtMJpP27NmjPXv2yGQyObo6uAscQwAA4MrogQEAAAAAuKWSJUs6ugooII4hAABwVSQwAAAAAABWeXh4qGXLlo6uBgqAYwgAAFwZQ0gBAAAAAAAAAACnQwIDAAAAAAAAAAA4HYaQAgAAAABYZTKZdOzYMUlS3bp15e7OPXCuhmMIAABcGS0XAAAAAIBVhmHo0qVLunTpkgzDcHR1cBc4hgAAwJXRAwMAAAAAYJWbm5v+9a9/mR/D9XAMAQCAKyOBAQAAAACwyt3dXdWrV3d0NVAAHEMAAODKGEIKAAAAAAAAAAA4HXpgAAAAAACsMgxD169flyR5eXkxBJEL4hgCAABXRg8MAAAAAIBVJpNJ33//vb7//nuZTCZHVwd3gWMIAABcGT0wAAAAAAC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"text/plain": [
"<Figure size 1600x700 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Holder Concentration:\n",
" Total holders: 723\n",
" Top 1 (gideonro.eth): 13.2% of supply\n",
" Top 10: 50.7% of supply\n",
" 50% of supply held by top 10 holders\n",
" 80% of supply held by top 43 holders\n"
]
}
],
"source": [
"# Clean holders data (remove HTML from address column)\n",
"holders_clean = holders.copy()\n",
"holders_clean['addr'] = holders_clean['address_raw']\n",
"\n",
"fig, axes = plt.subplots(1, 2, figsize=(16, 7))\n",
"\n",
"# Top 20 holders\n",
"ax = axes[0]\n",
"top20 = holders_clean.head(20)\n",
"labels = top20.apply(\n",
" lambda r: r['ens_name'] if pd.notna(r['ens_name']) and len(str(r['ens_name'])) < 20\n",
" else f\"{str(r['addr'])[:8]}...\", axis=1\n",
")\n",
"ax.barh(range(len(top20)), top20['balance'], color='steelblue')\n",
"ax.set_yticks(range(len(top20)))\n",
"ax.set_yticklabels(labels, fontsize=8)\n",
"ax.invert_yaxis()\n",
"ax.set_xlabel('TEC Balance')\n",
"ax.set_title(f'Top 20 Token Holders')\n",
"\n",
"# Cumulative concentration\n",
"ax = axes[1]\n",
"ax.plot(holders_clean['rank_number'], holders_clean['cumulative_perc'] * 100,\n",
" color='coral', linewidth=2)\n",
"ax.axhline(y=50, color='gray', linestyle='--', alpha=0.5)\n",
"ax.axhline(y=80, color='gray', linestyle='--', alpha=0.5)\n",
"# Find the rank at 50% and 80%\n",
"rank_50 = holders_clean[holders_clean['cumulative_perc'] >= 0.5].iloc[0]['rank_number']\n",
"rank_80 = holders_clean[holders_clean['cumulative_perc'] >= 0.8].iloc[0]['rank_number']\n",
"ax.axvline(x=rank_50, color='gray', linestyle=':', alpha=0.5)\n",
"ax.axvline(x=rank_80, color='gray', linestyle=':', alpha=0.5)\n",
"ax.text(rank_50 + 5, 48, f'50% at rank {int(rank_50)}', fontsize=9)\n",
"ax.text(rank_80 + 5, 78, f'80% at rank {int(rank_80)}', fontsize=9)\n",
"ax.set_xlabel('Holder Rank')\n",
"ax.set_ylabel('Cumulative % of Supply')\n",
"ax.set_title('Token Concentration Curve')\n",
"ax.set_xlim(0, min(200, len(holders_clean)))\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(f'{DATA}/../snapshots/holder_concentration.png', dpi=150, bbox_inches='tight')\n",
"plt.show()\n",
"\n",
"top1 = holders_clean.iloc[0]\n",
"top10_pct = holders_clean.head(10)['cumulative_perc'].iloc[-1]\n",
"print(f'\\nHolder Concentration:')\n",
"print(f' Total holders: {len(holders_clean)}')\n",
"print(f' Top 1 ({top1[\"ens_name\"]}): {top1[\"perc\"]:.1%} of supply')\n",
"print(f' Top 10: {top10_pct:.1%} of supply')\n",
"print(f' 50% of supply held by top {int(rank_50)} holders')\n",
"print(f' 80% of supply held by top {int(rank_80)} holders')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 6. Holder Growth Over Time"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"execution": {
"iopub.execute_input": "2026-04-03T21:30:46.788680Z",
"iopub.status.busy": "2026-04-03T21:30:46.788394Z",
"iopub.status.idle": "2026-04-03T21:30:49.317452Z",
"shell.execute_reply": "2026-04-03T21:30:49.314109Z"
}
},
"outputs": [
{
"data": {
"image/png": 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qZPrxw4z2wjWNB2C2yN61nyI6ZOqnaYyI9t1k1DlVsXahJEOWmm8O+hxROYslS8ND0E1mi+wZA2XtlCVH72yZHRyG3pL4fYhQYv4hXBzNXKyrq1NhYaHsdntYvLfbEi677DJddtllges333xTktS/f39FRkbq008/bdDn3HPP1bnnnhtUlpmZqccff/yg9xk+fLiGDx9+yFgOvFdqaqoeeuihJj3DsRAREaH09HTZ7fYGdVu2bGn6OC0Z1NG67777NGLECN15552BskGDBum0007Tu+++q4svvjhwiElVVZVSUlIC7Sor6/df3VcfFxen3bt3N7hHRUVF0EEoR8pkMikqKqrZ/dsKh8NxQjwnwhPzD+GCuYhQYv4hHDAP2yZXdf1BknFDzlH88PNkePe/Qe93u1ST85V8NRVy5a2Wt3Snqr/ev+2BFs+VrX26fDWV8tWUB4qrlvxbJotVtvbpan/BLbImdJDTXZ8MsMclt8o88XTspXanX3j0Y0dFSR26SP1GBxX7PXXylhcFlZltkYqIT5Hf7VLld4vkLt4umUyK6T1aUScNCe5f55S3sv577a0oVs3G5TK87v317lq5cn+Q4XWrLm+V6vJWHTJMS3SCHJmDJKPhNgvu4gK59+RJvoafnDR8HtVuWq7aTctV8/U76jBpumwpXWV2xMjvrFTFtwslkxTTe5QsMUn7O5pMMkdGswVWE/H7EKHE/EO4aM5cNJvNMpvNslgsgR122rLy8nI9/vjjGjFihKKjo7VmzRr985//1Jlnnqn09PRQhxc2LBaLzGazHA5Ho4mrI3n9EVYJjK1bt+rMM88MKuvYsaMSExO1fft2SQocanLgASf7rq1Wq9LS0gLtli1b1mA/rby8PPXo0aO1HwUAAAAAQmLfwdbWpE6y7luhcIDIzvV/D3nKdqvy+49kuOtk+LxyblkhX0253EX1f3tZouMV3XOEXNvXyVOyQ4bfp7qdm1TwxA2ydciof0NdkjkqrsE92gKz1R502HdQnc2hhFEXHrq/PUq2lPo3cWwpaYrqfnKDNn63S+7iHarZ8JUMd12DupqN38jw1Cp20Fi1G3+9TCZzgzGk+u0hfDXlga2xDuQp3aWaTd/KlbdKnpId2vXSPZIke+ce8rtr5Smu/3mWL32jQV9b+26KTO+j6J7DZOuQIYuDLaoAADiUiIgIFRQUaMGCBaqqqlJiYqJ+/vOf6/bbbw91aMetsEpgpKamav369UFlO3fuVFlZmTp37ixJSktLU7du3bRo0SKNHTs20G7hwoUaOXJkYO+sMWPG6Mknn9SyZcs0alT9Xqp5eXlav369rrnmmmP0RAAAAABwbHlKd0mqT2AcijWxo5LPnBK4Nvw++apKVb3+S/ndLsUOOF3WxI4y/D7VrP9KtTs3qWbjcvmq9gaSF6YImxzpfVrvYdo4s82hyM4nKbLzSY3WGz6PDJ9XZtuht+MwmUyKiElstC4irp0c3frL765V0dv/kHPLCklS3c5NgTbWlDR5indIMoL6uovy5S7KV+V3CyWTWY6MgTJH7v9krdlqV/ywibK179qUxwUA4LgXExOjp59+OtRhnFDCKoFxySWXaNasWbrvvvt0xhlnqLy8XE899ZSSk5OD9gi78cYbdfvttys9PV3Dhw/XwoULtXr1ar300kuBNoMHD1Z2drbuuusuTZ8+XXa7XbNnz1bPnj119tlnh+LxAAAAAKBVGYYhz48rMCISD53A+CmT2aKI+BQljLygQXlMv1MV0+9UJZ99tXzV5apev1QyDMX0Ga2IuOSWCv+EY7JYZWrkXIvmMNsi1fHiu2QYfrmLtqvo3TnyVpQo8dTJShhxvoyfbE3lq6lUzfqlqt2xUc6t38tw18qVu7LBuDUbv1Fkl56Ba2u7LorqfrJMETbZO2TIFHH4+H2uKnlKdv7Yv7MsnNMBAACaKKwSGFdccYVsNpv+85//6M0331R0dLQGDRqkOXPmKDFx/6dNJk6cKJfLpXnz5mnu3LnKyMjQ448/rsGDBweNN2fOHN1///2aOXOmvF6vsrOzdffddysiIqweGwAAAABahK+6TIanTjKZZU1o3+Ljm0wmRcQmKmH4eS0+NlqGyWSWvUM3pV03p0H5gSJiEhQ/bKLih02UJNXu3BS0akOSqtcuUd2urYFVHZKkLStU8fW7kurP7bAmdZIO2LbZbI+uP8fDbJHhqZXf45Z7T179vFT9qh1bx0yZzGaZrHYln3WVbMmdW+rxAQDAcSas3sk3mUy69NJLdemllx627aRJkzRp0qRDtomNjdWsWbM0a9aslgoRAAAAAMKWu2ibpPrtoUyWsPpzD2EusnOPwPko+8QOPkvOzd8Fkg9+T51qNnwtb2WJfDUV8tWUBx32fiiW6HhJJvlqylW3Y0OgvNhZpfiRP5c1oYPsnbJa6nEAAMBxgle0AAAAAHCcqC3IkSTZu/Q4TEvg8MxWu2L6jA4qiz+lfntnv6dOrvw1MryeQJ3hdqlmw9cyvG4Zfr8c3frJ2i5Nlqg4Rf54VkptwXr5aiolv1fFC59W3a4tKnrrYUmSJTZJpgjbAfePVNyQcYodeAYJOQAATlC8AgAAAACA40Ttj59sj+zSO8SR4HhnttoVfdIpDcpjB55xyH6O9L6Br00WmypWfCjDU6e6XVvlqypt0L7kw6dVsfx9JZ7+S0X3HCHTAdtVAQCA4x8JDAAAAABo49zFBXLlrVLttnWSpMi0XiGOCDi86F7DFd1ruCTJW1Uqb0VRUH1d4RaVffmmPKWFKnrzITkyBqjDL34vU4RN5V++qep1X6jdudfL0bVfKMIHAADHAAkMAAAAAGjDDMPQ7tdmyVte/+avNTlVVg5FRhsTEZukiNikoLLILr0UO/AMlX/9niqWvydX3mrl//2yoDa7X/mrYvqfJrPdESgzWayK6Tta1nZpkt/H9lMAALRh/F8cAAAAANow9+7cQPLCEh2vjpNnsM0Ojhtme5SSfnaJojIHafcbf5PfWRlUb3jdqlq5uEG/8i/fkCSZbA5F9xgqky1SJpNZkd361R8Wbhhy5a+Vp7RQUv3B91GZg2SJa3fI/34Mw5Cvukzy+4IrTOb6MzwO0ddf55TZHlU/js8jX3V5fR+z5bDfB19NhQyv+yf3NMkSm8x/7wDQBi1fvlwrV67U1KlTg8ofe+wxzZ8/XytXrjzqe7z11luaMWOGli1bpqSkpMN3CFMkMAAAAACgDavZuFySFNVzuDpcdFuT3gwF2prItF7qetNc+d21kiRThE2mCKtqcpapbteWoLaevbvk3PytpPqDxavXLgnUVa5YdMj7WNt1kb1DhvRjUsDr9SqqokLl+Z+rOiJC7qLtchflN943ubPsHTMDfQ/krShWbUGO7KknKSKhvVz5a+R3VsqanKqU826U2RYpSTLbHKot3CLnpm/2960sUe329Y3e096pu9qNv16e0l1ybv1e8vtliUlU/NAJiohLPuSzAgBC55tvvtH8+fMbJDAmTZqkn/3sZy1yj9NOO02vvvqq4uLiWmS8UCGBAQAAAABtkHPrSlV+96GcW1ZIkmJ6jSR5geOayWKVxWENKovpM1oxfUY3aFtbuEV1hZtltjsCK5S81WWqyflKhruufjxbZOC/GcPvk99VJU/JDnlKdgSNZZdUu6thLAcyfB559u6UZ+/OQz5DXeFm1RVuDlx79haq8LkZh+wTYImQSfuTI4bfp7pdW7Tz2TsaNK387kNFdu0nk8UiR7cBsnfKUu2Ojardvl62lDQlnjpZpghrg34AgNDq2LGjOnbs2CJjJSUltemVF/uQwAAAAACANqZmw3LtefPBwHVUj6GK7jMqhBEB4SUytbsiU7s3KE859/qD9vE5K1WTs0z+A7Zq8njc2rOnSB06tJfVapM5wqqonsMVEZMY3NdVVd/XU9fo2CazRbZ2XeQu2SHD71NETKLsnbJUvOAJuQ9IeuzbIitmwGmyte/2Y1+zHJmDZUtODRrTXbRdRe8/Lm9lsUwWq6J7DlNEQns5N36j2oIcubZ+L0lybvo2qJ9z87dybvleEXHJ8ntqZbJEKOqkYbImdVJETIJs7bse9HsEAC3FMAwZB/mdeSyYrPZmb8G3ePFiPfHEE8rNzVV8fLwmTJig3/3ud7Lb7Vq+fLmuuOIKzZ07V6+//rqWLl2qmJgYXXbZZYHVFo899pgef/xxSVLPnj0lScOGDdOLL77YYAupfeM988wzeuONN7RkyRLFx8frtttu03nnnacXXnhB8+fPl9Pp1FlnnaV77rlHNptNUuNbSO2La/fu3YqOjlavXr30l7/8RWlpadqxY4fOPPNM/e1vf9P333+vhQsXymq16rrrrtNVV12lDz74QI8++qiKi4s1atQozZo165is7iCBAQAAAABtiGEYKvviNUmSI+tkxQ06U1EnncLqC+AoWaLiFDdkXFCZ0+lUXU6Oonv3VlRU1MH7OmIVd/LZh72HI2NA0HXqFfcFXXvKdstTtluOjIGHfWPN1j5dXX79YIPy+GHnqXbbWnnK9shXXaqaDcvkd9fJbI+SvVOWqlZ/LndRftBWWK7cVftjzBqspNMvk71Dt8M+z+H4a2vk2r5eluh42VNP4rwOAJLqX8sUvvAH1e3YGLIY7F16KfWK+47499Knn36qm266SRMmTNBtt92m3NxczZ49W7t27dKjjz4aaPfHP/5REyZM0GOPPaavvvpKs2fPVnx8vC699FJNmjRJu3fv1oIFC/T8889LkmJiYg5533vvvVcXXnihJk+erNdee02///3vtWHDBm3evFl/+tOfVFBQoAceeEBpaWkNtqXa55133tEjjzyim266SYMGDVJVVZVWrFihmpqaoHZz5szR2WefrUceeUSffPKJHnjgAZWWluqbb77RHXfcoerqat133336+9//rr/85S9H9P1rDhIYAAAAANCG1G5bK3dRvkzWSLX/+U2yOGJDHRKAFmJN7Chr4tFtHWIymeTo1l+Obv0lSYmnTg6qjxt8lsqWviFLVJwcGf3rzwzZ8p0Mn1fukh1ybV2pnVt/kDWpo6TG39izdcxQ4qmTZWvXpdF6v9etyu8WqfyrN+V3Vdffd8g59Qeo/4TZHqWo7kPY0go44bTNhObjjz+uQYMG6eGHH5YkjRkzRg6HQzNnztTGjfsTMiNGjND06dMlSaeeeqr27t2rp556ShdffHFgmyiz2axBgwY16b7nnHOOpk2bJkkaMGCAPv74Y33wwQf6+OOPZbXW//785ptvtGjRooMmMFavXq2ePXvq+uv3r0YcO3Zsg3aDBg3SXXfdFXiOxYsX66WXXtJnn32mxMT6FYgbN27UG2+8QQIDAAAAABCsatVnkqSY/mNIXgA4YvbU7uo4+c6gssQx9UkOT+kulf7vP6pZ/6U8pbsa6/5ju0LV5CyTJap+6xBzZJSie4+S2Rqpmg1fy128XcaPW3GZrHYZnrpDHqBuirDJbD/ECpeYREX3HqnIzj3qz/ZgJQfQpplMJqVecV+b20KqpqZGOTk5gcTEPuPHj9fMmTO1YsUKZWXVJ2rPOuusoDbjxo3Tu+++q927dys1NXhLwKYYPXr/eU+xsbFKSkrSKaecEkheSFK3bt20fPnyg47Rp08f/fvf/9b999+vs846SwMHDgzq39i9LBaL0tLSZDKZAsmLffeqrKxUTU2NoqOjj/h5jgQJDAAAAABoI/xul2o21v9hGjvg9BBHA+B4Y03qpA4X/k6e034pX3VZo238Hrcqv/tQzs3fyldTLkny1ZSrfOkbQe0ssclKHHOxYgecpuq1S1STs0yGYfxkNEPu3bny1VTId8DZIz/lqymXe0+epPpkhyNjgOypJ0kHvPloTeqk6J7D2U4PaCNMJpNMtshQh3FEqqqqZBiGkpOTg8pjY2Nls9lUUVERKPvp4dnt2rWTJBUXFzcrgREbG/yhFZvN1uD8CavVKrf74L9LL7roItXU1Oi1117Tc889p9jYWF1wwQW6/fbbFRm5/2fx03tZrdYG2yjuS3zU1dWRwAAAAAAA1HMX75DhqZMlOqH+zTsAaAWH28oqKnOgPOVF8tc5JcNQ7Y4Nqi3IkSTZ2qUpqvsQ2VLSAttCxQ44/aBJV8PrCTrIvAG/T6681aotyJEzb5UMr1vOzd/Jufm7hnG366Kok05RVNZg2TtmNqg32Rys3gDQbLGxsTKZTCotLQ0qr6qqktvtVnx8fKDsp21KSkokSSkpKa0f6EGYzWZNmTJFU6ZM0Z49e/TBBx/o4YcfVmJion7729+GLK7DIYEBAAAAAG2Er2qvJCkioT1vwgEIKWtC+8DX9o4Zij/l3GaNY4qwHvbA8PqzMy6Uv7ZG7pICVecsk+GuDdQbfp+cm76Rp2SHKkp2qGLZO43HnJQqR8YARXU/Wbb2++9pjoqV/H75a2sCMe3bHgsA9omOjlbv3r21aNEiXXnllYHyDz/8UJI0ZMgQlZeXS5I+/vjjoG2kPvroI7Vv314dO9Ynhw+3WqK1dejQQVdffbUWLFig3NzckMXRFCQwAAAAAKCN8O5LYMQmH6YlABx/zJHRiuzSS5FdejWo87mqVfXDJ6rbtVU1m76RfN4GbTylhfKUFh7yPI59ItN6K+KAJE1jLNEJiu41Uma746BtIuJTZLbaD3s/AG3DtGnT9Nvf/la33367zj//fOXl5Wn27NkaN26cevbsGTiD4uuvv9bf/vY3jR49Wl9++aXeffddzZw5U2azWZKUlZUlr9er559/XoMHD1ZMTIwyMxuuHGtJM2fOVFxcnAYNGqS4uDh9//332rBhgy699NJWve/RIoEBAAAAAG2Et/LHBEYcCQwAOJDFEaOEkRdIql+RIb8/qN7vrlX1ui9UtztXNRu+luH1/FhxYKLDJJnNkt9XvyXWj9tiHUrF1+8est4cFaf2502T2fHjgedWm6wp6ayiA9qoM888U4888oieeOIJ3XDDDUpISNDkyZN12223BbX785//rFdffVX/+c9/FB0drZtvvlm/+tWvAvWnn366fvnLX2ru3Lnau3evhg4dqhdffLFVYx88eLBee+01vf7663K5XEpLS9OMGTM0adKkVr3v0TIZDU9QwkGsWbNGktS/f/8QR9J6nE6ncnJy1Lt37waHswCtjfmHcMFcRCgx/xAOmIfha887s1WzbqmSxk5RwvDzQx1Oq2EOIlwwF49/huGXc9O3Mtki5eg2QCaTSe69hXJt/V7GT5IgQfw+ufJWqe7Hw8UbHdvrkeGpa1BuTeokS1y7Q8YVEZOoiMyTVbBrj9K7dlN8tz4y25mDCI2j+V1YW1urvLw8ZWRkBB0Ufbxavny5rrjiCr3xxhvH9XvIh3O4n/uRvM/OCgwAAAAAaCN8lWwhBQAtyWQyK7rn8KAyW3KqbMmph+2bMOrCQ9b7XNUqXvCE3Hvyfywx5K0qk6d0lzyluw4f3NolipVU9q1UbnPI3qGbonoOk7dsj+oKt+xvZzbLkTFA9g6Z0k8XdpjMiuzcQ5boeAFAW0QCAwAAAADCkOH3qWbTNzLcdTLbHYrKOnn/GRhsIQUAYc/iiFHHSdODynw1FXJtWysZB1/dYfh9cuWuUu3uPNXW1srmd8vvrFBtQU791laNqNu56aDjmax2tRt3jWIHniH33p2q27lZ1qROiuzSs3kPBgDHEAkMAAAAAAgThmHIlbdalqg4Va/7ImhvdZM1MrAVCSswAKBtskTHK6bP6MO2i+1/WmDbnl49e8q8N1+1OzbJlbtSZnu0ovuMCmwp5avcq5qNX8vfyHZVvpoKect2q3jBkyr9/N/yVZcF6hzd+svWKUvOjcsls0XJZ05RVPeTW+5hgRPQ8OHDtXHjxlCHcVwhgQEAAAAAYcDvdmn3aw+odtvaoPLIrv3kLt4uv7NSkmSJaydLbFIoQgQAhIDJbJajaz85uvZT4uiLGm0TN2Rco+WGYWjv4mdV+d2HgeSFrX03uUt2yJW/Rq78NYG2u1/9qyIS2iumz2jZU3soqscpMpnMLf9AAHAESGAAAADghOfx+uT1GZIkm9Uij8end5ds1btLtqrK6WnWmGaTFO2wqtbtk8dbv02Ewx4hk0ly1noD7WxWi8YOTdNFp5+kdgkOWcw/3bxaqvP45PfXxxdps8hvqNF2JyrD75Ph88pstR+ynd/rlvw+mSxWmSwRMgy/JJNMpiP7XhqGIcNTK0nyVZfLuWWFonuPUsQhkgr77n0gV+5qFX/4z0BiojHRfbPV4YJb5fe65SnZKcmQNbGTTGbLEcUMADgxmUwmtRt3jeKHTZS/zimzI0bW+PbylO9RxfIF8jkr5Ejvo5rN38m1daW85UUq/+ptSZKtY6bajbtG9o6ZMvxeyTDk3LoycKaHvXMPObr2a3juxk9jMEfIFGFt5SdFuDMMI9Qh4BhqyZ83CQwAAACc0D5Ymqv576+T23vwvaibw2+oQfLDVedt0M7t8WnhV/la+FW+4qJtmnTmSTp1UGeZTCYZhqF/f7RRH3+zTfv+BrCY68t7dk3SZef2Upf2sUHjJcbaZTKZVOv2KtJ2/L/c91aWaMezd8jvrFLswNMV1WNY/adJf7K3uLe8SM6tKyXDL5PVrqisk1VbkCOTLVKOjAFBCQFLVLyi+4ySNaGDTJbg76FzywqVLJ4vb9nuoPKqNf9Tx8kz1Ni7OJUrF6v8yzcbJDAaY46KU4f/u0O129crIi5ZMf3G1JdH2GTvmNHUbwsAAEGsiR2DrxM6qN24Xweu44acI095kVxbv5erIEfOzSvk3p2rwufvOvqbm8yKOmmIIuLaHbKZJSZJMb1HymSNlCUmntUfxwmrtT555XQ65XA4QhwNjhWn0ylp/8//aBz/f9EAAAAAB7F2a4n++faaRuvaJzp0xfg+GnDSof/YPpiKareWrdmlPt2SlN4pVn6/oRUbiuTx+DSsbydFRNS/0b19V5VeXJSjjdvKVFnj1rPvrdOz76076Li+H1di5OSX6g9PfdWgPtJmUVaXBK3L3aueXRPVOSVGkpTVOV7nj8lq1rOEs5oNXwdWMFSt+kxVqz47bB/DU6eaDct+HECq+kkyQpLKlrwisyNWjsyB+5MYfr+q1y1t9OBV9+5cbX/02iOOP6b/aUo64zLtS3xYIqNlirDKkd7niMcCAOBoWBPayzrkHMUNOUc+Z6WK3p0jV+6qoDbmyBhF9xwuw+9TzYavAysSD8nwy7np2ybFUPb5y5KkiIT2ikzrLTWyStLeMav+wwcRNkXEpxzxSkocWxaLRQkJCSoqKpIkRUVF8TM7jhmGIafTqaKiIiUkJMhiOfpVwyQwAAAAcML6em39G9fZA1N1y6Unq7bOqzmvrFRlTZ3uunKYkuOb/ymxxNhIdesUF1R29vCujbYb2CNFtXVeffHDTr36ySYVl7sC9bFRVl1/4QAN69tRbo9PS1cVymoxaeP2cv13RUFgeypJ8vsN1bp9Wpe7V5K0cVuZNm6r3+/68xUFGjssXVGR4bGFg+HzyF1U0GgyoKkssUly5a2WJFlT0uSrqZDh9Si618gG2zmZzBZFdT9Z1pQ01eavVe3OTYqITZTh88rnrDogML9c+WtUV7hZfleVatYtbXDf6D6j1W7ctTJZbZLJJOeG5Spe+JQMb+PbjZlskUoac7FiB5/1kwqTzBG2Zj8/AACtxRIVpw6/mK6qVf+VvVOWbO3TJUkmS0Rg1aIx8QYZvoarS3/KvSdfztwfJP8h/p9v+OTc+oPcRdskwy9veZGqy4sabVq9+vPA17b2XRXxk9UlkZ17KDK971G9SW6KsMqaksYqkBbSsWP9z2hfEgPHv4SEhMDP/WiRwAAAAMAJa31e/Rv9w/t1kt1qkd1q0T3XjAhJLJH2CJ01vKvOaiTJsY/datG5I7tJksYO66rf/mJgUP2Ooir9/aUV6pAUpbOHd9XO4mp5f0xwZKTGh03yQpL2vPmQnJu/a7Hx2p9/k+wdM5vUNuqkIYo6acgh2xh+n2pylslbWRJUbolNUkzvUUFbS8X0O1Ux/U498qABAAhjZqtd8aecc9B6k9nSpDOZIrv0VGSXnodtl3T6ZZIkv9ul6nVL5a+tadDGX+dUTc4y+ZwV8tfWyF20rT7pcQDnxuWHvVdTRCR2lDWhw+HbxSUruueI+g82HIQ1KVWW2CS5d22V4ffJntq9yedZeUp3yWyPkiU6vsmxhxuTyaROnTqpffv28niad74c2g6r1doiKy/2IYEBAACAE86OoioV7KnS1p0VkqQ+GQc/fLkt6dI+Vo/87rTA9Sm9D/9HdygYPm9g5YQlNklqzqcbfV75asrrx4hrJ1uHbi0XoOrflInpm92iYwIAgMMz2xyK++mqxQMknfZLSZK3qkzOrSsk3/4zpny1NarJ+Uo+V9XBujeJr7pc3rLdDc68OpjDbmFptsgSnSBfVf2HZ6xJqYofeYEsUXEH72P4Vb3+S9Ws/1Imi7V+FcwBr5ksMYn1H6qwRTboaomKlb1zz7DbqslisbToG9s4MZDAAAAAwAnD5zf09Nur9eFX+YGydvGRap8YFbqgTkDu4u0yvG6ZI6OVfuPcZv9xXbc7V+6SHYrs0pMtHgAAOMFExCYqbtDYBuWJoy866rF9ziq58lfL8PsO09Ar55bv5d6746BNDE+dvOVF8lXtlclilcwWeUoLVfLBk02Ox/B5VLdra4Ny56ZvDtrHEpsksz1KMpkU2aW3ItN6NXqmSFO46+pkKyyUS6Xy2e3NGgOSI623IuJTQh1Gm0MCAwAAAMeNolKnnvtgvXLySyXV/40W47Cqzu2T2+uX1+dXeVWdJCkjNU6RtgiNH50RypCPmbrCLarbtUX21B6yd9q/1VLdnnzV7dggv7tWNRu+lre6TDKZ5YhPl9O9U15b085osLXvWn/YZhNjkSR7p6yj+mSgvWNmk7eNAgAAaCpLVKxi+oxuUtvYgWcctk3drlx5q0sV2bmHTJYIlS9/X668VZJhHLJfRFw7JYz+PxmeOvmclfsr/D45c1fJXZTfsJPfL3fxdvmqSuWrqn9N7CkuUNXKxU16noOJllSx+qiGOOHZ2qery7WzQx1Gm0MCAwAAAMcFj9enmXO/0s7i4P2Si8tcQdcWs0m3XnqyfnZyl2MZXkgZfp8K//0nGXVOSZLJ5pDJbJZhGIGyn4qsKFLl9iM7o8JkjZSpCdsCGB63JMneqfsRjQ8AANAW2Ttlyq79H7pIGnOxNObioxozutfBz23zOSsDZ4P4XFWqWf+V/Ad5zdcUPp9PNTU1io6OZguooxDdZ1SoQ2iTSGAAAADguPDGp5u1s7hG8TE2/e6XQxQXZVOl062vVhcqq0uCuneJl0kmJcdHKjGu4V7BxzOT2aKkn10i56Zv5dq2Tobbpf2f9zMpsmtfmSOjZe/QTY7MQaop2qHilf9VbHRUk/5INTxuufLXyPDUymjyuYwmRXU/9EHaAAAAOHKWqDg5uvUPXMf0Pro3zp1Op/bk5Citd29FRbH1Ko4tEhgAAABo06pdHv1n8Qa9tyRXknT9BQN0cs/2gfoDvz6RxQ+doPihE+SrqZCvdv8qFUtktCzR8UFt/YldVOOPV/oR/JHqc1UHb21wGI3dFwAAAAAORAIDAAAAbcr3G4u09IedgS2DNxeUadvuKkn1yYrsQakhjC78WaLjWyVxYHHEyOKIafFxAQAAAJy4SGAAAACgzXDWevTgi9+pxhW8T5HdZtHE0Rm64Gfdj+pQaAAAAABA+CCBAQAAgDZj0bJtqnF51DE5SmcP7yqp/lDuUQNS1TE5OsTRAQAAAABaUlglMC6//HJ98803jdb94x//0IQJEyRJr7/+up555hkVFhYqIyNDt956q04//fSg9lVVVbr//vv1ySefyOPx6NRTT9Xdd9+t9u3ZAxkAAKAtMgxDi5blS5ImndkjkMAAAAAAAByfwiqBcc8996i6ujqo7Pnnn9fixYs1cuRISdIHH3ygP/7xj5o6dapGjBihhQsXatq0aXr55Zc1aNCgQL9bbrlFW7Zs0b333iu73a45c+bo2muv1ZtvvqmIiLB6bAAAADTB+rxS7dpbI4fdojGDOoc6HAAAAABAKwurd/K7d+/eoOy2227T6NGjlZSUJEl69NFHNWHCBN1yyy2SpBEjRmjTpk164oknNG/ePEnSypUrtXTpUj377LPKzs6WJGVkZGj8+PFavHixxo8ff2weCAAAAC2its6r5xaskySNHtBZkfawehkLAAAAAGgF5lAHcCjff/+9duzYofPOO0+SVFBQoPz8fJ177rlB7caPH69ly5bJ7XZLkpYsWaK4uDiNHj060CYzM1O9e/fWkiVLjt0DAAAAoEW8+d8t2rCtTDEOq/7vjIYfegEAAAAAHH/C+qNrCxYsUFRUlM4880xJUm5urqT61RQHysrKksfjUUFBgbKyspSbm6uMjAyZTKagdpmZmYExmsswDDmdzqMaI5y5XK6gfwPHEvMP4YK5iFBi/jXk9xv65JttkqSrJvRUUozluH49Fg6Yhwg15iDCBXMRocT8Q7hgLqKlGYbR4L37gwnbBIbX69WHH36oM844Q1FRUZKkiooKSVJcXFxQ233X++orKysVGxvbYMz4+HitXbv2qOLyeDzKyck5qjHagvz8/FCHgBMY8w/hgrmIUGL+1fMbhhZ+W66SilrZrSbFWcqUk1Me6rBOGMxDhBpzEOGCuYhQYv4hXDAX0ZJsNluT2oVtAuPLL79UaWmpJk6cGOpQglit1kbP6jheuFwu5efnq1u3bnI4HKEOBycY5h/CBXMRocT8C7ZszW59t2WnJOm87AwN6JcV4ohODMxDhBpzEOGCuYhQYv4hXDAX0dK2bNnS5LZhm8BYsGCBEhISAodwS/UrKCSpqqpKKSkpgfLKysqg+ri4OO3evbvBmBUVFYE2zWUymQIrQo5nDofjhHhOhCfmH8IFcxGhxPyrt2T1HknSuBFddcWEfk1eZoyWwTxEqDEHES6Yiwgl5h/CBXMRLeVI/q4Ly0O8a2tr9cknn+icc86R1WoNlGdmZkpSg3MscnNzZbValZaWFmiXl5cnwzCC2uXl5QXGAAAAQPjy+w3Nf3+dvt9QJEm68LTuJC8AAAAA4AQTlgmMzz77TE6nU+edd15QeVpamrp166ZFixYFlS9cuFAjR44M7Js1ZswYVVRUaNmyZYE2eXl5Wr9+vcaMGdP6DwAAAICj8sLC9Xr78/plxeNGdFXnlJgQRwQAAAAAONbCcgup999/X6mpqRoyZEiDuhtvvFG333670tPTNXz4cC1cuFCrV6/WSy+9FGgzePBgZWdn66677tL06dNlt9s1e/Zs9ezZU2efffaxfBQAAAAcoVq3V+8uqV9xe9PkQTpreNcQRwQAAAAACIWwS2BUVFToiy++0JQpUxrdJmDixIlyuVyaN2+e5s6dq4yMDD3++OMaPHhwULs5c+bo/vvv18yZM+X1epWdna27775bERFh98gAAAA4wPrcUnl9frVLcGjssPRQhwMAAAAACJGwezc/Pj5ea9euPWSbSZMmadKkSYdsExsbq1mzZmnWrFktGR4AAABa2Q+biyVJg05K4dwLAAAAADiBheUZGAAAADhxrdlSn8AYeFK7EEcCAAAAAAglEhgAAAAIG26PT3mFlZKk3hnJIY4GAAAAABBKJDAAAAAQNvIKK+TzG4qLtql9oiPU4QAAAAAAQogEBgAAAMLG5oJySdJJaQmcfwEAAAAAJzgSGAAAAAgbG7eXSZJOSksMcSQAAAAAgFAjgQEAAICw4PMb+n5DkSSpf3fOvwAAAACAEx0JDAAAAISFDfmlqqxxK8ZhVV8O8AYAAACAE15EqAMAAADAickwDK3N3avdJTWSpP+u2CFJGtqngywWPmcDAAAAACc6EhgAAABoVf/7fode+3STKmvcQeUer181Lk9QWaTNogtP634swwMAAAAAhCkSGAAAAGgV9Wda7NFDL684aBtrhFl9M5IVEWGW3WrRz8dkKSM1/hhGCQAAAAAIVyQwAAAA0OLmvrNG73+RG7g+bUgXXfiz7jKbTUHtkuMjFRtlO9bhAQAAAADaABIYAAAAaFHOWo8+/Co/cJ3WIUa//b+BirTz0hMAAAAA0HT8FQkAAIAWtXJjsbw+vzq1i9ZDN41RtMMqy09WXgAAAAAAcDgkMAAAANCi/ruiQJI0ol8nxUWzPRQAAAAAoHlIYAAAAKBF7Cl16u8vfqeN28tkNklnnJIW6pAAAAAAAG2YOdQBAAAA4Pjw+fcF2ri9TJJ0/pgsdesUF+KIAAAAAABtGQkMAAAAtIhqp0eS1KV9jK6c0CfE0QAAAAAA2joSGAAAAGgRNa76BMZpQ7rIYuFlJgAAAADg6PCXJQAAAFpETW19AiMm0hriSAAAAAAAxwMSGAAAAGgRTpdXkhTlIIEBAAAAADh6JDAAAADQIqp/XIERTQIDAAAAANACSGAAAACgRTh/PAMjmi2kAAAAAAAtgAQGAAAAWsS+MzCiIiNCHAkAAAAA4HhAAgMAAAAtoubHMzDYQgoAAAAA0BJIYAAAAOCouT0+eX1+SWwhBQAAAABoGSQwAAAAcNRqfjz/wmSSHHa2kAIAAAAAHD0SGAAAADhqgfMv7BEym00hjgYAAAAAcDwggQEAAICj5qzl/AsAAAAAQMtifT8AAACazTAM1bl9KquslSRFcf4FAAAAAKCFkMAAAABAsxiGobue+lJrt+4NlLECAwAAAADQUthCCgAAAM1SU+sNSl6YTNIpvTuEMCIAAAAAwPGEFRgAAABolv3bRkXo+XvGyWwyyWa1hDgqAAAAAMDxggQGAAAAmqW8qk6SlBgbqUgbLysBAAAAAC2LLaQAAADQLIEERpw9xJEAAAAAAI5HYZnAePvtt3XBBReof//+Gj58uK655hrV1tYG6j/77DOdf/756t+/v8aNG6c333yzwRhut1t/+9vfNHr0aA0aNEhXXXWVcnNzj+VjAAAAHNfKqupfnyXGRoY4EgAAAADA8SjsEhhPPfWU/vKXv2j8+PF69tln9ec//1ldunSRz+eTJH333XeaNm2aBg0apHnz5uncc8/VH/7wBy1atChonPvuu0+vv/66br31Vj322GNyu9268sorVVVVFYrHAgAAOO6U/bgCIyGWFRgAAAAAgJYXVpsV5+bm6vHHH9eTTz6pn/3sZ4HycePGBb5+6qmnNGDAAP35z3+WJI0YMUIFBQV69NFHdc4550iSdu/erTfeeEP33HOPfvGLX0iS+vfvr9NPP12vvPKKrr322mP4VAAAAMen/SswSGAAAAAAAFpeWK3AeOutt9SlS5eg5MWB3G63li9fHkhU7DN+/Hht3bpVO3bskCQtXbpUfr8/qF1CQoJGjx6tJUuWtN4DAAAAnEDKAod4k8AAAAAAALS8sFqBsWrVKvXo0UNPPvmkXnzxRVVVValfv36aMWOGBg4cqO3bt8vj8SgzMzOoX1ZWlqT6FRxdunRRbm6ukpOTFR8f36DdG2+8cVQxGoYhp9N5VGOEM5fLFfRv4Fhi/iFcMBcRSuE8/+rcPtW6fTJkaEtBhb7fUCRJcthMx/XroxNROM9DnBiYgwgXzEWEEvMP4YK5iJZmGIZMJlOT2oZVAqO4uFhr167Vpk2bdM8998jhcOif//ynrr76ai1evFgVFRWSpLi4uKB++6731VdWVio2NrbB+HFxcYE2zeXxeJSTk3NUY7QF+fn5oQ4BJzDmH8IFcxGhdCzmn9dn6IfcGu3c61Zail2DM6MO+iJyR0mdnvu0WF5fw7qq0kLl5BS3crQIBX4PItSYgwgXzEWEEvMP4YK5iJZks9ma1C6sEhj7Vjc88sgj6tWrlyRp4MCBOuOMM/TSSy8pOzs7xBFKVqtV3bt3D3UYrcblcik/P1/dunWTw+EIdTg4wTD/EC6YiwilYzX/at0+zXr+e23cXi5JWpnrVH6JSVGR1kbbb9lRFZS8cNgtGtG3g3p3S9SYwamtFidCg9+DCDXmIMIFcxGhxPxDuGAuoqVt2bKlyW3DKoERFxenhISEQPJCqj+7ok+fPtqyZYsmTJggSaqqqgrqV1lZKUmBLaPi4uJUXV3dYPzKysoG20odKZPJpKioqKMaoy1wOBwnxHMiPDH/EC6Yiwil1px/Hq9PD7y4XBu3lysqMkK9uyVpxYYird5aesh+sVE2PTX9DMXHcObFiYLfgwg15iDCBXMRocT8Q7hgLqKlNHX7KCnMEhjdu3fX9u3bG62rq6tTenq6rFarcnNzdeqppwbqcnNzJSlwNkZmZqZKSkpUUVERlLDIzc1tcH4GAADAieat/27Ryk3Fstss+tN1I9Wra5LWbi3Rtl2Vh+w34KQUkhcAAAAAgGMmrBIYp59+ut566y3l5OSod+/ekqSysjKtW7dOV155pWw2m4YPH66PPvpIU6ZMCfRbuHChsrKy1KVLF0lSdna2zGazFi9erEmTJkmqPx9j6dKluuGGG479gwEAAISRr9ftliRdc34/9eqaJEnql9VO/bLahTIsAAAAAACChFUCY+zYserfv79uuukm3XrrrbLb7Zo7d65sNpt++ctfSpJ+85vf6IorrtC9996rc889V8uXL9eCBQs0e/bswDgdO3bUL37xCz344IMym83q0KGDnn76acXGxuqSSy4J1eMBAAAcE9VOt75Zv1tmk0nD+3WSw77/JV+V062tO8olScP6dgxRhAAAAAAAHF5YJTDMZrPmzp2r+++/XzNnzpTH49Epp5yil19+WSkpKZKkU045RY899pjmzJmjN954Q6mpqbrvvvt07rnnBo119913Kzo6Wg8//LBqamp08skn61//+pdiY2ND8WgAAACtYktBudbmlqjW7dNXqwtVUl6rmlqP/H5DkhRhMclh338wt8/vl2FI6R