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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n",
"* Below contains examples of simple charts that can be made from pandas_ta indicators\n",
"* Examples below are for **educational purposes only**\n",
"* **NOTE:** The **watchlist** module is independent of Pandas TA. To easily use it, copy it from your local pandas_ta installation directory into your project directory."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas TA v0.3.48b0\n",
"To install the Latest Version:\n",
"$ pip install -U git+https://github.com/twopirllc/pandas-ta\n",
"\n",
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%matplotlib inline\n",
"import datetime as dt\n",
"import random as rnd\n",
"\n",
"from tqdm import tqdm\n",
"import numpy as np\n",
"import pandas as pd\n",
"import mplfinance as mpf\n",
"\n",
"from alphaVantageAPI.alphavantage import AlphaVantage\n",
"import pandas_ta as ta\n",
"\n",
"from watchlist import colors # Is this failing? If so, copy it locally. See above.\n",
"\n",
"print(f\"\\nPandas TA v{ta.version}\\nTo install the Latest Version:\\n$ pip install -U git+https://github.com/twopirllc/pandas-ta\\n\")\n",
"\n",
"%pylab inline"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Pandas TA - Technical Analysis Indicators - v0.3.48b0\n",
"\n",
"Indicators and Utilities [146]:\n",
" aberration, accbands, ad, adosc, adx, alligator, alma, amat, ao, aobv, apo, aroon, atr, bbands, bias, bop, brar, cci, cdl_pattern, cdl_z, cfo, cg, chop, cksp, cmf, cmo, coppock, cti, cube, decay, decreasing, dema, dm, donchian, dpo, ebsw, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, hwc, hwma, ichimoku, ifisher, increasing, inertia, jma, kama, kc, kdj, kst, kurtosis, kvo, linreg, log_return, long_run, macd, mad, massi, mcgd, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvr, pvt, pwma, qqe, qstick, quantile, reflex, remap, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, smma, squeeze, squeeze_pro, ssf, ssf3, stc, stdev, stoch, stochf, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, tos_stdevall, trendflex, trima, trix, true_range, tsi, tsignals, ttm_trend, ui, uo, variance, vhf, vidya, vortex, vwap, vwma, wb_tsv, wcp, willr, wma, xsignals, zlma, zscore\n",
"\n",
"Candle Patterns [62]:\n",
" 2crows, 3blackcrows, 3inside, 3linestrike, 3outside, 3starsinsouth, 3whitesoldiers, abandonedbaby, advanceblock, belthold, breakaway, closingmarubozu, concealbabyswall, counterattack, darkcloudcover, doji, dojistar, dragonflydoji, engulfing, eveningdojistar, eveningstar, gapsidesidewhite, gravestonedoji, hammer, hangingman, harami, haramicross, highwave, hikkake, hikkakemod, homingpigeon, identical3crows, inneck, inside, invertedhammer, kicking, kickingbylength, ladderbottom, longleggeddoji, longline, marubozu, matchinglow, mathold, morningdojistar, morningstar, onneck, piercing, rickshawman, risefall3methods, separatinglines, shootingstar, shortline, spinningtop, stalledpattern, sticksandwich, takuri, tasukigap, thrusting, tristar, unique3river, upsidegap2crows, xsidegap3methods\n",
"\n",
"Total Candles, Indicators and Utilities: 208\n"
]
}
],
"source": [
"e = pd.DataFrame()\n",
"e.ta.indicators()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Individual Indicator help"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on function ema in module pandas_ta.overlap.ema:\n",
"\n",
"ema(close: pandas.core.series.Series, length: Union[int, numpy.integer] = None, talib: bool = None, presma: bool = None, offset: Union[int, numpy.integer] = None, **kwargs: Optional[dict]) -> pandas.core.series.Series\n",
" Exponential Moving Average (EMA)\n",
" \n",
" The Exponential Moving Average is a more responsive moving average\n",
" compared to the Simple Moving Average (SMA). The weights are determined\n",
