Add script for generating Connors VIX Reversal 1 swing trading signals

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moshferatu 2024-11-10 05:56:39 -08:00
parent f92a9a3740
commit e3f150213e

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from pandas import DataFrame, Series
from ohlc import ohlc
def signals(data: DataFrame) -> Series:
"""
Generate long signals based on the VIX 15-day high strategy.
Returns a Series with 'L' for long signals and 'N' for no signal.
"""
ma_200 = data['Close'].rolling(window = 200).mean()
above_200_ma = data['Close'] > ma_200
start_date = data['Date'].min()
end_date = data['Date'].max()
vix_data = ohlc(symbol='VIX.XO', start_date=start_date, end_date=end_date)
vix_15_day_high = vix_data['High'] == vix_data['High'].rolling(window = 15).max()
vix_close_below_open = vix_data['Close'] < vix_data['Open']
signals = Series('N', index = data.index)
signals[above_200_ma & vix_15_day_high & vix_close_below_open] = 'L'
return signals