1jlRQXGaqwAQAAAAA4rLBKYEhSUlKS/v73vx+yzZlnnqkzzzzzkG1sNpumT5+u6dOnt2R4AAAAIef2+PTPt1ZryQ87Vef2NdqmU7toebx+lZS7VOV0N6g/dVDn1g4TAAAAAICjEnYJDAAAABzagqV5+vib7ZIks0ka3LO94qJtSusQq1N6d5DdalHH5GgZhqFde2tkGMH9rRFmdUiKCkHkAAAAAAA0HQkMAACANmZzQZkk6axh6br6/H6KcVgP0tKkLu3ZPhMAAAAA0DaZQx0AAAAAjsz2PVWSpFEDUg+RvAAAAAAAoG0jgQEAANCGeLx+7SyqllR/EDcAAAAAAMcrEhgAAABtSGFJtXx+Qw57hFISHKEOBwAAAACAVkMCAwAAoA3JK6yUJKV3iJXJZApxNAAAAAAAtB4SGAAAAG3Id+v3SJL6ZiaHOBIAAAAAAFpXRKgDAAAAgLRlR7nWbt0rj8etPXuqlFu2TdFRkRrZv5MSYyMlSV6fX9/l7JYkjejXKZThAgAAAADQ6khgAAAAhJjfb2jm08tU5XQfUFohSXrqzdWyRZiVHO9QQqxdNbVeJcTY1aNrYmiCBQAAAADgGCGBAQAAEGJ7K2pV5XTLbDZpZL8OqqyoUFx8vHYWO5W/q1Jur1+79tZo194aSdJV5/WRxcz5FwAAAACA4xsJDAAAgBArLKmWJHVMitJNk/orJydHvXv3lsPhUGllrdwev1Zs2KPtu6s0pFd7DWf7KAAAAADACYAEBgAAQIgVltSvrOjULjqo3GQyKTneIUmamJ15zOMCAAAAACCUzKEOAAAA4ES368cERmpKTIgjAQAAAAAgfLACAwAAIAS27ijXfxZvVE2tR2u37pUkpf5kBQYAAAAAACcyEhgAAADHSI3Lo7nvrNG23ZUqLK6Rq84bVJ/ajhUYAAAAAADsQwIDAACgFe2tcGnV5mLVefxavHybthSUB+p6pCfogjHdtT5vr0qratUvK1leT13oggUAAAAAIIyQwAAAAGgl/11RoMdf+0Furz9QFhUZod/+YqDiY+zqm5msCItZpw7uHKj3ekIRKQAAAAAA4YcEBgAAwFEo2FOlr9fukt9vSJJcdV59tXqXSqtqVef2SZK6doxVSmKUUhId+r/TT1KHpKhQhgwAAAAAQJtAAgMAAKCZFn6Vp6ffWq0fcxeNOndkN029aIDMZtOxCwwAAAAAgOMACQwAAIAjtLfCpf8s3qiPvt4mSeqf1U6pKdGB+ozUeA3umSKHLUKJcZGhChMAAAAAgDaNBAYAAMAR2LitVH98eplcdV5J0gU/y9LV5/WVycQKCwAAAAAAWhIJDAAAgCZw1nr05n+36N0lW1Xn9ql7WoKu/Xk/9clIDnVoAAAAAAAcl0hgAAAAHILb49PKjUV69r112rW3RpI08KR2+sNVw+Ww81IKAAAAAIDWwl/dAAAAB9i6o1yvf7pZe8qckqSiUqcqa9ySpKS4SE29qL9G9OvEllEAAAAAALQyEhgAgJDz+vxatblYvbomKdphDXU4CBMb8ksVYTGre1pCi4xnGIZeWbxRS37YKcOoL4uJssrt8cnt8QfaFJbUNOgb7bCqZ3qirr2gn7q0j22ReAAAAAAAwKGRwAAAhNyTb6zSx99sV2yUTROzMxQXbWty36Iyl5atKZTb41O0w6ZTB3VWbFR9EqRXtyR175LQIjEahqF1uXuVv6tSmZ3jG5x7YBiGVm8uUUFRlSqq3frih51y1XkajNO1Y5yG9O6g4jKXlq3dJavFpOyBnZUQa1fnlBgN6pHSpj7Z7/Mb+t/3BXr7862qrKlrUN+pXYyG9+0oa4S5QZ01wqKlq3Zq++7KBnUer6EqZ/2qh7homyIsh/+e2KwWjeqfqpRER6CsvLpOS38olKvOI7+//ropfja4i8ac3Flmk0kRFpN6ZyTLbrU0qS8AAAAAAGgZJDAAAMfU2q0lemnRBuXuLA+Uuep8kqQqp1v/Wbyx2WOXVtbp3x9tCCqz2ywyH+a9b7s1QiMHdFJKQv0b3263R8XFlfpi03p9m1Msj9cnn8+Q2+sP9LFFmGU54E11r8+Q54D6g8dYrJWbioPKXv1kU+DrCItZ1ghTg7i6dYrT0D4dDzn2xm2lmv2flSqtdDWo69w+VsN6d1BEI4mEA1nMJg3t01FpHfavMqjz+LTk+x3asqNcX63epTqPN1Dn89efEXHw563Tuty9h7zn4ezbvqkp3vp8yyHrzWaTpozvo55dE1XtdOvL1YXKSI3XSWkJgcRRcnykOiZHH1XMAAAAAADg6JHAAAAckvHjXjsHrgrw+w2ZD5cV+IniMpeefHOVvsvZ02j9hNEZ6t4lXis3Fsu/b3+fJrCYzTq5V4rSO8Zpfe5ebdhWJsMwVO3yaNXmYtW5D/7m+j6uOp8+/Cq/kZrglQERFrN6dUvUhvzS+mSGN7i1LcKsQT3ay26zqG9msnp1TQz6vtW6vfpq9S7trXApwmLWkF7t5arzau3Wvarz+LRyU7HcHp+8vsbj6pORpJ3F1UrrEKue6T8Zu86rz1YUyFn7k6B+tKWgXFsKyg/7vZCkfy1Y36R2+0Q7rPrFGSdp8E9Wj3i8Pi1ft1u7GtmSyec3tHpzsey2CN32q5MV42i46iY5PlJ+v6GyqsOvmjAMQ/m7KvX9xiL5/fvnj8lkUr+s5MD3KyHWrqS4yED98H6djuhZAQAAAADAsUMCAwAQxDAMlVfXKSrSKletV7fO+Z86JEXpxsmD9Om327Vqc7F2FlXr5ksGq0d6YoP+kbaIwDkWdR6fqn/cBuhvL3yrjdvLZDabNG54V00YnSHbj1vyWMwmpSQ6ZDKZNHZY12bH3r1Lgs4/4Lqiuu6gb+gHnleG8nZWauWm/W98e31elZeXKzkpUcP7dVbXjnGSpNhom2IcVlW7PKpqZFVAfIxNUZGHPsPjp1tPSdK5ozIkSc5ajyqq3Q3iqqxxa9maXVqfV/rjc+3V2q2Nr2rok5GkGycPksW8f6WF2+PTsrW7VFTqPGRskrSn1KnVW0oalLeLj9Tgnu11cq/2yuwcL5P2JyqS4iM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",
"text/plain": [
"<Figure size 1600x1000 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Holder dynamics:\n",
" gnosis: peak 737 holders, final 732, net change +728\n",
" optimism: peak 814 holders, final 723, net change +2\n"
]
}
],
"source": [
"holder_hist['date'] = pd.to_datetime(holder_hist['Date'])\n",
"\n",
"fig, axes = plt.subplots(2, 1, figsize=(16, 10))\n",
"\n",
"# Total holders over time\n",
"ax = axes[0]\n",
"for chain in holder_hist['chain'].unique():\n",
" subset = holder_hist[holder_hist['chain'] == chain].sort_values('date')\n",
" ax.plot(subset['date'], subset['Holders'], label=chain, linewidth=1.5)\n",
"ax.set_ylabel('Total Holders')\n",
"ax.set_title('TEC Token Holders Over Time')\n",
"ax.legend()\n",
"\n",
"# Net holder changes\n",
"ax = axes[1]\n",
"for chain in holder_hist['chain'].unique():\n",
" subset = holder_hist[holder_hist['chain'] == chain].sort_values('date')\n",
" colors = ['#2ecc71' if c >= 0 else '#e74c3c' for c in subset['Changes']]\n",
" ax.bar(subset['date'], subset['Changes'], color=colors, width=1, alpha=0.6, label=chain)\n",
"ax.axhline(y=0, color='black', linewidth=0.5)\n",
"ax.set_ylabel('Net Holder Change')\n",
"ax.set_title('Daily Net Holder Changes (+ = new holders, - = leaving)')\n",
"ax.legend()\n",
"\n",
"for ax in axes:\n",
" ax.xaxis.set_major_formatter(mdates.DateFormatter('%b %Y'))\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(f'{DATA}/../snapshots/holder_growth.png', dpi=150, bbox_inches='tight')\n",
"plt.show()\n",
"\n",
"net_change = holder_hist.groupby('chain')['Changes'].sum()\n",
"print(f'\\nHolder dynamics:')\n",
"for chain, change in net_change.items():\n",
" peak = holder_hist[holder_hist['chain'] == chain]['Holders'].max()\n",
" final = holder_hist[holder_hist['chain'] == chain].sort_values('date')['Holders'].iloc[-1]\n",
" print(f' {chain}: peak {peak} holders, final {final}, net change {change:+d}')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 7. DEX Volume & Liquidity"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"execution": {
