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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n",
"* Below contains examples of simple charts that can be made from pandas_ta indicators\n",
"* Examples below are for **educational purposes only**\n",
"* **NOTE:** The **watchlist** module is independent of Pandas TA. To easily use it, copy it from your local pandas_ta installation directory into your project directory."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas TA v0.3.32b0\n",
"To install the Latest Version:\n",
"$ pip install -U git+https://github.com/twopirllc/pandas-ta\n",
"\n",
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%matplotlib inline\n",
"import datetime as dt\n",
"import random as rnd\n",
"\n",
"from tqdm import tqdm\n",
"import numpy as np\n",
"import pandas as pd\n",
"import mplfinance as mpf\n",
"\n",
"from alphaVantageAPI.alphavantage import AlphaVantage\n",
"import pandas_ta as ta\n",
"\n",
"from watchlist import colors # Is this failing? If so, copy it locally. See above.\n",
"\n",
"print(f\"\\nPandas TA v{ta.version}\\nTo install the Latest Version:\\n$ pip install -U git+https://github.com/twopirllc/pandas-ta\\n\")\n",
"\n",
"%pylab inline"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Pandas TA - Technical Analysis Indicators - v0.3.32b0\n",
"\n",
"Indicators and Utilities [152]:\n",
" aberration, above, above_value, accbands, ad, adosc, adx, alligator, alma, amat, ao, aobv, apo, aroon, atr, bbands, below, below_value, bias, bop, brar, cci, cdl_pattern, cdl_z, cfo, cg, chop, cksp, cmf, cmo, coppock, cross, cross_value, cti, cube, decay, decreasing, dema, dm, donchian, dpo, ebsw, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, hwc, hwma, ichimoku, ifisher, increasing, inertia, jma, kama, kc, kdj, kst, kurtosis, kvo, linreg, log_return, long_run, macd, mad, massi, mcgd, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvr, pvt, pwma, qqe, qstick, quantile, reflex, remap, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, smma, squeeze, squeeze_pro, ssf, ssf3, stc, stdev, stoch, stochf, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, tos_stdevall, trendflex, trima, trix, true_range, tsi, tsignals, ttm_trend, ui, uo, variance, vhf, vidya, vortex, vwap, vwma, wb_tsv, wcp, willr, wma, xsignals, zlma, zscore\n",
"\n",
"Candle Patterns [62]:\n",
" 2crows, 3blackcrows, 3inside, 3linestrike, 3outside, 3starsinsouth, 3whitesoldiers, abandonedbaby, advanceblock, belthold, breakaway, closingmarubozu, concealbabyswall, counterattack, darkcloudcover, doji, dojistar, dragonflydoji, engulfing, eveningdojistar, eveningstar, gapsidesidewhite, gravestonedoji, hammer, hangingman, harami, haramicross, highwave, hikkake, hikkakemod, homingpigeon, identical3crows, inneck, inside, invertedhammer, kicking, kickingbylength, ladderbottom, longleggeddoji, longline, marubozu, matchinglow, mathold, morningdojistar, morningstar, onneck, piercing, rickshawman, risefall3methods, separatinglines, shootingstar, shortline, spinningtop, stalledpattern, sticksandwich, takuri, tasukigap, thrusting, tristar, unique3river, upsidegap2crows, xsidegap3methods\n",
"\n",
"Total Candles, Indicators and Utilities: 214\n"
]
}
],
"source": [
"e = pd.DataFrame()\n",
"e.ta.indicators()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Individual Indicator help"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on function ema in module pandas_ta.overlap.ema:\n",
"\n",
"ema(close: pandas.core.series.Series, length: int = None, talib: bool = None, presma: bool = None, offset: int = None, **kwargs) -> pandas.core.series.Series\n",
" Exponential Moving Average (EMA)\n",
" \n",
" The Exponential Moving Average is a more responsive moving average compared\n",
" to the Simple Moving Average (SMA). The weights are determined by alpha\n",
" which is proportional to it's length. There are several different methods\n",
" of calculating EMA. One method uses just the standard definition of EMA and\n",
" another uses the SMA to generate the initial value for the rest of the\n",
" calculation.\n",
" \n",
" Sources:\n",
" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
" \n",
" Args:\n",
" close (pd.Series): Series of 'close's\n",
" length (int): It's period. Default: 10\n",
" talib (bool): If TA Lib is installed and talib=True, it returns the\n",
" TA Lib values. Default: True\n",
" presma (bool, optional): If True, uses SMA for initial value like TA Lib.\n",
" Default: True\n",
" offset (int): How many periods to offset the result. Default: 0\n",
" \n",
" Kwargs:\n",
" adjust (bool, optional): Default: False\n",
" fillna (value, optional): pd.DataFrame.fillna(value)\n",
" fill_method (value, optional): Type of fill method\n",
" \n",
" Returns:\n",
" pd.Series: New feature generated.\n",
"\n"
]
}
],
"source": [
"help(ta.ema)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_enddate} ({length})\"\n",
"\n",
"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
"# yearly_divisor = 1\n",
"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
"# print(recent)\n",
"def recent_bars(df, tf: str = \"1y\"):\n",
" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
" yearly_divisor = {\"all\": 0, \"10y\": 0.1, \"5y\": 0.2, \"4y\": 0.25, \"3y\": 1./3, \"2y\": 0.5, \"1y\": 1, \"6mo\": 2, \"3mo\": 4}\n",
" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]\n",
"\n",
"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
" smin, smax = series.min(), series.max()\n",
" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
" return (y_min, y_max)\n",
" return (smin, smax)\n",
"\n",
"price_size = (16, 8)\n",
"ind_size = (16, 3.25)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Load Daily Ticker Data using yfinance and clean it"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"# help(e.ta.ticker)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"==== Company Information =====================================================\n",
"SPDR S&P 500 ETF Trust(SPDR S&P 500) [SPY]\n",
"\n",
"==== Market Information =====================================================\n",
"Market | Exchange | Symbol | Category US | PCX | SPY | Large Blend\n",
"\n",
"NAV | Yield 477.53 | 1.3000%\n",
"\n",
"\n",
"\n",
"==== Price Information =====================================================\n",
"Open High Low | Close 449.5100 449.5100 446.7700 | 448.6000\n",
"HL2 | HLC3 | OHLC4 | C - OHLC4 448.8150, 448.7433, 448.9350, -0.3350\n",
"Change (%) -0.1000 (-0.0223%)\n",
"Bid | Ask | Spread 447.95 x 1200 | 447.97 x 900 | 0.0200\n",
"Volume | Market | Avg Vol (10Day) \n",
" 44,165,850 | 44,165,850 | 96,052,166 (154,963,580)\n",
"\n",
"52Wk Range (% from 52Wk Low) 371.88 - 479.98 : 108.1000 (20.6303%)\n",
"SMA 50 | SMA 200 460.6408 | 443.3322\n",
"Avg. Return 3Yr | 5Yr 24.8800% | 17.5900%\n",
"\n",
"==== Dividends / Splits =====================================================\n",
"Trailing Annual Dividend Rate | Yield 5.563 | 1.2398%\n",
"\n",
"\n",
"Stock Splits (Last 5 of 117):\n",
"Date 2021-12-17 2021-09-17 2021-06-18 2021-03-19 2020-12-18\n",
"Ratio 1.633 1.428 1.376 1.278 1.58\n",
"[+] yf | SPY(7310, 7): 4253.9211 ms (4.2539 s)\n",
"SPY(252, 7) from 2021-02-09 00:00:00 to 2022-02-07 00:00:00\n"
]
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Open</th>\n",
" <th>High</th>\n",
" <th>Low</th>\n",
" <th>Close</th>\n",
" <th>Volume</th>\n",
" <th>Dividends</th>\n",
" <th>Stock Splits</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Date</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2021-02-09</th>\n",
" <td>384.484860</td>\n",
" <td>385.748051</td>\n",
" <td>384.050675</td>\n",
" <td>385.116455</td>\n",
" <td>35551100</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-02-10</th>\n",
" <td>386.961873</td>\n",
" <td>387.119772</td>\n",
" <td>382.402652</td>\n",
" <td>384.948700</td>\n",
" <td>59154400</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-02-11</th>\n",
" <td>386.093431</td>\n",
" <td>386.537524</td>\n",
" <td>382.994752</td>\n",
" <td>385.570404</td>\n",
" <td>42913300</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-02-12</th>\n",
" <td>384.721760</td>\n",
" <td>387.731627</td>\n",
" <td>384.642795</td>\n",
" <td>387.475067</td>\n",
" <td>50593300</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-02-16</th>\n",
" <td>388.777663</td>\n",
" <td>388.984922</td>\n",
" <td>386.379636</td>\n",
" <td>387.139496</td>\n",
" <td>50972400</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Open High Low Close Volume \\\n",
"Date \n",
"2021-02-09 384.484860 385.748051 384.050675 385.116455 35551100 \n",
"2021-02-10 386.961873 387.119772 382.402652 384.948700 59154400 \n",
"2021-02-11 386.093431 386.537524 382.994752 385.570404 42913300 \n",
"2021-02-12 384.721760 387.731627 384.642795 387.475067 50593300 \n",
"2021-02-16 388.777663 388.984922 386.379636 387.139496 50972400 \n",
"\n",
" Dividends Stock Splits \n",
"Date \n",
"2021-02-09 0.0 0 \n",
"2021-02-10 0.0 0 \n",
"2021-02-11 0.0 0 \n",
"2021-02-12 0.0 0 \n",
"2021-02-16 0.0 0 "
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Recent Data\n",
"ticker = \"BTC-USD\"\n",
"ticker = \"SPY\"\n",
"df = e.ta.ticker(ticker, kind=\"info\", timed=True, returns=True)\n",
"recent_startdate = df.tail(recent_bars(df)).index[0]\n",
"recent_enddate = df.tail(recent_bars(df)).index[-1]\n",
"print(f\"{df.name}{df.tail(recent_bars(df)).shape} from {recent_startdate} to {recent_enddate}\")\n",
"df.tail(recent_bars(df)).head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Aliases"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"opendf = df[\"Open\"]\n",
"highdf = df[\"High\"]\n",
"lowdf = df[\"Low\"]\n",
"closedf = df[\"Close\"]\n",
"volumedf = df[\"Volume\"]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataFrame **constants**: When you need some simple lines for charting"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Columns: Open, High, Low, Close, Volume, Dividends, Stock Splits, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, -100, -90, -80, -70, -50, -30, -20, -10, 10, 20, 30, 50, 70, 80, 90, 100\n"
]
}
],
"source": [
"# help(df.ta.constants) # for more info\n",
"chart_lines = np.append(np.arange(-5, 6, 1), np.arange(-100, 110, 10))\n",
"df.ta.constants(True, chart_lines) # Adding the constants for the charts\n",
"df.ta.constants(False, np.array([-60, -40, 40, 60])) # Removing some constants from the DataFrame\n",
"print(f\"Columns: {', '.join(list(df.columns))}\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Example Charting Class utilizing **mplfinance** panels"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"class Chart(object):\n",
" def __init__(self, df: pd.DataFrame = None, study: ta.Study = ta.CommonStudy, *args, **kwargs):\n",
" self.verbose = kwargs.pop(\"verbose\", False)\n",
"\n",
" if isinstance(df, pd.DataFrame) and df.ta.datetime_ordered:\n",
" self.df = df\n",
" if self.df.name is not None and self.df.name != \"\":\n",
" df_name = str(self.df.name)\n",
" else:\n",
" df_name = \"DataFrame\"\n",
" if self.verbose: print(f\"[i] Loaded {df_name}{self.df.shape}\")\n",
" else:\n",
" print(f\"[X] Oops! Missing 'ohlcv' data or index is not datetime ordered.\\n\")\n",
" return None\n",
"\n",
" self._validate_mpf_kwargs(**kwargs)\n",
" self._validate_chart_kwargs(**kwargs)\n",
" self._validate_ta_study(study)\n",
"\n",
" # Build TA and Plot\n",
" self.df.ta.study(self.study, verbose=self.verbose)\n",
" self._plot(**kwargs)\n",
"\n",
" def _validate_ta_study(self, study):\n",
" if study is not None or isinstance(study, ta.study):\n",
" self.study = study\n",
" elif len(self.study_ta) > 0:\n",
" print(f\"[+] Study: {self.study_name}\")\n",
" else:\n",
" self.study = ta.CommonStudy\n",
"\n",
" def _validate_chart_kwargs(self, **kwargs):\n",
" \"\"\"Chart Settings\"\"\"\n",
" self.config = {}\n",
" self.config[\"last\"] = kwargs.pop(\"last\", recent_bars(self.df))\n",
" self.config[\"rpad\"] = kwargs.pop(\"rpad\", 10)\n",
" self.config[\"title\"] = kwargs.pop(\"title\", \"Asset\")\n",
" self.config[\"Volume\"] = kwargs.pop(\"Volume\", True)\n",
"\n",
" def _validate_mpf_kwargs(self, **kwargs):\n",
" # mpf global chart settings\n",
" default_chart = mpf.available_styles()[-1]\n",
" default_mpf_width = {\n",
" 'candle_linewidth': 0.6,\n",
" 'candle_width': 0.525,\n",
" 'volume_width': 0.525\n",
" }\n",
" mpfchart = {}\n",
"\n",
" mpf_style = kwargs.pop(\"style\", \"\")\n",
" if mpf_style == \"\" or mpf_style.lower() == \"random\":\n",
" mpf_styles = mpf.available_styles()\n",
" mpfchart[\"style\"] = mpf_styles[rnd.randrange(len(mpf_styles))]\n",
" elif mpf_style.lower() in mpf.available_styles():\n",
" mpfchart[\"style\"] = mpf_style\n",
"\n",
" mpfchart[\"figsize\"] = kwargs.pop(\"figsize\", (12, 10))\n",
" mpfchart[\"non_trading\"] = kwargs.pop(\"nontrading\", False)\n",
" mpfchart[\"rc\"] = kwargs.pop(\"rc\", {'figure.facecolor': '#EDEDED'})\n",
" mpfchart[\"plot_ratios\"] = kwargs.pop(\"plot_ratios\", (12, 1.7))\n",
" mpfchart[\"scale_padding\"] = kwargs.pop(\"scale_padding\", {'left': 1, 'top': 4, 'right': 1, 'bottom': 1})\n",
" mpfchart[\"tight_layout\"] = kwargs.pop(\"tight_layout\", True)\n",
" mpfchart[\"type\"] = kwargs.pop(\"type\", \"candle\")\n",
" mpfchart[\"width_config\"] = kwargs.pop(\"width_config\", default_mpf_width)\n",
" mpfchart[\"xrotation\"] = kwargs.pop(\"xrotation\", 15)\n",
" \n",
" self.mpfchart = mpfchart\n",
"\n",
" def _attribution(self):\n",
" print(f\"\\nPandas v: {pd.__version__} [pip install pandas] https://github.com/pandas-dev/pandas\")\n",
" print(f\"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\")\n",
" print(f\"Technical Analysis with Pandas TA v: {ta.version} [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\")\n",
" print(f\"Charts by Matplotlib Finance v: {mpf.__version__} [pip install mplfinance] https://github.com/matplotlib/mplfinance\\n\")\n",
"\n",
" def _right_pad_df(self, rpad: int, delta_unit: str = \"D\", range_freq: str = \"B\"):\n",
" if rpad > 0:\n",
" dfpad = self.df[-rpad:].copy()\n",
" dfpad.iloc[:,:] = np.NaN\n",
"\n",
