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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 v0.3.54b0\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 - v0.3.54b0\n",
"\n",
"Indicators and Utilities [147]:\n",
" aberration, accbands, ad, adosc, adx, alligator, alma, amat, ao, aobv, apo, aroon, atr, atrts, 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: 209\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 419.57 | 1.3000%\n",
"\n",
"\n",
"\n",
"==== Price Information =====================================================\n",
"Open High Low | Close 451.1600 451.1600 448.4300 | 449.2300\n",
"HL2 | HLC3 | OHLC4 | C - OHLC4 450.7050, 450.2133, 450.4500, -1.2200\n",
"Change (%) -1.2600 (-0.2797%)\n",
"Bid | Ask | Spread 449.94 x 1100 | 449.92 x 1100 | -0.0200\n",
"Volume | Market | Avg Vol (10Day) \n",
" 24,409,187 | 24,409,187 | 113,048,470 (95,835,200)\n",
"\n",
"52Wk Range (% from 52Wk Low) 390.29 - 479.98 : 89.6900 (15.1016%)\n",
"SMA 50 | SMA 200 440.5880 | 446.4628\n",
"Avg. Return 3Yr | 5Yr 16.8800% | 13.9900%\n",
"\n",
"==== Dividends / Splits =====================================================\n",
"Trailing Annual Dividend Rate | Yield 5.563 | 1.2349%\n",
"\n",
"\n",
"Stock Splits (Last 5 of 118):\n",
"Date 2022-03-18 2021-12-17 2021-09-17 2021-06-18 2021-03-19\n",
"Ratio 1.366 1.633 1.428 1.376 1.278\n",
"[+] yf | SPY(7343, 7): 3078.9023 ms (3.0789 s)\n"
]
}
],
"source": [
"# Recent Data\n",
"ticker = \"BTC-USD\"\n",
"ticker = \"SPY\"\n",
"df = e.ta.ticker(ticker, kind=\"info\", timed=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 2021-03-29 00:00:00 to 2022-03-25 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>2021-03-29</th>\n",
" <td>389.277324</td>\n",
" <td>391.596807</td>\n",
" <td>387.707979</td>\n",
" <td>390.639404</td>\n",
" <td>108107600</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-03-30</th>\n",
" <td>389.297056</td>\n",
" <td>390.313677</td>\n",
" <td>387.915216</td>\n",
" <td>389.603027</td>\n",
" <td>76262200</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-03-31</th>\n",
" <td>390.205119</td>\n",
" <td>392.830573</td>\n",
" <td>390.175510</td>\n",
" <td>391.182251</td>\n",
" <td>112734200</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-04-01</th>\n",
" <td>393.225360</td>\n",
" <td>395.465895</td>\n",
" <td>393.008216</td>\n",
" <td>395.406647</td>\n",
" <td>99682900</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-04-05</th>\n",
" <td>398.219613</td>\n",
" <td>401.654423</td>\n",
" <td>398.140665</td>\n",
" <td>401.081940</td>\n",
" <td>91684800</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",
"2021-03-29 389.277324 391.596807 387.707979 390.639404 108107600 \n",
"2021-03-30 389.297056 390.313677 387.915216 389.603027 76262200 \n",
"2021-03-31 390.205119 392.830573 390.175510 391.182251 112734200 \n",
"2021-04-01 393.225360 395.465895 393.008216 395.406647 99682900 \n",
"2021-04-05 398.219613 401.654423 398.140665 401.081940 91684800 \n",
"\n",
" Dividends Stock Splits \n",
"Date \n",
"2021-03-29 0.0 0 \n",
"2021-03-30 0.0 0 \n",
"2021-03-31 0.0 0 \n",
"2021-04-01 0.0 0 \n",
"2021-04-05 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(7343, 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<00:00, 792.48it/s]"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"[i] Total indicators: 5\n",
"[i] Columns added: 5\n",
"[i] Last Run: Friday March 25, 2022, NYSE: 4:35:36, Local: 8:35:36 PDT, Day 84/365 (23.00%)\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"
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x1341a8430>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
},
{
"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: 0.3.54b0 [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"
]
}
],
"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 2021-03-29 00:00:00 to 2022-03-25 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 0x13654fdf0>"
]
},
"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 0x1366212e0>"
]
},
"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 0x1364e3ac0>"
]
},
"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: 0.3.54b0 [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 0x1367127f0>"
]
},
"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: 0.3.54b0 [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 0x1367000d0>"
]
},
"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."
]
}
],
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"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
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