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Keys stringlengths 12 16	Trend_smr stringlengths 2.07k 2.29k	Volume_smr stringlengths 2.06k 2.18k	Volatility_smr stringlengths 1.37k 1.49k	Momentum_smr stringlengths 2.4k 2.73k	ShortPct float64 -90.5 1.2k	MediumPct float64 -98.13 1.89k	LongPct float64 -99.56 2.04k
APH_2021-09-01	MACD Analysis from 2021-06-03 to 2021-09-01 Initial MACD: 0.11 Initial MACD Signal: 0.02 Final MACD: 0.65 Final MACD Signal: 0.63 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (MACD Signal): 48 (75.00) Bearish Days (MACD Signal): 16 (25.00) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-06-03 to 2021-09-01 Latest Tendency: 36.80 SMA10 Above SMA25: 36.50 35.87 (Shortterm Bullish) SMA25 Above SMA100: 35.87 33.52 (Mediumterm Bullish) SMA100 Above SMA200: 33.52 32.41 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-06-03 to 2021-09-01 Initial ADX: 9.09 Final ADX: 37.52 Initial DI: 21.63 Final DI: 32.41 Initial DI: 22.92 Final DI: 12.32 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (DI DI): 52 (81.25) Bearish Days (DI DI): 12 (18.75) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2021-06-03 to 2021-09-01 Latest Price: 36.80 TenkanSen: 36.45 KijunSen: 35.59 Senkou Span A: 33.17 Senkou Span B: 32.61 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-06-03 to 2021-09-01) Closing Price Summary: Latest Close Price: 36.80 Lowest Close: 31.88 Highest Close: 37.08 Overall Price Trend: Uptrend Price Trend: Uptrend (12.44 change in this period) VWAP Analysis from 2021-06-03 to 2021-09-01 Initial VWAP: 19.58 Final VWAP: 20.08 Initial Close Price: 32.73 Final Close Price: 36.80 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (Above VWAP): 64 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-06-03 to 2021-09-01 OBV Trend: Increasing (3) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (OBV Rising): 35 (55.56) Bearish Days (OBV Falling): 28 (44.44) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-06-03 to 2021-09-01 CMF Trend: Increasing (1439.23) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 64 Bullish CMF Days (Buying Pressure): 44 (68.75) Bearish CMF Days (Selling Pressure): 20 (31.25) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-06-03 to 2021-09-01 Initial AD Line: 156.00 Final AD Line: 163.00 AD Line Trend: Increasing (4.49) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (AD Line Rising): 35 (55.56) Bearish Days (AD Line Falling): 28 (44.44) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.40 Average ATR: 0.47 Keltner Channel Market Analysis Initial State (2021-06-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-09-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 17 (26.56) Downtrend Days: 0 (0.00) Consolidation Days: 47 (73.44) Donchian Channel Market Analysis Initial State (2021-06-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-09-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 64 (100.00) Bollinger Bands Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): Price within Bollinger Bands NeutralRangebound Market Final State (2021-09-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 64 Bullish Breakout Days: 8 (12.50) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 56 (87.50) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2021-09-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 27 (42.19) Oversold Days: 0 (0.00) Neutral RSI Days: 37 (57.81) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2021-09-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 36 (56.25) Oversold Days: 3 (4.69) Neutral Stochastic Days: 25 (39.06) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-09-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 16 (25.00) Oversold Days: 1 (1.56) Neutral CCI Days: 47 (73.44) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2021-09-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 36 (56.25) Oversold Days: 3 (4.69) Neutral Williams R Days: 25 (39.06) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-2.08	10.6	0.96
APH_2021-10-01	MACD Analysis from 2021-07-06 to 2021-10-01 Initial MACD: 0.24 Initial MACD Signal: 0.16 Final MACD: 0.04 Final MACD Signal: 0.19 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 36 (57.14) Bearish Days (MACD Signal): 27 (42.86) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-07-06 to 2021-10-01 Latest Tendency: 36.03 SMA10 Below SMA25: 36.39 36.59 (Shortterm Bearish) SMA25 Above SMA100: 36.59 34.37 (Mediumterm Bullish) SMA100 Above SMA200: 34.37 32.97 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-07-06 to 2021-10-01 Initial ADX: 9.01 Final ADX: 22.48 Initial DI: 27.17 Final DI: 17.27 Initial DI: 22.21 Final DI: 28.73 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 54 (85.71) Bearish Days (DI DI): 9 (14.29) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-07-06 to 2021-10-01 Latest Price: 36.03 TenkanSen: 36.40 KijunSen: 36.40 Senkou Span A: 35.40 Senkou Span B: 34.13 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Neutral Signal: TenkanSen and KijunSen are aligned No clear momentum shift Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-07-06 to 2021-10-01) Closing Price Summary: Latest Close Price: 36.03 Lowest Close: 32.48 Highest Close: 37.42 Overall Price Trend: Uptrend Price Trend: Uptrend (7.85 change in this period) VWAP Analysis from 2021-07-06 to 2021-10-01 Initial VWAP: 19.74 Final VWAP: 20.27 Initial Close Price: 33.41 Final Close Price: 36.03 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-07-06 to 2021-10-01 OBV Trend: Increasing (0) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 34 (54.84) Bearish Days (OBV Falling): 28 (45.16) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-07-06 to 2021-10-01 CMF Trend: Decreasing (406.53) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 54 (85.71) Bearish CMF Days (Selling Pressure): 9 (14.29) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-07-06 to 2021-10-01 Initial AD Line: 156.00 Final AD Line: 162.00 AD Line Trend: Increasing (3.85) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 34 (54.84) Bearish Days (AD Line Falling): 28 (45.16) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.72 Average ATR: 0.48 Keltner Channel Market Analysis Initial State (2021-07-06): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-10-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 18 (28.57) Downtrend Days: 0 (0.00) Consolidation Days: 45 (71.43) Donchian Channel Market Analysis Initial State (2021-07-06): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-10-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): Price within Bollinger Bands NeutralRangebound Market Final State (2021-10-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 6 (9.52) Bearish Breakdown Days: 3 (4.76) Rangebound Days: 54 (85.71) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-10-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 24 (38.10) Oversold Days: 0 (0.00) Neutral RSI Days: 39 (61.90) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2021-10-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 34 (53.97) Oversold Days: 5 (7.94) Neutral Stochastic Days: 24 (38.10) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): CCI above 100 Overbought (Potential Sell Signal) Final State (2021-10-01): CCI below 100 Oversold (Potential Buy Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 13 (20.63) Oversold Days: 3 (4.76) Neutral CCI Days: 47 (74.60) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2021-10-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 34 (53.97) Oversold Days: 5 (7.94) Neutral Williams R Days: 24 (38.10) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	3.15	10.33	-4.21
APH_2021-11-01	MACD Analysis from 2021-08-03 to 2021-11-01 Initial MACD: 0.54 Initial MACD Signal: 0.37 Final MACD: 0.26 Final MACD Signal: 0.32 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (MACD Signal): 31 (48.44) Bearish Days (MACD Signal): 33 (51.56) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-08-03 to 2021-11-01 Latest Tendency: 37.17 SMA10 Above SMA25: 37.62 36.81 (Shortterm Bullish) SMA25 Above SMA100: 36.81 35.36 (Mediumterm Bullish) SMA100 Above SMA200: 35.36 33.53 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-08-03 to 2021-11-01 Initial ADX: 18.06 Final ADX: 16.92 Initial DI: 38.59 Final DI: 26.49 Initial DI: 16.24 Final DI: 27.06 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (DI DI): 47 (73.44) Bearish Days (DI DI): 17 (26.56) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-08-03 to 2021-11-01 Latest Price: 37.17 TenkanSen: 37.54 KijunSen: 36.98 Senkou Span A: 36.42 Senkou Span B: 34.85 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-08-03 to 2021-11-01) Closing Price Summary: Latest Close Price: 37.17 Lowest Close: 35.37 Highest Close: 38.39 Overall Price Trend: Uptrend Price Trend: Uptrend (4.44 change in this period) VWAP Analysis from 2021-08-03 to 2021-11-01 Initial VWAP: 19.94 Final VWAP: 20.41 Initial Close Price: 35.59 Final Close Price: 37.17 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (Above VWAP): 64 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-08-03 to 2021-11-01 OBV Trend: Increasing (2) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (OBV Rising): 36 (57.14) Bearish Days (OBV Falling): 27 (42.86) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-08-03 to 2021-11-01 CMF Trend: Increasing (58.43) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 64 Bullish CMF Days (Buying Pressure): 42 (65.62) Bearish CMF Days (Selling Pressure): 22 (34.38) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-08-03 to 2021-11-01 Initial AD Line: 158.00 Final AD Line: 167.00 AD Line Trend: Increasing (5.70) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (AD Line Rising): 36 (57.14) Bearish Days (AD Line Falling): 27 (42.86) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.61 Average ATR: 0.53 Keltner Channel Market Analysis Initial State (2021-08-03): Price above Keltner Upper Band Strong Uptrend Final State (2021-11-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 19 (29.69) Downtrend Days: 0 (0.00) Consolidation Days: 45 (70.31) Donchian Channel Market Analysis Initial State (2021-08-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-11-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 64 (100.00) Bollinger Bands Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): Price above Bollinger Upper Band Strong Uptrend Final State (2021-11-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 64 Bullish Breakout Days: 5 (7.81) Bearish Breakdown Days: 3 (4.69) Rangebound Days: 56 (87.50) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-11-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 27 (42.19) Oversold Days: 0 (0.00) Neutral RSI Days: 37 (57.81) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2021-11-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 31 (48.44) Oversold Days: 4 (6.25) Neutral Stochastic Days: 29 (45.31) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): CCI above 100 Overbought (Potential Sell Signal) Final State (2021-11-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 12 (18.75) Oversold Days: 3 (4.69) Neutral CCI Days: 49 (76.56) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2021-11-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 31 (48.44) Oversold Days: 4 (6.25) Neutral Williams R Days: 29 (45.31) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	3.94	4.19	-10.63
APH_2021-12-01	MACD Analysis from 2021-09-02 to 2021-12-01 Initial MACD: 0.65 Initial MACD Signal: 0.63 Final MACD: 0.43 Final MACD Signal: 0.75 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 28 (44.44) Bearish Days (MACD Signal): 35 (55.56) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-09-02 to 2021-12-01 Latest Tendency: 38.63 SMA10 Above SMA25: 40.24 39.39 (Shortterm Bullish) SMA25 Above SMA100: 39.39 36.80 (Mediumterm Bullish) SMA100 Above SMA200: 36.80 34.43 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-09-02 to 2021-12-01 Initial ADX: 38.15 Final ADX: 27.66 Initial DI: 31.86 Final DI: 20.05 Initial DI: 11.69 Final DI: 26.95 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 43 (68.25) Bearish Days (DI DI): 20 (31.75) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2021-09-02 to 2021-12-01 Latest Price: 38.63 TenkanSen: 40.09 KijunSen: 38.97 Senkou Span A: 37.03 Senkou Span B: 36.95 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-09-02 to 2021-12-01) Closing Price Summary: Latest Close Price: 38.63 Lowest Close: 35.37 Highest Close: 41.12 Overall Price Trend: Uptrend Price Trend: Uptrend (4.30 change in this period) VWAP Analysis from 2021-09-02 to 2021-12-01 Initial VWAP: 20.08 Final VWAP: 20.60 Initial Close Price: 37.04 Final Close Price: 38.63 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-09-02 to 2021-12-01 OBV Trend: Increasing (2) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 35 (56.45) Bearish Days (OBV Falling): 26 (41.94) Neutral Days: 1 (1.61) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-09-02 to 2021-12-01 CMF Trend: Decreasing (71.29) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 41 (65.08) Bearish CMF Days (Selling Pressure): 22 (34.92) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-09-02 to 2021-12-01 Initial AD Line: 164.00 Final AD Line: 173.00 AD Line Trend: Increasing (5.49) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 35 (56.45) Bearish Days (AD Line Falling): 26 (41.94) Neutral Days: 1 (1.61) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.82 Average ATR: 0.61 Keltner Channel Market Analysis Initial State (2021-09-02): Price above Keltner Upper Band Strong Uptrend Final State (2021-12-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 15 (23.81) Downtrend Days: 0 (0.00) Consolidation Days: 48 (76.19) Donchian Channel Market Analysis Initial State (2021-09-02): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-12-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): Price within Bollinger Bands NeutralRangebound Market Final State (2021-12-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 5 (7.94) Bearish Breakdown Days: 3 (4.76) Rangebound Days: 55 (87.30) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): RSI above 70 Overbought (Potential Sell Signal) Final State (2021-12-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 16 (25.40) Oversold Days: 0 (0.00) Neutral RSI Days: 47 (74.60) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2021-12-01): Stoch_K below 20 Oversold (Potential Buy Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 25 (39.68) Oversold Days: 7 (11.11) Neutral Stochastic Days: 31 (49.21) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 3 (4.76) Neutral CCI Days: 42 (66.67) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): Williams R above 20 Overbought (Potential Sell Signal) Final State (2021-12-01): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 25 (39.68) Oversold Days: 7 (11.11) Neutral Williams R Days: 31 (49.21) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	9.6	-7.75	-20.71
APH_2022-01-01	MACD Analysis from 2021-10-04 to 2021-12-31 Initial MACD: 0.03 Initial MACD Signal: 0.14 Final MACD: 0.69 Final MACD Signal: 0.51 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 31 (50.00) Bearish Days (MACD Signal): 31 (50.00) Neutral Days: 0 (0.00) Overall MACD Trend: NeutralIndecisive Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-10-04 to 2021-12-31 Latest Tendency: 42.34 SMA10 Above SMA25: 41.25 40.45 (Shortterm Bullish) SMA25 Above SMA100: 40.45 38.14 (Mediumterm Bullish) SMA100 Above SMA200: 38.14 35.48 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-10-04 to 2021-12-31 Initial ADX: 22.66 Final ADX: 19.39 Initial DI: 15.93 Final DI: 33.65 Initial DI: 26.51 Final DI: 16.62 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 40 (64.52) Bearish Days (DI DI): 22 (35.48) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-10-04 to 2021-12-31 Latest Price: 42.34 TenkanSen: 40.79 KijunSen: 40.72 Senkou Span A: 39.77 Senkou Span B: 38.41 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-10-04 to 2021-12-31) Closing Price Summary: Latest Close Price: 42.34 Lowest Close: 35.52 Highest Close: 42.57 Overall Price Trend: Uptrend Price Trend: Uptrend (19.22 change in this period) VWAP Analysis from 2021-10-04 to 2021-12-31 Initial VWAP: 20.28 Final VWAP: 20.76 Initial Close Price: 35.52 Final Close Price: 42.34 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-10-04 to 2021-12-31 OBV Trend: Increasing (8) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 39 (63.93) Bearish Days (OBV Falling): 21 (34.43) Neutral Days: 1 (1.64) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-10-04 to 2021-12-31 CMF Trend: Increasing (149.23) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 31 (50.00) Bearish CMF Days (Selling Pressure): 31 (50.00) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Neutral Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-10-04 to 2021-12-31 Initial AD Line: 161.00 Final AD Line: 178.00 AD Line Trend: Increasing (10.56) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 38 (62.30) Bearish Days (AD Line Falling): 21 (34.43) Neutral Days: 2 (3.28) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.79 Average ATR: 0.72 Keltner Channel Market Analysis Initial State (2021-10-04): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-12-31): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 16 (25.81) Downtrend Days: 0 (0.00) Consolidation Days: 46 (74.19) Donchian Channel Market Analysis Initial State (2021-10-04): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-12-31): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): Price within Bollinger Bands NeutralRangebound Market Final State (2021-12-31): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 8 (12.90) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 54 (87.10) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-12-31): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 14 (22.58) Oversold Days: 0 (0.00) Neutral RSI Days: 48 (77.42) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2021-12-31): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 28 (45.16) Oversold Days: 4 (6.45) Neutral Stochastic Days: 30 (48.39) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): CCI below 100 Oversold (Potential Buy Signal) Final State (2021-12-31): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 24 (38.71) Oversold Days: 2 (3.23) Neutral CCI Days: 36 (58.06) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): Williams R below 80 Oversold (Potential Buy Signal) Final State (2021-12-31): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 28 (45.16) Oversold Days: 4 (6.45) Neutral Williams R Days: 30 (48.39) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-8.53	-16.85	-20.11
APH_2022-02-01	MACD Analysis from 2021-11-03 to 2022-02-01 Initial MACD: 0.29 Initial MACD Signal: 0.30 Final MACD: 0.79 Final MACD Signal: 0.75 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 24 (39.34) Bearish Days (MACD Signal): 37 (60.66) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-11-03 to 2022-02-01 Latest Tendency: 38.30 SMA10 Below SMA25: 37.47 39.50 (Shortterm Bearish) SMA25 Above SMA100: 39.50 38.69 (Mediumterm Bullish) SMA100 Above SMA200: 38.69 36.21 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2021-11-03 to 2022-02-01 Initial ADX: 15.89 Final ADX: 24.31 Initial DI: 27.11 Final DI: 22.11 Initial DI: 22.44 Final DI: 25.37 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 34 (55.74) Bearish Days (DI DI): 27 (44.26) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-11-03 to 2022-02-01 Latest Price: 38.30 TenkanSen: 37.33 KijunSen: 39.36 Senkou Span A: 40.10 Senkou Span B: 38.51 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2021-11-03 to 2022-02-01) Closing Price Summary: Latest Close Price: 38.30 Lowest Close: 36.32 Highest Close: 42.57 Overall Price Trend: Uptrend Price Trend: Uptrend (1.20 change in this period) VWAP Analysis from 2021-11-03 to 2022-02-01 Initial VWAP: 20.43 Final VWAP: 20.98 Initial Close Price: 37.85 Final Close Price: 38.30 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 61 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-11-03 to 2022-02-01 OBV Trend: Increasing (0) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 32 (53.33) Bearish Days (OBV Falling): 27 (45.00) Neutral Days: 1 (1.67) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-11-03 to 2022-02-01 CMF Trend: Decreasing (220.77) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 28 (45.90) Bearish CMF Days (Selling Pressure): 33 (54.10) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-11-03 to 2022-02-01 Initial AD Line: 169.00 Final AD Line: 173.00 AD Line Trend: Increasing (2.37) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 31 (51.67) Bearish Days (AD Line Falling): 27 (45.00) Neutral Days: 2 (3.33) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis High Volatility: ATR is significantly above average. Latest ATR: 1.23 Average ATR: 0.80 Keltner Channel Market Analysis Initial State (2021-11-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-02-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 14 (22.95) Downtrend Days: 7 (11.48) Consolidation Days: 40 (65.57) Donchian Channel Market Analysis Initial State (2021-11-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-02-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-02-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 7 (11.48) Bearish Breakdown Days: 1 (1.64) Rangebound Days: 53 (86.89) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-02-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 9 (14.75) Oversold Days: 10 (16.39) Neutral RSI Days: 42 (68.85) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-02-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 21 (34.43) Oversold Days: 13 (21.31) Neutral Stochastic Days: 27 (44.26) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-02-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 17 (27.87) Oversold Days: 9 (14.75) Neutral CCI Days: 35 (57.38) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-02-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 21 (34.43) Oversold Days: 13 (21.31) Neutral Williams R Days: 27 (44.26) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-3.49	-13.03	0.7
APH_2022-03-01	MACD Analysis from 2021-12-01 to 2022-03-01 Initial MACD: 0.43 Initial MACD Signal: 0.75 Final MACD: 0.62 Final MACD Signal: 0.63 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (MACD Signal): 19 (31.67) Bearish Days (MACD Signal): 41 (68.33) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-12-01 to 2022-03-01 Latest Tendency: 35.88 SMA10 Below SMA25: 36.61 37.23 (Shortterm Bearish) SMA25 Below SMA100: 37.23 38.85 (Mediumterm Bearish) SMA100 Above SMA200: 38.85 36.67 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2021-12-01 to 2022-03-01 Initial ADX: 27.66 Final ADX: 25.73 Initial DI: 20.05 Final DI: 15.18 Initial DI: 26.95 Final DI: 32.92 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (DI DI): 17 (28.33) Bearish Days (DI DI): 43 (71.67) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2021-12-01 to 2022-03-01 Latest Price: 35.88 TenkanSen: 35.92 KijunSen: 36.71 Senkou Span A: 39.44 Senkou Span B: 40.03 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2021-12-01 to 2022-03-01) Closing Price Summary: Latest Close Price: 35.88 Lowest Close: 35.67 Highest Close: 42.57 Overall Price Trend: Downtrend Price Trend: Downtrend (7.11 change in this period) VWAP Analysis from 2021-12-01 to 2022-03-01 Initial VWAP: 20.60 Final VWAP: 21.16 Initial Close Price: 38.63 Final Close Price: 35.88 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (Above VWAP): 60 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-12-01 to 2022-03-01 OBV Trend: Decreasing (1) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 59 Bullish Days (OBV Rising): 30 (50.85) Bearish Days (OBV Falling): 29 (49.15) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-12-01 to 2022-03-01 CMF Trend: Decreasing (89.88) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 60 Bullish CMF Days (Buying Pressure): 14 (23.33) Bearish CMF Days (Selling Pressure): 46 (76.67) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-12-01 to 2022-03-01 Initial AD Line: 173.00 Final AD Line: 172.00 AD Line Trend: Decreasing (0.58) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 59 Bullish Days (AD Line Rising): 29 (49.15) Bearish Days (AD Line Falling): 29 (49.15) Neutral Days: 1 (1.69) Overall AD Line Trend: Neutral Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.06 Average ATR: 0.93 Keltner Channel Market Analysis Initial State (2021-12-01): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-03-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 60 Uptrend Days: 3 (5.00) Downtrend Days: 7 (11.67) Consolidation Days: 50 (83.33) Donchian Channel Market Analysis Initial State (2021-12-01): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-03-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 60 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 60 (100.00) Bollinger Bands Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): Price within Bollinger Bands NeutralRangebound Market Final State (2022-03-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 60 Bullish Breakout Days: 3 (5.00) Bearish Breakdown Days: 1 (1.67) Rangebound Days: 56 (93.33) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-03-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 60 Overbought Days: 0 (0.00) Oversold Days: 11 (18.33) Neutral RSI Days: 49 (81.67) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2022-03-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 60 Overbought Days: 9 (15.00) Oversold Days: 16 (26.67) Neutral Stochastic Days: 35 (58.33) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-03-01): CCI below 100 Oversold (Potential Buy Signal) CCI Trend Summary Total Trading Days Analyzed: 60 Overbought Days: 7 (11.67) Oversold Days: 12 (20.00) Neutral CCI Days: 41 (68.33) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): Williams R below 80 Oversold (Potential Buy Signal) Final State (2022-03-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 60 Overbought Days: 9 (15.00) Oversold Days: 16 (26.67) Neutral Williams R Days: 35 (58.33) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	2.22	-6.48	-1.3
APH_2022-04-01	MACD Analysis from 2022-01-03 to 2022-04-01 Initial MACD: 0.68 Initial MACD Signal: 0.54 Final MACD: 0.02 Final MACD Signal: 0.09 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 31 (50.00) Bearish Days (MACD Signal): 31 (50.00) Neutral Days: 0 (0.00) Overall MACD Trend: NeutralIndecisive Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-01-03 to 2022-04-01 Latest Tendency: 36.68 SMA10 Above SMA25: 36.79 36.40 (Shortterm Bullish) SMA25 Below SMA100: 36.40 38.61 (Mediumterm Bearish) SMA100 Above SMA200: 38.61 37.13 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-01-03 to 2022-04-01 Initial ADX: 19.94 Final ADX: 19.57 Initial DI: 31.17 Final DI: 19.39 Initial DI: 17.91 Final DI: 26.80 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 6 (9.68) Bearish Days (DI DI): 56 (90.32) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-01-03 to 2022-04-01 Latest Price: 36.68 TenkanSen: 36.81 KijunSen: 36.00 Senkou Span A: 36.43 Senkou Span B: 38.62 Ichimoku Cloud Trend Analysis Price Inside Cloud Market in Consolidation Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Sideways Market: Consider rangetrading strategies while price remains inside the cloud.	Stock Trend Indicators Analysis (2022-01-03 to 2022-04-01) Closing Price Summary: Latest Close Price: 36.68 Lowest Close: 34.61 Highest Close: 42.01 Overall Price Trend: Downtrend Price Trend: Downtrend (12.41 change in this period) VWAP Analysis from 2022-01-03 to 2022-04-01 Initial VWAP: 20.77 Final VWAP: 21.38 Initial Close Price: 41.88 Final Close Price: 36.68 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-01-03 to 2022-04-01 OBV Trend: Decreasing (3) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 29 (47.54) Bearish Days (OBV Falling): 32 (52.46) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-01-03 to 2022-04-01 CMF Trend: Decreasing (145.52) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 21 (33.87) Bearish CMF Days (Selling Pressure): 41 (66.13) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-01-03 to 2022-04-01 Initial AD Line: 177.00 Final AD Line: 173.00 AD Line Trend: Decreasing (2.26) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 29 (47.54) Bearish Days (AD Line Falling): 32 (52.46) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Low Volatility: ATR is significantly below average. Latest ATR: 0.68 Average ATR: 0.99 Keltner Channel Market Analysis Initial State (2022-01-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-04-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 7 (11.29) Consolidation Days: 55 (88.71) Donchian Channel Market Analysis Initial State (2022-01-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-04-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-04-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 2 (3.23) Rangebound Days: 60 (96.77) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-04-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 0 (0.00) Oversold Days: 11 (17.74) Neutral RSI Days: 51 (82.26) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2022-04-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 7 (11.29) Oversold Days: 16 (25.81) Neutral Stochastic Days: 39 (62.90) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): CCI above 100 Overbought (Potential Sell Signal) Final State (2022-04-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 3 (4.84) Oversold Days: 13 (20.97) Neutral CCI Days: 46 (74.19) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-04-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 7 (11.29) Oversold Days: 16 (25.81) Neutral Williams R Days: 39 (62.90) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-5.39	-12.54	-6.72
APH_2022-05-01	MACD Analysis from 2022-01-31 to 2022-04-29 Initial MACD: 0.88 Initial MACD Signal: 0.74 Final MACD: 0.49 Final MACD Signal: 0.55 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 32 (51.61) Bearish Days (MACD Signal): 30 (48.39) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-01-31 to 2022-04-29 Latest Tendency: 34.71 SMA10 Below SMA25: 34.44 35.39 (Shortterm Bearish) SMA25 Below SMA100: 35.39 37.61 (Mediumterm Bearish) SMA100 Above SMA200: 37.61 37.29 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-01-31 to 2022-04-29 Initial ADX: 25.66 Final ADX: 26.30 Initial DI: 22.91 Final DI: 20.07 Initial DI: 26.63 Final DI: 22.20 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 2 (3.23) Bearish Days (DI DI): 60 (96.77) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2022-01-31 to 2022-04-29 Latest Price: 34.71 TenkanSen: 34.51 KijunSen: 35.38 Senkou Span A: 35.90 Senkou Span B: 37.56 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-01-31 to 2022-04-29) Closing Price Summary: Latest Close Price: 34.71 Lowest Close: 33.27 Highest Close: 38.95 Overall Price Trend: Downtrend Price Trend: Downtrend (9.93 change in this period) VWAP Analysis from 2022-01-31 to 2022-04-29 Initial VWAP: 20.97 Final VWAP: 21.52 Initial Close Price: 38.53 Final Close Price: 34.71 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-01-31 to 2022-04-29 OBV Trend: Increasing (1) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 31 (50.82) Bearish Days (OBV Falling): 30 (49.18) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-01-31 to 2022-04-29 CMF Trend: Increasing (23.61) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 25 (40.32) Bearish CMF Days (Selling Pressure): 37 (59.68) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-01-31 to 2022-04-29 Initial AD Line: 174.00 Final AD Line: 174.00 AD Line Trend: No significant change Market is indecisive AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 31 (50.82) Bearish Days (AD Line Falling): 30 (49.18) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Indecisive Market: AD Line flat, suggesting a lack of trend strength.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.99 Average ATR: 0.95 Keltner Channel Market Analysis Initial State (2022-01-31): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-04-29): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 5 (8.06) Consolidation Days: 57 (91.94) Donchian Channel Market Analysis Initial State (2022-01-31): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-04-29): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): Price within Bollinger Bands NeutralRangebound Market Final State (2022-04-29): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 4 (6.45) Rangebound Days: 58 (93.55) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-04-29): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 0 (0.00) Oversold Days: 5 (8.06) Neutral RSI Days: 57 (91.94) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-04-29): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 8 (12.90) Oversold Days: 17 (27.42) Neutral Stochastic Days: 37 (59.68) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-04-29): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 2 (3.23) Oversold Days: 15 (24.19) Neutral CCI Days: 45 (72.58) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-04-29): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 8 (12.90) Oversold Days: 17 (27.42) Neutral Williams R Days: 37 (59.68) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-3.23	7.03	10.91
APH_2022-06-01	MACD Analysis from 2022-03-03 to 2022-06-01 Initial MACD: 0.51 Initial MACD Signal: 0.59 Final MACD: 0.23 Final MACD Signal: 0.35 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 34 (53.97) Bearish Days (MACD Signal): 29 (46.03) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-03-03 to 2022-06-01 Latest Tendency: 33.63 SMA10 Below SMA25: 33.61 34.04 (Shortterm Bearish) SMA25 Below SMA100: 34.04 36.05 (Mediumterm Bearish) SMA100 Below SMA200: 36.05 37.21 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: Strong Bearish Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-03-03 to 2022-06-01 Initial ADX: 26.15 Final ADX: 15.60 Initial DI: 16.74 Final DI: 21.28 Initial DI: 28.64 Final DI: 25.99 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 4 (6.35) Bearish Days (DI DI): 59 (93.65) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-03-03 to 2022-06-01 Latest Price: 33.63 TenkanSen: 33.61 KijunSen: 34.15 Senkou Span A: 34.91 Senkou Span B: 36.07 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-03-03 to 2022-06-01) Closing Price Summary: Latest Close Price: 33.63 Lowest Close: 32.81 Highest Close: 37.55 Overall Price Trend: Downtrend Price Trend: Downtrend (9.03 change in this period) VWAP Analysis from 2022-03-03 to 2022-06-01 Initial VWAP: 21.18 Final VWAP: 21.66 Initial Close Price: 36.97 Final Close Price: 33.63 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-03-03 to 2022-06-01 OBV Trend: Decreasing (1) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 30 (48.39) Bearish Days (OBV Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-03-03 to 2022-06-01 CMF Trend: Increasing (2753.67) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 29 (46.03) Bearish CMF Days (Selling Pressure): 34 (53.97) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-03-03 to 2022-06-01 Initial AD Line: 174.00 Final AD Line: 172.00 AD Line Trend: Decreasing (1.15) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 30 (48.39) Bearish Days (AD Line Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.88 Average ATR: 0.93 Keltner Channel Market Analysis Initial State (2022-03-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-06-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 5 (7.94) Consolidation Days: 58 (92.06) Donchian Channel Market Analysis Initial State (2022-03-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-06-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-06-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 4 (6.35) Rangebound Days: 59 (93.65) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-06-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 0 (0.00) Oversold Days: 4 (6.35) Neutral RSI Days: 59 (93.65) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-06-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 18 (28.57) Neutral Stochastic Days: 35 (55.56) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-06-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 2 (3.17) Oversold Days: 14 (22.22) Neutral CCI Days: 47 (74.60) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-06-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 18 (28.57) Neutral Williams R Days: 35 (55.56) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-7.69	9.91	12.77
APH_2022-07-01	MACD Analysis from 2022-04-04 to 2022-07-01 Initial MACD: 0.03 Initial MACD Signal: 0.07 Final MACD: 0.68 Final MACD Signal: 0.69 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 26 (41.94) Bearish Days (MACD Signal): 36 (58.06) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-04-04 to 2022-07-01 Latest Tendency: 31.04 SMA10 Below SMA25: 31.31 32.59 (Shortterm Bearish) SMA25 Below SMA100: 32.59 34.78 (Mediumterm Bearish) SMA100 Below SMA200: 34.78 36.77 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: Strong Bearish Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-04-04 to 2022-07-01 Initial ADX: 19.32 Final ADX: 21.92 Initial DI: 18.61 Final DI: 17.53 Initial DI: 25.72 Final DI: 29.53 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 4 (6.45) Bearish Days (DI DI): 58 (93.55) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-04-04 to 2022-07-01 Latest Price: 31.04 TenkanSen: 31.52 KijunSen: 32.60 Senkou Span A: 33.82 Senkou Span B: 34.99 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-04-04 to 2022-07-01) Closing Price Summary: Latest Close Price: 31.04 Lowest Close: 30.34 Highest Close: 36.89 Overall Price Trend: Downtrend Price Trend: Downtrend (15.84 change in this period) VWAP Analysis from 2022-04-04 to 2022-07-01 Initial VWAP: 21.38 Final VWAP: 21.76 Initial Close Price: 36.89 Final Close Price: 31.04 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-04-04 to 2022-07-01 OBV Trend: Increasing (1) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 30 (49.18) Bearish Days (OBV Falling): 31 (50.82) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-04-04 to 2022-07-01 CMF Trend: Decreasing (63.52) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 34 (54.84) Bearish CMF Days (Selling Pressure): 28 (45.16) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-04-04 to 2022-07-01 Initial AD Line: 174.00 Final AD Line: 173.00 AD Line Trend: Decreasing (0.57) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 30 (49.18) Bearish Days (AD Line Falling): 31 (50.82) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.90 Average ATR: 0.89 Keltner Channel Market Analysis Initial State (2022-04-04): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-07-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 9 (14.52) Consolidation Days: 53 (85.48) Donchian Channel Market Analysis Initial State (2022-04-04): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-07-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): Price within Bollinger Bands NeutralRangebound Market Final State (2022-07-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 5 (8.06) Rangebound Days: 57 (91.94) Volatility Assessment High Volatility: Wide bands suggest strong price swings. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-07-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 0 (0.00) Oversold Days: 8 (12.90) Neutral RSI Days: 54 (87.10) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2022-07-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 6 (9.68) Oversold Days: 25 (40.32) Neutral Stochastic Days: 31 (50.00) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-07-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 0 (0.00) Oversold Days: 21 (33.87) Neutral CCI Days: 41 (66.13) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-07-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 6 (9.68) Oversold Days: 25 (40.32) Neutral Williams R Days: 31 (50.00) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	20.03	10.37	27.27