" by alpha which is proportional to it's length. There are several\n",
" different methods of calculating EMA. One method uses just the standard\n",
" definition of EMA and another uses the SMA to generate the initial value\n",
" 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",
" Args:\n",
" close (pd.Series): Series of 'close's\n",
" length (int): It's period. Default: 10\n",
" talib (bool): If TA Lib is installed and talib is True, Returns\n",
" the TA Lib version. Default: True\n",
" presma (bool, optional): If True, uses SMA for initial value like\n",
" TA Lib. Default: True\n",
" offset (int): How many periods to offset the result. Default: 0\n",
" \n",
" Kwargs:\n",
" adjust (bool, optional): Default: False\n",
" fillna (value, optional): pd.DataFrame.fillna(value)\n",
" fill_method (value, optional): Type of fill method\n",
" \n",
" Returns:\n",
" pd.Series: New feature generated.\n",
"\n"
]
}
],
"source": [
"help(ta.ema)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_enddate} ({length})\"\n",
"\n",
"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
"# yearly_divisor = 1\n",
"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
"# print(recent)\n",
"def recent_bars(df, tf: str = \"1y\"):\n",
" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
" yearly_divisor = {\"all\": 0, \"10y\": 0.1, \"5y\": 0.2, \"4y\": 0.25, \"3y\": 1./3, \"2y\": 0.5, \"1y\": 1, \"6mo\": 2, \"3mo\": 4}\n",
" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]\n",
"\n",
"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
" smin, smax = series.min(), series.max()\n",
" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
" return (y_min, y_max)\n",
" return (smin, smax)\n",
"\n",
"price_size = (16, 8)\n",
"ind_size = (16, 3.25)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Load Daily Ticker Data using yfinance and clean it"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"# help(e.ta.ticker)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"==== Company Information =====================================================\n",
"SPDR S&P 500 ETF Trust(SPDR S&P 500) [SPY]\n",
"\n",
"==== Market Information =====================================================\n",
"Market | Exchange | Symbol | Category US | PCX | SPY | Large Blend\n",
"\n",
"NAV | Yield 434.06 | 1.3000%\n",
"\n",
"\n",
"\n",
"==== Price Information =====================================================\n",
"Open High Low | Close 432.0300 432.0300 431.8600 | 434.5815\n",
"HL2 | HLC3 | OHLC4 | C - OHLC4 435.0300, 434.8805, 434.1679, 0.4136\n",
"Change (%) -3.1685 (-0.7238%)\n",
"Bid | Ask | Spread 433.79 x 1300 | 433.72 x 1100 | -0.0700\n",
"Volume | Market | Avg Vol (10Day) \n",
" 83,473,402 | 83,473,402 | 109,660,609 (127,693,520)\n",
"\n",
"52Wk Range (% from 52Wk Low) 371.88 - 479.98 : 108.1000 (16.8607%)\n",
"SMA 50 | SMA 200 454.4928 | 444.9880\n",
"Avg. Return 3Yr | 5Yr 17.3800% | 14.7000%\n",
"\n",
"==== Dividends / Splits =====================================================\n",
"Trailing Annual Dividend Rate | Yield 5.563 | 1.2708%\n",
"\n",
"\n",
"Stock Splits (Last 5 of 117):\n",
"Date 2021-12-17 2021-09-17 2021-06-18 2021-03-19 2020-12-18\n",
"Ratio 1.633 1.428 1.376 1.278 1.58\n",
"[+] yf | SPY(7324, 7): 2922.9948 ms (2.9230 s)\n"
]
}
],
"source": [
"# Recent Data\n",
"ticker = \"BTC-USD\"\n",
"ticker = \"SPY\"\n",
"df = e.ta.ticker(ticker, kind=\"info\", timed=True, returns=True)\n",
"recent_startdate = df.tail(recent_bars(df)).index[0]\n",
"recent_enddate = df.tail(recent_bars(df)).index[-1]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"From 2021-03-02 00:00:00 to 2022-02-28 00:00:00\n"
]
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Open</th>\n",
" <th>High</th>\n",
" <th>Low</th>\n",
" <th>Close</th>\n",
" <th>Volume</th>\n",
" <th>Dividends</th>\n",
