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
up,0.85,0.02,0.03,105593.26,105500.0,105700.0,"['Recent upward VWAP movement', 'High volume in the last interval', 'Price above MA5 and MA20', 'Positive price change in recent intervals']","The current market window shows a strong upward trend in VWAP with the last several intervals consistently moving up. The volume has significantly increased in the last interval, indicating strong buying interest. The price is above both the MA5 and MA20, suggesting a bullish trend. Historical similar contexts also show a tendency for VWAP to continue moving up after such patterns. Given these factors, a further upward movement in VWAP is expected with moderate volatility. The suggested entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk.",2025-01-30 15:30:00+00:00,2.0703800599208844e-06,-0.0006147392890319403,126079795.2,2.0703800599208844e-06,up,True,15,3
up,0.85,0.02,0.03,105749.41,105593.26,105900.0,"['Recent upward VWAP movement', 'High volume in the last interval', 'Price above MA5 and MA20', 'Positive price change in recent intervals']","The current market window shows a recent upward trend in VWAP with a significant increase in volume, indicating strong buying interest. The price is above both the MA5 and MA20, suggesting a bullish trend. Historical similar contexts also show a tendency for VWAP to continue moving up after such patterns. Given these factors, a further upward movement in VWAP is expected with moderate volatility. The suggested entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk.",2025-01-30 15:35:00+00:00,-7.202990855936786e-06,-0.0003740372259137814,100960665.6,-7.202990855936786e-06,up,True,15,3
up,0.85,0.02,0.03,105835.98,105749.41,106085.3,"['Recent upward VWAP movement', 'High volume in the last intervals', 'Price above MA5 and MA20', 'Positive price change in recent intervals']","The current market window shows a strong upward trend in VWAP with significant volume, indicating bullish momentum. The price is consistently above both MA5 and MA20, reinforcing the upward trend. 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 volatility. The suggested trade levels are set to capitalize on this expected movement while managing risk.",2025-01-30 15:40:00+00:00,-1.5997582161808577e-05,-0.004425958111348827,80823910.4,-1.5997582161808577e-05,up,True,15,3
up,0.85,0.02,0.03,105854.91,105749.41,106085.3,"['Recent upward VWAP movement', 'High volume in the last interval', 'Price above MA5 and MA20', 'Positive price change in recent intervals']","The current market window shows a strong upward trend in VWAP with a recent high volume spike, indicating strong buying interest. The price is consistently above both MA5 and MA20, suggesting bullish momentum. 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 volatility. The suggested trade levels are set to capitalize on this expected movement while managing risk.",2025-01-30 15:45:00+00:00,-1.8021726384764847e-05,-0.0038491243890105553,74643046.4,-1.8021726384764847e-05,up,True,15,3
up,0.85,0.02,0.03,106146.31,105800.0,106300.0,"['Current Price above MA5 and MA20', 'Recent VWAP upward trend', 'High volume in recent intervals', 'Price Change positive in recent intervals']","The current market window shows a strong upward trend with the current price consistently above both the MA5 and MA20, indicating bullish momentum. The recent VWAP movements have been upward, supported by high trading volumes, suggesting strong buying interest. 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 volatility. 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,-1.797305273137928e-06,-0.003295469374941351,43089920.0,-1.797305273137928e-06,down,False,15,3
up,0.85,0.02,0.03,105761.55,105700.0,105800.0,"['Recent upward VWAP movement', 'High volume in the current window', 'Price above MA5 and MA20', 'Consistent upward price change']","The current market window shows a strong upward trend in VWAP with consistent price increases and high volume, indicating bullish momentum. Historical similar contexts also show a tendency for VWAP to continue rising after such patterns. The price is above both MA5 and MA20, reinforcing the bullish outlook. Given these factors, a continued upward movement in VWAP is expected with moderate volatility. The suggested entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk.",2025-01-30 15:55:00+00:00,-1.1380808689009925e-05,-0.0036764402869707558,12949094.4,-1.1380808689009925e-05,down,False,15,3
down,0.75,-0.01,0.02,105574.79,105800.0,105500.0,"['Recent VWAP downtrend', 'Price below MA5 and MA20', 'High volume spikes followed by declines', 'Price change volatility']","The current market window shows a recent VWAP downtrend with the price consistently below both MA5 and MA20, indicating bearish momentum. Historical similar contexts also show a pattern of VWAP decline following such setups. The volume spikes followed by declines suggest potential exhaustion of buying pressure. Given these factors, a short position is recommended with a high confidence score. The suggested entry, stop-loss, and take-profit levels are set to capitalize on the expected VWAP decline while managing risk.",2025-01-30 16:00:00+00:00,-4.7686111396827435e-05,-0.00023247190037536947,10579968.0,-4.7686111396827435e-05,down,True,16,3
down,0.85,-0.01,0.02,105695.32,105800.0,105600.0,"['Recent VWAP downtrend', 'Price below MA5 and MA20', 'High volume with price decrease', 'Historical context showing similar patterns']","The current market window shows a recent VWAP downtrend with the price consistently below both the MA5 and MA20, indicating bearish momentum. The volume is relatively high, yet the price is decreasing, suggesting selling pressure. 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 09:30:00+00:00,-4.7686111396827435e-05,0.0002021628548601051,10448896.0,-4.7686111396827435e-05,down,True,9,4
