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added documentation to analysis.py

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Yasha Sheynin
2025-02-04 15:01:15 -05:00
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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,0.85,0.02,0.03,105162.55,104900.0,105300.0,"['Recent price increase', 'High volume in the last interval', 'MA5 crossing above MA20', 'Previous VWAP movement up']","The current market window shows a strong upward price movement with significant volume, indicating bullish momentum. The MA5 is crossing above the MA20, a bullish signal, and the recent VWAP movement has been upward. Historical similar contexts also show a tendency for VWAP to continue rising after such patterns. Given these factors, a further increase 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.",2025-01-31 15:30:00+00:00,0.0006223595103330148,-0.0007945831827385064,227617177.6,0.0006223595103330148,up,True,15,4
up,0.85,0.02,0.03,105477.88,105162.55,105700.0,"['Recent price increase', 'High volume in the last interval', 'MA5 crossing above MA20', 'Previous VWAP movement up']","The current market window shows a strong upward price movement with significant volume, indicating buying interest. The MA5 is crossing above the MA20, a bullish signal, and the recent VWAP movement has been upward. Historical similar contexts also show a tendency for VWAP to move up after such patterns. 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 15:35:00+00:00,0.0003614422540174633,-0.00023517400595893245,175525888.0,0.0003614422540174633,up,True,15,4
up,0.85,0.15,0.25,105839.16,105477.88,106200.0,"['Recent price increase', 'High volume in the last interval', 'MA5 crossing above MA20', 'Previous VWAP movement up']","The current market window shows a strong upward price movement with significant volume, indicating bullish momentum. The MA5 is crossing above the MA20, a bullish signal, and the recent VWAP movement has been upward. Historical similar contexts also show a tendency for VWAP to continue rising after such patterns. Given these factors, a further increase in VWAP is expected with moderate volatility. The suggested trade levels are set to capitalize on this expected movement while managing risk.",2025-01-31 15:40:00+00:00,-0.0014883077588609683,-0.023308805598208915,166704742.4,-0.0014883077588609683,down,False,15,4
up,0.85,0.12,0.15,105649.51,105477.88,105839.16,"['Recent upward VWAP movement', 'High volume in the last intervals', 'Price consistently 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 entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk.",2025-01-31 15:45:00+00:00,-0.002523906460331682,-0.02349016782276636,188891955.2,-0.002523906460331682,up,True,15,4
up,0.85,0.12,0.15,105731.3,105500.0,105900.0,"['Recent upward price movement', 'High volume in the last intervals', 'MA5 crossing above MA20', 'Previous VWAP movement up']","The current market window shows a strong upward price movement with significant volume, indicating bullish momentum. The MA5 is crossing above the MA20, a bullish signal, and the recent VWAP movements have been upward. 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.",2025-01-31 15:50:00+00:00,-0.0033000420628661042,-0.023140542575743855,137055436.8,-0.0033000420628661042,up,True,15,4
up,0.85,0.12,0.15,105747.66,105600.0,105900.0,"['Recent upward VWAP movement', 'High volume in the last intervals', 'Price consistently above MA5 and MA20', 'Positive price change in recent intervals']","The current market window shows a strong upward trend in both price and VWAP, supported by significant volume increases in the last few intervals. The price is consistently above both the MA5 and MA20, indicating 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 entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk.",2025-01-31 15:55:00+00:00,-0.003939657237668287,-0.023191589248990535,113619763.2,-0.003939657237668287,down,False,15,4
up,0.85,0.05,0.02,105502.82,105400.0,105600.0,"['Recent upward VWAP movement', 'High volume in the last intervals', 'Price consistently 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 entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk.",2025-01-31 16:00:00+00:00,-0.0025478517400487066,-0.00048331237943743943,129640038.4,-0.0025478517400487066,down,False,16,4
up,0.85,0.05,0.02,105549.84,105500.0,105600.0,"['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 recent upward movement in VWAP with significant volume, indicating strong buying interest. The price is above both MA5 and MA20, suggesting a bullish 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 confidence. The suggested entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk.",2025-02-03 09:30:00+00:00,-0.0019624994097485193,-0.0010803548593049106,87098982.4,-0.0019624994097485193,down,False,9,0