" <th>Stock Splits</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Date</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2021-03-02</th>\n",
" <td>384.692175</td>\n",
" <td>384.938886</td>\n",
" <td>380.922417</td>\n",
" <td>381.455322</td>\n",
" <td>79595300</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-03-03</th>\n",
" <td>380.715128</td>\n",
" <td>381.741426</td>\n",
" <td>376.294050</td>\n",
" <td>376.402618</td>\n",
" <td>119940200</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-03-04</th>\n",
" <td>376.205220</td>\n",
" <td>378.948650</td>\n",
" <td>366.988088</td>\n",
" <td>371.744690</td>\n",
" <td>183433000</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-03-05</th>\n",
" <td>375.455244</td>\n",
" <td>379.698697</td>\n",
" <td>367.738134</td>\n",
" <td>378.583557</td>\n",
" <td>152039600</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-03-08</th>\n",
" <td>379.600028</td>\n",
" <td>382.580291</td>\n",
" <td>376.402658</td>\n",
" <td>376.698700</td>\n",
" <td>123149200</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Open High Low Close Volume \\\n",
"Date \n",
"2021-03-02 384.692175 384.938886 380.922417 381.455322 79595300 \n",
"2021-03-03 380.715128 381.741426 376.294050 376.402618 119940200 \n",
"2021-03-04 376.205220 378.948650 366.988088 371.744690 183433000 \n",
"2021-03-05 375.455244 379.698697 367.738134 378.583557 152039600 \n",
"2021-03-08 379.600028 382.580291 376.402658 376.698700 123149200 \n",
"\n",
" Dividends Stock Splits \n",
"Date \n",
"2021-03-02 0.0 0 \n",
"2021-03-03 0.0 0 \n",
"2021-03-04 0.0 0 \n",
"2021-03-05 0.0 0 \n",
"2021-03-08 0.0 0 "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# print(f\"{df.name}{df.tail(recent_bars(df)).shape} from {recent_startdate} to {recent_enddate}\")\n",
"\n",
"print(f\"\\nFrom {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, study: ta.Study = ta.CommonStudy, *args, **kwargs):\n",
" self.verbose = kwargs.pop(\"verbose\", False)\n",
"\n",
" if isinstance(df, pd.DataFrame) and df.ta.datetime_ordered:\n",
" self.df = df\n",
" if self.df.name is not None and self.df.name != \"\":\n",
" df_name = str(self.df.name)\n",
" else:\n",
" df_name = \"DataFrame\"\n",
" if self.verbose: print(f\"[i] Loaded {df_name}{self.df.shape}\")\n",
" else:\n",
" print(f\"[X] Oops! Missing 'ohlcv' data or index is not datetime ordered.\\n\")\n",
" return None\n",
"\n",
" self._validate_mpf_kwargs(**kwargs)\n",
" self._validate_chart_kwargs(**kwargs)\n",
" self._validate_ta_study(study)\n",
"\n",
" # Build TA and Plot\n",
" self.df.ta.study(self.study, verbose=self.verbose)\n",
" self._plot(**kwargs)\n",
"\n",
" def _validate_ta_study(self, study):\n",
" if study is not None or isinstance(study, ta.study):\n",
" self.study = study\n",
" elif len(self.study_ta) > 0:\n",
" print(f\"[+] Study: {self.study_name}\")\n",
" else:\n",
" self.study = ta.CommonStudy\n",
"\n",
" def _validate_chart_kwargs(self, **kwargs):\n",
" \"\"\"Chart Settings\"\"\"\n",
" self.config = {}\n",
" self.config[\"last\"] = kwargs.pop(\"last\", recent_bars(self.df))\n",
" self.config[\"rpad\"] = kwargs.pop(\"rpad\", 10)\n",
" self.config[\"title\"] = kwargs.pop(\"title\", \"Asset\")\n",
" self.config[\"Volume\"] = kwargs.pop(\"Volume\", True)\n",
"\n",
" def _validate_mpf_kwargs(self, **kwargs):\n",
" # mpf global chart settings\n",
" default_chart = mpf.available_styles()[-1]\n",
" default_mpf_width = {\n",
" 'candle_linewidth': 0.6,\n",
" 'candle_width': 0.525,\n",
" 'volume_width': 0.525\n",
" }\n",
" mpfchart = {}\n",
"\n",
" mpf_style = kwargs.pop(\"style\", \"\")\n",
" if mpf_style == \"\" or mpf_style.lower() == \"random\":\n",
" mpf_styles = mpf.available_styles()\n",
" mpfchart[\"style\"] = mpf_styles[rnd.randrange(len(mpf_styles))]\n",
" elif mpf_style.lower() in mpf.available_styles():\n",