APH_2022-08-01	MACD Analysis from 2022-05-03 to 2022-08-01 Initial MACD: 0.39 Initial MACD Signal: 0.50 Final MACD: 1.22 Final MACD Signal: 0.62 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 41 (66.13) Bearish Days (MACD Signal): 21 (33.87) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-05-03 to 2022-08-01 Latest Tendency: 37.26 SMA10 Above SMA25: 35.06 32.98 (Shortterm Bullish) SMA25 Below SMA100: 32.98 34.11 (Mediumterm Bearish) SMA100 Below SMA200: 34.11 36.48 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-05-03 to 2022-08-01 Initial ADX: 24.72 Final ADX: 28.74 Initial DI: 19.02 Final DI: 44.75 Initial DI: 24.81 Final DI: 11.66 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 14 (22.58) Bearish Days (DI DI): 48 (77.42) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2022-05-03 to 2022-08-01 Latest Price: 37.26 TenkanSen: 35.32 KijunSen: 33.94 Senkou Span A: 32.10 Senkou Span B: 32.98 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-05-03 to 2022-08-01) Closing Price Summary: Latest Close Price: 37.26 Lowest Close: 30.34 Highest Close: 37.56 Overall Price Trend: Uptrend Price Trend: Uptrend (6.66 change in this period) VWAP Analysis from 2022-05-03 to 2022-08-01 Initial VWAP: 21.54 Final VWAP: 21.85 Initial Close Price: 34.93 Final Close Price: 37.26 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-05-03 to 2022-08-01 OBV Trend: Increasing (2) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 31 (50.82) Bearish Days (OBV Falling): 30 (49.18) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-05-03 to 2022-08-01 CMF Trend: Increasing (395.30) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 48 (77.42) Bearish CMF Days (Selling Pressure): 14 (22.58) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-05-03 to 2022-08-01 Initial AD Line: 176.00 Final AD Line: 177.00 AD Line Trend: Increasing (0.57) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 31 (50.82) Bearish Days (AD Line Falling): 30 (49.18) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.88 Average ATR: 0.91 Keltner Channel Market Analysis Initial State (2022-05-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-08-01): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 6 (9.68) Downtrend Days: 4 (6.45) Consolidation Days: 52 (83.87) Donchian Channel Market Analysis Initial State (2022-05-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-08-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-08-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 7 (11.29) Bearish Breakdown Days: 2 (3.23) Rangebound Days: 53 (85.48) Volatility Assessment High Volatility: Wide bands suggest strong price swings. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-08-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 10 (16.13) Oversold Days: 4 (6.45) Neutral RSI Days: 48 (77.42) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-08-01): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 17 (27.42) Oversold Days: 14 (22.58) Neutral Stochastic Days: 31 (50.00) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-08-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 9 (14.52) Oversold Days: 11 (17.74) Neutral CCI Days: 42 (67.74) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-08-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 17 (27.42) Oversold Days: 14 (22.58) Neutral Williams R Days: 31 (50.00) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-4.01	-2.4	6.47
APH_2022-09-01	MACD Analysis from 2022-06-03 to 2022-09-01 Initial MACD: 0.08 Initial MACD Signal: 0.26 Final MACD: 0.15 Final MACD Signal: 0.64 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 41 (65.08) Bearish Days (MACD Signal): 22 (34.92) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-06-03 to 2022-09-01 Latest Tendency: 35.77 SMA10 Below SMA25: 37.05 37.63 (Shortterm Bearish) SMA25 Above SMA100: 37.63 34.41 (Mediumterm Bullish) SMA100 Below SMA200: 34.41 36.40 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2022-06-03 to 2022-09-01 Initial ADX: 13.86 Final ADX: 27.49 Initial DI: 20.77 Final DI: 21.06 Initial DI: 22.04 Final DI: 37.04 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 30 (47.62) Bearish Days (DI DI): 33 (52.38) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2022-06-03 to 2022-09-01 Latest Price: 35.77 TenkanSen: 36.69 KijunSen: 37.17 Senkou Span A: 33.66 Senkou Span B: 33.24 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-06-03 to 2022-09-01) Closing Price Summary: Latest Close Price: 35.77 Lowest Close: 30.34 Highest Close: 39.02 Overall Price Trend: Uptrend Price Trend: Uptrend (3.96 change in this period) VWAP Analysis from 2022-06-03 to 2022-09-01 Initial VWAP: 21.67 Final VWAP: 21.96 Initial Close Price: 34.40 Final Close Price: 35.77 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-06-03 to 2022-09-01 OBV Trend: Increasing (5) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 33 (53.23) Bearish Days (OBV Falling): 29 (46.77) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-06-03 to 2022-09-01 CMF Trend: Decreasing (168.54) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 55 (87.30) Bearish CMF Days (Selling Pressure): 8 (12.70) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-06-03 to 2022-09-01 Initial AD Line: 172.00 Final AD Line: 176.00 AD Line Trend: Increasing (2.33) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 33 (53.23) Bearish Days (AD Line Falling): 29 (46.77) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.63 Average ATR: 0.80 Keltner Channel Market Analysis Initial State (2022-06-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-09-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 20 (31.75) Downtrend Days: 4 (6.35) Consolidation Days: 39 (61.90) Donchian Channel Market Analysis Initial State (2022-06-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-09-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-09-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 7 (11.11) Bearish Breakdown Days: 5 (7.94) Rangebound Days: 51 (80.95) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-09-01): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 21 (33.33) Oversold Days: 5 (7.94) Neutral RSI Days: 37 (58.73) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-09-01): Stoch_K below 20 Oversold (Potential Buy Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 26 (41.27) Oversold Days: 13 (20.63) Neutral Stochastic Days: 24 (38.10) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-09-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 9 (14.29) Neutral CCI Days: 42 (66.67) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-09-01): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 26 (41.27) Oversold Days: 13 (20.63) Neutral Williams R Days: 24 (38.10) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-8.58	7.18	6.62
APH_2022-10-01	MACD Analysis from 2022-07-05 to 2022-09-30 Initial MACD: 0.66 Initial MACD Signal: 0.68 Final MACD: 0.90 Final MACD Signal: 0.63 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 33 (52.38) Bearish Days (MACD Signal): 30 (47.62) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-07-05 to 2022-09-30 Latest Tendency: 32.70 SMA10 Below SMA25: 34.00 35.26 (Shortterm Bearish) SMA25 Above SMA100: 35.26 34.50 (Mediumterm Bullish) SMA100 Below SMA200: 34.50 35.89 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-07-05 to 2022-09-30 Initial ADX: 22.67 Final ADX: 22.24 Initial DI: 16.04 Final DI: 16.20 Initial DI: 31.37 Final DI: 31.90 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 31 (49.21) Bearish Days (DI DI): 32 (50.79) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-07-05 to 2022-09-30 Latest Price: 32.70 TenkanSen: 34.37 KijunSen: 35.43 Senkou Span A: 37.16 Senkou Span B: 34.60 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-07-05 to 2022-09-30) Closing Price Summary: Latest Close Price: 32.70 Lowest Close: 31.14 Highest Close: 39.02 Overall Price Trend: Uptrend Price Trend: Uptrend (5.00 change in this period) VWAP Analysis from 2022-07-05 to 2022-09-30 Initial VWAP: 21.76 Final VWAP: 22.06 Initial Close Price: 31.14 Final Close Price: 32.70 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-07-05 to 2022-09-30 OBV Trend: Decreasing (1) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 29 (46.77) Bearish Days (OBV Falling): 32 (51.61) Neutral Days: 1 (1.61) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-07-05 to 2022-09-30 CMF Trend: Decreasing (46.70) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 53 (84.13) Bearish CMF Days (Selling Pressure): 10 (15.87) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-07-05 to 2022-09-30 Initial AD Line: 174.00 Final AD Line: 171.00 AD Line Trend: Decreasing (1.72) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 29 (46.77) Bearish Days (AD Line Falling): 32 (51.61) Neutral Days: 1 (1.61) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.85 Average ATR: 0.75 Keltner Channel Market Analysis Initial State (2022-07-05): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-09-30): Price below Keltner Lower Band Strong Downtrend MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 20 (31.75) Downtrend Days: 7 (11.11) Consolidation Days: 36 (57.14) Donchian Channel Market Analysis Initial State (2022-07-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-09-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): Price within Bollinger Bands NeutralRangebound Market Final State (2022-09-30): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 7 (11.11) Bearish Breakdown Days: 6 (9.52) Rangebound Days: 50 (79.37) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-09-30): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 21 (33.33) Oversold Days: 10 (15.87) Neutral RSI Days: 32 (50.79) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-09-30): Stoch_K below 20 Oversold (Potential Buy Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 25 (39.68) Oversold Days: 17 (26.98) Neutral Stochastic Days: 21 (33.33) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-09-30): CCI below 100 Oversold (Potential Buy Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 3 (4.76) Neutral CCI Days: 48 (76.19) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-09-30): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 25 (39.68) Oversold Days: 17 (26.98) Neutral Williams R Days: 21 (33.33) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	10.64	14.33	12.08
APH_2022-11-01	MACD Analysis from 2022-08-03 to 2022-11-01 Initial MACD: 1.39 Initial MACD Signal: 0.88 Final MACD: 0.59 Final MACD Signal: 0.14 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (MACD Signal): 29 (45.31) Bearish Days (MACD Signal): 35 (54.69) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-08-03 to 2022-11-01 Latest Tendency: 37.49 SMA10 Above SMA25: 35.71 34.59 (Shortterm Bullish) SMA25 Below SMA100: 34.59 34.70 (Mediumterm Bearish) SMA100 Below SMA200: 34.70 35.22 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-08-03 to 2022-11-01 Initial ADX: 32.57 Final ADX: 20.40 Initial DI: 41.29 Final DI: 28.29 Initial DI: 11.29 Final DI: 14.39 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (DI DI): 30 (46.88) Bearish Days (DI DI): 34 (53.12) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-08-03 to 2022-11-01 Latest Price: 37.49 TenkanSen: 35.58 KijunSen: 34.74 Senkou Span A: 35.33 Senkou Span B: 34.96 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-08-03 to 2022-11-01) Closing Price Summary: Latest Close Price: 37.49 Lowest Close: 32.70 Highest Close: 39.02 Overall Price Trend: Downtrend Price Trend: Downtrend (0.28 change in this period) VWAP Analysis from 2022-08-03 to 2022-11-01 Initial VWAP: 21.87 Final VWAP: 22.20 Initial Close Price: 37.59 Final Close Price: 37.49 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (Above VWAP): 64 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-08-03 to 2022-11-01 OBV Trend: Increasing (3) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (OBV Rising): 32 (50.79) Bearish Days (OBV Falling): 30 (47.62) Neutral Days: 1 (1.59) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-08-03 to 2022-11-01 CMF Trend: Decreasing (66.84) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 64 Bullish CMF Days (Buying Pressure): 45 (70.31) Bearish CMF Days (Selling Pressure): 19 (29.69) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-08-03 to 2022-11-01 Initial AD Line: 177.00 Final AD Line: 179.00 AD Line Trend: Increasing (1.13) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (AD Line Rising): 32 (50.79) Bearish Days (AD Line Falling): 30 (47.62) Neutral Days: 1 (1.59) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.10 Average ATR: 0.83 Keltner Channel Market Analysis Initial State (2022-08-03): Price above Keltner Upper Band Strong Uptrend Final State (2022-11-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 14 (21.88) Downtrend Days: 7 (10.94) Consolidation Days: 43 (67.19) Donchian Channel Market Analysis Initial State (2022-08-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-11-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 64 (100.00) Bollinger Bands Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-11-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 64 Bullish Breakout Days: 1 (1.56) Bearish Breakdown Days: 6 (9.38) Rangebound Days: 57 (89.06) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2022-11-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 13 (20.31) Oversold Days: 10 (15.62) Neutral RSI Days: 41 (64.06) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2022-11-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 19 (29.69) Oversold Days: 19 (29.69) Neutral Stochastic Days: 26 (40.62) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): CCI above 100 Overbought (Potential Sell Signal) Final State (2022-11-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 7 (10.94) Oversold Days: 3 (4.69) Neutral CCI Days: 54 (84.38) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2022-11-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 19 (29.69) Oversold Days: 19 (29.69) Neutral Williams R Days: 26 (40.62) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	5.34	4.91	-0.72
APH_2022-12-01	MACD Analysis from 2022-09-02 to 2022-12-01 Initial MACD: 0.02 Initial MACD Signal: 0.52 Final MACD: 0.80 Final MACD Signal: 0.85 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 34 (53.97) Bearish Days (MACD Signal): 29 (46.03) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-09-02 to 2022-12-01 Latest Tendency: 39.49 SMA10 Above SMA25: 38.83 37.99 (Shortterm Bullish) SMA25 Above SMA100: 37.99 36.11 (Mediumterm Bullish) SMA100 Above SMA200: 36.11 35.27 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-09-02 to 2022-12-01 Initial ADX: 26.42 Final ADX: 21.71 Initial DI: 25.06 Final DI: 32.28 Initial DI: 32.26 Final DI: 19.87 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 34 (53.97) Bearish Days (DI DI): 29 (46.03) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-09-02 to 2022-12-01 Latest Price: 39.49 TenkanSen: 38.64 KijunSen: 37.29 Senkou Span A: 33.84 Senkou Span B: 35.50 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-09-02 to 2022-12-01) Closing Price Summary: Latest Close Price: 39.49 Lowest Close: 32.70 Highest Close: 39.49 Overall Price Trend: Uptrend Price Trend: Uptrend (11.73 change in this period) VWAP Analysis from 2022-09-02 to 2022-12-01 Initial VWAP: 21.96 Final VWAP: 22.34 Initial Close Price: 35.34 Final Close Price: 39.49 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-09-02 to 2022-12-01 OBV Trend: Increasing (4) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 33 (53.23) Bearish Days (OBV Falling): 28 (45.16) Neutral Days: 1 (1.61) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-09-02 to 2022-12-01 CMF Trend: Increasing (181.84) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 49 (77.78) Bearish CMF Days (Selling Pressure): 14 (22.22) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-09-02 to 2022-12-01 Initial AD Line: 175.00 Final AD Line: 180.00 AD Line Trend: Increasing (2.86) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 33 (53.23) Bearish Days (AD Line Falling): 28 (45.16) Neutral Days: 1 (1.61) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.74 Average ATR: 0.90 Keltner Channel Market Analysis Initial State (2022-09-02): Price below Keltner Lower Band Strong Downtrend Final State (2022-12-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 4 (6.35) Downtrend Days: 7 (11.11) Consolidation Days: 52 (82.54) Donchian Channel Market Analysis Initial State (2022-09-02): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-12-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): Price within Bollinger Bands NeutralRangebound Market Final State (2022-12-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 1 (1.59) Bearish Breakdown Days: 3 (4.76) Rangebound Days: 59 (93.65) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): RSI below 30 Oversold (Potential Buy Signal) Final State (2022-12-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 9 (14.29) Neutral RSI Days: 45 (71.43) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2022-12-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 22 (34.92) Oversold Days: 14 (22.22) Neutral Stochastic Days: 27 (42.86) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 3 (4.76) Neutral CCI Days: 51 (80.95) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): Williams R below 80 Oversold (Potential Buy Signal) Final State (2022-12-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 22 (34.92) Oversold Days: 14 (22.22) Neutral Williams R Days: 27 (42.86) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-5.59	-5.15	2.4
APH_2023-01-01	MACD Analysis from 2022-10-03 to 2022-12-30 Initial MACD: 0.85 Initial MACD Signal: 0.68 Final MACD: 0.24 Final MACD Signal: 0.06 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 34 (53.97) Bearish Days (MACD Signal): 29 (46.03) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-10-03 to 2022-12-30 Latest Tendency: 37.28 SMA10 Below SMA25: 37.32 38.24 (Shortterm Bearish) SMA25 Above SMA100: 38.24 36.70 (Mediumterm Bullish) SMA100 Above SMA200: 36.70 35.46 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-10-03 to 2022-12-30 Initial ADX: 22.06 Final ADX: 14.59 Initial DI: 18.88 Final DI: 19.09 Initial DI: 28.19 Final DI: 25.34 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 40 (63.49) Bearish Days (DI DI): 23 (36.51) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-10-03 to 2022-12-30 Latest Price: 37.28 TenkanSen: 37.30 KijunSen: 38.52 Senkou Span A: 37.43 Senkou Span B: 35.61 Ichimoku Cloud Trend Analysis Price Inside Cloud Market in Consolidation Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Sideways Market: Consider rangetrading strategies while price remains inside the cloud.	Stock Trend Indicators Analysis (2022-10-03 to 2022-12-30) Closing Price Summary: Latest Close Price: 37.28 Lowest Close: 32.74 Highest Close: 40.03 Overall Price Trend: Uptrend Price Trend: Uptrend (10.03 change in this period) VWAP Analysis from 2022-10-03 to 2022-12-30 Initial VWAP: 22.07 Final VWAP: 22.47 Initial Close Price: 33.88 Final Close Price: 37.28 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-10-03 to 2022-12-30 OBV Trend: Increasing (5) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 32 (51.61) Bearish Days (OBV Falling): 30 (48.39) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-10-03 to 2022-12-30 CMF Trend: Increasing (46.67) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 54 (85.71) Bearish CMF Days (Selling Pressure): 9 (14.29) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-10-03 to 2022-12-30 Initial AD Line: 172.00 Final AD Line: 174.00 AD Line Trend: Increasing (1.16) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 32 (51.61) Bearish Days (AD Line Falling): 30 (48.39) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.89 Average ATR: 0.93 Keltner Channel Market Analysis Initial State (2022-10-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-12-30): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 4 (6.35) Downtrend Days: 0 (0.00) Consolidation Days: 59 (93.65) Donchian Channel Market Analysis Initial State (2022-10-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-12-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-12-30): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 2 (3.17) Bearish Breakdown Days: 1 (1.59) Rangebound Days: 60 (95.24) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-12-30): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 0 (0.00) Neutral RSI Days: 54 (85.71) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-12-30): Stoch_K below 20 Oversold (Potential Buy Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 25 (39.68) Oversold Days: 10 (15.87) Neutral Stochastic Days: 28 (44.44) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-12-30): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 5 (7.94) Neutral CCI Days: 49 (77.78) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-12-30): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 25 (39.68) Oversold Days: 10 (15.87) Neutral Williams R Days: 28 (44.44) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	6.2	2.64	10.95
APH_2023-02-01	MACD Analysis from 2022-11-03 to 2023-02-01 Initial MACD: 0.56 Initial MACD Signal: 0.30 Final MACD: 0.23 Final MACD Signal: 0.18 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 28 (45.90) Bearish Days (MACD Signal): 33 (54.10) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-11-03 to 2023-02-01 Latest Tendency: 39.73 SMA10 Above SMA25: 38.65 38.44 (Shortterm Bullish) SMA25 Above SMA100: 38.44 36.98 (Mediumterm Bullish) SMA100 Above SMA200: 36.98 35.72 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-11-03 to 2023-02-01 Initial ADX: 19.14 Final ADX: 14.78 Initial DI: 23.73 Final DI: 26.77 Initial DI: 21.20 Final DI: 23.65 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 44 (72.13) Bearish Days (DI DI): 17 (27.87) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-11-03 to 2023-02-01 Latest Price: 39.73 TenkanSen: 38.20 KijunSen: 38.21 Senkou Span A: 38.53 Senkou Span B: 36.15 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-11-03 to 2023-02-01) Closing Price Summary: Latest Close Price: 39.73 Lowest Close: 36.26 Highest Close: 40.03 Overall Price Trend: Uptrend Price Trend: Uptrend (9.58 change in this period) VWAP Analysis from 2022-11-03 to 2023-02-01 Initial VWAP: 22.21 Final VWAP: 22.62 Initial Close Price: 36.26 Final Close Price: 39.73 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 61 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-11-03 to 2023-02-01 OBV Trend: Increasing (2) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 31 (51.67) Bearish Days (OBV Falling): 29 (48.33) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-11-03 to 2023-02-01 CMF Trend: Increasing (97.91) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 61 (100.00) Bearish CMF Days (Selling Pressure): 0 (0.00) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-11-03 to 2023-02-01 Initial AD Line: 179.00 Final AD Line: 181.00 AD Line Trend: Increasing (1.12) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 31 (51.67) Bearish Days (AD Line Falling): 29 (48.33) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.96 Average ATR: 0.86 Keltner Channel Market Analysis Initial State (2022-11-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-02-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 3 (4.92) Downtrend Days: 0 (0.00) Consolidation Days: 58 (95.08) Donchian Channel Market Analysis Initial State (2022-11-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-02-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-02-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 1 (1.64) Bearish Breakdown Days: 1 (1.64) Rangebound Days: 59 (96.72) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2023-02-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 7 (11.48) Oversold Days: 0 (0.00) Neutral RSI Days: 54 (88.52) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-02-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 25 (40.98) Oversold Days: 8 (13.11) Neutral Stochastic Days: 28 (45.90) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-02-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 5 (8.20) Oversold Days: 5 (8.20) Neutral CCI Days: 51 (83.61) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-02-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 25 (40.98) Oversold Days: 8 (13.11) Neutral Williams R Days: 28 (45.90) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-2.44	-7.19	5.6
APH_2023-03-01	MACD Analysis from 2022-12-01 to 2023-03-01 Initial MACD: 0.80 Initial MACD Signal: 0.85 Final MACD: 0.28 Final MACD Signal: 0.07 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (MACD Signal): 18 (30.00) Bearish Days (MACD Signal): 42 (70.00) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-12-01 to 2023-03-01 Latest Tendency: 38.05 SMA10 Below SMA25: 38.45 38.99 (Shortterm Bearish) SMA25 Above SMA100: 38.99 37.79 (Mediumterm Bullish) SMA100 Above SMA200: 37.79 36.17 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-12-01 to 2023-03-01 Initial ADX: 21.71 Final ADX: 15.10 Initial DI: 32.28 Final DI: 18.83 Initial DI: 19.87 Final DI: 27.49 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (DI DI): 33 (55.00) Bearish Days (DI DI): 27 (45.00) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-12-01 to 2023-03-01 Latest Price: 38.05 TenkanSen: 38.70 KijunSen: 38.44 Senkou Span A: 38.65 Senkou Span B: 38.36 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-12-01 to 2023-03-01) Closing Price Summary: Latest Close Price: 38.05 Lowest Close: 36.67 Highest Close: 40.19 Overall Price Trend: Downtrend Price Trend: Downtrend (3.65 change in this period) VWAP Analysis from 2022-12-01 to 2023-03-01 Initial VWAP: 22.34 Final VWAP: 22.77 Initial Close Price: 39.49 Final Close Price: 38.05 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (Above VWAP): 60 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-12-01 to 2023-03-01 OBV Trend: Decreasing (2) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 59 Bullish Days (OBV Rising): 29 (49.15) Bearish Days (OBV Falling): 30 (50.85) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-12-01 to 2023-03-01 CMF Trend: Decreasing (21.94) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 60 Bullish CMF Days (Buying Pressure): 60 (100.00) Bearish CMF Days (Selling Pressure): 0 (0.00) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-12-01 to 2023-03-01 Initial AD Line: 180.00 Final AD Line: 178.00 AD Line Trend: Decreasing (1.11) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 59 Bullish Days (AD Line Rising): 28 (47.46) Bearish Days (AD Line Falling): 30 (50.85) Neutral Days: 1 (1.69) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.72 Average ATR: 0.83 Keltner Channel Market Analysis Initial State (2022-12-01): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-03-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 60 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 60 (100.00) Donchian Channel Market Analysis Initial State (2022-12-01): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-03-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 60 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 60 (100.00) Bollinger Bands Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): Price within Bollinger Bands NeutralRangebound Market Final State (2023-03-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 60 Bullish Breakout Days: 2 (3.33) Bearish Breakdown Days: 3 (5.00) Rangebound Days: 55 (91.67) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-03-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 60 Overbought Days: 2 (3.33) Oversold Days: 3 (5.00) Neutral RSI Days: 55 (91.67) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2023-03-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 60 Overbought Days: 18 (30.00) Oversold Days: 13 (21.67) Neutral Stochastic Days: 29 (48.33) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-03-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 60 Overbought Days: 4 (6.67) Oversold Days: 10 (16.67) Neutral CCI Days: 46 (76.67) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): Williams R above 20 Overbought (Potential Sell Signal) Final State (2023-03-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 60 Overbought Days: 18 (30.00) Oversold Days: 13 (21.67) Neutral Williams R Days: 29 (48.33) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	5.45	0.95	10.89
APH_2023-04-01	MACD Analysis from 2023-01-03 to 2023-03-31 Initial MACD: 0.24 Initial MACD Signal: 0.09 Final MACD: 0.23 Final MACD Signal: 0.01 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 28 (45.90) Bearish Days (MACD Signal): 33 (54.10) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-01-03 to 2023-03-31 Latest Tendency: 40.12 SMA10 Above SMA25: 38.75 38.32 (Shortterm Bullish) SMA25 Below SMA100: 38.32 38.53 (Mediumterm Bearish) SMA100 Above SMA200: 38.53 36.68 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-01-03 to 2023-03-31 Initial ADX: 14.08 Final ADX: 13.77 Initial DI: 20.59 Final DI: 35.28 Initial DI: 23.87 Final DI: 18.51 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 31 (50.82) Bearish Days (DI DI): 30 (49.18) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2023-01-03 to 2023-03-31 Latest Price: 40.12 TenkanSen: 39.04 KijunSen: 38.38 Senkou Span A: 38.62 Senkou Span B: 38.47 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-01-03 to 2023-03-31) Closing Price Summary: Latest Close Price: 40.12 Lowest Close: 37.23 Highest Close: 40.19 Overall Price Trend: Uptrend Price Trend: Uptrend (7.26 change in this period) VWAP Analysis from 2023-01-03 to 2023-03-31 Initial VWAP: 22.47 Final VWAP: 22.93 Initial Close Price: 37.41 Final Close Price: 40.12 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 61 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-01-03 to 2023-03-31 OBV Trend: Increasing (1) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 33 (55.00) Bearish Days (OBV Falling): 27 (45.00) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-01-03 to 2023-03-31 CMF Trend: Decreasing (26.68) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 53 (86.89) Bearish CMF Days (Selling Pressure): 8 (13.11) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-01-03 to 2023-03-31 Initial AD Line: 175.00 Final AD Line: 180.00 AD Line Trend: Increasing (2.86) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 32 (53.33) Bearish Days (AD Line Falling): 27 (45.00) Neutral Days: 1 (1.67) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.77 Average ATR: 0.81 Keltner Channel Market Analysis Initial State (2023-01-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-03-31): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Donchian Channel Market Analysis Initial State (2023-01-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-03-31): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-03-31): Price above Bollinger Upper Band Strong Uptrend Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 3 (4.92) Bearish Breakdown Days: 2 (3.28) Rangebound Days: 56 (91.80) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-03-31): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 3 (4.92) Oversold Days: 3 (4.92) Neutral RSI Days: 55 (90.16) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2023-03-31): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 17 (27.87) Oversold Days: 6 (9.84) Neutral Stochastic Days: 38 (62.30) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-03-31): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 7 (11.48) Oversold Days: 7 (11.48) Neutral CCI Days: 47 (77.05) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-03-31): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 17 (27.87) Oversold Days: 6 (9.84) Neutral Williams R Days: 38 (62.30) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-5.89	4.78	0.9
APH_2023-05-01	MACD Analysis from 2023-01-31 to 2023-05-01 Initial MACD: 0.15 Initial MACD Signal: 0.17 Final MACD: 0.41 Final MACD Signal: 0.29 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 21 (33.87) Bearish Days (MACD Signal): 41 (66.13) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2023-01-31 to 2023-05-01 Latest Tendency: 37.53 SMA10 Below SMA25: 37.42 38.25 (Shortterm Bearish) SMA25 Below SMA100: 38.25 38.43 (Mediumterm Bearish) SMA100 Above SMA200: 38.43 37.34 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2023-01-31 to 2023-05-01 Initial ADX: 15.44 Final ADX: 14.66 Initial DI: 22.06 Final DI: 23.67 Initial DI: 25.91 Final DI: 32.25 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 26 (41.94) Bearish Days (DI DI): 36 (58.06) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2023-01-31 to 2023-05-01 Latest Price: 37.53 TenkanSen: 36.75 KijunSen: 37.76 Senkou Span A: 38.14 Senkou Span B: 38.44 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2023-01-31 to 2023-05-01) Closing Price Summary: Latest Close Price: 37.53 Lowest Close: 36.29 Highest Close: 40.19 Overall Price Trend: Downtrend Price Trend: Downtrend (3.91 change in this period) VWAP Analysis from 2023-01-31 to 2023-05-01 Initial VWAP: 22.62 Final VWAP: 23.08 Initial Close Price: 39.06 Final Close Price: 37.53 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-01-31 to 2023-05-01 OBV Trend: Decreasing (4) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 28 (45.90) Bearish Days (OBV Falling): 33 (54.10) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-01-31 to 2023-05-01 CMF Trend: Increasing (7.10) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 53 (85.48) Bearish CMF Days (Selling Pressure): 9 (14.52) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-01-31 to 2023-05-01 Initial AD Line: 180.00 Final AD Line: 174.00 AD Line Trend: Decreasing (3.33) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 27 (44.26) Bearish Days (AD Line Falling): 33 (54.10) Neutral Days: 1 (1.64) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.69 Average ATR: 0.76 Keltner Channel Market Analysis Initial State (2023-01-31): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-05-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 2 (3.23) Consolidation Days: 60 (96.77) Donchian Channel Market Analysis Initial State (2023-01-31): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-05-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): Price within Bollinger Bands NeutralRangebound Market Final State (2023-05-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 3 (4.84) Bearish Breakdown Days: 4 (6.45) Rangebound Days: 55 (88.71) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-05-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 2 (3.23) Oversold Days: 7 (11.29) Neutral RSI Days: 53 (85.48) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2023-05-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 12 (19.35) Oversold Days: 12 (19.35) Neutral Stochastic Days: 38 (61.29) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-05-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 6 (9.68) Oversold Days: 14 (22.58) Neutral CCI Days: 42 (67.74) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-05-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 12 (19.35) Oversold Days: 12 (19.35) Neutral Williams R Days: 38 (61.29) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-0.81	16	17.94
APH_2023-06-01	MACD Analysis from 2023-03-03 to 2023-06-01 Initial MACD: 0.21 Initial MACD Signal: 0.13 Final MACD: 0.11 Final MACD Signal: 0.20 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 28 (44.44) Bearish Days (MACD Signal): 35 (55.56) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-03-03 to 2023-06-01 Latest Tendency: 37.22 SMA10 Above SMA25: 37.04 37.00 (Shortterm Bullish) SMA25 Below SMA100: 37.00 38.21 (Mediumterm Bearish) SMA100 Above SMA200: 38.21 37.45 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2023-03-03 to 2023-06-01 Initial ADX: 14.99 Final ADX: 12.61 Initial DI: 21.36 Final DI: 23.30 Initial DI: 25.34 Final DI: 29.88 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 19 (30.16) Bearish Days (DI DI): 44 (69.84) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2023-03-03 to 2023-06-01 Latest Price: 37.22 TenkanSen: 36.91 KijunSen: 36.72 Senkou Span A: 38.15 Senkou Span B: 38.40 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2023-03-03 to 2023-06-01) Closing Price Summary: Latest Close Price: 37.22 Lowest Close: 35.83 Highest Close: 40.12 Overall Price Trend: Downtrend Price Trend: Downtrend (3.96 change in this period) VWAP Analysis from 2023-03-03 to 2023-06-01 Initial VWAP: 22.78 Final VWAP: 23.27 Initial Close Price: 38.76 Final Close Price: 37.22 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-03-03 to 2023-06-01 OBV Trend: Decreasing (4) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 27 (43.55) Bearish Days (OBV Falling): 35 (56.45) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-03-03 to 2023-06-01 CMF Trend: Decreasing (29.40) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 53 (84.13) Bearish CMF Days (Selling Pressure): 10 (15.87) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-03-03 to 2023-06-01 Initial AD Line: 180.00 Final AD Line: 172.00 AD Line Trend: Decreasing (4.44) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 27 (43.55) Bearish Days (AD Line Falling): 35 (56.45) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.69 Average ATR: 0.70 Keltner Channel Market Analysis Initial State (2023-03-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-06-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 3 (4.76) Consolidation Days: 60 (95.24) Donchian Channel Market Analysis Initial State (2023-03-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-06-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-06-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 2 (3.17) Bearish Breakdown Days: 3 (4.76) Rangebound Days: 58 (92.06) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-06-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 1 (1.59) Oversold Days: 4 (6.35) Neutral RSI Days: 58 (92.06) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2023-06-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 8 (12.70) Neutral Stochastic Days: 46 (73.02) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: Stochastic remains neutral for most days, suggesting a potential trendfollowing approach. Commodity Channel Index (CCI) Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-06-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 5 (7.94) Oversold Days: 10 (15.87) Neutral CCI Days: 48 (76.19) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-06-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 8 (12.70) Neutral Williams R Days: 46 (73.02) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: Williams R remains neutral for most days, suggesting a potential trendfollowing approach.	12.33	13.57	30.94
APH_2023-07-01	MACD Analysis from 2023-04-03 to 2023-06-30 Initial MACD: 0.30 Initial MACD Signal: 0.06 Final MACD: 0.86 Final MACD Signal: 0.71 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 38 (61.29) Bearish Days (MACD Signal): 24 (38.71) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-04-03 to 2023-06-30 Latest Tendency: 41.81 SMA10 Above SMA25: 40.34 39.10 (Shortterm Bullish) SMA25 Above SMA100: 39.10 38.32 (Mediumterm Bullish) SMA100 Above SMA200: 38.32 37.70 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-04-03 to 2023-06-30 Initial ADX: 14.96 Final ADX: 25.53 Initial DI: 33.61 Final DI: 40.73 Initial DI: 17.93 Final DI: 14.30 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 31 (50.00) Bearish Days (DI DI): 31 (50.00) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2023-04-03 to 2023-06-30 Latest Price: 41.81 TenkanSen: 40.61 KijunSen: 38.84 Senkou Span A: 37.12 Senkou Span B: 37.76 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-04-03 to 2023-06-30) Closing Price Summary: Latest Close Price: 41.81 Lowest Close: 35.83 Highest Close: 41.81 Overall Price Trend: Uptrend Price Trend: Uptrend (4.86 change in this period) VWAP Analysis from 2023-04-03 to 2023-06-30 Initial VWAP: 22.94 Final VWAP: 23.42 Initial Close Price: 39.88 Final Close Price: 41.81 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-04-03 to 2023-06-30 OBV Trend: Increasing (1) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 31 (50.82) Bearish Days (OBV Falling): 30 (49.18) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-04-03 to 2023-06-30 CMF Trend: Increasing (123.43) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 60 (96.77) Bearish CMF Days (Selling Pressure): 2 (3.23) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-04-03 to 2023-06-30 Initial AD Line: 179.00 Final AD Line: 180.00 AD Line Trend: Increasing (0.56) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 31 (50.82) Bearish Days (AD Line Falling): 30 (49.18) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.63 Average ATR: 0.67 Keltner Channel Market Analysis Initial State (2023-04-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-06-30): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 8 (12.90) Downtrend Days: 3 (4.84) Consolidation Days: 51 (82.26) Donchian Channel Market Analysis Initial State (2023-04-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-06-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-06-30): Price above Bollinger Upper Band Strong Uptrend Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 4 (6.45) Bearish Breakdown Days: 3 (4.84) Rangebound Days: 55 (88.71) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-06-30): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 11 (17.74) Oversold Days: 4 (6.45) Neutral RSI Days: 47 (75.81) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-06-30): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 22 (35.48) Oversold Days: 7 (11.29) Neutral Stochastic Days: 33 (53.23) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): CCI above 100 Overbought (Potential Sell Signal) Final State (2023-06-30): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 14 (22.58) Oversold Days: 8 (12.90) Neutral CCI Days: 40 (64.52) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2023-06-30): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 22 (35.48) Oversold Days: 7 (11.29) Neutral Williams R Days: 33 (53.23) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	5.4	-0.91	13.91
