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1249 lines
1.0 MiB
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1249 lines
1.0 MiB
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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n",
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"* Below contains examples of simple charts that can be made from pandas_ta indicators\n",
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"* Examples below are for **educational purposes only**\n",
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"* **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."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\n",
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"Pandas TA v0.3.54b0\n",
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"To install the Latest Version:\n",
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"$ pip install -U git+https://github.com/twopirllc/pandas-ta\n",
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"\n",
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"Populating the interactive namespace from numpy and matplotlib\n"
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]
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}
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],
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"source": [
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"%matplotlib inline\n",
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"import datetime as dt\n",
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"import random as rnd\n",
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"\n",
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"from tqdm import tqdm\n",
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"import numpy as np\n",
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"import pandas as pd\n",
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"import mplfinance as mpf\n",
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"\n",
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"from alphaVantageAPI.alphavantage import AlphaVantage\n",
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"import pandas_ta as ta\n",
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"\n",
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"from watchlist import colors # Is this failing? If so, copy it locally. See above.\n",
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"\n",
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"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",
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"\n",
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"%pylab inline"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)"
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]
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},
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{
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||
"cell_type": "code",
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||
"execution_count": 2,
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||
"metadata": {},
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||
"outputs": [
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{
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"name": "stdout",
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||
"output_type": "stream",
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"text": [
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"Pandas TA - Technical Analysis Indicators - v0.3.54b0\n",
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"\n",
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"Indicators and Utilities [146]:\n",
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||
" 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",
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||
"\n",
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||
"Candle Patterns [62]:\n",
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" 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",
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"\n",
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"Total Candles, Indicators and Utilities: 208\n"
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]
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}
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],
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"source": [
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"e = pd.DataFrame()\n",
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"e.ta.indicators()"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Individual Indicator help"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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||
"metadata": {},
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||
"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Help on function ema in module pandas_ta.overlap.ema:\n",
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"\n",
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"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",
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||
" Exponential Moving Average (EMA)\n",
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||
" \n",
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||
" The Exponential Moving Average is a more responsive moving average\n",
|
||
" compared to the Simple Moving Average (SMA). The weights are determined\n",
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||
" by alpha which is proportional to it's length. There are several\n",
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||
" different methods of calculating EMA. One method uses just the standard\n",
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||
" definition of EMA and another uses the SMA to generate the initial value\n",
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" for the rest of the calculation.\n",
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" \n",
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||
" Sources:\n",
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" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
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" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
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||
" \n",
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||
" Args:\n",
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" close (pd.Series): Series of 'close's\n",
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" length (int): It's period. Default: 10\n",
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" talib (bool): If TA Lib is installed and talib is True, Returns\n",
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" the TA Lib version. Default: True\n",
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" presma (bool, optional): If True, uses SMA for initial value like\n",
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" TA Lib. Default: True\n",
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" offset (int): How many periods to offset the result. Default: 0\n",
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" \n",
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" Kwargs:\n",
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" adjust (bool, optional): Default: False\n",
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" fillna (value, optional): pd.DataFrame.fillna(value)\n",
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" fill_method (value, optional): Type of fill method\n",
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" \n",
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" Returns:\n",
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" pd.Series: New feature generated.\n",
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"\n"
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]
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}
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],
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"source": [
|
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"help(ta.ema)"
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]
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},
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||
{
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||
"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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||
"outputs": [],
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||
"source": []
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},
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{
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||
"cell_type": "code",
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||
"execution_count": 4,
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"metadata": {},
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||
"outputs": [],
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||
"source": [
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||
"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
