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2020-10-05 14:55:50 -07:00

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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**"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%matplotlib inline\n",
"import datetime as dt\n",
"import random as rnd\n",
"\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\n",
"%pylab inline\n",
"\n",
"e = pd.DataFrame()"
]
},
{
"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 - v0.2.20b0\n",
"Total Indicators: 123\n",
"Abbreviations:\n",
" aberration, above, above_value, accbands, ad, adosc, adx, amat, ao, aobv, apo, aroon, atr, bbands, below, below_value, bias, bop, brar, cci, cdl_doji, cdl_inside, cfo, cg, chop, cksp, cmf, cmo, coppock, cross, cross_value, decay, decreasing, dema, donchian, dpo, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, ichimoku, increasing, inertia, kama, kc, kdj, kst, kurtosis, linreg, log_return, long_run, macd, mad, massi, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvt, pwma, qstick, quantile, rma, roc, rsi, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, squeeze, stdev, stoch, stochrsi, supertrend, swma, t3, tema, thermo, trend_return, trima, trix, true_range, tsi, ttm_trend, ui, uo, variance, vortex, vp, vwap, vwma, wcp, willr, wma, zlma, zscore\n"
]
}
],
"source": [
"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, length=None, offset=None, **kwargs)\n",
" Exponential Moving Average (EMA)\n",
" \n",
" The Exponential Moving Average is more responsive moving average compared to the\n",
" Simple Moving Average (SMA). The weights are determined by alpha which is\n",
" proportional to it's length. There are several different methods of calculating\n",
" EMA. One method uses just the standard definition of EMA and another uses the\n",
" SMA to generate the initial value for the rest of the 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",
" Calculation:\n",
" Default Inputs:\n",
" length=10, adjust=False, sma=True\n",
" if sma:\n",
" sma_nth = close[0:length].sum() / length\n",
" close[:length - 1] = np.NaN\n",
" close.iloc[length - 1] = sma_nth\n",
" EMA = close.ewm(span=length, adjust=adjust).mean()\n",
" \n",
" Args:\n",
" close (pd.Series): Series of 'close's\n",
" length (int): It's period. Default: 10\n",
" offset (int): How many periods to offset the result. Default: 0\n",
" \n",
" Kwargs:\n",
" adjust (bool, optional): Default: False\n",
" sma (bool, optional): If True, uses SMA for initial value. Default: True\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": "markdown",
"metadata": {},
"source": [
"### Load Daily SPY from [AlphaVantage](http://www.alphavantage.com) and clean it"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"def farm(ticker = \"SPY\", timeframe=\"DA\", cols=[\"dividend\", \"split_coefficient\"]):\n",
" AV = AlphaVantage(api_key=\"YOUR API KEY\", premium=False, clean=True, output_size=\"full\")\n",
" df = AV.data(symbol=ticker, function=timeframe)\n",
" df.set_index(pd.DatetimeIndex(df[\"date\"]), inplace=True) if not df.ta.datetime_ordered else None\n",
" df.drop(cols, axis=1, inplace=True, errors=\"ignore\")\n",
" df.name = ticker\n",
" return df\n",
"\n",
"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_startdate} ({length})\"\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)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Initialization"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"price_size = (16, 8)\n",
"ind_size = (16, 3.25)\n",
"ticker = \"SPY\"\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]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Get Ticker and take a peek"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"SPY(5265, 6) from 1999-11-01 00:00:00 to 2020-10-02 00:00:00\n",
" open high low close adj_close \\\n",
"count 5265.000000 5265.000000 5265.000000 5265.000000 5265.000000 \n",
"mean 163.017476 163.982358 161.953526 163.017505 138.602078 \n",
"std 64.067847 64.267869 63.830799 64.076713 71.438039 \n",
"min 67.950000 70.000000 67.100000 68.110000 53.696800 \n",
"25% 116.560000 117.430000 115.630000 116.560000 87.177900 \n",
"50% 138.490000 139.453100 137.360000 138.281200 106.217900 \n",
"75% 205.250000 206.330000 204.230000 205.430000 185.121900 \n",
"max 355.870000 358.750000 353.430000 357.700000 356.257100 \n",
"\n",
" volume \n",
"count 5.265000e+03 \n",
"mean 1.111709e+08 \n",
"std 9.786357e+07 \n",
"min 1.708170e+05 \n",
"25% 4.772330e+07 \n",
"50% 8.224770e+07 \n",
"75% 1.485150e+08 \n",
"max 8.710263e+08 \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>adj_close</th>\n",
" <th>volume</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",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>1999-11-01</th>\n",
" <td>136.5000</td>\n",
" <td>137.0000</td>\n",
" <td>135.5625</td>\n",
" <td>135.5625</td>\n",
" <td>91.5996</td>\n",
" <td>4006500.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1999-11-02</th>\n",
" <td>135.9687</td>\n",
" <td>137.2500</td>\n",
" <td>134.5937</td>\n",
" <td>134.5937</td>\n",
" <td>90.9450</td>\n",
" <td>6516900.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1999-11-03</th>\n",
" <td>136.0000</td>\n",
" <td>136.3750</td>\n",
" <td>135.1250</td>\n",
" <td>135.5000</td>\n",
" <td>91.5574</td>\n",
" <td>7222300.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1999-11-04</th>\n",
" <td>136.7500</td>\n",
" <td>137.3593</td>\n",
" <td>135.7656</td>\n",
" <td>136.5312</td>\n",
" <td>92.2542</td>\n",
" <td>7907500.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1999-11-05</th>\n",