" mpfchart[\"style\"] = mpf_style\n",
"\n",
" mpfchart[\"figsize\"] = kwargs.pop(\"figsize\", (12, 10))\n",
" mpfchart[\"non_trading\"] = kwargs.pop(\"nontrading\", False)\n",
" mpfchart[\"rc\"] = kwargs.pop(\"rc\", {'figure.facecolor': '#EDEDED'})\n",
" mpfchart[\"plot_ratios\"] = kwargs.pop(\"plot_ratios\", (12, 1.7))\n",
" mpfchart[\"scale_padding\"] = kwargs.pop(\"scale_padding\", {'left': 1, 'top': 4, 'right': 1, 'bottom': 1})\n",
" mpfchart[\"tight_layout\"] = kwargs.pop(\"tight_layout\", True)\n",
" mpfchart[\"type\"] = kwargs.pop(\"type\", \"candle\")\n",
" mpfchart[\"width_config\"] = kwargs.pop(\"width_config\", default_mpf_width)\n",
" mpfchart[\"xrotation\"] = kwargs.pop(\"xrotation\", 15)\n",
" \n",
" self.mpfchart = mpfchart\n",
"\n",
" def _attribution(self):\n",
" print(f\"\\nPandas v: {pd.__version__} [pip install pandas] https://github.com/pandas-dev/pandas\")\n",
" print(f\"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\")\n",
" print(f\"Technical Analysis with Pandas TA v: {ta.version} [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\")\n",
" print(f\"Charts by Matplotlib Finance v: {mpf.__version__} [pip install mplfinance] https://github.com/matplotlib/mplfinance\\n\")\n",
"\n",
" def _right_pad_df(self, rpad: int, delta_unit: str = \"D\", range_freq: str = \"B\"):\n",
" if rpad > 0:\n",
" dfpad = self.df[-rpad:].copy()\n",
" dfpad.iloc[:,:] = np.NaN\n",
"\n",
" df_frequency = self.df.index.value_counts().mode()[0] # Most common frequency\n",
" freq_delta = pd.Timedelta(df_frequency, unit=delta_unit)\n",
" new_dr = pd.date_range(start=self.df.index[-1] + freq_delta, periods=rpad, freq=range_freq)\n",
" dfpad.index = new_dr # Update the padded index with new dates\n",
" self.df = self.df.append(dfpad)\n",
" \n",
" \n",
" def _plot(self, **kwargs):\n",
" if not isinstance(self.mpfchart[\"plot_ratios\"], tuple):\n",
" print(f\"[X] plot_ratios must be a tuple\")\n",
" return\n",
"\n",
" # Override Chart Title Option\n",
" chart_title = self.config[\"title\"]\n",
" if \"title\" in kwargs and isinstance(kwargs[\"title\"], str):\n",
" chart_title = kwargs.pop(\"title\")\n",
"\n",
" # Override Right Bar Padding Option\n",
" rpad = self.config[\"rpad\"]\n",
" if \"rpad\" in kwargs and kwargs[\"rpad\"] > 0:\n",
" rpad = int(kwargs[\"rpad\"])\n",
"\n",
" def cpanel():\n",
" return len(self.mpfchart[\"plot_ratios\"])\n",
"\n",
" # Last Second Default TA Indicators\n",
" linreg = kwargs.pop(\"linreg\", False)\n",
" linreg_name = self.df.ta.linreg(append=True).name if linreg else \"\"\n",
"\n",
" midpoint = kwargs.pop(\"midpoint\", False)\n",
" midpoint_name = self.df.ta.midpoint(append=True).name if midpoint else \"\"\n",
"\n",
" ohlc4 = kwargs.pop(\"ohlc4\", False)\n",
" ohlc4_name = self.df.ta.ohlc4(append=True).name if ohlc4 else \"\"\n",
"\n",
" clr = kwargs.pop(\"clr\", False)\n",
" clr_name = self.df.ta.log_return(cumulative=True, append=True).name if clr else \"\"\n",
"\n",
" rsi = kwargs.pop(\"rsi\", False)\n",
" rsi_length = kwargs.pop(\"rsi_length\", None)\n",
" if isinstance(rsi_length, int) and rsi_length > 1:\n",
" rsi_name = self.df.ta.rsi(length=rsi_length, append=True).name\n",
" elif rsi:\n",
" rsi_name = self.df.ta.rsi(append=True).name\n",
" else: rsi_name = \"\"\n",
" \n",
" zscore = kwargs.pop(\"zscore\", False)\n",
" zscore_length = kwargs.pop(\"zscore_length\", None)\n",
" if isinstance(zscore_length, int) and zscore_length > 1:\n",
" zs_name = self.df.ta.zscore(length=zscore_length, append=True).name\n",
" elif zscore:\n",
" zs_name = self.df.ta.zscore(append=True).name\n",
" else: zs_name = \"\"\n",
"\n",
" macd = kwargs.pop(\"macd\", False)\n",
" macd_name = \"\"\n",
" if macd:\n",
" macds = self.df.ta.macd(append=True)\n",
" macd_name = macds.name\n",
"\n",
" squeeze = kwargs.pop(\"squeeze\", False)\n",
