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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 v0.2.89b0\n",
"To install the Latest Version:\n",
"$ pip install -U git+https://github.com/twopirllc/pandas-ta\n",
"\n",
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%matplotlib inline\n",
"import datetime as dt\n",
"import random as rnd\n",
"\n",
"from tqdm import tqdm\n",
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.ticker as ticker\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 - v0.2.89b0\n",
"Total Indicators & Utilities: 202\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_pattern, cdl_z, cfo, cg, chop, cksp, cmf, cmo, coppock, cross, cross_value, cti, decay, decreasing, dema, dm, 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, kvo, linreg, log_return, long_run, macd, mad, massi, mcgd, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvr, pvt, pwma, qqe, qstick, quantile, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, squeeze, ssf, stc, stdev, stoch, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, trima, trix, true_range, tsi, tsignals, ttm_trend, ui, uo, variance, vhf, vidya, vortex, vp, vwap, vwma, wcp, willr, wma, xsignals, zlma, zscore\n",
"\n",
"Candle Patterns:\n",
" 2crows, 3blackcrows, 3inside, 3linestrike, 3outside, 3starsinsouth, 3whitesoldiers, abandonedbaby, advanceblock, belthold, breakaway, closingmarubozu, concealbabyswall, counterattack, darkcloudcover, doji, dojistar, dragonflydoji, engulfing, eveningdojistar, eveningstar, gapsidesidewhite, gravestonedoji, hammer, hangingman, harami, haramicross, highwave, hikkake, hikkakemod, homingpigeon, identical3crows, inneck, inside, invertedhammer, kicking, kickingbylength, ladderbottom, longleggeddoji, longline, marubozu, matchinglow, mathold, morningdojistar, morningstar, onneck, piercing, rickshawman, risefall3methods, separatinglines, shootingstar, shortline, spinningtop, stalledpattern, sticksandwich, takuri, tasukigap, thrusting, tristar, unique3river, upsidegap2crows, xsidegap3methods\n"
]
}
],
"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": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# Function to format Millions\n",
"def format_millions(x, pos):\n",
" \"The two args are the value and tick position\"\n",
" return \"%1.1fM\" % (x * 1e-6)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_enddate} ({length})\"\n",
"\n",
"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
"# yearly_divisor = 1\n",
"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
"# print(recent)\n",
"def recent_bars(df, tf: str = \"1y\"):\n",
" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
" yearly_divisor = {\"all\": 0, \"10y\": 0.1, \"5y\": 0.2, \"4y\": 0.25, \"3y\": 1./3, \"2y\": 0.5, \"1y\": 1, \"6mo\": 2, \"3mo\": 4}\n",
" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]\n",
"\n",
"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
" smin, smax = series.min(), series.max()\n",
" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
" return (y_min, y_max)\n",
" return (smin, smax)\n",
"\n",
"price_size = (16, 8)\n",
"ind_size = (16, 3.25)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Load Daily Ticker Data using yfinance and clean it"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# help(e.ta.ticker)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"==== Company Information =====================================================\n",
"SPDR S&P 500 ETF Trust(SPDR S&P 500) [SPY]\n",
"\n",
"==== Market Information =====================================================\n",
"Market | Exchange | Symbol | Category US | PCX | SPY | Large Blend\n",
"\n",
"NAV | Yield 415.05 | 1.3300%\n",
"\n",
"\n",
"\n",
"==== Price Information =====================================================\n",
"Open High Low | Close 417.0900 417.0900 414.7000 | 414.9200\n",
"HL2 | HLC3 | OHLC4 | C - OHLC4 416.2640, 415.8160, 416.1345, -1.2145\n",
"Change (%) -5.6741 (-1.3491%)\n",
