Add script for generating swing trading signals based on Connors VIX Reversal 3 strategy

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moshferatu 2024-11-13 10:53:58 -08:00
parent 428742371e
commit 916dd115c1

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from pandas import DataFrame, Series
from daily_data import get_daily_data
def signals(data: DataFrame) -> Series:
"""
Generate long signals based on the Connors VIX Reversal 3 strategy.
Returns a Series with 'L' for long signals and 'N' for no signal.
"""
start_date = data['Date'].min()
end_date = data['Date'].max()
vix_data = get_daily_data(symbol = 'VIX.XO', start_date = start_date, end_date = end_date)
vix_ma_50 = vix_data['Close'].rolling(window = 50).mean()
vix_low_above_50_ma = vix_data['Low'] > vix_ma_50
vix_close_10_percent_above_ma = vix_data['Close'] >= (1.1 * vix_ma_50)
signals = Series('N', index = data.index)
signals[vix_low_above_50_ma & vix_close_10_percent_above_ma] = 'L'
return signals