" lazybear = kwargs.pop(\"lazybear\", False)\n",
" squeeze_name = \"\"\n",
" if squeeze:\n",
" squeezes = self.df.ta.squeeze(lazybear=lazybear, detailed=True, append=True)\n",
" squeeze_name = squeezes.name\n",
"\n",
" ama = kwargs.pop(\"archermas\", False)\n",
" ama_name = \"\"\n",
" if ama:\n",
" amas = self.df.ta.amat(append=True)\n",
" ama_name = amas.name\n",
"\n",
" aobv = kwargs.pop(\"archerobv\", False)\n",
" aobv_name = \"\"\n",
" if aobv:\n",
" aobvs = self.df.ta.aobv(append=True)\n",
" aobv_name = aobvs.name\n",
"\n",
" # Pad and trim Chart\n",
" self._right_pad_df(rpad)\n",
" mpfdf = self.df.tail(self.config[\"last\"]).copy()\n",
" mpfdf_columns = list(self.df.columns)\n",
" \n",
" tsig = kwargs.pop(\"tsignals\", False)\n",
" if tsig:\n",
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
" # or Trade Logic that yields trends in binary.\n",
" default_long = mpfdf[\"SMA_10\"] > mpfdf[\"SMA_20\"]\n",
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
" if not isinstance(long_trend, pd.Series):\n",
" raise(f\"[X] Must be a Series that has boolean values or values of 0s and 1s\")\n",
" mpfdf.ta.percent_return(append=True)\n",
" mpfdf.ta.tsignals(long_trend, append=True)\n",
" buys = np.where(mpfdf.TS_Entries > 0, 1, np.nan)\n",
" sells = np.where(mpfdf.TS_Exits > 0, 1, np.nan)\n",
" mpfdf[\"ACTRET_1\"] = mpfdf.TS_Trends * mpfdf.PCTRET_1\n",
"\n",
" # BEGIN: Custom TA Plots and Panels\n",
" # Modify the area below \n",
" taplots = [] # Holds all the additional plots\n",
"\n",
" # Panel 0: Price Overlay\n",
" if linreg_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[linreg_name], type=kwargs.pop(\"linreg_type\", \"line\"), color=kwargs.pop(\"linreg_color\", \"black\"), linestyle=\"-.\", width=1.2, panel=0)]\n",
"\n",
" if midpoint_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[midpoint_name], type=kwargs.pop(\"midpoint_type\", \"scatter\"), color=kwargs.pop(\"midpoint_color\", \"fuchsia\"), width=0.4, panel=0)]\n",
"\n",
" if ohlc4_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[ohlc4_name], ylabel=ohlc4_name, type=kwargs.pop(\"ohlc4_type\", \"scatter\"), color=kwargs.pop(\"ohlc4_color\", \"blue\"), alpha=0.85, width=0.4, panel=0)]\n",
" \n",
" if self.study.name == ta.CommonStudy.name:\n",
" total_sma = 0 # Check if all the overlap indicators exists before adding plots\n",
" for c in [\"SMA_10\", \"SMA_20\", \"SMA_50\", \"SMA_200\"]:\n",
" if c in mpfdf_columns: total_sma += 1\n",
" else: print(f\"[X] Indicator: {c} missing!\")\n",
" if total_sma == 4:\n",
" ta_smas = [\n",
" mpf.make_addplot(mpfdf[\"SMA_10\"], color=\"green\", width=1.5, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_20\"], color=\"orange\", width=2, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_50\"], color=\"red\", width=2, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_200\"], color=\"maroon\", width=3, panel=0),\n",
" ]\n",
" taplots += ta_smas\n",
"\n",
" if tsig:\n",
" taplots += [\n",
" mpf.make_addplot(0.985 * mpfdf.Close * buys, type=\"scatter\", marker=\"^\", markersize=26, color=\"blue\", panel=0),\n",
" mpf.make_addplot(1.015 * mpfdf.Close * sells, type=\"scatter\", marker=\"v\", markersize=26, color=\"fuchsia\", panel=0),\n",
" ]\n",
" \n",
" if len(ama_name):\n",
" amat_sr_ = mpfdf[amas.columns[-1]][mpfdf[amas.columns[-1]] > 0]\n",
" amat_sr = amat_sr_.index.to_list()\n",
" else:\n",
" amat_sr = None\n",
"\n",
" # Panel 1: If volume=True, the add the VOL MA. Since we know there is only one, we immediately pop it.\n",
" if self.config[\"Volume\"]:\n",
" volma = [x for x in list(self.df.columns) if x.startswith(\"VOL_\")].pop()\n",
" max_vol = mpfdf[\"Volume\"].max()\n",
" # Volume axis\n",
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"black\", width=1.2, panel=1, ylim=(-.2 * max_vol, 1.5 * max_vol))]\n",
" taplots += ta_volume\n",
"\n",