down,0.85,-0.01,0.02,104273.21,1045.0,1041.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with price decrease', 'Negative price change trend']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. The volume is relatively high, yet the price continues to decrease, suggesting strong selling pressure. Historical similar contexts also show a continuation of the downward VWAP movement. Given these factors, a short position is recommended with a high confidence score.",2025-01-31 09:35:00+00:00,-4.7686111396827435e-05,0.0001828258274677308,10448896.0,-4.7686111396827435e-05,down,True,9,4
down,0.85,-0.01,0.02,104135.84,104300.0,104000.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume spikes followed by low volume', 'Negative price change trend']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. Historical similar contexts also show a continuation of the downward VWAP movement. The recent high volume spikes followed by low volume suggest a lack of buying interest to push prices higher. Given these factors, a further decline in VWAP is expected with moderate confidence. The suggested entry, stop-loss, and take-profit levels are set to capitalize on the expected downward movement while managing risk.",2025-01-31 09:40:00+00:00,-3.687094162035942e-05,0.00023231446782845389,10448896.0,-3.687094162035942e-05,down,True,9,4
down,0.85,-0.01,0.02,104182.56,104300.0,104100.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with negative price change', 'Historical context showing similar patterns']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. The volume is relatively high, yet the price continues to decline, suggesting strong selling pressure. Historical context windows with similar patterns also resulted in a downward VWAP movement. Given these factors, a further decline in VWAP is expected with moderate confidence. The suggested entry, stop-loss, and take-profit levels are set to capitalize on the expected downward movement while managing risk.",2025-01-31 09:45:00+00:00,0.0,0.0001358386204755313,8141209.6,-0.0,down,True,9,4
down,0.85,-0.01,0.02,104142.74,104273.21,104135.84,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with negative price change']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. The volume is relatively high, yet the price continues to decline, suggesting strong selling pressure. Historical similar contexts also show a continuation of the downward VWAP movement. Given these factors, a short position is recommended with a high confidence score.",2025-01-31 09:50:00+00:00,0.0,9.952321788633811e-05,0.0,-0.0,down,True,9,4
down,0.85,-0.01,0.02,104176.18,104300.0,104100.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with price decline', 'Historical context showing similar patterns']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. The volume is relatively high, yet the price continues to decline, suggesting strong selling pressure. Historical context windows with similar patterns also resulted in a downward VWAP movement. Given these factors, a further decline 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 09:55:00+00:00,-3.9409746398211265e-06,-0.00040444853853488505,833126.4,-3.9409746398211265e-06,down,True,9,4
down,0.85,-0.01,0.02,104220.05,104300.0,104150.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume spikes followed by low volume', 'Negative price change trend']","The current market window shows a consistent downward trend in VWAP with the price consistently below both MA5 and MA20, indicating bearish momentum. Historical similar contexts also show a continuation of the downward VWAP movement. The recent high volume spikes followed by low volume suggest a lack of buying interest to push prices higher. 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 10:00:00+00:00,-3.9409746398211265e-06,-0.00028867550278860454,833126.4,-3.9409746398211265e-06,down,True,10,4
down,0.85,-0.01,0.02,104258.75,104300.0,104200.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume spikes followed by low volume', 'Negative price change trend']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. Historical similar contexts also show a continuation of the downward VWAP movement. The recent high volume spikes followed by low volume suggest a lack of buying interest to push prices higher. Given these factors, a further slight decline 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 10:05:00+00:00,-1.2578227915283069e-05,-0.0002691665832900425,2700083.2,-1.2578227915283069e-05,down,True,10,4
down,0.85,-0.01,0.02,104239.54,104300.0,104200.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume spikes followed by low volume', 'Negative price change trend']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. Historical similar contexts also show a continuation of the downward VWAP movement. The recent high volume spikes followed by low volume suggest a lack of buying interest to push prices higher. 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 10:10:00+00:00,-1.2578227915283069e-05,-0.00018040286797135763,2700083.2,-1.2578227915283069e-05,down,True,10,4
down,0.85,-0.01,0.02,104232.78,104300.0,104200.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with no price recovery']","The current market window shows a consistent downward trend in VWAP with no significant recovery in price, despite high volume. Historical similar contexts also indicate a continuation of the downward VWAP movement. The price is below both MA5 and MA20, reinforcing the bearish sentiment. Given these factors, a short position is recommended with a high confidence score.",2025-01-31 10:15:00+00:00,-1.930986315762384e-05,0.00032337413035843365,5182259.2,-1.930986315762384e-05,down,True,10,4
