21 KiB
21 KiB
| 1 | vwap_direction_next_5min | confidence_score | expected_vwap_change | volatility_estimate | suggested_entry | suggested_stop_loss | suggested_take_profit | key_signals | reasoning | timestamp_prediction | actual_vwap_change | actual_price_change | actual_volume | actual_return | actual_movement | prediction_correct | hour | day_of_week |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | up | 0.85 | 0.02 | 0.03 | 0.34 | 0.33 | 0.35 | ['Consistent upward VWAP movement', 'Increasing volume with price stability', 'MA5 and MA20 alignment'] | The current market window shows a consistent upward trend in VWAP with the last several intervals all indicating an increase. The volume has been significantly higher in the recent intervals, suggesting strong buying interest, yet the price has remained stable at 0.34. This stability, combined with the upward VWAP movement and increasing volume, suggests a continuation of the upward trend. The MA5 and MA20 are aligned, further supporting the bullish sentiment. Historical similar contexts also show a tendency for VWAP to continue moving up after such patterns. Therefore, a cautious bullish position is recommended with a high confidence score. | 2025-01-30 15:30:00+00:00 | 0.00012440685492315362 | -8.867651321375902e-05 | 3357388.8 | 0.00012440685492315362 | up | True | 15 | 3 |
| 3 | up | 0.85 | 0.02 | 0.03 | 0.34 | 0.33 | 0.35 | ['Consistent upward VWAP movement', 'Price stability around 0.34', 'Increased volume in recent intervals', 'MA5 and MA20 alignment'] | The current market window shows a consistent upward trend in VWAP with the last several intervals all indicating an increase. The price has stabilized around 0.34, and there has been a significant increase in volume, suggesting strong buying interest. The MA5 and MA20 are aligned, reinforcing the bullish sentiment. Historical similar contexts also show a tendency for VWAP to continue rising. Given these factors, a further upward movement in VWAP is expected with moderate confidence. | 2025-01-30 15:35:00+00:00 | 9.043595676583305e-05 | -0.00040266090563781387 | 2504806.4 | 9.043595676583305e-05 | up | True | 15 | 3 |
| 4 | up | 0.85 | 0.02 | 0.03 | 0.34 | 0.33 | 0.35 | ['Consistent upward VWAP movement', 'Increasing volume in recent intervals', 'Price stability around 0.34', 'MA5 and MA20 alignment'] | The current market window shows a consistent upward trend in VWAP with the last several intervals all indicating an increase. The volume has been significantly higher in the recent intervals, suggesting strong buying interest. The price has stabilized around 0.34, and both MA5 and MA20 are aligned, reinforcing the bullish sentiment. Historical similar contexts also show a tendency for VWAP to continue rising after such patterns. Given these factors, a further upward movement in VWAP is expected with moderate confidence. | 2025-01-30 15:40:00+00:00 | 9.043595676583305e-05 | -0.007588038469399205 | 1736140.8 | 9.043595676583305e-05 | down | False | 15 | 3 |
| 5 | up | 0.85 | 0.02 | 0.01 | 0.34 | 0.33 | 0.35 | ['Consistent upward VWAP movement', 'Increasing volume with price stability', 'MA5 and MA20 alignment'] | The current market window shows a consistent upward trend in VWAP with the last several intervals all indicating a slight increase. The volume has been significantly higher in the recent intervals, suggesting strong buying interest, yet the price has remained stable at 0.34. This stability, combined with the upward VWAP movement and increasing volume, suggests that the VWAP is likely to continue its upward trajectory. The MA5 and MA20 are aligned, further supporting the bullish sentiment. Given these factors, a cautious long position is recommended with a high confidence score. | 2025-01-30 15:45:00+00:00 | 2.3484539475038257e-05 | -0.007154238096449134 | 1781836.8 | 2.3484539475038257e-05 | up | True | 15 | 3 |
| 6 | up | 0.85 | 0.02 | 0.01 | 0.34 | 0.33 | 0.35 | ['Consistent upward VWAP movement', 'High volume spikes', 'Price stability around 0.34', 'MA5 and MA20 alignment'] | The current market window shows a consistent upward trend in VWAP with the last several intervals all indicating an increase, supported by significant volume spikes. The price has stabilized around 0.34, and both MA5 and MA20 are aligned, suggesting a bullish continuation. Historical similar contexts also show a tendency for VWAP to continue rising after such patterns. Given these factors, a further upward movement in VWAP is expected with moderate confidence. The suggested entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk. | 2025-01-30 15:50:00+00:00 | -1.361874832350729e-06 | -0.0066137307007653745 | 789017.6 | -1.361874832350729e-06 | up | True | 15 | 3 |
