The NASOS strategy is a trading strategy that aims to identify buying opportunities in the market. Here's a breakdown of what the strategy does:
The strategy starts by populating various technical indicators on the given dataset, such as RSI (Relative Strength Index), linear regression angle, moving averages, and others. It calculates long-term price warnings based on the rolling maximum prices and their corresponding rolling means over different periods.
The strategy uses the RSI and linear regression angle indicators to determine the trend and momentum in the market.
It calculates the relative price by normalizing the closing prices within a rolling window.
MACD (Moving Average Convergence Divergence) indicators are calculated to identify potential buying opportunities. Exponential Moving Averages (EMA) are computed for different periods. Other indicators like EWO (Elliott Wave Oscillator), Heikin-Ashi candles, Bollinger Bands, and more are calculated. It retrieves Bitcoin data for additional analysis and calculates indicators like RSI and EMA for Bitcoin. Finally, the strategy applies various conditions to determine whether to buy or not. These conditions include checking the maximum price in the past hour, trendline values, relative price, RSI, EWO, volume, and moving average values. If the conditions are met, a "buy" signal is generated. Overall, the NASOS strategy combines multiple indicators and conditions to identify potential buying opportunities in the market based on price movements, trendlines, and other technical factors.