" df_frequency = self.df.index.value_counts().mode()[0] # Most common frequency\n",
" freq_delta = pd.Timedelta(df_frequency, unit=delta_unit)\n",
" new_dr = pd.date_range(start=self.df.index[-1] + freq_delta, periods=rpad, freq=range_freq)\n",
" dfpad.index = new_dr # Update the padded index with new dates\n",
" self.df = self.df.append(dfpad)\n",
" \n",
" \n",
" def _plot(self, **kwargs):\n",
" if not isinstance(self.mpfchart[\"plot_ratios\"], tuple):\n",
" print(f\"[X] plot_ratios must be a tuple\")\n",
" return\n",
"\n",
" # Override Chart Title Option\n",
" chart_title = self.config[\"title\"]\n",
" if \"title\" in kwargs and isinstance(kwargs[\"title\"], str):\n",
" chart_title = kwargs.pop(\"title\")\n",
"\n",
" # Override Right Bar Padding Option\n",
" rpad = self.config[\"rpad\"]\n",
" if \"rpad\" in kwargs and kwargs[\"rpad\"] > 0:\n",
" rpad = int(kwargs[\"rpad\"])\n",
"\n",
" def cpanel():\n",
" return len(self.mpfchart[\"plot_ratios\"])\n",
"\n",
" # Last Second Default TA Indicators\n",
" linreg = kwargs.pop(\"linreg\", False)\n",
" linreg_name = self.df.ta.linreg(append=True).name if linreg else \"\"\n",
"\n",
" midpoint = kwargs.pop(\"midpoint\", False)\n",
" midpoint_name = self.df.ta.midpoint(append=True).name if midpoint else \"\"\n",
"\n",
" ohlc4 = kwargs.pop(\"ohlc4\", False)\n",
" ohlc4_name = self.df.ta.ohlc4(append=True).name if ohlc4 else \"\"\n",
"\n",
" clr = kwargs.pop(\"clr\", False)\n",
" clr_name = self.df.ta.log_return(cumulative=True, append=True).name if clr else \"\"\n",
"\n",
" rsi = kwargs.pop(\"rsi\", False)\n",
" rsi_length = kwargs.pop(\"rsi_length\", None)\n",
" if isinstance(rsi_length, int) and rsi_length > 1:\n",
" rsi_name = self.df.ta.rsi(length=rsi_length, append=True).name\n",
" elif rsi:\n",
" rsi_name = self.df.ta.rsi(append=True).name\n",
" else: rsi_name = \"\"\n",
" \n",
" zscore = kwargs.pop(\"zscore\", False)\n",
" zscore_length = kwargs.pop(\"zscore_length\", None)\n",
" if isinstance(zscore_length, int) and zscore_length > 1:\n",
" zs_name = self.df.ta.zscore(length=zscore_length, append=True).name\n",
" elif zscore:\n",
" zs_name = self.df.ta.zscore(append=True).name\n",
" else: zs_name = \"\"\n",
"\n",
" macd = kwargs.pop(\"macd\", False)\n",
" macd_name = \"\"\n",
" if macd:\n",
" macds = self.df.ta.macd(append=True)\n",
" macd_name = macds.name\n",
"\n",
" squeeze = kwargs.pop(\"squeeze\", False)\n",
" lazybear = kwargs.pop(\"lazybear\", False)\n",
" squeeze_name = \"\"\n",
" if squeeze:\n",
" squeezes = self.df.ta.squeeze(lazybear=lazybear, detailed=True, append=True)\n",
" squeeze_name = squeezes.name\n",
"\n",
" ama = kwargs.pop(\"archermas\", False)\n",
" ama_name = \"\"\n",
" if ama:\n",
" amas = self.df.ta.amat(append=True)\n",
" ama_name = amas.name\n",
"\n",
" aobv = kwargs.pop(\"archerobv\", False)\n",
" aobv_name = \"\"\n",
" if aobv:\n",
" aobvs = self.df.ta.aobv(append=True)\n",
" aobv_name = aobvs.name\n",
"\n",
" # Pad and trim Chart\n",
" self._right_pad_df(rpad)\n",
" mpfdf = self.df.tail(self.config[\"last\"]).copy()\n",
" mpfdf_columns = list(self.df.columns)\n",
" \n",
" tsig = kwargs.pop(\"tsignals\", False)\n",
" if tsig:\n",
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
" # or Trade Logic that yields trends in binary.\n",
" default_long = mpfdf[\"SMA_10\"] > mpfdf[\"SMA_20\"]\n",
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
" if not isinstance(long_trend, pd.Series):\n",
" raise(f\"[X] Must be a Series that has boolean values or values of 0s and 1s\")\n",
" mpfdf.ta.percent_return(append=True)\n",
" mpfdf.ta.tsignals(long_trend, append=True)\n",
" buys = np.where(mpfdf.TS_Entries > 0, 1, np.nan)\n",
" sells = np.where(mpfdf.TS_Exits > 0, 1, np.nan)\n",
" mpfdf[\"ACTRET_1\"] = mpfdf.TS_Trends * mpfdf.PCTRET_1\n",
"\n",
" # BEGIN: Custom TA Plots and Panels\n",
" # Modify the area below \n",
" taplots = [] # Holds all the additional plots\n",
"\n",
" # Panel 0: Price Overlay\n",
" if linreg_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[linreg_name], type=kwargs.pop(\"linreg_type\", \"line\"), color=kwargs.pop(\"linreg_color\", \"black\"), linestyle=\"-.\", width=1.2, panel=0)]\n",
"\n",
" if midpoint_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[midpoint_name], type=kwargs.pop(\"midpoint_type\", \"scatter\"), color=kwargs.pop(\"midpoint_color\", \"fuchsia\"), width=0.4, panel=0)]\n",
"\n",
" if ohlc4_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[ohlc4_name], ylabel=ohlc4_name, type=kwargs.pop(\"ohlc4_type\", \"scatter\"), color=kwargs.pop(\"ohlc4_color\", \"blue\"), alpha=0.85, width=0.4, panel=0)]\n",
" \n",
" if self.study.name == ta.CommonStudy.name:\n",
" total_sma = 0 # Check if all the overlap indicators exists before adding plots\n",
" for c in [\"SMA_10\", \"SMA_20\", \"SMA_50\", \"SMA_200\"]:\n",
" if c in mpfdf_columns: total_sma += 1\n",
" else: print(f\"[X] Indicator: {c} missing!\")\n",
" if total_sma == 4:\n",
" ta_smas = [\n",
" mpf.make_addplot(mpfdf[\"SMA_10\"], color=\"green\", width=1.5, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_20\"], color=\"orange\", width=2, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_50\"], color=\"red\", width=2, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_200\"], color=\"maroon\", width=3, panel=0),\n",
" ]\n",
" taplots += ta_smas\n",
"\n",
" if tsig:\n",
" taplots += [\n",
" mpf.make_addplot(0.985 * mpfdf.Close * buys, type=\"scatter\", marker=\"^\", markersize=26, color=\"blue\", panel=0),\n",
" mpf.make_addplot(1.015 * mpfdf.Close * sells, type=\"scatter\", marker=\"v\", markersize=26, color=\"fuchsia\", panel=0),\n",
" ]\n",
" \n",
" if len(ama_name):\n",
" amat_sr_ = mpfdf[amas.columns[-1]][mpfdf[amas.columns[-1]] > 0]\n",
" amat_sr = amat_sr_.index.to_list()\n",
" else:\n",
" amat_sr = None\n",
"\n",
" # Panel 1: If volume=True, the add the VOL MA. Since we know there is only one, we immediately pop it.\n",
" if self.config[\"Volume\"]:\n",
" volma = [x for x in list(self.df.columns) if x.startswith(\"VOL_\")].pop()\n",
" max_vol = mpfdf[\"Volume\"].max()\n",
" # Volume axis\n",
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"black\", width=1.2, panel=1, ylim=(-.2 * max_vol, 1.5 * max_vol))]\n",
" taplots += ta_volume\n",
"\n",
" # Panels 2 - 9\n",
" common_plot_ratio = (3,)\n",
"\n",
" if len(aobv_name):\n",
" _p = kwargs.pop(\"aobv_percenty\", 0.2)\n",
" aobv_ylim = ta_ylim(mpfdf[aobvs.columns[0]], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[aobvs.columns[0]], ylabel=aobv_name, color=\"black\", width=1.5, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[2]], color=\"silver\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[3]], color=\"green\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[4]], color=\"red\", width=1.2, panel=cpanel(), ylim=aobv_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if clr_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"clr_percenty\", 0.1)\n",
" clr_ylim = ta_ylim(mpfdf[clr_name], _p)\n",
"\n",
" taplots += [mpf.make_addplot(mpfdf[clr_name], ylabel=clr_name, color=\"black\", width=1.5, panel=cpanel(), ylim=clr_ylim)]\n",
" if (1 - _p) * mpfdf[clr_name].min() < 0 and (1 + _p) * mpfdf[clr_name].max() > 0:\n",
" taplots += [mpf.make_addplot(mpfdf[\"0\"], color=\"gray\", width=1.2, panel=cpanel(), ylim=clr_ylim)]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if rsi_name in mpfdf_columns:\n",
" rsi_ylim = (0, 100)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[rsi_name], ylabel=rsi_name, color=kwargs.pop(\"rsi_color\", \"black\"), width=1.5, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"20\"], color=\"green\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"50\"], color=\"gray\", width=0.8, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"80\"], color=\"red\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
" \n",
" if macd_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"macd_percenty\", 0.15)\n",
" macd_ylim = ta_ylim(mpfdf[macd_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[macd_name], ylabel=macd_name, color=\"black\", width=1.5, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[-1]], color=\"blue\", width=1.1, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[1]], type=\"bar\", alpha=0.8, color=\"dimgray\", width=0.8, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel()),#, ylim=macd_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel \n",
"\n",
" if zs_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"zascore_percenty\", 0.2)\n",
" zs_ylim = ta_ylim(mpfdf[zs_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[zs_name], ylabel=zs_name, color=\"black\", width=1.5, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim)\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if squeeze_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"squeeze_percenty\", 0.6)\n",
" sqz_ylim = ta_ylim(mpfdf[squeeze_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-4]], type=\"bar\", color=\"lime\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-3]], type=\"bar\", color=\"green\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-2]], type=\"bar\", color=\"maroon\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-1]], type=\"bar\", color=\"red\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[4]], ylabel=squeeze_name, color=\"green\", width=2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[5]], color=\"red\", width=1.8, panel=cpanel(), ylim=sqz_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if tsig:\n",
" _p = kwargs.pop(\"tsig_percenty\", 0.23)\n",
" treturn_ylim = ta_ylim(mpfdf[\"ACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"ACTRET_1\"], ylabel=\"Active % Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(pd.Series(mpfdf[\"ACTRET_1\"].mean(), index=mpfdf[\"ACTRET_1\"].index), color=\"blue\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" _p = kwargs.pop(\"cstreturn_percenty\", 0.58)\n",
" mpfdf[\"CUMACTRET_1\"] = mpfdf[\"ACTRET_1\"].cumsum()\n",
" cumactret_ylim = ta_ylim(mpfdf[\"CUMACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"CUMACTRET_1\"], ylabel=\"Cum Trend Return\", type=\"bar\", color=\"silver\", alpha=0.45, width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(0.9 * buys * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"^\", markersize=14, color=\"green\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(1.1 * sells * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"v\", markersize=14, color=\"red\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" ] \n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" # END: Custom TA Plots and Panels\n",
" \n",
" if self.verbose:\n",
" additional_ta = []\n",
" chart_title = f\"{chart_title} [{self.study.name}] (last {self.config['last']} bars)\"\n",
" chart_title += f\"\\nSince {mpfdf.index[0]} till {mpfdf.index[-1]}\"\n",
" if len(linreg_name) > 0: additional_ta.append(linreg_name)\n",
" if len(midpoint_name) > 0: additional_ta.append(midpoint_name)\n",
" if len(ohlc4_name) > 0: additional_ta.append(ohlc4_name)\n",
" if len(additional_ta) > 0:\n",
" chart_title += f\"\\nIncluding: {', '.join(additional_ta)}\"\n",
"\n",
" if amat_sr:\n",
" vlines_ = dict(vlines=amat_sr, alpha=0.1, colors=\"red\")\n",
" else:\n",
" # Hidden because vlines needs valid arguments even if None \n",
" vlines_ = dict(vlines=mpfdf.index[0], alpha=0, colors=\"white\")\n",
"\n",
" # Create Final Plot\n",
" mpf.plot(mpfdf,\n",
" title=chart_title,\n",
" type=self.mpfchart[\"type\"],\n",
" style=self.mpfchart[\"style\"],\n",
" datetime_format=\"%-m/%-d/%Y\",\n",
" volume=self.config[\"Volume\"],\n",
" figsize=self.mpfchart[\"figsize\"],\n",
" tight_layout=self.mpfchart[\"tight_layout\"],\n",
" scale_padding=self.mpfchart[\"scale_padding\"],\n",
" panel_ratios=self.mpfchart[\"plot_ratios\"], # This key needs to be update above if adding more panels\n",
" xrotation=self.mpfchart[\"xrotation\"],\n",
" update_width_config=self.mpfchart[\"width_config\"],\n",
" show_nontrading=self.mpfchart[\"non_trading\"],\n",
" vlines=vlines_,\n",
" addplot=taplots\n",
" )\n",
" \n",
" self._attribution()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Charting Example\n",
"#### Play with the parameters to see different charts and results\n",
"* This is an example chart so it's not perfect. Enough to get started with common and uncommon plots.\n",
"* There is a maximum of 10 Panels. In this example, panels 0 and 1 are reserved for Price and Volume respectively.\n",
" * "
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[i] Loaded SPY(7310, 34)\n",
"[+] Study: Common Price and Volume SMAs\n",
"[i] Indicator arguments: {'append': True}\n",
"[i] No mulitproccessing (cores = 0).\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[i] Progress: 100%|████████████████████████████████████████████| 5/5 [00:00<00:00, 753.37it/s]"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"[i] Total indicators: 5\n",
"[i] Columns added: 5\n",
"[i] Last Run: Monday February 7, 2022, NYSE: 6:18:01, Local: 10:18:01 PST, Day 38/365 (10.00%)\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 12 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x1300c1520>"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Used for example Trend Return Long Trend Below\n",
"macd_ = ta.macd(closedf)\n",
"macdh = macd_[macd_.columns[1]]\n",
"\n",
"Chart(df,\n",
" # style: which mplfinance chart style to use. Added \"random\" as an option.\n",
" # rpad: how many bars to leave empty on the right of the chart\n",
" style=\"yahoo\", title=ticker, last=recent_bars(df), rpad=10,\n",
" \n",
" # Overlap Indicators\n",
" linreg=True, midpoint=False, ohlc4=False, archermas=True,\n",
" \n",
" # Example Indicators with default parameters\n",
" volume=True, rsi=True, clr=False, macd=True, zscore=False, squeeze=False, lazybear=False,\n",
"\n",
" # Archer OBV and OBV MAs (https://www.tradingview.com/script/Co1ksara-Trade-Archer-On-balance-Volume-Moving-Averages-v1/)\n",
" archerobv=False,\n",
"\n",
" # Create trends and see their returns\n",
" tsignals=True,\n",
" # Example Trends or create your own. Trend must yield Booleans\n",