down,0.85,-0.1,0.15,95889.89,96050.0,95750.0,"['Recent VWAP downtrend', 'High volume with price drop', 'MA5 below MA20', 'Price significantly below VWAP']","The current market window shows a significant price drop with high volume, indicating strong selling pressure. The VWAP has been in a downtrend, and the MA5 is below the MA20, suggesting bearish momentum. Historical similar contexts also show a continuation of the VWAP downtrend. Given these factors, a further decline in VWAP is expected with moderate volatility. The suggested trade levels are set to capitalize on this expected movement while managing risk.",2025-02-03 09:35:00+00:00,-0.0012690830789904017,-0.0007716002445726788,64921600.0,-0.0012690830789904017,down,True,9,0
down,0.85,-0.2,0.15,95889.89,96050.0,95750.0,"['Consistent downward VWAP movement', 'High volume spikes followed by drops', 'Price consistently below MA5 and MA20', 'Recent significant price drop']","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 drops suggest volatility, but the overall trend remains bearish. Therefore, a short position is recommended with a high confidence score.",2025-02-03 09:40:00+00:00,-0.0007034570128953144,-0.0012592659432294484,45894860.8,-0.0007034570128953144,down,True,9,0
down,0.85,-0.25,0.5,95747.3,95900.0,95500.0,"['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Recent price drop of over 9%']","The current market window shows a consistent downward trend in VWAP, with the last several intervals all indicating a decrease. The price has dropped significantly by over 9% in the last interval, accompanied by high volume, suggesting strong selling pressure. The MA5 is below the MA20, reinforcing the bearish trend. Historical similar contexts also show a continuation of the 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.",2025-02-03 09:45:00+00:00,-0.000574828002260358,-0.001029831006786941,36243046.4,-0.000574828002260358,down,True,9,0
down,0.85,-0.25,0.5,95770.42,95900.0,95600.0,"['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP']","The current market window shows a consistent downward trend in VWAP with high volume, indicating strong selling pressure. The MA5 is below the MA20, reinforcing the bearish sentiment. Historical similar contexts also show a continuation of the downward VWAP movement. Given these factors, a further decline in VWAP is expected with moderate volatility. The suggested trade levels are set to capitalize on this expected movement while managing risk.",2025-02-03 09:50:00+00:00,-0.00040358352154387656,-0.0013037343668237389,20222771.2,-0.00040358352154387656,down,True,9,0
down,0.85,-0.2,0.15,95704.61,95850.0,95650.0,"['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP']","The current market window shows a consistent downward trend in VWAP, with the last several intervals all indicating a decrease. The price is consistently below the VWAP, and the MA5 is below the MA20, suggesting a bearish trend. Additionally, the volume is relatively high, yet the price continues to decrease, indicating strong selling pressure. Historical similar contexts also show a continuation of the downward VWAP movement. Therefore, the prediction is for a continued decrease in VWAP with a high confidence score. The suggested trade levels are set to capitalize on this expected movement while managing risk.",2025-02-03 09:55:00+00:00,-0.001183069623110794,-0.0006894437197721981,43121049.6,-0.001183069623110794,down,True,9,0
down,0.85,-0.2,0.15,95421.43,95600.0,95200.0,"['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP']","The current market window shows a consistent downward trend in VWAP with no significant recovery, despite high trading volumes. The price is consistently below the VWAP and moving averages, indicating a bearish sentiment. Historical similar contexts also show a continuation of the 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.",2025-02-03 10:00:00+00:00,-0.0018789393552591516,-0.0003151991194174919,73936076.8,-0.0018789393552591516,down,True,10,0
down,0.85,-0.1,0.15,95451.79,95600.0,95300.0,"['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP']","The current market window shows a consistent downward trend in VWAP with the last several intervals all indicating a decrease. The price is consistently below the VWAP, and the MA5 is below the MA20, reinforcing a bearish sentiment. Additionally, 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. 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.",2025-02-03 10:05:00+00:00,-0.0017027657433157373,4.63260824656031e-05,77953433.6,-0.0017027657433157373,down,True,10,0
down,0.85,-0.02,0.03,95288.65,95451.79,95100.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with decreasing price', '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 further decline in VWAP is expected with moderate confidence. The suggested trade levels are set to capitalize on this expected movement while managing risk.",2025-02-03 10:10:00+00:00,-0.0023487905895289707,0.001288012249143794,95734988.8,-0.0023487905895289707,down,True,10,0