"iopub.execute_input": "2026-04-03T21:30:49.321795Z",
"iopub.status.busy": "2026-04-03T21:30:49.321389Z",
"iopub.status.idle": "2026-04-03T21:30:50.247496Z",
"shell.execute_reply": "2026-04-03T21:30:50.245619Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_56299/1410140200.py:3: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n",
" dex_all['month'] = dex_all['date'].dt.to_period('M').dt.to_timestamp()\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1600x1000 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"DEX Activity:\n",
" Total trades: 26107\n",
" honeyswap: 20404 trades\n",
" velodrome: 5703 trades\n"
]
}
],
"source": [
"# DEX trade volume over time\n",
"dex_all['amount_usd_num'] = pd.to_numeric(dex_all['amount_usd'], errors='coerce')\n",
"dex_all['month'] = dex_all['date'].dt.to_period('M').dt.to_timestamp()\n",
"\n",
"dex_monthly = dex_all.groupby(['month', 'project']).agg(\n",
" trade_count=('block_time', 'count'),\n",
" volume_usd=('amount_usd_num', 'sum'),\n",
").reset_index()\n",
"\n",
"fig, axes = plt.subplots(2, 1, figsize=(16, 10))\n",
"\n",
"# Trade count\n",
"ax = axes[0]\n",
"for project in dex_monthly['project'].unique():\n",
" subset = dex_monthly[dex_monthly['project'] == project]\n",
" ax.bar(subset['month'], subset['trade_count'], width=20, alpha=0.7, label=project)\n",
"ax.set_ylabel('Trade Count')\n",
"ax.set_title('Monthly DEX Trade Count')\n",
"ax.legend()\n",
"\n",
"# USD Volume (where available)\n",
"ax = axes[1]\n",
"vol = dex_monthly[dex_monthly['volume_usd'] > 0]\n",
"if len(vol) > 0:\n",
" for project in vol['project'].unique():\n",
" subset = vol[vol['project'] == project]\n",
" ax.bar(subset['month'], subset['volume_usd'], width=20, alpha=0.7, label=project)\n",
" ax.set_ylabel('Volume (USD)')\n",
" ax.set_title('Monthly DEX Volume (USD)')\n",
" ax.legend()\n",
"else:\n",
" ax.text(0.5, 0.5, 'USD volume data not available for most trades',\n",
" transform=ax.transAxes, ha='center', fontsize=12)\n",
"\n",
"for ax in axes:\n",
" ax.xaxis.set_major_formatter(mdates.DateFormatter('%b %Y'))\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(f'{DATA}/../snapshots/dex_volume.png', dpi=150, bbox_inches='tight')\n",
"plt.show()\n",
"\n",
"print(f'\\nDEX Activity:')\n",
"print(f' Total trades: {len(dex_all)}')\n",
"for project in dex_all['project'].unique():\n",
" n = len(dex_all[dex_all['project'] == project])\n",
" print(f' {project}: {n} trades')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 8. The 500K Whale — Largest ABC Participant\n",
"\n",
"Wallet `0xf5dcd98a...12f35497` made a single 499,803 xDAI purchase on Jan 31, 2022 — the largest ABC buy in TEC history, representing 46.5% of all ABC buy volume. This section traces their complete entry/exit trajectory and tribute contribution."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"execution": {
"iopub.execute_input": "2026-04-03T21:30:50.250976Z",
"iopub.status.busy": "2026-04-03T21:30:50.250607Z",
"iopub.status.idle": "2026-04-03T21:30:51.618956Z",
"shell.execute_reply": "2026-04-03T21:30:51.616521Z"
}
},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1800x1200 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"500K WHALE DEEP DIVE (0xf5dcd98a1c99c2c65c62025cb23cfb6f12f35497)\n",
"=================================================================\n",
"\n",
"ENTRY (2 buys on Jan 25, 2022):\n",
" Total spent: 499,803 xDAI (incl 109,957 xDAI entry tribute)\n",
" TEC minted: 207,906 TEC\n",
" Avg price: 2.4040 xDAI/TEC (all-in)\n",
" This single purchase was 57.8% of ALL ABC buy volume\n",
"\n",
"EXIT (6 sells, May 2022 - Jun 2023):\n",
" 2022-05-16: 24,939 TEC @ 6.33 xDAI/TEC = 157,906 xDAI (exit tribute: 13,731)\n",
" 2022-06-06: 7,338 TEC @ 6.81 xDAI/TEC = 50,000 xDAI (exit tribute: 4,945)\n",
" 2022-11-01: 2,049 TEC @ 6.59 xDAI/TEC = 13,498 xDAI (exit tribute: 1,841)\n",
" 2023-02-12: 1,628 TEC @ 8.75 xDAI/TEC = 14,249 xDAI (exit tribute: 1,943)\n",
" 2023-05-01: 850 TEC @ 12.58 xDAI/TEC = 10,693 xDAI (exit tribute: 1,458)\n",
" 2023-06-09: 358 TEC @ 14.97 xDAI/TEC = 5,366 xDAI (exit tribute: 732)\n",
" Total received: 251,713 xDAI from 37,163 TEC sold\n",
"\n",
"TRIBUTE CONTRIBUTION:\n",
" Entry tribute: 109,957 xDAI\n",
" Exit tribute: 24,650 xDAI\n",
" Total: 134,606 xDAI to common pool\n",
"\n",
"NET POSITION:\n",
" Realized P&L: -248,090 xDAI (-49.6%)\n",
" TEC remaining: 170,743 (from ABC) + ~50,000 (from Hatch)\n",
" Current holder rank: #36 with 6,203 TEC\n",
" Implied disposal: ~214,540 TEC transferred/sold elsewhere\n"
]
}
],
"source": [
"# Whale analysis: wallet 0xf5dcd98a1c99c2c65c62025cb23cfb6f12f35497\n",
"import json as _json, datetime as _dt\n",
"\n",
"WHALE = '0xf5dcd98a1c99c2c65c62025cb23cfb6f12f35497'\n",
"\n",
"# Decode ABC events from cached RPC response\n",
"with open('/tmp/abc_wallet_events.json') as f:\n",
" rpc = _json.load(f)\n",
"events = rpc['result']\n",
"\n",
"BUY_TOPIC = '0x6e4172e8e5f0f61687be128a590196cf25641492f0c8924cdcbae1253e0f8ad1'\n",
"SELL_TOPIC = '0x1a4333c1f7bf9654d8e7a04772ec0d39d96908d91b0c2aba9ae8225985d0d205'\n",
