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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 v0.2.64b0\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",
"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 - v0.2.64b0\n",
"Total Indicators: 134\n",
"Abbreviations:\n",
" aberration, above, above_value, accbands, ad, adosc, adx, alma, 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, ebsw, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, hwc, hwma, ichimoku, increasing, inertia, kama, kc, kdj, kst, kurtosis, 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, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, squeeze, ssf, stdev, stoch, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, trend_return, trima, trix, true_range, tsi, ttm_trend, ui, uo, variance, vidya, vortex, vp, vwap, vwma, wcp, willr, wma, zlma, zscore\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, 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": "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_enddate} ({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(5394, 6) from 1999-11-01 00:00:00 to 2021-04-09 00:00:00\n",
" open high low close adj_close \\\n",
"count 5394.000000 5394.000000 5394.000000 5394.000000 5394.000000 \n",
"mean 168.016118 169.010709 166.920680 168.017344 143.128561 \n",
"std 70.960074 71.220714 70.662550 70.973501 78.627859 \n",
"min 67.949997 70.000000 67.099998 68.110001 53.293084 \n",
"25% 117.114999 117.835000 116.227500 117.000000 86.941066 \n",
"50% 139.770602 140.650000 138.635002 139.750000 106.548821 \n",
"75% 208.070005 209.147500 207.190000 208.332500 186.820489 \n",
"max 408.390000 411.670000 408.260000 411.490000 411.490000 \n",
"\n",
" volume \n",
"count 5.394000e+03 \n",
"mean 1.103395e+08 \n",
"std 9.694148e+07 \n",
"min 1.708170e+05 \n",
"25% 4.824947e+07 \n",
"50% 8.153653e+07 \n",
"75% 1.469538e+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>136.500000</td>\n",
" <td>137.000000</td>\n",
" <td>135.562500</td>\n",
" <td>135.562500</td>\n",
" <td>90.911009</td>\n",
" <td>4006500.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1999-11-02</th>\n",
" <td>135.968704</td>\n",
" <td>137.250000</td>\n",
" <td>134.593704</td>\n",
" <td>134.593704</td>\n",
" <td>90.261314</td>\n",
" <td>6516900.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1999-11-03</th>\n",
" <td>136.000000</td>\n",
" <td>136.375000</td>\n",
" <td>135.125000</td>\n",
" <td>135.500000</td>\n",
" <td>90.869095</td>\n",
" <td>7222300.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1999-11-04</th>\n",
" <td>136.750000</td>\n",
" <td>137.359299</td>\n",
" <td>135.765594</td>\n",
" <td>136.531204</td>\n",
" <td>91.560642</td>\n",
" <td>7907500.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1999-11-05</th>\n",
" <td>138.625000</td>\n",
" <td>139.109299</td>\n",
" <td>136.781204</td>\n",
" <td>137.875000</td>\n",
" <td>92.461819</td>\n",
" <td>7431500.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close adj_close \\\n",
"date \n",
"1999-11-01 136.500000 137.000000 135.562500 135.562500 90.911009 \n",
"1999-11-02 135.968704 137.250000 134.593704 134.593704 90.261314 \n",
"1999-11-03 136.000000 136.375000 135.125000 135.500000 90.869095 \n",
"1999-11-04 136.750000 137.359299 135.765594 136.531204 91.560642 \n",
"1999-11-05 138.625000 139.109299 136.781204 137.875000 92.461819 \n",
"\n",
" volume \n",
"date \n",
"1999-11-01 4006500.0 \n",
"1999-11-02 6516900.0 \n",
"1999-11-03 7222300.0 \n",
"1999-11-04 7907500.0 \n",
"1999-11-05 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 2020-04-09 00:00:00 to 2021-04-09 00:00:00\n",
" open high low close adj_close \\\n",
"count 5394.000000 5394.000000 5394.000000 5394.000000 5394.000000 \n",
"mean 168.016118 169.010709 166.920680 168.017344 143.128561 \n",
"std 70.960074 71.220714 70.662550 70.973501 78.627859 \n",
"min 67.949997 70.000000 67.099998 68.110001 53.293084 \n",
"25% 117.114999 117.835000 116.227500 117.000000 86.941066 \n",
"50% 139.770602 140.650000 138.635002 139.750000 106.548821 \n",
"75% 208.070005 209.147500 207.190000 208.332500 186.820489 \n",
"max 408.390000 411.670000 408.260000 411.490000 411.490000 \n",
"\n",
" volume \n",
"count 5.394000e+03 \n",
"mean 1.103395e+08 \n",
"std 9.694148e+07 \n",
"min 1.708170e+05 \n",
"25% 4.824947e+07 \n",
"50% 8.153653e+07 \n",
"75% 1.469538e+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>2020-04-09</th>\n",
" <td>277.58</td>\n",