" long_trend=ta.sma(closedf,10) > ta.sma(closedf,20), # trend: sma(close,10) > sma(close,20) [Default Example]\n",
"# long_trend=closedf > ta.ema(closedf,5), # trend: close > ema(close,5)\n",
"# long_trend=ta.sma(closedf,10) > ta.ema(closedf,50), # trend: sma(close,10) > ema(close,50)\n",
"# long_trend=ta.increasing(ta.ema(closedf), 10), # trend: increasing(ema, 10)\n",
"# long_trend=macdh > 0, # trend: macd hist > 0\n",
"# long_trend=macd_[macd_.columns[0]] > macd_[macd_.columns[-1]], # trend: macd > macd signal\n",
"# long_trend=ta.increasing(ta.sma(ta.rsi(closedf), 10), 5, asint=False), # trend: rising sma(rsi, 10) for the previous 5 periods\n",
"# long_trend=ta.squeeze(highdf, lowdf, closedf, lazybear=True, detailed=True).SQZ_PINC > 0,\n",
"# long_trend=ta.amat(closedf, 50, 200, mamode=\"sma\").iloc[:,0], # trend: amat(50, 200) long signal using sma\n",
" show_nontrading=False, # Intraday use if needed\n",
" verbose=True, # More detail\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Indicator Examples\n",
"* Examples of simple and complex indicators. Most indicators return a Series, while a few return DataFrames.\n",
"* All indicators can be called one of three ways. Either way, they return the result.\n",
"\n",
"### Three ways to use pandas_ta\n",
"1. Stand Alone like TA-Lib ta.**indicator**(*kwargs*).\n",
"2. As a DataFrame Extension like df.ta.**indicator**(*kwargs*). Where df is a DataFrame with columns named \"open\", \"high\", \"low\", \"close, \"volume\" for simplicity.\n",
"3. Similar to #2, but by calling: df.ta(kind=\"**indicator**\", *kwargs*)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Cumulative Log Return"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'SPY: CUMLOGRET_1 from 2021-02-09 00:00:00 to 2022-02-07 00:00:00 (252)'}, xlabel='Date'>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"clr_ma_length = 8\n",
"clrdf = df.ta.log_return(cumulative=True, append=True)\n",
"clrmadf = ta.ema(clrdf, length=clr_ma_length)\n",
"clrxdf = pd.DataFrame({f\"{clrdf.name}\": clrdf, f\"{clrmadf.name}({clrdf.name})\": clrmadf})\n",
"clrxdf.tail(recent_bars(df)).plot(figsize=ind_size, color=colors(\"BkBl\"), linewidth=1, title=ctitle(clrdf.name, ticker=ticker, length=recent_bars(df)), grid=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### MACD"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x132039a30>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"macddf = df.ta.macd(fast=8, slow=21, signal=9, min_periods=None, append=True)\n",
"macddf[[macddf.columns[0], macddf.columns[2]]].tail(recent_bars(df)).plot(figsize=(16, 2), color=colors(\"BkBl\"), linewidth=1.3)\n",
"macddf[macddf.columns[1]].tail(recent_bars(df)).plot.area(figsize=ind_size, stacked=False, color=[\"silver\"], linewidth=1, title=ctitle(macddf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### ZScore"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x12fe299d0>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"zscoredf = df.ta.zscore(length=30, append=True)\n",
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
"zcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zscoredf.name]].tail(recent_bars(df))\n",
"zcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x132105340>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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2bQLw+HtN23Z0OS6lpKQgMzNT7b5e/W+i6rtX19ek7u/v7++PgIAApW2lpKSgVatW+OCDD5Qe03Wsxh6Xz5w5A5FIhA4dOmhcjtN0vOzXrx+cnZ1hb2+PUaNG4d69ezqvE1C9X3Xs2BGnT5/WaT2EENKUUKCQEELqiTlz5qCkpATt27dHjx498P777+PgwYOoqKhQuXxFRQWys7ORnZ2N69evY9KkScjIyMD48eOFZZydnfHdd9/hn3/+waBBgxAUFISPPvpI77GFh4ejc+fO2Lp1K+RyufD44cOHkZmZqXTBdfv2bbi4uCAoKEjt+tq1awegajJ1c5HL5cLk7Js2bapxkfDyyy/Dy8sLkydPRqtWrTBjxgxs2bIFBQUFBm/z22+/hZeXF0JCQjB58mR069YNv/32m/D73NxclJeXw8/Pr8Zz+WPqGsw4ODhg4sSJ8PHxgYuLCyZOnCj8m0tOTsa5c+fw/vvv4+2330ZgYCDee+89uLu74+zZs3jvvffw0Ucf4ciRIygoKMDHH39cYztdunTB5s2bMWPGDPz1118ICAjAu+++iylTpmDlypWYMWMGdu/eDTs7O/z88896v0dSqRTLli1DSEgIOnfuLDyelpYGHx8fpWCuLu8L9/XXX8PZ2RlDhw7Ve0zqGPP3AoD79+9jx44dGDt2LMRiscm2FRERgeTkZCQmJiotd+rUKQBVgQBN0tLSdNpOWlqa0uPVl9X2N9HnNaWlpUEsFsPb21tpOWtra3h4eGjdlj5j1fX1q8ID5vzzOHHiRKHz+OrVqxEbG4t169ZhyZIlmDlzJo4cOYLu3btj/vz5WoPKqqjar419rxYuXAixWIxx48ZpXC43Nxdr1qxB7969Vb5f1RnzvtbWtmQyGbZu3YouXbogLCxMp+3oclzStv/xz4K2bdXG51KfsRp7XL5z5w7c3d1rBOVVUXe8tLe3x+TJk7FixQrs3LkTc+fOxZEjR9CjRw8kJSVpXKe2/So0NBS3b9/WOjZCCGlqKFBICCH1xMCBA3H27FmMGjUK165dw9dff43BgwejWbNm+Pvvv2ssf/DgQXh5ecHLywvt2rXD77//jhdffBELFy5UWm7s2LEYNmwYcnNzsWLFCqVMpISEBJVZZapMnDgRycnJSllkmzdvhrW1tVJwsqioCE5OThrXxX9fWFio07YN8dVXX+HQoUOYN28e+vbtW+P3Pj4+uHbtGl577TXk5eXhhx9+wAsvvABvb298/vnnKrsVa/P888/j0KFD2Lx5M1544QUAVVlGHP9/GxubGs+1tbWtsby+xo4dCy8vL+HfaWlpuHr1KiZPngx3d3fh8ejoaAwcOBB79+6tsY5p06YJ/y8Wi9GpUycwxjB16lThcVdXV0REROjcqVnRm2++idu3b2P58uWwtLQUHi8tLTX4fVmwYAEOHz6Mr776Cq6urnqPSR1j/l4lJSUYP3487Ozs8NVXX5l0W9OmTYNYLMYzzzyDM2fO4MGDB/jf//4ndD3Xtg/p+l5rG1P17TDGcPz4cYNeU2lpKaytrVWOt/q2+vbtC8YYPvnkE523Vf1zaI7P4N69e+Hr64vnn39eeMzKykrovHzixAm91qduv9bnvapu8+bNWLt2Ld59912Eh4erXU4ul2PChAnIz8/XufO0oe9rbW7ryJEjQqa5Kbej77FC1XevOT6XwcHBYIzhl19+UdqOrmM19rOSk5MDNzc3jcsAmo+XzzzzDNatW4dJkybh6aefxueff44DBw4gJydHY9dqXfYrNzc3lJaWoqSkROsYCSGkKaFAISGE1COdO3fGjh07kJeXhwsXLuCDDz5AUVERxo0bV+Oud9euXXHo0CEcPnwYZ86cQXZ2NjZs2KCyJJFnbqkqNdLVc889B7FYLJQfl5WVYefOnRg6dKjShYCTk5PWzBn+e20BRUOdPn0aH3/8MXr37q0ya47z8/PDqlWrkJaWhri4OHz33Xfw8vLCRx99hLVr1+q93aCgIAwYMADPP/88Nm3ahNDQUAwYMEC4mOJ/G1WZJWVlZUrLGCIkJETp3zzjLCIiosayrVq1QnZ2NoqLi5Ue5yXknIuLC2xtbWtkZLq4uCAvL0+v8S1atAg//fQTPv/8cwwbNkzpd3Z2dga9L1u3bsX8+fMxdepUzJgxQ6/xcKWlpUhPT1f6UdymvuOSyWR47rnncPv2bWzfvh3+/v4m3VZ0dDQ2b96MBw8eoGfPnggLC8N3330nlMA6OjpqfL26vtfaxqRtX9XnNdnZ2UEqlapcjym2pfh8Q/c1bRITExEeHl6jdJSXbVbPANVE035t6Ht16tQpTJ06FYMHD9YYYAGAmTNnYv/+/VizZo2QAQ5UZQRX339lMpkwLkPe19rc1qZNmyAWi/Hss89qfP2cqT4rmsZk6m2Z+nNp7GdF2003TcdLdXr16oWuXbvi8OHDapdRt1+pGlv1jElCCGnqKFBICCH1kLW1NTp37owFCxZg1apVqKiowO+//660jKenJwYMGIAnn3wS3bt3N2kmlSre3t4YOHAg/vjjD1RUVGDXrl0oKiqqkZnRqlUrFBQU4NGjR2rXdf36dQBA69atTT7O3NxcPP/883B2dsbmzZu1lnwCVRcJLVu2xMyZM3Hy5ElYWFgI81gZY9y4cUhKShKyMN3d3WFjYyOUfinij+lykaSOMUFGTtX7pe491Cfr8pdffsH777+P1157DfPnz6/xez8/P6Snp9dYp6b35dChQ5g0aRKGDx+OH374QeexVLd161b4+fkp/QCG/71eeeUV7N69G7/88gv69+9vlm2NGzcOqampuHDhAs6ePYvExESEhoYCAFq2bKnx9fr5+em0HT42dctq21f1eU1+fn6QyWTIzMxUWk4qlSInJ0frtvQZq66vv65o268Nea+uXbuGUaNGoU2bNti+fbtSNm91n376KVauXImvvvoKL774otLvzpw5U2P/5eWfhryvtbmt0tJS7Ny5EwMGDFCaskETXY9L2vY//lnQtq3a+FzqM1ZDjsuKPDw8tN5Q0nS81KR58+bIzc1V+TtN+5WivLw82Nvbm+S7kxBCGhMKFBJCSD3HswBVndTXtgkTJiA3Nxf79u3D5s2b4ezsjJEjRyotM2LECADAhg0bVK6jsLAQf/31FyIjI3WaI0pfkydPRlJSEtatW4eAgAC9nx8aGgo3NzeTvN88k5DPe2hhYYG2bdvi33//rbHs+fPnERoaatIsSz5PZFxcXI3f3blzB56ennBwcDDZ9tT566+/MG3aNIwZMwYrVqxQuUz79u1RUlJSY97K8+fPC7+v/vjo0aPRqVMnbNu2TWPgQ5vBgwfj0KFDSj+AYX+v9957D+vWrcPSpUuVSlDNsS1+Q6Fbt26wtrYWsmsGDBig8fW2b98ed+/erVH6X/29btOmDSwtLWuMSSqV4urVqzX+JtXp85r4uqov+++//0Iul2vdlj5j1fX1q6Mu+ygoKAj37t1TmscVqPqs8d9ro8t+re979eDBAwwZMgTe3t7Yu3evxozTFStW4JNPPsHbb7+N999/v8bv27VrV2P/9fX1FcZ1+fLlGq///PnzsLe3rxHArs1tAcDff/+t8uaWJroel5o1awYvLy+V+/qFCxe07lN8Xbq8JnV//9TUVCQnJ2vdlj5j1fe4XF1kZCTy8vLUzv2r7XipycOHD5Wm2uC07VeK4uPjazRqIYQQAqCOui0TQgip5ujRo0wul9d4fOHChQwAW7JkifBYUFAQGz58uM7r/vjjjxkAlpWVpfT4/fv32f3793VeT1FREbO3t2eDBw9mNjY2bPLkyTWWKS8vZ61bt2YODg7s4sWLSr+TyWTshRdeYADYli1bhMfj4+MZALZo0SKdx6LK0qVLGQA2c+ZMrcueO3eOSSSSGo+fP3+eAWCjRo3SebuZmZkqHx85ciQTiUTs3r17wmNfffUVA6D03ty5c4eJxWL2/vvva93WE088waKiopQe0/T+tW/fnvn4+LC8vDzhsRs3bjALCws2adIk4TF1+8hLL73EHBwcdBqHKidOnGC2trasX79+rKysTO1ySUlJzMrKir3xxhvCY3K5nPXu3Zs1a9aMVVZWCo/fvn2beXh4sKioKJabm6t1DJyDgwN76aWXdF6eMf3+Xl9//TUDwD788EO9tmHItqq7e/cuc3JyYiNGjNC6nXPnztXYX8rKylhYWBjr2rWr0rJDhgxhfn5+rLCwUHhszZo1DADbt2+f0rKxsbEsMTHRoNdUUlLC3N3da4x/4sSJzN7enuXk5AiPFRcXs9jY2Br7qq5j1ef1q/Lss88yV1fXGo8vW7aMAWCbN28WHquoqGA9e/Zkjo6OSuNSRdf9Wp/3Ki0tjYWGhjJ/f38WHx+vcfu//fYbs7CwYBMmTFD5XaTNb7/9xgCw33//XXgsKyuLubq6smeffbbOtsWNGjWK2dvbs6KiIp23o89x6bXXXmN2dnbs0aNHwmOHDx9mANiqVauU1qvqu1ef1xQZGcnatWuntP358+czkUjEbt++LTwmlUpZbGwsS01NVXq+rmPV5/WrcuTIEQaAHTlypMbvdD1eqvp+3bNnDwPAZs2apfS4vvuVu7u7TucLhBDS1IgYM2C2dkIIISbXpk0blJSUYPTo0YiMjIRUKsWZM2ewdetWNG/eHFeuXBHKi4ODg9GmTRvs3r1bp3V/8skn+PTTT5GVlaU011xwcDAA6NzQBKjKKuTzFB46dEhl9lJsbCyefPJJ5ObmYsqUKejUqRPy8/OxefNmXL58Ge+++y6++eYbYfmEhASEhIRgyJAh6NmzZ431Pf3002jTpo3GcV2/fh2dO3eGtbU1li1bprbMKzo6GtHR0XjzzTexadMmjB49GjExMbC2tkZsbCx+/vlnlJeX4/jx4+jatatO78nbb7+N06dPY8iQIQgMDERubi7++OMPXLx4ETNnzsR3330nLFtUVIQOHTqgqKgIc+bMgZWVFZYsWQKZTIarV6+qzJBQ1LdvX2RnZ+PmzZvCY/z9W7RoEebMmaO0/OHDhzF06FCEhYVh6tSpKC0txffff4/KykpcunRJmNdQ3T4yefJkbN++HRKJROs4qktMTES7du0glUrxzTff1Oh8yf8W3Ny5c7Fo0SJMnz4dnTt3xp9//ok9e/Zg06ZNQnOYoqIiREVFISUlBQsWLECzZs2U1tmiRQt0795d+PeuXbtw7do1AMDnn3+OqKgojBkzBgAwatQope2rouvfa+fOnRgzZgzCw8NVdhYfOHCg1nJHffaN1q1bY/z48QgMDER8fDxWrVoFJycnnD59usZ7osozzzyDnTt34p133kFYWBjWr1+PCxcu4MiRI+jTp4+w3OXLl9GjRw+0bt0a06dPR3JyMhYvXow+ffrgwIEDSusUiUR44oknlBqa6POaVq5ciTfeeAPjxo3D4MGDcerUKWzYsAFffvklPvzwQ2G548ePo1+/fvj444+VGproM1ZdX78qixYtwty5c/HOO++gc+fOcHR0xMiRI1FaWoqYmBg8ePAAM2fORHBwMLZv344TJ05g2bJleOutt9SuU9/9Wtf3qn379rh27Rrmzp2Ltm3bKq3Tx8cHAwcOBFCVSda7d2+4uLhg4cKFsLKyUlq2R48eQmm7OjKZDL169cLNmzfx3nvvwdPTEytXrsSjR49w8eJFYa7U2twWl5ubC19fX4wdOxZbtmzRuO7qdDkuAUBSUhI6dOgAV1dXvPXWW5BIJFi0aBECAgJw8eJFpe8kVd+9+rym3bt3Y9SoUejXrx+ee+453Lx5E8uXL8fUqVOxevVqYTn+3fDSSy8pNTTRZ6y6vn5VpFIp/P39MX36dCxYsEB4XJ/jZXh4ODp06IBOnTrBxcUFly9fxs8//ww/Pz9cvHhRWE7f/erSpUvo1KkTDh8+jCeffFLj6yCEkCanriOVhBBCquzbt4+9/PLLLDIykjk6OjJra2sWFhbGZs6cyTIyMpSWNVVGYVBQEAsKCtJrnPxOvp+fH5PJZGqXy8zMZLNnz2ZhYWHMxsaGubq6sgEDBrC///67xrI8I07dz8aNG7WOa926dRrXwX8+/vhjxhhj169fZ++99x7r2LEjc3d3Z5aWlszPz4+NHz+eXb58Wa/35ODBg2zEiBHM39+fWVlZMScnJ9azZ0+2bt06lVkNSUlJbNy4cczZ2Zk5OjqyESNGKGUdaqJvRiFjVZkiPXv2ZHZ2dszZ2ZmNHDlSKeuEMfNkFB47dkynvwUnk8nYggULWFBQELO2tmZRUVHs119/Vfla1f1Uzxh86aWX1C67bt06jePndPl78fdP3c+xY8dMti3GGHvuuedY8+bNmbW1NfP392evvfZajeOEJqWlpWzOnDnM19eX2djYsM6dO7P9+/erXPbUqVOsR48ezNbWlnl5ebE33nhDZXYcAPbEE08Y/JoYY2z16tUsIiKCWVtbsxYtWrClS5fW+Azx/ar6/qPPWPV5/dVJJBL2wgsvMFdXVwZA6RiakZHBpkyZwjw9PZm1tTVr27atTvuZvvs1Y7q9V5rWqfi30nb81PWzkpuby6ZOnco8PDyYvb09e+KJJ2pkltfmtrgffviBAVD5/aONLscl7ubNm2zQoEHM3t6eubq6sgkTJrD09PQay6n77tXnNe3cuZO1b9+e2djYsICAADZ//nwmlUqVluH7lar9R9ex6vP6VZk1axYLCwtTekyf4+W8efNY+/btmYuLC7OysmKBgYFsxowZNcaq7371/vvvs8DAQIMyWgkhpLGjjEJCCCGEEEIIISb38OFDREZGYt++ffUmc6+8vBzBwcH4z3/+ozHTlxBCmipqZkIIIYQQQgghxORCQ0MxdepUfPXVV3U9FMG6detgZWWF1157ra6HQggh9RJlFBJCCKn3CgoKhA7C6vBumKZUWlqqtlsj5+7uDmtra5NvmxBCCCGEEEJqGwUKCSGE1HuTJ0/G+vXrNS5jjq+zX375BVOmTNG4zLFjx9C3b1+Tb5sQQgghhBBCahsFCgkhhNR7t2/fRmpqqsZlVHVfNlZaWhpu3bqlcZmYmBi4ubmZfNuEEEIIIYQQUtsoUEgIIYQQQgghhBBCCKFmJoQQQgghhBBCCCGEEMCyrgegiVwuF/5fJBLV4UgIIYQQQgghhBBCCGl4FIuJLSw05wzW60AhABQVFdX1EAghhBBCCCGEEEIIadCcnJy0LlPvA4UAYGtrSxmFjYxMJsO9e/cQHh4OsVhc18MhxOxonydNDe3zpKmjzwBpamifJ00R7fekoWCMoaysTKdl63WgkAcHRSIRBQobGZFIBMYY/W1Jk0H7PGlqaJ8nTR19BkhTQ/s8aYpovycNjS77KTUzIYQQQgghhBBCCCGEUKCQEEIIIYQQQgghhBBCgUJCCCGEEEIIIYQQQghqMVC4dOlSuLm54YMPPqitTRJCCCGEEEIIIYQQQnRUK4HCy5cv45dffkFUVFRtbI4QQgghhBBCCCGEEKInswcKJRIJpk+fjm+//Raurq7m3hwhhBBCCCGEEEIIIcQAlubewHvvvYdBgwahb9+++OabbzQuW15ejvLycuHfjDEAgEwma5Stxv8YNw55Dx/W9TDqBmOQSqU4ZW0NNMK/LSE10D5Pmhra50lTR58B0tTQPk+aItrvGxW30FCM3b69rodhFjy+pguzBgr/+OMPXLt2DUePHtVp+aVLl2LhwoXCvx0dHXHz5k3cu3dPrxfVUEgkEkgVAqNNkVQqreshEFKraJ8nTQ3t86Spo88AaWponzev+LIy/JCWhneaNYOvtXVdD4f8P9rvGweJRIK4uLi6HoZZiEQiBAUF6bYsM1MELjk5Gf3798eOHTvQpk0bAMCIESPQtm1b/O9//1P5HHUZhdbW1o0yo7Apk8lkuH//PsLCwiAWi+t6OISYHe3zpKmhfZ40dfQZIE0N7fOG2blzJ4qLizFx4kSdll+5ciXeffdd/PTTTzo/h5gP7fekoWD/n/3q7OysNb5mtozCa9euISsrC3379hUek8lkOHPmDH766SdkZGTU+CDZ2NjAxsZG+DdjDIWFhRCLxRQobKTEYjEdUEmTQvs8aWponydNHX0GSFND+7x+vvzySzx69AiTJk3S6Zq3qKgIAJCZmUnvcz1C+z2p7+pF6XGfPn1w+vRppcfefPNNhIeH46233qIPESGEEEIIIYSQJi0nJwdFRUVISEhASEiI1uULCwsBAOnp6eYeGiGkiTJboNDJyQmtW7dWesze3h7u7u41HieEEEIIIYQQQpoSxhhycnIAANevX9cpUJifnw8ASEtLM+fQCCFNmEVdD4AQQgghhBBCCGlqJBIJKioqAFQFCnVRUFAAgDIKCSHmY9aux9Xt3r27NjdHCCGEEEIIIYTUSzybENA9UEilx4QQc6vVQCEhhBBCCCGEEEKA3Nxc4f9v3Lih03N4RiGVHpP6rKioCCdPnoRMJsOoUaPqejhETxQoJIQQQgghhBgsLy8PYrEYzs7OdT0UQhoUnlFoYWGBhw8forCwUOvniM9RWFxcjKKiIjg5OZl7mIRoVVlZiX///ReHDx/GkSNHcP78eVRWVgIAUlJS4OXlVccjJPqgOQoJIYQQQvSUl5eHXbt21fUwCKlzMpkMvXr1wvPPP1/XQyGkweGBwo4dOwIAbt68qfU5vPQYoKxCUncYY4iLi8PKlSsxduxY+Pr6ok+fPvjss89w7do1DBo0CH369AEAZGdn1/Foib4oUEgIIYQQoqdly5Zh7NixuHfvXl0PhZA6dfDgQdy7dw+JiYl1PRRCGhxeety3b18Aus1TyEuPASAjI8Ms4yJEmzFjxqBt27Z4++23sXfvXkRFRWHevHk4duwYMjIy8Oeff2Lo0KEAlIPbpGGg0mNCCCGEED3FxcUBALKyshAeHl7HoyGk7vz0008AqsogCSH64RmF/fr1wzfffKM1UFhRUYHS0lJYWVmhoqKCMgpJnTl9+jTCwsKwcOFC9OnTBy4uLjWW4Y8pBrdJw0AZhYQQQggheoqPjwdAd8lJ05acnIy9e/cCACQSSR2PhpCGh2cURkVFwdPTU2tDEx5wCQsLA0Cdj0ndkMvlKCgoQNu2bTFy5EiVQUIAwnybFChseChQSAghhBCiB8YYHj58CIBOfknTtm7dOsjlcjg7O6O4uBiMsboeEiENCp+7zcPDA9HR0bh58ybkcrna5Xkjk4iICAA0RyGpG0VFRWCMwdXVVeNyPIBIN1UbHgoUEkIIIYToIS8vTwgQFhUV1fFoCKkblZWVWLduHQICAjB48GBUVlZCKpXW9bAIaVByc3Ph4OAAGxsbREdHo7i4GA8ePFC7PA+48EAhZRSSusAD1toChfz3dFO14aFAISGEEEKIHng2IUAnv6Tp2r9/P5KTkzFlyhQha4TmKSREPzk5OfDw8AAAtG3bFoDmhib8O8ff3x+Ojo4UKCR1ggcK1ZUcc1R63HBRoJAQQgghRA+KgUIqpyFN1Zo1a2BhYYEpU6bAwcEBAM1TSIi+cnNz4e7uDgCIjo4GoFug0NnZGb6+vlR6TOoE3w+p9LjxokAhIYQQQogeKFBImrpHjx5h//79GDZsGAICAihQSIiBFDMKW7VqBSsrK42BQv6d4+rqCj8/P2RkZNTKOAlRxDMKecagOtT1uOGiQCEhhBBCiB4oUEiaup9//hlyuRyvvPIKAAiBwpKSkrocFiENilQqRVFRkZBRaG1tjcjISI2djxVLPn19fZGTk0Nzg5Jap+schfb29hCLxcLypOGgQCEhhBBCiB7i4+Ph7OwMCwsLuktOmpzKykr88ssvCAwMxKBBgwAAjo6OACijkBB95ObmAoCQUQhUlR8/evQIeXl5Kp+jWHrs5+cHgBqakNqna+mxSCSCi4sL3VRtgChQSAghhBCih4cPHyI0NBTOzs7U9Zg0OXv27EFqaipefvlliMViAI8zCqmZCSG6y8nJAQAhoxB4PE+huqxCHnDhGYUABQpJ7dO1mQlfhm6qNjwUKCSEEEII0VF5eTmSk5MRGhpKJ7+kSVqzZg3EYjEmT54sPEZzFBKiP1UZhdo6HytmcvFAITU0IbVNca5MbZydnSmjsAGiQCEhhBBCiI4SEhLAGENoaCicnJzo5Jc0KfHx8Th48CBGjBgBf39/4XFeekxzFBKiO55RWL30GFAfKMzPz4dIJIKTkxNlFJI6o+schQBlFDZUFCgkhBBCCNERb2TCMwopUEiakrVr14IxJjQx4SijkBD9qcoo9Pb2hq+vr9pAYWFhIZycnGBhYUEZhaTO5Ofnw8LCQrhJpImzszMKCgrAGKuFkRFTsazrATRl4tGjIVLonNiUiAFElJfD2sYGoroeDCG1gPZ50tQ01n0+8f8v7MK/+gquubkoLC6GZbt2dTwqUh81ts9ABWNYf+8eQqysMGTOHFiIHr8ql7IyAEDJV1/Bcs2auhoiqWONbZ83t7zsbACA98yZsLSzEx5vV1SE41euANHRsBQpv5OF8fFwqayEZbt2aF5ZCQDIWLkSljt31t7AiZKmuN8XJibCVSSCVfv2Wpd1T02FTCaDNDoaDhb1P0+NhYZCRp8nyigkhBBCCNHVg4oKAEColRWcLSxQxhikdJecNAF/FRUhQybDNFdXpSAhADj+/8VfsVxeF0MjpEHKkckAAB7/3xSIi7a1RTljuCeV1nhOgVwO1/9f3l0shrVIhIz/DxgSUlvyZTK46Bj0c/7/5Qr+f38