down,0.85,-0.1,0.15,95310.62,95500.0,95100.0,"['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP']","The current market window shows a consistent downward trend in VWAP with no significant recovery, supported by high volume and decreasing prices. The MA5 is below the MA20, indicating a bearish trend. Historical similar contexts also show a continuation of the 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.",2025-02-03 10:15:00+00:00,-0.001971807712725704,0.00056292364654012,115231948.8,-0.001971807712725704,down,True,10,0
down,0.85,-0.1,0.15,94900.0,95100.0,94700.0,"['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP']","The current market window shows a consistent downward trend in VWAP with no significant recovery, supported by high volume and decreasing prices. The MA5 is below the MA20, indicating a bearish trend. Historical similar contexts also show a continuation of the 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.",2025-02-03 10:20:00+00:00,-0.0014750216378725534,0.0005410348287316902,100075110.4,-0.0014750216378725534,down,True,10,0
down,0.85,-0.2,0.15,95187.62,95300.0,95000.0,"['Consistent downward VWAP movement', 'High volume spikes followed by low volume', 'Price consistently below MA5 and MA20', 'Negative price change trend']","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 consistently below both MA5 and MA20, indicating bearish momentum. High volume spikes followed by low volume suggest a lack of buying interest to reverse the trend. 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.",2025-02-03 10:25:00+00:00,-0.0014159445399825887,0.0005858379518163814,74212966.4,-0.0014159445399825887,down,True,10,0
down,0.85,-0.25,0.02,95167.43,95300.0,95000.0,"['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP']","The current market window shows a consistent downward trend in VWAP with no significant recovery, supported by high volume and decreasing prices. The MA5 is below the MA20, indicating a bearish trend. Historical similar contexts also show a continuation of the 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.",2025-02-03 10:30:00+00:00,-0.0012200658872231207,0.0008953503530998996,93108633.6,-0.0012200658872231207,down,True,10,0
down,0.85,-0.2,0.15,95326.99,95500.0,95100.0,"['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP']","The current market window shows a consistent downward trend in VWAP, with the last several intervals all indicating a decrease. This is supported by high volume during price declines, suggesting strong selling pressure. The MA5 is below the MA20, reinforcing the bearish sentiment. Historical similar contexts also show a continuation of the downward VWAP movement. Given these factors, a further decline in VWAP is expected with moderate confidence. The suggested trade levels are set to capitalize on this expected movement while managing risk.",2025-02-03 10:35:00+00:00,-0.0008366105869009322,0.0008536890851608137,64762675.2,-0.0008366105869009322,down,True,10,0
down,0.85,-0.25,0.02,95413.95,95500.0,95300.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with decreasing VWAP']","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 VWAP continues to decline, suggesting selling pressure. Historical similar contexts also show a continuation of the downward VWAP movement. Therefore, the prediction is for a continued decrease in VWAP with moderate confidence. The suggested trade levels are set to capitalize on this expected movement while managing risk.",2025-02-03 10:40:00+00:00,-0.0005639323130552376,0.0009285983037241041,45288652.8,-0.0005639323130552376,down,True,10,0
down,0.85,-0.2,0.15,95402.02,95500.0,95300.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with decreasing price', '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 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.",2025-02-03 10:45:00+00:00,-0.000652030736258441,0.00018354226197977996,42116710.4,-0.000652030736258441,down,True,10,0
down,0.85,-0.15,0.2,95373.43,95500.0,95250.0,"['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with decreasing price', '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 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.",2025-02-03 10:50:00+00:00,-0.00020585948493839767,-0.0003499241322496849,37386649.6,-0.00020585948493839767,down,True,10,0
down,0.85,-0.15,0.02,95550.43,95700.0,95300.0,"['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 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.",2025-02-03 10:55:00+00:00,-0.00018653265228404936,-0.0005172907432183516,11909529.6,-0.00018653265228404936,down,True,10,0
down,0.85,-0.15,0.2,95755.89,95900.0,95500.0,"['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 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.",2025-02-03 11:00:00+00:00,-0.00018613816012744144,-0.0008798446564309004,10787225.6,-0.00018613816012744144,down,True,11,0
down,0.85,-0.02,0.03,95727.96,95850.0,95600.0,"['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 entry, stop-loss, and take-profit levels are set to capitalize on the expected downward movement while managing risk.",2025-02-03 11:05:00+00:00,-3.97494213372207e-06,-0.0008143953928873848,10764288.0,-3.97494213372207e-06,down,True,11,0