APH_2023-08-01	MACD Analysis from 2023-05-03 to 2023-08-01 Initial MACD: 0.44 Initial MACD Signal: 0.34 Final MACD: 0.85 Final MACD Signal: 0.76 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 47 (75.81) Bearish Days (MACD Signal): 15 (24.19) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-05-03 to 2023-08-01 Latest Tendency: 43.62 SMA10 Above SMA25: 42.47 41.89 (Shortterm Bullish) SMA25 Above SMA100: 41.89 39.00 (Mediumterm Bullish) SMA100 Above SMA200: 39.00 38.51 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-05-03 to 2023-08-01 Initial ADX: 15.46 Final ADX: 28.56 Initial DI: 20.24 Final DI: 33.96 Initial DI: 30.74 Final DI: 16.76 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 43 (69.35) Bearish Days (DI DI): 19 (30.65) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2023-05-03 to 2023-08-01 Latest Price: 43.62 TenkanSen: 42.68 KijunSen: 41.98 Senkou Span A: 38.89 Senkou Span B: 38.01 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-05-03 to 2023-08-01) Closing Price Summary: Latest Close Price: 43.62 Lowest Close: 35.83 Highest Close: 43.69 Overall Price Trend: Uptrend Price Trend: Uptrend (18.73 change in this period) VWAP Analysis from 2023-05-03 to 2023-08-01 Initial VWAP: 23.10 Final VWAP: 23.59 Initial Close Price: 36.74 Final Close Price: 43.62 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-05-03 to 2023-08-01 OBV Trend: Increasing (7) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 34 (55.74) Bearish Days (OBV Falling): 27 (44.26) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-05-03 to 2023-08-01 CMF Trend: Increasing (37.70) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 61 (98.39) Bearish CMF Days (Selling Pressure): 1 (1.61) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-05-03 to 2023-08-01 Initial AD Line: 172.00 Final AD Line: 179.00 AD Line Trend: Increasing (4.07) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 34 (55.74) Bearish Days (AD Line Falling): 27 (44.26) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.74 Average ATR: 0.64 Keltner Channel Market Analysis Initial State (2023-05-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-08-01): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 18 (29.03) Downtrend Days: 1 (1.61) Consolidation Days: 43 (69.35) Donchian Channel Market Analysis Initial State (2023-05-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-08-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-08-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 6 (9.68) Bearish Breakdown Days: 1 (1.61) Rangebound Days: 55 (88.71) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-08-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 19 (30.65) Oversold Days: 0 (0.00) Neutral RSI Days: 43 (69.35) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-08-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 29 (46.77) Oversold Days: 1 (1.61) Neutral Stochastic Days: 32 (51.61) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-08-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 14 (22.58) Oversold Days: 1 (1.61) Neutral CCI Days: 47 (75.81) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-08-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 29 (46.77) Oversold Days: 1 (1.61) Neutral Williams R Days: 32 (51.61) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-0.06	-3.78	19.63
APH_2023-09-01	MACD Analysis from 2023-06-05 to 2023-09-01 Initial MACD: 0.01 Initial MACD Signal: 0.13 Final MACD: 0.27 Final MACD Signal: 0.21 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 40 (63.49) Bearish Days (MACD Signal): 23 (36.51) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-06-05 to 2023-09-01 Latest Tendency: 43.60 SMA10 Below SMA25: 42.79 42.97 (Shortterm Bearish) SMA25 Above SMA100: 42.97 40.04 (Mediumterm Bullish) SMA100 Above SMA200: 40.04 39.31 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-06-05 to 2023-09-01 Initial ADX: 11.72 Final ADX: 17.85 Initial DI: 28.74 Final DI: 26.54 Initial DI: 25.44 Final DI: 15.64 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 54 (85.71) Bearish Days (DI DI): 9 (14.29) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2023-06-05 to 2023-09-01 Latest Price: 43.60 TenkanSen: 42.87 KijunSen: 42.79 Senkou Span A: 42.27 Senkou Span B: 40.08 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-06-05 to 2023-09-01) Closing Price Summary: Latest Close Price: 43.60 Lowest Close: 37.66 Highest Close: 43.75 Overall Price Trend: Uptrend Price Trend: Uptrend (15.77 change in this period) VWAP Analysis from 2023-06-05 to 2023-09-01 Initial VWAP: 23.28 Final VWAP: 23.74 Initial Close Price: 37.66 Final Close Price: 43.60 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-06-05 to 2023-09-01 OBV Trend: Increasing (6) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 35 (56.45) Bearish Days (OBV Falling): 27 (43.55) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-06-05 to 2023-09-01 CMF Trend: Decreasing (210.46) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 51 (80.95) Bearish CMF Days (Selling Pressure): 12 (19.05) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2023-06-05 to 2023-09-01 Initial AD Line: 172.00 Final AD Line: 180.00 AD Line Trend: Increasing (4.65) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 35 (56.45) Bearish Days (AD Line Falling): 27 (43.55) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.53 Average ATR: 0.64 Keltner Channel Market Analysis Initial State (2023-06-05): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-09-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 18 (28.57) Downtrend Days: 0 (0.00) Consolidation Days: 45 (71.43) Donchian Channel Market Analysis Initial State (2023-06-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-09-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): Price within Bollinger Bands NeutralRangebound Market Final State (2023-09-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 5 (7.94) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 58 (92.06) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-09-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 19 (30.16) Oversold Days: 2 (3.17) Neutral RSI Days: 42 (66.67) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-09-01): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 27 (42.86) Oversold Days: 4 (6.35) Neutral Stochastic Days: 32 (50.79) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): CCI above 100 Overbought (Potential Sell Signal) Final State (2023-09-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 0 (0.00) Neutral CCI Days: 51 (80.95) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-09-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 27 (42.86) Oversold Days: 4 (6.35) Neutral Williams R Days: 32 (50.79) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-4.94	5.52	26.13
APH_2023-10-01	MACD Analysis from 2023-07-03 to 2023-09-29 Initial MACD: 0.89 Initial MACD Signal: 0.75 Final MACD: 0.43 Final MACD Signal: 0.31 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 23 (37.10) Bearish Days (MACD Signal): 39 (62.90) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2023-07-03 to 2023-09-29 Latest Tendency: 41.44 SMA10 Below SMA25: 41.41 42.29 (Shortterm Bearish) SMA25 Above SMA100: 42.29 40.89 (Mediumterm Bullish) SMA100 Above SMA200: 40.89 39.62 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-07-03 to 2023-09-29 Initial ADX: 27.14 Final ADX: 26.69 Initial DI: 38.71 Final DI: 19.70 Initial DI: 13.59 Final DI: 27.67 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 37 (59.68) Bearish Days (DI DI): 25 (40.32) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2023-07-03 to 2023-09-29 Latest Price: 41.44 TenkanSen: 41.42 KijunSen: 41.94 Senkou Span A: 42.53 Senkou Span B: 41.37 Ichimoku Cloud Trend Analysis Price Inside Cloud Market in Consolidation Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Sideways Market: Consider rangetrading strategies while price remains inside the cloud.	Stock Trend Indicators Analysis (2023-07-03 to 2023-09-29) Closing Price Summary: Latest Close Price: 41.44 Lowest Close: 40.20 Highest Close: 43.75 Overall Price Trend: Uptrend Price Trend: Uptrend (0.14 change in this period) VWAP Analysis from 2023-07-03 to 2023-09-29 Initial VWAP: 23.42 Final VWAP: 23.88 Initial Close Price: 41.39 Final Close Price: 41.44 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-07-03 to 2023-09-29 OBV Trend: Decreasing (2) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 28 (45.90) Bearish Days (OBV Falling): 33 (54.10) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-07-03 to 2023-09-29 CMF Trend: Decreasing (164.91) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 33 (53.23) Bearish CMF Days (Selling Pressure): 29 (46.77) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2023-07-03 to 2023-09-29 Initial AD Line: 179.00 Final AD Line: 174.00 AD Line Trend: Decreasing (2.79) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 28 (45.90) Bearish Days (AD Line Falling): 33 (54.10) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.64 Average ATR: 0.61 Keltner Channel Market Analysis Initial State (2023-07-03): Price above Keltner Upper Band Strong Uptrend Final State (2023-09-29): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 10 (16.13) Downtrend Days: 4 (6.45) Consolidation Days: 48 (77.42) Donchian Channel Market Analysis Initial State (2023-07-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-09-29): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-09-29): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 2 (3.23) Bearish Breakdown Days: 3 (4.84) Rangebound Days: 57 (91.94) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2023-09-29): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 8 (12.90) Oversold Days: 8 (12.90) Neutral RSI Days: 46 (74.19) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-09-29): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 12 (19.35) Oversold Days: 10 (16.13) Neutral Stochastic Days: 40 (64.52) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-09-29): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 1 (1.61) Oversold Days: 6 (9.68) Neutral CCI Days: 55 (88.71) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2023-09-29): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 12 (19.35) Oversold Days: 10 (16.13) Neutral Williams R Days: 40 (64.52) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-1.23	16.23	34.73
APH_2023-11-01	MACD Analysis from 2023-08-03 to 2023-11-01 Initial MACD: 0.86 Initial MACD Signal: 0.80 Final MACD: 0.51 Final MACD Signal: 0.56 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 17 (26.98) Bearish Days (MACD Signal): 46 (73.02) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-08-03 to 2023-11-01 Latest Tendency: 40.28 SMA10 Below SMA25: 39.50 40.43 (Shortterm Bearish) SMA25 Below SMA100: 40.43 41.58 (Mediumterm Bearish) SMA100 Above SMA200: 41.58 39.87 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2023-08-03 to 2023-11-01 Initial ADX: 28.99 Final ADX: 23.68 Initial DI: 30.32 Final DI: 18.68 Initial DI: 16.42 Final DI: 22.14 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 18 (28.57) Bearish Days (DI DI): 45 (71.43) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2023-08-03 to 2023-11-01 Latest Price: 40.28 TenkanSen: 39.58 KijunSen: 40.43 Senkou Span A: 41.69 Senkou Span B: 42.25 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2023-08-03 to 2023-11-01) Closing Price Summary: Latest Close Price: 40.28 Lowest Close: 39.07 Highest Close: 43.75 Overall Price Trend: Downtrend Price Trend: Downtrend (7.52 change in this period) VWAP Analysis from 2023-08-03 to 2023-11-01 Initial VWAP: 23.61 Final VWAP: 24.07 Initial Close Price: 43.55 Final Close Price: 40.28 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-08-03 to 2023-11-01 OBV Trend: Decreasing (2) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 29 (46.77) Bearish Days (OBV Falling): 33 (53.23) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-08-03 to 2023-11-01 CMF Trend: Decreasing (141.75) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 11 (17.46) Bearish CMF Days (Selling Pressure): 52 (82.54) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2023-08-03 to 2023-11-01 Initial AD Line: 179.00 Final AD Line: 175.00 AD Line Trend: Decreasing (2.23) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 29 (46.77) Bearish Days (AD Line Falling): 33 (53.23) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.79 Average ATR: 0.67 Keltner Channel Market Analysis Initial State (2023-08-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-11-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 5 (7.94) Consolidation Days: 58 (92.06) Donchian Channel Market Analysis Initial State (2023-08-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-11-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-11-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 6 (9.52) Rangebound Days: 57 (90.48) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-11-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 0 (0.00) Oversold Days: 8 (12.70) Neutral RSI Days: 55 (87.30) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-11-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 5 (7.94) Oversold Days: 20 (31.75) Neutral Stochastic Days: 38 (60.32) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-11-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 0 (0.00) Oversold Days: 13 (20.63) Neutral CCI Days: 50 (79.37) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-11-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 5 (7.94) Oversold Days: 20 (31.75) Neutral Williams R Days: 38 (60.32) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	13.05	29.27	62.28
APH_2023-12-01	MACD Analysis from 2023-09-05 to 2023-12-01 Initial MACD: 0.28 Initial MACD Signal: 0.22 Final MACD: 1.01 Final MACD Signal: 0.91 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 30 (49.18) Bearish Days (MACD Signal): 31 (50.82) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-09-05 to 2023-12-01 Latest Tendency: 45.53 SMA10 Above SMA25: 44.55 42.86 (Shortterm Bullish) SMA25 Above SMA100: 42.86 42.19 (Mediumterm Bullish) SMA100 Above SMA200: 42.19 40.32 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-09-05 to 2023-12-01 Initial ADX: 17.90 Final ADX: 43.00 Initial DI: 25.23 Final DI: 38.03 Initial DI: 17.33 Final DI: 8.93 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 25 (40.98) Bearish Days (DI DI): 36 (59.02) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2023-09-05 to 2023-12-01 Latest Price: 45.53 TenkanSen: 44.79 KijunSen: 42.31 Senkou Span A: 40.45 Senkou Span B: 41.33 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-09-05 to 2023-12-01) Closing Price Summary: Latest Close Price: 45.53 Lowest Close: 39.07 Highest Close: 45.53 Overall Price Trend: Uptrend Price Trend: Uptrend (5.16 change in this period) VWAP Analysis from 2023-09-05 to 2023-12-01 Initial VWAP: 23.74 Final VWAP: 24.24 Initial Close Price: 43.30 Final Close Price: 45.53 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 61 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-09-05 to 2023-12-01 OBV Trend: Increasing (4) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 32 (53.33) Bearish Days (OBV Falling): 28 (46.67) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-09-05 to 2023-12-01 CMF Trend: Increasing (272.26) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 19 (31.15) Bearish CMF Days (Selling Pressure): 42 (68.85) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-09-05 to 2023-12-01 Initial AD Line: 179.00 Final AD Line: 184.00 AD Line Trend: Increasing (2.79) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 32 (53.33) Bearish Days (AD Line Falling): 28 (46.67) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 0.48 Average ATR: 0.67 Keltner Channel Market Analysis Initial State (2023-09-05): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-12-01): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 14 (22.95) Downtrend Days: 5 (8.20) Consolidation Days: 42 (68.85) Donchian Channel Market Analysis Initial State (2023-09-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-12-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): Price within Bollinger Bands NeutralRangebound Market Final State (2023-12-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 1 (1.64) Bearish Breakdown Days: 6 (9.84) Rangebound Days: 54 (88.52) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-12-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 16 (26.23) Oversold Days: 6 (9.84) Neutral RSI Days: 39 (63.93) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-12-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 21 (34.43) Oversold Days: 16 (26.23) Neutral Stochastic Days: 24 (39.34) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 11 (18.03) Oversold Days: 13 (21.31) Neutral CCI Days: 37 (60.66) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-12-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 21 (34.43) Oversold Days: 16 (26.23) Neutral Williams R Days: 24 (39.34) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	7.66	19.91	52.01
LDOS_2021-01-01	MACD Analysis from 2020-10-05 to 2020-12-31 Initial MACD: 0.06 Initial MACD Signal: 0.08 Final MACD: 1.44 Final MACD Signal: 1.85 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 27 (43.55) Bearish Days (MACD Signal): 35 (56.45) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2020-10-05 to 2020-12-31 Latest Tendency: 99.19 SMA10 Above SMA25: 98.35 97.84 (Shortterm Bullish) SMA25 Above SMA100: 97.84 88.29 (Mediumterm Bullish) SMA100 Below SMA200: 88.29 88.50 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2020-10-05 to 2020-12-31 Initial ADX: 10.60 Final ADX: 32.27 Initial DI: 24.15 Final DI: 24.29 Initial DI: 24.10 Final DI: 15.56 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 46 (74.19) Bearish Days (DI DI): 16 (25.81) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2020-10-05 to 2020-12-31 Latest Price: 99.19 TenkanSen: 98.13 KijunSen: 97.45 Senkou Span A: 88.82 Senkou Span B: 85.46 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2020-10-05 to 2020-12-31) Closing Price Summary: Latest Close Price: 99.19 Lowest Close: 74.62 Highest Close: 99.71 Overall Price Trend: Uptrend Price Trend: Uptrend (17.41 change in this period) VWAP Analysis from 2020-10-05 to 2020-12-31 Initial VWAP: 54.99 Final VWAP: 56.11 Initial Close Price: 84.48 Final Close Price: 99.19 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2020-10-05 to 2020-12-31 OBV Trend: Increasing (4) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 34 (55.74) Bearish Days (OBV Falling): 27 (44.26) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2020-10-05 to 2020-12-31 CMF Trend: Increasing (408.77) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 33 (53.23) Bearish CMF Days (Selling Pressure): 29 (46.77) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2020-10-05 to 2020-12-31 Initial AD Line: 118.00 Final AD Line: 125.00 AD Line Trend: Increasing (5.93) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 34 (55.74) Bearish Days (AD Line Falling): 27 (44.26) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.09 Average ATR: 2.28 Keltner Channel Market Analysis Initial State (2020-10-05): Price inside Keltner Channel ConsolidationRangebound Market Final State (2020-12-31): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 15 (24.19) Downtrend Days: 3 (4.84) Consolidation Days: 44 (70.97) Donchian Channel Market Analysis Initial State (2020-10-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2020-12-31): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2020-10-05 to 2020-12-31 Initial State (2020-10-05): Price within Bollinger Bands NeutralRangebound Market Final State (2020-12-31): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 1 (1.61) Bearish Breakdown Days: 5 (8.06) Rangebound Days: 56 (90.32) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2020-10-05 to 2020-12-31 Initial State (2020-10-05): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2020-12-31): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 17 (27.42) Oversold Days: 5 (8.06) Neutral RSI Days: 40 (64.52) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2020-10-05 to 2020-12-31 Initial State (2020-10-05): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2020-12-31): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 27 (43.55) Oversold Days: 15 (24.19) Neutral Stochastic Days: 20 (32.26) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2020-10-05 to 2020-12-31 Initial State (2020-10-05): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2020-12-31): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 9 (14.52) Oversold Days: 11 (17.74) Neutral CCI Days: 42 (67.74) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2020-10-05 to 2020-12-31 Initial State (2020-10-05): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2020-12-31): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 27 (43.55) Oversold Days: 15 (24.19) Neutral Williams R Days: 20 (32.26) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	2.56	-1.38	3.15
LDOS_2021-02-01	MACD Analysis from 2020-11-03 to 2021-02-01 Initial MACD: 1.26 Initial MACD Signal: 1.40 Final MACD: 1.29 Final MACD Signal: 1.73 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 32 (52.46) Bearish Days (MACD Signal): 29 (47.54) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2020-11-03 to 2021-02-01 Latest Tendency: 99.13 SMA10 Above SMA25: 103.38 100.53 (Shortterm Bullish) SMA25 Above SMA100: 100.53 91.38 (Mediumterm Bullish) SMA100 Above SMA200: 91.38 90.34 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2020-11-03 to 2021-02-01 Initial ADX: 20.27 Final ADX: 32.77 Initial DI: 27.25 Final DI: 20.48 Initial DI: 26.12 Final DI: 26.08 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 60 (98.36) Bearish Days (DI DI): 1 (1.64) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2020-11-03 to 2021-02-01 Latest Price: 99.13 TenkanSen: 102.06 KijunSen: 101.37 Senkou Span A: 97.24 Senkou Span B: 87.55 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2020-11-03 to 2021-02-01) Closing Price Summary: Latest Close Price: 99.13 Lowest Close: 82.73 Highest Close: 106.34 Overall Price Trend: Uptrend Price Trend: Uptrend (19.83 change in this period) VWAP Analysis from 2020-11-03 to 2021-02-01 Initial VWAP: 55.28 Final VWAP: 56.52 Initial Close Price: 82.73 Final Close Price: 99.13 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 61 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2020-11-03 to 2021-02-01 OBV Trend: Increasing (6) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 37 (61.67) Bearish Days (OBV Falling): 23 (38.33) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2020-11-03 to 2021-02-01 CMF Trend: Increasing (78.51) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 51 (83.61) Bearish CMF Days (Selling Pressure): 10 (16.39) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2020-11-03 to 2021-02-01 Initial AD Line: 115.00 Final AD Line: 129.00 AD Line Trend: Increasing (12.17) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 37 (61.67) Bearish Days (AD Line Falling): 23 (38.33) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.84 Average ATR: 2.35 Keltner Channel Market Analysis Initial State (2020-11-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-02-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 17 (27.87) Downtrend Days: 0 (0.00) Consolidation Days: 44 (72.13) Donchian Channel Market Analysis Initial State (2020-11-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-02-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2020-11-03 to 2021-02-01 Initial State (2020-11-03): Price within Bollinger Bands NeutralRangebound Market Final State (2021-02-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 6 (9.84) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 55 (90.16) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2020-11-03 to 2021-02-01 Initial State (2020-11-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-02-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 23 (37.70) Oversold Days: 0 (0.00) Neutral RSI Days: 38 (62.30) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2020-11-03 to 2021-02-01 Initial State (2020-11-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2021-02-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 34 (55.74) Oversold Days: 1 (1.64) Neutral Stochastic Days: 26 (42.62) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2020-11-03 to 2021-02-01 Initial State (2020-11-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-02-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 18 (29.51) Oversold Days: 0 (0.00) Neutral CCI Days: 43 (70.49) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2020-11-03 to 2021-02-01 Initial State (2020-11-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2021-02-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 34 (55.74) Oversold Days: 1 (1.64) Neutral Williams R Days: 26 (42.62) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-14.08	-3.07	-7.7
LDOS_2021-03-01	MACD Analysis from 2020-12-01 to 2021-03-01 Initial MACD: 3.32 Initial MACD Signal: 3.16 Final MACD: 3.83 Final MACD Signal: 1.97 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (MACD Signal): 13 (21.67) Bearish Days (MACD Signal): 47 (78.33) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2020-12-01 to 2021-03-01 Latest Tendency: 87.22 SMA10 Below SMA25: 92.20 98.16 (Shortterm Bearish) SMA25 Above SMA100: 98.16 93.77 (Mediumterm Bullish) SMA100 Above SMA200: 93.77 90.69 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2020-12-01 to 2021-03-01 Initial ADX: 33.85 Final ADX: 33.20 Initial DI: 36.79 Final DI: 13.68 Initial DI: 18.59 Final DI: 36.91 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (DI DI): 47 (78.33) Bearish Days (DI DI): 13 (21.67) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2020-12-01 to 2021-03-01 Latest Price: 87.22 TenkanSen: 91.46 KijunSen: 95.17 Senkou Span A: 100.79 Senkou Span B: 94.55 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2020-12-01 to 2021-03-01) Closing Price Summary: Latest Close Price: 87.22 Lowest Close: 83.46 Highest Close: 106.34 Overall Price Trend: Downtrend Price Trend: Downtrend (8.76 change in this period) VWAP Analysis from 2020-12-01 to 2021-03-01 Initial VWAP: 55.71 Final VWAP: 57.05 Initial Close Price: 95.59 Final Close Price: 87.22 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (Above VWAP): 60 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2020-12-01 to 2021-03-01 OBV Trend: Decreasing (2) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 59 Bullish Days (OBV Rising): 32 (54.24) Bearish Days (OBV Falling): 27 (45.76) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2020-12-01 to 2021-03-01 CMF Trend: Decreasing (260.09) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 60 Bullish CMF Days (Buying Pressure): 41 (68.33) Bearish CMF Days (Selling Pressure): 19 (31.67) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2020-12-01 to 2021-03-01 Initial AD Line: 120.00 Final AD Line: 126.00 AD Line Trend: Increasing (5.00) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 59 Bullish Days (AD Line Rising): 32 (54.24) Bearish Days (AD Line Falling): 26 (44.07) Neutral Days: 1 (1.69) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 3.29 Average ATR: 2.36 Keltner Channel Market Analysis Initial State (2020-12-01): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-03-01): Price below Keltner Lower Band Strong Downtrend MidPeriod Trend Summary: Total Trading Days Analyzed: 60 Uptrend Days: 6 (10.00) Downtrend Days: 5 (8.33) Consolidation Days: 49 (81.67) Donchian Channel Market Analysis Initial State (2020-12-01): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-03-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 60 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 60 (100.00) Bollinger Bands Analysis from 2020-12-01 to 2021-03-01 Initial State (2020-12-01): Price within Bollinger Bands NeutralRangebound Market Final State (2021-03-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 60 Bullish Breakout Days: 5 (8.33) Bearish Breakdown Days: 4 (6.67) Rangebound Days: 51 (85.00) Volatility Assessment High Volatility: Wide bands suggest strong price swings. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2020-12-01 to 2021-03-01 Initial State (2020-12-01): RSI above 70 Overbought (Potential Sell Signal) Final State (2021-03-01): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 60 Overbought Days: 12 (20.00) Oversold Days: 5 (8.33) Neutral RSI Days: 43 (71.67) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2020-12-01 to 2021-03-01 Initial State (2020-12-01): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2021-03-01): Stoch_K below 20 Oversold (Potential Buy Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 60 Overbought Days: 17 (28.33) Oversold Days: 8 (13.33) Neutral Stochastic Days: 35 (58.33) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2020-12-01 to 2021-03-01 Initial State (2020-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-03-01): CCI below 100 Oversold (Potential Buy Signal) CCI Trend Summary Total Trading Days Analyzed: 60 Overbought Days: 9 (15.00) Oversold Days: 6 (10.00) Neutral CCI Days: 45 (75.00) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2020-12-01 to 2021-03-01 Initial State (2020-12-01): Williams R above 20 Overbought (Potential Sell Signal) Final State (2021-03-01): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 60 Overbought Days: 17 (28.33) Oversold Days: 8 (13.33) Neutral Williams R Days: 35 (58.33) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	4.71	13.92	0.36
LDOS_2021-04-01	MACD Analysis from 2021-01-04 to 2021-04-01 Initial MACD: 1.21 Initial MACD Signal: 1.72 Final MACD: 0.28 Final MACD Signal: 0.80 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 26 (42.62) Bearish Days (MACD Signal): 35 (57.38) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-01-04 to 2021-04-01 Latest Tendency: 91.33 SMA10 Above SMA25: 90.87 89.04 (Shortterm Bullish) SMA25 Below SMA100: 89.04 95.56 (Mediumterm Bearish) SMA100 Above SMA200: 95.56 90.01 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2021-01-04 to 2021-04-01 Initial ADX: 30.46 Final ADX: 16.33 Initial DI: 21.48 Final DI: 19.16 Initial DI: 18.69 Final DI: 19.78 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 27 (44.26) Bearish Days (DI DI): 34 (55.74) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-01-04 to 2021-04-01 Latest Price: 91.33 TenkanSen: 90.82 KijunSen: 88.18 Senkou Span A: 95.20 Senkou Span B: 96.00 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2021-01-04 to 2021-04-01) Closing Price Summary: Latest Close Price: 91.33 Lowest Close: 83.46 Highest Close: 106.34 Overall Price Trend: Downtrend Price Trend: Downtrend (5.51 change in this period) VWAP Analysis from 2021-01-04 to 2021-04-01 Initial VWAP: 56.13 Final VWAP: 57.46 Initial Close Price: 96.66 Final Close Price: 91.33 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 61 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-01-04 to 2021-04-01 OBV Trend: Decreasing (3) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 33 (55.00) Bearish Days (OBV Falling): 27 (45.00) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-01-04 to 2021-04-01 CMF Trend: Increasing (57.54) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 23 (37.70) Bearish CMF Days (Selling Pressure): 38 (62.30) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-01-04 to 2021-04-01 Initial AD Line: 124.00 Final AD Line: 131.00 AD Line Trend: Increasing (5.65) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 33 (55.00) Bearish Days (AD Line Falling): 26 (43.33) Neutral Days: 1 (1.67) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.16 Average ATR: 2.62 Keltner Channel Market Analysis Initial State (2021-01-04): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-04-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 2 (3.28) Downtrend Days: 8 (13.11) Consolidation Days: 51 (83.61) Donchian Channel Market Analysis Initial State (2021-01-04): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-04-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2021-01-04 to 2021-04-01 Initial State (2021-01-04): Price within Bollinger Bands NeutralRangebound Market Final State (2021-04-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 5 (8.20) Bearish Breakdown Days: 4 (6.56) Rangebound Days: 52 (85.25) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-01-04 to 2021-04-01 Initial State (2021-01-04): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-04-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 11 (18.03) Oversold Days: 11 (18.03) Neutral RSI Days: 39 (63.93) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2021-01-04 to 2021-04-01 Initial State (2021-01-04): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2021-04-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 12 (19.67) Oversold Days: 11 (18.03) Neutral Stochastic Days: 38 (62.30) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-01-04 to 2021-04-01 Initial State (2021-01-04): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-04-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 9 (14.75) Oversold Days: 9 (14.75) Neutral CCI Days: 43 (70.49) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-01-04 to 2021-04-01 Initial State (2021-01-04): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2021-04-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 12 (19.67) Oversold Days: 11 (18.03) Neutral Williams R Days: 38 (62.30) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	5.01	9.05	4.07
LDOS_2021-05-01	MACD Analysis from 2021-02-01 to 2021-04-30 Initial MACD: 1.29 Initial MACD Signal: 1.73 Final MACD: 0.75 Final MACD Signal: 0.86 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 32 (51.61) Bearish Days (MACD Signal): 30 (48.39) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-02-01 to 2021-04-30 Latest Tendency: 95.91 SMA10 Above SMA25: 95.43 94.44 (Shortterm Bullish) SMA25 Below SMA100: 94.44 95.85 (Mediumterm Bearish) SMA100 Above SMA200: 95.85 90.92 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-02-01 to 2021-04-30 Initial ADX: 32.77 Final ADX: 12.34 Initial DI: 20.48 Final DI: 18.23 Initial DI: 26.08 Final DI: 17.63 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 26 (41.94) Bearish Days (DI DI): 36 (58.06) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-02-01 to 2021-04-30 Latest Price: 95.91 TenkanSen: 95.13 KijunSen: 93.16 Senkou Span A: 91.13 Senkou Span B: 95.17 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-02-01 to 2021-04-30) Closing Price Summary: Latest Close Price: 95.91 Lowest Close: 83.46 Highest Close: 103.58 Overall Price Trend: Downtrend Price Trend: Downtrend (3.25 change in this period) VWAP Analysis from 2021-02-01 to 2021-04-30 Initial VWAP: 56.52 Final VWAP: 57.86 Initial Close Price: 99.13 Final Close Price: 95.91 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-02-01 to 2021-04-30 OBV Trend: Decreasing (3) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 32 (52.46) Bearish Days (OBV Falling): 29 (47.54) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-02-01 to 2021-04-30 CMF Trend: Decreasing (272.38) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 19 (30.65) Bearish CMF Days (Selling Pressure): 43 (69.35) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-02-01 to 2021-04-30 Initial AD Line: 129.00 Final AD Line: 133.00 AD Line Trend: Increasing (3.10) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 32 (52.46) Bearish Days (AD Line Falling): 28 (45.90) Neutral Days: 1 (1.64) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Low Volatility: ATR is significantly below average. Latest ATR: 1.49 Average ATR: 2.44 Keltner Channel Market Analysis Initial State (2021-02-01): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-04-30): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 8 (12.90) Consolidation Days: 54 (87.10) Donchian Channel Market Analysis Initial State (2021-02-01): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-04-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2021-02-01 to 2021-04-30 Initial State (2021-02-01): Price within Bollinger Bands NeutralRangebound Market Final State (2021-04-30): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 2 (3.23) Bearish Breakdown Days: 4 (6.45) Rangebound Days: 56 (90.32) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-02-01 to 2021-04-30 Initial State (2021-02-01): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-04-30): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 8 (12.90) Oversold Days: 11 (17.74) Neutral RSI Days: 43 (69.35) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2021-02-01 to 2021-04-30 Initial State (2021-02-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2021-04-30): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 13 (20.97) Oversold Days: 12 (19.35) Neutral Stochastic Days: 37 (59.68) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-02-01 to 2021-04-30 Initial State (2021-02-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-04-30): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 4 (6.45) Oversold Days: 9 (14.52) Neutral CCI Days: 49 (79.03) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-02-01 to 2021-04-30 Initial State (2021-02-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2021-04-30): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 13 (20.97) Oversold Days: 12 (19.35) Neutral Williams R Days: 37 (59.68) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-0.48	-9.35	-8.96
LDOS_2021-06-01	MACD Analysis from 2021-03-03 to 2021-06-01 Initial MACD: 4.24 Initial MACD Signal: 2.77 Final MACD: 0.44 Final MACD Signal: 0.61 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 39 (61.90) Bearish Days (MACD Signal): 24 (38.10) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-03-03 to 2021-06-01 Latest Tendency: 97.73 SMA10 Below SMA25: 97.28 97.34 (Shortterm Bearish) SMA25 Above SMA100: 97.34 95.77 (Mediumterm Bullish) SMA100 Above SMA200: 95.77 92.15 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-03-03 to 2021-06-01 Initial ADX: 35.11 Final ADX: 13.42 Initial DI: 12.15 Final DI: 15.24 Initial DI: 34.63 Final DI: 19.78 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 28 (44.44) Bearish Days (DI DI): 35 (55.56) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-03-03 to 2021-06-01 Latest Price: 97.73 TenkanSen: 97.14 KijunSen: 96.98 Senkou Span A: 94.50 Senkou Span B: 93.63 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-03-03 to 2021-06-01) Closing Price Summary: Latest Close Price: 97.73 Lowest Close: 84.05 Highest Close: 99.24 Overall Price Trend: Uptrend Price Trend: Uptrend (14.74 change in this period) VWAP Analysis from 2021-03-03 to 2021-06-01 Initial VWAP: 57.10 Final VWAP: 58.18 Initial Close Price: 85.17 Final Close Price: 97.73 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-03-03 to 2021-06-01 OBV Trend: Increasing (4) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 36 (58.06) Bearish Days (OBV Falling): 24 (38.71) Neutral Days: 2 (3.23) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-03-03 to 2021-06-01 CMF Trend: Increasing (83.18) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 25 (39.68) Bearish CMF Days (Selling Pressure): 38 (60.32) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-03-03 to 2021-06-01 Initial AD Line: 126.00 Final AD Line: 138.00 AD Line Trend: Increasing (9.52) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 36 (58.06) Bearish Days (AD Line Falling): 24 (38.71) Neutral Days: 2 (3.23) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Low Volatility: ATR is significantly below average. Latest ATR: 1.37 Average ATR: 2.12 Keltner Channel Market Analysis Initial State (2021-03-03): Price below Keltner Lower Band Strong Downtrend Final State (2021-06-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 2 (3.17) Downtrend Days: 2 (3.17) Consolidation Days: 59 (93.65) Donchian Channel Market Analysis Initial State (2021-03-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-06-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-03-03 to 2021-06-01 Initial State (2021-03-03): Price within Bollinger Bands NeutralRangebound Market Final State (2021-06-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 4 (6.35) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 59 (93.65) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-03-03 to 2021-06-01 Initial State (2021-03-03): RSI below 30 Oversold (Potential Buy Signal) Final State (2021-06-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 5 (7.94) Neutral RSI Days: 48 (76.19) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-03-03 to 2021-06-01 Initial State (2021-03-03): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2021-06-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 4 (6.35) Neutral Stochastic Days: 41 (65.08) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-03-03 to 2021-06-01 Initial State (2021-03-03): CCI below 100 Oversold (Potential Buy Signal) Final State (2021-06-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 5 (7.94) Oversold Days: 2 (3.17) Neutral CCI Days: 56 (88.89) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-03-03 to 2021-06-01 Initial State (2021-03-03): Williams R below 80 Oversold (Potential Buy Signal) Final State (2021-06-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 4 (6.35) Neutral Williams R Days: 41 (65.08) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	0.15	-3.71	-15.04