" <td>281.20</td>\n",
" <td>275.47</td>\n",
" <td>278.20</td>\n",
" <td>273.782855</td>\n",
" <td>189948139.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-04-13</th>\n",
" <td>277.14</td>\n",
" <td>277.51</td>\n",
" <td>271.41</td>\n",
" <td>275.66</td>\n",
" <td>271.283184</td>\n",
" <td>114353986.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-04-14</th>\n",
" <td>280.98</td>\n",
" <td>284.90</td>\n",
" <td>275.51</td>\n",
" <td>283.79</td>\n",
" <td>279.284099</td>\n",
" <td>133510280.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-04-15</th>\n",
" <td>277.57</td>\n",
" <td>283.94</td>\n",
" <td>275.46</td>\n",
" <td>277.76</td>\n",
" <td>273.349841</td>\n",
" <td>121155983.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-04-16</th>\n",
" <td>279.15</td>\n",
" <td>280.03</td>\n",
" <td>275.76</td>\n",
" <td>279.10</td>\n",
" <td>274.668565</td>\n",
" <td>126144324.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close adj_close volume\n",
"date \n",
"2020-04-09 277.58 281.20 275.47 278.20 273.782855 189948139.0\n",
"2020-04-13 277.14 277.51 271.41 275.66 271.283184 114353986.0\n",
"2020-04-14 280.98 284.90 275.51 283.79 279.284099 133510280.0\n",
"2020-04-15 277.57 283.94 275.46 277.76 273.349841 121155983.0\n",
"2020-04-16 279.15 280.03 275.76 279.10 274.668565 126144324.0"
]
},
"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": [
"## 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",
" 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",
" short_trend = ~long_trend # Opposite/Inverse\n",
" self.df[\"TR\"] = ta.trend_return(self.df[\"close\"], long_trend).iloc[:,1]\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[\"TR\"], ylabel=\"Trend Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"TR\"], color=\"black\", width=1.3, 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\", 0.33)\n",
"# trcs = mpfdf[\"TR\"].cumsum()\n",
" trcs = mpfdf[\"close\"] / mpfdf[\"close\"].iloc[0]\n",
" treturncs_ylim = ta_ylim(trcs, _p)\n",
" taplots += [\n",
" mpf.make_addplot(trcs, ylabel=\"Trend B&H\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturncs_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, 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(5394, 33)\n",
"[+] Strategy: Common Price and Volume SMAs\n",
"[i] Indicator arguments: {'append': True}\n",
"[i] Multiprocessing 5 indicators with 7 chunks and 8/8 cpus.\n",
"[i] Total indicators: 5\n",
"[i] Columns added: 5\n",
"[i] Last Run: Saturday April 10, 2021, NYSE: 5:38:28, Local: 9:38:28 PDT, Day 100/365 (27.0%)\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: 1.2.2 [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: 0.2.64b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a5 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x12ffc83d0>"
]
},
"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 2020-04-09 00:00:00 to 2021-04-09 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 0x130be2700>"
]
},
"execution_count": 13,
"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": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x1308b2cd0>"
]
},
"execution_count": 14,
"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": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x130cb4580>"
]
},
"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: 1.2.2 [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: 0.2.64b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a5 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x130ceb6d0>"
]
},
"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: 1.2.2 [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: 0.2.64b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a5 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x130d2f190>"
]
},
"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: 1.2.2 [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: 0.2.64b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a5 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x13147fd30>"
]
},
"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: 1.2.2 [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: 0.2.64b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a5 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x130136f70>"
]
},
"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."
]
}
],
"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": "3.9.1"
}
},
"nbformat": 4,
"nbformat_minor": 4
}