" # Panels 2 - 9\n",
" common_plot_ratio = (3,)\n",
"\n",
" if len(aobv_name):\n",
" _p = kwargs.pop(\"aobv_percenty\", 0.2)\n",
" aobv_ylim = ta_ylim(mpfdf[aobvs.columns[0]], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[aobvs.columns[0]], ylabel=aobv_name, color=\"black\", width=1.5, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[2]], color=\"silver\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[3]], color=\"green\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[4]], color=\"red\", width=1.2, panel=cpanel(), ylim=aobv_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if clr_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"clr_percenty\", 0.1)\n",
" clr_ylim = ta_ylim(mpfdf[clr_name], _p)\n",
"\n",
" taplots += [mpf.make_addplot(mpfdf[clr_name], ylabel=clr_name, color=\"black\", width=1.5, panel=cpanel(), ylim=clr_ylim)]\n",
" if (1 - _p) * mpfdf[clr_name].min() < 0 and (1 + _p) * mpfdf[clr_name].max() > 0:\n",
" taplots += [mpf.make_addplot(mpfdf[\"0\"], color=\"gray\", width=1.2, panel=cpanel(), ylim=clr_ylim)]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if rsi_name in mpfdf_columns:\n",
" rsi_ylim = (0, 100)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[rsi_name], ylabel=rsi_name, color=kwargs.pop(\"rsi_color\", \"black\"), width=1.5, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"20\"], color=\"green\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"50\"], color=\"gray\", width=0.8, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"80\"], color=\"red\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
" \n",
" if macd_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"macd_percenty\", 0.15)\n",
" macd_ylim = ta_ylim(mpfdf[macd_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[macd_name], ylabel=macd_name, color=\"black\", width=1.5, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[-1]], color=\"blue\", width=1.1, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[1]], type=\"bar\", alpha=0.8, color=\"dimgray\", width=0.8, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel()),#, ylim=macd_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel \n",
"\n",
" if zs_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"zascore_percenty\", 0.2)\n",
" zs_ylim = ta_ylim(mpfdf[zs_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[zs_name], ylabel=zs_name, color=\"black\", width=1.5, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim)\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if squeeze_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"squeeze_percenty\", 0.6)\n",
" sqz_ylim = ta_ylim(mpfdf[squeeze_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-4]], type=\"bar\", color=\"lime\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-3]], type=\"bar\", color=\"green\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-2]], type=\"bar\", color=\"maroon\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-1]], type=\"bar\", color=\"red\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[4]], ylabel=squeeze_name, color=\"green\", width=2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[5]], color=\"red\", width=1.8, panel=cpanel(), ylim=sqz_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if tsig:\n",
" _p = kwargs.pop(\"tsig_percenty\", 0.23)\n",
" treturn_ylim = ta_ylim(mpfdf[\"ACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"ACTRET_1\"], ylabel=\"Active % Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(pd.Series(mpfdf[\"ACTRET_1\"].mean(), index=mpfdf[\"ACTRET_1\"].index), color=\"blue\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" _p = kwargs.pop(\"cstreturn_percenty\", 0.58)\n",
" mpfdf[\"CUMACTRET_1\"] = mpfdf[\"ACTRET_1\"].cumsum()\n",