| 7 | up | 0.85 | 0.02 | 0.01 | 0.34 | 0.33 | 0.35 | ['Consistent upward VWAP movement', 'Price stability around 0.34', 'Volume spikes followed by stabilization', 'MA5 and MA20 alignment'] | The current market window shows a consistent upward trend in VWAP with the last several intervals maintaining a price around 0.34. Historical similar contexts also indicate a tendency for VWAP to continue rising after such patterns. The volume spikes suggest strong buying interest, yet the subsequent stabilization indicates a potential consolidation phase before the next upward move. The alignment of MA5 and MA20 supports the bullish sentiment. Given these factors, a continued upward movement in VWAP is expected with moderate confidence. | 2025-01-30 15:55:00+00:00 | -7.08289310613619e-06 | -0.006528644940293538 | 217164.8 | -7.08289310613619e-06 | up | True | 15 | 3 |
| 8 | up | 0.85 | 0.02 | 0.01 | 0.34 | 0.33 | 0.35 | ['Consistent upward VWAP movement', 'Stable price around 0.34', 'Volume spikes followed by stabilization', 'MA5 and MA20 alignment'] | The current market window shows a consistent upward trend in VWAP with the price stabilizing around 0.34. Historical similar contexts also indicate a continuation of the upward VWAP movement. The volume spikes followed by stabilization suggest a potential for a controlled upward movement. The alignment of MA5 and MA20 further supports the bullish sentiment. Given these factors, a cautious upward movement in VWAP is expected with moderate confidence. | 2025-01-30 16:00:00+00:00 | -7.08289310613619e-06 | -5.789776296891147e-05 | 45696.0 | -7.08289310613619e-06 | down | False | 16 | 3 |
| 9 | up | 0.85 | 0.01 | 0.02 | 0.34 | 0.33 | 0.35 | ['Consistent VWAP upward movement', 'Stable price with minor fluctuations', 'Volume spikes followed by stabilization', 'MA5 and MA20 alignment'] | The current market window shows a consistent upward movement in VWAP with minor fluctuations in price, indicating stability. Historical similar contexts also show a pattern of VWAP moving up after such stability. The volume spikes followed by stabilization suggest a strong buying interest without excessive volatility. The alignment of MA5 and MA20 supports a bullish trend. Given these factors, a continued upward movement in VWAP is expected with moderate confidence. The suggested entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk. | 2025-01-31 09:30:00+00:00 | 0.0 | -0.00017617188104671055 | 45696.0 | -0.0 | down | False | 9 | 4 |
| 10 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP upward movement in recent intervals', 'Price stability around 0.34', 'Volume spikes followed by drops', 'Recent price drop of 2.61% in the last interval'] | The current market window shows a consistent upward movement in VWAP with recent price stability around 0.34. However, the last interval indicates a significant price drop of 2.61% with no volume, suggesting a potential reversal. Historical similar contexts also show a tendency for VWAP to decrease after such patterns. The confidence score is high due to the alignment of these signals. The suggested entry, stop-loss, and take-profit levels are set to capitalize on the expected downward movement while managing risk. | 2025-01-31 09:35:00+00:00 | 0.0 | -0.00042235034184723297 | 0.0 | -0.0 | down | True | 9 | 4 |
| 11 | down | 0.75 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP upward movement in historical context', 'Current VWAP stability with recent price drop', 'Volume spikes followed by drops', 'MA5 and MA20 alignment'] | The historical context shows a pattern of consistent VWAP upward movement with similar price and volume dynamics. However, the current market window indicates a price drop with stable VWAP, suggesting potential reversal. The volume spikes followed by drops may indicate exhaustion of buying pressure. The alignment of MA5 and MA20 suggests a neutral to bearish trend. Given these factors, a short-term VWAP decline is expected with moderate confidence. | 2025-01-31 09:40:00+00:00 | 0.0 | -0.0002551243686776672 | 0.0 | -0.0 | down | True | 9 | 4 |