nDQNlFNahphyplslkiIuLQ0REhNAxj5DGjPZ50tQ01n3+wZgxsNy/H343bsDp7beB1auRe/QoPD0963popJ5pbJ+BH4cOhWVGBl68dAmV/1/yyNmkpgLBwSh67jlULl1aRyMkda2x7fPmlj19OvDLL3A5dw6VCt1j22zZArz0Ei5/+inCn31W6TkFAQHwDg9H5bFjAADfsDCkenqi8ty5Wh07eawp7vf5ERFwcXFB5YULWpd1+vhj4H//Q84ff8C7VataGB0xBcooJIQQQgjR0cOHDxEcHAxLS0s4OTkBAE3STRq9+/fv48iRIxg1apQwL5oiPk9VcXFxbQ+NkAYrOzsblpaWcHZ2VnpcU0OT/Px8uCgEFX19famZCal1+fn5OjUyASDsrzSnc8NCgUJiEjQ5KSGEkMaOMYb4+HiEhIQAoJNf0nSsXbsWAGo0MeGomQkh+svNzYW7uztE1Ur5IyIiYGNjgxs3big9XlZWBqlUqhRY9PX1RUZGBmRU1klqiVwuR0FBgVLAWhO+HN1UbVgoUEiM9tFHH6F9+/YoKSkx6Xp37NiBCzqkMxNCdLdq1So899xzdT0MQhqk9PR0lJaWIjQ0FACEizUKFJLGTCqVYsOGDWjRogX69eunchmxWAxbW1uTnwsS0pjl5OTA3d29xuOWlpZo3bp1jYxCHmhRzOTy9fWFTCZD9v83RiHE3CQSCeRyuc4ZhfxcKT8/33yDIiZHgUJitH///RexsbFYuXKlydbJGMNLL72EDz/80GTrJKSpY4xh8eLF2LFjB4qKiup6OIQ0OA8fPgQAIaOQAoWkKfjzzz+RlZWFqVOnwkLD5PUODg6UUUiIHnJzc+Hh4aHyd9HR0UhNTVUKAPJAYfWMQgBIS0sz40gJeUxVwFoTqr5omChQSIzGTwoXLVpksjsFOTk5KC8vR0JCgknWRwgBbty4gUePHgEAUlNT63g0hDQ8PFBYPaOQymlIY7ZmzRpYWVlh0qRJGpdzdHSkQCEhOmKMCaXHqqiap5AHWhRLPv38/ACA5ikktYZf71PpceNGgUJiNJ6ZlJeXh6Um6nTH74qlpKSgsrLSJOskpKnbs2eP8P9055kQ/VUPFPKTX8rQJY1VUlISjh8/jqeffhre3t4al3VwcKBmJoToqKCgADKZTGNGIaAcKFQVoOGBwuTkZDONlBBl+mYU0k3VhokChcRoEokE7dq1Q2RkJL777jtkZGQYvU6+DplMRl98hJjI3r17hf+njEJC9Keu9JhOfkljlZiYCADo1q2b1mUpUEiI7nJycgBAbUZh27ZtASgHClWVHnfo0AEAcPr0abOMk5DqeMC6erdudaj0uGGiQCExWlFREVxdXfHpp5+iuLgYX3/9tdHrVMx24qWShBDDZWZm4sKFCwgKCgJAGYWEGCI+Ph7e3t5wcnICQHMUksYvNzcXAODm5qZ1WUdHRwoUEqIj/tlSl1Ho7u6OgIAAlaXHiplcfn5+aNWqFY4dOwbGmPkGTMj/44FCXTMK+XJ0U7VhoUAhMVpRUREcHR3x9NNPIyYmBj/++CPy8vKMWqfiPBv8bjYhxHD79u0DYwwvv/wyAJrLhhBDPHz4UCg7BihQSBo/fj6nLutJkb29Pc1RSIiOeEahp6en2mWio6MRGxsLqVQK4HGgpfrccP3790dqairi4uLMNFpCHtO39NjOzg6WlpYUKGxgKFBIjCKVSlFRUQFHR0eIRCJMmjQJUqkUZ86cMWq9FCgkxLT27NkDCwsLvPTSSwCo9JgQfUkkEmRmZgplxwAFCknjx4MZ6rKeFDk6OqKiokIIahBC1NNWegxUlR9XVFTgzp07ANSXfPbr1w8AcPz4cdMPlJBq9G1mIhKJ4OLiQudKDQwFColR+ATuvAyrZ8+eAIB//vnHqPVS6TEhplNeXo7Dhw+jW7du8Pf3h5eXF5UeE6Kn6o1MAMDGxgY2NjZ08ksaLX1Kjx0cHACAyo8J0YG20mOgZkMTVV2PAaBPnz6wsLDA0aNHzTFUQpTom1EIVO2zlFHYsFCgkBileqAwKioKLi4uRk+om56eDg8PDzg6OlKgkBAjnTx5EhKJBMOGDQMA+Pr6UqCQED1Vb2TC0V1y0pjpU3rs6OgIAFR+TIgOdMko5IHCmzdvAlAfoHF1dUXHjh1x4sQJyGQyM4yWkMf0naMQqMqCpXOlhoUChcQoPFDITw7FYjF69OiBS5cuobS01OD1pqenw9fXF0FBQVR6TIiR9uzZAwAYPnw4AMDf3x+pqak06TUheoiPjwcAtGjRQulxZ2dnuktOGi0ezKCMQkJMS5eMwrCwMNjZ2QkZhQUFBRCLxcJnTVG/fv2Ql5eHa9eumWfAhPy/goICiEQiIVFIF5RR2PBQoJAYhd81VjxQ9OzZExUVFbhw4YLB601PT4efnx+CgoKQlJQEuVxu9FgJaarOnz8PHx8ftG7dGkBVh7zS0lL6wiZED6pKj4GqQCG/aUZIY5OXlwdXV1eIxWKty1KgkBDd6ZJRKBaL0aZNG6XSY2dnZ4hEohrL9u/fHwCo/JiYXUFBAVxcXGBhoXsoid9UpSSFhoMChcQoPFDIMwoBoFevXgBgcPmxRCKBRCKBr68vAgMDIZVKqUMrIUbIz8+Ht7e3cGLp5+cHAFR+TIge4uPjYWdnB19fX6XHKaOQNGa5ubk6lR0Dj88FKVBIiHY5OTlwdnaGlZWVxuWio6ORmZmJ9PR05Ofnq20g0aNHD1hbW1NDE2J2mvZDdVxcXCCTyej7oQGhQCExSvXSYwCIiYmBjY2NwYFCHrzw8fFBUFAQAOp8TIgx8vLylMrG/P39AVCgkBB9PHz4ECEhITUyOfi8O3SXnDRG+gQKeUYhzVFIiHY5OTk6dRNXbGhSWFioNkBjZ2eH7t27459//hE6j+fm5qKystJ0gyYEjzMK9cGXpxurDQcFColRVJUe29jYoEuXLjh79qxBX048e9DPzw+BgYEAKFBIiKEYYzXu/PGMqNTU1LoaFiENSmVlJRISEmqUHQNVgUKZTIaSkpI6GBkh5kWBQkLMQ9fPlmKgUFuApl+/figpKcFrr72GmJgY+Pr6Yv78+SYbMyFAVUahPo1MgKpzJYAChQ0JBQqJUap3PeZ69OgBiUQizKmhD57l5Ovri+DgYACgzseEGKioqAhyuZwyCkmjsWrVKjz11FO1msGXnJyMyspKlYFCftFG3fxIY1NeXo7i4mKdGpkAj6tLKGhOiHa6ZhS2bdsWwONAIQ+4qDJgwAAAwK+//oq0tDQ4Oztjx44dlPFOTEZVAoIueGCRzpUaDgoUEqOoCxTyeQr/+ecfvdeZkZEBgDIKCTGF/Px8AModK2mOQtKQ7d+/H/v27RP27dqgrpEJ8Pj7j+6Sk8ZGl66siiijkBDdlJWVoaSkRKeMQmdnZ4SEhOD8+fOorKzUGKDp0qULtm3bhhMnTiApKQnPP/88EhIScO/ePVMOnzRhxcXFkMlkemcUUulxw2PWQOGSJUvQv39/NG/eHOHh4ZgwYQIdqBoZfjLITw657t27w8LCwqBAoWJGobe3N2xtbSmjkBAD5eXlAYDSiaWPjw9EIhEFCkmDxPfp2mxyFR8fDwAICQmp8Tv+2aLOx6Sx4YFCfTMKa3uy+l27dmHr1q21uk1CjME7HusahG/btq3wPaQtQPP000+je/fuEIvFGDRoEADg4MGDhg+WEAX8Ji2VHjd+Zg0UnjlzBtOmTcPBgwexY8cOVFRUYMyYMdTtphFRNUchUHUwiI6OxpkzZ/ROd1eco1AkEiEwMJAyCgkxEP9CVrzQs7Kygre3NwUKSYNUF4HCBw8eAFCdUUgnv6Sx4p81XecotLe3B1D7GYX//e9/MWPGDFRUVNTqdgkxFA8U6vrZ4vMUAtBYelxd3759YWlpiUOHDuk3QELU4IFCQ5uZUOlxw2HWQOH27dvxwgsvoFWrVmjbti1WrlyJ5ORkXL161ZybJbVIXekxUFV+nJmZqXcWaXp6OhwdHYU700FBQUhMTKT5NQgxgKqMQqAqY5cChaQhqotA4cOHDyESiYR5cxXxizY6+SWNjb7BjLrKKMzLy4NEIsHFixdrdbuEGErfsn4+TyGgX4DGyckJPXv2xPHjx1FWVqbfIAlRgZ/rUOlx42dZmxvjO5a6Eoby8nKUl5cL/+aBIZlMBpFIZP4B1rK4uDil19sQJSUlQSQSIS4uDhYWynFn3jBhy5YtGDVqlNLvGGOQSqW4du1ajb9tfHw8XF1dceXKFQBVd6hLS0tx7NgxnctfCKlvNO3z5sQbCuXl5QmfKaBquoDY2Fhcvny5UR5fm4KcnBxUVFQIXazrG3Ps84wx4QLr8uXLiIyMNMl6tbl16xa8vb1x+/btGr/LysoCANy4cUNlaTJpuurquG8q/MZ+9e8PdfjN40ePHum0vL5KSkpgbW0NS0vlyxce0Ny0aRPs7OxMvl2iu4a+z9eWf//9F0DVZ0aXz4riPl9QUKDX5ysqKgonTpzA+vXr0aVLF/0HS7RqSvv9pUuXAFRlFuqzH6akpAAA7t69a5bvB1OysbFBREREXQ/DLPRJvKq1QKFcLscHH3yArl27onXr1iqXWbp0KRYuXCj829HRETdv3sS9e/caZTaZRCKBXC6v62EYRSKRwNbWVmW5R6tWrQBUHVAGDx6s8vlSqbTGY9nZ2QgKChKCqN7e3gCqTjx5WQshDZWqfd6cePaVjY2N0o0Jd3d3SKVSZGdn61XGQuqPjz76CMnJydi6dWu9PjE15T5fWlqKyspKAFWNr2rjZhtjDCkpKQgPD1e5PRsbGwBVF28N/eYfMY/aPu6bCg/K29nZ6bRv8xvGEonE5J8FmUyG8ePHY+DAgZgxY4bweHl5ufD+Xrx4ES+++KJJt0sM01D3+drCg9v29vY6fVY8PDxgZ2eH0tLSGudz2sTExACoajDZrl07wwZMdNIU9nt+XWFra6vXfmhlZQWgYZwrVVRUIC4urq6HYRYikQhBQUE6LVtrgcI5c+YgNjYW+/btU7vMO++8g9dff134Nw8OhoeH1+uLoKZMLBbDxcUFnTt3Vvn7Fi1aIC4ursbvZTIZ7t+/j7CwMIjFYuFxqVSKgoIChIeHC8+5f/8+fvrpJzg6OqrdDiH1nbp93tz2798PoKrBkOJNmujoaOzevRu+vr6IioqqtfEQ00lOTkZ6ejr8/f0REBBQ18OpwRz7fHJysvD/IpGoVr4TcnNzIZFIEB0drXJ7PIPJ1dWVvqOIkto+7o8bNw729vZYt26dSbb3999/A6iaSiYsLEyn59jY2MDW1tbkn4W8vDxkZ2cjJydHad2pqanC/9++fRtRUVF0U7kO1dW5TkNz7NgxAFXnZh06dNDpOe3atcO5c+cQExOj1+crJiYGH374IW7evEnfUWbSlPZ7nlHYqVMnvfankpISAFXfEbQf1h2e/aqLWgkUvvfeezhw4AD27t2LZs2aqV3OxsZGuDMPVL2QwsJCiMViChTWUxKJBE5OTmoPir169cL69euRkZEhlCIrEovFSs/Nzs4GUFW2zB/nk8cnJSU1+oMvafyq7/PmxucCcXd3V9ouPxZnZmYqTZJNGobS0lJhjr6rV6/qfHewLphyn1ecBzAjI6NWPku8mVaLFi1Ubo9PiSGRSOg7iqhUW8f9I0eOoKysDL6+vli8eLHR6+OT1nt6euo8fgcHBxQXF5v89fKLzLy8PKV1K86XlZ+fj3PnzmHgwIEm3TbRX22f6zQ0PCvLy8tL5/eJBwrd3Nz0em/FYjEGDhyIX3/9FWlpafXyxmJjUR/3e7lcjoqKCpNVZ8pkMgQFBcHNzU2vBlKWlpZo0aIFrK2tqfGUmYhEIlhaWmrcB+tN6TFjDHPnzsWePXuwa9euen0hQwwjkUg0TsTLA4WnT5/G+PHjta6PX/gqzrkVGBgIoKr0mBCiH36hV31+T/4ZU8zGIA2H4vHw0qVLeOqpp+pwNLWH789A7TUz0dTxGKAJukn9UFpaKjQr+P7779GyZUu8+uqrRq0zJycHIpFIr0nrHR0dzdLMhM9/yMuhOR5wGTlyJDZu3IijR49SoJDUe7z0WNdmJgDw0ksvIT09Xamxia54oPDw4cOYPHmy3s8nDZNUKkVSUpJJpzrr1q0bWrduDVtbWyQlJen13JUrV8LKykrv5xH9ODs7w9vb2+hEO7MGCufMmYPt27dj8+bNcHR0REZGBoCqwdNkww3PmjVr4OHhgdGjRwuPFRUVqewCyfXs2RMAdA4U8i6sioFCPz8/WFpaClkdhBDd5eXlwcrKqsYxl2f4UufjhknxeHj58uU6HEnt4kEBoPYChfHx8QDUBwp5p1fqekzqEv9sPPfcc/j333/x9ttvIyQkBIMGDTJqna6urnplyNjb20MikRi8TXX4OnmAheOvu0+fPti7d69Q0klIfZaTkwNra2s4ODjo/JxOnTrh999/N2h7AwYMgEgkwoEDByhQ2EQwxpCZmQkLCwv4+/ubrDqTZ00GBgbqnT1ZVlYGCwsLNG/eHBUVFcjNzYWXl1eNhqjEMIwxlJWVCRWaPj4+Rq3PrIHCn3/+GQAwYsQIpcdXrFiBF154wZybJmYwb948BAUFKQUKJRKJxi+5Fi1awNfXF//8849O21CVUSgWixEcHIwbN25AJpPVu5RuQuqzgoICuLm51ThB8PPzA0CBwoaKBwrFYjEuXboExliTmKKDZxQ6OjoiNzcX5eXlSlOWmMPDhw8BqA8UisViODk5UaCQ1CmeaRcWFoZ58+ahd+/eeOGFF3DixAmD56HNzc2Fu7u7Xs9RTAwwJZ5RmJ+fr3QuyAOF7u7ueOKJJ7Bz506Dxk1IbcrJyYGHh0etfW97eXkhJiYGR48eRWVlZY3O4aTxkclkKC0tha+vr0kTtHjpqr29vd77r6WlJSorK2Fra4vU1FTk5eXB0dFRr8xaohn/W2dnZ+s1bYgqZg3f5uXlqfyhIGHDU1lZKUwkzUmlUkilUjg5Oal9nkgkQo8ePXDjxg2lkjF1VGUUAlUTdCcmJmLXrl2GvQBCmqi8vDyhNFKRt7c3LCwsqPS4gUpISAAA9OvXDzk5OU0m45oHBSIiIgDALAGJ6uLj4+Hq6qox8ODs7EyBQlKn+GfDzc0NERER2LZtG0pKSjB69GhkZmYatE5DAm58jkJT44FCQDmzmJ9buru7o3///mCM4cSJEybfPiGmlJOTU+vB7IEDByIvLw///vtvrW6X1A2ZTAbgcbdhU67X0P4RYrEYMpkMJSUlwnG8vndAbohsbW0BVMVvjEF5nkQn/E51VlaWcCeBn7RpChQCVfMUMsZw9uxZrdvhF30824l74403YGNjg8WLF5tsMlZCmgKeUVidpaUlfHx8aq18k5gWDww+/fTTAB53oWvs+Illq1atANROoPDhw4cICQnRuIyzszPNUUjqlGKgEAD69u2LFStWICEhAePGjRPmL9SHoYFCc5QeKwYKFcuP+fmpq6sr+vXrBwA4fvy4ybdPiCnl5ubWehbV4MGDAQAHDx6s1e2SumGu62Vjqvt4oDAlJUV4zJDvJqIZD+Iauw9QoJDohGcSlpeXCydrugYK+TyFupQfp6WlwcrKqsaXp4+PD1588UWcP38eZ86c0Xv8hDRVfI4pVXx9fan0uIFKTEyEr6+vcHxtKoFCnj0UGRkJwPyl8+Xl5UhOTlZbdsw5OzsrBTIIqW2KJbjclClTMHv2bJw7dw6vvPKKXhcNZWVlKCkpUXmjSRNHR0dIpVKTd7VUDD6qyih0c3NDWFgYmjdvjr///hsHDhwQMmoIqU9kMhny8vJqPaOwS5cucHFxqbeBwnXr1qF79+70XVrPGRsoBKrmdHZzc4O1tTVlFNZjFCgkOlG8e8tLWPiBnE/krk50dDScnZ11CvClp6fD19dXZTrz22+/DZFIhMWLF+szdEKaLKlUipKSErWBQj8/P6SmplKWbgOUmJiIoKAgREZGwt7evsk0NKntjMKEhAQwxrRmFLq4uFBGIalTPLOuemBvwYIFGDVqFLZu3YovvvhC7/Xpm/XE5602dfmxuoxCxUxKkUiE119/HSkpKRg5ciTCwsLw3//+F/fv3zfpWAjRRC6XY82aNZgxYwb69u2L4OBg/Pbbb8Lv8/PzwRir9YxCS0tL9O/fH//++2+NpkD1wc8//4xLly5h27ZtdT0UooEpAoUikQj+/v6wsbFBWVkZXYfUUxQoJDpRnJuQ/z8/CdQWKBSLxejevTsuXryoNb2YBwpVadmyJUaOHIndu3fjzp07+gyfkCaJBy7UBQr9/f1RUVFRL08YiXqlpaVIT09HUFAQxGIxOnToIDQ0aezy8/NhY2OD4OBgAObvfMwbmbRo0ULjck5OTpBIJJTBROpM9dJjzsLCAuvXr0f79u3x+eefKwUsNFEXeNSGnxPWZqDQ1tZWmMD93XffRVxcHObPnw+xWIyFCxeidevW6N+/PzZs2GCWsmhCFB09ehSvv/461q5dizt37iA1NRUHDhwQfs/337pouDNo0CDI5XIcOXKk1retSUFBAS5evAgAWLNmTR2PhqjDGDNJoNDT0xO2trawtbWFXC7XKwP9jTfegLW1Nb777juDxkB0R4FCohNNGYXaSo+BqvJjqVSqcQJduVyOjIwMja2858yZAwBYunSpTuMmpCnjF46aMgoBUEOTBubRo0cAgKCgIABATEwMCgoK8ODBg7ocVq3g5Vr8hpK5A4Xx8fEA1Hc85njDICqZInVFVekx5+DggJ07d8Lf3x+vvPKKTnNGa1qfJvb29gBg8oCcumYmeXl5NYKZISEh+Oijj3D37l3s27cPzz33HC5evIhp06ahefPmmD59Os6dO2fS8RHCHT16VPhvWloa3NzchO9twPBsXVMYOHAgAODQoUO1vm1NTpw4AblcDjc3N1y6dAlXrlyp6yERFUpLS8EYE5pl6MvZ2RlOTk7C9YeNjQ0A3Rua/Pnnnzh//jz8/f0N2j7RDwUKiU5UZRTqWnoM6DZPYU5ODiorK2s0MlHUrVs39OjRA5s2baK51QjRQpeMQsA0wZbPP/8cmzZtMno9RDveyIQHCjt27AigacxTyOfc9PDwgKWlZa1lFOrSzAQAdT4mdUZbBmCzZs2wc+dOiMVijB8/XmvGn6FZT3WRUajuO87CwgJPPvkkNmzYgEePHuH7779Hq1at8Msvv6BPnz4ULCRmceLECbi5uaFHjx4QiUQIDAxUChTy/bcuAoWBgYGIjIzEoUOH6lUVAg+uLlmyBEBVGTKpf/g5Dj/n0ZejoyNatmwpdGLmAUddGpqkpKTgnXfewfr1603eyZmoRoFCohNVGYX8brEuGYWdO3eGtbU1Tp8+rXYZHvhTV3rMzZ49G1KpFMuXL9e6XUKaMnWlaBz/rJki6L5o0SL88MMPRq+HaFc9UBgTEwMATWKeQp49ZGFhUStdux88eABLS0s0b95c43L8pJnmKSR1JS8vD46OjhovoDp06IBPPvkEmZmZSqWQ6tYH1M9AIQ+KAlXTEegyRjc3N7z66qs4c+aMUNp49+5dk46RkMLCQly+fBm9e/eGhUXVZXZgYCCSk5NRWVkJoG4DhUBV9+PU1FTcvHmzTravypEjRxAQEIAXXngB0dHR2Lx5s8mPIcR4RUVFEIlEwly0xuKBQm0ZhXK5XGjOFRUVZZJtE+0s63oApGEwNqPQ1tYWnTp1wtmzZ9XO4cQv+DRlFALAiBEj0LJlS6xevRr/+c9/dApUEtIU8W6QvCyyOp5RaGzpsVQqRVlZGbKysoxaD9FNQkICgMeBwvDwcDg5OTX6jELGmFL2kI+Pj9mbmcTHxyM4OFjrfDw8UEilx6Su6NpFddy4cZg7dy527NiBMWPGqF2OB+P0DRTyC0hTlx5LJBLY29ujpKRECLQwxpCbm6s2o1CdNm3aAKjKUCHElP755x/IZDL07dtXeCwoKAgymQypqakIDAys09JjoKr8+Ntvv8XBgwfRtm3bOhmDouTkZMTFxWHSpEkQiUSYNm0aZs2ahe3bt+Oll16q6+E1KqNXjcbD7IeGPZlVZf5ZWFjAeo+1zk8L9QzFzhk7Vf7O2toaIpFIa0bhokWLYGlpiTfffFOvIRPjUEYh0UlOTo5wl9qQjEKgqvy4sLAQN27cUPl7HijUllFoYWGB2bNno6CggFLTCdGABwrVZRTyoLyxGYW8FIEfG4h5Vc8otLCwQMeOHXH58uVG3UyjpKQEFRUVwv7s6+uL9PR0s5VPMcYQHx+vdX5C4HF5v2KmEyG1SdVcfaoEBASga9eu2Lt3r8aLM0NLj83Z9djNzQ3Ozs5CtmNxcTEqKyv1brhiqptkhFR3/PhxAFAKFAYGBgJ4PL9wXTYzAYDevXvD1ta23sxTyMuO+/fvDwB4/vnnYWdnR01N6hm5XA4AQqasKYhEIqHzMbd582a4ubkJPydPnsTy5cuxZs0aiEQik22baEcZhUQn2dnZ8PX1RX5+vpA1pE9GIQD06tULixYtwunTp1XeweLBCm0ZhQDwwgsv4OOPP8Z3332H119/neYqIEQFHihUl23h5eUFsVhs9MUSDxRKJBKUlJQIk9kT80hMTISPj4/Q5ROoKj8+ceIE7t69i1atWtXh6Myneim9r68vpFKpzplU+kpPT0dpaalOgUIvLy8Aytn3xDSOHz+Od955B9u2bUN4eHhdD6feys3NFQIS2owZMwbnz5/HoUOHMHLkSJXLGFp6bM5AoaOjI6ytrYVAi7bpNdQx1XcfIdUdP34cXl5eSuWR/HOZmJiIXr161XlGoZ2dHfr06YPjx4+juLjYZGWkhqoeKHRxccH48eOxYcMG3Lhxo15kPTYW6jL7dJGSkoL09HRERkaadJ+xtbVFfn4+5HI5LCwsMHLkSHTp0kX4/R9//IHMzEy0aNFCeEwmk2Hu3Ln4/vvvce/ePZONhSijjEKik5ycHHh4eMDb21sIFOqbUdi9e3eIRCK1DU14RqGmrsecra0t3nzzTSQlJWHbtm06bZ+QpkZb12OxWAxfX1+TZRQClFVYGxITE4VsQq4pNDSpvj+bco5NVXRtZAIA3t7eAGj/N4c9e/bg1q1beOedd5SyR2/duoUuXbponPu4qZDJZCgoKNA5YDZ69GgAwI4dO9Quk5OTA5FIpHbqCnX4zWNzlB47OTnBzc1NCLQYGigUi8Xw8/OjQCExqdzcXFy7dg19+vRRynzi39eKGYUikUjv/daUBg0aBKlUihMnTtT6tnft2oXly5ejsrISjDEcO3YMUVFRShVl06ZNA0BNTeqTwsJCiMVikycD8M7HUqkUQFVcISwsTPiZNm0aLl26hIsXLwo//v7+mD17Nnbv3m3SsRBlFCgkOsnOzoanpye8vLxqZBTqGih0dXVFmzZtcPr0aZWlYunp6RCJRDoFCgFg+vTpcHBwwOLFi+tV5y5C6gttXY+Bx+WbxqBAYe0pLS1Fenp6jUBhU2hoUr2Unl9UmGuewgcPHgCAThmFnp6eACij0Bzu3LkDADh48CD++usvAFXZas8//zyuXr2K/fv31+Xw6oWCggIwxnTO/gsODkbHjh2xe/du4eKsOl7KrG1+zurMmVHo5OQEDw8PowOFQFX5MQUKiSmdOnUKjDGlsmOgZukxn1dT38+WKQ0aNAhA1XG1tr311luYPXs2hg8fjpMnTyItLQ0DBgxQWqZr166IiorCpk2bUFJSUutjJMoqKytRUlICJycnk5f/aut87OHhgTZt2ij9WFlZwdfXFxERESYdC1FGgUKiVXl5OYqKiuDh4QFPT09kZWWBMSYECvW5s9CrVy+kp6cLmRqK0tPT4enpqXMZsZubG6ZOnYqbN2/Wm3k2CKlP+EWUpowQPz8/pKWlCXOPGIIChbWHX2hUDxSGhobC1dWVMgpNKD4+HoBugUJeekz7v+nduXMHwcHBcHZ2xpw5c1BSUoK3335bCCDygG5TxgNn+jT1GDNmDAoKCoSyP1XrNKSk3xzNTPg5p5OTE9zd3VFcXIzy8nKtWfOa+Pv7IyMjQ+hES4ixVM1PCFTdSLKzsxO+v7Ozs+us7JiLiIhAYGBgrQcKk5OTkZycDF9fXxw7dgxDhgwB8LjsmBOJRJg6dSry8/Pxxx9/1OoYSU38mp83bjMlnlHIOx9XVFTgzp07SE1NpUSgOkaBQqIVnwvG09MT3t7eqKysRH5+PoqLi+Ho6KjXpKY9e/YEAJWlQunp6VobmVQ3a9YsiMViLFmyRK/nEVIf5eXlmTToXVBQACcnJ1haqp+O1t/fH5WVlUZlQvHMRYACJebGG5kEBwcrPS4SiRATE4OrV6822gvf2s4o1Kf02N7eHg4ODpRRaGLFxcVITExEly5d8PHHH+PRo0cYNmwY1q9fjyFDhqBZs2YUKMTjz4Y+gT1t5ce5ubkGZerx0mOeBZSUlGR0eWNZWRlkMpkQKASqzk0Ned2cv78/5HK52Tunk6bj+PHj8PPzQ8uWLZUeF4lECAoKEr6/DQ3Cm5JIJMKgQYNw//59lckb5nL+/HkAwOeff46ff/4Z1tbWsLW1Re/evWss+8ILL8DW1pbKj+sAYww5OTnCcVzfKkJ9VM8oTE9PR3FxMdLS0nDv3j1UVFTUeM69e/cwa9Ysk4+FKKNAIdGKX/jwjEKgKhjA7+7qo1evXgCAM2fOKD3OGENaWppOjUwUBQYG4plnnsHRo0dx5coVvZ5LSH2zfPlyDB8+XMhkMpYuXTD5Z86YEix+AgFQoNDcqnc8VtSxY0eUlpYiNja2todVK6qXGfJpKsx1oR8fHw8fHx+dG3Z5e3vT/m9id+/eBQBERkZixowZaNOmDc6cOQN/f3+sXbsWYWFhePjwYZPPOuAZhfoEH8LDw9G2bVv8/fffQlOD6us0JOtJMaOQMYYXXngBw4YNM6p8kGetKwYKc3NzjS49BqjzMTGNrKws3Lp1C0888YTK0sygoCAkJSUJAZi6zigEgIEDBwJArVZl8UBhly5dMHHiRFy+fBnHjh1T+T3r7u6OMWPG4PTp07h9+3atjZFUBesSEhIQGxuL2NhY5OXlwcbGRgjqmZKlpSXEYjHKy8shlUqRlZUFe3t7eHl5oaioCLGxsSaf85bohgKFRKvqGYVAVfCQd6DTh7+/P0JDQ2tkFBYVFaGkpETvjEIAmD17NgBg8eLFej+XkPokJSUFgOmCbQUFBVonoucXS8aUbyqWHvM5TIl5JCQkAFAdKGzs8xTWRTMTXbIJOU9PT8ooNDEe9I6IiIClpSV++OEHxMTEYPPmzfDy8kKLFi1QUFAgnKc0VYaUHgPAlClTkJubi0GDBsHT0xO9evXCjRs3UFpaitLSUoMCcIpzFJ49exbnz59HRUWFcOwyBL8Z5ejoKARYcnNzDX7dwOPvPv69S4gxeNZs9bJjLjAwEKWlpUhMTER5eXmdZxQCVeW+YrEYBw4cqLVtnj9/Hq6ursLcci1atBDOXVShpia1TyKRIDU1FXZ2dvD09ER5eTkqKyvNUnYMVGW32tjYoKysDOnp6WCMwd/fH4GBgQgODoZMJsPdu3eRmZnZ5G8K1jYKFBKt+Al49YxC3oFOXz179sT9+/eVLqj4hZ6ujUwUtWvXDgMHDsT27dtNlolFSF3gnzVeTmUsfTIKjWloolh6TGVc5qUpo5CfbDfWeQqrlx7b2dnBxcXFLPtcUVERMjMzdZqfkPPy8qITWRPj8xBGRkYCqMpCOXv2LHr06AHg8fyRTb382NAS3DfeeAMnTpzA//73PwwfPhxXrlzBwIEDhXkLDQlmWFtbw8rKChKJBEuXLhUeN0WgUF3psTEZhea60UCaFnXzE3K8oQmvfqoPGYUuLi7o1q0bjh8/rrapkSlJpVJcvnwZXbp00Xnaqp49eyIiIgK//vqr2mYXTdHJkyfNkg1dWVmJ+Ph4WFhYICQkBEFBQYiOjkZ4eLhwzDQHW1tbVFRUIDs7Gw4ODkJQ0sPDAxEREbC2tkZSUhLi4+Mhk8nMNg6ijAKFRCvFQKGxGYXA43kKFUuF+YWevqXH3OzZsyGXy/Hdd98Z9HxC6gNTBgoZY8jPz9eaUcizskxReiwSiSij0MwSExPh4+MDOzu7Gr8LDAyEp6dnow0Uqioz9PX1NcuFvj6NTDgvLy9IpVKlUnxinDt37sDCwqLGnF9cixYtAFCgkGfW6RswE4lE6N69O959911s374df/zxB4qLi/HMM88AMCxQCFRl/t2+fRt///23cN7Ib3IYgpedKQYK8/LyTFJ6TBmFxBSOHz+OwMBAtVno1QOF9SGjEKjqfiyRSHD27Fmzb+vatWsoLy9H165ddX4Ob2qSm5uLnTt3mnF0DUdCQgIGDhyIL774wqTrZYzh0aNHkEqlCAgIEM4zLSws4OzsrHG+c2PxhiY8m1CxfN/e3h6RkZFwdXVFXl4e7ty5g9LSUrONhTxGgUKileIchYqdHSUSiUGBQp71cu/ePeExfqFnSOkxUJU+3759e6xbt67JlyCRhot/1hQz9AwlkUggk8m0XkCZIquCjzcgIIAyCs2ooqICsbGxaoNXvKHJ9evXayU7oLbl5+fDxsZGKUjq6+trln1On0YmHHU+Nr07d+4gNDRUuIiojgKFVYwJmCkaMmQI/vrrL+GC0NBghoODA+Lj48EYw+effw7AdBmFPBOLZxQ6ODjA2tpa73U2a9YMAM1RSIyXmpqKu3fvqp2fEHhcBXD16lUA9SOjEKgKFAKole7H586dAwC9AoUAMHHiRFhbW2Pt2rXmGFaDs2vXLjDGTH7sysnJQV5eHlxdXYUKwtrC5z50dHRUWa1oaWmJ0NBQBAQEoKysDHfu3KHr/VpAgcImTNdSQ8U5CvmFUEpKCqRSqUGlxy1btoRIJFLqssXHYmhGoUgkwuzZs1FSUoIffvjBoHUQUtd4VogpMgr5OrTN3eTp6QlLS0ujTjgKCwthZWWFwMBAyig0o3/++QeFhYXCib0qHTt2RHl5OW7dulWLI6sdqkrpfX19kZeXZ/KSJJ5RyANRuuDfjzRPoWlUVFTg/v37wlxWqlCgsAoPFJoiS6l///7YvXs3OnfuLFSA6IvPU9ihQwdMmDABFhYWRk0NozhHoWLpsaGdmYGqoKOTk5PSd19GRgaCg4PVdoImRBU+P+ETTzyhdhmeUcjnEK4vgcIOHTrA09MTu3fvhlwuN+u2eKCwS5cuej3P09MTo0ePxsmTJ4UGV03Z33//DcC05xqlpaVISkqCtbU1goKC1Aa8zcXZ2RkuLi5o3ry52m2LRCL4+PigZcuWEIvFSEhIoBs9ZkaBwibqn3/+QWBgIDZu3Kh1WVVdj/kJnyGBQjs7OwQHByudNBqbUQgA48aNQ1BQEFauXEkpyaTBkcvlJi09rt74QR0LCwv4+fkZlVFYVFQEZ2dneHt7Izs7G5WVlQavi6i3e/duAMCIESPULtOYG5rwO92KAgICAChnqJsCZRTWvQcPHqCyslKYn1AVJycneHt7K914bIpyc3NhaWlpUJWHKr1798bp06fRvn17g57Px/H222/D2toazZo1M0vpcX5+vkGNTDg/Pz+lC81Tp04hNTW1RsM9QjTRNj8hULWvWVpaCt8P9SVQaGFhgQkTJiA2NhaLFi0y67YuXLgglJDqa+rUqQCoqUlOTg7++ecfAKYLFMrlcsTHx0MulyMkJMSsJcbqWFpaIiwsDPb29lqXdXJyQqtWrWBjY0PzQpsZBQqbqGvXrgEAPvroI61BtZycHDg6OsLW1hbW1tZwdXUVgnyGnpRGRkYiMTFRCCjwjEJjAoWWlpZ46623kJWVpVMAlJD6pKCgQJig1xSlx3wdupyQ+fn5Gd3MxMXFBd7e3mCMUTmAGTDGsGvXLmFiaXUac0OT/Pz8GhlTPIPjyJEjJt3Ww4cPYW9vr9d3EmUUmhZvZNKqVSuNy7Vo0YIyCv8/27a2s0DUiYiIQEREBMaNGwcACA4ONlnpsYuLCywsLIQyOWOyKJs1a6YUKOQ3WIz5PiRNz4kTJ9CiRQsha1AVsViM5s2bC/+uL3MUAsBnn32GqKgofPLJJzhz5oxZtpGWlobExER069bNoOc/8cQTCAsLw4YNG1BeXm7i0TUce/fuhUwmg0gkMtm5RkpKCkpLS+Hn52eym03mZmVlBRcXF8hksia9P5gbBQqbqKSkJABVB4cVK1ZoXDY7O1tprgIvLy/hzrChB5SIiAihsxJQdVLm5OQklKsYavLkyXBzc8OyZcuoKxJpUBSDa7WZUQhUBejT09MN/swUFRUJmT0AZVSZw82bN5GQkIARI0ZoDAY0a9YMfn5+jS5QyBhDbm5ujf25T58+sLGxwaFDh0y6vYSEBL3Lbyij0LSqdzxWJzQ0FFlZWSgsLKyNYdVLunS4r00///wzLl68CCsrKwBVgcK8vDyDb4Iplh5bWFjA3d1daT4tQ/n7+6OwsFDIWOSNJmiuXaKrR48e4eHDhxrLjjnFQGJ9ySgEqiq9Nm3aBGtra0yaNEmYBseUzp8/D0D/+Qk5kUiEl19+GdnZ2ULpbVO0a9cuiEQi9O3bF4WFhUbPR52fn4/MzEw4OjoaPP1XXeExg+Li4joeSeNFgcIm6tGjRwCqJtf9+uuvNX4p5OTkKH2heXl5CQEFQ0qPgccn/rGxsQCqAoXGZBNyjo6OePXVV3H//v1a/SJhjNEdaGIUxUChKTIKdZ2jEKi6WJLJZAbPL1hQUCCUHgMUKDEHXcqOuY4dO+LmzZsmn7evLpWUlKCioqJGMMTe3h69evXCqVOnTDblBJ8knJc164oyCk2LBwo1zVEI0DyFAIzOrDM1CwsLYXJ64HEjB0OzCnkgz9nZGUBV05bExETI5XKjAqS8mVdqaioYY5RRSPTGy44bcqAQAFq3bo1ly5bh0aNHmDFjhsnXb2gjE0WTJk2ClZVVk21qUlpaikOHDqFHjx5Cpr0xFTxSqRSJiYkQi8UIDg6uNxnpuqJAoflRoLCJSkpKgp+fHz799FPk5+fj66+/VrusqoxCztBAIT/xj4uLA1B1UmaqOxlvvPEGbGxssHjx4lqbt2DlypUIDAzE3LlzUVFRUSvbJMaZN28epk2bVtfDECgGF0zZzESXiyj+2TNknkLGGAoLCylQaGa7d++Gi4sL+vTpo3XZmJgYVFRU4ObNm7UwMvMpKipCSUkJAM1dXQcOHIiysjKcOnXKJNstKChAcXGx0BVVV5RRaFp37tyBv78/XFxcNC5HgcKqOQrrU6CwuuDgYACGBwp5tig/5/Tw8EBycjIA40o4FQOFCQkJwnGGAoVEV7yRiab5CTkeKLSzs4OdnZ05h2WQyZMnY9iwYdi5c6fJG9NduHBBmFvOUN7e3hg1ahSOHj3aJI/3R48eRXFxMUaOHCkEmg29MckYQ0JCAiorKxEUFAQbGxtTDtXkPvvsM7Rp0waurq7w9vbGkCFDcPXqVVhaWlKg0IwoUNhEJSUloXnz5njuuecQHR2NFStWCOXIikpKSlBSUqJ054sHAwDj5igEqi4EysvLkZuba5KMQgDw8fHBiy++iAsXLmDz5s0mWac2W7ZsAQAsW7YMgwYNoi5MDcCuXbuwffv2ejMJrrkyCrVdZAPKF0v6Ki8vR0VFBQUKzSg1NRUXL17E4MGDhVI+TRrDPIX5+fmIiYnBqFGjAGgupR84cCAAmKz8OCUlBcDjz4WubG1t4eTkRBmFJiCXyxEXF6e17BigQGFpaSnKy8uNKsE1N94UyNBAoeIchYBycNDY0mOg6jPPswltbGxQWFgo3KQgRB3GGI4fP46IiAidkh14Zm19yybkRCKRkBnJEzlMISEhAWfPnkXv3r0hFouNWteECRMAAAcPHjTF0BqUXbt2AQBGjhwpJPAYer6RkZGBoqIieHp61qtpK9QJDw/Ht99+i8uXL+PYsWMICgrC8OHDUV5ejtLSUrN37G6qKFDYBEmlUqSlpaF58+awsLDAggULUF5ejs8++6zGsjx4oZhRqPj/hgYKXV1d4enpiTt37gh3bk05N8L8+fPRrFkzTJ8+XbjbZy5paWm4cOECnn76acyaNQunT59G165djerwR8wvOzsbJSUlJgnKmQL/rFlZWZk0UGjujEI+VhcXF8qoMpO9e/cC0K3sGKgqPQYadqDwrbfeQkJCAk6ePIn79+9r3J/btGkDPz8/k1048EChvhmFQFVWIe3/xktOTkZxcbFegUJzdD6+ePEiWrdubfKu2qbEp46pzxmFPEBi6HmRRCKBjY2NcKNE8bUac5HLP+OpqalCoJAHSmieQqLNw4cPkZSUpFM2IfA4o7A+f1arV3yZAp83fubMmUavKzw8HMDj7+mmQiaTYffu3WjVqhXCw8ONChRKJBKkpKTA1tZW7ylW6srzzz+PJ598EqGhoYiKisKiRYtQWFiIxMREMMboxo6Z1H7/a1LnUlJSwBgTvrAGDhyIfv36YePGjXjrrbfQpk0bYVl+AFKXUWho6TFQNQH57du3heCEqTIKgaq7xH/99Rf69euHcePG4fjx44iKijLZ+hXxi/gxY8bgueeeQ+vWrfHaa6/h559/xqeffmrUug8ePIgbN25g1qxZOmUSEd3IZDIhMJeamlovMjH4Zy04OFhldq++9JmjkH/2DAkUKpaE+fj4AKBAoant3r0blpaWGDJkiE7L+/j4oHnz5g02ULht2zZs2bJF6Ga7detWtG3bFoDq/VkkEmHAgAHYuHGjkC1vDJ5Za2ig0BSf36ZO10YmQNVFt6urq1kyCvfu3Yv79+9j8+bN+Pjjj02+flPggcL6nBXSrFkzWFlZCQ3s9MUbZnGK56TGfH8r3iS7c+cO7Ozs8MQTT+DgwYPIyMgQMiEJUYUnIugyPyHwOFBYXzMKAdMHCrOysrBu3Tp06NAB/fv3N3p9PAvYkPPVhuzChQvIzMzE5MmTATxO2tF3jsKntz6NO5l3wBiDjbUNRKfNPy9hqFsodo7fabL1SaVSrFmzBi4uLujUqRNyc3NRXFzcYDo2NySUUdgE8YsYfjElEonw5ZdfQi6X47///a/SstoyCo0JFIaEhEAikQgXs6YMFAJAdHQ0tm7diuLiYjz11FMmn2+D27Vrl9JF/EsvvQQfHx/8/vvvRpe1zp49Gx988AFGjBhh1IS1RFleXp7wt6kvZeL8Yq9FixYoKyszuhFFXl4erKysYG9vr3VZY068eKDQ2dkZzs7OsLa2NttnrSmSy+U4evQoevbsqdcFcceOHXH79u0Gd5c1JSUFM2fOhJeXF44cOQIvLy9s2bJFa4YsLz8+fPiwScYA6F96DFR9P2ZlZdWbKQ0aKn0ChSKRCKGhoWYJFPKGa7yZUH2kT/Z4XRGLxQgMDDSq9FjxfFMxI8uY7CxfX1+IRCKh9Dg6Olq4QdDUAhFEf/o0MgGqrrvs7e2NvpllTsHBwbCxsRGOwcZasWIFSktLMWfOHJM0y3BycoKTk1O9OXc3VGpqqpBoogveoPOpp54CAIPmKGSMobS0FEzOYGVpBZFFw2pesmfPHri5ucHJyQnfffcd9u3bJ3yWaJ5C86CMwiaIdzxW/KLq1KkTxo0bh+3bt+Off/5Br169AGjPKDQmes/v1B47dgyA6QOFADBgwAAsXboUM2fOxG+//WaStHdFEokER44cQZ8+fYSLeLFYjLFjx2LlypW4evUqOnToYNC609LScPfuXXh5eeHYsWPo1asX/vjjD7Ru3dqEr6BpUgxk1ZeTjezsbFhYWAglWgUFBUpdI/VVUFAAV1dXnU7MPDw8YGVlZdB7wQOFLi4uEIlE8PHxoZItE8rJyUFZWRlatmyp1/NiYmLw119/4fr16+jWrZuZRmdajDFMnz4deXl52L59O/z9/TF+/HisXLlS+J5QFwwZMGAARCIRDh48iClTphg1Dh4oNKQkx9vbGxUVFcLnjxjm2rVrAKDz912LFi1w+fJllJaWmrRJAL9YvnbtGhITE4Xjc33SEDIKgary4wsXLoAxpnfAQCKRKJ1vmqr02MrKCj4+Pjh//jxyc3PRsWNH4VyUvseIJnx+wjZt2ig1edTExsYGJ0+eNMv1jqmIxWKEh4ebJKNQIpFg1apVaNGiBcaMGWOC0VXx8/Nr8KXHX331FX744QfcvXtXaPakya5du+Dn5yfMQW1I6XFOTg4WtF0AFxcXtGjRot52Od68eTPeeOMN4d+7du1Cr1690LdvX1y8eBE5OTlYu3YtXnjhBfzzzz+wtbWlQKGZUEZhE8QzCnkKPPfpp5/C0tISH374oZANoSqj0BRdj4Gq0mMAOHnyJADzBAoB4NlnnwUAnDt3zuTrPnToEMrLyzFy5Eilx8ePHw+gqoTOUPx9+d///ofly5cjMTERPXv2xKpVq2jSViMpfrHWl5ONnJwceHh4CBc9xnY+zsvL0zlQIRKJ4O/vb3TpMVB1fKCMQtPhc7jysm5dNcSGJj/88AMOHTqEyZMnC01MnnvuOQDA77//DkB9maGnpyc6duyIo0ePQiaTGTWO1NRU2NjYGFQexr8r6TNgnFOnTiE8PFzpxqQm5pinsLKyEvfu3YODgwOAqmyG+og3+qnP854BVZlKEonEoOoITRmFxgbk/f39hZtkioFC6nxMNImLi0N6errO8xNy0dHROh/X6kpkZCQSEhJQWlpq1Hp+/vln5OXlYfbs2UY3MVHUrFmzBp/xy7Or+dyomty5cwd3797FiBEjYGFRFbrRN1BYVlaGpKQkWFlZITg4uN4GCYGqZi0XL14Ufvj5rIODA8LCwtC1a1esXr0alpaWWLduHRwcHCCVSlFRUVHHI298KFDYBFUvPebCw8Mxbdo0nDt3TkhxVpVRqBgoNEVGIQ+ImLKZiSJXV1e0bt0a58+fN/m6eTlS9SYD3bt3R0BAgFFddXmgsE+fPpg+fTr2798PT09PvPXWWxg4cCDu379v3OCbMMWL+PpyspGTkyPMtQUY1/m4pKQESUlJOt/lBqo+f8Y2MwGqAlqZmZlUemkihjZ7amgNTe7cuYP//Oc/CAkJweLFi4XHu3btiuDgYEilUgCas4cGDhyIvLw8/Pvvv0aNJSUlBf7+/gadSPMLQAoUGu7Ro0dISEhA7969dX6OOTofP3jwABUVFXjxxRdhY2NTb8uPeaCwvmcU8qwZQ8qPNc1RaOzrVjy2dujQgQKFRCf6zk/YkERERIAxhrt37xq8jsTERCxevBg+Pj548cUXTTi6quB+QUFBg84i49fiugQKebdjfgMVAKytreHs7KzzjZekpCTI5XKEhITA0rJ+F5Q6OTkhLCxM+FFXJSCXy1FeXi7czGvI+0N9RYHCJigpKQl2dnYqsyU+/PBDODg4YP78+aisrFSZUejh4SFcQPEPpyE8PT2F4IKNjY1ZT3K7d++OR48eITk52WTrrKysxN69exEdHV2jHMnCwgLjxo1DYmIiLly4YND6T5w4gaCgIOHkuk+fPrh8+TJmzJiBU6dOISYmRugkRvSj+MVanzIKPT09hUChMRmFmzZtQmFhoZBNqwtfX19kZmaisrJSr20VFRUBqJqjEKi6kVBWViY8ToxjaLMnDw8PhISENIhAYUVFBaZMmYKysjL8/PPPSgEBkUiktB9r+p4YNGgQABjd/TglJcWgRiYAZRSawqlTpwCgzgOFvOw4JiYG/fv3x4kTJ0zSkd7UGlLpMaB/oFAmk6GkpETpxrTiazU2o5B/1m1tbdG6dWu4ubnBysqKAoVEo+PHj0MkEqFPnz51PRSTM7ahyc2bN/HEE08gPT0dCxYsMGoaHVV4cL++TB1kCH7tcfXqVa3L7tq1C05OTjWyVz09PXXKKCwpKUFhYSHc3d2NqgSsK8XFxZg/fz7Onz+PxMREXL58Ga+88gpSUlIwduxYChSaEQUKm6BHjx6hefPmKrMlfH198fbbbyMuLg4bNmwQDkCKZR6WlpZwd3eHo6OjkAJtCJFIJHwZ8QmlzYXP0WXK8uOzZ88iJyenRtkxx8uPecmcPvj8hNVPQJycnPDtt9/iyJEj8Pf3x9y5c9G3b19hwnWim/o2RyFjTCg95sFzQwOFcrkc3333HVxcXPS6i+vv7w+5XK53x2J+4awYKASo87GpGJpRCFRlFd65cwcSicTUwzKpBQsW4NKlS5gzZw569uxZ4/e8/NjGxkbj/HNdu3aFk5OTUQ1NysrKkJ2dbVAjE4AyCk3hn3/+AaBfoLB169awtrY2Kou/Oh4obNWqFUaMGIGKigocOHDAJOs2pYZSesyrSPQNFPLjl6qMQmdnZ6OzY/hnPTo6GpaWlhCJRPD19aU5ColacrkcJ06cQPv27et9gN4QvImUIQ1Nzpw5g/79+yMrKwsbNmwweTYh8Di4Xx/O3w0hkUiEc/wrV65o/M5KT0/H+fPnMWjQINjY2Cj9zsPDQ6eMQn4+bq7KPXMTi8WIi4vDs88+i6ioKIwePRo5OTk4duwYoqKiYGdnBwsLCwoUmgEFCpsYxhiSkpJqzE+o6J133oGXlxc+++wzJCUlwdXVFVZWVkrLeHl5meSuBP8yMvfEvjxQaMryY96tSl2gsFOnTggJCcEff/yh95yC2koaevfujUuXLuHtt9/GhQsX0LlzZyxcuFBtNlhxcTFatWqF1atX6zWOxooHwJs1a2bWE40VK1YIJQOaFBQUQCaTwcPDw+jS48OHDyMuLg5Tp07Va2oA3riBNxHQlWLXY+DxXHoUKDQNfrGq7xyFQFUmFGNMpzvWdeX8+fP46quvEB0djY8//ljlMlFRUejYsaPG7y2gqjFBv379cOHCBYMD7fx4QBmFdefkyZMIDg7W+vdW5O7ujpdffhkXL17E/v37TTIOfgMuIiICw4YNA1A/ux/zQGF9b55jaOlx9XlwgceBQlMEafhnnU/XAIAChUSjW7duITs7W+/5CRuKli1bQiQS6Z1RuGfPHgwZMgQVFRX466+/9Kpq0QcPeNWXiiB9KVa3ZWVlaax227NnDxhjSmXHnKenJ7KysjQGGsvLy1FcXAx3d3eTZ3bWFltbW/z+++9ISEiARCJBYmIiduzYgU6dOgGoSjxycHCARCKpl1n/DRkFCpuYvLw8SCSSGvMTKnJ2dsaHH36I1NRUnD9/XqnsmJs5c6ZJOgjzjEJDLoL10bJlS7i7u+Ps2bMmW+eFCxfg7OyM9u3bq/y9SCTCuHHjkJKSgjNnzui1bsX5CdWxt7fH119/jZMnTyIkJAT//e9/0bNnT1y/fr3Gsvfv38eDBw+wZcsWvcbRWPFAYXR0NDIyMvQut9VFamoq3nnnHUybNk1rRpfiXKDGlh5///33sLCwwIwZM/R63rhx4yAWi/Hdd9/p9TxVpccABQpNhZceGxooBOrvPIXFxcWYMmUKLC0t8csvv8Da2lrtsn/++adOzSQGDRoEmUyGo0ePGjQmYwOFlFFonPT0dNy7dw+9evXS+7lz586FtbU1PvvsM5NkFd65cwf+/v5wcXFBs2bNEBMTg/3799e7CdPz8vLg5ORU44ZufePj4wNbW1skJibq9Tz+HaMYKLS3t4e1tbVJAoVRUVEAlG/M+vj4ID09nRrHEZUa8/yEQNXnKygoSK9A4YYNGzBu3Dg4Ojri8OHDGDBggNnGx7+f68sc4/riAc4OHToAqMoqVGfXrl2wtLTE0KFDa/zO09NTCASqwwNnDTWbUFcBAQEQi8V48OABBQtNiAKFTcyjR48A1GxkUt0rr7wilImomsvwlVdewZw5c4weD88oNPcBTCQSoVu3brhy5QrKysqMXp9MJsPly5fRsWNHjeXXhnY/rj4/oSZdu3bFxYsX8f777+P69evo1q1bjQwi/qV08eJFo7uYNQbZ2dlwcnJCSEgI5HK5WTIH/vrrLwBVF3Fr1qzRuKziXKDGlB7HxsbiwIEDePrpp2vMm6lNcHAwxo8fjyNHjug0uTJXvfSYMgpNKz09HZ6enhqDaOrwk9DaDBTGxsZi3rx5OgVT/vOf/+D+/fv44osv0KZNG43L+vr66nQ8HDhwIICqjvSG4MdKQ0uPKaPQOHx+QkPm/QoICMC0adNw6dIlIePfUHK5HHFxcWjVqpXw2MiRI5Gfny+URtcXubm59b7sGKg6DwsKCkJ8fLxez1NVeiwSidCrVy+hWsQYnTp1QlxcHMaMGSM85uvri8rKSmH+R0IUHT9+HGKx2KAbGg1FREQE7t69q9M86IsXL8a0adMQEBCA48ePCzcpzaWhz1HIzzN4I0x1gUKJRIIjR47giSeeUJkxrq3z8ZUrV1BaWgoXF5cGm02oK3t7e4SHhwvBwvz8fGqqaAIUKGxieJclbSU91tbW+PTTTwGoDhSaSqdOneDi4oIuXbqYbRtct27dUFFRoVcQRJ24uDgUFxcrlaqo0q5dO7Rs2RI7duzQOWstNTUV9+7d0+tCydbWFp9//jk2bdqEyspK4WJLcZ0AIJVKzdL9uaHJysqCl5eXWU82duzYARsbG/j6+mLZsmUoLy9XuywPFCrOUWjIHbHly5cDAN566y0DRgy8++67AIBFixbp/JyioiLY2toKgSzKKDSt9PR0g6dmcHV1RVhYWK0GCtevX49FixZpDabs378fP/74I/r27WuS7HQuJCQEYWFhOHTokNaTRLlcjkmTJuG3334THuMn8IZmFNrY2MDFxYUChQbi+42hF+Bz586FjY0NPv/8c6MuEpKSklBcXCzczAQeX9TVt/Lj/Pz8el92zIWEhCAxMVGvTD1VGYVA1TFE3wx4TeNSnCeb3/CihiakOplMhpMnTyImJka4QdoYRUREoKysTEgwUUUul+P999/HBx98gKioKJw4cQItW7Y0+9gaeqCQlxoPHjwYVlZWagOFBw8eRHl5udoprvj1ubp5Cjds2ACRSCRUOjR21YOFV69eRVxcHJKSkpCdnY2SkhIKHuqJAoVNDA8UassoBIBnnnkGb775Jl5++WWzjcfb2xuZmZlmmey2uu7duwOAScqP+YW3trtmIpEI48ePR2ZmplBOrA1fzpCSBp5BVH2+C8V/6zqOxiw7OxseHh5C1pCpTzaysrJw6tQpDBo0CG+//TZSU1OxadMmjeMBYFQzk5ycHPz666/o1KmTwVkW7dq1w+DBg7Fz507cv39fp+cUFBQIYwYeX2BRoMQ00tLSjJrDNSYmBvfu3TOqi7Y++L6sqXFUdnY2pk+fDmdnZ6xZs8aopliqDBw4EI8ePdJaNnXv3j389ttvWLFihfCYsaXHQFWwnPZ/w5w8eRL+/v5CF2N9+fv745VXXsHly5eNCujxSfwVA4Vt27ZFUFAQdu/erfFiIzc3t1Yz9xtKRiFQlbleXl6u13cuDxTqM+eusXggguYpJNVdv34d+fn5jbbsmNPW0KSiogJTp07F0qVL0bNnTxw9etTgTHx9WVlZwdvbu8EHCkNCQtCmTRu1gUI+xzm/SVWdtgqGe/fuwdLS0qCKlIbK3t4eERER8PHxgYODA0pLS5GZmYnExETExsbi2rVrJqksbCpqJVD4008/ITo6Gr6+vhgwYEC9nS+pKdC19BgALCwssGTJEpUTqJqSObsdK+rUqRPEYrFJA4V8IlVN9C0/1mV+QnWaNWsGkUhU4w4g/zK1srKqd2VTtY0xhuzsbHh5eZmtc9rff/8NuVyO0aNH45VXXoGbmxuWLFmitoRDMaPQ2toa9vb2emcUrl27FqWlpZg5c6ZRn6k5c+ZALpdj6dKlOi1fWFiolOnBT1zoAst4EokExcXFRgcKAc1z4JiStkAhYwyvv/460tPT8e233+rVsEJXupYf8+zyy5cvC4Gd5ORkiEQio6bD4BOM15Z79+5hwIABJp2Dty7k5OTg1q1b6NWrl1HHsPfee0/Isjc0e0Cx4zEnEokwYsQIxMfH49atWyqfJ5fLERMTgzfeeMOg7err3LlzyM/PbzCdV9u1awdAv+kQ1GUUmhO/4dVQ50Aj5sPnJ2ysjUw4Poe8qhtu5eXlGDduHDZt2oThw4dj7969tX4M8vf3b7Cfz5SUFNjY2MDT0xMdO3ZEWlpajddSUVGBvXv3okOHDmrPkzSVHstkMqSmphrdFb4hsrW1RUBAAFq2bIl27dqhTZs2CA0NhaenJ2QyGc1hqAezBwp37NiB+fPn4/3338fx48fRpk0bjB07lu621xGeUcg7nDYlDg4OiI6Oxvnz541OPb506RI8PDx0mjOrdevWaNOmDf7880+t83bdv38fO3bsQEhIiE7rrs7a2hq+vr41MgpTU1Nhb2+PPn364Ny5cxrLYBs7iUSC8vJyeHp6Cnc/Td05befOnbCyssKIESPg5OSEGTNm4MGDBzh8+LDK5RUDhUBVyag+GWAVFRVYtWoV/P39MXbsWKPG3qdPH3Tp0gUbNmzQqeyqqKhIqfzG0tISHh4edIw3AX7iaIpAYW3doOMnrOqOs7/++iv+/PNPjB07Fi+88IJZxtC3b19YWVlpDRTyuVwrKirw77//Aqg6Vvr4+BjVGMLLywvZ2dm11gjh0KFDOHnyJEaMGNGgp5bgN7EMuUmmyM/PD9OnT8fVq1fx999/G7QO3vFYMaMQgFACpq6b/cOHD5GSkiIEE8xp/fr1GDBgAOzt7fHqq6+afXum0LVrVwCaM46rUzVHobnxYy7d8CLV8e9Svi83VvzYpypQuHXrVuzbtw8TJ07E77//Djs7u9oeHvz9/ZGamtogS0mTk5MREBAAkUiktqHJ6dOnkZeXp7bsGHgcKFRVepyamoqKioomGShUJBKJYGNjAzc3NyH2oa3BJHnM7IHClStXYtKkSZgwYQIiIyOxZMkS2Nvb49dffzX3pokKSUlJQue5pqh79+7IyMjQezJtRRUVFbh27RpiYmJ0znoYP348cnNzceTIEbXLZGZmCpOlL1myxODxBQQECAFhLjk5Gf7+/ujduzfKysqEi+KmiAewFAOFpswozMvLw9GjR/Hkk08K80a9+eabsLe3x9q1a1We1Cg2MwEAFxcXvQKFO3bsQEpKCl577TWjSwxEIhHmzJmD8vJyYc5DTaqXHgNV5RTnzp3DTz/91CBP4uoLHqg1Jrutffv2EIlEtRYo5Ptybm4u7t27p/S7hIQEvP322/Dz88Py5cvNlk3u6OiIHj164MSJExpLTBTnqz19+jSAqmOBseVTXl5eqKysrLVy74SEBABAWVkZhg8fjosXL9bKdk3N2PkJFc2ZMwd2dnb4/PPPDQrY3rlzB+7u7sKcq1zv3r3h4uKitqyZZxomJSWZ7WYJYwzvvfceXnnlFfj6+uL48ePo16+fWbZlaq1atYKTk5NeAe26zCikQCGp7saNGwgNDW3U8xMCVeej7u7uKkuPjx8/DgBYsGBBnQWi/P39IZVK1TbyqM9SUlKEiiZ1gUJ+k0tToJAnF6h6D/h1blMPFCoSi8Wwt7eHRCKhaxMdiZgZ3ympVAp/f3+sX78ew4cPFx6fMWMGCgoKsHnzZqXly8vLlTKd+NDGjh2LkpIScw2zSbl06RKsrKwQHR1d10NBaWlprd+Fys7Oxr179xAWFlbjAkBXxcXFuH79Opo1a6Zz2VxZWRmuXLkCLy8vhIWF1fi9XC7HzZs3UVxcjNDQUOEk1RBxcXHIzc1Ft27dhAvxCxcuwMHBAc2bN8etW7fQvHnzJplVClTdSbpx4wYCAwPRrFkznD9/Hk5OTmjdurVJ1p+VlYX79++jRYsWShMIx8fHIz09HZGRkTVKNPjfjM+jefPmTZSVlelU2g5UnbgWFxejU6dOJjspuHLlCioqKhATEwOxWKx2ubNnz8LNzU0p86a4uBhxcXEoLy+Hl5cXQkNDTT4PXVPAj1fh4eFCENkQV69ehVwu19p8yRQuXLgglNi3aNECTk5OwnH+1q1bKCwsRKtWrczefCElJQWPHj1C69atawSyFcdqa2uLkpISuLi4oFWrVir3Z309evQIKSkpaN++vdHfcXK5HJWVlRpvAPDjR+vWrXHnzh2IRCK0bt26Vud0M4Xr16+jvLwcnTt3Nsn6EhISkJaWhoiICL3n8Ltw4QLs7e1VduO+e/cucnJyEBMTU+PvkpycLNyo4/u5qc91CgoKcPv2bTg5OSEiIsKo7Ne6cPv2bRQVFaFLly463Sww5edJV3K5HOfPn4enpyfCw8NrZZuNSW2e38tkMhQVFdVKQx/GGM6dO2f0d0RDcfPmTZSWltY4Jl+6dAlisRjt27evm4Hh8bE2OjoaDg4OdTYORbrs99WPLfzf1fcpfiNT03lbZWUlLl68CB8fH4SGhir9LjMzE5WVlVizZg28vb1rbZqv+k4qlaKiogJ2dnaN+rqET7P1/fff17jhZW9vjz/++APOzs5a9wuzhplzcnIgk8lqBGS8vLxqZBoAwNKlS7Fw4ULh346OjsJBqjYnhm6sGGOQSqWws7OrN+9nbY+Dn1Dn5eUZfBGVl5cHoKrMV5/x29nZIScnB35+fjUOTvHx8SguLoaPjw+cnZ2Nel94UKewsBDW1taQy+WQyWQQi8UQi8UQiUTIz883azfr+qy4uBhA1eehtLQUVlZWKCsrM9m+yLv9Vv+cubu7Iz09HUlJSTUyesvLyyEWi4XlRSIRKisrdRpTcXExJBIJPDw8UFFRobW8XVdeXl5ISkpCcnKy2o5pipk6imO1sLBAy5YtkZCQgKysLJSUlNDFlgH4DTK+rxrK1tYWeXl5KCoqMuvdZcYYZDIZHBwcUFxcjPz8fDg5OaG0tBR5eXkoLCyEp6cnbGxszH7s5yfrWVlZKoNs5eXlkMlksLe3B2MMhYWFKCwsBAClz6IxTFHekpSUhPz8fLRp00btCV1JSQmsrKxgbW2NkJAQPHz4ELdv30ZYWFidlIQZQiaTobi4GC4uLibbNzw8PJCeno7ExES93ofKykrIZDK13/GOjo7IyclBRkZGjQA+z34DqhpS2djYADDtuQ7PgA8ICEBlZSUqKytNtu7aYGtri4KCAuTm5sLe3l7r8jyBwFTfbboSi8UmPTdoamrrfUtPTxduwpq7Woq/Jn3P/xsqKysrFBUVKZ07SKVSSKVSeHh41Iv3QCKR1KuAj7b3hB/PLCwshGVtbW0hkUiEf5eWlgo32nV5j1UdpyQSifB5oOy5x/i+IpPJGnXwlDEGxpjKfUOf123WjMK0tDS0bt0aBw4cQJcuXYTHP/roI5w5c6bGfF3qMgqtra0b9R+ztiQmJiIyMhIzZ87E119/XadjkclkuH//PsLCwjRmK5kaY0zI2NNnjhxFb775JtauXYv79+/r1RlzyZIlmDdvHrZt26aUSv7o0SNERERg6NCh+OOPP4ze17///nvMnTsXhw4dQq9evXDv3j1ER0fj3XffxRdffIFBgwbh8uXLSEtLa3CZCKawceNGTJ8+Hdu3b8fw4cMxdOhQXL582SQlRuXl5fDx8UH37t2xb98+pd/JZDJMnDgRf/75Jw4fPoyePXsKv+vYsSPkcrkwZ9rkyZOxdetW5OXlaT3xnThxIv744w9cvnxZaeJ9U7wWvr7Y2FjhgldRamoqWrRogRkzZqgsl5fL5XjxxRexY8cOXL16VZgcm+hm/vz5WLx4MW7cuKEyE1lXK1aswJw5c7Br1y4MGDDAhCNUlpaWhtDQULz22mvYtWsXXFxcsHnzZoSFhWHQoEG4dOkSHjx4UCs3KeRyOUJCQuDt7a2yFHf79u148cUXsXbtWty6dQtLlizB6tWrMX36dHz66aeYO3euwdv+7bffMGXKFGzZsgVPP/20Ea+iqgz30qVLOH36tMrMAsYYfH190aFDB+zfvx8AcPToUYwdOxZ2dnbYt2+f0ECiPtu/fz9Gjx6Nb775xqSNQD744AMsW7YMmzZtwpgxY3R6zsmTJzF48GAsXLgQs2bNqvH7/Px8NG/eHAMHDsSOHTuUfte+fXsUFRUhPT0do0aNwq+//mrSc52MjAyEhYWhT58+2LNnj9HrqwsHDhzA008/jSVLlmDGjBlal3/llVfw66+/IjMzs1bLj/m0DbXVCKqxqO3z+2eeeQa7du3Cn3/+icGDB5t1W5s2bcK0adP0Op40ZOvXr8drr72GVatWYfLkyUqPbdy4EePGjauzsfHjyMqVKzFlypQ6Gwen635//PhxDB06FEuXLsVrr70GAHj11VexYcMGXL9+HeHh4fjyyy/xxRdf4MCBA1rn7A0MDETLli1rxFRefvllnDlzBrt370ZgYGCTnXKsusrKSly/fh1ubm4ICQmp6+GYTVlZGZKSkhAQEFDj+o0njtV5RqGHhwfEYnGNeVqysrJUZqjY2NgovRh+l59nQRHj8IYNQUFBtRqc04RnudWm7t2746+//kJJSYlBJ52XL1+Gr68vmjdvrtd++cwzz2DevHn4448/lC4eDxw4AACYNGmSSbJ9eDl0SkoKxGKxMM9Z8+bNIRaL0adPH5w6dQrXr19XCuA3VlKpFFZWVsLfis+h5uPjA7FYDH9/fxw/fhylpaVGl+plZGSgvLwc7du3V7lfT548GX/99RcWL16s9OWfk5OjdHLBS5MlEgkcHBxw//59jB07FmvWrFEqAXn06BH+/PNPDBw4UGWJnDHs7e0xa9YsfPDBB9i2bZtwkqiIZ2e6uLiofL1isRgvvfQSduzYgX379pmsvLup4MHrZs2aGXWc5PvMlStXzHohlZubC6AqG7Vbt27YsWMHioqKcPv2bZw5cwYTJ05Um51qamKxGAMGDMDmzZuRmZlZY55HHpTv2LEjXF1dsWTJEvzxxx8AjH+/mzdvDqDq81l9PSkpKfDy8tJ5LlHewf7GjRsqS3Jzc3NRWFiIkJAQYVsDBw7E9u3bMXbsWAwfPhwHDhyoF9ONaMLniOzTp49JzwnmzJmD1atXY8GCBRg7dqxOmSd3794FAERFRakci4eHB/r06YOjR4+irKxMKHsrKyvD/fv3MWLECNy7dw9Xr14Vnm+qc52NGzeisrISr7zySr05j9NXt27dAAAXL17Em2++qXV5npnr7Oxcq5lDvr6+uH79eoN9n+tabZ3f88ZD2dnZZt/e7du3AVR1724K+8WYMWMwa9YsbNu2DVOnTgVQdSMFAPr161en7wFP1EhLS6tXfwtt+z3PCOfXZAAwatQobNiwAX369MFPP/2E3bt3w93dHb1799b62jw8PJCTk1NjuYSEBLi5ucHCwgIikahBx1EqKirw0UcfYf/+/YiPj4eLiwv69++PL7/8Uu85pa2srGBnZyd8rzTk90UT/je3sLCosW/okyNo1m9ca2trtG/fXqn7m1wux8mTJ002Bw3RHb/g4BcxTVW3bt0gl8sNmvC9rKwMN27c0KuRCRcUFIRu3bph9+7dSnNu7tmzB1ZWVhg4cKDe41GFBwr5PEm8AzI/mPbu3RsAaqUrY13LyclBZGQk5syZIzzGJ/3lJWOmbGjCg7LqutQGBwfj6aefxr59+3Dt2jUAVQfsnJwcpSwrPqcab4Zw8OBBxMbG4rPPPlNa36pVqyCTyTBz5kyjx67KK6+8AhcXF3zzzTcqGwLwUk11c8ABVSeT9vb2DTb7pS6lp6fDwcHB6AA2v6gxd0MTxaY83bp1A2MMN2/exE8//QQAwt3z2sKPqaq6H1+5cgV2dnaIjIwU5gblzaaMnb81KioKwOPGFlxubi6ioqIwe/ZsndYjkUiEG608sFkdn7A8ODhY6fFBgwZh27ZtKCoqwpAhQ3Dz5k09XkHtO3XqFFxdXdG2bVuTrtfb2xszZszArVu3hECwNuo6HisaMWIEysvLlbI4YmNjIZPJEBUVhY4dOyIhIUFlN0pDyWQyrF27Fr6+vhg1apTJ1lvb3N3d0bJlS50bmkgkEjg5OdV6eaGvry/y8vI0NkQidau0tBQPHjwAUDuNZ27cuAE7Ozu0aNHC7NuqD1xdXTFs2DAcP34cKSkpYIzh5MmTaNWqVa3d9FOHBwpN2YywNvBrMsVr8VGjRuHPP/+EWCzG+PHjcfXqVQwdOlSn5BFPT0+V3zMJCQmNZi76kpISXL16FR9++CHOnz+Pbdu24e7duwZn9To5OaGiokKpipWoZvZv3ddffx0bNmzAli1bEBcXh9mzZ6O4uBgTJkww96ZJNfyEll/ENFX8otCQ0uMbN26gsrISMTExBm17/PjxKC4uxt69ewFUzWd07Ngx9O3b12Qd1PgXA/8y4l+i/Eu1W7ducHR0xKeffopPPvmkXswxYi4fffQRkpOTlS7meKCQz51qypONtLQ0AOoDhQDw3nvvAQAWLVoEoGpieplMpjTXFZ+Uu6CgAMDju9gHDhwQLviLi4uxdu1atGzZEoMGDTJ67Ko4Oztj+vTpuHv3Lnbt2lXj9zxQqGnftbW1xYABA3DmzBmTXjQ3BWlpaUZ1PObs7e3RunVrpS6/mpSVlRnUKVaxozjPGjp79iw2b96MDh061PoNQnWBQsYYrly5IgRQPT09ERERIcz1ZmzXYw8PD/j5+dUIzl2+fBklJSVYv369MJepJrybMVCzIyLHA4WqSmiGDh2KrVu3oqCgAEOGDBGOI/VNcXExLl26hB49epglM+Tdd9+Fg4MDvvjiC6HRjiZ37twRmn+pwxv0KR4X+d+7TZs2QidLfkPIFA4dOoSEhARMnjy5wU8b0q1bNzx8+FCnz0FRUVGtlhxz/HucOh/XX3fu3BGyY3TZl4x148YNtZnGjdVzzz0Hxhh+//13PHjwAMnJyejbt29dDwseHh6wtrYWzrsbCl7dV33qqmHDhuHixYvo1asXgKrrRV3wjMLqc4anpaXpNT1Wfebi4oJ9+/Zh/PjxiIiIQNeuXfHtt9/i8uXLQhKUPvjNd8U5hYlqZg8UjhkzBp999hkWLFiAPn364ObNm9i+fXud34loavLz87Fjxw50794dLVu2rOvh1KkOHTrA2traoEDhv//+CwA6d6OtbuzYsRCJRPj9998BVAVvpVKpUldwY3l7e8Pa2lrIKKz+pWRvb4+9e/ciPDwcCxYsQPv27WvMp9cYXLp0CWvWrAFQ1RWUB0SzsrJgZWUlXHjwoAB/n4zBMwo1BXc6dOgglAbev39fCFwqduXkgUKeUXjr1i3hzuK3334LoKoELT8/HzNnzjRrpsXMmTNhY2ODb775pka6ui6BQqAq+0YulzfK/cycMjIyNAad9RETE4OkpCStF73l5eWIiIhAu3btcPz4cb22oZhR2L59e9jY2GDLli0oLi7Ga6+9VuslHt7e3mjfvj2OHDmidBKdkJCAvLw8pTn/FOcMNcXJdZs2bXD79m2lwBTPCiwvL8ePP/6odR2KgcIbN26oDHLxZdTNtTN8+HBs2bIFubm5GDx4MDZv3oyTJ0/i7t27OgXNasO5c+dQWVmpdS4mQ3l6euL1119HbGwstm/frnX5O3fuIDIyUuP+GhISgjZt2mDv3r3C+8gzSNu0aSPsW7oG53WxevVqiEQioQSwIevatSsA6JRVWFRUVCcdvH18fABQoLA2HDt2TOl4pyvFrG1z/50yMzORnp5u8qzn+m7YsGFwdnbGli1bhLJjcx2r9SESieDv72+Sc/falJycDGtr6xqNsICqRI+DBw/i2rVrGDZsmE7r8/LyglwuFxptAo/PC1RlFMbGxuLKlSu1+sOz9E2poKAAIpHIoG7n/PvEFA3nGrtayeOfPn06bty4gYyMDBw+fNjgIAsx3NatW1FaWlovJnytazY2NujYsSPOnTunNWumsrISX3/9NQYPHoyYmBj897//BaC5Xb0m/v7+6N27N/bt24eioiLs3r0bAEwaKLSwsEDz5s2VAoVisVg46QWq7uZfuHABX3/9NbKysvDUU09h3LhxBt2ZqU3Hjh2Dl5cXevTogXfffRfbtm0TXqciuVyOt956CxYWFhg3bhzkcrlwQpmdnQ0vLy/hItCUpce6ZBQCwPvvvw+5XI7FixcL87opnjTwUt6CggIwxnD79m107doVvXr1wubNm5GSkoLvv/8ebm5umDhxotHj1sTX1xcvvvgizp8/j3/++Ufpd7oGCocOHQqRSETlx3qQSqXIzs42aaAQ0B64iI2NRVpaGuLi4jBo0CBMnjxZCIBro5hRaGNjgw4dOqCiogIuLi545plnjHsBBhowYACys7OVMvL4/ysex3v06AGgal82RfZSmzZtUFZWJpTFAY8Dhc2aNcOPP/6otaSRn+zHxMSgpKREmDtPkbrSY0WjRo3Cpk2bkJ2djcmTJ2PAgAFo06YNXnrpJf1elJmcOnUKwONpMcxh9uzZcHR01JpVWFBQgNTUVI1lx9zIkSORnZ0tBLtu3boFGxsbhIWFoV27dhCJRGpLxvUhk8mwceNG7N27F0OHDkVQUJDR66xrPFCoyw1bXnpc2/g5k67HP2KYnJwcDBs2DMOGDVOalkcXilnS5s4o5BnDTS1QaGtri9GjR+PKlSvCzff6ECgEqs7fG1pGYXJyMgICAtTe4Le0tNSrMSGftognHQCPzwsaS+lxdWVlZfjwww/x7LPPGlSNZ2VlBVtbWxQVFVFHaC3qTz/xJi41NRU9evQwW3e1n3/+GY6OjnXaoao+6d69O/Lz8xEXF6d2mfj4ePTv3x/z58/Hv//+i9LSUrRq1QqzZ882KiN2/PjxKCsrw19//YV9+/ahbdu2Jj/xDwgIEAJoqamp8PPzq1EqYWVlhbfffhs3btzAuHHj8PfffyM6OhqLFi2CVCo16XhM5dChQygoKMDdu3fx/fffY+LEiWjRogVCQ0Px/PPP47vvvsOFCxewZs0aXLhwAW+88QZeeOEFAI9LwHJycpSCcjxQaIqTDV0yCoGqC+Ju3bph48aNuHHjBgCoLT1OS0tDXl4eWrdujXfeeQcVFRV47rnncO/ePUydOlWYSN+c3nnnHYhEIqFcmtNljkKg6oKrc+fOOHjwYL3dt+obnh1h6kChtnkKeUD9yy+/xNChQ7F582a0bdtWmA9TE8WMQuBxMGDixIm1sp+qwsvyDx48KDzGg6Xt27cXHuOBQmPLjjk+xYdi+fHVq1fRokULvPXWW8jMzMTWrVs1roMHCnnzK1VBp4SEBNjZ2SndCFJl9OjRuHr1KjZt2oTFixcjLCwM+/fvrxdZhadOnYKDg4NQrmsOHh4eePPNNxEXF6fxfb9z5w4AzfMTciNHjgTwuPz45s2baNWqFSwtLeHo6IiWLVsadU7HGMNff/2FmJgYTJ06Fc7Ozvjggw8MXl99EhUVBScnJ50zCusiUMi/x9PT01FWVoaDBw/i4cOHtT6Oxu7kyZNCx9hPP/1Ur+fevn0bVlZWCA4ONntGIT9Xa2qBQqCq/BioqqqKiooSpu6pa35+fsjMzGxQ55UpKSkmLQnm51uKU/toyihs1aoVOnToUKs/+gQ+AWDz5s1wc3MTfhSTFCoqKvD888+DMYbly5cb8I5V4fMUNqR9py5QoLCeOH78OP7991+dymL0xVN/n3nmmTop36iP+PxZ6u5mb968GZ07d8a5c+fwzjvvIDU1Fbdv38apU6fw1VdfGbXt0aNHQywW45NPPkF2drZJswm55s2bIz8/H0VFRUhJSdF48dusWTNs3rwZe/bsgb+/P+bNm4dOnTrVy2YncXFxsLS0RGpqKm7evIk1a9Zg2rRpcHFxwY4dOzBnzhz06tULb775Jnx9ffHf//4X7dq1A/A4UJiVlaUUlPP19YVIJDJJ+UJGRgZsbW21Bs5EIhHmzp0LqVSKBQsWAFBfeszvmEdFRWH48OEIDw/H+fPnIRaLMWPGDKPHrIvw8HCMHj0a+/fvx/Xr14XH+RyKulzEjRgxAkVFRUL2ENFMW2McfbVt2xZWVlY6BwpHjBiBP//8E9u2bYOzszPeeust9OjRQ5h+QRXFjEIAePbZZxEdHW22Zju66NGjBxwcHJTmKbx69SpsbW2VunC3aNECkZGRBmeLV8e7kCvOKXrv3j20a9cOU6ZMgaOjI7799luNd7Pj4+MhFosxYsQIYdyqlgkODtaprDsiIgLjx4/HzJkzMXr0aBQWFgoXv3WlrKwMFy5cQI8ePXSauN0Yb7/9NpycnLBs2TK1y/BAoS4XNh07doSfnx927dqFvP9r776joji/PoB/d+lIkaIIFhRRFBA1YMWu2HvvXWNvqLEEu1EksceCLdgTE9GoyM8SLBi7oKCiICoiYkURpO++f/jORKRIWxbY7+ccz5Hd2Z1n4Jktd+5zb0wMnj9/nq77fN26dREeHi5eUMmNs2fPwtnZGX369MGTJ0/www8/4MGDB2LwvbhTU1NDvXr1cOPGDbE2aGbkcrnSlx5v3LgRlSpVQufOnVG3bl3s3r270MdS2EaOHIlNmzZluH3u3Lno1KlTgV5gED5rWltbY926dTlucgN8DhRWr14d5cuXV3hGofBa+eU5ripatGghfhYpCvUJBULArbhk/SYkJODt27cFGijMLqOwuNYo7NKlC65fvy7+Ey50C0HCiIgInDx5Ml+1/VmnMGcYKCwihOVJisgo/O233wB8fuOnz74stP+lDx8+YNiwYRg+fLhYy8/d3R1aWloFtu+yZcuiZcuW4jJfISuhIAlXkcLDwxEdHZ2jLBkXFxcEBARg0aJFePLkCVxcXDBs2LAi9Qb84MEDWFlZQVNTE9WrV8fQoUOxadMmBAQE4NWrVzhx4gTc3NzQuXNnbNu2DYaGhqhQoQJMTExw+/ZtJCUlITY2Nl2gUENDA2ZmZgW29Njc3DxHX9o7duwIOzs7MfMzs6XH79+/FwM3tra2kEqlmD59OoDP9V8Ls4O50ITll19+EW8T3mBz8mYtBMS5/DhnCjpQqKWlBXt7+28uPb537x40NTVhbW0NiUSC7t274/bt23B1dUVQUBCcnZ0xefLkdPVwBG/fvoWhoaHYaEH4Uq3MpZKamppo3rw5rly5gtjYWCQnJ+PWrVtwcHBIF5iSSCS4evWq2KE5v2rWrAmpVCoGCoOCgiCXy1GnTh0YGhpi+PDhCA4OzrYO5JMnT1CpUiXUqFEDurq6GQKFaWlpePr0aZb1CbMjFEy/dOlSrh9bkK5fv46kpCSFLjsWGBsbo1WrVggKCsqyiVdOOh4LpFIpOnXqhIcPH8Lb2xtA+iCCEHTObuXC165evYp27dqhQ4cOuH37NiZOnIiQkBAsXboURkZGOX6e4qBBgwb49OkTKlWqhLZt22LGjBnYsWMHrl69Kr63JCUlITU1VSkZhRUqVIC6ujpCQkJgaWkJNzc3mJiYYPTo0Rg7dmyuGsF9/PgRgYGBxWKZW2RkJPbu3QtPT88M9x08eBCnT5/GwYMHC2x/586dg4WFBQ4dOgR1dXWMHj06R52m4+Li8OTJE9jZ2aFs2bJ48+ZNtkHn/AoKCkL58uXFwIwqUVNTE8uHFJVlx8B/Wb/FpfNxVo1M8kPI7vw6UKimplZgnx8Lm76+PqytrcV/Ojo6YpAwLCwMvr6++T4PhfcU1inMHgOFRYSwnOHWrVsF+kEiISEBBw4cgJ2dXaF3nCzKzM3NUbly5XQZhZcvX0a9evVw4MABdOrUCTdv3kSbNm0Usn+hm1W5cuXy3EE5O5UqVQLweZmhXC7PcZ0KLS0tzJs3D4GBgejYsSMOHDgAe3t7bNq0SelL1FJSUhAeHp7lFzhDQ0O4uLjAzc0Nhw8fRrt27QB8DgDUrl0bd+7cEa84f71swtzcvEA+aERHR+f4jVkqlYrBNwDp3vS+XHosZBQK2U9Dhw7FokWLsGLFinyPNzccHR3RsmVL/PHHH+KyhpwuPQY+f4G2tLTE8ePHi8WXJWXL6TL23HB0dMSLFy+ynevBwcGwsbFJ11VVT08PK1asEDvybd26Ffb29jhy5Ei6xwr1P4uatm3bIjU1FVWrVoWenh7evHmTaeagjo5OgXWT1dHRQdWqVcVAoRDkE5Y7T5w4ERKJRGxO9DW5XI6nT5+icuXKUFNTg4ODQ4ZAQ1RUFFJSUvIUKGzUqBEkEkmGuqOFrTDqE36pdu3aSEtLy7IDdEhICDQ1NWFlZZWj5xOyPYWyDF9nFALIUSH3oKAg9OrVC02bNsX58+cxdOhQ3L17F2vWrCm2X/a+ZezYsRg9ejSsrKxw/fp1bNy4EePHj0fTpk1hYmKC6tWro1evXgBylrVe0IyMjODn54dbt27h+vXrcHNzw7Vr19C2bVv89ttvaNKkCUJDQ7N8fGJiInbv3o0ePXrAwsIC9evXx9KlSwvxCPLm33//BfD5XPiyZuDLly/FQMeSJUsKZMneq1evcO/ePTRv3hx2dnb48ccf8eDBgxz9noTzytbWFuXKlYNcLhez2gtaamoq7t27p5LZhIK5c+fCw8NDIckNeVWQzQgLQ2RkJAAU6EV+Icng60BhxYoVFZ6lX1hSUlLQr18/3Lp1C15eXkhLS0N0dDSio6Pz/DqkoaEBLS0tZhR+AwOFRYSQUfju3bsCbSjh5eWF9+/fY8SIEYXecbKoa9iwIUJCQvD69WssW7YMrVq1QnR0NDZs2IDDhw8r9Atvt27dULp0afTt21chHWuFwKAQCM1t3S0rKyt4e3vjzz//ROnSpTFt2jS4uLgo9Grtt4SFhSE1NRU2Nja5fmzt2rURHx8vLmn5+kpUhQoVEBUVlaclYoLU1FS8evUqV1/q+vbtK37J/3JMX2cUlilTRqyLqampiXnz5onB4MI0a9YspKWlicGN3Cw9lkgk6NSpE548eZKuUyFlTqiZ+a3ac7khXJQ4c+ZMpvfHxsYiIiIiyy9DdnZ2OHPmDHbu3AmZTIYRI0akawj15s2bIplt0bNnT9SrVw92dnbo3bs3pk+fjhkzZih8v/b29nj06BE+ffqUIVBYtWpVdOnSBT4+Ppk2KYmJiUFsbKzYpKRu3bqIiYlJ9/lACNhn18gkK6VLl4a9vT0uXbqk1MD9xYsXoa2tXWhN7hwcHAD8V4riayEhIbC2ts7xF6xWrVpBV1dX/Az35bkj/K2zCkoCnz/7DRs2DE5OTjh27Bh69uwpNg3Iy9+1OClfvjw2bdoEf39/vH37Fg8ePMDhw4exZMkS9OvXD6VKlYKfnx+ArLt6K1qDBg3S/U1NTU3x999/Y9GiRbh79y4aNmyIv/76K8PjZDIZ+vfvj9GjR8PX1xfOzs5wcHDAsmXLsHz58sI8hFwTAoUymSxdaQLhNcza2hqPHz/Grl278r0vYdlxy5YtAQCurq6oW7cuVq9e/c0yGV9eRBU+HymqTmFoaCiSkpJUOlBoYmKCqVOnFqngU0HWGFeUt2/fihd+hUChIpYeCzUK5XI5njx5orTXTEV4/vw5jh8/jsjISNSrVw+VKlUS/329MjA39PX1kZycjKSkpAIcbcnCQGER8WWB5G8tDcsJuVwODw8PTJ06FWZmZhg0aFC+n7OkadSoEYDPNayWLFkCW1tbXL58Gd9//73Cg6rGxsZ4+PChwrLChKtVQqAwL29KEokEXbt2xe3bt9GlSxf4+/un6+BZ2ITlW3kJFApfDs+ePQsgY0Zhhw4dkJaWlukH/px69eoV5HJ5rjLA1NXVsW3bNnFJk0BTUxO6urpijcIva6kpU+vWrVGnTh3s3LkTb968EWtHfd0oJytC9g2XH3+bIjIKe/ToAQMDA6xcuTLToP+X9TCzIpFIMHjwYAwYMADx8fHiB1+5XI43b96kW0JfVJQrVw6XLl3CuXPnsH//fri7uxdKEMbe3h5yuRz3799HYGAgypUrl+5CwtSpUwEg04LcXwcBhaDTl+VJctLxODtNmjRBdHS00l7XU1JScPnyZTRo0KBAy3tkR6hZ+2WtVUFCQgIeP36cq8Lr2tracHFxAfD5ff3L89XQ0BDVq1fHrVu30gXUgc9B9UmTJqFWrVo4cOAAXFxccOXKFRw8eDDXhd9LAqlUiipVqqBz586YM2cO9uzZg4CAALx//x4hISGYNm2asocokkqlmDdvHk6ePAkdHR0MGDAAM2bMSJfZsnz5cvj4+KB///549uwZfH19cerUKdSpUweLFy+Gu7u7Eo8ge0KgEECm3eI3bNiAsmXL4qeffsp1l+KvCYHC5s2bA/ic5bNt2zZIpVKMHj062y/wX75fCRfUvqxTmJSUhLVr1xZI+RxVbmRSlFWtWhUAsq2drCyJiYlYtWoVqlWrhurVq2Pp0qUICwsDULDdiL/OKHz79i0+fvxYoi40Va5cGcnJyZn+E1478kKoU8jlx1ljoLAI+PjxI169eiW+AeU3UBgbG4vRo0dj/vz5sLW1xcWLF4tkloeyCXUKnz59iilTpuDSpUvZfkEuaKVLly6wZW5fEwKFQmH2/Fy9KlWqlLiMV6inpwxCoDAntaO+Jnw5FAKFXwcz+vTpA21tbXh5eeV5fHmtKdesWTO4ublluL106dIICgpCXFxcoc7L7EgkEsycORMJCQnYtGkTPnz4kKtiws2aNYO+vj4DhTnw4sULqKurF+hrt7GxMaZOnYqwsDDs3bs3w/1CpmdO5pu1tTUAiB98Y2NjkZKSUiQDhcoiZJ8EBAQgODg4XZdl4HOgrk6dOti9ezfevXuX7r6vg4DCY7+sUyhsk9fMAWdnZwDKq1MYEBCAT58+FdqyY+BzWY7SpUtnmlH44MEDyOXyXL/HCEvx7O3tM1xk7NKlC169epWhQcPYsWPh6emJevXq4cyZMzh+/HiBNdIpSYRl4Dm9GFWYWrZsiWvXrqFJkybYuHEjWrVqJRbZX7ZsGerUqYOtW7eKr4nGxsY4efIkatWqBTc3N+zfv1/JR5DRx48fcefOHbEL/JeBwsDAQEilUjRs2BBz587FixcvMm14khvnzp2DpaVlutcwBwcHzJkzB3fv3s22eeDdu3ehra0NKyurTDMK//e//2H27Nlo3bp1vjPOGCgsmipUqCBmY+ekrmVhELrV16lTBz/++CPMzMxQuXJlLF26VGxeWJCBwlKlSkFHRwdBQUGQyWTiRcaSlFGoKKxT+G0MFBYBwtX8zp07Q0tLK8uGJjKZDNHR0bh16xaOHTuGLVu2wM3NDaNGjUKHDh3g4OAAU1NTmJqaYs+ePejYsSPOnz9foq4qFKQ6depg5cqV8PHxwc8//wxtbW1lD6nAGBgYpKsbl980dyHwWBQChXnJKLSxsYGWlpb4Bvp1RqGhoSG6d++Of//9N9uaQ9kRPogWVAaYoaGhWEuuqGQUAp+XcVpZWWHTpk14+fJlrmpHaWpqwsXFBVevXlV4h8Li7uXLlyhXrlyBlyaYMmUKjI2NsWzZsgzZGrkJFApX8oVAoXA1m4HC/wiBwsOHDyM5OVnMbBZIJBJMmTIFnz59ws6dO9Pd9/WHfVtbW2hoaKQLFOb3C4HQ0ERZdQovXLgAoPDqEwKff+cODg64c+dOhiw/4cJabgOFHTt2hIGBgfj7/JJQY+/LbPWoqCj4+Pigffv2OHfuXJFqDkC5Y2FhgVOnTmHmzJm4du0a6tevj2HDhqF06dL4/fffoaOjk257ExMTnDx5EmZmZpg2bVqRq6127do1yGQydO/eHRYWFukSFwIDA1G9enWUKlUKo0ePhqWlJTw8PPD+/fs87SsqKgoPHz7MNCPohx9+QK1ateDu7p5pt3fgc0ZhjRo1oKamlmlGoVDSITQ0FG3atMlzsFAul+PUqVPQ09PL0+dPUqy+ffvi48eP8PX1VfZQEBYWhk6dOqFPnz54/fo1VqxYgcDAQNy8eRPu7u7Q09ODqalpgZa2kkgkGDlyJAIDA7F161ZxhSK/+3+bpqYm6xR+AwOFRYAQKLSxsYGDg0O6hiapqano16+fWIS9UqVKaNiwIXr16oUpU6bA3d0de/bswZUrVyCTyeDo6IhBgwbhl19+wV9//ZWv1uElnUQiwYwZMxTWsETZvrxildsahV8TAoUFWT8ztx48eABzc/McNc74moaGRrrgR2ZZWsOGDQMA7N69O0/jK+gutUJDEyBngZvCoq6ujunTp+Pdu3d48uRJrv8enTp1glwux8mTJxU0wpIhOjq6QOsTCgwNDeHq6oqIiIgMNaaCg4Ohp6eXoy7FQkah8P7FQGFGVlZW0NHRETOZv84oBD5/yTE3N8emTZuQkpIi3i4EAYW/hZaWFmxtbTNkFJqYmOS50YOFhQWsrKyUllHo7+8PDQ0NNGjQoFD3W7t2bXz8+FH8HQuE5gi5XfpramqKsLAw/Pjjjxnuq1OnDipUqIDDhw+Lgcm9e/dCJpNh5MiRrB1dAqirq+Onn34S/8YfPnzA7t27swzgly1bFps2bcL79+8xfvz4ItXcS1h23LhxY9SpUwd3795FUlISYmJiEB