"Bid | Ask | Spread 413.56 x 900 | 413.68 x 900 | 0.1200\n",
"Volume | Market | Avg Vol (10Day) \n",
" 118,676,302 | 118,676,302 | 74,021,017 (66,100,437)\n",
"\n",
"52Wk Range (% from 52Wk Low) 298.93 - 425.46 : 126.5300 (38.8017%)\n",
"SMA 50 | SMA 200 418.3137 | 395.1771\n",
"Avg. Return 3Yr | 5Yr 16.9700% | 17.4100%\n",
"\n",
"==== Dividends / Splits =====================================================\n",
"\n",
"Stock Splits (Last 5 of 114):\n",
"Date 2021-03-19 2020-12-18 2020-09-18 2020-06-19 2020-03-20\n",
"Ratio 1.278 1.58 1.339 1.366 1.406\n",
"SPY(252, 7) from 2020-06-19 00:00:00 to 2021-06-18 00:00:00\n"
]
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>open</th>\n",
" <th>high</th>\n",
" <th>low</th>\n",
" <th>close</th>\n",
" <th>volume</th>\n",
" <th>dividends</th>\n",
" <th>stock splits</th>\n",
" </tr>\n",
" <tr>\n",
" <th>date</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2020-06-19</th>\n",
" <td>310.572014</td>\n",
" <td>310.779600</td>\n",
" <td>303.019496</td>\n",
" <td>305.105347</td>\n",
" <td>135549600</td>\n",
" <td>1.366</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-06-22</th>\n",
" <td>304.462768</td>\n",
" <td>307.487721</td>\n",
" <td>303.236978</td>\n",
" <td>307.062653</td>\n",
" <td>74649400</td>\n",
" <td>0.000</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-06-23</th>\n",
" <td>309.899768</td>\n",
" <td>310.898211</td>\n",
" <td>308.041294</td>\n",
" <td>308.476257</td>\n",
" <td>68471200</td>\n",
" <td>0.000</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-06-24</th>\n",
" <td>306.291601</td>\n",
" <td>306.953942</td>\n",
" <td>298.640252</td>\n",
" <td>300.607452</td>\n",
" <td>132813500</td>\n",
" <td>0.000</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-06-25</th>\n",
" <td>299.994539</td>\n",
" <td>304.116796</td>\n",
" <td>297.829618</td>\n",
" <td>303.830109</td>\n",
" <td>89468000</td>\n",
" <td>0.000</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close volume \\\n",
"date \n",
"2020-06-19 310.572014 310.779600 303.019496 305.105347 135549600 \n",
"2020-06-22 304.462768 307.487721 303.236978 307.062653 74649400 \n",
"2020-06-23 309.899768 310.898211 308.041294 308.476257 68471200 \n",
"2020-06-24 306.291601 306.953942 298.640252 300.607452 132813500 \n",
"2020-06-25 299.994539 304.116796 297.829618 303.830109 89468000 \n",
"\n",
" dividends stock splits \n",
"date \n",
"2020-06-19 1.366 0 \n",
"2020-06-22 0.000 0 \n",
"2020-06-23 0.000 0 \n",
"2020-06-24 0.000 0 \n",
"2020-06-25 0.000 0 "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Recent Data\n",
"ticker = \"BTC-USD\"\n",
"ticker = \"SPY\"\n",
"df = e.ta.ticker(ticker, kind=\"info\", lc_cols=True)\n",
"recent_startdate = df.tail(recent_bars(df)).index[0]\n",
"recent_enddate = df.tail(recent_bars(df)).index[-1]\n",
"print(f\"{df.name}{df.tail(recent_bars(df)).shape} from {recent_startdate} to {recent_enddate}\")\n",
"df.tail(recent_bars(df)).head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Aliases"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"opendf = df[\"open\"]\n",
"highdf = df[\"high\"]\n",
"lowdf = df[\"low\"]\n",
"closedf = df[\"close\"]\n",
"volumedf = df[\"volume\"]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataFrame **constants**: When you need some simple lines for charting"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Columns: open, high, low, close, volume, dividends, stock splits, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, -100, -90, -80, -70, -50, -30, -20, -10, 10, 20, 30, 50, 70, 80, 90, 100\n"
]
}
],
"source": [
"# help(df.ta.constants) # for more info\n",
"chart_lines = np.append(np.arange(-5, 6, 1), np.arange(-100, 110, 10))\n",
"df.ta.constants(True, chart_lines) # Adding the constants for the charts\n",
"df.ta.constants(False, np.array([-60, -40, 40, 60])) # Removing some constants from the DataFrame\n",
"print(f\"Columns: {', '.join(list(df.columns))}\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Example Charting Class utilizing **mplfinance** panels"
