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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": [
"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",
"%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 - v0.2.40b0\n",
"Total Indicators: 129\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, 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, 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.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_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(5346, 6) from 1999-11-01 00:00:00 to 2021-01-29 00:00:00\n",
" open high low close adj_close \\\n",
"count 5346.000000 5346.000000 5346.000000 5346.000000 5346.000000 \n",
"mean 166.015616 166.998063 164.932399 166.013302 141.371190 \n",
"std 68.046206 68.280578 67.772147 68.048026 75.636336 \n",
"min 67.949997 70.000000 67.099998 68.110001 53.467932 \n",
"25% 116.952500 117.650000 115.962499 116.782500 87.064387 \n",
"50% 139.294998 140.250000 138.060005 139.290604 106.452979 \n",
"75% 207.260000 208.262501 206.192500 207.437498 186.563804 \n",
"max 385.410000 385.850000 383.540000 384.390000 384.390000 \n",
"\n",
" volume \n",
"count 5.346000e+03 \n",
"mean 1.105581e+08 \n",
"std 9.729803e+07 \n",
"min 1.708170e+05 \n",
"25% 4.799383e+07 \n",
"50% 8.158458e+07 \n",
"75% 1.473309e+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>91.209278</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>90.557452</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>91.167226</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>91.861042</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>92.765176</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 91.209278 \n",
"1999-11-02 135.968704 137.250000 134.593704 134.593704 90.557452 \n",
"1999-11-03 136.000000 136.375000 135.125000 135.500000 91.167226 \n",
"1999-11-04 136.750000 137.359299 135.765594 136.531204 91.861042 \n",
"1999-11-05 138.625000 139.109299 136.781204 137.875000 92.765176 \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 2020-01-31 00:00:00 to 2021-01-29 00:00:00\n",
" open high low close adj_close \\\n",
"count 5346.000000 5346.000000 5346.000000 5346.000000 5346.000000 \n",
"mean 166.015616 166.998063 164.932399 166.013302 141.371190 \n",
"std 68.046206 68.280578 67.772147 68.048026 75.636336 \n",
"min 67.949997 70.000000 67.099998 68.110001 53.467932 \n",
"25% 116.952500 117.650000 115.962499 116.782500 87.064387 \n",
"50% 139.294998 140.250000 138.060005 139.290604 106.452979 \n",
"75% 207.260000 208.262501 206.192500 207.437498 186.563804 \n",
"max 385.410000 385.850000 383.540000 384.390000 384.390000 \n",
"\n",
" volume \n",
"count 5.346000e+03 \n",
"mean 1.105581e+08 \n",
"std 9.729803e+07 \n",
"min 1.708170e+05 \n",
"25% 4.799383e+07 \n",
"50% 8.158458e+07 \n",
"75% 1.473309e+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>2020-01-31</th>\n",
" <td>327.00</td>\n",
" <td>327.17</td>\n",
" <td>320.73</td>\n",
" <td>321.73</td>\n",
" <td>315.720975</td>\n",
" <td>113659402.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-02-03</th>\n",
" <td>323.35</td>\n",
" <td>326.16</td>\n",
" <td>323.22</td>\n",
" <td>324.12</td>\n",
" <td>318.066336</td>\n",
" <td>68931216.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-02-04</th>\n",
" <td>328.07</td>\n",
" <td>330.01</td>\n",
" <td>327.72</td>\n",
" <td>329.06</td>\n",
" <td>322.914071</td>\n",
" <td>61704740.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-02-05</th>\n",
" <td>332.27</td>\n",
" <td>333.09</td>\n",
" <td>330.67</td>\n",
" <td>332.86</td>\n",
" <td>326.643097</td>\n",
" <td>64864742.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-02-06</th>\n",
" <td>333.91</td>\n",
" <td>334.19</td>\n",
" <td>332.80</td>\n",
" <td>333.98</td>\n",
" <td>327.742179</td>\n",
" <td>49982975.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close adj_close volume\n",
"date \n",
"2020-01-31 327.00 327.17 320.73 321.73 315.720975 113659402.0\n",
"2020-02-03 323.35 326.16 323.22 324.12 318.066336 68931216.0\n",
"2020-02-04 328.07 330.01 327.72 329.06 322.914071 61704740.0\n",
"2020-02-05 332.27 333.09 330.67 332.86 326.643097 64864742.0\n",
"2020-02-06 333.91 334.19 332.80 333.98 327.742179 49982975.0"
]
},
"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",
" 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(5346, 33)\n",
"[+] Strategy: Common Price and Volume SMAs\n",
"[i] Indicator arguments: {'append': True}\n",
"[i] Multiprocessing: 8 of 8 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: 1.2.0 [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: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x10be11370>"
]
},
"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 2020-01-31 00:00:00 to 2020-01-31 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 0x15d6a2d90>"
]
},
"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": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"variance.ddof: 1\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x15d679ac0>"
]
},
"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": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"variance.ddof: 1\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x15d7225e0>"
]
},
"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": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"variance.ddof: 1\n"
]
},
{
"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: 1.2.0 [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: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x15d7dfe50>"
]
},
"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": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"variance.ddof: 1\n"
]
},
{
"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: 1.2.0 [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: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x15ca275e0>"
]
},
"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: 1.2.0 [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: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x15d767820>"
]
},
"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: 1.2.0 [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: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x15db527c0>"
]
},
"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": "3.8.2"
}
},
"nbformat": 4,
"nbformat_minor": 4
}