4eLjbo0dLSgpubG2JiYrB69eo87evrZcdf0tTUxPbt2yGXyzFmzJh0r43A5/rNkZGR4kVUIaPwy0ChcBFr/vz5CA0NhYuLS56ChTdv3kRAQAAGDBgATU3NXD+eFEu4GPPHH38obQxv377FtGnT0LdvX5w7dw7Dhw/H3bt34erqCi0tLWhoaGD69Ol48OABLl++XOAXgJcuXQpLS0vMmzdPPK9y2pBL1enp6SEpKalAmjOVRAwUFgFC9L9q1aqoW7cu3rx5I9Z9On78OLy9vaGlpYX27dvj+++/x+LFi7F9+3b4+PggMDAQr1+/xrt37xAcHIz//e9/2LVrFyZPnlwkl2pQ4RGaXRgbG2e4qp3X51JWRqFcLseDBw/ydTVXWH4MZMwoBD4vI6pYsSL27duXpw7PwgdQRQQKi1JGIfC587LwwTy3FyM6dOgAqVSK48ePK2Joufbp0yesX78+05plyiJkjyuq2+mECRNgZmaGFStWICEhQbz97t27sLOzy1HwwtLSEurq6mIGrhAoLIpdj5VFTU0NNWvWFAMBmQUKNTU1MW7cOERGRuLw4cPi7U+ePIG2tna6OVC3bl1ERUWJqw4KomC5s7MzwsLCCqSOV26kpaXB398fTk5O0NXVLdR9C+8FXy8/DgkJgVQqRfXq1XP9nKVLl860yL9EIkHbtm3x4sULXLlyBXK5HF5eXihTpgw6duyYtwOgIqlz584IDAzEpUuXxHItWenSpQsGDx4MX1/ffJU8KWiXL1+GtrY26tSpg++++w6pqam4e/eueK4IgUIAGDRoEGrUqIENGzbkqYmIENBo0aJFpvfXrVsXs2bNwu3bt8Wu4oIvOx4D/zX9+nIcYWFhMDAwwIIFC7B27Vo8fPgwT8FCT09PAJ/LBVDRU7FiRTg7O+PEiROFvoQ0JSUFv/76K2xtbbF161Y4ODjA398fnp6emX5+K1OmTI4uxOaWnp4etmzZgvj4eGzbtg0Alx7nFOsUZo+BwiJAyMiwsrISa9QI6f6enp5QV1fH2bNncfjwYWzYsAFz587F0KFD0aZNG9ja2sLQ0JBXpSkDIaOwILprCUuZlRUofPHiBWJjYwskUCiRSGBsbJzhfqlUisGDByMyMhL//PNPrp+/oJtPCJl65ubmMDIyKpDnLCg6OjqYOHEigNwHCk1NTdGoUSOcOXOmSNSU8fT0xMyZM+Hk5IRmzZph9+7d6YJnyhAdHY3U1NQCbWTypVKlSuGHH37AixcvsHXrVgCfMzFev36d4+xVdXV1VK5cOcPSY9bDTU9Yfqyvr5/lFf4xY8ZAW1sb69evF4OKjx8/hqWlZbr39u+//x4aGhoYNGgQXr16haioqHwvLxKWyxZ2VuGdO3cQGxtbqMuOBUKdsa8vDoSEhKBKlSoFXoZEaHby559/4vLlywgNDcWgQYOYnVQCWVhY5LiD9y+//AILCwu4uroWSBPD/EpNTcWVK1dQr149aGpqikHBgIAA8eLEl4FCNTU1LF68GPHx8XlqznL+/HlUrVpVXLGSGaHW+vLlyxEcHCze/nXjLV1dXejp6WXIKLS2toZEIsGECRPEYGHbtm2zvDBy48aNdOWf3r9/j99//x0NGjRId7GZipa+ffsiISGhUC9Af/r0Cc7Ozpg+fTr09PSwe/du7Nq1S2m1Zlu3bo2RI0cC+PwZj6s7coZ1CrPHQGEREB4eDgMDA5iamopvwrdu3UJoaCjOnDmDbt26KewLI5VcwoevgggUCs+nrEBhfuoTCoRsHiMjo0wzP4DPmXJA3pYfC80nCurNWcgoLErLjr80btw4WFhY5Km4d6dOnRAfH49z584V/MByydfXF9ra2hgyZAgCAwPF2kuurq5i1kJhO3PmDID/Gi4pwujRo1GhQgWsWrUKcXFxuapPKKhWrRrCw8ORlpbGpcdZEAKFtWvXznK5kampKQYNGoTr16+LZUSePn2aISPA0dER7u7uCAsLE5db5TdQmF1Dk5MnT2Lw4MFiIf+CdPHiRQCFW59QYGtrC3V19XQZhSkpKQgNDc1Ts6xvqVGjBqysrHD48GGxFqXwXkOqy8jICFu3bkVcXBwaNmyIbt26Ka0MAACxeVqjRo0AINNA4dfBsu7du8PR0RGenp54+vTpN/fx/v17bNmyBfXr18ejR4/QsmXLbLfX0tLC9u3bkZaWhjFjxiA1NRWXLl3C+vXrAaR/vzIzMxMzCuPj4xEVFSWWyAA+Z9KvWbMGDx48gIuLS4ZgYVBQEFq2bInmzZuLS7D37t2LhIQEjBkz5pvHRsrTs2dPSKXSQl1+fODAAQQGBmLcuHEICgpCnz59lJ604+7ujooVK8LBwUHpYykuNDU1oampyTqFWWCgsAh49OgRrKysIJFIYGdnB01NTQQEBGD79u0APmcREOVWQQcKK1WqhIiIiAwF4AtDQQQKhYBWdoGMqlWrokmTJjh69GiuC3QLNeUKqvaIkKlX1JYdC4yMjBAWFob58+fn+rGdOnUCgDx3P05NTcWCBQuwYMECsfh6Xnz8+BEXL15EixYtsGPHDjx9+hSrV6+Gubk5NmzYgNq1a6N169Y4cOBAhsYfiiTUb2zfvr3C9qGtrY158+bhzZs32LBhg5itIQS2csLa2hrJycmIjIzE69evATBQ+DXh95nZsuMvTZ48GQCwfv16vHz5EklJSZkGASdOnIgePXqIXXTzW4eoWrVqKFu2bKZB+4ULF+KPP/5A/fr1MXPmTMTGxuZrX1+6ePEipFKp2F21MGlpaaFmzZrpMgofPXqE1NRUhQQKJRIJevbsiaioKOzduxdOTk65Os+o5GrXrh2uXLmCXr16wdfXFy1btkSLFi3g4+NT6LULL1++DADiOVm+fHmUKVMGAQEBCAwMRNWqVdOVRAE+z+2lS5ciOTkZy5Yty/b5heeYMmUKHj16hDFjxmDJkiXfHJeTkxOmT5+OmzdvolGjRmjZsiXCwsKwYMGCdK+RZcuWFTMKhUz3LwOFwOfXz8yChZ8+fcKgQYOQlpYGNTU19OzZEyEhIfD09ISRkRH69OnzzXGS8piZmaFly5Y4depUnpvr5IZcLsemTZugr6+P5cuXF3r5jKwYGhri2rVr8Pb2VvZQig2JRAI9PT0kJiZmqIVKDBQqXWJiIiIjI8UOkpqamqhVqxZu3LgBLy8v2NjYZFrol+hbhLqCBZlRmJycrJRutUKgMD9f4vT19dG0aVPUq1cv2+2GDRuGxMTEXF+ZLOiackU9oxBAlpmZ31KjRg1YW1vn6cuQTCbDuHHjsHLlSqxcuRJNmjSBpaUlvv/+e/z999+Ij4/P8XP9888/SElJEQNyRkZGmDRpEgIDA/HPP/9gwIABuHbtGoYNG4bKlStjzpw5ee6KnVMpKSk4c+YMnJycxDqQijJs2DBYWVlh9erVYufb3Mw34UtYWFgY3r59C4CBwq81bdoUEydO/GZ9K1tbW7Rt2xbe3t5i7a7MAoUSiQSenp5igDC/GYUSiQQdO3ZEcHCwmFUKfO4UGhgYiNatW+O7777D+vXrYW9vjwMHDmR7zj58+BC+vr7Yt28fNm/enGmWkUwmg7+/P+rWrZvnRiz55eDggIiICMTExAD4r+NxbhuZ5JSQASqTyTB8+HCF7IOKp7p16+LAgQMICgrCiBEjcP36dXTv3h1OTk44ePAgUlNTC2UcQhadkMkukUhQt25d3L59Gw8ePMhy6W3r1q3RokUL7NmzJ8ss/OTkZIwePRoJCQnYsmULIiIi8Ouvv+b4/WLhwoWwsbHB7du3xVqQXzcPMjMzw+vXr5GWliaWdPo6UAikDxYKy5BdXV0REhKCxYsX4+DBg/jw4QNatGiBkJAQDB06NN91vknx+vTpg+TkZOzYsUPhQfZLly4hKCgIQ4cOVdp7WFZMTEwyLa9EWWOdwqwxUKhkjx8/hlwuT5cVIDQ0effuHcaOHcv0YcqTxo0bY8mSJWLNivxSZkOTBw8eoFSpUvkOep45cyZDp9ev9erVC6VKlcrV8mO5XF7ggcL69eujbNmyJfJCgUQiQadOnfDs2bMMDQWyI5fL4erqit27d6Njx47w8/PDrFmzYGxsjF27dqF3794oV64cunXrBk9PT7EpVFayytyTSCRo0qQJvLy88OTJE6xatQrGxsZYvXo17Ozs0K5dOzH7IithYWF5qpdz+fJlfPjwAR06dMj1Y3NLQ0MD8+fPx4cPH+Dt7Y0yZcrkKjgpXOB69OgRXr9+DQ0NjVzXrCzptLS0sGbNmhxd5JgyZQpkMhkWLFgAIOsgoKGhIf766y9MnDhRrDGYH4MHDwYA7Nu3T7ztzz//BABMmzYNFy9exObNm5GcnIxhw4ahbdu26YKKgo0bN8Le3h5du3bFiBEjMHXqVPTo0SNDNu79+/fx9u1bNGvWLN9jzysh6CFkFea143Fu9mdtbQ1tbW307dtXIfug4q169erYunUrHjx4gKlTpyI8PBxDhw6Fvb09PD09c1XTVy6X53op3eXLl1GzZs10QYY6deogOTkZcrk8XX3CLwlZhTKZDIsXL850m1WrVuHOnTv44YcfMHLkSJQqVSpXY9PW1sapU6dw+fJlHD58GNWqVcuwjZmZGWQyGd68eSNmFGa2HfA5WLh69WqEhISgYcOG2LFjB9q0aQNXV1e0a9cOmzdvxrt37wB8LtNBRV/37t1hZGSEuXPnwsnJCXv27MG7d+8Usgpq06ZNALjir6RgncKsMVCoZELH4y+vegmFUHV0dDBkyBCljIuKPzU1NcyZMwcWFhYF8nzCUuaIiIgCeb7cCAkJQfXq1fO9rDcnQXc9PT307NkT165dy3GNurdv3yIlJaVAA4XNmjVDZGRkvpcWFlXC8uPcBNMWLlyIX3/9Fc2bN8eBAwfg7OyM5cuX4/bt2wgJCcEvv/yCxo0b4/Tp05g0aRKsrKzQoEEDLFmyBLdu3Up3lVkul8PX1xfVq1fP9ndsYmKCadOmITg4GKdOnULv3r3h7++P7t27IyoqKtPHXLlyBY0bN0bPnj1x6NChHB8fAPj4+ABAoXVEHThwoLikP7fZq19nFJqamvLCVj64uLigRo0aePLkCYDsswXt7OywZs2aAmm8IWTlHjhwQOz4/ueff8LY2BitWrWCVCrFqFGjcPfuXYwePRoXLlxAvXr1MGfOHDEYsWbNGsyYMQM2NjbYunUrDh06hMmTJyM4ODhD8ECoT1gQQc68+rLzcUBAANatWwddXV2FBQolEgn27duHo0ePZli+SfSlChUqwMPDA2FhYXBzc8P79+8xadKkXNXJ2759O8qVKycG/L8lNDQUz549y3BOfhkczCpQCAANGjRA586dcfjw4QyNWYKCgrBixQrY2dlh7ty5OT6Gr5mbm8PR0THL+4WLXC9fvsxy6fGXJk2ahNWrVyMqKgply5bFzp07xc+Yw4cPx9atW/HTTz/lq+QNFR5jY2Ncu3YNU6ZMQXh4OEaNGoVy5cqhVKlSqFChglhKpm/fvpgwYQLc3Nywbt067N27F76+vrhx44ZYQiU7z58/x5EjR9CmTRuFlKqgwqelpQUNDQ3WKcwEA4VK9mXHY4GwNLJ///78QElFhrIyCj9+/IjIyMhC/bA2bNgwADlvavLixQsAKNBAYUnn7OwMQ0PDDHUKU1NTsX///gxZSM+ePcPKlSvx3Xff4fDhwxmWAllZWWHy5Mn43//+J9YCGzBgAJ48eYJly5ahYcOGqFWrlvi3unPnDqKionIckJNIJGjRogX279+P/fv3IyYmBhMmTMiwxOXMmTNo3749kpOTYWJigokTJ+bqnDl58iTMzMyy/VJWkNTU1LBw4UIAyHVjmkqVKkFDQwOhoaFioJDyTiKRYMqUKeLP+V1WnFNSqRQDBw7E8+fPce7cOYSEhCAoKAjdu3eHhoaGuJ2JiQk2bdoEf39/ODg4YPXq1XBwcMC4cePwww8/oGbNmjhz5gxGjBiBbt26YeXKlXBycsIvv/wiNmmQy+Xw8/MTs3aVxcHBAcDngGi7du3w6dMn/PHHH+ISJEWoW7fuN5s3EAlMTEzg5uaGsLAwODk54cSJEzlehuzn54eUlBQMGTIkR/XKjh49CuC/C3iCLzu4fqvO6uLFiyGRSLBo0SLxtpSUFIwZMwZpaWnYvn27Qjt9m5mZAQBevXqFsLAwGBkZwcTEJNvHTJo0CT4+Pjhz5kyGz28jRozAzJkzFTZeKniWlpb4+eef8fjxY3h4eGDkyJHo1KkTqlWrBplMhvv37+Po0aPYvn073N3dMWvWLIwcORJdu3ZF48aNYWVlJSbwZGX79u1ITU3FuHHjCumoVI+7uzsaNWoEY2NjlC9fHr169RJLUCmCUKcwISGh0Eo9FBcMFCqZ8IIkLOECPl/pPnz4MFatWqWsYRFlIGQUFnagUKgJV5iBwiZNmqBKlSrYt29fjt40hILY7E6ecxoaGmjfvj1u3ryZLjNv69atGD58OPbu3Ztue6Hr4tixY79ZE6Z06dLo27cvvLy88Pz5c5w5cwYTJkzAw4cPMWTIEKSmpsLX1xdA3hqGdOvWDQMHDoSPjw/27NkD4HPtsV27dqF79+7Q1NSEr68vtm/fjvfv32PkyJFiplZ2njx5gvv376N9+/YF1hQnJ3r16oWdO3fC1dU1V49TV1dH5cqVxaXHDBTm36BBg2BiYgJDQ0MYGRkV6n6Bz8uPhSyk3r17Z7ptvXr1cOnSJWzcuBGfPn3Czp07YW9vj9OnT4tf1oHP5/iuXbugpaWFkSNH4vfff0fTpk3h7e0NJyenQj2+r5mYmKBChQq4cuUKkpKScOTIEbRt21Zp4yHKip6eHlxcXBAXF5euAU92AgMDUa5cOZQpUwaDBg3CsWPHst3+6NGj0NfXR6tWrdLdXrlyZZQuXRrly5f/ZlmKWrVqoX///jh9+jRu3LiBu3fvonnz5rh16xZmzJiRbTZgQfg6ozC7bMIvMTOs5CldujSmTp2KLVu24M8//4Sfnx+CgoIQFRWFT58+ISoqCnfu3IGfnx8OHTqELVu2YNq0aUhKSsLWrVszPN+jR49w6tQp7N69G9u3b0elSpUyBNWp4Fy8eBHjx4/HxYsX4ePjg9TUVHTq1ClXNchzi3UKM8dAoZI9evQIWlpaGZaHdu7cGYaGhkoaFVFG5ubmUFNTK/Slx0I31sL8ICeVSjFkyBBER0fj9OnT39yeGYV5I3zQEmoFyuVybN68GQBw/fr1dNsKtQy/ldXwNXV1dTRr1gxr167FhAkTcOHCBSxZsgS+vr7Q09ODs7Nznsa+Zs0amJubY8aMGdi7dy/q1auH77//HsbGxjh79iwaNmyITp06Ydy4cTh//jxWr179zecUgpeFUZ/wSxKJBIMHD85TmYJq1arh0aNH+PDhAwOFBUBHRwf79u2Dp6dnoS7jrl69Oho0aABvb2/s378fpqamaNGiRZbbq6mpYezYsQgODsa6detw+vTpTAMJNjY2WLFiBR4/fowhQ4bg9u3bGD16NA4cOKDAo8mZRo0aQVdXF3///XeGAAlRUSK8TwmZudn5+PEjwsLC0KRJE/j6+sLIyAj9+/cX32e/FhUVhatXr6J9+/YZShlIJBJs2LABa9asydE4FyxYAHV1dbi5uaFx48a4desWXF1ds6xdWJCEixTh4eGIjo5Ol4BBJFBTU4OpqSlq1KgBZ2dndOvWDSNHjoS7uzuqV6+O3377DZ8+fRK3P3ToEGxtbdG5c2eMHj0aL1++xMSJE6GmpqbEoyjZjh8/jqFDh8LOzg61a9fG9u3bERERkaGsQUESEhC4/Di9vLWspALz6NEjWFlZFWr2CFFeqKuro3z58oWSURgQEIBVq1bh5s2bYr0uRdWOysqQIUOwZMkSeHl5fTNww4zCvGnXrh3U1NRw7NgxjBo1Cn5+fnj48CEAZPhAcPv2baipqcHW1jbP+3N3d8fVq1excuVKSKVSdO7cGVpaWnl6LiMjI2zZskX8kKmtrQ1XV1fMnj07XabUypUr4efnh/nz52P9+vWoWbMmbG1tYWtrK/5fWB518uRJqKuro3Xr1nk+xsImdK8G2PG4oCgraDV48GBMnjwZYWFhGDNmTI66mpcpUwbjx4/Pdpvx48fj2bNn0NLSwoQJE9JlHSqTp6cn4uLiisx4iLLSsGFDSKVS+Pv7Y/LkydluK2Qd1qlTB7a2tvjf//4HFxcX9O3bF3/99VeGzNm///4bwOdM+cz069cvx+OsWrUqRo4cCU9PT9SsWRPbt28XyykpmnChQmg0ltOMQiLgc1B8/PjxmD59On7//XeMGDEC8fHxmD17NkqXLo2lS5fCwsIC5cuXz7IDeHFw//79XDVGKgja2tr5+g734cMHAFDoKgRtbW2oq6szo/ArDBQqUWpqKp48eYJ27dopeyhEOVKxYkUxkKMonz59Qt++fREREYEaNWpgyJAhaN68eaEHCi0tLdGyZUscP34cb9++zbbWjRAoZEZh7hgZGaFJkyb4559/8OnTJ2zevBkSiQR2dna4e/cukpKSxEDenTt3UKNGjXw1b9DS0sL+/ftRv379Auks3KFDByxbtgxRUVGYOXMmKlSokGEbXV1deHt7w8PDA8HBwbhx4wbOnTuXbpuyZcvC1tYWly9fRpMmTYpVNvmXX8YYKCze+vTpgxkzZiAlJSXLZcd5IZVKsXLlygJ7voJSqlSpXHdfJVIGAwMDODg44N9//4VcLs822zgwMBDAf9n39vb2OHnyJNq1a4fevXvjyJEj6S5GHD16FJqamnkqw5GZFStWwMbGBqNGjYKurm6BPGdOCAH/K1euAGCgkHJvyJAhcHNzw6ZNmzB8+HCsXr0az58/x5o1azB27FhlD08lyWQyzJw5E40bN4a9vb3C9iPUKXz//j1SU1NzdKFUFfC3oETPnj1Damoq0+Op2KhYsSIuXbqEhISEDM0kCsovv/yCp0+f4ueff05X2F8Zhg4dCj8/P/z++++YMGFCltsJS4+ZmZJ7nTp1wvnz57Fnzx4cO3YM7dq1g5OTE5YtW4bg4GA4OjoiJiYGT548wcCBA/O9vypVqmDPnj3w8PBA9+7d8/18s2fP/uY21tbWYt0buVyOZ8+e4d69e7h//z7u3buHe/fu4caNG0hKSkLfvn3zPabC9OX7FwOFxZuxsTEGDhyIy5cvo2nTpsoeDhF9wdnZGb/++ivCwsJQrVq1LLf7OlAo/N/X1xft2rVDjx498Pfff6N58+aIiYnB+fPn4eLiAgMDgwIZp66uLlq3bp3nbP280tPTg66urpgRlN3viCgzBgYGGDRoELZu3Yo///wTP//8M2rUqFGigoSFnXSRX1OmTMHdu3fh5+en8H0JgcL4+PhidcFekbjeVYmEjscMFFJxoeiGJk+ePIGHhwdq1qz5zeVshaFHjx7Q19eHl5dXtttFR0fD1NRUoR39SiqhTuHs2bMhk8kwbtw4sdOisPxYWEpVUMs92rdvj7Nnz36zI6IiSCQSVKpUCe3bt8f06dOxbds2XLp0CW/fvsWLFy8watSoQh9TfjCjsGTZunUrbt++zavpREWMUKfw33//zXa7wMDATJuP1K1bFz4+PtDQ0ED37t1x6dIlsZNyVsuOi5svL9Yyo5DyQuhmPGzYMCQkJMDDwwMaGhpKHpVqmjp1Knx8fHDq1KlMV+wUNNYpzIiBQiUSOh5bWVkpeSREOVOpUiUAigsUzp49G4mJiVizZk2ReGPW1dVFnz59EBAQkG23wejoaC47zqNq1arBxsYGCQkJqFKlCtq1a5chUCg0MinOdWG+RSKRwMTEpFAbWBSESpUqiecqA4XFn1QqZZF2oiKocePGALJvaJKcnIx79+5l+V7p5OSE48ePQyKRoEuXLli3bp1Yr7ckEAKFJiYmSu2qTsWXnZ0dmjdvjtTUVHTo0IHlwZRALpdj6tSpOHr0KP73v/+hSpUqhbJfHR0dqKmpsU7hFxgoVKJBgwbh6tWraNSokbKHQpQjiswoPHv2LI4cOYIePXoUqQ6Uw4YNAwDs2bMn0/vlcjlevHjBRib5IGQVjh07FmpqarCwsEC5cuVUKlBYXKmpqYkf4pSRoUlEpAosLCxgZWUFf3//LLe5e/cuUlJS0i07/lrDhg1x7NgxyOVy3L59G87Ozpl2LC+OhONgNiHlx/z582FrawsPDw9lD0UlTZkyBfv378fu3buhr6+P6OhoREdHIyEhQaH7FeoUxsfHIy0tTaH7Ki4YKFSiUqVKoW7dugVWF4RI0YRAYURERLbbhYaGwsLCAtWrV8eAAQPw888/49y5c2Lnqi/J5XLs2bMHffv2hba2NlatWqWQsedVw4YNUa1aNezfvx8pKSkZ7v/48SM+ffrEjMJ8mDJlCmbOnInvv/9evO27775DcHAwkpKScPv2bVSsWJGBqCJK+FJWpkwZJY+EiKjkcnZ2RlhYGF6+fAkA2LFjBxYuXAi5XA7gv4tq2QUKhec5evQoKlSoUCTKvBQUIaOQgULKjxYtWiAwMBDVq1dX9lBU0tatW/Hhwwe0adMGlSpVEv8dOnRI4fsWlh/Hx8crfF/FAYvQEFGO5WTpsVBn7s2bNzAxMcHhw4fx119/ifdXq1YNjo6OcHJyQu3ateHp6YlDhw7B3Nwcu3btgqWlpcKPIzckEgmGDh0KNzc3nDx5El27dgXwuTvznj17sH79egD/BVEp9ywsLPDTTz+lu02opxQQEID79++jbdu2ShodfcuQIUOgq6vLZj5ERArk7OyMPXv24OLFi7h69SrWrVsHAGjQoAE6duyYaSOTrDRr1kwsgVRSMKOQqPhLTk5W2r719PQAfE4CYSIXA4VElAuGhoYwMDDINqNwx44duHjxIr7//nts2LABcXFxCAgIwM2bN8V/Bw8exMGDB8XHdO/eHZs3by6yGWODBg3CwoUL4eXlBScnJ2zevBnbtm3Du3fvULp0acycORPTpk1T9jBLFKFO4b59+5CSksJlx0VYr1690KtXL2UPg4ioRBPqFE6cOBExMTFo2LAhbt++jR9//BHt2rVDYGAgjIyMitwF18IirOxgoJCI8kJXVxeGhobQ1tZW9lCKBAYKiShXKlasmGVG4fPnzzF37lxUqFABy5cvB/D56kzTpk3RtGlTcbuYmBgEBATg1q1bqFKlCnr27FmkmzhUqFABbdq0wYkTJ+Dr64uUlBRYW1tj4cKFGDJkiHgFigqOECg8cOAAANYnJCIi1WZjYwNTU1O8efMG3bt3x+7du7F06VJ4eHhg3759uHPnDpycnIr05ylF6t27N548eYIuXbooeyhEVAxJJBJeaPgCA4VElCuVKlXCP//8A5lMBqn0vzKncrkckydPRmxsLLy8vLJN2TYyMkKrVq2KVNOSbxk/fjxOnTqFJk2aYMqUKejUqRO7gyqQ0NAkOjoaAAOFRESk2iQSCZYtW4bnz59j3rx5UFNTw6xZs7B9+3bMnDkTcXFxOVp2XFKZmJhgxYoVyh4GEVGJwEAhEeVKxYoVkZSUhFevXonLPORyOZYsWYLjx4+jb9++YhfbkqRTp054+/atWOiWFEsikeC7776Dj48PDAwMULlyZWUPiYiISKlGjhyZ7ufSpUtj9uzZmDt3LgBeVCMiooLBrsdElCs1a9YEAAwYMACPHj2CXC7H7NmzsXz5cjg6OorNPUoiBgkLV926dQEADg4O6bJXiYiI6LMJEyagQoUKAHLWyISIiOhbmFFIRLkyatQoPHr0CBs3boSjoyOaNGkiLsk9cuQIu0RRgRHqFPKLDxERUeZ0dHTg6emJ48ePixdziYiI8oMpGkSUK9ra2li9ejVOnTqFMmXK4NSpU3BxccHx48cZJKQC1apVK/Tr1w9Dhw5V9lCIiIiKrDZt2mDt2rXMviciogLBjEIiypMWLVrg5s2bOHv2LDp27AgtLS1lD4lKmFKlSmHPnj3KHgYREREREZHKYKCQiPLMwMAAPXr0UPYwiIiIiIiIiKgAMD+diIiIiIiIiIiIGCgkIiIiIiIiIiLl2bp1K7777juYmJjAxMQETZs2ha+vr7KHpZIYKCQiIiIiIiIiIqUpX748li9fjitXruDy5cto0aIFevXqhbt37yp7aCqHNQqJiIiIiIiIiEhpOnfunO7npUuXwtPTE9euXYOdnZ2SRqWaFBIojIiIgIeHBy5cuIBXr16hXLly6Nu3L1xdXaGpqamIXRIRERERERER0VfUevSAJDy8UPcpt7JCmrd3nh6blpaGP//8E/Hx8WjQoEEBj4y+RSGBwocPH0Imk2HNmjWwsrLCvXv3MG3aNHz69AlLly5VxC6JiIiIiIiIiKiYCgoKQrNmzZCYmAg9PT0cOnQItra2yh6WypHI5XJ5Yexo/fr12LlzJwIDA7PcJikpCUlJSeLPwtA0NTUhkUgUPcRC9+DBg3THq0rkcjmSk5NL7N+W6Guc86RqOOdJ1fEcIFXDOU+qqKjOe01NTZQvX77YrehMTk5GZGQkYmNjcfToUezevRsnTpxAjRo1CmX/EokE2trahbIvRUhMTMSzZ89QoUIFaGlppbtPmKsGBgbfnKuFVqMwNjYWRkZG2W6zZs0auLu7iz/r6ekhODgYoaGhKKR4ZqGKi4uDTCZT9jCUKjk5WdlDICpUnPOkajjnSdXxHCBVwzlPqqgozXuJRAINDQ3IZLJiF29QV1dH5cqVAQAODg64desWNm/ejDVr1hTK/iUSCRITEwtlX4qQnJyM1NRUPH78OEMwUCKRwNLSMkfPUyiBwvDwcHh6en5z2fH06dMxYcIE8WchOFitWrUiFZ2n/EtLS0NYWBisra2hpqam7OEQKRznPKkaznlSdTwHSNVwzpMqKorzPikpCZGRkdDR0SnW2XHA5+CWTCZDqVKllD2UYkNdXT3bjMIcPUdudrho0SKsW7cu222uXr2K6tWriz9HRUWhd+/e6N69O4YNG5btY7W0tNIdjFwuR2xsLNTU1BgoLKHU1NSKzAsqUWHgnCdVwzlPqo7nAKkaznlSRUVp3kulUkgkEvFfcTF//ny0b98eFStWxMePH3Hw4EGcP38eJ06cKFbHoUzC31wqlWaYj7lZpZurQOGkSZMwcODAbLcR0kQB4MWLF+jatSvq16+PtWvX5mZXRERERERERESkAl6/fo2RI0fixYsXMDQ0RK1atXDixAm0adNG2UNTObkKFJqamsLU1DRH20ZFRaFr166oXbs2fv31V0il0jwNkIiIiIiIiIiISi5PT09lD4H+n0JqFEZFRaFLly6oWLEili5dijdv3oj3mZmZKWKXRERERERERERElA8KCRSeO3cO4eHhCA8Ph52dXbr7YmJiFLFLIiIiIiIiIiIiygeFBAoHDhz4zVqGREREREREREREVHSwcCARERERERERERExUEhEREREREREREQMFBIREREREREREREYKCQiIiIiIiIiIiIwUEhERERERERERERgoJCIiIiIiIiIiIjAQCERERERERERERGBgUIiIiIiIiIiIipCVq1aBU1NTbi6uip7KCqHgUIiIiIiIiIiIioSbty4ge3bt6NWrVrKHopKYqCQiIiIiIiIiIiULi4uDkOHDsXmzZthZGSk7OGoJHVlD4CIiIiIiIiIiBTjUI8eiAkPL9R9GllZoY+3d64fN2XKFHTs2BGtW7fGihUrFDAy+hYGComIiIiIiIiISKl+//13BAQE4PLly8oeikpjoJCIiIiIiIiIqITKS2ZfYXv27BlcXV3h4+MDbW1tZQ9HpTFQSERERERERERESnPr1i28evUKDRo0EG9LS0vDxYsXsWnTJsTFxUFNTU2JI1QdDBQSEREREREREZHStGrVCrdu3Up325gxY2BjY4OZM2cySFiIGCgkIiIiIiIiIiKl0dfXh729fbrbSpUqBRMTkwy3k2JJlT0AIiIiIiIiIiIiUj6JXC6XK3sQWZHL5YiNjYWOjg4kEomyh1PgehzqgfCYwm1RXmTIgaTkJGhpagEl709LlBHnPKkaznlSdTwHSNVwzpMqKoLz3lzbHHPt58LE3AQS9SIyqGJCS00L1sbWyh5GniUmJuLZs2eoWLFihoYwcrkcCQkJMDAw+GZ8jRmFRERERERERERExBqFyuTdp+i3KFeUtLQ0PHjwADY2NixKSiqBc55UDec8qTqeA6RqOOdJFRXFeS9mlRllzCojyglmFBIREREREREREREDhURERERERERERMRAIREREREREREREYGBQiIiIiIiIiIiIgIDhURERERERERERAQGComIiIiIiIiIiAgMFBIREREREREREREYKCQiIiIiIiIiIiIwUEhERERERERERErSvXt3dO7cOdP7/P39oampiTt37iAhIQGLFy+Gra0t9PT0YG5ujv79++Pu3bvpHrNkyRI4OTnlehy7d++GpqZmlv9Gjx4tbrtjxw44OjrCyMgIZcqUQb169eDu7p6j/Xh7e6Nhw4YoU6YMSpcuDScnJ+zduzfdNnK5HIsWLUKlSpVgYGCA9u3bIzQ0NNfHlBcMFBIRERERERERkVKMGDECZ86cQWRkZIb7vLy84OjoCBsbG7Rv3x5eXl5YvHgx7t69i7///hupqalo0qQJrl69mu9x9OnTBxERERn+zZs3D5qamhg1ahQA4LfffoOrqysmTZqE69ev49y5c3B1dUVcXFyO9mNsbIw5c+bgwoULuHnzJoYNG4YxY8bg1KlT4jY///wzfv31V2zcuBH+/v7Q1dVF586dkZiYmO/j/BZ1he+BiIiIiIiIiIgoE506dUKZMmWwe/duzJs3T7w9Li4Of/31F1auXIn169fjypUruHbtGmrXrg0AsLS0xB9//AFnZ2eMHTsWgYGBkEgkeR6Hjo4OdHR00t124cIFrFq1Chs3bkSjRo0AAMeOHUPv3r0xYsQIcTs7O7sc76d58+bpfp48eTL27NmDS5cuoW3btpDL5diwYQPmzp2Lrl27AgB27dqFChUq4OjRo+jXr19eDzFHGCgkIiIiIiIiIiqhevTogfDw8ELdp5WVFby9vXO0rbq6OgYNGoQ9e/Zg7ty5YrDvr7/+QlpaGvr164dWrVqhTZs2YpBQIJVKMWXKFAwbNgy3b99GnTp1CuwYnj59igEDBmDMmDEYOXKkeHu5cuVw4cIFPH36FJaWlvnah1wuh5+fHx4+fIiffvoJAPD48WNER0ejVatW4naGhoaoX78+rl69qvBAIZceExERERERERGR0gwfPhyPHj3ChQsXxNu8vLzQo0cPGBoaIjQ0FDVq1Mj0scLtBVnD79OnT+jduzdsbW3xyy+/pLvvxx9/ROnSpVGtWjXY2dlh1KhROHToEGQyWY6f/8OHDzAyMkKpUqXQrVs3rF27Fm3atAEAvHz5EgBgZmaW7jFly5ZFdHR0Po/s25hRSERERERERERUQuU0s0+ZatSogUaNGuG3335D8+bNERYWBn9/f5w+fVrcRi6XF9p4xo4diw8fPuDkyZNQV08fOjM3N8fFixcRHBwMf39/XL58GaNGjcKuXbtw/PhxSKXfzsnT19fH9evXERcXBz8/P8yaNQtVqlTJsCxZGZhRSERERERERERESjVixAh4e3vj48eP8PLyQtWqVdGsWTMAQLVq1RASEpLp44Tbq1WrViDj8PDwwIkTJ3Do0CGYmppmuZ29vT3GjRsHLy8vnDx5EmfOnEmXEZkdqVQKa2tr1KlTB9OnT0fPnj2xatUqAP9lEgqZhYJXr16hXLlyeTyqnGOgkIiIiIiIiIiIlKp3796QSqU4ePAg9u3bh2HDhon1Cvv27YuzZ8/i9u3b6R4jk8mwfv161KxZM0P9wrzw9fXFggULsG3btlw9X82aNQEA8fHxedqvTCZDUlISAKBKlSooV64c/Pz8xPtjY2Nx7do1NGjQIE/PnxtcekxEREREREREREqlp6eHPn364Mcff0RsbCyGDh0q3jd16lQcO3YMPXv2hLu7O+rXr49Xr15h5cqVCAkJga+vb7qOxwkJCQgMDEz3/Pr6+qhatWqW+w8NDcXQoUMxcuRINGnSJEM9QE1NTRgbG2PSpEkwNzdHy5YtUb58eURHR2PFihUoU6YMGjZs+M3jdHd3h6OjI6ysrJCUlARfX1/s27cPGzduBABIJBJMnjwZK1asgLW1NSpXroxFixbBwsIC3bp1y8mvMl8YKCQiIiIiIiIiIqUbMWIEdu3ahQ4dOsDCwkK8XVtbG6dOncLKlSuxYMECPH36FPr6+mjevDkuXrwIe3v7dM8TGhqK+vXrp7utVatW8PX1zXLfBw8exPv377Ft2zZs27Ytw/3NmjXDmTNn0KpVK3h5ecHT0xNv376FqakpGjRoAF9fX5iYmHzzGOPj4zFlyhRERkZCR0cHNjY2+O2339C3b19xm5kzZyI+Ph4TJkzA+/fv4ezsjGPHjkFbW/ubz59fEnlhVoPMJblcjtjYWOjo6KSLDFPxl5aWhgcPHsDGxgZqamrKHg6RwnHOk6rhnCdVx3OAVA3nPKmiojjvExMT8ezZM1SsWLFQgkpUdGT3t5fL5UhISICBgcE342sKr1GYlJSEpk2bwsjICEFBQYreHREREREREREREeWBwpceL1y4EOXKlUNwcLCid0VERERERERERJSBv78/unTpkuX9MTExBbIfIyOjLO87duwYmjRpUiD7URSFBgpPnz4NPz8/eHl54cyZM4rcFRERERERERERUaYcHR1x/fp1he8nu32UL19e4fvPL4UFCl+9eoVp06Zh79690NXVzdFjkpKSxHbQwOc11MDndf8lsUZh7629Ef4mXNnDUAo55EhOToampiYkKHl/W6Kvcc6TquGcJ1XHc4BUDec8qaKiOO/N9cwxt+lcJGklQaJeNMZUpGQTngp7FYaqZbLuipxT2XVWBv6LdRU0uVwOuVwOmUyGtLS0PO9TIYFCuVyOCRMmYMSIEahbty4iIiJy9Lg1a9bA3d1d/FlPTw/BwcEIDQ1V2C9SmeLi4pCUnPTtDUuw5ORkZQ+BqFBxzpOq4ZwnVcdzgFQN5zypoqI075OSk8SAEUpeGEWhZDIZEhMTlT2MPEtKSkJqaioeP36cIdlOIpHA0tIyR8+Tq67HixYtwrp167Ld5urVq/Dz84O3tzdOnDgBNTU1REREoHbt2rhw4QJq1aqV5WOzyijU1NQskRmFqiwtLQ1hYWGwtrYuMt2hiBSJc55UDec8qTqeA6RqOOdJFRXFeZ+amoqnT5+iXLly0NfXV/ZwqBDFxMTgzZs3qFy5cob5KJd/zn7NSdfjXGUUTpo0CQMHDsx2m8qVK+PChQu4fv06zMzM0t3XsmVL9OnTB5s3b870sVpaWtDS0hJ/lsvliI2NhZqaGgOFJZSamlqReUElKgyc86RqOOdJ1fEcIFXDOU+qqCjNe6lUCl1dXbx9+xYaGhqMpagAuVyOxMREvH37FoaGhtDU1Mx0m5zKVaDQ1NQUpqam39xu5cqVmD9/vvhzdHQ0evXqhZ07d8LR0TE3uyQiIiIiIiIiohyQSCQwMzNDREQEIiMjlT0cKkQGBgYoW7Zsvp9HITUKK1asmO5nPT09AECVKlWKRYcXIiIiIiIiIqLiSENDA1WqVEFKSkqJ7PdA6UkkEqirqxdYVqvCuh4TEREREREREVHhk0ql6Uq7EeVUoQQKK1WqhJiYmMLYFREREREREREREeWBVNkDICIiIiIiIiIiIuVjoJCIiIiIiIiIiIiKdo1Coegmi2+WPHK5HBKJBHK5nH9fUgmc86RqOOdJ1fEcIFXDOU+qiPOeiosv42sSiSTbbSXyIjybZTIZPn78qOxhEBERERERERERFWv6+vqQSrNfXFzkA4WCb0U8qXiJjY2Fvb09goODYWBgoOzhECkc5zypGs55UnU8B0jVcM6TKuK8p+Liy9DftwKFRXrp8bcGT8WXRCJBXFwcJBIJg8CkEjjnSdVwzpOq4zlAqoZznlQR5z0VF7mZn4zEEREREREREREREQOFRERERERERERExEAhKYmWlhZ++OEHaGlpKXsoRIWCc55UDec8qTqeA6RqOOdJFXHeU0lUpJuZEBERERERERERUeFgRiERERERERERERExUEhEREREREREREQMFBIREREREREREREYKCQiIiIiIiIiIiIwUEhERER59ObNG7AnGqkqzn0iIiIqiRgopAL15s0bPH36FLGxsQD4IZpUw5MnTzBr1iwEBAQoeyhEhSIiIgJ9+vTBjBkzIJFIIJPJlD0kokL19u1bvHnzBqmpqQD4eYdKvqSkJGUPgajQCZ9v0tLSlDwSosLFQCEVCLlcjh9++AGtWrXC0KFD0apVK4SHh0MikSh7aEQKI5fLMWPGDHz33XdISEiAjY2NsodEpFByuRzTpk2Do6Mj7t27h8uXLyMpKQlSKT9OkOqYPXs2mjZtisGDB6Nr1664d+8eP+9QiTZv3jx07doVr169UvZQiArN/PnzMXbsWACAmpqakkdDVLj4yZ7y7cKFC2jcuDECAgKwadMmuLm5oWzZspg1a5ayh0akMD4+PqhatSpu3ryJf/75Bxs3boSuri4AZpZQybRx40ZYWloiODgY//zzD3755ReYmpri/v37yh4aUaFISkrC6NGjERQUhF27duGHH36AgYEBBgwYgLNnzyp7eEQF7vHjxxg0aBDOnj2L69evY//+/coeEpHC3blzBz169MAff/wBb29v8fWdWYWkStSVPQAq/gICAtChQwfMmDEDenp6ACBmmqSlpUFNTQ1yuZxX26lEOXXqFPT19bFu3TrUqVMHQUFBCAsLg7W1NSpXrgx9fX1lD5GowMTHx+PcuXNYsWIFBg0aBACQSCQICwsTA+MymYyZhVSiPXr0CMHBwVi5ciUaNGgAAGjVqhXKly+PTZs2oWLFiqhevbqSR0lUcKKiolCuXDlMnjwZN27cwKpVq9C1a1dYWVkpe2hECnPr1i2Ym5tj/Pjx+Ouvv+Dm5obWrVvzOy2pFImcqS+US19/GYyJiUFcXBwqVqwI4HOdwv79+6N+/fpo0qQJOnbsqKyhEhWYr+f9o0ePMGXKFFSuXBmxsbG4c+cODA0NERkZCQcHB3h5ecHQ0FCJIybKn6/n/JcfjmUyGT58+ID27dtjwIABmDZtmpJGSaQ4X58D//77L7p06YLnz59DW1sbAPDq1St06dIFcrkcffr04WoKKhGEuR8bG4u3b9+iSpUqkMvlaNiwIRwdHbFp0yZlD5FIYV69eoXXr1/Dzs4O/v7+GDNmDCZPnowJEyaISTBEJR0v/VOurFq1CpMnT4aHhwfevXsHADAyMhKDhN7e3rCxsYG6ujqeP3+OSZMmYfz48YiIiFDmsIny5et5L5PJULVqVbRu3Rr//PMP1NTUsGfPHvz222/4/fffcffuXSxatIiFv6nYyuy1XiKRiMtuhOCJjo4O4uPjlTZOIkXJ7BywtrZGhQoVMGfOHHHe//zzz7C3t0fFihVx/fp1fPjwQZnDJsqzP//8EyEhIQD+e403MDBAlSpVAHx+D1i0aBH++OMPXLp0SWnjJCpIq1evxrx587Br1y4kJycDAMqWLQs7OzsAQK1atdC/f3+sW7cOHz9+hJqaGhu4kUpgRiHlSGRkJAYPHoyUlBQ0btwYx44dg4WFBaZOnYpu3bqJ250/fx7q6upwdnYGAAQGBqJDhw44cOAAWrRooaTRE+VNVvN+0qRJ6NmzJ+Li4rBz50506tQJVatWFR935MgRTJgwAYGBgShbtqwSj4Aod771Wi9kFQrZJgMHDkRqair++OMPLsehEiGzc8Dc3BwzZ85Ep06dcOzYMYwaNQrVqlVDREQEypYtizNnziAoKAh9+/bFw4cPYWBgoOzDIMqxS5cuYdasWQgJCcH06dMxc+ZM6OjoZLl9nz59EBcXB29vbzGzlqi4CQ0NxdChQyGVSmFjYwM/Pz/Y29tj4cKFcHJySveZJigoCN9//z3q16+PtWvXstQKqQTOcMqRixcvQiaTwcfHBx4eHrh58ybKlSuHLVu2ICgoSNyuefPmYpAQgFirhxmFVBxlNe+3bduGO3fuQE9PDyNGjEgXJAQgBgfDwsKUMWyiPPvWa72QVSh8QK5bty6io6Px9u1bBgmpRMjsHDA3N8eGDRsQFBSELl264MyZM5gxYwa8vLxw8+ZNGBkZISEhAebm5oiJiVH2IRDl2PPnz3Hw4EG0aNEC06dPx86dOxEcHJztY5YsWYKbN2/iyJEjSElJga+vL65cuVJIIyYqGEKt8fPnz2Pnzp24cuUK3r9/j02bNuHx48eQSCRITU0F8Pn77IgRI3D48GGEhIRAKpXi0qVLeP/+vXIPgkiBGCikHImIiICGhgZKlSoFAChVqhQmTpwILS0trFu3LsvHHT58GA4ODnBxcSmsoRIVmOzm/fr16wEg06Yl586dQ/369VG/fv1CHS9RfuXktV4o5g0Aenp6SExMRFpaGrt9U4mQ3Tmwdu1aAICDgwN69eqFVq1aiY87ffo0atWqBUtLS2UMmyhP9PX14eLigsGDB8PNzQ2mpqbYsmVLtkvoa9asiTFjxsDNzQ2tWrXCiBEjkJCQUIijJsqf1NRUhISEoEyZMmK9QTMzM7i6uiIyMhJ79uwBAKirq0Mul0NLSwtt27ZFgwYNMHbsWLRv3x59+/bF69evlXkYRArFQCHlSGJiItTU1NK9IDo7O6NNmzZ4+PAhzp07J97+6NEjhIeHY9asWViyZAm6du2KcuXKKWHURPmTm3kfFhaGx48fY9asWdi7dy/69esnfsAgKi5yOueFWoWtW7dGWFgYXr16xYxCKhGyOgdcXFwQGhqa7nX/8ePHCAkJwYwZM3D8+HH069cPAPi6T8WGgYEBunbtCltbWwCAh4cHvL29cenSpSzn8ePHj/Hs2TO8ffsWjo6OePjwIVq2bFmYwybKF3V1dSQlJSExMREymUz8TNO9e3fUrl0bN2/exJ07dwD893qempqK9+/fIzg4GNWrV0dISAiqVaumtGMgUjQGCilbQrHWAQMG4MaNG7h161a6+5s3bw4tLS0EBgYCAN6/f48DBw6gZ8+eCAoKwl9//YWJEyfyCyQVK7md9zExMdi9ezc6duyIoKAg/PHHHxgwYAAAcO5TsZDbOa+urg4A+PDhA4YOHYoyZcowOELFWm7PAQC4ceMGJk2ahODgYPz555/o1KkTAL7uU/Ekk8nQokULtG7dGmvWrEFUVFSGbV68eAFXV1eEhITg0qVLWLt2baYrK4iKKiEoOHToUJw7dw737t2DmpqauMy4e/fuiIyMRHh4OIDPjX0CAgLQv39/JCUl4d9//8X69es576nEYzMTEmVWiD41NVX8QjhixAiEh4fj8OHDMDExEbdxcXFB3bp1sWrVKgBASEgIPnz4gAYNGhTe4InyqKDmfXBwMD58+JCuRidRUZSfOf/dd9/B3d2dhbypWCuIcwAAYmNjERkZKWZjERVV35rzX/787Nkz1KlTBytWrMDo0aMhlUoRFRUFCwsLJCQk4MWLF7CysirsQyDKsa/ndmb3JSYmonfv3tDQ0IC3t3e6c+S7777DgAEDMGvWLADAu3fv8PDhQzRs2LDQjoFI2fgpX4WlpKRgw4YNOH78OID0V8CFqy3q6upITk5GeHg4lixZgtDQUGzatEmsXZKamgpNTU0YGRmJj61RowaDhFRkKWre29vbM0hIRVJBzvnSpUsDAIOEVKwo4hwAPi/bZJCQiqKczvnU1FQ8ePBA/DktLQ0VK1bE+PHjsWnTJhw+fBi9evXC4sWLkZCQAB0dHQYJqchKTk7GggULMG3aNMyfPx9PnjwR7xMyBoV5Hhsbi7lz5+LSpUvYuXOnuCri/fv30NXVFV/r5XI5jI2NGSQklcNP+irq9OnTaNq0KRYuXIi///4bL168APBfHQahsOvWrVtRpUoVHDt2DBUrVsSKFStw5MgRjBo1Cj4+Pli4cCHCw8PRrl07pR0LUU5x3pOq4ZwnVcdzgFRNbua8paUlTp8+jZSUFAD/XQQaN24cIiIiMHbsWKirq2PlypXQ0dFRwtEQ5cyRI0dQp04dBAYGwsLCAt7e3pgxYwauXr0K4L+SKVu3boWFhQXOnj0LZ2dnzJ49GytXrsT06dPx77//wsPDA3FxcWjevDkAlpIg1cWlxyooPj4e8+bNg46ODszMzHDs2DEMHjwYI0eOFLdJTk7GnDlzcPz4cSxduhR9+vQRPzz4+vpi586deP/+PVJTU7Fq1So4OTkp63CIcoTznlQN5zypOp4DpGryMuf79u2bLhhy6NAhTJgwAQ4ODli7di1q1aqljEMhyrGgoCAsWbIEjRs3xvTp0wEAkZGR6Ny5M3788Uf07t0bHz58wKxZs+Dv748FCxagX79+4rz39PTEkSNH8OHDB0ilUqxduxaOjo7KPCQipWOgUAXJ5XJcu3YNxsbGqFatGoYNG4bk5GTMnz8f9vb24jbh4eEoU6YMDAwMACBDTapXr16hbNmySjkGotzivCdVwzlPqo7nAKmavM55gUwmw4kTJ/D27VsMHz5cCUdAlHs3b97EkSNHMGHCBJibmyMlJQUaGhpo0aIFXFxcMH/+fCQmJuLevXuwtrbO9LVeJpPh2bNnsLS0VOahEBUZDBSqgKNHj8LQ0BA1atRAuXLlMtzv5+eHRYsWoWPHjpg9ezZTrKlE4LwnVcM5T6qO5wCpGs55UkXCvLexsYG5uXmm23z48AEuLi746aef0KZNm0IeIVHxxxqFJdjBgwdRvXp1bNiwAWPGjMHw4cPFosYymUysVdKyZUvUq1cPFy9exIULFwD8V8eEqLjhvCdVwzlPqo7nAKkaznlSRV/P+xEjRojzXi6XQyaTidvGxsZCJpOhatWqyhouUbHGQGEJlJqaii1btmDt2rVwc3ODj48P9u7diypVqsDLywtJSUmQSqWQSCTiC+rYsWORlJQEHx8fxMfHQy6XIywsDMB/3dGIijLOe1I1nPOk6ngOkKrhnCdVlJN5L5FIIJVKxUC4v78/5HJ5ukzbmJgYAAyWE+UEA4UlUHx8PN68eYP+/ftj0KBB0NTURIMGDWBjY4OPHz+K7eEBiC+o1atXR6dOnRAQEAAPDw+0atUKY8eORVpamtgdjago47wnVcM5T6qO5wCpGs55UkW5mffC8nofHx+0a9cOOjo6CAoKQs+ePeHh4QG5XM4l+EQ5wEBhCfHo0SPx6oihoSG6deuGyZMnQyqVilcUy5cvj0+fPkFDQyPdY4XHNW/eHIGBgVi/fj3q1KkDX19ffoCgIo3znlQN5zypOp4DpGo450kV5Wfex8fHIzY2Fo6OjnB1dUXLli1hamqKxYsXM0hIlEMMFBZz3t7eqF27NgYMGAAXFxfs2bMHAFCrVi2oqaml6+Z06tQp1KpVC5qamhmuOO7cuROtW7dG06ZNcevWLaxduxaamppKOSaib+G8J1XDOU+qjucAqRrOeVJFBTHvw8PDcfHiRYwZMwZBQUG4dOkSPD09MwQUiShr6soeAOWd0Mls8uTJqFKlCvz8/ODq6gqZTIZ+/fpBW1sbEokEcrkcSUlJuH//PiZPngwAUFdP/6evX78+duzYgR49eijjUIhyjPOeVA3nPKk6ngOkajjnSRUV1Lz/+PEjnJ2d4erqihYtWijpaIiKNwYKiyGhtsL169dhbGyMYcOGQUNDA61bt0ZiYiK8vLxgYmKCzp07i+nVMTEx+PjxI5ycnAB8TufeuXMnli9fDgCwt7eHvb290o6J6Fs470nVcM6TquM5QKqGc55UUUHN+x07duCnn35C48aNcezYMWUeElGxx6XHxZDwAhkSEoIqVapAQ0MDKSkpAIAff/wRWlpa8PHxwcuXL8XHnD9/HuXLl4eZmRnmzJmDhg0b4tmzZ0hJSWHnJyoWOO9J1XDOk6rjOUCqhnOeVFFBzfvIyEikpKSINQyJKO+YUVgM+Pn5wdfXF5UrV0b9+vXh6OgI4HNhYjc3N6SlpYkvqKVLl0b//v2xceNGhIaGwszMDHK5HP/73/9w//591K5dG2XLlsWpU6dQt25dJR8ZUdY470nVcM6TquM5QKqGc55UEec9UdHHjMIiLDo6Gv3798f333+PmJgY7N27Fz179sTNmzcBAM7OztDX14e7uzuA/zqbDRs2DB8/fkRQUBAAICEhAQkJCdDV1YWHhwcuX77MF1IqsjjvSdVwzpOq4zlAqoZznlQR5z1R8cGMwiLq06dPWLJkCXR1dXH69GlYWloCANq0aYOdO3fC0dERZmZmGDFiBFavXo2hQ4eiQoUKYo0Ha2trhISEAAB0dXUxZ84c1KlTR4lHRPRtnPekajjnSdXxHCBVwzlPqojznqh4YUZhEaWrqwtNTU0MHDgQlpaWYst3FxcXPHz4EHK5HPr6+ujTpw8cHBwwcuRIREREQCKR4NmzZ3jz5g06duwoPh9fSKk44LwnVcM5T6qO5wCpGs55UkWc90TFi0TOKrdFVkpKCjQ0NAAAMpkMUqkUY8aMQalSpbB27Vpxu6ioKHTp0gWpqamoW7curl27hmrVqmHbtm0oW7askkZPlDec96RqOOdJ1fEcIFXDOU+qiPOeqPhgoLCYad++PYYNG4YBAwaIHZ2kUinCw8MRGBiImzdvwt7eHgMGDFDySIkKDuc9qRrOeVJ1PAdI1XDOkyrivCcqmhgoLEaePHmCdu3a4ffffxfTrZOTk6GpqancgREpEOc9qRrOeVJ1PAdI1XDOkyrivCcqulijsBgQYrlXrlxBqVKlxBdSd3d3zJkzB69fv1bi6IgUg/OeVA3nPKk6ngOkajjnSRVx3hMVfQwUFgMSiQQAcPPmTXTp0gV+fn6oXbs2duzYgc6dO6NMmTJKHiFRweO8J1XDOU+qjucAqRrOeVJFnPdERR+XHhcTiYmJcHZ2xuPHj6GpqYk5c+Zg2rRpyh4WkUJx3pOq4ZwnVcdzgFQN5zypIs57oqJNXdkDoJzR1tZGpUqV0KJFCyxfvhza2trKHhKRwnHek6rhnCdVx3OAVA3nPKkiznuioo0ZhcVIWloa1NTUlD0MokLFeU+qhnOeVB3PAVI1nPOkijjviYouBgqJiIiIiIiIiIiIzUyIiIiIiIiIiIiIgUIiIiIiIiIiIiICA4VEREREREREREQEBgqJiIiIiIiIiIgIDBQSERERERERERERGCgkIiIiIiIiIiIiMFBIREREREREREREYKCQiIiIiIiIiIiIwEAhEREREQGYMGECjIyMYGRkhDJlyqB69ero0aMH9u7dC5lMluPn2b9/PywtLRU4UiIiIiJSFAYKiYiIiAgA0Lp1a4SEhOD27ds4dOgQmjRpgrlz56Jfv35ITU1V9vCIiIiISMEYKCQiIiIiAICWlhbMzMxgYWGB2rVrw9XVFfv27cOZM2ewf/9+AMCvv/6Kxo0bo3z58rCzs4Orqyvi4uIAAP7+/pg4cSJiY2PF7MSVK1cCAJKSkuDm5gZbW1uUL18ebdq0gb+/v9KOlYiIiIgyYqCQiIiIiLLUrFkz2Nvb49ixYwAAqVQKd3d3XL58GZs3b8bFixexcOFCAED9+vWxYsUK6OvrIyQkBCEhIZg0aRIAYPbs2bh27Rq2b98Of39/dOvWDb1798ajR4+UdmxERERElB4DhURERESUrWrVquHZs2cAgPHjx6Np06aoVKkSmjVrhvnz5+PIkSMAAE1NTRgYGEAikcDMzAxmZmbQ09PDs2fPsG/fPvz2229o3LgxqlSpgsmTJ6Nhw4bYt2+fEo+MiIiIiL6kruwBEBEREVHRJ5FIAADnzp3DmjVrEBoaio8fPyI1NRWJiYn49OkTdHV1M33svXv3kJaWhnr16qW7PSkpCcbGxgofOxERERHlDAOFRERERJStBw8eoFKlSoiIiED//v0xcuRI/PjjjzAyMsKVK1cwefJkpKSkZPn4+Ph4qKmpwc/PD2pqaunuK1WqlKKHT0REREQ5xEAhEREREWXpwoULuHfvHiZMmIDAwEDIZDIsW7YMUunnCjbCsmOBhoYGZDJZutscHByQlpaG169fo3HjxoU1dCIiIiLKJQYKiYiIiAjA56XAL1++FIN6Z86cwdq1a9GuXTv0798f9+7dQ0pKCjw9PdG+fXtcuXIFu3btSvcclSpVQlxcHM6fPw97e3vo6OjA2toaffr0wfjx47Fs2TI4ODjgzZs3OH/+POzs7NCuXTslHTERERERfUkil8vlyh4EERERESnXhAkTcODAAQCAuro6SpcuDXt7e/Tu3RsDBgwQMwg3bdqEDRs24MOHD2jcuDF69+6N8ePH48mTJzA0NAQAzJgxA0ePHsW7d+/www8/YM6cOUhJScHPP/+MgwcP4sWLFzAxMYGTkxPmzJkDOzs7pR03EREREf2HgUIiIiIiIiIiIiKCVNkDICIiIiIiIiIiIuVjoJCIiIiIiIiIiIgYKCQiIiIiIiIiIiIGComIiIiIiIiIiAgMFBIREREREREREREYKCQiIiIiIiIiIiIwUEhERERERERERERgoJCIiIiIiIiIiIjAQCERERERERERERGBgUIiIiIiIiIiIiICA4VEREREREREREQE4P8AGKFH86SH5TwAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Now Volume Z Score\n",
"zvscoredf = df.ta.zscore(close=\"volume\", length=30, prefix=\"VOL\", append=True)\n",
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
"zvcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zvscoredf.name]].tail(recent_bars(df))\n",
"zvcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zvscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Squeeze Indicator (John Carter and Lazybear Versions)\n",
"Squeeze Indicator (__squeeze__)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"# help(ta.squeeze)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x132161fa0>"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10, clr=True, squeeze=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Lazybear's TradingView Squeeze"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x132182490>"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10, clr=True, squeeze=True, lazybear=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Disclaimer\n",
"* All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, or individuals trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.\n",
"\n",
"* Any opinions, news, research, analyses, prices, or other information offered is provided as general market commentary, and does not constitute investment advice. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from use of or reliance on such information."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.1"
}
},
"nbformat": 4,
"nbformat_minor": 4
}