]
},
{
"cell_type": "code",
"execution_count": 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_mpf_kwargs(**kwargs)\n",
" self._validate_chart_kwargs(**kwargs)\n",
" self._validate_ta_strategy(strategy)\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",
" # Pad and trim Chart\n",
" self._right_pad_df(rpad)\n",
" mpfdf = self.df.tail(self.config[\"last\"]).copy()\n",
" mpfdf_columns = list(self.df.columns)\n",
" \n",
" tsig = kwargs.pop(\"tsignals\", False)\n",
" if tsig:\n",
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
" # or Trade Logic that yields trends in binary.\n",
" default_long = mpfdf[\"SMA_10\"] > mpfdf[\"SMA_20\"]\n",
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
" if not isinstance(long_trend, pd.Series):\n",
" raise(f\"[X] Must be a Series that has boolean values or values of 0s and 1s\")\n",
" mpfdf.ta.percent_return(append=True)\n",
" mpfdf.ta.tsignals(long_trend, append=True)\n",
" buys = np.where(mpfdf.TS_Entries > 0, 1, np.nan)\n",
" sells = np.where(mpfdf.TS_Exits > 0, 1, np.nan)\n",
" mpfdf[\"ACTRET_1\"] = mpfdf.TS_Trends * mpfdf.PCTRET_1\n",
"\n",
" # BEGIN: Custom TA Plots and Panels\n",
" # Modify the area below \n",
" taplots = [] # Holds all the additional plots\n",
"\n",
" # Panel 0: Price Overlay\n",
" if linreg_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[linreg_name], type=kwargs.pop(\"linreg_type\", \"line\"), color=kwargs.pop(\"linreg_color\", \"black\"), linestyle=\"-.\", width=1.2, panel=0)]\n",
"\n",
" if midpoint_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[midpoint_name], type=kwargs.pop(\"midpoint_type\", \"scatter\"), color=kwargs.pop(\"midpoint_color\", \"fuchsia\"), width=0.4, panel=0)]\n",
"\n",
" if ohlc4_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[ohlc4_name], ylabel=ohlc4_name, type=kwargs.pop(\"ohlc4_type\", \"scatter\"), color=kwargs.pop(\"ohlc4_color\", \"blue\"), alpha=0.85, width=0.4, panel=0)]\n",
" \n",
" if self.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 tsig:\n",
" taplots += [\n",
" mpf.make_addplot(0.985 * mpfdf.close * buys, type=\"scatter\", marker=\"^\", markersize=26, color=\"blue\", panel=0),\n",
" mpf.make_addplot(1.015 * mpfdf.close * sells, type=\"scatter\", marker=\"v\", markersize=26, color=\"fuchsia\", panel=0),\n",
" ]\n",
" \n",
" if len(ama_name):\n",
" amat_sr_ = mpfdf[amas.columns[-1]][mpfdf[amas.columns[-1]] > 0]\n",
" amat_sr = amat_sr_.index.to_list()\n",
" else:\n",
" amat_sr = None\n",
"\n",
" # Panel 1: If volume=True, the add the VOL MA. Since we know there is only one, we immediately pop it.\n",
" if self.config[\"volume\"]:\n",
" volma = [x for x in list(self.df.columns) if x.startswith(\"VOL_\")].pop()\n",
" max_vol = mpfdf[\"volume\"].max()\n",
" # Volume axis\n",
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"black\", width=1.2, panel=1, ylim=(-.2 * max_vol, 1.5 * max_vol))]\n",
" taplots += ta_volume\n",
"\n",
" # Panels 2 - 9\n",
" common_plot_ratio = (3,)\n",
"\n",
" if len(aobv_name):\n",
" _p = kwargs.pop(\"aobv_percenty\", 0.2)\n",
" aobv_ylim = ta_ylim(mpfdf[aobvs.columns[0]], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[aobvs.columns[0]], ylabel=aobv_name, color=\"black\", width=1.5, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[2]], color=\"silver\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[3]], color=\"green\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[4]], color=\"red\", width=1.2, panel=cpanel(), ylim=aobv_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if clr_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"clr_percenty\", 0.1)\n",
" clr_ylim = ta_ylim(mpfdf[clr_name], _p)\n",
"\n",
" taplots += [mpf.make_addplot(mpfdf[clr_name], ylabel=clr_name, color=\"black\", width=1.5, panel=cpanel(), ylim=clr_ylim)]\n",
" if (1 - _p) * mpfdf[clr_name].min() < 0 and (1 + _p) * mpfdf[clr_name].max() > 0:\n",