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 105162.55 104900.0 105300.0 ['Recent price increase', 'High volume in the last interval', 'MA5 crossing above MA20', 'Previous VWAP movement up'] The current market window shows a strong upward price movement with significant volume, indicating bullish momentum. The MA5 is crossing above the MA20, a bullish signal, and the recent VWAP movement has been upward. Historical similar contexts also show a tendency for VWAP to continue rising after such patterns. Given these factors, a further increase 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. 2025-01-31 15:30:00+00:00 0.0006223595103330148 -0.0007945831827385064 227617177.6 0.0006223595103330148 up True 15 4
3 up 0.85 0.02 0.03 105477.88 105162.55 105700.0 ['Recent price increase', 'High volume in the last interval', 'MA5 crossing above MA20', 'Previous VWAP movement up'] The current market window shows a strong upward price movement with significant volume, indicating buying interest. The MA5 is crossing above the MA20, a bullish signal, and the recent VWAP movement has been upward. Historical similar contexts also show a tendency for VWAP to move up after such patterns. 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 15:35:00+00:00 0.0003614422540174633 -0.00023517400595893245 175525888.0 0.0003614422540174633 up True 15 4
4 up 0.85 0.15 0.25 105839.16 105477.88 106200.0 ['Recent price increase', 'High volume in the last interval', 'MA5 crossing above MA20', 'Previous VWAP movement up'] The current market window shows a strong upward price movement with significant volume, indicating bullish momentum. The MA5 is crossing above the MA20, a bullish signal, and the recent VWAP movement has been upward. Historical similar contexts also show a tendency for VWAP to continue rising after such patterns. Given these factors, a further increase in VWAP is expected with moderate volatility. The suggested trade levels are set to capitalize on this expected movement while managing risk. 2025-01-31 15:40:00+00:00 -0.0014883077588609683 -0.023308805598208915 166704742.4 -0.0014883077588609683 down False 15 4
5 up 0.85 0.12 0.15 105649.51 105477.88 105839.16 ['Recent upward VWAP movement', 'High volume in the last intervals', 'Price consistently 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 entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk. 2025-01-31 15:45:00+00:00 -0.002523906460331682 -0.02349016782276636 188891955.2 -0.002523906460331682 up True 15 4
6 up 0.85 0.12 0.15 105731.3 105500.0 105900.0 ['Recent upward price movement', 'High volume in the last intervals', 'MA5 crossing above MA20', 'Previous VWAP movement up'] The current market window shows a strong upward price movement with significant volume, indicating bullish momentum. The MA5 is crossing above the MA20, a bullish signal, and the recent VWAP movements have been upward. 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. 2025-01-31 15:50:00+00:00 -0.0033000420628661042 -0.023140542575743855 137055436.8 -0.0033000420628661042 up True 15 4
7 up 0.85 0.12 0.15 105747.66 105600.0 105900.0 ['Recent upward VWAP movement', 'High volume in the last intervals', 'Price consistently above MA5 and MA20', 'Positive price change in recent intervals'] The current market window shows a strong upward trend in both price and VWAP, supported by significant volume increases in the last few intervals. The price is consistently above both the MA5 and MA20, indicating 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 entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk. 2025-01-31 15:55:00+00:00 -0.003939657237668287 -0.023191589248990535 113619763.2 -0.003939657237668287 down False 15 4
8 up 0.85 0.05 0.02 105502.82 105400.0 105600.0 ['Recent upward VWAP movement', 'High volume in the last intervals', 'Price consistently 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 entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk. 2025-01-31 16:00:00+00:00 -0.0025478517400487066 -0.00048331237943743943 129640038.4 -0.0025478517400487066 down False 16 4
9 up 0.85 0.05 0.02 105549.84 105500.0 105600.0 ['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 recent upward movement in VWAP with significant volume, indicating strong buying interest. The price is above both MA5 and MA20, suggesting a bullish 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 confidence. The suggested entry, stop-loss, and take-profit levels are set to capitalize on this expected movement while managing risk. 2025-02-03 09:30:00+00:00 -0.0019624994097485193 -0.0010803548593049106 87098982.4 -0.0019624994097485193 down False 9 0