| 12 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend in current window', 'Price below VWAP', 'Volume spikes followed by drops', 'MA5 and MA20 alignment'] | The current market window shows a consistent VWAP downtrend with the price consistently below the VWAP, indicating bearish sentiment. Historical similar contexts also show a tendency for VWAP to continue decreasing. The volume spikes followed by drops suggest a lack of sustained buying pressure, reinforcing the likelihood of a VWAP decline. The alignment of MA5 and MA20 also supports a bearish outlook. Given these factors, a short position is recommended with a high confidence score. | 2025-01-31 09:45:00+00:00 | 0.0 | -0.0002746300999723339 | 0.0 | -0.0 | down | True | 9 | 4 |
| 13 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend in current window', 'Price below VWAP', 'Volume spikes followed by drops', 'MA5 and MA20 alignment'] | The current market window shows a consistent VWAP downtrend with the price consistently below the VWAP, indicating bearish sentiment. Historical similar contexts also show a tendency for VWAP to continue decreasing. The volume spikes followed by drops suggest a lack of sustained buying pressure, reinforcing the likelihood of a VWAP decline. The alignment of MA5 and MA20 supports this bearish outlook. Given these factors, a short position is recommended with a high confidence score. | 2025-01-31 09:50:00+00:00 | 0.0 | -0.00024196087817249246 | 0.0 | -0.0 | down | True | 9 | 4 |
| 14 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP decline in current window', 'Price below VWAP', 'Volume spikes followed by drops', 'MA5 and MA20 alignment'] | The current market window shows a consistent decline in VWAP with the price consistently below the VWAP, indicating bearish sentiment. Historical similar contexts also show a pattern of VWAP decline following such setups. The volume spikes followed by drops suggest a lack of sustained buying pressure, reinforcing the likelihood of a VWAP decline. The alignment of MA5 and MA20 also supports a bearish outlook. Given these factors, a short position is recommended with a high confidence score. | 2025-01-31 09:55:00+00:00 | 0.0 | -0.0003501206111177213 | 0.0 | -0.0 | down | True | 9 | 4 |
| 15 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend in current window', 'Price stability around 0.33', 'Historical context showing similar patterns leading to VWAP decline'] | The current market window shows a consistent VWAP downtrend with no significant price movement, indicating a potential continuation of this trend. Historical context windows with similar patterns also resulted in VWAP declines. The confidence score is high due to the strong resemblance to past patterns and the lack of bullish signals in the current data. The suggested trade levels are based on the expected continuation of the VWAP downtrend, with a conservative stop-loss and take-profit to manage risk. | 2025-01-31 10:00:00+00:00 | -3.766023015872033e-05 | -0.0003228414973469318 | 215526.4 | -3.766023015872033e-05 | down | True | 10 | 4 |
| 16 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend in current window', 'Price stability around 0.33', 'Volume drop in recent intervals', 'Historical context showing similar patterns leading to VWAP decline'] | The current market window shows a consistent VWAP downtrend with no significant price movement, indicating a potential continuation of this trend. The volume has dropped significantly in recent intervals, suggesting a lack of buying pressure to push prices higher. Historical context windows with similar patterns also resulted in VWAP declines. Therefore, the prediction is for a continued slight decrease in VWAP with moderate confidence. The suggested trade levels are set to capitalize on this expected movement while managing risk. | 2025-01-31 10:05:00+00:00 | -3.766023015872033e-05 | -0.0002874609745942558 | 215526.4 | -3.766023015872033e-05 | down | True | 10 | 4 |