LDOS_2021-07-01	MACD Analysis from 2021-04-05 to 2021-07-01 Initial MACD: 0.04 Initial MACD Signal: 0.63 Final MACD: 0.29 Final MACD Signal: 0.18 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 31 (49.21) Bearish Days (MACD Signal): 32 (50.79) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-04-05 to 2021-07-01 Latest Tendency: 97.88 SMA10 Below SMA25: 98.01 98.87 (Shortterm Bearish) SMA25 Above SMA100: 98.87 95.25 (Mediumterm Bullish) SMA100 Above SMA200: 95.25 93.77 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-04-05 to 2021-07-01 Initial ADX: 16.50 Final ADX: 22.30 Initial DI: 25.80 Final DI: 15.38 Initial DI: 17.64 Final DI: 27.26 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 37 (58.73) Bearish Days (DI DI): 26 (41.27) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-04-05 to 2021-07-01 Latest Price: 97.88 TenkanSen: 98.23 KijunSen: 98.91 Senkou Span A: 97.09 Senkou Span B: 94.32 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-04-05 to 2021-07-01) Closing Price Summary: Latest Close Price: 97.88 Lowest Close: 93.30 Highest Close: 101.80 Overall Price Trend: Uptrend Price Trend: Uptrend (3.44 change in this period) VWAP Analysis from 2021-04-05 to 2021-07-01 Initial VWAP: 57.47 Final VWAP: 58.52 Initial Close Price: 94.62 Final Close Price: 97.88 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-04-05 to 2021-07-01 OBV Trend: Increasing (4) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 36 (58.06) Bearish Days (OBV Falling): 24 (38.71) Neutral Days: 2 (3.23) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-04-05 to 2021-07-01 CMF Trend: Decreasing (180.13) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 25 (39.68) Bearish CMF Days (Selling Pressure): 38 (60.32) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-04-05 to 2021-07-01 Initial AD Line: 132.00 Final AD Line: 144.00 AD Line Trend: Increasing (9.09) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 36 (58.06) Bearish Days (AD Line Falling): 24 (38.71) Neutral Days: 2 (3.23) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.61 Average ATR: 1.63 Keltner Channel Market Analysis Initial State (2021-04-05): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-07-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 6 (9.52) Downtrend Days: 0 (0.00) Consolidation Days: 57 (90.48) Donchian Channel Market Analysis Initial State (2021-04-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-07-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-04-05 to 2021-07-01 Initial State (2021-04-05): Price above Bollinger Upper Band Strong Uptrend Final State (2021-07-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 8 (12.70) Bearish Breakdown Days: 1 (1.59) Rangebound Days: 54 (85.71) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-04-05 to 2021-07-01 Initial State (2021-04-05): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-07-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 1 (1.59) Neutral RSI Days: 50 (79.37) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-04-05 to 2021-07-01 Initial State (2021-04-05): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2021-07-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 22 (34.92) Oversold Days: 6 (9.52) Neutral Stochastic Days: 35 (55.56) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-04-05 to 2021-07-01 Initial State (2021-04-05): CCI above 100 Overbought (Potential Sell Signal) Final State (2021-07-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 13 (20.63) Oversold Days: 2 (3.17) Neutral CCI Days: 48 (76.19) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-04-05 to 2021-07-01 Initial State (2021-04-05): Williams R above 20 Overbought (Potential Sell Signal) Final State (2021-07-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 22 (34.92) Oversold Days: 6 (9.52) Neutral Williams R Days: 35 (55.56) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	3.29	-3.67	-7.99
LDOS_2021-08-01	MACD Analysis from 2021-05-03 to 2021-07-30 Initial MACD: 0.94 Initial MACD Signal: 0.87 Final MACD: 0.75 Final MACD Signal: 0.58 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 32 (50.79) Bearish Days (MACD Signal): 31 (49.21) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-05-03 to 2021-07-30 Latest Tendency: 101.10 SMA10 Above SMA25: 100.57 99.24 (Shortterm Bullish) SMA25 Above SMA100: 99.24 96.72 (Mediumterm Bullish) SMA100 Above SMA200: 96.72 95.30 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-05-03 to 2021-07-30 Initial ADX: 13.31 Final ADX: 13.28 Initial DI: 26.65 Final DI: 22.12 Initial DI: 15.66 Final DI: 23.79 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 21 (33.33) Bearish Days (DI DI): 42 (66.67) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-05-03 to 2021-07-30 Latest Price: 101.10 TenkanSen: 100.39 KijunSen: 98.47 Senkou Span A: 99.64 Senkou Span B: 97.91 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-05-03 to 2021-07-30) Closing Price Summary: Latest Close Price: 101.10 Lowest Close: 95.88 Highest Close: 101.80 Overall Price Trend: Uptrend Price Trend: Uptrend (2.95 change in this period) VWAP Analysis from 2021-05-03 to 2021-07-30 Initial VWAP: 57.88 Final VWAP: 58.80 Initial Close Price: 98.20 Final Close Price: 101.10 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-05-03 to 2021-07-30 OBV Trend: Increasing (3) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 36 (58.06) Bearish Days (OBV Falling): 24 (38.71) Neutral Days: 2 (3.23) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-05-03 to 2021-07-30 CMF Trend: Increasing (143.21) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 20 (31.75) Bearish CMF Days (Selling Pressure): 43 (68.25) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-05-03 to 2021-07-30 Initial AD Line: 134.00 Final AD Line: 146.00 AD Line Trend: Increasing (8.96) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 36 (58.06) Bearish Days (AD Line Falling): 24 (38.71) Neutral Days: 2 (3.23) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.66 Average ATR: 1.61 Keltner Channel Market Analysis Initial State (2021-05-03): Price above Keltner Upper Band Strong Uptrend Final State (2021-07-30): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 6 (9.52) Downtrend Days: 0 (0.00) Consolidation Days: 57 (90.48) Donchian Channel Market Analysis Initial State (2021-05-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-07-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-05-03 to 2021-07-30 Initial State (2021-05-03): Price above Bollinger Upper Band Strong Uptrend Final State (2021-07-30): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 6 (9.52) Bearish Breakdown Days: 1 (1.59) Rangebound Days: 56 (88.89) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-05-03 to 2021-07-30 Initial State (2021-05-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2021-07-30): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 1 (1.59) Neutral RSI Days: 53 (84.13) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-05-03 to 2021-07-30 Initial State (2021-05-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2021-07-30): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 24 (38.10) Oversold Days: 5 (7.94) Neutral Stochastic Days: 34 (53.97) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-05-03 to 2021-07-30 Initial State (2021-05-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-07-30): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 11 (17.46) Oversold Days: 3 (4.76) Neutral CCI Days: 49 (77.78) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-05-03 to 2021-07-30 Initial State (2021-05-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2021-07-30): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 24 (38.10) Oversold Days: 5 (7.94) Neutral Williams R Days: 34 (53.97) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-8.73	-11.56	-13.62
LDOS_2021-09-01	MACD Analysis from 2021-06-03 to 2021-09-01 Initial MACD: 0.48 Initial MACD Signal: 0.56 Final MACD: 0.82 Final MACD Signal: 1.24 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (MACD Signal): 36 (56.25) Bearish Days (MACD Signal): 28 (43.75) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-06-03 to 2021-09-01 Latest Tendency: 92.87 SMA10 Below SMA25: 92.50 92.80 (Shortterm Bearish) SMA25 Below SMA100: 92.80 96.81 (Mediumterm Bearish) SMA100 Above SMA200: 96.81 96.35 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2021-06-03 to 2021-09-01 Initial ADX: 12.80 Final ADX: 22.27 Initial DI: 15.59 Final DI: 20.18 Initial DI: 19.20 Final DI: 28.08 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (DI DI): 14 (21.88) Bearish Days (DI DI): 50 (78.12) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-06-03 to 2021-09-01 Latest Price: 92.87 TenkanSen: 92.28 KijunSen: 95.72 Senkou Span A: 98.83 Senkou Span B: 98.30 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2021-06-03 to 2021-09-01) Closing Price Summary: Latest Close Price: 92.87 Lowest Close: 89.02 Highest Close: 101.80 Overall Price Trend: Downtrend Price Trend: Downtrend (5.28 change in this period) VWAP Analysis from 2021-06-03 to 2021-09-01 Initial VWAP: 58.20 Final VWAP: 59.16 Initial Close Price: 98.05 Final Close Price: 92.87 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (Above VWAP): 64 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-06-03 to 2021-09-01 OBV Trend: Increasing (1) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (OBV Rising): 37 (58.73) Bearish Days (OBV Falling): 26 (41.27) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-06-03 to 2021-09-01 CMF Trend: Increasing (239.27) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 64 Bullish CMF Days (Buying Pressure): 16 (25.00) Bearish CMF Days (Selling Pressure): 48 (75.00) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-06-03 to 2021-09-01 Initial AD Line: 138.00 Final AD Line: 149.00 AD Line Trend: Increasing (7.97) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (AD Line Rising): 37 (58.73) Bearish Days (AD Line Falling): 26 (41.27) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.37 Average ATR: 1.73 Keltner Channel Market Analysis Initial State (2021-06-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-09-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 4 (6.25) Downtrend Days: 6 (9.38) Consolidation Days: 54 (84.38) Donchian Channel Market Analysis Initial State (2021-06-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-09-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 64 (100.00) Bollinger Bands Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): Price within Bollinger Bands NeutralRangebound Market Final State (2021-09-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 64 Bullish Breakout Days: 4 (6.25) Bearish Breakdown Days: 4 (6.25) Rangebound Days: 56 (87.50) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-09-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 8 (12.50) Oversold Days: 14 (21.88) Neutral RSI Days: 42 (65.62) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2021-09-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 20 (31.25) Oversold Days: 13 (20.31) Neutral Stochastic Days: 31 (48.44) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-09-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 10 (15.62) Oversold Days: 9 (14.06) Neutral CCI Days: 45 (70.31) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2021-09-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 20 (31.25) Oversold Days: 13 (20.31) Neutral Williams R Days: 31 (48.44) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	0.03	-9.55	9.12
LDOS_2021-10-01	MACD Analysis from 2021-07-06 to 2021-10-01 Initial MACD: 0.42 Initial MACD Signal: 0.01 Final MACD: 0.26 Final MACD Signal: 0.81 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 40 (63.49) Bearish Days (MACD Signal): 23 (36.51) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-07-06 to 2021-10-01 Latest Tendency: 92.90 SMA10 Below SMA25: 90.37 91.45 (Shortterm Bearish) SMA25 Below SMA100: 91.45 95.69 (Mediumterm Bearish) SMA100 Below SMA200: 95.69 95.79 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: Strong Bearish Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2021-07-06 to 2021-10-01 Initial ADX: 24.04 Final ADX: 23.40 Initial DI: 13.70 Final DI: 21.35 Initial DI: 35.84 Final DI: 20.89 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 6 (9.52) Bearish Days (DI DI): 57 (90.48) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-07-06 to 2021-10-01 Latest Price: 92.90 TenkanSen: 90.13 KijunSen: 90.42 Senkou Span A: 93.98 Senkou Span B: 95.72 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2021-07-06 to 2021-10-01) Closing Price Summary: Latest Close Price: 92.90 Lowest Close: 86.67 Highest Close: 101.75 Overall Price Trend: Downtrend Price Trend: Downtrend (3.55 change in this period) VWAP Analysis from 2021-07-06 to 2021-10-01 Initial VWAP: 58.54 Final VWAP: 59.50 Initial Close Price: 96.32 Final Close Price: 92.90 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-07-06 to 2021-10-01 OBV Trend: Decreasing (1) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 35 (56.45) Bearish Days (OBV Falling): 27 (43.55) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-07-06 to 2021-10-01 CMF Trend: Decreasing (94.38) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 20 (31.75) Bearish CMF Days (Selling Pressure): 43 (68.25) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-07-06 to 2021-10-01 Initial AD Line: 142.00 Final AD Line: 150.00 AD Line Trend: Increasing (5.63) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 35 (56.45) Bearish Days (AD Line Falling): 27 (43.55) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.14 Average ATR: 1.89 Keltner Channel Market Analysis Initial State (2021-07-06): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-10-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 9 (14.29) Consolidation Days: 54 (85.71) Donchian Channel Market Analysis Initial State (2021-07-06): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-10-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): Price within Bollinger Bands NeutralRangebound Market Final State (2021-10-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 8 (12.70) Rangebound Days: 55 (87.30) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-10-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 1 (1.59) Oversold Days: 16 (25.40) Neutral RSI Days: 46 (73.02) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2021-10-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 13 (20.63) Neutral Stochastic Days: 32 (50.79) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): CCI below 100 Oversold (Potential Buy Signal) Final State (2021-10-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 2 (3.17) Oversold Days: 13 (20.63) Neutral CCI Days: 48 (76.19) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2021-10-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 13 (20.63) Neutral Williams R Days: 32 (50.79) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	3.82	-5.7	13.36
LDOS_2021-11-01	MACD Analysis from 2021-08-03 to 2021-11-01 Initial MACD: 0.09 Initial MACD Signal: 0.48 Final MACD: 0.90 Final MACD Signal: 0.94 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (MACD Signal): 41 (64.06) Bearish Days (MACD Signal): 23 (35.94) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-08-03 to 2021-11-01 Latest Tendency: 96.44 SMA10 Above SMA25: 95.82 94.36 (Shortterm Bullish) SMA25 Below SMA100: 94.36 95.02 (Mediumterm Bearish) SMA100 Below SMA200: 95.02 95.38 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-08-03 to 2021-11-01 Initial ADX: 15.55 Final ADX: 14.51 Initial DI: 15.54 Final DI: 21.41 Initial DI: 48.66 Final DI: 22.67 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (DI DI): 19 (29.69) Bearish Days (DI DI): 45 (70.31) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-08-03 to 2021-11-01 Latest Price: 96.44 TenkanSen: 95.31 KijunSen: 94.04 Senkou Span A: 90.18 Senkou Span B: 94.73 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-08-03 to 2021-11-01) Closing Price Summary: Latest Close Price: 96.44 Lowest Close: 86.67 Highest Close: 97.29 Overall Price Trend: Uptrend Price Trend: Uptrend (6.43 change in this period) VWAP Analysis from 2021-08-03 to 2021-11-01 Initial VWAP: 58.87 Final VWAP: 59.75 Initial Close Price: 90.62 Final Close Price: 96.44 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (Above VWAP): 64 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-08-03 to 2021-11-01 OBV Trend: Increasing (0) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (OBV Rising): 35 (55.56) Bearish Days (OBV Falling): 27 (42.86) Neutral Days: 1 (1.59) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-08-03 to 2021-11-01 CMF Trend: Increasing (172.54) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 64 Bullish CMF Days (Buying Pressure): 24 (37.50) Bearish CMF Days (Selling Pressure): 40 (62.50) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-08-03 to 2021-11-01 Initial AD Line: 146.00 Final AD Line: 154.00 AD Line Trend: Increasing (5.48) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (AD Line Rising): 35 (55.56) Bearish Days (AD Line Falling): 27 (42.86) Neutral Days: 1 (1.59) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.75 Average ATR: 1.94 Keltner Channel Market Analysis Initial State (2021-08-03): Price below Keltner Lower Band Strong Downtrend Final State (2021-11-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 0 (0.00) Downtrend Days: 9 (14.06) Consolidation Days: 55 (85.94) Donchian Channel Market Analysis Initial State (2021-08-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-11-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 64 (100.00) Bollinger Bands Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): Price below Bollinger Lower Band Strong Downtrend Final State (2021-11-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 64 Bullish Breakout Days: 1 (1.56) Bearish Breakdown Days: 8 (12.50) Rangebound Days: 55 (85.94) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): RSI below 30 Oversold (Potential Buy Signal) Final State (2021-11-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 6 (9.38) Oversold Days: 16 (25.00) Neutral RSI Days: 42 (65.62) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2021-11-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 19 (29.69) Oversold Days: 13 (20.31) Neutral Stochastic Days: 32 (50.00) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): CCI below 100 Oversold (Potential Buy Signal) Final State (2021-11-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 2 (3.12) Oversold Days: 12 (18.75) Neutral CCI Days: 50 (78.12) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): Williams R below 80 Oversold (Potential Buy Signal) Final State (2021-11-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 19 (29.69) Oversold Days: 13 (20.31) Neutral Williams R Days: 32 (50.00) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-13.53	-12.22	0.21
LDOS_2021-12-01	MACD Analysis from 2021-09-02 to 2021-12-01 Initial MACD: 0.65 Initial MACD Signal: 1.12 Final MACD: 2.01 Final MACD Signal: 1.52 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 31 (49.21) Bearish Days (MACD Signal): 32 (50.79) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-09-02 to 2021-12-01 Latest Tendency: 83.39 SMA10 Below SMA25: 87.13 89.76 (Shortterm Bearish) SMA25 Below SMA100: 89.76 92.90 (Mediumterm Bearish) SMA100 Below SMA200: 92.90 93.97 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: Strong Bearish Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2021-09-02 to 2021-12-01 Initial ADX: 21.17 Final ADX: 25.66 Initial DI: 22.53 Final DI: 14.89 Initial DI: 25.91 Final DI: 33.39 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 19 (30.16) Bearish Days (DI DI): 44 (69.84) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2021-09-02 to 2021-12-01 Latest Price: 83.39 TenkanSen: 86.85 KijunSen: 90.23 Senkou Span A: 93.53 Senkou Span B: 91.99 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2021-09-02 to 2021-12-01) Closing Price Summary: Latest Close Price: 83.39 Lowest Close: 83.39 Highest Close: 97.29 Overall Price Trend: Downtrend Price Trend: Downtrend (11.47 change in this period) VWAP Analysis from 2021-09-02 to 2021-12-01 Initial VWAP: 59.17 Final VWAP: 59.98 Initial Close Price: 94.20 Final Close Price: 83.39 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-09-02 to 2021-12-01 OBV Trend: Decreasing (5) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 27 (43.55) Bearish Days (OBV Falling): 34 (54.84) Neutral Days: 1 (1.61) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-09-02 to 2021-12-01 CMF Trend: Decreasing (259.79) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 24 (38.10) Bearish CMF Days (Selling Pressure): 39 (61.90) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-09-02 to 2021-12-01 Initial AD Line: 150.00 Final AD Line: 143.00 AD Line Trend: Decreasing (4.67) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 27 (43.55) Bearish Days (AD Line Falling): 34 (54.84) Neutral Days: 1 (1.61) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.85 Average ATR: 1.89 Keltner Channel Market Analysis Initial State (2021-09-02): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-12-01): Price below Keltner Lower Band Strong Downtrend MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 5 (7.94) Consolidation Days: 58 (92.06) Donchian Channel Market Analysis Initial State (2021-09-02): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-12-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): Price within Bollinger Bands NeutralRangebound Market Final State (2021-12-01): Price below Bollinger Lower Band Strong Downtrend Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 1 (1.59) Bearish Breakdown Days: 9 (14.29) Rangebound Days: 53 (84.13) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-12-01): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 5 (7.94) Oversold Days: 10 (15.87) Neutral RSI Days: 48 (76.19) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2021-12-01): Stoch_K below 20 Oversold (Potential Buy Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 17 (26.98) Oversold Days: 21 (33.33) Neutral Stochastic Days: 25 (39.68) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 2 (3.17) Oversold Days: 11 (17.46) Neutral CCI Days: 50 (79.37) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): Williams R above 20 Overbought (Potential Sell Signal) Final State (2021-12-01): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 17 (26.98) Oversold Days: 21 (33.33) Neutral Williams R Days: 25 (39.68) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	2.06	17.06	8.86
LDOS_2022-01-01	MACD Analysis from 2021-10-04 to 2021-12-31 Initial MACD: 0.08 Initial MACD Signal: 0.66 Final MACD: 0.87 Final MACD Signal: 1.30 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 31 (49.21) Bearish Days (MACD Signal): 32 (50.79) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-10-04 to 2021-12-31 Latest Tendency: 85.11 SMA10 Below SMA25: 83.63 84.50 (Shortterm Bearish) SMA25 Below SMA100: 84.50 90.16 (Mediumterm Bearish) SMA100 Below SMA200: 90.16 93.48 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: Strong Bearish Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2021-10-04 to 2021-12-31 Initial ADX: 22.24 Final ADX: 23.12 Initial DI: 22.14 Final DI: 18.78 Initial DI: 19.20 Final DI: 22.97 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 16 (25.40) Bearish Days (DI DI): 47 (74.60) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-10-04 to 2021-12-31 Latest Price: 85.11 TenkanSen: 82.44 KijunSen: 84.77 Senkou Span A: 90.48 Senkou Span B: 91.99 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2021-10-04 to 2021-12-31) Closing Price Summary: Latest Close Price: 85.11 Lowest Close: 80.84 Highest Close: 97.29 Overall Price Trend: Downtrend Price Trend: Downtrend (8.79 change in this period) VWAP Analysis from 2021-10-04 to 2021-12-31 Initial VWAP: 59.51 Final VWAP: 60.24 Initial Close Price: 93.31 Final Close Price: 85.11 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-10-04 to 2021-12-31 OBV Trend: Decreasing (2) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 28 (45.16) Bearish Days (OBV Falling): 33 (53.23) Neutral Days: 1 (1.61) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-10-04 to 2021-12-31 CMF Trend: Decreasing (15.33) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 16 (25.40) Bearish CMF Days (Selling Pressure): 47 (74.60) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-10-04 to 2021-12-31 Initial AD Line: 151.00 Final AD Line: 146.00 AD Line Trend: Decreasing (3.31) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 28 (45.16) Bearish Days (AD Line Falling): 33 (53.23) Neutral Days: 1 (1.61) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.84 Average ATR: 1.99 Keltner Channel Market Analysis Initial State (2021-10-04): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-12-31): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 3 (4.76) Consolidation Days: 60 (95.24) Donchian Channel Market Analysis Initial State (2021-10-04): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-12-31): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): Price within Bollinger Bands NeutralRangebound Market Final State (2021-12-31): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 1 (1.59) Bearish Breakdown Days: 5 (7.94) Rangebound Days: 57 (90.48) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-12-31): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 5 (7.94) Oversold Days: 7 (11.11) Neutral RSI Days: 51 (80.95) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2021-12-31): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 13 (20.63) Oversold Days: 23 (36.51) Neutral Stochastic Days: 27 (42.86) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-12-31): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 2 (3.17) Oversold Days: 6 (9.52) Neutral CCI Days: 55 (87.30) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): Williams R above 20 Overbought (Potential Sell Signal) Final State (2021-12-31): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 13 (20.63) Oversold Days: 23 (36.51) Neutral Williams R Days: 27 (42.86) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-1.87	20.27	11.62
LDOS_2022-02-01	MACD Analysis from 2021-11-03 to 2022-02-01 Initial MACD: 0.29 Initial MACD Signal: 0.77 Final MACD: 0.15 Final MACD Signal: 0.35 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 30 (48.39) Bearish Days (MACD Signal): 32 (51.61) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-11-03 to 2022-02-01 Latest Tendency: 84.79 SMA10 Above SMA25: 87.37 87.05 (Shortterm Bullish) SMA25 Below SMA100: 87.05 89.07 (Mediumterm Bearish) SMA100 Below SMA200: 89.07 92.90 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2021-11-03 to 2022-02-01 Initial ADX: 16.43 Final ADX: 19.30 Initial DI: 15.23 Final DI: 19.65 Initial DI: 29.08 Final DI: 30.16 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 13 (20.97) Bearish Days (DI DI): 49 (79.03) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-11-03 to 2022-02-01 Latest Price: 84.79 TenkanSen: 85.89 KijunSen: 85.89 Senkou Span A: 83.79 Senkou Span B: 88.56 Ichimoku Cloud Trend Analysis Price Inside Cloud Market in Consolidation Neutral Signal: TenkanSen and KijunSen are aligned No clear momentum shift Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Sideways Market: Consider rangetrading strategies while price remains inside the cloud.	Stock Trend Indicators Analysis (2021-11-03 to 2022-02-01) Closing Price Summary: Latest Close Price: 84.79 Lowest Close: 80.84 Highest Close: 91.36 Overall Price Trend: Downtrend Price Trend: Downtrend (6.46 change in this period) VWAP Analysis from 2021-11-03 to 2022-02-01 Initial VWAP: 59.80 Final VWAP: 60.56 Initial Close Price: 90.65 Final Close Price: 84.79 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-11-03 to 2022-02-01 OBV Trend: Decreasing (2) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 28 (45.90) Bearish Days (OBV Falling): 33 (54.10) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-11-03 to 2022-02-01 CMF Trend: Increasing (1708.79) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 11 (17.74) Bearish CMF Days (Selling Pressure): 51 (82.26) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-11-03 to 2022-02-01 Initial AD Line: 152.00 Final AD Line: 147.00 AD Line Trend: Decreasing (3.29) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 28 (45.90) Bearish Days (AD Line Falling): 33 (54.10) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.81 Average ATR: 2.03 Keltner Channel Market Analysis Initial State (2021-11-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-02-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 3 (4.84) Consolidation Days: 59 (95.16) Donchian Channel Market Analysis Initial State (2021-11-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-02-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): Price below Bollinger Lower Band Strong Downtrend Final State (2022-02-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 1 (1.61) Bearish Breakdown Days: 6 (9.68) Rangebound Days: 55 (88.71) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-02-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 5 (8.06) Oversold Days: 7 (11.29) Neutral RSI Days: 50 (80.65) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2022-02-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 10 (16.13) Oversold Days: 24 (38.71) Neutral Stochastic Days: 28 (45.16) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-02-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 7 (11.29) Oversold Days: 7 (11.29) Neutral CCI Days: 48 (77.42) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): Williams R below 80 Oversold (Potential Buy Signal) Final State (2022-02-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 10 (16.13) Oversold Days: 24 (38.71) Neutral Williams R Days: 28 (45.16) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	18.64	13.95	16.65
LDOS_2022-03-01	MACD Analysis from 2021-12-01 to 2022-03-01 Initial MACD: 2.01 Initial MACD Signal: 1.52 Final MACD: 2.39 Final MACD Signal: 0.76 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 38 (61.29) Bearish Days (MACD Signal): 24 (38.71) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-12-01 to 2022-03-01 Latest Tendency: 100.28 SMA10 Above SMA25: 89.89 87.17 (Shortterm Bullish) SMA25 Below SMA100: 87.17 88.46 (Mediumterm Bearish) SMA100 Below SMA200: 88.46 92.00 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-12-01 to 2022-03-01 Initial ADX: 25.66 Final ADX: 22.29 Initial DI: 14.89 Final DI: 41.74 Initial DI: 33.39 Final DI: 16.74 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 17 (27.42) Bearish Days (DI DI): 45 (72.58) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-12-01 to 2022-03-01 Latest Price: 100.28 TenkanSen: 90.76 KijunSen: 89.47 Senkou Span A: 86.48 Senkou Span B: 85.45 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-12-01 to 2022-03-01) Closing Price Summary: Latest Close Price: 100.28 Lowest Close: 80.84 Highest Close: 100.28 Overall Price Trend: Uptrend Price Trend: Uptrend (20.25 change in this period) VWAP Analysis from 2021-12-01 to 2022-03-01 Initial VWAP: 59.98 Final VWAP: 60.97 Initial Close Price: 83.39 Final Close Price: 100.28 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-12-01 to 2022-03-01 OBV Trend: Increasing (5) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 34 (55.74) Bearish Days (OBV Falling): 27 (44.26) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-12-01 to 2022-03-01 CMF Trend: Increasing (195.73) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 29 (46.77) Bearish CMF Days (Selling Pressure): 33 (53.23) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-12-01 to 2022-03-01 Initial AD Line: 143.00 Final AD Line: 150.00 AD Line Trend: Increasing (4.90) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 34 (55.74) Bearish Days (AD Line Falling): 27 (44.26) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 3.34 Average ATR: 2.28 Keltner Channel Market Analysis Initial State (2021-12-01): Price below Keltner Lower Band Strong Downtrend Final State (2022-03-01): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 2 (3.23) Downtrend Days: 2 (3.23) Consolidation Days: 58 (93.55) Donchian Channel Market Analysis Initial State (2021-12-01): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-03-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): Price below Bollinger Lower Band Strong Downtrend Final State (2022-03-01): Price above Bollinger Upper Band Strong Uptrend Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 5 (8.06) Bearish Breakdown Days: 3 (4.84) Rangebound Days: 54 (87.10) Volatility Assessment High Volatility: Wide bands suggest strong price swings. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): RSI below 30 Oversold (Potential Buy Signal) Final State (2022-03-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 7 (11.29) Oversold Days: 1 (1.61) Neutral RSI Days: 54 (87.10) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2022-03-01): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 18 (29.03) Oversold Days: 9 (14.52) Neutral Stochastic Days: 35 (56.45) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-03-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 11 (17.74) Oversold Days: 3 (4.84) Neutral CCI Days: 48 (77.42) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): Williams R below 80 Oversold (Potential Buy Signal) Final State (2022-03-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 18 (29.03) Oversold Days: 9 (14.52) Neutral Williams R Days: 35 (56.45) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	3.76	-1.49	-9.95
LDOS_2022-04-01	MACD Analysis from 2022-01-03 to 2022-04-01 Initial MACD: 0.64 Initial MACD Signal: 1.17 Final MACD: 2.88 Final MACD Signal: 3.08 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 38 (60.32) Bearish Days (MACD Signal): 25 (39.68) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-01-03 to 2022-04-01 Latest Tendency: 104.04 SMA10 Above SMA25: 103.45 101.12 (Shortterm Bullish) SMA25 Above SMA100: 101.12 90.09 (Mediumterm Bullish) SMA100 Below SMA200: 90.09 92.31 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-01-03 to 2022-04-01 Initial ADX: 21.96 Final ADX: 23.34 Initial DI: 24.14 Final DI: 23.79 Initial DI: 21.06 Final DI: 14.86 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 40 (63.49) Bearish Days (DI DI): 23 (36.51) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-01-03 to 2022-04-01 Latest Price: 104.04 TenkanSen: 103.22 KijunSen: 98.22 Senkou Span A: 84.53 Senkou Span B: 84.53 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-01-03 to 2022-04-01) Closing Price Summary: Latest Close Price: 104.04 Lowest Close: 80.89 Highest Close: 104.77 Overall Price Trend: Uptrend Price Trend: Uptrend (20.41 change in this period) VWAP Analysis from 2022-01-03 to 2022-04-01 Initial VWAP: 60.25 Final VWAP: 61.52 Initial Close Price: 86.41 Final Close Price: 104.04 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-01-03 to 2022-04-01 OBV Trend: Increasing (9) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 37 (59.68) Bearish Days (OBV Falling): 25 (40.32) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-01-03 to 2022-04-01 CMF Trend: Increasing (168.40) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 52 (82.54) Bearish CMF Days (Selling Pressure): 11 (17.46) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-01-03 to 2022-04-01 Initial AD Line: 147.00 Final AD Line: 159.00 AD Line Trend: Increasing (8.16) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 37 (59.68) Bearish Days (AD Line Falling): 25 (40.32) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.42 Average ATR: 2.65 Keltner Channel Market Analysis Initial State (2022-01-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-04-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 6 (9.52) Downtrend Days: 0 (0.00) Consolidation Days: 57 (90.48) Donchian Channel Market Analysis Initial State (2022-01-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-04-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-04-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 6 (9.52) Bearish Breakdown Days: 1 (1.59) Rangebound Days: 56 (88.89) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-04-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 0 (0.00) Neutral RSI Days: 45 (71.43) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2022-04-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 26 (41.27) Oversold Days: 1 (1.59) Neutral Stochastic Days: 36 (57.14) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-04-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 15 (23.81) Oversold Days: 2 (3.17) Neutral CCI Days: 46 (73.02) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2022-04-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 26 (41.27) Oversold Days: 1 (1.59) Neutral Williams R Days: 36 (57.14) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-4.42	-5.82	-12.8
LDOS_2022-05-01	MACD Analysis from 2022-01-31 to 2022-04-29 Initial MACD: 0.03 Initial MACD Signal: 0.48 Final MACD: 0.23 Final MACD Signal: 1.08 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 21 (33.33) Bearish Days (MACD Signal): 42 (66.67) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-01-31 to 2022-04-29 Latest Tendency: 99.44 SMA10 Below SMA25: 103.31 103.65 (Shortterm Bearish) SMA25 Above SMA100: 103.65 93.12 (Mediumterm Bullish) SMA100 Above SMA200: 93.12 92.79 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-01-31 to 2022-04-29 Initial ADX: 19.16 Final ADX: 20.92 Initial DI: 19.99 Final DI: 15.66 Initial DI: 32.26 Final DI: 27.71 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 41 (65.08) Bearish Days (DI DI): 22 (34.92) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-01-31 to 2022-04-29 Latest Price: 99.44 TenkanSen: 102.93 KijunSen: 102.93 Senkou Span A: 95.65 Senkou Span B: 91.17 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Neutral Signal: TenkanSen and KijunSen are aligned No clear momentum shift Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-01-31 to 2022-04-29) Closing Price Summary: Latest Close Price: 99.44 Lowest Close: 80.89 Highest Close: 105.55 Overall Price Trend: Uptrend Price Trend: Uptrend (16.13 change in this period) VWAP Analysis from 2022-01-31 to 2022-04-29 Initial VWAP: 60.55 Final VWAP: 61.86 Initial Close Price: 85.63 Final Close Price: 99.44 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-01-31 to 2022-04-29 OBV Trend: Increasing (8) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 36 (58.06) Bearish Days (OBV Falling): 26 (41.94) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-01-31 to 2022-04-29 CMF Trend: Decreasing (508.22) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 53 (84.13) Bearish CMF Days (Selling Pressure): 10 (15.87) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-01-31 to 2022-04-29 Initial AD Line: 148.00 Final AD Line: 158.00 AD Line Trend: Increasing (6.76) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 36 (58.06) Bearish Days (AD Line Falling): 26 (41.94) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.88 Average ATR: 2.64 Keltner Channel Market Analysis Initial State (2022-01-31): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-04-29): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 6 (9.52) Downtrend Days: 0 (0.00) Consolidation Days: 57 (90.48) Donchian Channel Market Analysis Initial State (2022-01-31): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-04-29): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): Price within Bollinger Bands NeutralRangebound Market Final State (2022-04-29): Price below Bollinger Lower Band Strong Downtrend Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 5 (7.94) Bearish Breakdown Days: 2 (3.17) Rangebound Days: 56 (88.89) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-04-29): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 16 (25.40) Oversold Days: 2 (3.17) Neutral RSI Days: 45 (71.43) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-04-29): Stoch_K below 20 Oversold (Potential Buy Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 3 (4.76) Neutral Stochastic Days: 42 (66.67) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-04-29): CCI below 100 Oversold (Potential Buy Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 8 (12.70) Oversold Days: 3 (4.76) Neutral CCI Days: 52 (82.54) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-04-29): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 3 (4.76) Neutral Williams R Days: 42 (66.67) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	1.19	-4.86	2.45
LDOS_2022-06-01	MACD Analysis from 2022-03-03 to 2022-06-01 Initial MACD: 3.35 Initial MACD Signal: 1.62 Final MACD: 0.18 Final MACD Signal: 0.64 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 17 (26.98) Bearish Days (MACD Signal): 46 (73.02) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-03-03 to 2022-06-01 Latest Tendency: 100.62 SMA10 Below SMA25: 98.79 98.87 (Shortterm Bearish) SMA25 Above SMA100: 98.87 96.16 (Mediumterm Bullish) SMA100 Above SMA200: 96.16 93.07 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-03-03 to 2022-06-01 Initial ADX: 24.02 Final ADX: 20.38 Initial DI: 37.91 Final DI: 19.23 Initial DI: 17.99 Final DI: 21.57 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 36 (57.14) Bearish Days (DI DI): 27 (42.86) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-03-03 to 2022-06-01 Latest Price: 100.62 TenkanSen: 98.12 KijunSen: 99.76 Senkou Span A: 103.50 Senkou Span B: 92.18 Ichimoku Cloud Trend Analysis Price Inside Cloud Market in Consolidation Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Sideways Market: Consider rangetrading strategies while price remains inside the cloud.	Stock Trend Indicators Analysis (2022-03-03 to 2022-06-01) Closing Price Summary: Latest Close Price: 100.62 Lowest Close: 95.48 Highest Close: 105.55 Overall Price Trend: Uptrend Price Trend: Uptrend (0.03 change in this period) VWAP Analysis from 2022-03-03 to 2022-06-01 Initial VWAP: 61.03 Final VWAP: 62.20 Initial Close Price: 100.60 Final Close Price: 100.62 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-03-03 to 2022-06-01 OBV Trend: Increasing (4) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 35 (56.45) Bearish Days (OBV Falling): 26 (41.94) Neutral Days: 1 (1.61) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-03-03 to 2022-06-01 CMF Trend: Decreasing (80.14) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 34 (53.97) Bearish CMF Days (Selling Pressure): 29 (46.03) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-03-03 to 2022-06-01 Initial AD Line: 150.00 Final AD Line: 159.00 AD Line Trend: Increasing (6.00) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 35 (56.45) Bearish Days (AD Line Falling): 26 (41.94) Neutral Days: 1 (1.61) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.02 Average ATR: 2.45 Keltner Channel Market Analysis Initial State (2022-03-03): Price above Keltner Upper Band Strong Uptrend Final State (2022-06-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 3 (4.76) Downtrend Days: 1 (1.59) Consolidation Days: 59 (93.65) Donchian Channel Market Analysis Initial State (2022-03-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-06-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-06-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 5 (7.94) Rangebound Days: 58 (92.06) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2022-06-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 14 (22.22) Oversold Days: 10 (15.87) Neutral RSI Days: 39 (61.90) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2022-06-01): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 13 (20.63) Oversold Days: 8 (12.70) Neutral Stochastic Days: 42 (66.67) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): CCI above 100 Overbought (Potential Sell Signal) Final State (2022-06-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 3 (4.76) Oversold Days: 8 (12.70) Neutral CCI Days: 52 (82.54) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2022-06-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 13 (20.63) Oversold Days: 8 (12.70) Neutral Williams R Days: 42 (66.67) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-1.83	-8.31	1.14
