market_predictor/training_data.jsonl
2025-02-03 17:27:39 -05:00

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{"vwap_direction_next_5min": "up", "confidence_score": 0.75, "expected_vwap_change": 0.02, "volatility_estimate": 0.03, "suggested_entry": 105700.0, "suggested_stop_loss": 105500.0, "suggested_take_profit": 105900.0, "key_signals": ["Current Price above VWAP", "MA5 and MA20 trending upwards", "High volume with price increase", "Previous VWAP movements mostly up"], "reasoning": "The current market state shows a significant increase in volume with a corresponding increase in price, indicating strong buying pressure. The VWAP has been trending upwards in the previous intervals, and the MA5 and MA20 are also showing upward trends. These factors suggest a continuation of the upward VWAP movement. The suggested trade levels are set to capitalize on this expected movement while managing risk.", "timestamp_prediction": "2025-01-31T15:45:00+00:00", "actual_movement": "up", "predicted_movement": "up"}
{"vwap_direction_next_5min": "up", "confidence_score": 0.75, "expected_vwap_change": 0.05, "volatility_estimate": 0.03, "suggested_entry": 3406.0, "suggested_stop_loss": 3400.0, "suggested_take_profit": 3412.0, "key_signals": ["Current Price above VWAP", "MA5 and MA20 trending upwards", "Consistent VWAP increase in historical context", "High volume with price increase"], "reasoning": "The current market state shows a consistent upward trend in VWAP with a significant increase in volume, indicating strong buying pressure. The current price is above the VWAP, and both MA5 and MA20 are trending upwards, suggesting a bullish momentum. Historical context shows similar patterns with VWAP continuing to rise. Therefore, a further increase in VWAP is expected with a moderate confidence score. Suggested trade levels are set to capitalize on the expected upward movement while managing risk.", "timestamp_prediction": "2025-01-31T15:50:00+00:00", "actual_movement": "up", "predicted_movement": "up"}