" <td>138.6250</td>\n",
" <td>139.1093</td>\n",
" <td>136.7812</td>\n",
" <td>137.8750</td>\n",
" <td>93.1622</td>\n",
" <td>7431500.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close adj_close volume\n",
"date \n",
"1999-11-01 136.5000 137.0000 135.5625 135.5625 91.5996 4006500.0\n",
"1999-11-02 135.9687 137.2500 134.5937 134.5937 90.9450 6516900.0\n",
"1999-11-03 136.0000 136.3750 135.1250 135.5000 91.5574 7222300.0\n",
"1999-11-04 136.7500 137.3593 135.7656 136.5312 92.2542 7907500.0\n",
"1999-11-05 138.6250 139.1093 136.7812 137.8750 93.1622 7431500.0"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# All the Data\n",
"df = farm(ticker)\n",
"print(f\"{df.name}{df.shape} from {df.index[0]} to {df.index[-1]}\\n{df.describe()}\")\n",
"df.head()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"SPY(252, 6) from 2019-10-04 00:00:00 to 2020-10-02 00:00:00\n",
" open high low close adj_close \\\n",
"count 5265.000000 5265.000000 5265.000000 5265.000000 5265.000000 \n",
"mean 163.017476 163.982358 161.953526 163.017505 138.602078 \n",
"std 64.067847 64.267869 63.830799 64.076713 71.438039 \n",
"min 67.950000 70.000000 67.100000 68.110000 53.696800 \n",
"25% 116.560000 117.430000 115.630000 116.560000 87.177900 \n",
"50% 138.490000 139.453100 137.360000 138.281200 106.217900 \n",
"75% 205.250000 206.330000 204.230000 205.430000 185.121900 \n",
"max 355.870000 358.750000 353.430000 357.700000 356.257100 \n",
"\n",
" volume \n",
"count 5.265000e+03 \n",
"mean 1.111709e+08 \n",
"std 9.786357e+07 \n",
"min 1.708170e+05 \n",
"25% 4.772330e+07 \n",
"50% 8.224770e+07 \n",
"75% 1.485150e+08 \n",
"max 8.710263e+08 \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>adj_close</th>\n",
" <th>volume</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",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2019-10-04</th>\n",
" <td>291.14</td>\n",
" <td>294.63</td>\n",
" <td>291.08</td>\n",
" <td>294.35</td>\n",
" <td>288.6755</td>\n",
" <td>66737063.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2019-10-07</th>\n",
" <td>293.47</td>\n",
" <td>295.26</td>\n",
" <td>292.77</td>\n",
" <td>293.08</td>\n",
" <td>287.4300</td>\n",
" <td>60549809.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2019-10-08</th>\n",
" <td>291.04</td>\n",
" <td>291.85</td>\n",
" <td>288.49</td>\n",
" <td>288.53</td>\n",
" <td>282.9677</td>\n",
" <td>101367099.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2019-10-09</th>\n",
" <td>290.75</td>\n",
" <td>292.30</td>\n",
" <td>290.06</td>\n",
" <td>291.27</td>\n",
" <td>285.6549</td>\n",
" <td>64341784.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2019-10-10</th>\n",
" <td>291.18</td>\n",
" <td>294.21</td>\n",
" <td>291.00</td>\n",
" <td>293.24</td>\n",
" <td>287.5869</td>\n",
" <td>54459839.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close adj_close volume\n",
"date \n",
"2019-10-04 291.14 294.63 291.08 294.35 288.6755 66737063.0\n",
"2019-10-07 293.47 295.26 292.77 293.08 287.4300 60549809.0\n",
"2019-10-08 291.04 291.85 288.49 288.53 282.9677 101367099.0\n",
"2019-10-09 290.75 292.30 290.06 291.27 285.6549 64341784.0\n",
"2019-10-10 291.18 294.21 291.00 293.24 287.5869 54459839.0"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Recent Data\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.describe()}\")\n",
"df.tail(recent_bars(df)).head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Aliases"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"opendf = df[\"open\"]\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": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Columns: open, high, low, close, adj_close, volume, -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": [
"## Misc"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Example Charting Class utilizing **mplfinance** panels"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"class Chart(object):\n",
" def __init__(self, df: pd.DataFrame = None, strategy: ta.Strategy = ta.CommonStrategy, *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_ta_strategy(strategy)\n",
" self._validate_mpf_kwargs(**kwargs)\n",
" self._validate_chart_kwargs(**kwargs)\n",
"\n",
" # Build TA and Plot\n",
" self.df.ta.strategy(self.strategy, verbose=self.verbose)\n",
" self._plot(**kwargs)\n",
"\n",
" def _validate_ta_strategy(self, strategy):\n",
" if strategy is not None or isinstance(strategy, ta.Strategy):\n",
" self.strategy = strategy\n",
" elif len(self.strategy_ta) > 0:\n",
" print(f\"[+] Strategy: {self.strategy_name}\")\n",
" else:\n",
" self.strategy = ta.CommonStrategy \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",
" treturn = kwargs.pop(\"trendreturn\", False)\n",
" if treturn:\n",
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
" # or Trade Logic that yields trends in binary.\n",
" default_long = self.df[\"SMA_10\"] > self.df[\"SMA_20\"]\n",
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
" short_trend = ~long_trend # Opposite/Inverse\n",
" self.df[\"TRl\"] = ta.trend_return(self.df[\"close\"], long_trend, cumulative=True)\n",
" self.df[\"TRs\"] = ta.trend_return(self.df[\"close\"], short_trend, cumulative=True)\n",
" self.df[\"TR\"] = self.df[\"TRl\"] + self.df[\"TRs\"]\n",
"\n",
" # Pad and trim Chart\n",
" self._right_pad_df(rpad)\n",
" mpfdf = self.df.tail(self.config[\"last\"])\n",
" mpfdf_columns = list(self.df.columns)\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.strategy.name == ta.CommonStrategy.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 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",