| 17 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend', 'Price stability around 0.33', 'Low volume with no significant spikes'] | The current market window shows a consistent VWAP downtrend with no significant price movement or volume spikes to suggest a reversal. Historical similar contexts also indicate a continuation of the VWAP downtrend. The price has stabilized around 0.33 with low volume, suggesting a lack of buying pressure. Given these factors, a short position is recommended with a high confidence score. | 2025-01-31 10:10:00+00:00 | -3.766023015872033e-05 | -0.00022741820176114258 | 215526.4 | -3.766023015872033e-05 | down | True | 10 | 4 |
| 18 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend in current window', 'Price stability around 0.33', 'Historical context showing similar patterns leading to VWAP decline'] | The current market window shows a consistent VWAP downtrend with no significant price movement, indicating a lack of buying pressure. Historical context windows with similar patterns also resulted in VWAP declines. The confidence score is high due to the strong resemblance to past patterns. The suggested trade levels are based on the current price stability and expected continuation of the VWAP downtrend. | 2025-01-31 10:15:00+00:00 | -3.785791831709129e-05 | 0.0002992253847076132 | 216729.6 | -3.785791831709129e-05 | down | True | 10 | 4 |
| 19 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend', 'Low volume with no significant price change', 'Historical context showing similar patterns leading to VWAP decline'] | The current market window shows a consistent VWAP downtrend with no significant price change, supported by low volume. Historical context windows with similar patterns also resulted in a VWAP decline. Given these factors, a further slight decrease in VWAP is expected with moderate confidence. The suggested trade levels are set to capitalize on this expected movement while managing risk. | 2025-01-31 10:20:00+00:00 | -2.899076934884115e-05 | 0.0005959039253805309 | 401510.4 | -2.899076934884115e-05 | down | True | 10 | 4 |
| 20 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend in current window', 'Low volume with no significant price change', 'Historical context showing similar patterns leading to VWAP decline'] | The current market window shows a consistent VWAP downtrend with no significant price change, supported by low volume, indicating a lack of buying interest. Historical context windows with similar patterns also resulted in VWAP declines. Given these factors, a further VWAP decrease is expected with moderate confidence. The suggested trade levels are set to capitalize on this expected movement while managing risk. | 2025-01-31 10:25:00+00:00 | -4.542383401129335e-05 | 0.0008376536293613346 | 296524.8 | -4.542383401129335e-05 | down | True | 10 | 4 |
| 21 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend', 'Price stability', 'Low volume', 'MA5 and MA20 alignment'] | The current market window shows a consistent VWAP downtrend with no significant price movement, indicating a stable but bearish sentiment. The volume is low, suggesting a lack of strong buying interest to reverse the trend. Historical similar contexts also show a continuation of the VWAP downtrend. The MA5 and MA20 are aligned, reinforcing the bearish outlook. Given these factors, a short position is recommended with a high confidence score. | 2025-01-31 10:30:00+00:00 | -7.962937422592575e-05 | 0.0007107998751469113 | 528691.2 | -7.962937422592575e-05 | down | True | 10 | 4 |
| 22 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend', 'Low volume with no significant price change', 'MA5 and MA20 alignment'] | The current market window shows a consistent VWAP downtrend with no significant price change, similar to historical windows where VWAP continued to decline. The low volume suggests a lack of buying pressure to reverse the trend. The alignment of MA5 and MA20 indicates a bearish sentiment. Given these factors, a short position is recommended with a high confidence score. | 2025-01-31 10:35:00+00:00 | -7.94316860675548e-05 | 0.0005179699923198722 | 528691.2 | -7.94316860675548e-05 | down | True | 10 | 4 |