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" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_enddate} ({length})\"\n",
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"\n",
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"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
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"# yearly_divisor = 1\n",
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"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
|
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"# print(recent)\n",
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"def recent_bars(df, tf: str = \"1y\"):\n",
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" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
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" 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",
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||
" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]\n",
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"\n",
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"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
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" smin, smax = series.min(), series.max()\n",
|
||
" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
|
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" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
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" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
|
||
" return (y_min, y_max)\n",
|
||
" return (smin, smax)\n",
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"\n",
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"price_size = (16, 8)\n",
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||
"ind_size = (16, 3.25)"
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||
]
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||
},
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{
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||
"cell_type": "markdown",
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||
"metadata": {},
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||
"source": [
|
||
"### Load Daily Ticker Data using yfinance and clean it"
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||
]
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||
},
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{
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||
"cell_type": "code",
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||
"execution_count": 5,
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||
"metadata": {},
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||
"outputs": [],
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||
"source": [
|
||
"# help(e.ta.ticker)"
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]
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||
},
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||
{
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||
"cell_type": "code",
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||
"execution_count": 6,
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||
"metadata": {},
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||
"outputs": [
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||
{
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||
"name": "stdout",
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||
"output_type": "stream",
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"text": [
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||
"\n",
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||
"==== Company Information =====================================================\n",
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||
"SPDR S&P 500 ETF Trust(SPDR S&P 500) [SPY]\n",
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||
"\n",
|
||
"==== Market Information =====================================================\n",
|
||
"Market | Exchange | Symbol | Category US | PCX | SPY | Large Blend\n",
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||
"\n",
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||
"NAV | Yield 434.06 | 1.3000%\n",
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"\n",
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||
"\n",
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"\n",
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||
"==== Price Information =====================================================\n",
|
||
"Open High Low | Close 431.7500 431.7500 428.1600 | 428.2300\n",
|
||
"HL2 | HLC3 | OHLC4 | C - OHLC4 430.3250, 429.6267, 430.1575, -1.9275\n",
|
||
"Change (%) -7.4800 (-1.7167%)\n",
|
||
"Bid | Ask | Spread 428.86 x 1300 | 428.86 x 1000 | 0.0000\n",
|
||
"Volume | Market | Avg Vol (10Day) \n",
|
||
" 34,897,004 | 34,897,004 | 109,384,311 (133,257,680)\n",
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||
"\n",
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||
"52Wk Range (% from 52Wk Low) 372.64 - 479.98 : 107.3400 (14.9179%)\n",
|
||
"SMA 50 | SMA 200 452.2590 | 445.4174\n",
|
||
"Avg. Return 3Yr | 5Yr 17.3800% | 14.7000%\n",
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||
"\n",
|
||
"==== Dividends / Splits =====================================================\n",
|
||
"Trailing Annual Dividend Rate | Yield 5.563 | 1.2768%\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(7328, 7): 3117.5390 ms (3.1175 s)\n"
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||
]
|
||
}
|
||
],
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||
"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]"
|
||
]
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||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": []
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 7,
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||
"metadata": {},
|
||
"outputs": [
|
||
{
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||
"name": "stdout",
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||
"output_type": "stream",
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||
"text": [
|
||
"\n",
|
||
"From 2021-03-08 00:00:00 to 2022-03-04 00:00:00\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"<div>\n",
|
||
"<style scoped>\n",
|
||
" .dataframe tbody tr th:only-of-type {\n",
|
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" vertical-align: middle;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe tbody tr th {\n",
|
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" 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>2021-03-08</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",
|
||
" <tr>\n",
|
||
" <th>2021-03-09</th>\n",
|
||
" <td>380.774383</td>\n",
|
||
" <td>384.780974</td>\n",
|
||
" <td>380.241478</td>\n",
|
||
" <td>382.077026</td>\n",
|
||
" <td>113633600</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2021-03-10</th>\n",
|
||
" <td>384.563830</td>\n",
|
||
" <td>386.251327</td>\n",
|
||
" <td>383.063836</td>\n",
|
||
" <td>384.455261</td>\n",
|
||
" <td>109899400</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2021-03-11</th>\n",
|
||
" <td>387.070445</td>\n",
|
||
" <td>390.445440</td>\n",
|
||
" <td>386.586871</td>\n",
|
||
" <td>388.353333</td>\n",
|
||
" <td>86245000</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2021-03-12</th>\n",
|
||
" <td>386.912530</td>\n",
|
||
" <td>389.024364</td>\n",
|
||
" <td>386.053979</td>\n",
|
||
" <td>388.876343</td>\n",
|
||
" <td>64653600</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",
|
||
"2021-03-08 379.600028 382.580291 376.402658 376.698700 123149200 \n",
|
||
"2021-03-09 380.774383 384.780974 380.241478 382.077026 113633600 \n",
|
||
"2021-03-10 384.563830 386.251327 383.063836 384.455261 109899400 \n",
|
||
"2021-03-11 387.070445 390.445440 386.586871 388.353333 86245000 \n",
|
||
"2021-03-12 386.912530 389.024364 386.053979 388.876343 64653600 \n",
|
||
"\n",
|
||
" Dividends Stock Splits \n",
|
||
"Date \n",
|
||
"2021-03-08 0.0 0 \n",
|
||
"2021-03-09 0.0 0 \n",
|
||
"2021-03-10 0.0 0 \n",
|
||
"2021-03-11 0.0 0 \n",
|
||
"2021-03-12 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(7328, 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, 653.18it/s]"
|
||
]
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"[i] Total indicators: 5\n",
|
||
"[i] Columns added: 5\n",
|
||
"[i] Last Run: Friday March 4, 2022, NYSE: 4:06:55, Local: 8:06:55 PST, Day 63/365 (17.00%)\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: 0.3.54b0 [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 0x12c274e20>"
|
||
]
|
||
},
|
||
"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 2021-03-08 00:00:00 to 2022-03-04 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 0x1359f5580>"
|
||
]
|
||
},
|
||
"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 0x135a88b20>"
|
||
]
|
||
},
|
||
"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 0x1358c1640>"
|
||
]
|
||
},
|
||
"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 0x135b80550>"
|
||
]
|
||
},
|
||
"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 0x135b8b640>"
|
||
]
|
||
},
|
||
"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 individual’s 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
|
||
}
|