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"red\", width=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 treturn:\n",
" _p = kwargs.pop(\"treturn_percenty\", 0.33)\n",
" treturn_ylim = ta_ylim(mpfdf[\"TR\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"TRl\"], ylabel=\"Trend Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"TRs\"], type=\"bar\", color=\"red\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"TR\"], color=\"black\", width=1.5, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, 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\", 0.33)\n",
" trcs = mpfdf[\"TR\"].cumsum()\n",
" treturncs_ylim = ta_ylim(trcs, _p)\n",
" taplots += [\n",
" mpf.make_addplot(trcs, ylabel=\"Trend B&H\", color=\"black\", width=1.5, panel=cpanel(), ylim=treturncs_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=treturncs_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.strategy.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": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[i] Loaded SPY(5265, 33)\n",
"[+] Strategy: Common Price and Volume SMAs\n",
"[i] Indicator arguments: {'append': True}\n",
"[i] Multiprocessing: 4 of 4 cores.\n",
"[i] Total indicators: 5\n",
"[i] Columns added: 5\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 10 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.1.0 [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: 0.2.20b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a0 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x11146f220>"
]
},
"execution_count": 11,
"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=True, 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",
" trendreturn=False,\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=macdh > 0, # trend: macd hist > 0\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",
" 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": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'SPY: CUMLOGRET_1 from 2019-10-04 00:00:00 to 2019-10-04 00:00:00 (252)'}, xlabel='date'>"
]
},
"execution_count": 12,
"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": [
"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": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x113878850>"
]
},
"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": [
"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": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x113250f40>"
]
},
"execution_count": 14,
"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": [
"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": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x11388e1c0>"
]
},
"execution_count": 15,
"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": [
"# 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": [
"# New Features"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Squeeze Indicator (John Carter and Lazybear Versions)\n",
"Squeeze Indicator (__squeeze__)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"# help(ta.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: 1.1.0 [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: 0.2.20b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a0 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x1129a00a0>"
]
},
"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,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Lazybear's TradingView Squeeze"
]
},
{
"cell_type": "code",
"execution_count": 18,
"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: 1.1.0 [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: 0.2.20b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a0 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x113250250>"
]
},
"execution_count": 18,
"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": [
"### Archer Moving Averages Trends\n",
"Archer Moving Average Trends (__amat__) returns the long and short run trends of fast and slow moving averages.\n",
"* The _pink_ background, on the Price chart, is when Archer MAs are bearish. Conversely, a _white_ background is bullish"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.1.0 [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: 0.2.20b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a0 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x11446df70>"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10,\n",
" volume=True, midpoint=False, ohlc4=False,\n",
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
" archermas=True, archerobv=False,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Archer On Balance Volume\n",
"Archer On Balance Volume (__aobv__) returns a DataFrame of OBV, OBV min and max, fast and slow MAs of OBV, and the long and short run trends of the two OBV MAs.\n",
"* On the chart below, only **OBV**, **OBV min**, _fast_ and _slow_ **OBV MAs**.\n",
"* Not on the chart are: **OBV LR** and **OBV SR** trends."
]
},
{
"cell_type": "code",
"execution_count": 20,
"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: 1.1.0 [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: 0.2.20b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a0 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x11414a9d0>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10,\n",
" volume=True, midpoint=False, ohlc4=False,\n",
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
" archermas=False, archerobv=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",
"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": "3.8.2"
}
},
"nbformat": 4,
"nbformat_minor": 4
}