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@unreal79
Last active February 7, 2021 02:05
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The backtester calculates Finviz portfolio's performance, compares it to SnP500 and plots graph
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Finviz portfolio backtester\n",
"\n",
"Change your portfolio parameters (`email`, `password`, `portfolio_names`, `start_date`, `end_date`) below and press `Kernel` -> `Restart & Run All` in menu. You have to enter exact `portfolio_names` -- best way is to edit your portfolio on Finviz site and copy/paste its name.\n",
"\n",
"You need to install fresh `finviz-api` by `pip install -U git+https://github.com/mariostoev/finviz` (beware: `pip install finviz` is outdated)"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Done\n"
]
}
],
"source": [
"import datetime\n",
"\n",
"email = '*******@gmail.com'\n",
"password = '*******'\n",
"portfolio_names = [\n",
" '2 HighROA,ROE,ROI+LowLT-Dbt,Db',\n",
" 'Buffett 1: P/E<5+P/B<2+MidCap+',\n",
" 'IB portfolio',\n",
" 'Green energy - cutt.ly/lgfejuD' # https://smart-lab.ru/company/tinkoff_invest/blog/649229.php\n",
" ]\n",
"start_date = datetime.datetime( 2019, 10, 31 ) + datetime.timedelta( days=1 ) # add 1 day to correct yfinance behaviour\n",
"end_date = datetime.datetime( 2021, 2, 7 ) - datetime.timedelta( days=1 ) # substract 1 day\n",
"print('Done')"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Done\n"
]
}
],
"source": [
"import time\n",
"import io\n",
"import random\n",
"import requests\n",
"import yfinance\n",
"import finviz.portfolio\n",
"import pandas\n",
"import matplotlib.pyplot as pyplot\n",
"%matplotlib inline\n",
"\n",
"portfolios = []\n",
"for ix in portfolio_names:\n",
" portfolios.append( finviz.portfolio.Portfolio( email, password, ix ) )\n",
" time.sleep( random.uniform(0.1, 0.5) ) # anti-anti-abuse delay\n",
"print('Done')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[*********************100%***********************] 1 of 1 completed\n",
"[*********************100%***********************] 1 of 1 completed\n",
"[*********************100%***********************] 1 of 1 completed\n"
]
}
],
"source": [
"snp500 = yfinance.download( '^GSPC', start_date, end_date )\n",
"nasdaq = yfinance.download( '^IXIC', start_date, end_date )\n",
"russell = yfinance.download( '^RUT', start_date, end_date )"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Loading portfolio `2 HighROA,ROE,ROI+LowLT-Dbt,Db` data...\n",
"Loading portfolio `Buffett 1: P/E<5+P/B<2+MidCap+` data...\n",
"Loading portfolio `IB portfolio` data...\n",
"Loading portfolio `Green energy - cutt.ly/lgfejuD` data...\n",
"Done\n"
]
}
],
"source": [
"import IPython.utils\n",
"\n",
"portf_data = []\n",
"portf_num = -1\n",
"for iy in portfolios:\n",
" portf_data.append( [] )\n",
" portf_num += 1\n",
" print( 'Loading portfolio `' + portfolio_names[ portf_num ] + '` data...' )\n",
" for ix in iy.data:\n",
" with IPython.utils.io.capture_output() as captured: # to suppress spammy yfinance.download output\n",
" array_tmp = yfinance.download( ix.get('Ticker'), start_date, end_date )\n",
" array_tmp['Shares'] = ix['Shares'].replace( ',', '' )\n",
" array_tmp['Market Value'] = array_tmp['Close'].values * float( ix['Shares'].replace( ',', '' ) )\n",
" portf_data[ portf_num ].append( array_tmp )\n",
" time.sleep( random.uniform(0.1, 0.5) ) # anti-anti-abuse delay\n",
"print('Done')"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Portfolio `IB portfolio` miss data on first days for ticker MSOS. Adding empty data (money)...\n",
