Data Collection
The system collects historical price data for your selected cryptocurrency over the chosen time
period.
This includes opening prices, closing prices, trading volumes, and market trends.
Analysis Methods
-
Machine Learning Model: Uses a Long Short-Term Memory (LSTM) neural
network,
which is particularly good at learning patterns in sequential data like price movements.
-
Technical Analysis: Incorporates traditional indicators like:
- Moving averages for trend direction
- Volume analysis for market strength
- Price momentum indicators
-
Pattern Recognition: Identifies recurring price patterns and market cycles
Trading Times
Suggested trading times (04:00 GMT for buying, 14:00 GMT for selling) are based on
historical
cryptocurrency market activity patterns, where Asian markets typically show lower volatility
in early hours, and European/US market activity peaks provide better selling opportunities.
Note:
While this system uses advanced algorithms and machine learning,
cryptocurrency markets are highly volatile and can be influenced by many external factors
that no prediction system can account for.