"\n",
"whale_trades = []\n",
"for evt in events:\n",
" data = evt['data'][2:]\n",
" chunks = [int(data[i:i+64], 16) / 1e18 for i in range(0, len(data), 64)]\n",
" ts = int(evt['blockTimestamp'], 16)\n",
" dt = _dt.datetime.fromtimestamp(ts)\n",
" block = int(evt['blockNumber'], 16)\n",
"\n",
" if evt['topics'][0] == BUY_TOPIC:\n",
" # MakeBuyOrder: [tribute_amt, collateral_to_reserve, tec_minted, tribute_rate]\n",
" tribute = chunks[0]\n",
" collateral = chunks[1]\n",
" tec_minted = chunks[2]\n",
" whale_trades.append({\n",
" 'date': dt, 'block': block, 'action': 'Buy',\n",
" 'xdai_total': tribute + collateral,\n",
" 'xdai_net': collateral,\n",
" 'tec_amount': tec_minted,\n",
" 'tribute': tribute,\n",
" 'tribute_rate': chunks[3],\n",
" 'tx_hash': evt['transactionHash'],\n",
" })\n",
" elif evt['topics'][0] == SELL_TOPIC:\n",
" # MakeSellOrder: [tec_burned, xdai_returned, reserve_after, exit_tribute_rate]\n",
" tec_burned = chunks[0]\n",
" xdai_returned = chunks[1]\n",
" exit_rate = chunks[3]\n",
" exit_tribute = xdai_returned / (1 - exit_rate) * exit_rate\n",
" whale_trades.append({\n",
" 'date': dt, 'block': block, 'action': 'Sell',\n",
" 'xdai_total': xdai_returned,\n",
" 'xdai_net': xdai_returned,\n",
" 'tec_amount': tec_burned,\n",
" 'tribute': exit_tribute,\n",
" 'tribute_rate': exit_rate,\n",
" 'tx_hash': evt['transactionHash'],\n",
" })\n",
"\n",
"whale_df = pd.DataFrame(whale_trades).sort_values('date')\n",
"\n",
"# Effective price: for buys = total_xdai / tec; for sells = xdai_returned / tec\n",
"whale_df['effective_price'] = whale_df['xdai_total'] / whale_df['tec_amount']\n",
"\n",
"# Running P&L\n",
"tec_balance = 0\n",
"total_invested = 0\n",
"total_received = 0\n",
"records = []\n",
"for _, row in whale_df.iterrows():\n",
" if row['action'] == 'Buy':\n",
" tec_balance += row['tec_amount']\n",
" total_invested += row['xdai_total']\n",
" else:\n",
" tec_balance -= row['tec_amount']\n",
" total_received += row['xdai_net']\n",
" records.append({\n",
" 'date': row['date'], 'action': row['action'],\n",
" 'tec_balance': tec_balance,\n",
" 'total_invested': total_invested,\n",
" 'total_received': total_received,\n",
" 'pnl': total_received - total_invested,\n",
" })\n",
"pnl_df = pd.DataFrame(records)\n",
"\n",
"HATCH_TEC = 50000 # approx from Hatch genesis\n",
"\n",
"fig, axes = plt.subplots(2, 2, figsize=(18, 12))\n",
"\n",
"# Panel 1: Trade prices vs ABC market\n",
"ax = axes[0, 0]\n",
"buys_w = whale_df[whale_df['action'] == 'Buy']\n",
"sells_w = whale_df[whale_df['action'] == 'Sell']\n",
"# Size bubbles by xDAI amount (capped for readability)\n",
"ax.scatter(buys_w['date'], buys_w['effective_price'], c='#2ecc71',\n",
" s=[min(x/2000, 300) for x in buys_w['xdai_total']],\n",
" alpha=0.8, label='Buy', edgecolors='black', linewidth=0.5, zorder=5)\n",
"ax.scatter(sells_w['date'], sells_w['effective_price'], c='#e74c3c',\n",
" s=[min(x/500, 200) for x in sells_w['xdai_total']],\n",
" alpha=0.8, label='Sell', edgecolors='black', linewidth=0.5, zorder=5)\n",
"ax.plot(abc_sorted['date'], abc_sorted['price_per_token'], color='gray', alpha=0.3, linewidth=0.8, label='ABC market')\n",
"ax.set_ylabel('Price (xDAI/TEC)')\n",
"ax.set_title('Whale Trade Prices vs ABC Market Price\\n(bubble size = xDAI volume)')\n",
"ax.legend(fontsize=9)\n",
"ax.set_ylim(0, 3.5)\n",
"\n",
"# Panel 2: TEC balance over time\n",
"ax = axes[0, 1]\n",
"ax.step(pnl_df['date'], pnl_df['tec_balance'], where='post', color='steelblue', linewidth=2)\n",
"ax.axhline(y=0, color='black', linewidth=0.5)\n",
"ax.fill_between(pnl_df['date'], pnl_df['tec_balance'], step='post', alpha=0.2, color='steelblue')\n",
"remaining = pnl_df['tec_balance'].iloc[-1]\n",
"ax.annotate(f'{remaining:,.0f} TEC remaining\\n(from ABC buys)',\n",
" xy=(pnl_df['date'].iloc[-1], remaining),\n",
" xytext=(-80, 30), textcoords='offset points', fontsize=9,\n",
" arrowprops=dict(arrowstyle='->', color='steelblue'))\n",
"ax.set_ylabel('TEC Balance (ABC trades only)')\n",
"ax.set_title('Whale TEC Holdings from ABC Over Time')\n",
"\n",
"# Panel 3: Cumulative P&L\n",
"ax = axes[1, 0]\n",
"ax.step(pnl_df['date'], pnl_df['pnl'], where='post', color='#e74c3c', linewidth=2)\n",
"ax.fill_between(pnl_df['date'], pnl_df['pnl'], step='post', alpha=0.2, color='#e74c3c')\n",
"ax.axhline(y=0, color='black', linewidth=0.5)\n",
"ax.set_ylabel('Cumulative P&L (xDAI)')\n",
"ax.set_title('Whale Realized P&L (ignoring unsold TEC)')\n",
"ax.set_xlabel('Date')\n",
"\n",
"# Panel 4: Tribute contribution breakdown\n",
"ax = axes[1, 1]\n",
"buy_tribute = buys_w['tribute'].sum()\n",
"sell_tribute = sells_w['tribute'].sum()\n",
"total_tribute = buy_tribute + sell_tribute\n",
"bars = ax.bar(\n",
" [f'Entry Tribute (22%)\\n{buy_tribute:,.0f} xDAI', f'Exit Tribute (8-12%)\\n{sell_tribute:,.0f} xDAI'],\n",
" [buy_tribute, sell_tribute],\n",
" color=['#2ecc71', '#e74c3c'], alpha=0.7, width=0.5\n",
")\n",
"ax.set_ylabel('Tribute Amount (xDAI)')\n",
"ax.set_title(f'Whale Tribute to Common Pool: {total_tribute:,.0f} xDAI total')\n",
"\n",
"for ax in axes.flat:\n",