"Portfolio `IB portfolio` miss data on first days for ticker ARKG. Adding empty data (money)...\n"
]
}
],
"source": [
"portf_num = -1\n",
"portf_max_data = portf_data[0][0]\n",
"\n",
"for iy in portf_data:\n",
" portf_num += 1\n",
" portf_max_len = 0\n",
" for ix in iy:\n",
" if len( ix ) > portf_max_len:\n",
" portf_max_len = len( ix )\n",
" portf_max_data = ix\n",
" ticker_num = -1\n",
" for ix in iy:\n",
" ticker_num += 1\n",
" ix_len = len( ix )\n",
" if ix_len < portf_max_len:\n",
" print( 'Portfolio `' + portfolio_names[ portf_num ] +'` miss data on first days for ticker ' +\n",
" portfolios[ portf_num ].data[ ticker_num ].get('Ticker') + '. Adding empty data (money)...')\n",
" for iz in range( portf_max_len - ix_len ):\n",
" added_date_name = portf_max_data.iloc[iz].name\n",
" added_data = ix.iloc[0]\n",
" ix.loc[ added_date_name ] = added_data\n",
" ix.sort_index( inplace=True )"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"portf_num = -1\n",
"portfolio_market_value = []\n",
"for iy in portf_data:\n",
" portfolio_market_value.append( [0] )\n",
" portf_num += 1\n",
" for ix in iy:\n",
" portfolio_market_value[ portf_num ] = portfolio_market_value[ portf_num ] + ix['Market Value']\n",
" portfolio_market_value[ portf_num ] = portfolio_market_value[ portf_num ].to_frame()\n",
"\n",
" start_value = portfolio_market_value[ portf_num ]['Market Value'].values[0]/100\n",
" list_percents = portfolio_market_value[ portf_num ]['Market Value'].values/start_value\n",
" portfolio_market_value[ portf_num ][ portfolio_names[ portf_num ] + ' portfolio % change' ] = list_percents"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"`S&P 500` performance: 27.96 %\n",
"`NASDAQ` performance: 67.1 %\n",
"`Russell 2000` performance: 42.94 %\n",
"Portfolio `2 HighROA,ROE,ROI+LowLT-Dbt,Db` performance: 73.53 %\n",
"Portfolio `Buffett 1: P/E<5+P/B<2+MidCap+` performance: 2.82 %\n",
"Portfolio `IB portfolio` performance: 104.2 %\n",
"Portfolio `Green energy - cutt.ly/lgfejuD` performance: 152.16 %\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1080x720 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"start_value = snp500['Close'].values[0]/100\n",
"list_percents = snp500['Close'].values/start_value\n",
"snp500['S&P 500 % change'] = list_percents\n",
"\n",
"start_value = nasdaq['Close'].values[0]/100\n",
"list_percents = nasdaq['Close'].values/start_value\n",
"nasdaq['NASDAQ % change'] = list_percents\n",
"\n",
"start_value = russell['Close'].values[0]/100\n",
"list_percents = russell['Close'].values/start_value\n",
"russell['Russell 2000 % change'] = list_percents\n",
"\n",
"pyplot.rcParams[\"figure.figsize\"] = (15, 10)\n",
"\n",
"snp500['S&P 500 % change'].plot()\n",
"nasdaq['NASDAQ % change'].plot()\n",
"russell['Russell 2000 % change'].plot()\n",
"print( '`S&P 500` performance: ' + str( round( snp500['S&P 500 % change'][ -1 ] - 100, 2 ) ) + ' %' )\n",
"print( '`NASDAQ` performance: ' + str( round( nasdaq['NASDAQ % change'][ -1 ] - 100, 2 ) ) + ' %' )\n",
"print( '`Russell 2000` performance: ' + str( round( russell['Russell 2000 % change'][ -1 ] - 100, 2 ) ) + ' %' )\n",
"\n",
"portf_num = -1\n",
"for ix in portfolio_names:\n",
" portf_num += 1\n",
" portfolio_market_value[ portf_num ][ ix + ' portfolio % change' ].plot()\n",
" print( 'Portfolio `' + ix + '` performance: '\n",
" + str( round( portfolio_market_value[ portf_num ][ix + ' portfolio % change'][ -1 ] - 100, 2 ) ) + ' %' )\n",
"pyplot.legend(loc='upper left', fancybox=True, framealpha=0.4)\n",
"pyplot.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.8.7"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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