From 946c79fa7f72966de3778ed137dbba5df90da981 Mon Sep 17 00:00:00 2001 From: DrChandrakant <127198654+DrChandrakant@users.noreply.github.com> Date: Fri, 2 Jun 2023 22:33:13 +0530 Subject: [PATCH] Golden Cross Over With Signal --- examples/Indicator_golden_cross_over.ipynb | 231 +++++++++++++++++++++ 1 file changed, 231 insertions(+) create mode 100644 examples/Indicator_golden_cross_over.ipynb diff --git a/examples/Indicator_golden_cross_over.ipynb b/examples/Indicator_golden_cross_over.ipynb new file mode 100644 index 00000000..aa847235 --- /dev/null +++ b/examples/Indicator_golden_cross_over.ipynb @@ -0,0 +1,231 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "821ec5c5", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import mplfinance as mpf\n", + "import matplotlib.dates as mdates\n", + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "id": "b32a433d", + "metadata": {}, + "source": [ + "# Read in daily data for NSE TCS" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a410f0a2", + "metadata": {}, + "outputs": [], + "source": [ + "infile = 'data/t_data.csv'\n", + "df = pd.read_csv(infile, index_col=0, parse_dates=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a4e807cb", + "metadata": {}, + "outputs": [], + "source": [ + "# Formula For Simple Moving Average\n", + "# df['SMA21'] = df['Close'].rolling(window=21).mean()\n", + "# df['SMA100'] = df['Close'].rolling(window=100).mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "1e3a3f0a", + "metadata": {}, + "outputs": [], + "source": [ + "#Function For Color Coding Golden Crossover\n", + "def color(goldencrossover):\n", + " UP = []\n", + " DOWN = []\n", + " for i in range(len(goldencrossover)):\n", + " if goldencrossover['SMA100'][i] < goldencrossover['SMA21'][i]:\n", + " UP.append(int(goldencrossover['SMA100'][i]))\n", + " DOWN.append(np.nan)\n", + " elif goldencrossover['SMA100'][i] > goldencrossover['SMA21'][i]:\n", + " DOWN.append(int(goldencrossover['SMA100'][i]))\n", + " UP.append(np.nan)\n", + " else:\n", + " UP.append(np.nan)\n", + " DOWN.append(np.nan)\n", + " goldencrossover['up'] = UP\n", + " goldencrossover['down'] = DOWN\n", + " return goldencrossover" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "e73a94e9", + "metadata": {}, + "outputs": [], + "source": [ + "def golden_cal(df):\n", + " goldenSignal = []\n", + " deathSignal = []\n", + " position = False\n", + " for i in range(len(df)):\n", + " if df['SMA21'][i] > df['SMA100'][i]:\n", + " if position == False :\n", + " goldenSignal.append((df['SMA100'][i]-df['SMA100'][i]*0.01))\n", + " deathSignal.append(np.nan)\n", + " position = True\n", + " else:\n", + " goldenSignal.append(np.nan)\n", + " deathSignal.append(np.nan)\n", + " elif df['SMA21'][i] < df['SMA100'][i]:\n", + " if position == True:\n", + " goldenSignal.append(np.nan)\n", + " deathSignal.append((df['SMA100'][i]+df['SMA100'][i]*0.01))\n", + " position = False\n", + " else:\n", + " goldenSignal.append(np.nan)\n", + " deathSignal.append(np.nan)\n", + " else:\n", + " goldenSignal.append(np.nan)\n", + " deathSignal.append(np.nan)\n", + " df['GoldenCrossOver'] = goldenSignal\n", + " df['DeathCrossOver'] = deathSignal" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "1a9418bc", + "metadata": {}, + "outputs": [], + "source": [ + "golden_cal(df)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "d0043a96", + "metadata": {}, + "outputs": [], + "source": [ + "#Fuction Color Applied And Df Generated \n", + "goldencrossover = color(df)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "84416a60", + "metadata": {}, + "outputs": [], + "source": [ + "# Data Extracted And New Variable Applied\n", + "up_sma100 = goldencrossover[['up']]\n", + "down_sma100 = goldencrossover[['down']]\n", + "up_sma21 = goldencrossover[['SMA21']]\n", + "dco = goldencrossover[['GoldenCrossOver']]\n", + "gco = goldencrossover[['DeathCrossOver']]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "3cc8fd1f", + "metadata": {}, + "outputs": [], + "source": [ + "ic = [\n", + " #Golden Crossover\n", + " mpf.make_addplot(up_sma100,color = 'green',panel=0,),\n", + " mpf.make_addplot(down_sma100,color = '#FF8849',panel=0,),\n", + " mpf.make_addplot(up_sma21,color = '#0496ff',panel=0,linestyle='dashdot'),\n", + " mpf.make_addplot(gco,type='scatter',markersize=200,marker='v',color='red',panel=0),\n", + " mpf.make_addplot(dco,type='scatter',markersize=200,marker='^',color='green',panel=0),\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "236c94af", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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