| 23 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend', 'Price stability', 'Low volume', 'MA5 and MA20 alignment'] | The current market window shows a consistent VWAP downtrend with no significant price movement, indicating a lack of buying pressure. Historical similar contexts also show a continuation of the VWAP downtrend. The alignment of MA5 and MA20 suggests a bearish sentiment. Given the low volume, the market is likely to remain stable with a slight downward movement in VWAP. The suggested trade levels are set to capitalize on this expected movement while managing risk. | 2025-01-31 10:40:00+00:00 | -5.06386048770846e-05 | 0.0005387138562326921 | 527488.0 | -5.06386048770846e-05 | down | True | 10 | 4 |
| 24 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend', 'Low volume with no significant price change', 'Historical context showing similar patterns leading to VWAP decline'] | The current market window shows a consistent VWAP downtrend with no significant price change, supported by low volume. Historical context windows with similar patterns also resulted in VWAP declines. Given the lack of upward momentum and the historical trend, a further VWAP decline is expected. The suggested entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk. | 2025-01-31 10:45:00+00:00 | -0.0001054070720557243 | 0.0008419415088960769 | 933734.4 | -0.0001054070720557243 | down | True | 10 | 4 |
| 25 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend', 'Low volume with occasional spikes', 'Price stability around 0.33', 'Historical context showing similar patterns'] | The current market window shows a consistent VWAP downtrend with no significant price movement, indicating a lack of buying pressure. The volume is low, with occasional spikes that do not lead to sustained price increases, suggesting a lack of strong market interest. Historical context windows with similar patterns also resulted in VWAP declines. Therefore, the prediction is for a continued slight decrease in VWAP with moderate confidence. The suggested trade levels are based on the current price stability and expected minor volatility. | 2025-01-31 10:50:00+00:00 | -0.0001349967690836007 | 0.001109997580621358 | 1406515.2 | -0.0001349967690836007 | down | True | 10 | 4 |
| 26 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP decline', 'Low volume with occasional spikes', 'Price stability around 0.33', 'Historical pattern of VWAP decline in similar contexts'] | The current market window shows a consistent decline in VWAP with low volume, indicating a lack of strong buying interest. The price has stabilized around 0.33, and historical patterns with similar VWAP and volume conditions suggest a continued VWAP decline. The confidence score is high due to the strong resemblance to past patterns. The suggested trade levels are based on the expected continuation of the VWAP decline, with a conservative stop-loss and take-profit to manage risk. | 2025-01-31 10:55:00+00:00 | -0.00021135695893709228 | 0.0014895702280501855 | 1988556.8 | -0.00021135695893709228 | down | True | 10 | 4 |
| 27 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend', 'Price stability', 'Low volume with occasional spikes', 'MA5 and MA20 alignment'] | The current market window shows a consistent VWAP downtrend with no significant price movement, indicating a stable but bearish sentiment. Historical similar contexts also show a continuation of the VWAP downtrend. The alignment of MA5 and MA20 suggests a lack of upward momentum. Despite occasional volume spikes, the overall volume remains low, reinforcing the likelihood of a continued VWAP decline. The suggested trade levels are based on the expected continuation of this trend with a focus on risk management. | 2025-01-31 11:00:00+00:00 | -0.0003100689566488679 | 0.002177497310244303 | 3558656.0 | -0.0003100689566488679 | down | True | 11 | 4 |
| 28 | down | 0.85 | -0.01 | 0.02 | 0.33 | 0.34 | 0.32 | ['Consistent VWAP downtrend', 'Price stability', 'Low volume with occasional spikes', 'Historical pattern of VWAP decline'] | The current market window shows a consistent VWAP downtrend with no significant price movement, indicating a stable but bearish sentiment. The volume is low, suggesting limited buying interest, yet there are occasional spikes that do not lead to a price increase. Historical context windows with similar patterns also resulted in VWAP declines. Given these factors, a short position is recommended with a high confidence score, targeting a modest VWAP decrease. | 2025-01-31 11:05:00+00:00 | -0.00031012634674210116 | 0.001582846511523739 | 4733491.2 | -0.00031012634674210116 | down | True | 11 | 4 |