LDOS_2022-07-01	MACD Analysis from 2022-04-04 to 2022-07-01 Initial MACD: 2.69 Initial MACD Signal: 3.00 Final MACD: 0.55 Final MACD Signal: 1.00 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 16 (25.81) Bearish Days (MACD Signal): 46 (74.19) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-04-04 to 2022-07-01 Latest Tendency: 98.78 SMA10 Below SMA25: 95.56 97.50 (Shortterm Bearish) SMA25 Below SMA100: 97.50 98.22 (Mediumterm Bearish) SMA100 Above SMA200: 98.22 93.53 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-04-04 to 2022-07-01 Initial ADX: 22.94 Final ADX: 22.00 Initial DI: 22.49 Final DI: 25.62 Initial DI: 15.69 Final DI: 24.84 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 18 (29.03) Bearish Days (DI DI): 44 (70.97) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-04-04 to 2022-07-01 Latest Price: 98.78 TenkanSen: 95.22 KijunSen: 95.77 Senkou Span A: 99.30 Senkou Span B: 100.87 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-04-04 to 2022-07-01) Closing Price Summary: Latest Close Price: 98.78 Lowest Close: 90.78 Highest Close: 105.55 Overall Price Trend: Downtrend Price Trend: Downtrend (4.11 change in this period) VWAP Analysis from 2022-04-04 to 2022-07-01 Initial VWAP: 61.54 Final VWAP: 62.50 Initial Close Price: 103.02 Final Close Price: 98.78 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-04-04 to 2022-07-01 OBV Trend: Decreasing (0) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 33 (54.10) Bearish Days (OBV Falling): 27 (44.26) Neutral Days: 1 (1.64) Overall Trend: Bullish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-04-04 to 2022-07-01 CMF Trend: Increasing (45.38) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 33 (53.23) Bearish CMF Days (Selling Pressure): 29 (46.77) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-04-04 to 2022-07-01 Initial AD Line: 158.00 Final AD Line: 164.00 AD Line Trend: Increasing (3.80) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 33 (54.10) Bearish Days (AD Line Falling): 27 (44.26) Neutral Days: 1 (1.64) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.71 Average ATR: 2.22 Keltner Channel Market Analysis Initial State (2022-04-04): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-07-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 4 (6.45) Consolidation Days: 58 (93.55) Donchian Channel Market Analysis Initial State (2022-04-04): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-07-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): Price within Bollinger Bands NeutralRangebound Market Final State (2022-07-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 8 (12.90) Rangebound Days: 54 (87.10) Volatility Assessment High Volatility: Wide bands suggest strong price swings. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-07-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 4 (6.45) Oversold Days: 13 (20.97) Neutral RSI Days: 45 (72.58) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2022-07-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 10 (16.13) Oversold Days: 14 (22.58) Neutral Stochastic Days: 38 (61.29) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-07-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 0 (0.00) Oversold Days: 14 (22.58) Neutral CCI Days: 48 (77.42) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-07-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 10 (16.13) Oversold Days: 14 (22.58) Neutral Williams R Days: 38 (61.29) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	2.64	-10.39	-3.8
LDOS_2022-08-01	MACD Analysis from 2022-05-03 to 2022-08-01 Initial MACD: 0.33 Initial MACD Signal: 0.62 Final MACD: 1.19 Final MACD Signal: 0.49 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 32 (51.61) Bearish Days (MACD Signal): 30 (48.39) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-05-03 to 2022-08-01 Latest Tendency: 101.39 SMA10 Above SMA25: 99.34 97.67 (Shortterm Bullish) SMA25 Below SMA100: 97.67 99.55 (Mediumterm Bearish) SMA100 Above SMA200: 99.55 94.19 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-05-03 to 2022-08-01 Initial ADX: 23.23 Final ADX: 17.36 Initial DI: 12.66 Final DI: 32.21 Initial DI: 33.24 Final DI: 18.72 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 11 (17.74) Bearish Days (DI DI): 51 (82.26) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-05-03 to 2022-08-01 Latest Price: 101.39 TenkanSen: 99.88 KijunSen: 98.80 Senkou Span A: 94.48 Senkou Span B: 97.60 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-05-03 to 2022-08-01) Closing Price Summary: Latest Close Price: 101.39 Lowest Close: 90.78 Highest Close: 103.17 Overall Price Trend: Uptrend Price Trend: Uptrend (2.94 change in this period) VWAP Analysis from 2022-05-03 to 2022-08-01 Initial VWAP: 61.91 Final VWAP: 62.74 Initial Close Price: 98.49 Final Close Price: 101.39 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-05-03 to 2022-08-01 OBV Trend: Increasing (2) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 35 (57.38) Bearish Days (OBV Falling): 26 (42.62) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-05-03 to 2022-08-01 CMF Trend: Increasing (96.84) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 43 (69.35) Bearish CMF Days (Selling Pressure): 19 (30.65) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-05-03 to 2022-08-01 Initial AD Line: 157.00 Final AD Line: 166.00 AD Line Trend: Increasing (5.73) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 35 (57.38) Bearish Days (AD Line Falling): 26 (42.62) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.71 Average ATR: 2.28 Keltner Channel Market Analysis Initial State (2022-05-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-08-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 2 (3.23) Downtrend Days: 4 (6.45) Consolidation Days: 56 (90.32) Donchian Channel Market Analysis Initial State (2022-05-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-08-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): Price below Bollinger Lower Band Strong Downtrend Final State (2022-08-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 2 (3.23) Bearish Breakdown Days: 5 (8.06) Rangebound Days: 55 (88.71) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): RSI below 30 Oversold (Potential Buy Signal) Final State (2022-08-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 2 (3.23) Oversold Days: 10 (16.13) Neutral RSI Days: 50 (80.65) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-08-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 20 (32.26) Oversold Days: 12 (19.35) Neutral Stochastic Days: 30 (48.39) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): CCI below 100 Oversold (Potential Buy Signal) Final State (2022-08-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 6 (9.68) Oversold Days: 11 (17.74) Neutral CCI Days: 45 (72.58) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-08-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 20 (32.26) Oversold Days: 12 (19.35) Neutral Williams R Days: 30 (48.39) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-9.6	1.97	-3.02
LDOS_2022-09-01	MACD Analysis from 2022-06-03 to 2022-09-01 Initial MACD: 0.17 Initial MACD Signal: 0.37 Final MACD: 1.25 Final MACD Signal: 0.66 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 32 (50.79) Bearish Days (MACD Signal): 31 (49.21) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-06-03 to 2022-09-01 Latest Tendency: 91.66 SMA10 Below SMA25: 94.79 96.18 (Shortterm Bearish) SMA25 Below SMA100: 96.18 98.12 (Mediumterm Bearish) SMA100 Above SMA200: 98.12 94.45 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-06-03 to 2022-09-01 Initial ADX: 17.96 Final ADX: 19.84 Initial DI: 20.22 Final DI: 13.43 Initial DI: 18.60 Final DI: 33.84 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 11 (17.46) Bearish Days (DI DI): 52 (82.54) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-06-03 to 2022-09-01 Latest Price: 91.66 TenkanSen: 94.67 KijunSen: 97.43 Senkou Span A: 96.56 Senkou Span B: 95.77 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-06-03 to 2022-09-01) Closing Price Summary: Latest Close Price: 91.66 Lowest Close: 90.78 Highest Close: 103.17 Overall Price Trend: Downtrend Price Trend: Downtrend (9.81 change in this period) VWAP Analysis from 2022-06-03 to 2022-09-01 Initial VWAP: 62.22 Final VWAP: 62.99 Initial Close Price: 101.62 Final Close Price: 91.66 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-06-03 to 2022-09-01 OBV Trend: Decreasing (1) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 32 (51.61) Bearish Days (OBV Falling): 30 (48.39) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-06-03 to 2022-09-01 CMF Trend: Decreasing (208.78) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 47 (74.60) Bearish CMF Days (Selling Pressure): 16 (25.40) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-06-03 to 2022-09-01 Initial AD Line: 161.00 Final AD Line: 163.00 AD Line Trend: Increasing (1.24) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 32 (51.61) Bearish Days (AD Line Falling): 30 (48.39) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.59 Average ATR: 2.13 Keltner Channel Market Analysis Initial State (2022-06-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-09-01): Price below Keltner Lower Band Strong Downtrend MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 2 (3.17) Downtrend Days: 6 (9.52) Consolidation Days: 55 (87.30) Donchian Channel Market Analysis Initial State (2022-06-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-09-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-09-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 2 (3.17) Bearish Breakdown Days: 5 (7.94) Rangebound Days: 56 (88.89) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-09-01): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 1 (1.59) Oversold Days: 4 (6.35) Neutral RSI Days: 58 (92.06) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2022-09-01): Stoch_K below 20 Oversold (Potential Buy Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 16 (25.40) Oversold Days: 17 (26.98) Neutral Stochastic Days: 30 (47.62) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-09-01): CCI below 100 Oversold (Potential Buy Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 6 (9.52) Oversold Days: 11 (17.46) Neutral CCI Days: 46 (73.02) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2022-09-01): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 16 (25.40) Oversold Days: 17 (26.98) Neutral Williams R Days: 30 (47.62) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-7.63	12.84	-2.58
LDOS_2022-10-01	MACD Analysis from 2022-07-05 to 2022-09-30 Initial MACD: 0.55 Initial MACD Signal: 0.91 Final MACD: 2.39 Final MACD Signal: 2.11 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 22 (35.48) Bearish Days (MACD Signal): 40 (64.52) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-07-05 to 2022-09-30 Latest Tendency: 84.67 SMA10 Below SMA25: 86.98 89.62 (Shortterm Bearish) SMA25 Below SMA100: 89.62 95.46 (Mediumterm Bearish) SMA100 Above SMA200: 95.46 94.70 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-07-05 to 2022-09-30 Initial ADX: 21.00 Final ADX: 32.35 Initial DI: 22.52 Final DI: 12.74 Initial DI: 26.48 Final DI: 29.07 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 8 (12.90) Bearish Days (DI DI): 54 (87.10) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2022-07-05 to 2022-09-30 Latest Price: 84.67 TenkanSen: 88.22 KijunSen: 90.52 Senkou Span A: 97.96 Senkou Span B: 96.21 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-07-05 to 2022-09-30) Closing Price Summary: Latest Close Price: 84.67 Lowest Close: 84.67 Highest Close: 103.17 Overall Price Trend: Downtrend Price Trend: Downtrend (11.82 change in this period) VWAP Analysis from 2022-07-05 to 2022-09-30 Initial VWAP: 62.51 Final VWAP: 63.19 Initial Close Price: 96.02 Final Close Price: 84.67 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-07-05 to 2022-09-30 OBV Trend: Decreasing (4) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 27 (44.26) Bearish Days (OBV Falling): 34 (55.74) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-07-05 to 2022-09-30 CMF Trend: Decreasing (122.23) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 28 (45.16) Bearish CMF Days (Selling Pressure): 34 (54.84) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-07-05 to 2022-09-30 Initial AD Line: 163.00 Final AD Line: 155.00 AD Line Trend: Decreasing (4.91) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 27 (44.26) Bearish Days (AD Line Falling): 34 (55.74) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.87 Average ATR: 1.94 Keltner Channel Market Analysis Initial State (2022-07-05): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-09-30): Price below Keltner Lower Band Strong Downtrend MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 2 (3.23) Downtrend Days: 10 (16.13) Consolidation Days: 50 (80.65) Donchian Channel Market Analysis Initial State (2022-07-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-09-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): Price within Bollinger Bands NeutralRangebound Market Final State (2022-09-30): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 2 (3.23) Bearish Breakdown Days: 5 (8.06) Rangebound Days: 55 (88.71) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-09-30): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 1 (1.61) Oversold Days: 13 (20.97) Neutral RSI Days: 48 (77.42) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2022-09-30): Stoch_K below 20 Oversold (Potential Buy Signal) Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 11 (17.74) Oversold Days: 25 (40.32) Neutral Stochastic Days: 26 (41.94) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-09-30): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 6 (9.68) Oversold Days: 12 (19.35) Neutral CCI Days: 44 (70.97) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-09-30): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 11 (17.74) Oversold Days: 25 (40.32) Neutral Williams R Days: 26 (41.94) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	14.05	10.88	2.56
LDOS_2022-11-01	MACD Analysis from 2022-08-03 to 2022-11-01 Initial MACD: 0.61 Initial MACD Signal: 0.58 Final MACD: 2.34 Final MACD Signal: 1.12 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 26 (41.27) Bearish Days (MACD Signal): 37 (58.73) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-08-03 to 2022-11-01 Latest Tendency: 100.23 SMA10 Above SMA25: 94.75 90.62 (Shortterm Bullish) SMA25 Below SMA100: 90.62 93.73 (Mediumterm Bearish) SMA100 Below SMA200: 93.73 95.35 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-08-03 to 2022-11-01 Initial ADX: 17.30 Final ADX: 29.67 Initial DI: 24.11 Final DI: 38.41 Initial DI: 33.89 Final DI: 9.07 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 16 (25.40) Bearish Days (DI DI): 47 (74.60) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2022-08-03 to 2022-11-01 Latest Price: 100.23 TenkanSen: 95.60 KijunSen: 93.02 Senkou Span A: 90.25 Senkou Span B: 94.50 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-08-03 to 2022-11-01) Closing Price Summary: Latest Close Price: 100.23 Lowest Close: 84.67 Highest Close: 100.23 Overall Price Trend: Uptrend Price Trend: Uptrend (4.02 change in this period) VWAP Analysis from 2022-08-03 to 2022-11-01 Initial VWAP: 62.78 Final VWAP: 63.41 Initial Close Price: 96.36 Final Close Price: 100.23 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-08-03 to 2022-11-01 OBV Trend: Decreasing (2) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 30 (48.39) Bearish Days (OBV Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-08-03 to 2022-11-01 CMF Trend: Increasing (2207.95) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 25 (39.68) Bearish CMF Days (Selling Pressure): 38 (60.32) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-08-03 to 2022-11-01 Initial AD Line: 164.00 Final AD Line: 161.00 AD Line Trend: Decreasing (1.83) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 30 (48.39) Bearish Days (AD Line Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.47 Average ATR: 1.93 Keltner Channel Market Analysis Initial State (2022-08-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-11-01): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 4 (6.35) Downtrend Days: 10 (15.87) Consolidation Days: 49 (77.78) Donchian Channel Market Analysis Initial State (2022-08-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-11-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-11-01): Price above Bollinger Upper Band Strong Uptrend Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 5 (7.94) Bearish Breakdown Days: 5 (7.94) Rangebound Days: 53 (84.13) Volatility Assessment High Volatility: Wide bands suggest strong price swings. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-11-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 4 (6.35) Oversold Days: 13 (20.63) Neutral RSI Days: 46 (73.02) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2022-11-01): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 23 (36.51) Neutral Stochastic Days: 28 (44.44) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-11-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 8 (12.70) Oversold Days: 12 (19.05) Neutral CCI Days: 43 (68.25) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-11-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 23 (36.51) Neutral Williams R Days: 28 (44.44) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	5.86	-5.09	-23.73
LDOS_2022-12-01	MACD Analysis from 2022-09-02 to 2022-12-01 Initial MACD: 1.48 Initial MACD Signal: 0.83 Final MACD: 2.56 Final MACD Signal: 2.67 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 30 (48.39) Bearish Days (MACD Signal): 32 (51.61) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-09-02 to 2022-12-01 Latest Tendency: 106.11 SMA10 Above SMA25: 104.41 102.61 (Shortterm Bullish) SMA25 Above SMA100: 102.61 95.32 (Mediumterm Bullish) SMA100 Below SMA200: 95.32 97.18 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-09-02 to 2022-12-01 Initial ADX: 21.79 Final ADX: 42.04 Initial DI: 12.06 Final DI: 26.15 Initial DI: 33.58 Final DI: 9.59 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 36 (58.06) Bearish Days (DI DI): 26 (41.94) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2022-09-02 to 2022-12-01 Latest Price: 106.11 TenkanSen: 104.67 KijunSen: 100.15 Senkou Span A: 89.72 Senkou Span B: 91.71 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-09-02 to 2022-12-01) Closing Price Summary: Latest Close Price: 106.11 Lowest Close: 84.67 Highest Close: 106.11 Overall Price Trend: Uptrend Price Trend: Uptrend (17.43 change in this period) VWAP Analysis from 2022-09-02 to 2022-12-01 Initial VWAP: 63.00 Final VWAP: 63.79 Initial Close Price: 90.36 Final Close Price: 106.11 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-09-02 to 2022-12-01 OBV Trend: Increasing (4) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 35 (57.38) Bearish Days (OBV Falling): 26 (42.62) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-09-02 to 2022-12-01 CMF Trend: Increasing (91.85) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 30 (48.39) Bearish CMF Days (Selling Pressure): 32 (51.61) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-09-02 to 2022-12-01 Initial AD Line: 162.00 Final AD Line: 170.00 AD Line Trend: Increasing (4.94) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 35 (57.38) Bearish Days (AD Line Falling): 26 (42.62) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.98 Average ATR: 2.17 Keltner Channel Market Analysis Initial State (2022-09-02): Price below Keltner Lower Band Strong Downtrend Final State (2022-12-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 10 (16.13) Downtrend Days: 7 (11.29) Consolidation Days: 45 (72.58) Donchian Channel Market Analysis Initial State (2022-09-02): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-12-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): Price below Bollinger Lower Band Strong Downtrend Final State (2022-12-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 6 (9.68) Bearish Breakdown Days: 3 (4.84) Rangebound Days: 53 (85.48) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): RSI below 30 Oversold (Potential Buy Signal) Final State (2022-12-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 11 (17.74) Oversold Days: 12 (19.35) Neutral RSI Days: 39 (62.90) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2022-12-01): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 23 (37.10) Oversold Days: 14 (22.58) Neutral Stochastic Days: 25 (40.32) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): CCI below 100 Oversold (Potential Buy Signal) Final State (2022-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 13 (20.97) Oversold Days: 7 (11.29) Neutral CCI Days: 42 (67.74) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): Williams R below 80 Oversold (Potential Buy Signal) Final State (2022-12-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 23 (37.10) Oversold Days: 14 (22.58) Neutral Williams R Days: 25 (40.32) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-3.72	-15.33	-20.73
LDOS_2023-01-01	MACD Analysis from 2022-10-03 to 2022-12-30 Initial MACD: 2.16 Initial MACD Signal: 2.12 Final MACD: 0.11 Final MACD Signal: 0.22 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 30 (47.62) Bearish Days (MACD Signal): 33 (52.38) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-10-03 to 2022-12-30 Latest Tendency: 102.16 SMA10 Below SMA25: 101.95 103.72 (Shortterm Bearish) SMA25 Above SMA100: 103.72 96.50 (Mediumterm Bullish) SMA100 Below SMA200: 96.50 97.95 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2022-10-03 to 2022-12-30 Initial ADX: 30.84 Final ADX: 18.66 Initial DI: 19.92 Final DI: 15.90 Initial DI: 24.95 Final DI: 18.58 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 52 (82.54) Bearish Days (DI DI): 11 (17.46) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-10-03 to 2022-12-30 Latest Price: 102.16 TenkanSen: 101.85 KijunSen: 103.77 Senkou Span A: 100.10 Senkou Span B: 95.06 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-10-03 to 2022-12-30) Closing Price Summary: Latest Close Price: 102.16 Lowest Close: 85.87 Highest Close: 106.95 Overall Price Trend: Uptrend Price Trend: Uptrend (16.25 change in this period) VWAP Analysis from 2022-10-03 to 2022-12-30 Initial VWAP: 63.20 Final VWAP: 64.09 Initial Close Price: 87.88 Final Close Price: 102.16 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-10-03 to 2022-12-30 OBV Trend: Increasing (4) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 37 (59.68) Bearish Days (OBV Falling): 25 (40.32) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-10-03 to 2022-12-30 CMF Trend: Increasing (911.49) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 43 (68.25) Bearish CMF Days (Selling Pressure): 20 (31.75) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-10-03 to 2022-12-30 Initial AD Line: 156.00 Final AD Line: 168.00 AD Line Trend: Increasing (7.69) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 37 (59.68) Bearish Days (AD Line Falling): 25 (40.32) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.93 Average ATR: 2.20 Keltner Channel Market Analysis Initial State (2022-10-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-12-30): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 11 (17.46) Downtrend Days: 0 (0.00) Consolidation Days: 52 (82.54) Donchian Channel Market Analysis Initial State (2022-10-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-12-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-12-30): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 6 (9.52) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 57 (90.48) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-12-30): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 14 (22.22) Oversold Days: 2 (3.17) Neutral RSI Days: 47 (74.60) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-12-30): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 25 (39.68) Oversold Days: 5 (7.94) Neutral Stochastic Days: 33 (52.38) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-12-30): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 13 (20.63) Oversold Days: 2 (3.17) Neutral CCI Days: 48 (76.19) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-12-30): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 25 (39.68) Oversold Days: 5 (7.94) Neutral Williams R Days: 33 (52.38) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-6.57	-11.53	-12.03
LDOS_2023-02-01	MACD Analysis from 2022-11-03 to 2023-02-01 Initial MACD: 3.07 Initial MACD Signal: 1.76 Final MACD: 1.62 Final MACD Signal: 1.89 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 11 (18.03) Bearish Days (MACD Signal): 50 (81.97) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-11-03 to 2023-02-01 Latest Tendency: 95.02 SMA10 Below SMA25: 94.28 97.10 (Shortterm Bearish) SMA25 Above SMA100: 97.10 96.81 (Mediumterm Bullish) SMA100 Below SMA200: 96.81 97.20 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-11-03 to 2023-02-01 Initial ADX: 34.79 Final ADX: 31.33 Initial DI: 36.46 Final DI: 16.05 Initial DI: 7.08 Final DI: 26.14 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 37 (60.66) Bearish Days (DI DI): 24 (39.34) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2022-11-03 to 2023-02-01 Latest Price: 95.02 TenkanSen: 93.86 KijunSen: 97.65 Senkou Span A: 103.36 Senkou Span B: 96.27 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-11-03 to 2023-02-01) Closing Price Summary: Latest Close Price: 95.02 Lowest Close: 91.85 Highest Close: 106.95 Overall Price Trend: Downtrend Price Trend: Downtrend (7.98 change in this period) VWAP Analysis from 2022-11-03 to 2023-02-01 Initial VWAP: 63.45 Final VWAP: 64.38 Initial Close Price: 103.26 Final Close Price: 95.02 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 61 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-11-03 to 2023-02-01 OBV Trend: Decreasing (2) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 29 (48.33) Bearish Days (OBV Falling): 31 (51.67) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-11-03 to 2023-02-01 CMF Trend: Decreasing (377.11) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 31 (50.82) Bearish CMF Days (Selling Pressure): 30 (49.18) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-11-03 to 2023-02-01 Initial AD Line: 163.00 Final AD Line: 161.00 AD Line Trend: Decreasing (1.23) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 29 (48.33) Bearish Days (AD Line Falling): 31 (51.67) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.68 Average ATR: 2.14 Keltner Channel Market Analysis Initial State (2022-11-03): Price above Keltner Upper Band Strong Uptrend Final State (2023-02-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 6 (9.84) Downtrend Days: 9 (14.75) Consolidation Days: 46 (75.41) Donchian Channel Market Analysis Initial State (2022-11-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-02-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): Price above Bollinger Upper Band Strong Uptrend Final State (2023-02-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 1 (1.64) Bearish Breakdown Days: 7 (11.48) Rangebound Days: 53 (86.89) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2023-02-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 9 (14.75) Oversold Days: 13 (21.31) Neutral RSI Days: 39 (63.93) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2023-02-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 13 (21.31) Oversold Days: 15 (24.59) Neutral Stochastic Days: 33 (54.10) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): CCI above 100 Overbought (Potential Sell Signal) Final State (2023-02-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 4 (6.56) Oversold Days: 12 (19.67) Neutral CCI Days: 45 (73.77) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2023-02-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 13 (21.31) Oversold Days: 15 (24.59) Neutral Williams R Days: 33 (54.10) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-0.54	-19.02	-0.96
LDOS_2023-03-01	MACD Analysis from 2022-12-01 to 2023-03-01 Initial MACD: 2.56 Initial MACD Signal: 2.67 Final MACD: 0.46 Final MACD Signal: 0.34 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 20 (32.79) Bearish Days (MACD Signal): 41 (67.21) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-12-01 to 2023-03-01 Latest Tendency: 93.88 SMA10 Above SMA25: 96.04 95.66 (Shortterm Bullish) SMA25 Below SMA100: 95.66 98.21 (Mediumterm Bearish) SMA100 Above SMA200: 98.21 96.72 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-12-01 to 2023-03-01 Initial ADX: 42.04 Final ADX: 22.38 Initial DI: 26.15 Final DI: 17.00 Initial DI: 9.59 Final DI: 28.64 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 19 (31.15) Bearish Days (DI DI): 42 (68.85) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-12-01 to 2023-03-01 Latest Price: 93.88 TenkanSen: 96.30 KijunSen: 95.01 Senkou Span A: 96.40 Senkou Span B: 99.38 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-12-01 to 2023-03-01) Closing Price Summary: Latest Close Price: 93.88 Lowest Close: 91.85 Highest Close: 106.95 Overall Price Trend: Downtrend Price Trend: Downtrend (11.52 change in this period) VWAP Analysis from 2022-12-01 to 2023-03-01 Initial VWAP: 63.79 Final VWAP: 64.66 Initial Close Price: 106.11 Final Close Price: 93.88 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 61 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-12-01 to 2023-03-01 OBV Trend: Decreasing (6) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 25 (41.67) Bearish Days (OBV Falling): 35 (58.33) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-12-01 to 2023-03-01 CMF Trend: Decreasing (748.93) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 25 (40.98) Bearish CMF Days (Selling Pressure): 36 (59.02) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-12-01 to 2023-03-01 Initial AD Line: 170.00 Final AD Line: 160.00 AD Line Trend: Decreasing (5.88) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 25 (41.67) Bearish Days (AD Line Falling): 35 (58.33) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.36 Average ATR: 1.94 Keltner Channel Market Analysis Initial State (2022-12-01): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-03-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 1 (1.64) Downtrend Days: 9 (14.75) Consolidation Days: 51 (83.61) Donchian Channel Market Analysis Initial State (2022-12-01): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-03-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): Price within Bollinger Bands NeutralRangebound Market Final State (2023-03-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 1 (1.64) Bearish Breakdown Days: 7 (11.48) Rangebound Days: 53 (86.89) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-03-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 4 (6.56) Oversold Days: 13 (21.31) Neutral RSI Days: 44 (72.13) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-03-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 8 (13.11) Oversold Days: 16 (26.23) Neutral Stochastic Days: 37 (60.66) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-03-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 0 (0.00) Oversold Days: 12 (19.67) Neutral CCI Days: 49 (80.33) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): Williams R above 20 Overbought (Potential Sell Signal) Final State (2023-03-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 8 (13.11) Oversold Days: 16 (26.23) Neutral Williams R Days: 37 (60.66) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-4.39	-13.89	-1.53
LDOS_2023-04-01	MACD Analysis from 2023-01-03 to 2023-03-31 Initial MACD: 0.16 Initial MACD Signal: 0.14 Final MACD: 1.35 Final MACD Signal: 1.56 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 24 (38.71) Bearish Days (MACD Signal): 38 (61.29) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-01-03 to 2023-03-31 Latest Tendency: 89.76 SMA10 Below SMA25: 89.19 90.86 (Shortterm Bearish) SMA25 Below SMA100: 90.86 97.62 (Mediumterm Bearish) SMA100 Above SMA200: 97.62 95.77 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2023-01-03 to 2023-03-31 Initial ADX: 18.81 Final ADX: 42.56 Initial DI: 14.45 Final DI: 11.87 Initial DI: 22.04 Final DI: 27.16 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 2 (3.23) Bearish Days (DI DI): 60 (96.77) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2023-01-03 to 2023-03-31 Latest Price: 89.76 TenkanSen: 89.11 KijunSen: 92.22 Senkou Span A: 95.01 Senkou Span B: 98.48 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2023-01-03 to 2023-03-31) Closing Price Summary: Latest Close Price: 89.76 Lowest Close: 88.03 Highest Close: 101.93 Overall Price Trend: Downtrend Price Trend: Downtrend (11.74 change in this period) VWAP Analysis from 2023-01-03 to 2023-03-31 Initial VWAP: 64.10 Final VWAP: 64.93 Initial Close Price: 101.70 Final Close Price: 89.76 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-01-03 to 2023-03-31 OBV Trend: Decreasing (4) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 26 (42.62) Bearish Days (OBV Falling): 34 (55.74) Neutral Days: 1 (1.64) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-01-03 to 2023-03-31 CMF Trend: Decreasing (181.20) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 11 (17.74) Bearish CMF Days (Selling Pressure): 51 (82.26) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2023-01-03 to 2023-03-31 Initial AD Line: 167.00 Final AD Line: 159.00 AD Line Trend: Decreasing (4.79) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 26 (42.62) Bearish Days (AD Line Falling): 34 (55.74) Neutral Days: 1 (1.64) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.62 Average ATR: 1.93 Keltner Channel Market Analysis Initial State (2023-01-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-03-31): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 14 (22.58) Consolidation Days: 48 (77.42) Donchian Channel Market Analysis Initial State (2023-01-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-03-31): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-03-31): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 1 (1.61) Bearish Breakdown Days: 9 (14.52) Rangebound Days: 52 (83.87) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-03-31): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 1 (1.61) Oversold Days: 20 (32.26) Neutral RSI Days: 41 (66.13) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-03-31): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 5 (8.06) Oversold Days: 18 (29.03) Neutral Stochastic Days: 39 (62.90) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-03-31): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 0 (0.00) Oversold Days: 18 (29.03) Neutral CCI Days: 44 (70.97) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-03-31): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 5 (8.06) Oversold Days: 18 (29.03) Neutral Williams R Days: 39 (62.90) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	1.2	-5.14	1.97
LDOS_2023-05-01	MACD Analysis from 2023-01-31 to 2023-05-01 Initial MACD: 1.74 Initial MACD Signal: 1.95 Final MACD: 0.15 Final MACD Signal: 0.40 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 41 (65.08) Bearish Days (MACD Signal): 22 (34.92) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-01-31 to 2023-05-01 Latest Tendency: 91.97 SMA10 Above SMA25: 89.87 89.79 (Shortterm Bullish) SMA25 Below SMA100: 89.79 94.82 (Mediumterm Bearish) SMA100 Below SMA200: 94.82 95.18 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2023-01-31 to 2023-05-01 Initial ADX: 31.91 Final ADX: 25.43 Initial DI: 15.84 Final DI: 23.62 Initial DI: 27.92 Final DI: 22.63 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 2 (3.17) Bearish Days (DI DI): 61 (96.83) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2023-01-31 to 2023-05-01 Latest Price: 91.97 TenkanSen: 89.49 KijunSen: 89.49 Senkou Span A: 91.25 Senkou Span B: 94.91 Ichimoku Cloud Trend Analysis Price Inside Cloud Market in Consolidation Neutral Signal: TenkanSen and KijunSen are aligned No clear momentum shift Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Sideways Market: Consider rangetrading strategies while price remains inside the cloud.	Stock Trend Indicators Analysis (2023-01-31 to 2023-05-01) Closing Price Summary: Latest Close Price: 91.97 Lowest Close: 87.23 Highest Close: 98.33 Overall Price Trend: Downtrend Price Trend: Downtrend (4.20 change in this period) VWAP Analysis from 2023-01-31 to 2023-05-01 Initial VWAP: 64.37 Final VWAP: 65.10 Initial Close Price: 96.00 Final Close Price: 91.97 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-01-31 to 2023-05-01 OBV Trend: Decreasing (1) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 29 (46.77) Bearish Days (OBV Falling): 32 (51.61) Neutral Days: 1 (1.61) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-01-31 to 2023-05-01 CMF Trend: Increasing (138.58) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 11 (17.46) Bearish CMF Days (Selling Pressure): 52 (82.54) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-01-31 to 2023-05-01 Initial AD Line: 162.00 Final AD Line: 159.00 AD Line Trend: Decreasing (1.85) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 29 (46.77) Bearish Days (AD Line Falling): 32 (51.61) Neutral Days: 1 (1.61) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.45 Average ATR: 1.76 Keltner Channel Market Analysis Initial State (2023-01-31): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-05-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 5 (7.94) Consolidation Days: 58 (92.06) Donchian Channel Market Analysis Initial State (2023-01-31): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-05-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): Price within Bollinger Bands NeutralRangebound Market Final State (2023-05-01): Price above Bollinger Upper Band Strong Uptrend Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 2 (3.17) Bearish Breakdown Days: 3 (4.76) Rangebound Days: 58 (92.06) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-05-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 1 (1.59) Oversold Days: 9 (14.29) Neutral RSI Days: 53 (84.13) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2023-05-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 8 (12.70) Oversold Days: 9 (14.29) Neutral Stochastic Days: 46 (73.02) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: Stochastic remains neutral for most days, suggesting a potential trendfollowing approach. Commodity Channel Index (CCI) Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-05-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 1 (1.59) Oversold Days: 9 (14.29) Neutral CCI Days: 53 (84.13) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-05-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 8 (12.70) Oversold Days: 9 (14.29) Neutral Williams R Days: 46 (73.02) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: Williams R remains neutral for most days, suggesting a potential trendfollowing approach.	-16.8	3.88	12.51
LDOS_2023-06-01	MACD Analysis from 2023-03-03 to 2023-06-01 Initial MACD: 0.56 Initial MACD Signal: 0.42 Final MACD: 2.13 Final MACD Signal: 2.51 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 30 (47.62) Bearish Days (MACD Signal): 33 (52.38) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-03-03 to 2023-06-01 Latest Tendency: 76.51 SMA10 Below SMA25: 77.46 79.03 (Shortterm Bearish) SMA25 Below SMA100: 79.03 89.26 (Mediumterm Bearish) SMA100 Below SMA200: 89.26 92.99 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: Strong Bearish Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2023-03-03 to 2023-06-01 Initial ADX: 22.81 Final ADX: 39.48 Initial DI: 16.29 Final DI: 14.16 Initial DI: 26.88 Final DI: 31.08 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 1 (1.59) Bearish Days (DI DI): 62 (98.41) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2023-03-03 to 2023-06-01 Latest Price: 76.51 TenkanSen: 78.05 KijunSen: 83.56 Senkou Span A: 89.69 Senkou Span B: 93.37 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2023-03-03 to 2023-06-01) Closing Price Summary: Latest Close Price: 76.51 Lowest Close: 75.00 Highest Close: 94.50 Overall Price Trend: Downtrend Price Trend: Downtrend (19.04 change in this period) VWAP Analysis from 2023-03-03 to 2023-06-01 Initial VWAP: 64.68 Final VWAP: 65.29 Initial Close Price: 94.50 Final Close Price: 76.51 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-03-03 to 2023-06-01 OBV Trend: Decreasing (2) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 28 (45.16) Bearish Days (OBV Falling): 33 (53.23) Neutral Days: 1 (1.61) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-03-03 to 2023-06-01 CMF Trend: Decreasing (85.68) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 6 (9.52) Bearish CMF Days (Selling Pressure): 57 (90.48) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2023-03-03 to 2023-06-01 Initial AD Line: 162.00 Final AD Line: 157.00 AD Line Trend: Decreasing (3.09) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 28 (45.16) Bearish Days (AD Line Falling): 33 (53.23) Neutral Days: 1 (1.61) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.57 Average ATR: 1.88 Keltner Channel Market Analysis Initial State (2023-03-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-06-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 14 (22.22) Consolidation Days: 49 (77.78) Donchian Channel Market Analysis Initial State (2023-03-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-06-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-06-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 1 (1.59) Bearish Breakdown Days: 6 (9.52) Rangebound Days: 56 (88.89) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-06-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 0 (0.00) Oversold Days: 23 (36.51) Neutral RSI Days: 40 (63.49) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2023-06-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 4 (6.35) Oversold Days: 22 (34.92) Neutral Stochastic Days: 37 (58.73) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-06-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 1 (1.59) Oversold Days: 20 (31.75) Neutral CCI Days: 42 (66.67) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-06-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 4 (6.35) Oversold Days: 22 (34.92) Neutral Williams R Days: 37 (58.73) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	13.24	22.61	39.09