10 down 0.85 -0.1 0.15 95889.89 96050.0 95750.0 ['Recent VWAP downtrend', 'High volume with price drop', 'MA5 below MA20', 'Price significantly below VWAP'] The current market window shows a significant price drop with high volume, indicating strong selling pressure. The VWAP has been in a downtrend, and the MA5 is below the MA20, suggesting bearish momentum. Historical similar contexts also show a continuation of the VWAP downtrend. Given these factors, a further decline in VWAP is expected with moderate volatility. The suggested trade levels are set to capitalize on this expected movement while managing risk. 2025-02-03 09:35:00+00:00 -0.0012690830789904017 -0.0007716002445726788 64921600.0 -0.0012690830789904017 down True 9 0
11 down 0.85 -0.2 0.15 95889.89 96050.0 95750.0 ['Consistent downward VWAP movement', 'High volume spikes followed by drops', 'Price consistently below MA5 and MA20', 'Recent significant price drop'] 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 drops suggest volatility, but the overall trend remains bearish. Therefore, a short position is recommended with a high confidence score. 2025-02-03 09:40:00+00:00 -0.0007034570128953144 -0.0012592659432294484 45894860.8 -0.0007034570128953144 down True 9 0
12 down 0.85 -0.25 0.5 95747.3 95900.0 95500.0 ['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Recent price drop of over 9%'] The current market window shows a consistent downward trend in VWAP, with the last several intervals all indicating a decrease. The price has dropped significantly by over 9% in the last interval, accompanied by high volume, suggesting strong selling pressure. The MA5 is below the MA20, reinforcing the bearish trend. Historical similar contexts also show a continuation of the 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. 2025-02-03 09:45:00+00:00 -0.000574828002260358 -0.001029831006786941 36243046.4 -0.000574828002260358 down True 9 0
13 down 0.85 -0.25 0.5 95770.42 95900.0 95600.0 ['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP'] The current market window shows a consistent downward trend in VWAP with high volume, indicating strong selling pressure. The MA5 is below the MA20, reinforcing the bearish sentiment. Historical similar contexts also show a continuation of the downward VWAP movement. Given these factors, a further decline in VWAP is expected with moderate volatility. The suggested trade levels are set to capitalize on this expected movement while managing risk. 2025-02-03 09:50:00+00:00 -0.00040358352154387656 -0.0013037343668237389 20222771.2 -0.00040358352154387656 down True 9 0
14 down 0.85 -0.2 0.15 95704.61 95850.0 95650.0 ['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP'] The current market window shows a consistent downward trend in VWAP, with the last several intervals all indicating a decrease. The price is consistently below the VWAP, and the MA5 is below the MA20, suggesting a bearish trend. Additionally, the volume is relatively high, yet the price continues to decrease, indicating strong selling pressure. Historical similar contexts also show a continuation of the downward VWAP movement. Therefore, the prediction is for a continued decrease in VWAP with a high confidence score. The suggested trade levels are set to capitalize on this expected movement while managing risk. 2025-02-03 09:55:00+00:00 -0.001183069623110794 -0.0006894437197721981 43121049.6 -0.001183069623110794 down True 9 0
15 down 0.85 -0.2 0.15 95421.43 95600.0 95200.0 ['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP'] The current market window shows a consistent downward trend in VWAP with no significant recovery, despite high trading volumes. The price is consistently below the VWAP and moving averages, indicating a bearish sentiment. Historical similar contexts also show a continuation of the 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. 2025-02-03 10:00:00+00:00 -0.0018789393552591516 -0.0003151991194174919 73936076.8 -0.0018789393552591516 down True 10 0
16 down 0.85 -0.1 0.15 95451.79 95600.0 95300.0 ['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP'] The current market window shows a consistent downward trend in VWAP with the last several intervals all indicating a decrease. The price is consistently below the VWAP, and the MA5 is below the MA20, reinforcing a bearish sentiment. Additionally, 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. 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. 2025-02-03 10:05:00+00:00 -0.0017027657433157373 4.63260824656031e-05 77953433.6 -0.0017027657433157373 down True 10 0
17 down 0.85 -0.02 0.03 95288.65 95451.79 95100.0 ['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with decreasing price', '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 further decline in VWAP is expected with moderate confidence. The suggested trade levels are set to capitalize on this expected movement while managing risk. 2025-02-03 10:10:00+00:00 -0.0023487905895289707 0.001288012249143794 95734988.8 -0.0023487905895289707 down True 10 0
18 down 0.85 -0.1 0.15 95310.62 95500.0 95100.0 ['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP'] The current market window shows a consistent downward trend in VWAP with no significant recovery, supported by high volume and decreasing prices. The MA5 is below the MA20, indicating a bearish trend. Historical similar contexts also show a continuation of the 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. 2025-02-03 10:15:00+00:00 -0.001971807712725704 0.00056292364654012 115231948.8 -0.001971807712725704 down True 10 0