down,0.85,-0.01,0.02,104261.53,104300.0,104200.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'Low volume with no significant spikes']","The current market window shows a consistent downward trend in VWAP with no significant upward corrections, similar to historical windows where VWAP continued to decline. The price is below both MA5 and MA20, indicating bearish momentum. Volume is low, suggesting a lack of buying interest to reverse the trend. Given these factors, a further slight decline 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,-4.6126463147777574e-05,0.0004736689164059893,11073126.4,-4.6126463147777574e-05,down,True,10,4
down,0.85,-0.01,0.02,104090.07,104300.0,103900.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'Low volume with no significant spikes']","The current market window shows a consistent downward trend in VWAP with no significant upward corrections, similar to historical windows where VWAP continued to decline. The price is below both MA5 and MA20, indicating bearish momentum. Volume is low, suggesting a lack of buying pressure to reverse the trend. Given these factors, a further slight decline 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 10:25:00+00:00,-5.890598806543301e-05,0.0006134491213340421,16771481.6,-5.890598806543301e-05,down,True,10,4
down,0.85,-0.01,0.02,104119.09,104273.21,104090.07,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'Low volume with no significant spikes']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. The volume is relatively low, suggesting a lack of buying pressure to reverse the trend. Historical similar contexts also show a continuation of the downward VWAP movement. 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 10:30:00+00:00,-5.9396876816941724e-05,0.00025762139651741567,15028224.0,-5.9396876816941724e-05,down,True,10,4
down,0.85,-0.01,0.02,104120.47,104200.0,104050.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'Low volume with no significant price recovery']","The current market window shows a consistent downward trend in VWAP with no significant recovery in price, despite some minor fluctuations. Historical similar contexts also indicate a continuation of the downward VWAP movement. The price is below both MA5 and MA20, suggesting a bearish trend. Volume remains low, indicating a lack of buying pressure to reverse the trend. Given these factors, a further slight decrease in VWAP is expected with moderate confidence. The suggested entry, stop-loss, and take-profit levels are set to capitalize on the expected downward movement while managing risk.",2025-01-31 10:35:00+00:00,-4.8724266934779825e-05,0.00030469988434478346,15028224.0,-4.8724266934779825e-05,down,True,10,4
down,0.85,-0.01,0.02,104186.16,10425.0,1041.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'Low volume with no significant spikes']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. The volume is low and lacks significant spikes, suggesting a lack of buying interest to reverse the trend. Historical similar contexts also show a continuation of the downward VWAP movement. 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 10:40:00+00:00,-3.183560654065887e-05,0.00031352846959376013,15369011.2,-3.183560654065887e-05,down,True,10,4
down,0.85,-0.01,0.02,104224.77,104300.0,104150.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'Low volume with no significant spikes']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both the MA5 and MA20, indicating bearish momentum. The volume is relatively low, suggesting a lack of buying interest to push prices higher. Historical similar contexts also show a continuation of the downward VWAP movement. Given these factors, a short position is recommended with a high confidence score.",2025-01-31 10:45:00+00:00,-4.1265721340111305e-05,0.0006063911163570745,19102105.6,-4.1265721340111305e-05,down,True,10,4
down,0.85,-0.01,0.02,104316.48,104350.0,104280.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with no significant price recovery']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. The volume has been relatively high, yet there is no significant price recovery, suggesting selling pressure. Historical similar contexts also show a continuation of the downward VWAP movement. 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 10:50:00+00:00,-0.00011466399651877124,0.0009092958450139244,40743731.2,-0.00011466399651877124,down,True,10,4
down,0.85,-0.01,0.02,104376.19,104450.0,104300.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume spikes followed by low volume', 'Negative price change trend']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. Historical similar contexts also show a continuation of the downward VWAP movement. The recent volume spikes followed by low volume suggest a lack of buying interest to reverse the trend. 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 10:55:00+00:00,-0.0001585922863683864,0.0008522513372706819,58378649.6,-0.0001585922863683864,down,True,10,4
down,0.85,-0.01,0.02,104293.48,104376.19,104220.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume spikes followed by low volume', 'Negative price change trend']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. Historical similar contexts also show a continuation of the downward VWAP movement. The recent volume spikes followed by low volume suggest a lack of buying interest to reverse the trend. 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 11:00:00+00:00,-0.00016847226314337105,0.0008220011825032514,67463577.6,-0.00016847226314337105,down,True,11,4
down,0.85,-0.01,0.02,104351.77,104400.0,104300.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume spikes followed by low volume', 'Negative price change trend']","The current market window shows a consistent downward trend in VWAP, with the price consistently below both MA5 and MA20, indicating bearish momentum. Historical similar contexts also show a continuation of the downward VWAP movement. The recent volume spikes followed by low volume suggest a lack of buying interest to reverse the trend. 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 11:05:00+00:00,-0.0001733104226588067,0.0002357391074638282,80257843.2,-0.0001733104226588067,down,True,11,4