LDOS_2023-07-01	MACD Analysis from 2023-04-03 to 2023-06-30 Initial MACD: 1.15 Initial MACD Signal: 1.48 Final MACD: 1.42 Final MACD Signal: 0.94 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 46 (74.19) Bearish Days (MACD Signal): 16 (25.81) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-04-03 to 2023-06-30 Latest Tendency: 86.64 SMA10 Above SMA25: 84.57 81.56 (Shortterm Bullish) SMA25 Below SMA100: 81.56 86.80 (Mediumterm Bearish) SMA100 Below SMA200: 86.80 91.86 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2023-04-03 to 2023-06-30 Initial ADX: 40.84 Final ADX: 19.01 Initial DI: 17.27 Final DI: 30.13 Initial DI: 25.06 Final DI: 18.08 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 17 (27.42) Bearish Days (DI DI): 45 (72.58) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2023-04-03 to 2023-06-30 Latest Price: 86.64 TenkanSen: 84.74 KijunSen: 81.52 Senkou Span A: 80.48 Senkou Span B: 83.56 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-04-03 to 2023-06-30) Closing Price Summary: Latest Close Price: 86.64 Lowest Close: 75.00 Highest Close: 91.97 Overall Price Trend: Downtrend Price Trend: Downtrend (4.65 change in this period) VWAP Analysis from 2023-04-03 to 2023-06-30 Initial VWAP: 64.94 Final VWAP: 65.44 Initial Close Price: 90.87 Final Close Price: 86.64 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-04-03 to 2023-06-30 OBV Trend: Increasing (2) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 32 (52.46) Bearish Days (OBV Falling): 29 (47.54) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-04-03 to 2023-06-30 CMF Trend: Increasing (336.23) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 16 (25.81) Bearish CMF Days (Selling Pressure): 46 (74.19) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-04-03 to 2023-06-30 Initial AD Line: 160.00 Final AD Line: 163.00 AD Line Trend: Increasing (1.88) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 32 (52.46) Bearish Days (AD Line Falling): 29 (47.54) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.39 Average ATR: 1.78 Keltner Channel Market Analysis Initial State (2023-04-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-06-30): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 5 (8.06) Downtrend Days: 9 (14.52) Consolidation Days: 48 (77.42) Donchian Channel Market Analysis Initial State (2023-04-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-06-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-06-30): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 5 (8.06) Bearish Breakdown Days: 4 (6.45) Rangebound Days: 53 (85.48) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-06-30): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 9 (14.52) Oversold Days: 14 (22.58) Neutral RSI Days: 39 (62.90) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2023-06-30): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 22 (35.48) Oversold Days: 15 (24.19) Neutral Stochastic Days: 25 (40.32) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-06-30): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 6 (9.68) Oversold Days: 12 (19.35) Neutral CCI Days: 44 (70.97) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2023-06-30): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 22 (35.48) Oversold Days: 15 (24.19) Neutral Williams R Days: 25 (40.32) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	13.07	7.18	23.61
LDOS_2023-08-01	MACD Analysis from 2023-05-03 to 2023-08-01 Initial MACD: 1.72 Initial MACD Signal: 0.77 Final MACD: 2.43 Final MACD Signal: 1.94 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 49 (79.03) Bearish Days (MACD Signal): 13 (20.97) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-05-03 to 2023-08-01 Latest Tendency: 97.91 SMA10 Above SMA25: 91.07 88.53 (Shortterm Bullish) SMA25 Above SMA100: 88.53 85.47 (Mediumterm Bullish) SMA100 Below SMA200: 85.47 91.98 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-05-03 to 2023-08-01 Initial ADX: 30.01 Final ADX: 41.89 Initial DI: 12.40 Final DI: 48.00 Initial DI: 47.58 Final DI: 5.32 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 37 (59.68) Bearish Days (DI DI): 25 (40.32) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2023-05-03 to 2023-08-01 Latest Price: 97.91 TenkanSen: 94.08 KijunSen: 91.00 Senkou Span A: 81.25 Senkou Span B: 83.56 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-05-03 to 2023-08-01) Closing Price Summary: Latest Close Price: 97.91 Lowest Close: 75.00 Highest Close: 97.91 Overall Price Trend: Uptrend Price Trend: Uptrend (24.13 change in this period) VWAP Analysis from 2023-05-03 to 2023-08-01 Initial VWAP: 65.14 Final VWAP: 65.64 Initial Close Price: 78.87 Final Close Price: 97.91 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-05-03 to 2023-08-01 OBV Trend: Increasing (3) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 33 (54.10) Bearish Days (OBV Falling): 28 (45.90) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-05-03 to 2023-08-01 CMF Trend: Increasing (157.64) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 31 (50.00) Bearish CMF Days (Selling Pressure): 31 (50.00) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Neutral Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-05-03 to 2023-08-01 Initial AD Line: 159.00 Final AD Line: 164.00 AD Line Trend: Increasing (3.14) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 33 (54.10) Bearish Days (AD Line Falling): 28 (45.90) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.73 Average ATR: 1.72 Keltner Channel Market Analysis Initial State (2023-05-03): Price below Keltner Lower Band Strong Downtrend Final State (2023-08-01): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 18 (29.03) Downtrend Days: 8 (12.90) Consolidation Days: 36 (58.06) Donchian Channel Market Analysis Initial State (2023-05-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-08-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): Price below Bollinger Lower Band Strong Downtrend Final State (2023-08-01): Price above Bollinger Upper Band Strong Uptrend Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 6 (9.68) Bearish Breakdown Days: 2 (3.23) Rangebound Days: 54 (87.10) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): RSI below 30 Oversold (Potential Buy Signal) Final State (2023-08-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 27 (43.55) Oversold Days: 13 (20.97) Neutral RSI Days: 22 (35.48) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2023-08-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 36 (58.06) Oversold Days: 13 (20.97) Neutral Stochastic Days: 13 (20.97) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): CCI below 100 Oversold (Potential Buy Signal) Final State (2023-08-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 6 (9.68) Oversold Days: 10 (16.13) Neutral CCI Days: 46 (74.19) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): Williams R below 80 Oversold (Potential Buy Signal) Final State (2023-08-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 36 (58.06) Oversold Days: 13 (20.97) Neutral Williams R Days: 13 (20.97) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-1.14	2.92	24.76
LDOS_2023-09-01	MACD Analysis from 2023-06-05 to 2023-09-01 Initial MACD: 1.62 Initial MACD Signal: 2.22 Final MACD: 1.11 Final MACD Signal: 1.21 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 47 (74.60) Bearish Days (MACD Signal): 16 (25.40) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2023-06-05 to 2023-09-01 Latest Tendency: 96.79 SMA10 Below SMA25: 94.75 95.08 (Shortterm Bearish) SMA25 Above SMA100: 95.08 86.75 (Mediumterm Bullish) SMA100 Below SMA200: 86.75 91.79 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-06-05 to 2023-09-01 Initial ADX: 35.14 Final ADX: 40.00 Initial DI: 23.19 Final DI: 31.78 Initial DI: 26.04 Final DI: 9.41 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 60 (95.24) Bearish Days (DI DI): 3 (4.76) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2023-06-05 to 2023-09-01 Latest Price: 96.79 TenkanSen: 95.62 KijunSen: 95.17 Senkou Span A: 88.66 Senkou Span B: 83.42 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-06-05 to 2023-09-01) Closing Price Summary: Latest Close Price: 96.79 Lowest Close: 78.65 Highest Close: 97.91 Overall Price Trend: Uptrend Price Trend: Uptrend (23.07 change in this period) VWAP Analysis from 2023-06-05 to 2023-09-01 Initial VWAP: 65.30 Final VWAP: 65.91 Initial Close Price: 78.65 Final Close Price: 96.79 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-06-05 to 2023-09-01 OBV Trend: Increasing (1) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 33 (53.23) Bearish Days (OBV Falling): 29 (46.77) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-06-05 to 2023-09-01 CMF Trend: Increasing (70.94) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 44 (69.84) Bearish CMF Days (Selling Pressure): 19 (30.16) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2023-06-05 to 2023-09-01 Initial AD Line: 157.00 Final AD Line: 161.00 AD Line Trend: Increasing (2.55) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 33 (53.23) Bearish Days (AD Line Falling): 29 (46.77) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.31 Average ATR: 1.45 Keltner Channel Market Analysis Initial State (2023-06-05): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-09-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 22 (34.92) Downtrend Days: 0 (0.00) Consolidation Days: 41 (65.08) Donchian Channel Market Analysis Initial State (2023-06-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-09-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): Price within Bollinger Bands NeutralRangebound Market Final State (2023-09-01): Price above Bollinger Upper Band Strong Uptrend Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 8 (12.70) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 55 (87.30) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-09-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 31 (49.21) Oversold Days: 2 (3.17) Neutral RSI Days: 30 (47.62) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2023-09-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 35 (55.56) Oversold Days: 4 (6.35) Neutral Stochastic Days: 24 (38.10) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-09-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 8 (12.70) Oversold Days: 0 (0.00) Neutral CCI Days: 55 (87.30) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-09-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 35 (55.56) Oversold Days: 4 (6.35) Neutral Williams R Days: 24 (38.10) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-6.4	10.18	30.71
LDOS_2023-10-01	MACD Analysis from 2023-07-03 to 2023-09-29 Initial MACD: 1.51 Initial MACD Signal: 1.05 Final MACD: 0.96 Final MACD Signal: 0.68 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 28 (44.44) Bearish Days (MACD Signal): 35 (55.56) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2023-07-03 to 2023-09-29 Latest Tendency: 90.59 SMA10 Below SMA25: 90.76 92.94 (Shortterm Bearish) SMA25 Above SMA100: 92.94 87.76 (Mediumterm Bullish) SMA100 Below SMA200: 87.76 90.62 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2023-07-03 to 2023-09-29 Initial ADX: 19.09 Final ADX: 22.84 Initial DI: 28.69 Final DI: 20.22 Initial DI: 19.08 Final DI: 24.88 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 50 (79.37) Bearish Days (DI DI): 13 (20.63) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2023-07-03 to 2023-09-29 Latest Price: 90.59 TenkanSen: 91.17 KijunSen: 93.63 Senkou Span A: 94.26 Senkou Span B: 89.86 Ichimoku Cloud Trend Analysis Price Inside Cloud Market in Consolidation Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Sideways Market: Consider rangetrading strategies while price remains inside the cloud.	Stock Trend Indicators Analysis (2023-07-03 to 2023-09-29) Closing Price Summary: Latest Close Price: 90.59 Lowest Close: 86.20 Highest Close: 97.91 Overall Price Trend: Uptrend Price Trend: Uptrend (4.63 change in this period) VWAP Analysis from 2023-07-03 to 2023-09-29 Initial VWAP: 65.44 Final VWAP: 66.05 Initial Close Price: 86.59 Final Close Price: 90.59 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-07-03 to 2023-09-29 OBV Trend: Decreasing (3) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 30 (48.39) Bearish Days (OBV Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-07-03 to 2023-09-29 CMF Trend: Decreasing (193.45) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 34 (53.97) Bearish CMF Days (Selling Pressure): 29 (46.03) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2023-07-03 to 2023-09-29 Initial AD Line: 162.00 Final AD Line: 160.00 AD Line Trend: Decreasing (1.23) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 30 (48.39) Bearish Days (AD Line Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.22 Average ATR: 1.39 Keltner Channel Market Analysis Initial State (2023-07-03): Price above Keltner Upper Band Strong Uptrend Final State (2023-09-29): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 17 (26.98) Downtrend Days: 3 (4.76) Consolidation Days: 43 (68.25) Donchian Channel Market Analysis Initial State (2023-07-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-09-29): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-09-29): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 4 (6.35) Bearish Breakdown Days: 2 (3.17) Rangebound Days: 57 (90.48) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2023-09-29): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 22 (34.92) Oversold Days: 10 (15.87) Neutral RSI Days: 31 (49.21) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-09-29): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 18 (28.57) Neutral Stochastic Days: 27 (42.86) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-09-29): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 3 (4.76) Oversold Days: 8 (12.70) Neutral CCI Days: 52 (82.54) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2023-09-29): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 18 (28.57) Neutral Williams R Days: 27 (42.86) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	8.56	18.67	33.65
LDOS_2023-11-01	MACD Analysis from 2023-08-03 to 2023-11-01 Initial MACD: 2.83 Initial MACD Signal: 2.24 Final MACD: 0.61 Final MACD Signal: 0.10 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 17 (26.98) Bearish Days (MACD Signal): 46 (73.02) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-08-03 to 2023-11-01 Latest Tendency: 99.46 SMA10 Above SMA25: 91.91 91.88 (Shortterm Bullish) SMA25 Above SMA100: 91.88 91.00 (Mediumterm Bullish) SMA100 Above SMA200: 91.00 89.64 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-08-03 to 2023-11-01 Initial ADX: 46.43 Final ADX: 20.84 Initial DI: 41.94 Final DI: 37.88 Initial DI: 7.41 Final DI: 15.48 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 39 (61.90) Bearish Days (DI DI): 24 (38.10) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2023-08-03 to 2023-11-01 Latest Price: 99.46 TenkanSen: 94.47 KijunSen: 93.94 Senkou Span A: 92.61 Senkou Span B: 93.29 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-08-03 to 2023-11-01) Closing Price Summary: Latest Close Price: 99.46 Lowest Close: 88.91 Highest Close: 99.46 Overall Price Trend: Uptrend Price Trend: Uptrend (3.22 change in this period) VWAP Analysis from 2023-08-03 to 2023-11-01 Initial VWAP: 65.67 Final VWAP: 66.26 Initial Close Price: 96.36 Final Close Price: 99.46 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-08-03 to 2023-11-01 OBV Trend: Decreasing (1) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 30 (48.39) Bearish Days (OBV Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-08-03 to 2023-11-01 CMF Trend: Increasing (21.92) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 13 (20.63) Bearish CMF Days (Selling Pressure): 50 (79.37) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-08-03 to 2023-11-01 Initial AD Line: 162.00 Final AD Line: 161.00 AD Line Trend: Decreasing (0.62) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 30 (48.39) Bearish Days (AD Line Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.19 Average ATR: 1.52 Keltner Channel Market Analysis Initial State (2023-08-03): Price above Keltner Upper Band Strong Uptrend Final State (2023-11-01): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 5 (7.94) Downtrend Days: 3 (4.76) Consolidation Days: 55 (87.30) Donchian Channel Market Analysis Initial State (2023-08-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-11-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-11-01): Price above Bollinger Upper Band Strong Uptrend Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 3 (4.76) Bearish Breakdown Days: 2 (3.17) Rangebound Days: 58 (92.06) Volatility Assessment High Volatility: Wide bands suggest strong price swings. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2023-11-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 3 (4.76) Oversold Days: 11 (17.46) Neutral RSI Days: 49 (77.78) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-11-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 8 (12.70) Oversold Days: 21 (33.33) Neutral Stochastic Days: 34 (53.97) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): CCI above 100 Overbought (Potential Sell Signal) Final State (2023-11-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 3 (4.76) Oversold Days: 8 (12.70) Neutral CCI Days: 52 (82.54) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-11-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 8 (12.70) Oversold Days: 21 (33.33) Neutral Williams R Days: 34 (53.97) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	7.67	12.59	47.88
LDOS_2023-12-01	MACD Analysis from 2023-09-05 to 2023-12-01 Initial MACD: 1.05 Initial MACD Signal: 1.18 Final MACD: 2.63 Final MACD Signal: 2.67 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 28 (45.16) Bearish Days (MACD Signal): 34 (54.84) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2023-09-05 to 2023-12-01 Latest Tendency: 107.09 SMA10 Above SMA25: 104.74 101.81 (Shortterm Bullish) SMA25 Above SMA100: 101.81 94.88 (Mediumterm Bullish) SMA100 Above SMA200: 94.88 90.52 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-09-05 to 2023-12-01 Initial ADX: 39.79 Final ADX: 44.22 Initial DI: 29.65 Final DI: 34.04 Initial DI: 13.58 Final DI: 9.72 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 38 (61.29) Bearish Days (DI DI): 24 (38.71) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2023-09-05 to 2023-12-01 Latest Price: 107.09 TenkanSen: 105.02 KijunSen: 97.93 Senkou Span A: 91.76 Senkou Span B: 92.96 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-09-05 to 2023-12-01) Closing Price Summary: Latest Close Price: 107.09 Lowest Close: 88.91 Highest Close: 107.09 Overall Price Trend: Uptrend Price Trend: Uptrend (12.20 change in this period) VWAP Analysis from 2023-09-05 to 2023-12-01 Initial VWAP: 65.91 Final VWAP: 66.51 Initial Close Price: 95.44 Final Close Price: 107.09 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-09-05 to 2023-12-01 OBV Trend: Increasing (3) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 32 (52.46) Bearish Days (OBV Falling): 29 (47.54) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-09-05 to 2023-12-01 CMF Trend: Increasing (130.82) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 21 (33.87) Bearish CMF Days (Selling Pressure): 41 (66.13) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-09-05 to 2023-12-01 Initial AD Line: 160.00 Final AD Line: 164.00 AD Line Trend: Increasing (2.50) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 32 (52.46) Bearish Days (AD Line Falling): 29 (47.54) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 1.35 Average ATR: 1.63 Keltner Channel Market Analysis Initial State (2023-09-05): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-12-01): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 19 (30.65) Downtrend Days: 3 (4.84) Consolidation Days: 40 (64.52) Donchian Channel Market Analysis Initial State (2023-09-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-12-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): Price within Bollinger Bands NeutralRangebound Market Final State (2023-12-01): Price above Bollinger Upper Band Strong Uptrend Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 5 (8.06) Bearish Breakdown Days: 2 (3.23) Rangebound Days: 55 (88.71) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-12-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 19 (30.65) Oversold Days: 9 (14.52) Neutral RSI Days: 34 (54.84) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-12-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 26 (41.94) Oversold Days: 17 (27.42) Neutral Stochastic Days: 19 (30.65) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 11 (17.74) Oversold Days: 8 (12.90) Neutral CCI Days: 43 (69.35) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-12-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 26 (41.94) Oversold Days: 17 (27.42) Neutral Williams R Days: 19 (30.65) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-0.3	18.6	33.27
FFIV_2021-01-01	MACD Analysis from 2020-10-05 to 2020-12-31 Initial MACD: 1.92 Initial MACD Signal: 2.95 Final MACD: 4.77 Final MACD Signal: 5.54 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 38 (61.29) Bearish Days (MACD Signal): 24 (38.71) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2020-10-05 to 2020-12-31 Latest Tendency: 175.94 SMA10 Above SMA25: 175.43 171.01 (Shortterm Bullish) SMA25 Above SMA100: 171.01 143.15 (Mediumterm Bullish) SMA100 Above SMA200: 143.15 138.76 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2020-10-05 to 2020-12-31 Initial ADX: 25.95 Final ADX: 25.65 Initial DI: 23.61 Final DI: 21.12 Initial DI: 21.29 Final DI: 18.92 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 60 (96.77) Bearish Days (DI DI): 2 (3.23) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2020-10-05 to 2020-12-31 Latest Price: 175.94 TenkanSen: 174.04 KijunSen: 169.47 Senkou Span A: 152.73 Senkou Span B: 141.73 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2020-10-05 to 2020-12-31) Closing Price Summary: Latest Close Price: 175.94 Lowest Close: 125.37 Highest Close: 176.44 Overall Price Trend: Uptrend Price Trend: Uptrend (40.34 change in this period) VWAP Analysis from 2020-10-05 to 2020-12-31 Initial VWAP: 130.95 Final VWAP: 131.65 Initial Close Price: 125.37 Final Close Price: 175.94 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 49 (79.03) Bearish Days (Below VWAP): 13 (20.97) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2020-10-05 to 2020-12-31 OBV Trend: Increasing (31) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 37 (60.66) Bearish Days (OBV Falling): 24 (39.34) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2020-10-05 to 2020-12-31 CMF Trend: Increasing (21491.98) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 62 (100.00) Bearish CMF Days (Selling Pressure): 0 (0.00) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2020-10-05 to 2020-12-31 Initial AD Line: 90.00 Final AD Line: 103.00 AD Line Trend: Increasing (14.44) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 37 (60.66) Bearish Days (AD Line Falling): 24 (39.34) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 3.29 Average ATR: 4.09 Keltner Channel Market Analysis Initial State (2020-10-05): Price inside Keltner Channel ConsolidationRangebound Market Final State (2020-12-31): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 22 (35.48) Downtrend Days: 0 (0.00) Consolidation Days: 40 (64.52) Donchian Channel Market Analysis Initial State (2020-10-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2020-12-31): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2020-10-05 to 2020-12-31 Initial State (2020-10-05): Price within Bollinger Bands NeutralRangebound Market Final State (2020-12-31): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 10 (16.13) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 52 (83.87) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2020-10-05 to 2020-12-31 Initial State (2020-10-05): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2020-12-31): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 34 (54.84) Oversold Days: 0 (0.00) Neutral RSI Days: 28 (45.16) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2020-10-05 to 2020-12-31 Initial State (2020-10-05): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2020-12-31): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 39 (62.90) Oversold Days: 0 (0.00) Neutral Stochastic Days: 23 (37.10) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2020-10-05 to 2020-12-31 Initial State (2020-10-05): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2020-12-31): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 13 (20.97) Oversold Days: 0 (0.00) Neutral CCI Days: 49 (79.03) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2020-10-05 to 2020-12-31 Initial State (2020-10-05): Williams R above 20 Overbought (Potential Sell Signal) Final State (2020-12-31): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 39 (62.90) Oversold Days: 0 (0.00) Neutral Williams R Days: 23 (37.10) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	11.66	19.66	6.16
FFIV_2021-02-01	MACD Analysis from 2020-11-03 to 2021-02-01 Initial MACD: 1.93 Initial MACD Signal: 1.42 Final MACD: 6.92 Final MACD Signal: 7.86 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 32 (52.46) Bearish Days (MACD Signal): 29 (47.54) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2020-11-03 to 2021-02-01 Latest Tendency: 196.35 SMA10 Above SMA25: 201.15 190.27 (Shortterm Bullish) SMA25 Above SMA100: 190.27 155.34 (Mediumterm Bullish) SMA100 Above SMA200: 155.34 147.01 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2020-11-03 to 2021-02-01 Initial ADX: 19.58 Final ADX: 38.87 Initial DI: 31.63 Final DI: 28.86 Initial DI: 21.48 Final DI: 19.02 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 60 (98.36) Bearish Days (DI DI): 1 (1.64) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2020-11-03 to 2021-02-01 Latest Price: 196.35 TenkanSen: 202.57 KijunSen: 192.21 Senkou Span A: 168.93 Senkou Span B: 149.46 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2020-11-03 to 2021-02-01) Closing Price Summary: Latest Close Price: 196.35 Lowest Close: 134.00 Highest Close: 208.56 Overall Price Trend: Uptrend Price Trend: Uptrend (44.45 change in this period) VWAP Analysis from 2020-11-03 to 2021-02-01 Initial VWAP: 130.95 Final VWAP: 132.59 Initial Close Price: 135.93 Final Close Price: 196.35 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 61 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2020-11-03 to 2021-02-01 OBV Trend: Increasing (59) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 42 (70.00) Bearish Days (OBV Falling): 18 (30.00) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2020-11-03 to 2021-02-01 CMF Trend: Decreasing (8.96) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 61 (100.00) Bearish CMF Days (Selling Pressure): 0 (0.00) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2020-11-03 to 2021-02-01 Initial AD Line: 89.00 Final AD Line: 113.00 AD Line Trend: Increasing (26.97) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 42 (70.00) Bearish Days (AD Line Falling): 18 (30.00) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 5.53 Average ATR: 4.65 Keltner Channel Market Analysis Initial State (2020-11-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-02-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 32 (52.46) Downtrend Days: 0 (0.00) Consolidation Days: 29 (47.54) Donchian Channel Market Analysis Initial State (2020-11-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-02-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2020-11-03 to 2021-02-01 Initial State (2020-11-03): Price within Bollinger Bands NeutralRangebound Market Final State (2021-02-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 10 (16.39) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 51 (83.61) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2020-11-03 to 2021-02-01 Initial State (2020-11-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-02-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 43 (70.49) Oversold Days: 0 (0.00) Neutral RSI Days: 18 (29.51) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2020-11-03 to 2021-02-01 Initial State (2020-11-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2021-02-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 39 (63.93) Oversold Days: 0 (0.00) Neutral Stochastic Days: 22 (36.07) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2020-11-03 to 2021-02-01 Initial State (2020-11-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-02-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 21 (34.43) Oversold Days: 0 (0.00) Neutral CCI Days: 40 (65.57) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2020-11-03 to 2021-02-01 Initial State (2020-11-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2021-02-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 39 (63.93) Oversold Days: 0 (0.00) Neutral Williams R Days: 22 (36.07) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-4.06	-10.89	1.79
FFIV_2021-03-01	MACD Analysis from 2020-12-01 to 2021-03-01 Initial MACD: 7.60 Initial MACD Signal: 7.86 Final MACD: 0.54 Final MACD Signal: 1.57 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 15 (24.59) Bearish Days (MACD Signal): 46 (75.41) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2020-12-01 to 2021-03-01 Latest Tendency: 194.12 SMA10 Below SMA25: 195.35 199.45 (Shortterm Bearish) SMA25 Above SMA100: 199.45 169.98 (Mediumterm Bullish) SMA100 Above SMA200: 169.98 153.08 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2020-12-01 to 2021-03-01 Initial ADX: 41.68 Final ADX: 25.83 Initial DI: 35.53 Final DI: 25.34 Initial DI: 14.69 Final DI: 30.77 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 54 (88.52) Bearish Days (DI DI): 7 (11.48) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2020-12-01 to 2021-03-01 Latest Price: 194.12 TenkanSen: 194.43 KijunSen: 198.11 Senkou Span A: 189.39 Senkou Span B: 167.78 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2020-12-01 to 2021-03-01) Closing Price Summary: Latest Close Price: 194.12 Lowest Close: 162.55 Highest Close: 210.62 Overall Price Trend: Uptrend Price Trend: Uptrend (18.41 change in this period) VWAP Analysis from 2020-12-01 to 2021-03-01 Initial VWAP: 131.28 Final VWAP: 133.31 Initial Close Price: 163.94 Final Close Price: 194.12 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 61 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2020-12-01 to 2021-03-01 OBV Trend: Increasing (25) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 39 (65.00) Bearish Days (OBV Falling): 21 (35.00) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2020-12-01 to 2021-03-01 CMF Trend: Decreasing (76.54) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 58 (95.08) Bearish CMF Days (Selling Pressure): 3 (4.92) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2020-12-01 to 2021-03-01 Initial AD Line: 94.00 Final AD Line: 112.00 AD Line Trend: Increasing (19.15) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 39 (65.00) Bearish Days (AD Line Falling): 21 (35.00) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 5.73 Average ATR: 4.63 Keltner Channel Market Analysis Initial State (2020-12-01): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-03-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 22 (36.07) Downtrend Days: 1 (1.64) Consolidation Days: 38 (62.30) Donchian Channel Market Analysis Initial State (2020-12-01): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-03-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2020-12-01 to 2021-03-01 Initial State (2020-12-01): Price within Bollinger Bands NeutralRangebound Market Final State (2021-03-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 5 (8.20) Bearish Breakdown Days: 1 (1.64) Rangebound Days: 55 (90.16) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2020-12-01 to 2021-03-01 Initial State (2020-12-01): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-03-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 29 (47.54) Oversold Days: 0 (0.00) Neutral RSI Days: 32 (52.46) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2020-12-01 to 2021-03-01 Initial State (2020-12-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2021-03-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 25 (40.98) Oversold Days: 2 (3.28) Neutral Stochastic Days: 34 (55.74) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2020-12-01 to 2021-03-01 Initial State (2020-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-03-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 12 (19.67) Oversold Days: 4 (6.56) Neutral CCI Days: 45 (73.77) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2020-12-01 to 2021-03-01 Initial State (2020-12-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2021-03-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 25 (40.98) Oversold Days: 2 (3.28) Neutral Williams R Days: 34 (55.74) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	8.75	-3.29	5.39
FFIV_2021-04-01	MACD Analysis from 2021-01-04 to 2021-04-01 Initial MACD: 4.53 Initial MACD Signal: 5.34 Final MACD: 3.80 Final MACD Signal: 2.61 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 30 (48.39) Bearish Days (MACD Signal): 32 (51.61) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-01-04 to 2021-04-01 Latest Tendency: 211.11 SMA10 Above SMA25: 205.01 198.27 (Shortterm Bullish) SMA25 Above SMA100: 198.27 185.64 (Mediumterm Bullish) SMA100 Above SMA200: 185.64 159.62 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-01-04 to 2021-04-01 Initial ADX: 24.04 Final ADX: 18.67 Initial DI: 19.59 Final DI: 29.82 Initial DI: 20.87 Final DI: 17.35 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 45 (72.58) Bearish Days (DI DI): 17 (27.42) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-01-04 to 2021-04-01 Latest Price: 211.11 TenkanSen: 206.77 KijunSen: 199.46 Senkou Span A: 198.11 Senkou Span B: 190.43 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-01-04 to 2021-04-01) Closing Price Summary: Latest Close Price: 211.11 Lowest Close: 175.85 Highest Close: 211.11 Overall Price Trend: Uptrend Price Trend: Uptrend (20.05 change in this period) VWAP Analysis from 2021-01-04 to 2021-04-01 Initial VWAP: 131.67 Final VWAP: 134.01 Initial Close Price: 175.85 Final Close Price: 211.11 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-01-04 to 2021-04-01 OBV Trend: Increasing (12) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 36 (59.02) Bearish Days (OBV Falling): 25 (40.98) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-01-04 to 2021-04-01 CMF Trend: Decreasing (78.83) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 43 (69.35) Bearish CMF Days (Selling Pressure): 19 (30.65) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-01-04 to 2021-04-01 Initial AD Line: 102.00 Final AD Line: 113.00 AD Line Trend: Increasing (10.78) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 36 (59.02) Bearish Days (AD Line Falling): 25 (40.98) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 4.98 Average ATR: 5.28 Keltner Channel Market Analysis Initial State (2021-01-04): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-04-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 13 (20.97) Downtrend Days: 1 (1.61) Consolidation Days: 48 (77.42) Donchian Channel Market Analysis Initial State (2021-01-04): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-04-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2021-01-04 to 2021-04-01 Initial State (2021-01-04): Price within Bollinger Bands NeutralRangebound Market Final State (2021-04-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 5 (8.06) Bearish Breakdown Days: 1 (1.61) Rangebound Days: 56 (90.32) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-01-04 to 2021-04-01 Initial State (2021-01-04): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-04-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 22 (35.48) Oversold Days: 4 (6.45) Neutral RSI Days: 36 (58.06) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2021-01-04 to 2021-04-01 Initial State (2021-01-04): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2021-04-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 20 (32.26) Oversold Days: 4 (6.45) Neutral Stochastic Days: 38 (61.29) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-01-04 to 2021-04-01 Initial State (2021-01-04): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-04-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 14 (22.58) Oversold Days: 5 (8.06) Neutral CCI Days: 43 (69.35) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2021-01-04 to 2021-04-01 Initial State (2021-01-04): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2021-04-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 20 (32.26) Oversold Days: 4 (6.45) Neutral Williams R Days: 38 (61.29) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-11.53	-9.59	-4.34
FFIV_2021-05-01	MACD Analysis from 2021-02-01 to 2021-04-30 Initial MACD: 6.92 Initial MACD Signal: 7.86 Final MACD: 2.64 Final MACD Signal: 0.38 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 21 (33.33) Bearish Days (MACD Signal): 42 (66.67) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-02-01 to 2021-04-30 Latest Tendency: 186.76 SMA10 Below SMA25: 202.32 207.05 (Shortterm Bearish) SMA25 Above SMA100: 207.05 194.82 (Mediumterm Bullish) SMA100 Above SMA200: 194.82 166.38 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2021-02-01 to 2021-04-30 Initial ADX: 38.87 Final ADX: 20.17 Initial DI: 28.86 Final DI: 11.03 Initial DI: 19.02 Final DI: 40.36 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 34 (53.97) Bearish Days (DI DI): 29 (46.03) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-02-01 to 2021-04-30 Latest Price: 186.76 TenkanSen: 198.69 KijunSen: 200.07 Senkou Span A: 196.12 Senkou Span B: 198.11 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2021-02-01 to 2021-04-30) Closing Price Summary: Latest Close Price: 186.76 Lowest Close: 186.03 Highest Close: 215.35 Overall Price Trend: Downtrend Price Trend: Downtrend (4.88 change in this period) VWAP Analysis from 2021-02-01 to 2021-04-30 Initial VWAP: 132.59 Final VWAP: 134.77 Initial Close Price: 196.35 Final Close Price: 186.76 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-02-01 to 2021-04-30 OBV Trend: Decreasing (8) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 31 (50.00) Bearish Days (OBV Falling): 31 (50.00) Neutral Days: 0 (0.00) Overall Trend: Neutral Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-02-01 to 2021-04-30 CMF Trend: Decreasing (71.84) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 43 (68.25) Bearish CMF Days (Selling Pressure): 20 (31.75) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-02-01 to 2021-04-30 Initial AD Line: 113.00 Final AD Line: 113.00 AD Line Trend: No significant change Market is indecisive AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 31 (50.00) Bearish Days (AD Line Falling): 31 (50.00) Neutral Days: 0 (0.00) Overall AD Line Trend: Neutral Trading Strategy Insights Indecisive Market: AD Line flat, suggesting a lack of trend strength.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 5.32 Average ATR: 5.23 Keltner Channel Market Analysis Initial State (2021-02-01): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-04-30): Price below Keltner Lower Band Strong Downtrend MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 3 (4.76) Downtrend Days: 4 (6.35) Consolidation Days: 56 (88.89) Donchian Channel Market Analysis Initial State (2021-02-01): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-04-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-02-01 to 2021-04-30 Initial State (2021-02-01): Price within Bollinger Bands NeutralRangebound Market Final State (2021-04-30): Price below Bollinger Lower Band Strong Downtrend Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 1 (1.59) Bearish Breakdown Days: 4 (6.35) Rangebound Days: 58 (92.06) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-02-01 to 2021-04-30 Initial State (2021-02-01): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-04-30): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 8 (12.70) Oversold Days: 7 (11.11) Neutral RSI Days: 48 (76.19) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-02-01 to 2021-04-30 Initial State (2021-02-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2021-04-30): Stoch_K below 20 Oversold (Potential Buy Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 13 (20.63) Oversold Days: 8 (12.70) Neutral Stochastic Days: 42 (66.67) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-02-01 to 2021-04-30 Initial State (2021-02-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-04-30): CCI below 100 Oversold (Potential Buy Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 4 (6.35) Oversold Days: 8 (12.70) Neutral CCI Days: 51 (80.95) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-02-01 to 2021-04-30 Initial State (2021-02-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2021-04-30): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 13 (20.63) Oversold Days: 8 (12.70) Neutral Williams R Days: 42 (66.67) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-2.45	14.36	28.88