" cumactret_ylim = ta_ylim(mpfdf[\"CUMACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"CUMACTRET_1\"], ylabel=\"Cum Trend Return\", type=\"bar\", color=\"silver\", alpha=0.45, width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(0.9 * buys * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"^\", markersize=14, color=\"green\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(1.1 * sells * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"v\", markersize=14, color=\"red\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" ] \n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" # END: Custom TA Plots and Panels\n",
" \n",
" if self.verbose:\n",
" additional_ta = []\n",
" chart_title = f\"{chart_title} [{self.study.name}] (last {self.config['last']} bars)\"\n",
" chart_title += f\"\\nSince {mpfdf.index[0]} till {mpfdf.index[-1]}\"\n",
" if len(linreg_name) > 0: additional_ta.append(linreg_name)\n",
" if len(midpoint_name) > 0: additional_ta.append(midpoint_name)\n",
" if len(ohlc4_name) > 0: additional_ta.append(ohlc4_name)\n",
" if len(additional_ta) > 0:\n",
" chart_title += f\"\\nIncluding: {', '.join(additional_ta)}\"\n",
"\n",
" if amat_sr:\n",
" vlines_ = dict(vlines=amat_sr, alpha=0.1, colors=\"red\")\n",
" else:\n",
" # Hidden because vlines needs valid arguments even if None \n",
" vlines_ = dict(vlines=mpfdf.index[0], alpha=0, colors=\"white\")\n",
"\n",
" dfmt=\"%-m/%-d/%Y\"\n",
" try:\n",
" datetime.now().strftime(dfmt)\n",
" except:\n",
" dfmt=\"%m/%d/%Y\"\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=dfmt,\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(7324, 34)\n",
"[+] Study: Common Price and Volume SMAs\n",
"[i] Indicator arguments: {'append': True}\n",
"[i] No mulitproccessing (cores = 0).\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[i] Progress: 100%|█| 5/5 [00:00<"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"[i] Total indicators: 5\n",
"[i] Columns added: 5\n",
"[i] Last Run: Monday February 28, 2022, NYSE: 6:59:54, Local: 10:59:54 PST, Day 59/365 (16.00%)\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 12 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.3.48b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x12f8f2970>"
]
},
"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 2021-03-02 00:00:00 to 2022-02-28 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 0x1319add60>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"macddf = df.ta.macd(fast=8, slow=21, signal=9, min_periods=None, append=True)\n",
"macddf[[macddf.columns[0], macddf.columns[2]]].tail(recent_bars(df)).plot(figsize=(16, 2), color=colors(\"BkBl\"), linewidth=1.3)\n",
"macddf[macddf.columns[1]].tail(recent_bars(df)).plot.area(figsize=ind_size, stacked=False, color=[\"silver\"], linewidth=1, title=ctitle(macddf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### ZScore"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x12f6deb80>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"zscoredf = df.ta.zscore(length=30, append=True)\n",
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
"zcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zscoredf.name]].tail(recent_bars(df))\n",
"zcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x1319a4070>"
]
},
"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": [
"## 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: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.3.48b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x131a7ce50>"
]
},
"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: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.3.48b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x131b2a4c0>"
]
},
"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": [
"# 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 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.1"
}
},
"nbformat": 4,
"nbformat_minor": 4
}