" taplots += [mpf.make_addplot(mpfdf[\"0\"], color=\"gray\", width=1.2, panel=cpanel(), ylim=clr_ylim)]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if rsi_name in mpfdf_columns:\n",
" rsi_ylim = (0, 100)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[rsi_name], ylabel=rsi_name, color=kwargs.pop(\"rsi_color\", \"black\"), width=1.5, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"20\"], color=\"green\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"50\"], color=\"gray\", width=0.8, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"80\"], color=\"red\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
" \n",
" if macd_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"macd_percenty\", 0.15)\n",
" macd_ylim = ta_ylim(mpfdf[macd_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[macd_name], ylabel=macd_name, color=\"black\", width=1.5, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[-1]], color=\"blue\", width=1.1, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[1]], type=\"bar\", alpha=0.8, color=\"dimgray\", width=0.8, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel()),#, ylim=macd_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel \n",
"\n",
" if zs_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"zascore_percenty\", 0.2)\n",
" zs_ylim = ta_ylim(mpfdf[zs_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[zs_name], ylabel=zs_name, color=\"black\", width=1.5, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim)\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if squeeze_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"squeeze_percenty\", 0.6)\n",
" sqz_ylim = ta_ylim(mpfdf[squeeze_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-4]], type=\"bar\", color=\"lime\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-3]], type=\"bar\", color=\"green\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-2]], type=\"bar\", color=\"maroon\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-1]], type=\"bar\", color=\"red\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[4]], ylabel=squeeze_name, color=\"green\", width=2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[5]], color=\"red\", width=1.8, panel=cpanel(), ylim=sqz_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if tsig:\n",
" _p = kwargs.pop(\"tsig_percenty\", 0.23)\n",
" treturn_ylim = ta_ylim(mpfdf[\"ACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"ACTRET_1\"], ylabel=\"Active % Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(pd.Series(mpfdf[\"ACTRET_1\"].mean(), index=mpfdf[\"ACTRET_1\"].index), color=\"blue\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" _p = kwargs.pop(\"cstreturn_percenty\", 0.58)\n",
" mpfdf[\"CUMACTRET_1\"] = mpfdf[\"ACTRET_1\"].cumsum()\n",
" cumactret_ylim = ta_ylim(mpfdf[\"CUMACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"CUMACTRET_1\"], ylabel=\"Cum Trend Return\", type=\"bar\", color=\"silver\", alpha=0.45, width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(0.9 * buys * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"^\", markersize=14, color=\"green\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(1.1 * sells * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"v\", markersize=14, color=\"red\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" ] \n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" # END: Custom TA Plots and Panels\n",
" \n",
" if self.verbose:\n",
" additional_ta = []\n",
" chart_title = f\"{chart_title} [{self.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(7149, 34)\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 June 19, 2021, NYSE: 8:05:53, Local: 12:05:53 PDT, Day 170/365 (47.00%)\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 12 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [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: 0.2.89b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x130ba8790>"
]
},