FFIV_2021-06-01	MACD Analysis from 2021-03-03 to 2021-06-01 Initial MACD: 1.18 Initial MACD Signal: 0.65 Final MACD: 3.06 Final MACD Signal: 3.97 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 28 (44.44) Bearish Days (MACD Signal): 35 (55.56) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-03-03 to 2021-06-01 Latest Tendency: 179.20 SMA10 Below SMA25: 183.76 184.02 (Shortterm Bearish) SMA25 Below SMA100: 184.02 196.55 (Mediumterm Bearish) SMA100 Above SMA200: 196.55 170.45 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2021-03-03 to 2021-06-01 Initial ADX: 24.42 Final ADX: 36.51 Initial DI: 22.63 Final DI: 15.10 Initial DI: 33.15 Final DI: 36.54 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 20 (31.75) Bearish Days (DI DI): 43 (68.25) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2021-03-03 to 2021-06-01 Latest Price: 179.20 TenkanSen: 182.45 KijunSen: 193.86 Senkou Span A: 207.64 Senkou Span B: 199.28 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2021-03-03 to 2021-06-01) Closing Price Summary: Latest Close Price: 179.20 Lowest Close: 174.96 Highest Close: 215.35 Overall Price Trend: Downtrend Price Trend: Downtrend (4.87 change in this period) VWAP Analysis from 2021-03-03 to 2021-06-01 Initial VWAP: 133.35 Final VWAP: 135.16 Initial Close Price: 188.37 Final Close Price: 179.20 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-03-03 to 2021-06-01 OBV Trend: Decreasing (9) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 30 (48.39) Bearish Days (OBV Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-03-03 to 2021-06-01 CMF Trend: Decreasing (123.87) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 25 (39.68) Bearish CMF Days (Selling Pressure): 38 (60.32) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-03-03 to 2021-06-01 Initial AD Line: 110.00 Final AD Line: 108.00 AD Line Trend: Decreasing (1.82) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 30 (48.39) Bearish Days (AD Line Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 4.17 Average ATR: 5.03 Keltner Channel Market Analysis Initial State (2021-03-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-06-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 3 (4.76) Downtrend Days: 9 (14.29) Consolidation Days: 51 (80.95) Donchian Channel Market Analysis Initial State (2021-03-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-06-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-03-03 to 2021-06-01 Initial State (2021-03-03): Price within Bollinger Bands NeutralRangebound Market Final State (2021-06-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 1 (1.59) Bearish Breakdown Days: 5 (7.94) Rangebound Days: 57 (90.48) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-03-03 to 2021-06-01 Initial State (2021-03-03): RSI below 30 Oversold (Potential Buy Signal) Final State (2021-06-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 8 (12.70) Oversold Days: 18 (28.57) Neutral RSI Days: 37 (58.73) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2021-03-03 to 2021-06-01 Initial State (2021-03-03): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2021-06-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 17 (26.98) Oversold Days: 16 (25.40) Neutral Stochastic Days: 30 (47.62) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-03-03 to 2021-06-01 Initial State (2021-03-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-06-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 4 (6.35) Oversold Days: 12 (19.05) Neutral CCI Days: 47 (74.60) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-03-03 to 2021-06-01 Initial State (2021-03-03): Williams R below 80 Oversold (Potential Buy Signal) Final State (2021-06-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 17 (26.98) Oversold Days: 16 (25.40) Neutral Williams R Days: 30 (47.62) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	5.26	13.4	30.02
FFIV_2021-07-01	MACD Analysis from 2021-04-05 to 2021-07-01 Initial MACD: 4.35 Initial MACD Signal: 2.96 Final MACD: 0.20 Final MACD Signal: 0.04 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 32 (50.79) Bearish Days (MACD Signal): 31 (49.21) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-04-05 to 2021-07-01 Latest Tendency: 188.63 SMA10 Below SMA25: 187.19 187.44 (Shortterm Bearish) SMA25 Below SMA100: 187.44 194.50 (Mediumterm Bearish) SMA100 Above SMA200: 194.50 176.85 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2021-04-05 to 2021-07-01 Initial ADX: 19.86 Final ADX: 14.67 Initial DI: 33.73 Final DI: 21.99 Initial DI: 16.13 Final DI: 22.69 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 14 (22.22) Bearish Days (DI DI): 49 (77.78) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-04-05 to 2021-07-01 Latest Price: 188.63 TenkanSen: 187.64 KijunSen: 186.77 Senkou Span A: 187.83 Senkou Span B: 195.24 Ichimoku Cloud Trend Analysis Price Inside Cloud Market in Consolidation Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Sideways Market: Consider rangetrading strategies while price remains inside the cloud.	Stock Trend Indicators Analysis (2021-04-05 to 2021-07-01) Closing Price Summary: Latest Close Price: 188.63 Lowest Close: 174.96 Highest Close: 215.35 Overall Price Trend: Downtrend Price Trend: Downtrend (12.38 change in this period) VWAP Analysis from 2021-04-05 to 2021-07-01 Initial VWAP: 134.06 Final VWAP: 135.57 Initial Close Price: 215.28 Final Close Price: 188.63 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-04-05 to 2021-07-01 OBV Trend: Decreasing (14) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 27 (43.55) Bearish Days (OBV Falling): 35 (56.45) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-04-05 to 2021-07-01 CMF Trend: Decreasing (248.83) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 19 (30.16) Bearish CMF Days (Selling Pressure): 44 (69.84) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-04-05 to 2021-07-01 Initial AD Line: 114.00 Final AD Line: 106.00 AD Line Trend: Decreasing (7.02) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 27 (43.55) Bearish Days (AD Line Falling): 35 (56.45) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 3.18 Average ATR: 4.48 Keltner Channel Market Analysis Initial State (2021-04-05): Price above Keltner Upper Band Strong Uptrend Final State (2021-07-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 2 (3.17) Downtrend Days: 9 (14.29) Consolidation Days: 52 (82.54) Donchian Channel Market Analysis Initial State (2021-04-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-07-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-04-05 to 2021-07-01 Initial State (2021-04-05): Price within Bollinger Bands NeutralRangebound Market Final State (2021-07-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 1 (1.59) Bearish Breakdown Days: 5 (7.94) Rangebound Days: 57 (90.48) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-04-05 to 2021-07-01 Initial State (2021-04-05): RSI above 70 Overbought (Potential Sell Signal) Final State (2021-07-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 2 (3.17) Oversold Days: 14 (22.22) Neutral RSI Days: 47 (74.60) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-04-05 to 2021-07-01 Initial State (2021-04-05): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2021-07-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 15 (23.81) Neutral Stochastic Days: 36 (57.14) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-04-05 to 2021-07-01 Initial State (2021-04-05): CCI above 100 Overbought (Potential Sell Signal) Final State (2021-07-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 3 (4.76) Oversold Days: 11 (17.46) Neutral CCI Days: 49 (77.78) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-04-05 to 2021-07-01 Initial State (2021-04-05): Williams R above 20 Overbought (Potential Sell Signal) Final State (2021-07-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 15 (23.81) Neutral Williams R Days: 36 (57.14) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	9.48	6.44	25.18
FFIV_2021-08-01	MACD Analysis from 2021-05-03 to 2021-07-30 Initial MACD: 3.78 Initial MACD Signal: 0.45 Final MACD: 4.16 Final MACD Signal: 1.90 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 38 (60.32) Bearish Days (MACD Signal): 25 (39.68) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-05-03 to 2021-07-30 Latest Tendency: 206.51 SMA10 Above SMA25: 195.13 190.76 (Shortterm Bullish) SMA25 Below SMA100: 190.76 193.52 (Mediumterm Bearish) SMA100 Above SMA200: 193.52 183.62 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-05-03 to 2021-07-30 Initial ADX: 22.97 Final ADX: 22.76 Initial DI: 10.42 Final DI: 40.58 Initial DI: 40.93 Final DI: 11.05 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 18 (28.57) Bearish Days (DI DI): 45 (71.43) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-05-03 to 2021-07-30 Latest Price: 206.51 TenkanSen: 197.28 KijunSen: 196.96 Senkou Span A: 187.60 Senkou Span B: 193.86 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-05-03 to 2021-07-30) Closing Price Summary: Latest Close Price: 206.51 Lowest Close: 174.96 Highest Close: 206.51 Overall Price Trend: Uptrend Price Trend: Uptrend (12.42 change in this period) VWAP Analysis from 2021-05-03 to 2021-07-30 Initial VWAP: 134.80 Final VWAP: 136.02 Initial Close Price: 183.70 Final Close Price: 206.51 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-05-03 to 2021-07-30 OBV Trend: Decreasing (1) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 30 (48.39) Bearish Days (OBV Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-05-03 to 2021-07-30 CMF Trend: Increasing (191.87) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 10 (15.87) Bearish CMF Days (Selling Pressure): 53 (84.13) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-05-03 to 2021-07-30 Initial AD Line: 112.00 Final AD Line: 110.00 AD Line Trend: Decreasing (1.79) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 30 (48.39) Bearish Days (AD Line Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 4.90 Average ATR: 4.31 Keltner Channel Market Analysis Initial State (2021-05-03): Price below Keltner Lower Band Strong Downtrend Final State (2021-07-30): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 4 (6.35) Downtrend Days: 6 (9.52) Consolidation Days: 53 (84.13) Donchian Channel Market Analysis Initial State (2021-05-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-07-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-05-03 to 2021-07-30 Initial State (2021-05-03): Price below Bollinger Lower Band Strong Downtrend Final State (2021-07-30): Price above Bollinger Upper Band Strong Uptrend Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 5 (7.94) Bearish Breakdown Days: 2 (3.17) Rangebound Days: 56 (88.89) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-05-03 to 2021-07-30 Initial State (2021-05-03): RSI below 30 Oversold (Potential Buy Signal) Final State (2021-07-30): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 2 (3.17) Oversold Days: 11 (17.46) Neutral RSI Days: 50 (79.37) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-05-03 to 2021-07-30 Initial State (2021-05-03): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2021-07-30): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 14 (22.22) Oversold Days: 13 (20.63) Neutral Stochastic Days: 36 (57.14) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-05-03 to 2021-07-30 Initial State (2021-05-03): CCI below 100 Oversold (Potential Buy Signal) Final State (2021-07-30): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 7 (11.11) Oversold Days: 9 (14.29) Neutral CCI Days: 47 (74.60) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-05-03 to 2021-07-30 Initial State (2021-05-03): Williams R below 80 Oversold (Potential Buy Signal) Final State (2021-07-30): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 14 (22.22) Oversold Days: 13 (20.63) Neutral Williams R Days: 36 (57.14) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-1.98	9.17	-2.89
FFIV_2021-09-01	MACD Analysis from 2021-06-03 to 2021-09-01 Initial MACD: 2.75 Initial MACD Signal: 3.57 Final MACD: 1.37 Final MACD Signal: 1.96 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (MACD Signal): 38 (59.38) Bearish Days (MACD Signal): 26 (40.62) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-06-03 to 2021-09-01 Latest Tendency: 202.53 SMA10 Below SMA25: 203.43 205.69 (Shortterm Bearish) SMA25 Above SMA100: 205.69 193.77 (Mediumterm Bullish) SMA100 Above SMA200: 193.77 191.39 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-06-03 to 2021-09-01 Initial ADX: 35.76 Final ADX: 22.83 Initial DI: 18.83 Final DI: 26.70 Initial DI: 31.77 Final DI: 29.57 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (DI DI): 38 (59.38) Bearish Days (DI DI): 26 (40.62) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-06-03 to 2021-09-01 Latest Price: 202.53 TenkanSen: 202.75 KijunSen: 205.65 Senkou Span A: 196.96 Senkou Span B: 194.00 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-06-03 to 2021-09-01) Closing Price Summary: Latest Close Price: 202.53 Lowest Close: 182.95 Highest Close: 212.95 Overall Price Trend: Uptrend Price Trend: Uptrend (10.03 change in this period) VWAP Analysis from 2021-06-03 to 2021-09-01 Initial VWAP: 135.20 Final VWAP: 136.47 Initial Close Price: 184.06 Final Close Price: 202.53 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (Above VWAP): 64 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-06-03 to 2021-09-01 OBV Trend: Increasing (1) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (OBV Rising): 29 (46.03) Bearish Days (OBV Falling): 34 (53.97) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-06-03 to 2021-09-01 CMF Trend: Decreasing (308.86) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 64 Bullish CMF Days (Buying Pressure): 18 (28.12) Bearish CMF Days (Selling Pressure): 46 (71.88) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-06-03 to 2021-09-01 Initial AD Line: 110.00 Final AD Line: 105.00 AD Line Trend: Decreasing (4.55) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (AD Line Rising): 29 (46.03) Bearish Days (AD Line Falling): 34 (53.97) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 3.37 Average ATR: 4.09 Keltner Channel Market Analysis Initial State (2021-06-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-09-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 9 (14.06) Downtrend Days: 0 (0.00) Consolidation Days: 55 (85.94) Donchian Channel Market Analysis Initial State (2021-06-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-09-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 64 (100.00) Bollinger Bands Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): Price within Bollinger Bands NeutralRangebound Market Final State (2021-09-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 64 Bullish Breakout Days: 6 (9.38) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 58 (90.62) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-09-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 11 (17.19) Oversold Days: 1 (1.56) Neutral RSI Days: 52 (81.25) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2021-09-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 15 (23.44) Oversold Days: 7 (10.94) Neutral Stochastic Days: 42 (65.62) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-09-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 12 (18.75) Oversold Days: 1 (1.56) Neutral CCI Days: 51 (79.69) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-06-03 to 2021-09-01 Initial State (2021-06-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2021-09-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 15 (23.44) Oversold Days: 7 (10.94) Neutral Williams R Days: 42 (65.62) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-0.56	13.3	0.71
FFIV_2021-10-01	MACD Analysis from 2021-07-06 to 2021-10-01 Initial MACD: 0.29 Initial MACD Signal: 0.06 Final MACD: 0.37 Final MACD Signal: 0.02 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 21 (33.33) Bearish Days (MACD Signal): 42 (66.67) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-07-06 to 2021-10-01 Latest Tendency: 201.39 SMA10 Below SMA25: 201.38 202.99 (Shortterm Bearish) SMA25 Above SMA100: 202.99 194.98 (Mediumterm Bullish) SMA100 Below SMA200: 194.98 195.29 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-07-06 to 2021-10-01 Initial ADX: 14.04 Final ADX: 11.66 Initial DI: 17.99 Final DI: 15.79 Initial DI: 24.10 Final DI: 25.90 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 38 (60.32) Bearish Days (DI DI): 25 (39.68) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-07-06 to 2021-10-01 Latest Price: 201.39 TenkanSen: 200.24 KijunSen: 202.90 Senkou Span A: 201.44 Senkou Span B: 198.77 Ichimoku Cloud Trend Analysis Price Inside Cloud Market in Consolidation Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Sideways Market: Consider rangetrading strategies while price remains inside the cloud.	Stock Trend Indicators Analysis (2021-07-06 to 2021-10-01) Closing Price Summary: Latest Close Price: 201.39 Lowest Close: 182.95 Highest Close: 212.95 Overall Price Trend: Uptrend Price Trend: Uptrend (6.26 change in this period) VWAP Analysis from 2021-07-06 to 2021-10-01 Initial VWAP: 135.61 Final VWAP: 136.88 Initial Close Price: 189.52 Final Close Price: 201.39 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-07-06 to 2021-10-01 OBV Trend: Increasing (6) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 31 (50.00) Bearish Days (OBV Falling): 31 (50.00) Neutral Days: 0 (0.00) Overall Trend: Neutral Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-07-06 to 2021-10-01 CMF Trend: Decreasing (91.28) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 37 (58.73) Bearish CMF Days (Selling Pressure): 26 (41.27) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-07-06 to 2021-10-01 Initial AD Line: 106.00 Final AD Line: 106.00 AD Line Trend: No significant change Market is indecisive AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 31 (50.00) Bearish Days (AD Line Falling): 31 (50.00) Neutral Days: 0 (0.00) Overall AD Line Trend: Neutral Trading Strategy Insights Indecisive Market: AD Line flat, suggesting a lack of trend strength.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 4.79 Average ATR: 4.13 Keltner Channel Market Analysis Initial State (2021-07-06): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-10-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 9 (14.29) Downtrend Days: 0 (0.00) Consolidation Days: 54 (85.71) Donchian Channel Market Analysis Initial State (2021-07-06): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-10-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): Price within Bollinger Bands NeutralRangebound Market Final State (2021-10-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 6 (9.52) Bearish Breakdown Days: 1 (1.59) Rangebound Days: 56 (88.89) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-10-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 11 (17.46) Oversold Days: 1 (1.59) Neutral RSI Days: 51 (80.95) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2021-10-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 9 (14.29) Neutral Stochastic Days: 42 (66.67) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-10-01): CCI below 100 Oversold (Potential Buy Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 13 (20.63) Oversold Days: 5 (7.94) Neutral CCI Days: 45 (71.43) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-07-06 to 2021-10-01 Initial State (2021-07-06): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2021-10-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 9 (14.29) Neutral Williams R Days: 42 (66.67) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	6.82	15.17	0.53
FFIV_2021-11-01	MACD Analysis from 2021-08-03 to 2021-11-01 Initial MACD: 5.48 Initial MACD Signal: 3.05 Final MACD: 2.98 Final MACD Signal: 1.83 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (MACD Signal): 24 (37.50) Bearish Days (MACD Signal): 40 (62.50) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-08-03 to 2021-11-01 Latest Tendency: 215.12 SMA10 Above SMA25: 209.60 204.24 (Shortterm Bullish) SMA25 Above SMA100: 204.24 199.33 (Mediumterm Bullish) SMA100 Above SMA200: 199.33 197.83 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-08-03 to 2021-11-01 Initial ADX: 28.15 Final ADX: 16.66 Initial DI: 45.16 Final DI: 30.46 Initial DI: 9.21 Final DI: 17.05 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (DI DI): 37 (57.81) Bearish Days (DI DI): 27 (42.19) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2021-08-03 to 2021-11-01 Latest Price: 215.12 TenkanSen: 213.93 KijunSen: 209.29 Senkou Span A: 203.45 Senkou Span B: 198.77 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-08-03 to 2021-11-01) Closing Price Summary: Latest Close Price: 215.12 Lowest Close: 196.73 Highest Close: 216.02 Overall Price Trend: Uptrend Price Trend: Uptrend (1.02 change in this period) VWAP Analysis from 2021-08-03 to 2021-11-01 Initial VWAP: 136.10 Final VWAP: 137.33 Initial Close Price: 212.95 Final Close Price: 215.12 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (Above VWAP): 64 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-08-03 to 2021-11-01 OBV Trend: Decreasing (0) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (OBV Rising): 30 (47.62) Bearish Days (OBV Falling): 33 (52.38) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-08-03 to 2021-11-01 CMF Trend: Decreasing (311.43) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 64 Bullish CMF Days (Buying Pressure): 31 (48.44) Bearish CMF Days (Selling Pressure): 33 (51.56) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-08-03 to 2021-11-01 Initial AD Line: 112.00 Final AD Line: 109.00 AD Line Trend: Decreasing (2.68) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (AD Line Rising): 30 (47.62) Bearish Days (AD Line Falling): 33 (52.38) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 6.08 Average ATR: 4.30 Keltner Channel Market Analysis Initial State (2021-08-03): Price above Keltner Upper Band Strong Uptrend Final State (2021-11-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 4 (6.25) Downtrend Days: 0 (0.00) Consolidation Days: 60 (93.75) Donchian Channel Market Analysis Initial State (2021-08-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-11-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 64 (100.00) Bollinger Bands Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): Price above Bollinger Upper Band Strong Uptrend Final State (2021-11-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 64 Bullish Breakout Days: 5 (7.81) Bearish Breakdown Days: 1 (1.56) Rangebound Days: 58 (90.62) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2021-11-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 9 (14.06) Oversold Days: 1 (1.56) Neutral RSI Days: 54 (84.38) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2021-11-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 13 (20.31) Oversold Days: 8 (12.50) Neutral Stochastic Days: 43 (67.19) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): CCI above 100 Overbought (Potential Sell Signal) Final State (2021-11-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 15 (23.44) Oversold Days: 7 (10.94) Neutral CCI Days: 42 (65.62) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2021-08-03 to 2021-11-01 Initial State (2021-08-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2021-11-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 13 (20.31) Oversold Days: 8 (12.50) Neutral Williams R Days: 43 (67.19) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	4.07	-4.59	-27.35
FFIV_2021-12-01	MACD Analysis from 2021-09-02 to 2021-12-01 Initial MACD: 1.22 Initial MACD Signal: 1.81 Final MACD: 3.95 Final MACD Signal: 5.46 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 31 (49.21) Bearish Days (MACD Signal): 32 (50.79) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-09-02 to 2021-12-01 Latest Tendency: 223.88 SMA10 Above SMA25: 230.74 225.89 (Shortterm Bullish) SMA25 Above SMA100: 225.89 207.75 (Mediumterm Bullish) SMA100 Above SMA200: 207.75 200.56 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-09-02 to 2021-12-01 Initial ADX: 21.56 Final ADX: 29.87 Initial DI: 25.02 Final DI: 20.99 Initial DI: 27.72 Final DI: 17.50 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 39 (61.90) Bearish Days (DI DI): 24 (38.10) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2021-09-02 to 2021-12-01 Latest Price: 223.88 TenkanSen: 231.39 KijunSen: 221.31 Senkou Span A: 203.42 Senkou Span B: 202.61 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-09-02 to 2021-12-01) Closing Price Summary: Latest Close Price: 223.88 Lowest Close: 196.73 Highest Close: 238.26 Overall Price Trend: Uptrend Price Trend: Uptrend (10.09 change in this period) VWAP Analysis from 2021-09-02 to 2021-12-01 Initial VWAP: 136.53 Final VWAP: 137.95 Initial Close Price: 203.37 Final Close Price: 223.88 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-09-02 to 2021-12-01 OBV Trend: Increasing (6) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 34 (54.84) Bearish Days (OBV Falling): 28 (45.16) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-09-02 to 2021-12-01 CMF Trend: Increasing (787.98) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 36 (57.14) Bearish CMF Days (Selling Pressure): 27 (42.86) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-09-02 to 2021-12-01 Initial AD Line: 106.00 Final AD Line: 112.00 AD Line Trend: Increasing (5.66) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 34 (54.84) Bearish Days (AD Line Falling): 28 (45.16) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 5.80 Average ATR: 4.96 Keltner Channel Market Analysis Initial State (2021-09-02): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-12-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 4 (6.35) Downtrend Days: 0 (0.00) Consolidation Days: 59 (93.65) Donchian Channel Market Analysis Initial State (2021-09-02): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-12-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): Price within Bollinger Bands NeutralRangebound Market Final State (2021-12-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 5 (7.94) Bearish Breakdown Days: 1 (1.59) Rangebound Days: 57 (90.48) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-12-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 14 (22.22) Oversold Days: 0 (0.00) Neutral RSI Days: 49 (77.78) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2021-12-01): Stoch_K below 20 Oversold (Potential Buy Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 21 (33.33) Oversold Days: 5 (7.94) Neutral Stochastic Days: 37 (58.73) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2021-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 7 (11.11) Neutral CCI Days: 38 (60.32) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2021-09-02 to 2021-12-01 Initial State (2021-09-02): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2021-12-01): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 21 (33.33) Oversold Days: 5 (7.94) Neutral Williams R Days: 37 (58.73) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	9.3	-13.15	-32.71
FFIV_2022-01-01	MACD Analysis from 2021-10-04 to 2021-12-31 Initial MACD: 0.76 Initial MACD Signal: 0.17 Final MACD: 5.12 Final MACD Signal: 3.95 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 34 (53.97) Bearish Days (MACD Signal): 29 (46.03) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-10-04 to 2021-12-31 Latest Tendency: 244.71 SMA10 Above SMA25: 239.01 232.88 (Shortterm Bullish) SMA25 Above SMA100: 232.88 215.20 (Mediumterm Bullish) SMA100 Above SMA200: 215.20 204.81 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2021-10-04 to 2021-12-31 Initial ADX: 12.56 Final ADX: 25.56 Initial DI: 14.48 Final DI: 28.55 Initial DI: 23.74 Final DI: 12.81 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 53 (84.13) Bearish Days (DI DI): 10 (15.87) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2021-10-04 to 2021-12-31 Latest Price: 244.71 TenkanSen: 238.12 KijunSen: 235.25 Senkou Span A: 225.89 Senkou Span B: 216.31 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2021-10-04 to 2021-12-31) Closing Price Summary: Latest Close Price: 244.71 Lowest Close: 196.73 Highest Close: 247.78 Overall Price Trend: Uptrend Price Trend: Uptrend (24.39 change in this period) VWAP Analysis from 2021-10-04 to 2021-12-31 Initial VWAP: 136.89 Final VWAP: 138.56 Initial Close Price: 196.73 Final Close Price: 244.71 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-10-04 to 2021-12-31 OBV Trend: Increasing (7) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 35 (56.45) Bearish Days (OBV Falling): 27 (43.55) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2021-10-04 to 2021-12-31 CMF Trend: Increasing (139.67) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 33 (52.38) Bearish CMF Days (Selling Pressure): 30 (47.62) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-10-04 to 2021-12-31 Initial AD Line: 105.00 Final AD Line: 113.00 AD Line Trend: Increasing (7.62) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 35 (56.45) Bearish Days (AD Line Falling): 27 (43.55) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 5.51 Average ATR: 5.74 Keltner Channel Market Analysis Initial State (2021-10-04): Price inside Keltner Channel ConsolidationRangebound Market Final State (2021-12-31): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 6 (9.52) Downtrend Days: 0 (0.00) Consolidation Days: 57 (90.48) Donchian Channel Market Analysis Initial State (2021-10-04): Price inside Donchian Channel ConsolidationRangebound Market Final State (2021-12-31): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): Price within Bollinger Bands NeutralRangebound Market Final State (2021-12-31): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 7 (11.11) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 56 (88.89) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2021-12-31): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 17 (26.98) Oversold Days: 0 (0.00) Neutral RSI Days: 46 (73.02) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2021-12-31): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 25 (39.68) Oversold Days: 4 (6.35) Neutral Stochastic Days: 34 (53.97) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): CCI below 100 Oversold (Potential Buy Signal) Final State (2021-12-31): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 22 (34.92) Oversold Days: 3 (4.76) Neutral CCI Days: 38 (60.32) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2021-10-04 to 2021-12-31 Initial State (2021-10-04): Williams R below 80 Oversold (Potential Buy Signal) Final State (2021-12-31): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 25 (39.68) Oversold Days: 4 (6.35) Neutral Williams R Days: 34 (53.97) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-15.16	-14.53	-37.38
FFIV_2022-02-01	MACD Analysis from 2021-11-03 to 2022-02-01 Initial MACD: 4.40 Initial MACD Signal: 2.66 Final MACD: 7.86 Final MACD Signal: 4.89 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 21 (33.87) Bearish Days (MACD Signal): 41 (66.13) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2021-11-03 to 2022-02-01 Latest Tendency: 205.96 SMA10 Below SMA25: 213.63 228.77 (Shortterm Bearish) SMA25 Above SMA100: 228.77 219.83 (Mediumterm Bullish) SMA100 Above SMA200: 219.83 206.65 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2021-11-03 to 2022-02-01 Initial ADX: 19.56 Final ADX: 28.47 Initial DI: 31.33 Final DI: 14.04 Initial DI: 14.00 Final DI: 37.80 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 46 (74.19) Bearish Days (DI DI): 16 (25.81) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2021-11-03 to 2022-02-01 Latest Price: 205.96 TenkanSen: 211.32 KijunSen: 218.75 Senkou Span A: 230.86 Senkou Span B: 217.93 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2021-11-03 to 2022-02-01) Closing Price Summary: Latest Close Price: 205.96 Lowest Close: 199.51 Highest Close: 247.78 Overall Price Trend: Downtrend Price Trend: Downtrend (7.22 change in this period) VWAP Analysis from 2021-11-03 to 2022-02-01 Initial VWAP: 137.41 Final VWAP: 139.60 Initial Close Price: 221.98 Final Close Price: 205.96 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-11-03 to 2022-02-01 OBV Trend: Decreasing (18) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 28 (45.90) Bearish Days (OBV Falling): 33 (54.10) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-11-03 to 2022-02-01 CMF Trend: Increasing (450.44) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 42 (67.74) Bearish CMF Days (Selling Pressure): 20 (32.26) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2021-11-03 to 2022-02-01 Initial AD Line: 109.00 Final AD Line: 104.00 AD Line Trend: Decreasing (4.59) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 28 (45.90) Bearish Days (AD Line Falling): 33 (54.10) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis High Volatility: ATR is significantly above average. Latest ATR: 10.10 Average ATR: 6.46 Keltner Channel Market Analysis Initial State (2021-11-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-02-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 5 (8.06) Downtrend Days: 4 (6.45) Consolidation Days: 53 (85.48) Donchian Channel Market Analysis Initial State (2021-11-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-02-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-02-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 3 (4.84) Bearish Breakdown Days: 5 (8.06) Rangebound Days: 54 (87.10) Volatility Assessment High Volatility: Wide bands suggest strong price swings. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2022-02-01): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 15 (24.19) Oversold Days: 5 (8.06) Neutral RSI Days: 42 (67.74) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2022-02-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 18 (29.03) Oversold Days: 9 (14.52) Neutral Stochastic Days: 35 (56.45) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): CCI above 100 Overbought (Potential Sell Signal) Final State (2022-02-01): CCI below 100 Oversold (Potential Buy Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 12 (19.35) Oversold Days: 10 (16.13) Neutral CCI Days: 40 (64.52) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2021-11-03 to 2022-02-01 Initial State (2021-11-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2022-02-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 18 (29.03) Oversold Days: 9 (14.52) Neutral Williams R Days: 35 (56.45) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-2.1	-20.8	-16.71
FFIV_2022-03-01	MACD Analysis from 2021-12-01 to 2022-03-01 Initial MACD: 3.95 Initial MACD Signal: 5.46 Final MACD: 5.19 Final MACD Signal: 6.12 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 16 (25.81) Bearish Days (MACD Signal): 46 (74.19) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2021-12-01 to 2022-03-01 Latest Tendency: 196.49 SMA10 Below SMA25: 199.80 202.21 (Shortterm Bearish) SMA25 Below SMA100: 202.21 219.64 (Mediumterm Bearish) SMA100 Above SMA200: 219.64 207.60 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2021-12-01 to 2022-03-01 Initial ADX: 29.87 Final ADX: 36.96 Initial DI: 20.99 Final DI: 13.52 Initial DI: 17.50 Final DI: 30.72 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 27 (43.55) Bearish Days (DI DI): 35 (56.45) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2021-12-01 to 2022-03-01 Latest Price: 196.49 TenkanSen: 197.32 KijunSen: 207.87 Senkou Span A: 233.82 Senkou Span B: 234.68 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2021-12-01 to 2022-03-01) Closing Price Summary: Latest Close Price: 196.49 Lowest Close: 193.80 Highest Close: 247.78 Overall Price Trend: Downtrend Price Trend: Downtrend (12.23 change in this period) VWAP Analysis from 2021-12-01 to 2022-03-01 Initial VWAP: 137.95 Final VWAP: 140.10 Initial Close Price: 223.88 Final Close Price: 196.49 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2021-12-01 to 2022-03-01 OBV Trend: Decreasing (25) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 25 (40.98) Bearish Days (OBV Falling): 36 (59.02) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2021-12-01 to 2022-03-01 CMF Trend: Decreasing (116.05) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 49 (79.03) Bearish CMF Days (Selling Pressure): 13 (20.97) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2021-12-01 to 2022-03-01 Initial AD Line: 112.00 Final AD Line: 101.00 AD Line Trend: Decreasing (9.82) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 25 (40.98) Bearish Days (AD Line Falling): 36 (59.02) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 6.02 Average ATR: 6.92 Keltner Channel Market Analysis Initial State (2021-12-01): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-03-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 2 (3.23) Downtrend Days: 4 (6.45) Consolidation Days: 56 (90.32) Donchian Channel Market Analysis Initial State (2021-12-01): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-03-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): Price within Bollinger Bands NeutralRangebound Market Final State (2022-03-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 3 (4.84) Bearish Breakdown Days: 5 (8.06) Rangebound Days: 54 (87.10) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-03-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 3 (4.84) Oversold Days: 10 (16.13) Neutral RSI Days: 49 (79.03) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2022-03-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 6 (9.68) Oversold Days: 11 (17.74) Neutral Stochastic Days: 45 (72.58) Stochastic Volatility Assessment High Stochastic Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: Stochastic remains neutral for most days, suggesting a potential trendfollowing approach. Commodity Channel Index (CCI) Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-03-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 6 (9.68) Oversold Days: 10 (16.13) Neutral CCI Days: 46 (74.19) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2021-12-01 to 2022-03-01 Initial State (2021-12-01): Williams R below 80 Oversold (Potential Buy Signal) Final State (2022-03-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 6 (9.68) Oversold Days: 11 (17.74) Neutral Williams R Days: 45 (72.58) Williams R Volatility Assessment High Williams R Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: Williams R remains neutral for most days, suggesting a potential trendfollowing approach.	6.45	-17.56	-24.23
FFIV_2022-04-01	MACD Analysis from 2022-01-03 to 2022-04-01 Initial MACD: 5.00 Initial MACD Signal: 4.16 Final MACD: 2.37 Final MACD Signal: 1.15 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 34 (53.97) Bearish Days (MACD Signal): 29 (46.03) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-01-03 to 2022-04-01 Latest Tendency: 209.17 SMA10 Above SMA25: 209.75 202.70 (Shortterm Bullish) SMA25 Below SMA100: 202.70 218.14 (Mediumterm Bearish) SMA100 Above SMA200: 218.14 209.55 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-01-03 to 2022-04-01 Initial ADX: 25.24 Final ADX: 20.86 Initial DI: 26.82 Final DI: 22.09 Initial DI: 17.53 Final DI: 22.90 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 13 (20.63) Bearish Days (DI DI): 50 (79.37) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-01-03 to 2022-04-01 Latest Price: 209.17 TenkanSen: 210.86 KijunSen: 203.00 Senkou Span A: 204.32 Senkou Span B: 218.75 Ichimoku Cloud Trend Analysis Price Inside Cloud Market in Consolidation Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Sideways Market: Consider rangetrading strategies while price remains inside the cloud.	Stock Trend Indicators Analysis (2022-01-03 to 2022-04-01) Closing Price Summary: Latest Close Price: 209.17 Lowest Close: 189.19 Highest Close: 242.75 Overall Price Trend: Downtrend Price Trend: Downtrend (13.83 change in this period) VWAP Analysis from 2022-01-03 to 2022-04-01 Initial VWAP: 138.58 Final VWAP: 140.55 Initial Close Price: 242.75 Final Close Price: 209.17 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-01-03 to 2022-04-01 OBV Trend: Decreasing (20) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 28 (45.16) Bearish Days (OBV Falling): 34 (54.84) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-01-03 to 2022-04-01 CMF Trend: Increasing (4.31) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 44 (69.84) Bearish CMF Days (Selling Pressure): 19 (30.16) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-01-03 to 2022-04-01 Initial AD Line: 112.00 Final AD Line: 106.00 AD Line Trend: Decreasing (5.36) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 28 (45.16) Bearish Days (AD Line Falling): 34 (54.84) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 4.85 Average ATR: 6.66 Keltner Channel Market Analysis Initial State (2022-01-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-04-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 1 (1.59) Downtrend Days: 4 (6.35) Consolidation Days: 58 (92.06) Donchian Channel Market Analysis Initial State (2022-01-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-04-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-04-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 1 (1.59) Bearish Breakdown Days: 6 (9.52) Rangebound Days: 56 (88.89) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-04-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 1 (1.59) Oversold Days: 10 (15.87) Neutral RSI Days: 52 (82.54) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2022-04-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 9 (14.29) Neutral Stochastic Days: 45 (71.43) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: Stochastic remains neutral for most days, suggesting a potential trendfollowing approach. Commodity Channel Index (CCI) Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-04-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 12 (19.05) Neutral CCI Days: 42 (66.67) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2022-01-03 to 2022-04-01 Initial State (2022-01-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-04-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 9 (14.29) Neutral Williams R Days: 45 (71.43) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: Williams R remains neutral for most days, suggesting a potential trendfollowing approach.	-19.96	-24.53	-30.96