19 down 0.85 -0.1 0.15 94900.0 95100.0 94700.0 ['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP'] The current market window shows a consistent downward trend in VWAP with no significant recovery, supported by high volume and decreasing prices. The MA5 is below the MA20, indicating a bearish trend. Historical similar contexts also show a continuation of the 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. 2025-02-03 10:20:00+00:00 -0.0014750216378725534 0.0005410348287316902 100075110.4 -0.0014750216378725534 down True 10 0
20 down 0.85 -0.2 0.15 95187.62 95300.0 95000.0 ['Consistent downward VWAP movement', 'High volume spikes followed by low volume', 'Price consistently below MA5 and MA20', 'Negative price change trend'] 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 consistently below both MA5 and MA20, indicating bearish momentum. High volume spikes followed by low volume suggest a lack of buying interest to reverse the trend. 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. 2025-02-03 10:25:00+00:00 -0.0014159445399825887 0.0005858379518163814 74212966.4 -0.0014159445399825887 down True 10 0
21 down 0.85 -0.25 0.02 95167.43 95300.0 95000.0 ['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP'] The current market window shows a consistent downward trend in VWAP with no significant recovery, supported by high volume and decreasing prices. The MA5 is below the MA20, indicating a bearish trend. Historical similar contexts also show a continuation of the 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. 2025-02-03 10:30:00+00:00 -0.0012200658872231207 0.0008953503530998996 93108633.6 -0.0012200658872231207 down True 10 0
22 down 0.85 -0.2 0.15 95326.99 95500.0 95100.0 ['Consistent downward VWAP movement', 'High volume with decreasing price', 'MA5 below MA20 indicating bearish trend', 'Price consistently below VWAP'] The current market window shows a consistent downward trend in VWAP, with the last several intervals all indicating a decrease. This is supported by high volume during price declines, suggesting strong selling pressure. The MA5 is below the MA20, reinforcing the bearish sentiment. Historical similar contexts also show a continuation of the downward VWAP movement. Given these factors, a further decline in VWAP is expected with moderate confidence. The suggested trade levels are set to capitalize on this expected movement while managing risk. 2025-02-03 10:35:00+00:00 -0.0008366105869009322 0.0008536890851608137 64762675.2 -0.0008366105869009322 down True 10 0
23 down 0.85 -0.25 0.02 95413.95 95500.0 95300.0 ['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with decreasing VWAP'] 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 VWAP continues to decline, suggesting selling pressure. Historical similar contexts also show a continuation of the downward VWAP movement. Therefore, the prediction is for a continued decrease in VWAP with moderate confidence. The suggested trade levels are set to capitalize on this expected movement while managing risk. 2025-02-03 10:40:00+00:00 -0.0005639323130552376 0.0009285983037241041 45288652.8 -0.0005639323130552376 down True 10 0
24 down 0.85 -0.2 0.15 95402.02 95500.0 95300.0 ['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with decreasing price', '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 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. 2025-02-03 10:45:00+00:00 -0.000652030736258441 0.00018354226197977996 42116710.4 -0.000652030736258441 down True 10 0
25 down 0.85 -0.15 0.2 95373.43 95500.0 95250.0 ['Consistent downward VWAP movement', 'Price below MA5 and MA20', 'High volume with decreasing price', '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 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. 2025-02-03 10:50:00+00:00 -0.00020585948493839767 -0.0003499241322496849 37386649.6 -0.00020585948493839767 down True 10 0
26 down 0.85 -0.15 0.02 95550.43 95700.0 95300.0 ['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 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. 2025-02-03 10:55:00+00:00 -0.00018653265228404936 -0.0005172907432183516 11909529.6 -0.00018653265228404936 down True 10 0
27 down 0.85 -0.15 0.2 95755.89 95900.0 95500.0 ['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 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. 2025-02-03 11:00:00+00:00 -0.00018613816012744144 -0.0008798446564309004 10787225.6 -0.00018613816012744144 down True 11 0
28 down 0.85 -0.02 0.03 95727.96 95850.0 95600.0 ['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 entry, stop-loss, and take-profit levels are set to capitalize on the expected downward movement while managing risk. 2025-02-03 11:05:00+00:00 -3.97494213372207e-06 -0.0008143953928873848 10764288.0 -3.97494213372207e-06 down True 11 0
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