"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=False, macd=True, zscore=False, squeeze=False, lazybear=False,\n",
"\n",
" # Archer OBV and OBV MAs (https://www.tradingview.com/script/Co1ksara-Trade-Archer-On-balance-Volume-Moving-Averages-v1/)\n",
" archerobv=False,\n",
"\n",
" # Create trends and see their returns\n",
" tsignals=True,\n",
" # Example Trends or create your own. Trend must yield Booleans\n",
" long_trend=ta.sma(closedf,10) > ta.sma(closedf,20), # trend: sma(close,10) > sma(close,20) [Default Example]\n",
"# long_trend=closedf > ta.ema(closedf,5), # trend: close > ema(close,5)\n",
"# long_trend=ta.sma(closedf,10) > ta.ema(closedf,50), # trend: sma(close,10) > ema(close,50)\n",
"# long_trend=ta.increasing(ta.ema(closedf), 10), # trend: increasing(ema, 10)\n",
"# long_trend=macdh > 0, # trend: macd hist > 0\n",
"# long_trend=macd_[macd_.columns[0]] > macd_[macd_.columns[-1]], # trend: macd > macd signal\n",
"# long_trend=ta.increasing(ta.sma(ta.rsi(closedf), 10), 5, asint=False), # trend: rising sma(rsi, 10) for the previous 5 periods\n",
"# long_trend=ta.squeeze(highdf, lowdf, closedf, lazybear=True, detailed=True).SQZ_PINC > 0,\n",
"# long_trend=ta.amat(closedf, 50, 200, mamode=\"sma\").iloc[:,0], # trend: amat(50, 200) long signal using sma\n",
" show_nontrading=False, # Intraday use if needed\n",
" verbose=True, # More detail\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Indicator Examples\n",
"* Examples of simple and complex indicators. Most indicators return a Series, while a few return DataFrames.\n",
"* All indicators can be called one of three ways. Either way, they return the result.\n",
"\n",
"### Three ways to use pandas_ta\n",
"1. Stand Alone like TA-Lib ta.**indicator**(*kwargs*).\n",
"2. As a DataFrame Extension like df.ta.**indicator**(*kwargs*). Where df is a DataFrame with columns named \"open\", \"high\", \"low\", \"close, \"volume\" for simplicity.\n",
"3. Similar to #2, but by calling: df.ta(kind=\"**indicator**\", *kwargs*)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Cumulative Log Return"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'SPY: CUMLOGRET_1 from 2020-06-19 00:00:00 to 2021-06-18 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 0x132f609d0>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"macddf = df.ta.macd(fast=8, slow=21, signal=9, min_periods=None, append=True)\n",
"macddf[[macddf.columns[0], macddf.columns[2]]].tail(recent_bars(df)).plot(figsize=(16, 2), color=colors(\"BkBl\"), linewidth=1.3)\n",
"macddf[macddf.columns[1]].tail(recent_bars(df)).plot.area(figsize=ind_size, stacked=False, color=[\"silver\"], linewidth=1, title=ctitle(macddf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### ZScore"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x132ec7820>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"zscoredf = df.ta.zscore(length=30, append=True)\n",
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
"zcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zscoredf.name]].tail(recent_bars(df))\n",
"zcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x13241e280>"
]
},
"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: 1.2.4 [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: 0.2.89b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x131b6a2e0>"
]
},
"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: 1.2.4 [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: 0.2.89b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x1326be430>"
]
},
"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: 1.2.4 [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: 0.2.89b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x132ccd460>"
]
},
"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: 1.2.4 [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: 0.2.89b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x131c38a60>"
]
},
"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",
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