" ax.xaxis.set_major_formatter(mdates.DateFormatter('%b %Y'))\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(f'{DATA}/../snapshots/whale_analysis.png', dpi=150, bbox_inches='tight')\n",
"plt.show()\n",
"\n",
"# Summary stats\n",
"total_buy_xdai = buys_w['xdai_total'].sum()\n",
"total_sell_xdai = sells_w['xdai_net'].sum()\n",
"total_tec_bought = buys_w['tec_amount'].sum()\n",
"total_tec_sold = sells_w['tec_amount'].sum()\n",
"tec_remaining = total_tec_bought - total_tec_sold\n",
"\n",
"print(f'\\n500K WHALE DEEP DIVE ({WHALE})')\n",
"print(f'{\"=\" * 65}')\n",
"print(f'\\nENTRY (2 buys on Jan 25, 2022):')\n",
"print(f' Total spent: {total_buy_xdai:,.0f} xDAI (incl {buys_w[\"tribute\"].sum():,.0f} xDAI entry tribute)')\n",
"print(f' TEC minted: {total_tec_bought:,.0f} TEC')\n",
"print(f' Avg price: {total_buy_xdai / total_tec_bought:.4f} xDAI/TEC (all-in)')\n",
"print(f' This single purchase was {total_buy_xdai / abc_sorted[abc_sorted[\"action\"]==\"Buy\"][\"Amount\"].sum():.1%} of ALL ABC buy volume')\n",
"print(f'\\nEXIT (6 sells, May 2022 - Jun 2023):')\n",
"for _, s in sells_w.iterrows():\n",
" print(f' {s[\"date\"].strftime(\"%Y-%m-%d\")}: {s[\"tec_amount\"]:>10,.0f} TEC @ {s[\"effective_price\"]:.2f} xDAI/TEC = {s[\"xdai_net\"]:>10,.0f} xDAI (exit tribute: {s[\"tribute\"]:,.0f})')\n",
"print(f' Total received: {total_sell_xdai:,.0f} xDAI from {total_tec_sold:,.0f} TEC sold')\n",
"print(f'\\nTRIBUTE CONTRIBUTION:')\n",
"print(f' Entry tribute: {buys_w[\"tribute\"].sum():,.0f} xDAI')\n",
"print(f' Exit tribute: {sells_w[\"tribute\"].sum():,.0f} xDAI')\n",
"print(f' Total: {total_tribute:,.0f} xDAI to common pool')\n",
"print(f'\\nNET POSITION:')\n",
"print(f' Realized P&L: {total_sell_xdai - total_buy_xdai:+,.0f} xDAI ({(total_sell_xdai/total_buy_xdai - 1):+.1%})')\n",
"print(f' TEC remaining: {tec_remaining:,.0f} (from ABC) + ~{HATCH_TEC:,} (from Hatch)')\n",
"print(f' Current holder rank: #36 with 6,203 TEC')\n",
"print(f' Implied disposal: ~{tec_remaining + HATCH_TEC - 6203:,.0f} TEC transferred/sold elsewhere')"
]
},
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"source": [
"## 9. Key Findings"
]
},
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{
"name": "stdout",
"output_type": "stream",
"text": [
"======================================================================\n",
"ABC & MARKET ANALYSIS — KEY FINDINGS\n",
"======================================================================\n",
"\n",
"BONDING CURVE MECHANICS:\n",
" Price peak: 2.94 xDAI\n",
" Price final: 0.36 xDAI\n",
" Drawdown: -88%\n",
" Reserve peak: 1,119,156 xDAI → 111,623\n",
"\n",
"STRUCTURAL SELL PRESSURE:\n",
" Buy transactions: 398 (15%)\n",
" Sell transactions: 2217 (85%)\n",
" Sell:Buy ratio: 5.6:1\n",
" The ABC experienced persistent, overwhelming sell pressure.\n",
"\n",
"TRIBUTE REVENUE:\n",
" Total: 329,904 xDAI\n",
" This was far too small to sustain common pool operations.\n",
"\n",
"HOLDER CONCENTRATION:\n",
" 723 total holders\n",
" Top holder (gideonro.eth): 13.2%\n",
" Top 10: 50.7%\n",
"\n",
"CRITICAL QUESTIONS:\n",
" 1. Did the ABC entry tribute discourage buying? (effectively a tax on participation)\n",
" 2. Did the exit tribute slow selling enough, or just reduce returns?\n",
" 3. Was the reserve ratio appropriate for the level of volatility?\n",
" 4. Could the ABC have functioned better with different parameters?\n",
" 5. Did DEX liquidity create a cheaper exit path that undermined the ABC?\n",
"\n"
]
}
],
"source": [
"print('=' * 70)\n",
"print('ABC & MARKET ANALYSIS — KEY FINDINGS')\n",
"print('=' * 70)\n",
"print(f'''\n",
"BONDING CURVE MECHANICS:\n",
" Price peak: {abc_sorted[\"price_per_token\"].max():.2f} xDAI\n",
" Price final: {abc_sorted[\"price_per_token\"].iloc[-1]:.2f} xDAI\n",
" Drawdown: {(abc_sorted[\"price_per_token\"].iloc[-1] / abc_sorted[\"price_per_token\"].max() - 1):.0%}\n",
" Reserve peak: {abc_sorted[\"reserve_balance\"].max():,.0f} xDAI → {abc_sorted[\"reserve_balance\"].iloc[-1]:,.0f}\n",
"\n",
"STRUCTURAL SELL PRESSURE:\n",
" Buy transactions: {len(buys)} ({len(buys)/(len(buys)+len(sells)):.0%})\n",
" Sell transactions: {len(sells)} ({len(sells)/(len(buys)+len(sells)):.0%})\n",
" Sell:Buy ratio: {len(sells)/len(buys):.1f}:1\n",
" The ABC experienced persistent, overwhelming sell pressure.\n",
" \n",
"TRIBUTE REVENUE:\n",
" Total: {tribute_by_action.sum():,.0f} xDAI\n",
" This was far too small to sustain common pool operations.\n",
"\n",
"HOLDER CONCENTRATION:\n",
" {len(holders_clean)} total holders\n",
" Top holder ({holders_clean.iloc[0][\"ens_name\"]}): {holders_clean.iloc[0][\"perc\"]:.1%}\n",
" Top 10: {top10_pct:.1%}\n",
"\n",
"CRITICAL QUESTIONS:\n",
" 1. Did the ABC entry tribute discourage buying? (effectively a tax on participation)\n",
" 2. Did the exit tribute slow selling enough, or just reduce returns?\n",
" 3. Was the reserve ratio appropriate for the level of volatility?\n",
" 4. Could the ABC have functioned better with different parameters?\n",
" 5. Did DEX liquidity create a cheaper exit path that undermined the ABC?\n",
"''')"
]
}
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