FFIV_2022-05-01	MACD Analysis from 2022-01-31 to 2022-04-29 Initial MACD: 7.59 Initial MACD Signal: 4.15 Final MACD: 7.42 Final MACD Signal: 3.18 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 38 (60.32) Bearish Days (MACD Signal): 25 (39.68) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-01-31 to 2022-04-29 Latest Tendency: 167.41 SMA10 Below SMA25: 191.73 202.76 (Shortterm Bearish) SMA25 Below SMA100: 202.76 212.59 (Mediumterm Bearish) SMA100 Above SMA200: 212.59 210.76 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-01-31 to 2022-04-29 Initial ADX: 27.14 Final ADX: 26.55 Initial DI: 14.67 Final DI: 11.70 Initial DI: 39.49 Final DI: 42.86 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 13 (20.63) Bearish Days (DI DI): 50 (79.37) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2022-01-31 to 2022-04-29 Latest Price: 167.41 TenkanSen: 187.26 KijunSen: 192.11 Senkou Span A: 199.33 Senkou Span B: 217.04 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-01-31 to 2022-04-29) Closing Price Summary: Latest Close Price: 167.41 Lowest Close: 167.41 Highest Close: 215.54 Overall Price Trend: Downtrend Price Trend: Downtrend (19.37 change in this period) VWAP Analysis from 2022-01-31 to 2022-04-29 Initial VWAP: 139.56 Final VWAP: 140.99 Initial Close Price: 207.62 Final Close Price: 167.41 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-01-31 to 2022-04-29 OBV Trend: Decreasing (12) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 30 (48.39) Bearish Days (OBV Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-01-31 to 2022-04-29 CMF Trend: Decreasing (275.59) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 47 (74.60) Bearish CMF Days (Selling Pressure): 16 (25.40) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-01-31 to 2022-04-29 Initial AD Line: 105.00 Final AD Line: 103.00 AD Line Trend: Decreasing (1.90) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 30 (48.39) Bearish Days (AD Line Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 7.91 Average ATR: 6.25 Keltner Channel Market Analysis Initial State (2022-01-31): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-04-29): Price below Keltner Lower Band Strong Downtrend MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 1 (1.59) Downtrend Days: 3 (4.76) Consolidation Days: 59 (93.65) Donchian Channel Market Analysis Initial State (2022-01-31): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-04-29): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): Price within Bollinger Bands NeutralRangebound Market Final State (2022-04-29): Price below Bollinger Lower Band Strong Downtrend Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 1 (1.59) Bearish Breakdown Days: 7 (11.11) Rangebound Days: 55 (87.30) Volatility Assessment High Volatility: Wide bands suggest strong price swings. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-04-29): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 3 (4.76) Oversold Days: 9 (14.29) Neutral RSI Days: 51 (80.95) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-04-29): Stoch_K below 20 Oversold (Potential Buy Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 10 (15.87) Neutral Stochastic Days: 43 (68.25) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): CCI below 100 Oversold (Potential Buy Signal) Final State (2022-04-29): CCI below 100 Oversold (Potential Buy Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 9 (14.29) Neutral CCI Days: 45 (71.43) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-01-31 to 2022-04-29 Initial State (2022-01-31): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-04-29): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 10 (15.87) Neutral Williams R Days: 43 (68.25) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-6.01	-2.8	-14.47
FFIV_2022-06-01	MACD Analysis from 2022-03-03 to 2022-06-01 Initial MACD: 4.17 Initial MACD Signal: 5.49 Final MACD: 6.63 Final MACD Signal: 8.14 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 34 (53.97) Bearish Days (MACD Signal): 29 (46.03) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-03-03 to 2022-06-01 Latest Tendency: 161.89 SMA10 Below SMA25: 160.07 165.86 (Shortterm Bearish) SMA25 Below SMA100: 165.86 197.05 (Mediumterm Bearish) SMA100 Below SMA200: 197.05 206.77 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: Strong Bearish Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-03-03 to 2022-06-01 Initial ADX: 36.38 Final ADX: 34.33 Initial DI: 14.00 Final DI: 18.86 Initial DI: 26.84 Final DI: 29.78 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 13 (20.63) Bearish Days (DI DI): 50 (79.37) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2022-03-03 to 2022-06-01 Latest Price: 161.89 TenkanSen: 159.52 KijunSen: 177.30 Senkou Span A: 204.55 Senkou Span B: 203.00 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-03-03 to 2022-06-01) Closing Price Summary: Latest Close Price: 161.89 Lowest Close: 155.31 Highest Close: 215.54 Overall Price Trend: Downtrend Price Trend: Downtrend (19.71 change in this period) VWAP Analysis from 2022-03-03 to 2022-06-01 Initial VWAP: 140.14 Final VWAP: 141.21 Initial Close Price: 201.63 Final Close Price: 161.89 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-03-03 to 2022-06-01 OBV Trend: Decreasing (5) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 31 (50.00) Bearish Days (OBV Falling): 31 (50.00) Neutral Days: 0 (0.00) Overall Trend: Neutral Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-03-03 to 2022-06-01 CMF Trend: Decreasing (225.26) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 29 (46.03) Bearish CMF Days (Selling Pressure): 34 (53.97) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-03-03 to 2022-06-01 Initial AD Line: 101.00 Final AD Line: 101.00 AD Line Trend: No significant change Market is indecisive AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 31 (50.00) Bearish Days (AD Line Falling): 31 (50.00) Neutral Days: 0 (0.00) Overall AD Line Trend: Neutral Trading Strategy Insights Indecisive Market: AD Line flat, suggesting a lack of trend strength.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 5.53 Average ATR: 6.00 Keltner Channel Market Analysis Initial State (2022-03-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-06-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 1 (1.59) Downtrend Days: 11 (17.46) Consolidation Days: 51 (80.95) Donchian Channel Market Analysis Initial State (2022-03-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-06-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-06-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 1 (1.59) Bearish Breakdown Days: 7 (11.11) Rangebound Days: 55 (87.30) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-06-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 3 (4.76) Oversold Days: 9 (14.29) Neutral RSI Days: 51 (80.95) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-06-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 20 (31.75) Neutral Stochastic Days: 34 (53.97) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-06-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 12 (19.05) Neutral CCI Days: 42 (66.67) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2022-03-03 to 2022-06-01 Initial State (2022-03-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-06-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 20 (31.75) Neutral Williams R Days: 34 (53.97) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-5.28	-1.04	-10.95
FFIV_2022-07-01	MACD Analysis from 2022-04-04 to 2022-07-01 Initial MACD: 2.52 Initial MACD Signal: 1.43 Final MACD: 3.60 Final MACD Signal: 4.28 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 27 (43.55) Bearish Days (MACD Signal): 35 (56.45) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-04-04 to 2022-07-01 Latest Tendency: 153.34 SMA10 Below SMA25: 153.74 157.90 (Shortterm Bearish) SMA25 Below SMA100: 157.90 183.95 (Mediumterm Bearish) SMA100 Below SMA200: 183.95 201.91 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: Strong Bearish Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-04-04 to 2022-07-01 Initial ADX: 19.72 Final ADX: 24.41 Initial DI: 24.27 Final DI: 20.45 Initial DI: 21.94 Final DI: 29.57 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 5 (8.06) Bearish Days (DI DI): 57 (91.94) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-04-04 to 2022-07-01 Latest Price: 153.34 TenkanSen: 154.22 KijunSen: 158.25 Senkou Span A: 170.62 Senkou Span B: 184.54 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-04-04 to 2022-07-01) Closing Price Summary: Latest Close Price: 153.34 Lowest Close: 149.14 Highest Close: 213.92 Overall Price Trend: Downtrend Price Trend: Downtrend (27.67 change in this period) VWAP Analysis from 2022-04-04 to 2022-07-01 Initial VWAP: 140.56 Final VWAP: 141.29 Initial Close Price: 212.00 Final Close Price: 153.34 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-04-04 to 2022-07-01 OBV Trend: Decreasing (9) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 27 (44.26) Bearish Days (OBV Falling): 34 (55.74) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-04-04 to 2022-07-01 CMF Trend: Decreasing (102.52) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 19 (30.65) Bearish CMF Days (Selling Pressure): 43 (69.35) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-04-04 to 2022-07-01 Initial AD Line: 107.00 Final AD Line: 100.00 AD Line Trend: Decreasing (6.54) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 27 (44.26) Bearish Days (AD Line Falling): 34 (55.74) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 4.15 Average ATR: 5.70 Keltner Channel Market Analysis Initial State (2022-04-04): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-07-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 14 (22.58) Consolidation Days: 48 (77.42) Donchian Channel Market Analysis Initial State (2022-04-04): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-07-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): Price within Bollinger Bands NeutralRangebound Market Final State (2022-07-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 7 (11.29) Rangebound Days: 55 (88.71) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): RSI above 70 Overbought (Potential Sell Signal) Final State (2022-07-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 2 (3.23) Oversold Days: 11 (17.74) Neutral RSI Days: 49 (79.03) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-07-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 4 (6.45) Oversold Days: 24 (38.71) Neutral Stochastic Days: 34 (54.84) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-07-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 0 (0.00) Oversold Days: 13 (20.97) Neutral CCI Days: 49 (79.03) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-04-04 to 2022-07-01 Initial State (2022-04-04): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-07-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 4 (6.45) Oversold Days: 24 (38.71) Neutral Williams R Days: 34 (54.84) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	7.96	-5.98	-4.07
FFIV_2022-08-01	MACD Analysis from 2022-05-03 to 2022-08-01 Initial MACD: 8.80 Initial MACD Signal: 5.12 Final MACD: 2.10 Final MACD Signal: 0.04 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 38 (61.29) Bearish Days (MACD Signal): 24 (38.71) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-05-03 to 2022-08-01 Latest Tendency: 165.55 SMA10 Above SMA25: 159.15 155.23 (Shortterm Bullish) SMA25 Below SMA100: 155.23 175.12 (Mediumterm Bearish) SMA100 Below SMA200: 175.12 197.35 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-05-03 to 2022-08-01 Initial ADX: 30.30 Final ADX: 21.89 Initial DI: 12.95 Final DI: 30.89 Initial DI: 38.88 Final DI: 14.24 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 10 (16.13) Bearish Days (DI DI): 52 (83.87) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-05-03 to 2022-08-01 Latest Price: 165.55 TenkanSen: 158.31 KijunSen: 155.08 Senkou Span A: 156.53 Senkou Span B: 180.71 Ichimoku Cloud Trend Analysis Price Inside Cloud Market in Consolidation Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Sideways Market: Consider rangetrading strategies while price remains inside the cloud.	Stock Trend Indicators Analysis (2022-05-03 to 2022-08-01) Closing Price Summary: Latest Close Price: 165.55 Lowest Close: 144.85 Highest Close: 177.92 Overall Price Trend: Downtrend Price Trend: Downtrend (4.43 change in this period) VWAP Analysis from 2022-05-03 to 2022-08-01 Initial VWAP: 141.02 Final VWAP: 141.44 Initial Close Price: 173.22 Final Close Price: 165.55 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 62 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-05-03 to 2022-08-01 OBV Trend: Increasing (12) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 30 (49.18) Bearish Days (OBV Falling): 31 (50.82) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-05-03 to 2022-08-01 CMF Trend: Increasing (276.80) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 24 (38.71) Bearish CMF Days (Selling Pressure): 38 (61.29) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-05-03 to 2022-08-01 Initial AD Line: 105.00 Final AD Line: 104.00 AD Line Trend: Decreasing (0.95) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 30 (49.18) Bearish Days (AD Line Falling): 31 (50.82) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 5.14 Average ATR: 5.48 Keltner Channel Market Analysis Initial State (2022-05-03): Price below Keltner Lower Band Strong Downtrend Final State (2022-08-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 10 (16.13) Consolidation Days: 52 (83.87) Donchian Channel Market Analysis Initial State (2022-05-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-08-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-08-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 3 (4.84) Bearish Breakdown Days: 2 (3.23) Rangebound Days: 57 (91.94) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-08-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 1 (1.61) Oversold Days: 7 (11.29) Neutral RSI Days: 54 (87.10) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): Stoch_K below 20 Oversold (Potential Buy Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-08-01): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 10 (16.13) Oversold Days: 18 (29.03) Neutral Stochastic Days: 34 (54.84) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): CCI below 100 Oversold (Potential Buy Signal) Final State (2022-08-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 5 (8.06) Oversold Days: 8 (12.90) Neutral CCI Days: 49 (79.03) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-05-03 to 2022-08-01 Initial State (2022-05-03): Williams R below 80 Oversold (Potential Buy Signal) Final State (2022-08-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 10 (16.13) Oversold Days: 18 (29.03) Neutral Williams R Days: 34 (54.84) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-6.19	-18.91	-11.28
FFIV_2022-09-01	MACD Analysis from 2022-06-03 to 2022-09-01 Initial MACD: 5.08 Initial MACD Signal: 7.14 Final MACD: 1.39 Final MACD Signal: 0.68 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 44 (69.84) Bearish Days (MACD Signal): 19 (30.16) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-06-03 to 2022-09-01 Latest Tendency: 155.30 SMA10 Below SMA25: 162.77 167.36 (Shortterm Bearish) SMA25 Above SMA100: 167.36 166.29 (Mediumterm Bullish) SMA100 Below SMA200: 166.29 191.83 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-06-03 to 2022-09-01 Initial ADX: 31.67 Final ADX: 20.69 Initial DI: 19.51 Final DI: 15.60 Initial DI: 26.40 Final DI: 33.00 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 27 (42.86) Bearish Days (DI DI): 36 (57.14) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-06-03 to 2022-09-01 Latest Price: 155.30 TenkanSen: 161.25 KijunSen: 163.54 Senkou Span A: 155.34 Senkou Span B: 156.94 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-06-03 to 2022-09-01) Closing Price Summary: Latest Close Price: 155.30 Lowest Close: 144.85 Highest Close: 173.70 Overall Price Trend: Downtrend Price Trend: Downtrend (6.73 change in this period) VWAP Analysis from 2022-06-03 to 2022-09-01 Initial VWAP: 141.22 Final VWAP: 141.60 Initial Close Price: 166.51 Final Close Price: 155.30 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-06-03 to 2022-09-01 OBV Trend: Increasing (15) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 30 (48.39) Bearish Days (OBV Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-06-03 to 2022-09-01 CMF Trend: Increasing (71.66) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 43 (68.25) Bearish CMF Days (Selling Pressure): 20 (31.75) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-06-03 to 2022-09-01 Initial AD Line: 101.00 Final AD Line: 99.00 AD Line Trend: Decreasing (1.98) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 30 (48.39) Bearish Days (AD Line Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 3.80 Average ATR: 4.43 Keltner Channel Market Analysis Initial State (2022-06-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-09-01): Price below Keltner Lower Band Strong Downtrend MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 3 (4.76) Downtrend Days: 5 (7.94) Consolidation Days: 55 (87.30) Donchian Channel Market Analysis Initial State (2022-06-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-09-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-09-01): Price below Bollinger Lower Band Strong Downtrend Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 3 (4.76) Bearish Breakdown Days: 7 (11.11) Rangebound Days: 53 (84.13) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-09-01): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 11 (17.46) Oversold Days: 4 (6.35) Neutral RSI Days: 48 (76.19) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-09-01): Stoch_K below 20 Oversold (Potential Buy Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 20 (31.75) Oversold Days: 15 (23.81) Neutral Stochastic Days: 28 (44.44) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-09-01): CCI below 100 Oversold (Potential Buy Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 5 (7.94) Neutral CCI Days: 48 (76.19) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-06-03 to 2022-09-01 Initial State (2022-06-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-09-01): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 20 (31.75) Oversold Days: 15 (23.81) Neutral Williams R Days: 28 (44.44) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-6.81	-3.74	-8.16
FFIV_2022-10-01	MACD Analysis from 2022-07-05 to 2022-09-30 Initial MACD: 3.26 Initial MACD Signal: 4.07 Final MACD: 4.25 Final MACD Signal: 4.16 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 30 (47.62) Bearish Days (MACD Signal): 33 (52.38) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-07-05 to 2022-09-30 Latest Tendency: 144.73 SMA10 Below SMA25: 146.19 152.49 (Shortterm Bearish) SMA25 Below SMA100: 152.49 158.79 (Mediumterm Bearish) SMA100 Below SMA200: 158.79 183.96 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: Strong Bearish Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-07-05 to 2022-09-30 Initial ADX: 23.49 Final ADX: 24.75 Initial DI: 20.88 Final DI: 18.31 Initial DI: 26.33 Final DI: 30.32 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 28 (44.44) Bearish Days (DI DI): 35 (55.56) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-07-05 to 2022-09-30 Latest Price: 144.73 TenkanSen: 145.83 KijunSen: 154.67 Senkou Span A: 165.44 Senkou Span B: 158.40 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-07-05 to 2022-09-30) Closing Price Summary: Latest Close Price: 144.73 Lowest Close: 143.91 Highest Close: 173.70 Overall Price Trend: Downtrend Price Trend: Downtrend (6.82 change in this period) VWAP Analysis from 2022-07-05 to 2022-09-30 Initial VWAP: 141.30 Final VWAP: 141.65 Initial Close Price: 155.33 Final Close Price: 144.73 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-07-05 to 2022-09-30 OBV Trend: Increasing (3) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 27 (43.55) Bearish Days (OBV Falling): 35 (56.45) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-07-05 to 2022-09-30 CMF Trend: Decreasing (95.69) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 49 (77.78) Bearish CMF Days (Selling Pressure): 14 (22.22) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-07-05 to 2022-09-30 Initial AD Line: 101.00 Final AD Line: 93.00 AD Line Trend: Decreasing (7.92) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 27 (43.55) Bearish Days (AD Line Falling): 35 (56.45) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 3.87 Average ATR: 4.20 Keltner Channel Market Analysis Initial State (2022-07-05): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-09-30): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 3 (4.76) Downtrend Days: 10 (15.87) Consolidation Days: 50 (79.37) Donchian Channel Market Analysis Initial State (2022-07-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-09-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): Price within Bollinger Bands NeutralRangebound Market Final State (2022-09-30): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 3 (4.76) Bearish Breakdown Days: 6 (9.52) Rangebound Days: 54 (85.71) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-09-30): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 11 (17.46) Oversold Days: 13 (20.63) Neutral RSI Days: 39 (61.90) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-09-30): Stoch_K below 20 Oversold (Potential Buy Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 23 (36.51) Neutral Stochastic Days: 22 (34.92) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-09-30): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 3 (4.76) Neutral CCI Days: 50 (79.37) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-07-05 to 2022-09-30 Initial State (2022-07-05): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-09-30): Williams R below 80 Oversold (Potential Buy Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 18 (28.57) Oversold Days: 23 (36.51) Neutral Williams R Days: 22 (34.92) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-4.13	-4.88	-9.09
FFIV_2022-11-01	MACD Analysis from 2022-08-03 to 2022-11-01 Initial MACD: 3.11 Initial MACD Signal: 0.98 Final MACD: 1.59 Final MACD Signal: 1.97 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (MACD Signal): 28 (43.75) Bearish Days (MACD Signal): 36 (56.25) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-08-03 to 2022-11-01 Latest Tendency: 144.54 SMA10 Below SMA25: 144.97 145.59 (Shortterm Bearish) SMA25 Below SMA100: 145.59 154.79 (Mediumterm Bearish) SMA100 Below SMA200: 154.79 173.78 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: Strong Bearish Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-08-03 to 2022-11-01 Initial ADX: 23.39 Final ADX: 23.04 Initial DI: 35.33 Final DI: 19.66 Initial DI: 15.49 Final DI: 30.11 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (DI DI): 21 (32.81) Bearish Days (DI DI): 43 (67.19) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-08-03 to 2022-11-01 Latest Price: 144.54 TenkanSen: 144.56 KijunSen: 146.05 Senkou Span A: 153.30 Senkou Span B: 158.15 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-08-03 to 2022-11-01) Closing Price Summary: Latest Close Price: 144.54 Lowest Close: 139.04 Highest Close: 173.70 Overall Price Trend: Downtrend Price Trend: Downtrend (15.79 change in this period) VWAP Analysis from 2022-08-03 to 2022-11-01 Initial VWAP: 141.46 Final VWAP: 141.68 Initial Close Price: 171.64 Final Close Price: 144.54 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (Above VWAP): 59 (92.19) Bearish Days (Below VWAP): 5 (7.81) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-08-03 to 2022-11-01 OBV Trend: Decreasing (11) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (OBV Rising): 28 (44.44) Bearish Days (OBV Falling): 35 (55.56) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-08-03 to 2022-11-01 CMF Trend: Decreasing (66.95) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 64 Bullish CMF Days (Buying Pressure): 39 (60.94) Bearish CMF Days (Selling Pressure): 25 (39.06) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-08-03 to 2022-11-01 Initial AD Line: 104.00 Final AD Line: 97.00 AD Line Trend: Decreasing (6.73) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (AD Line Rising): 28 (44.44) Bearish Days (AD Line Falling): 35 (55.56) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 5.40 Average ATR: 4.20 Keltner Channel Market Analysis Initial State (2022-08-03): Price above Keltner Upper Band Strong Uptrend Final State (2022-11-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 3 (4.69) Downtrend Days: 12 (18.75) Consolidation Days: 49 (76.56) Donchian Channel Market Analysis Initial State (2022-08-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-11-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 64 (100.00) Bollinger Bands Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-11-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 64 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 6 (9.38) Rangebound Days: 58 (90.62) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2022-11-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 9 (14.06) Oversold Days: 13 (20.31) Neutral RSI Days: 42 (65.62) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2022-11-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 13 (20.31) Oversold Days: 25 (39.06) Neutral Stochastic Days: 26 (40.62) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): CCI above 100 Overbought (Potential Sell Signal) Final State (2022-11-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 4 (6.25) Oversold Days: 2 (3.12) Neutral CCI Days: 58 (90.62) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-08-03 to 2022-11-01 Initial State (2022-08-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2022-11-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 13 (20.31) Oversold Days: 25 (39.06) Neutral Williams R Days: 26 (40.62) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	7.26	0.66	-1.77
FFIV_2022-12-01	MACD Analysis from 2022-09-02 to 2022-12-01 Initial MACD: 1.79 Initial MACD Signal: 0.18 Final MACD: 2.55 Final MACD Signal: 1.87 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 32 (50.79) Bearish Days (MACD Signal): 31 (49.21) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-09-02 to 2022-12-01 Latest Tendency: 155.03 SMA10 Above SMA25: 152.84 146.64 (Shortterm Bullish) SMA25 Below SMA100: 146.64 153.45 (Mediumterm Bearish) SMA100 Below SMA200: 153.45 167.35 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2022-09-02 to 2022-12-01 Initial ADX: 20.64 Final ADX: 19.66 Initial DI: 20.56 Final DI: 33.65 Initial DI: 30.84 Final DI: 22.59 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 19 (30.16) Bearish Days (DI DI): 44 (69.84) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-09-02 to 2022-12-01 Latest Price: 155.03 TenkanSen: 152.84 KijunSen: 146.11 Senkou Span A: 145.29 Senkou Span B: 154.74 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-09-02 to 2022-12-01) Closing Price Summary: Latest Close Price: 155.03 Lowest Close: 134.25 Highest Close: 163.07 Overall Price Trend: Downtrend Price Trend: Downtrend (0.69 change in this period) VWAP Analysis from 2022-09-02 to 2022-12-01 Initial VWAP: 141.60 Final VWAP: 141.72 Initial Close Price: 156.11 Final Close Price: 155.03 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 52 (82.54) Bearish Days (Below VWAP): 11 (17.46) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-09-02 to 2022-12-01 OBV Trend: Decreasing (8) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 28 (45.16) Bearish Days (OBV Falling): 33 (53.23) Neutral Days: 1 (1.61) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-09-02 to 2022-12-01 CMF Trend: Increasing (258.05) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 37 (58.73) Bearish CMF Days (Selling Pressure): 26 (41.27) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-09-02 to 2022-12-01 Initial AD Line: 100.00 Final AD Line: 95.00 AD Line Trend: Decreasing (5.00) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 28 (45.16) Bearish Days (AD Line Falling): 33 (53.23) Neutral Days: 1 (1.61) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 3.95 Average ATR: 4.50 Keltner Channel Market Analysis Initial State (2022-09-02): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-12-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 1 (1.59) Downtrend Days: 10 (15.87) Consolidation Days: 52 (82.54) Donchian Channel Market Analysis Initial State (2022-09-02): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-12-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): Price within Bollinger Bands NeutralRangebound Market Final State (2022-12-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 1 (1.59) Rangebound Days: 62 (98.41) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): RSI below 30 Oversold (Potential Buy Signal) Final State (2022-12-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 4 (6.35) Oversold Days: 11 (17.46) Neutral RSI Days: 48 (76.19) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): Stoch_K below 20 Oversold (Potential Buy Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-12-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 22 (34.92) Neutral Stochastic Days: 31 (49.21) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 7 (11.11) Oversold Days: 3 (4.76) Neutral CCI Days: 53 (84.13) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-09-02 to 2022-12-01 Initial State (2022-09-02): Williams R below 80 Oversold (Potential Buy Signal) Final State (2022-12-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 22 (34.92) Neutral Williams R Days: 31 (49.21) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-7.43	-10.66	-1.97
FFIV_2023-01-01	MACD Analysis from 2022-10-03 to 2022-12-30 Initial MACD: 3.71 Initial MACD Signal: 4.07 Final MACD: 2.12 Final MACD Signal: 1.55 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 34 (53.97) Bearish Days (MACD Signal): 29 (46.03) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-10-03 to 2022-12-30 Latest Tendency: 143.51 SMA10 Below SMA25: 141.87 147.82 (Shortterm Bearish) SMA25 Below SMA100: 147.82 150.74 (Mediumterm Bearish) SMA100 Below SMA200: 150.74 162.17 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: Strong Bearish Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-10-03 to 2022-12-30 Initial ADX: 24.02 Final ADX: 13.48 Initial DI: 19.89 Final DI: 24.88 Initial DI: 26.69 Final DI: 26.64 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 25 (39.68) Bearish Days (DI DI): 38 (60.32) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-10-03 to 2022-12-30 Latest Price: 143.51 TenkanSen: 141.97 KijunSen: 148.73 Senkou Span A: 147.18 Senkou Span B: 148.97 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-10-03 to 2022-12-30) Closing Price Summary: Latest Close Price: 143.51 Lowest Close: 134.25 Highest Close: 157.11 Overall Price Trend: Downtrend Price Trend: Downtrend (4.81 change in this period) VWAP Analysis from 2022-10-03 to 2022-12-30 Initial VWAP: 141.66 Final VWAP: 141.75 Initial Close Price: 150.76 Final Close Price: 143.51 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 47 (74.60) Bearish Days (Below VWAP): 16 (25.40) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-10-03 to 2022-12-30 OBV Trend: Decreasing (7) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 29 (46.77) Bearish Days (OBV Falling): 32 (51.61) Neutral Days: 1 (1.61) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2022-10-03 to 2022-12-30 CMF Trend: Decreasing (205.07) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 41 (65.08) Bearish CMF Days (Selling Pressure): 22 (34.92) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2022-10-03 to 2022-12-30 Initial AD Line: 94.00 Final AD Line: 91.00 AD Line Trend: Decreasing (3.19) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 29 (46.77) Bearish Days (AD Line Falling): 32 (51.61) Neutral Days: 1 (1.61) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 4.15 Average ATR: 4.53 Keltner Channel Market Analysis Initial State (2022-10-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2022-12-30): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 1 (1.59) Downtrend Days: 2 (3.17) Consolidation Days: 60 (95.24) Donchian Channel Market Analysis Initial State (2022-10-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2022-12-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): Price within Bollinger Bands NeutralRangebound Market Final State (2022-12-30): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 3 (4.76) Rangebound Days: 60 (95.24) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2022-12-30): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 4 (6.35) Oversold Days: 1 (1.59) Neutral RSI Days: 58 (92.06) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2022-12-30): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 19 (30.16) Neutral Stochastic Days: 34 (53.97) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2022-12-30): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 7 (11.11) Oversold Days: 8 (12.70) Neutral CCI Days: 48 (76.19) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-10-03 to 2022-12-30 Initial State (2022-10-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2022-12-30): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 19 (30.16) Neutral Williams R Days: 34 (53.97) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	3.8	0.62	2.93
FFIV_2023-02-01	MACD Analysis from 2022-11-03 to 2023-02-01 Initial MACD: 2.42 Initial MACD Signal: 2.04 Final MACD: 0.70 Final MACD Signal: 0.14 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 35 (57.38) Bearish Days (MACD Signal): 26 (42.62) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2022-11-03 to 2023-02-01 Latest Tendency: 150.35 SMA10 Above SMA25: 146.46 144.91 (Shortterm Bullish) SMA25 Below SMA100: 144.91 146.72 (Mediumterm Bearish) SMA100 Below SMA200: 146.72 155.53 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2022-11-03 to 2023-02-01 Initial ADX: 24.18 Final ADX: 10.24 Initial DI: 16.99 Final DI: 26.07 Initial DI: 35.63 Final DI: 24.49 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 34 (55.74) Bearish Days (DI DI): 27 (44.26) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-11-03 to 2023-02-01 Latest Price: 150.35 TenkanSen: 144.76 KijunSen: 144.76 Senkou Span A: 148.73 Senkou Span B: 146.82 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Neutral Signal: TenkanSen and KijunSen are aligned No clear momentum shift Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2022-11-03 to 2023-02-01) Closing Price Summary: Latest Close Price: 150.35 Lowest Close: 134.25 Highest Close: 157.11 Overall Price Trend: Uptrend Price Trend: Uptrend (11.15 change in this period) VWAP Analysis from 2022-11-03 to 2023-02-01 Initial VWAP: 141.68 Final VWAP: 141.78 Initial Close Price: 135.27 Final Close Price: 150.35 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 48 (78.69) Bearish Days (Below VWAP): 13 (21.31) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-11-03 to 2023-02-01 OBV Trend: Increasing (1) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 29 (48.33) Bearish Days (OBV Falling): 30 (50.00) Neutral Days: 1 (1.67) Overall Trend: Bearish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-11-03 to 2023-02-01 CMF Trend: Increasing (1668.07) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 42 (68.85) Bearish CMF Days (Selling Pressure): 19 (31.15) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-11-03 to 2023-02-01 Initial AD Line: 95.00 Final AD Line: 94.00 AD Line Trend: Decreasing (1.05) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 29 (48.33) Bearish Days (AD Line Falling): 30 (50.00) Neutral Days: 1 (1.67) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 4.02 Average ATR: 4.21 Keltner Channel Market Analysis Initial State (2022-11-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-02-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 1 (1.64) Downtrend Days: 0 (0.00) Consolidation Days: 60 (98.36) Donchian Channel Market Analysis Initial State (2022-11-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-02-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-02-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 0 (0.00) Bearish Breakdown Days: 2 (3.28) Rangebound Days: 59 (96.72) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-02-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 4 (6.56) Oversold Days: 2 (3.28) Neutral RSI Days: 55 (90.16) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2023-02-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 16 (26.23) Oversold Days: 16 (26.23) Neutral Stochastic Days: 29 (47.54) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): CCI below 100 Oversold (Potential Buy Signal) Final State (2023-02-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 8 (13.11) Oversold Days: 8 (13.11) Neutral CCI Days: 45 (73.77) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-11-03 to 2023-02-01 Initial State (2022-11-03): Williams R below 80 Oversold (Potential Buy Signal) Final State (2023-02-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 16 (26.23) Oversold Days: 16 (26.23) Neutral Williams R Days: 29 (47.54) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-3.16	-8.44	3.31
FFIV_2023-03-01	MACD Analysis from 2022-12-01 to 2023-03-01 Initial MACD: 2.55 Initial MACD Signal: 1.87 Final MACD: 1.12 Final MACD Signal: 0.67 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 26 (42.62) Bearish Days (MACD Signal): 35 (57.38) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2022-12-01 to 2023-03-01 Latest Tendency: 144.04 SMA10 Below SMA25: 143.91 146.34 (Shortterm Bearish) SMA25 Above SMA100: 146.34 145.89 (Mediumterm Bullish) SMA100 Below SMA200: 145.89 152.16 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2022-12-01 to 2023-03-01 Initial ADX: 19.66 Final ADX: 7.28 Initial DI: 33.65 Final DI: 22.18 Initial DI: 22.59 Final DI: 20.29 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 32 (52.46) Bearish Days (DI DI): 29 (47.54) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2022-12-01 to 2023-03-01 Latest Price: 144.04 TenkanSen: 144.21 KijunSen: 149.22 Senkou Span A: 145.55 Senkou Span B: 146.82 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2022-12-01 to 2023-03-01) Closing Price Summary: Latest Close Price: 144.04 Lowest Close: 138.84 Highest Close: 156.69 Overall Price Trend: Downtrend Price Trend: Downtrend (7.09 change in this period) VWAP Analysis from 2022-12-01 to 2023-03-01 Initial VWAP: 141.72 Final VWAP: 141.82 Initial Close Price: 155.03 Final Close Price: 144.04 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 51 (83.61) Bearish Days (Below VWAP): 10 (16.39) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2022-12-01 to 2023-03-01 OBV Trend: Increasing (2) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 31 (51.67) Bearish Days (OBV Falling): 29 (48.33) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2022-12-01 to 2023-03-01 CMF Trend: Increasing (6.41) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 45 (73.77) Bearish CMF Days (Selling Pressure): 16 (26.23) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2022-12-01 to 2023-03-01 Initial AD Line: 95.00 Final AD Line: 97.00 AD Line Trend: Increasing (2.11) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 31 (51.67) Bearish Days (AD Line Falling): 29 (48.33) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 3.08 Average ATR: 3.96 Keltner Channel Market Analysis Initial State (2022-12-01): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-03-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 1 (1.64) Downtrend Days: 0 (0.00) Consolidation Days: 60 (98.36) Donchian Channel Market Analysis Initial State (2022-12-01): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-03-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): Price within Bollinger Bands NeutralRangebound Market Final State (2023-03-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 1 (1.64) Bearish Breakdown Days: 2 (3.28) Rangebound Days: 58 (95.08) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-03-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 0 (0.00) Oversold Days: 4 (6.56) Neutral RSI Days: 57 (93.44) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2023-03-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 10 (16.39) Oversold Days: 16 (26.23) Neutral Stochastic Days: 35 (57.38) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-03-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 3 (4.92) Oversold Days: 11 (18.03) Neutral CCI Days: 47 (77.05) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2022-12-01 to 2023-03-01 Initial State (2022-12-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-03-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 10 (16.39) Oversold Days: 16 (26.23) Neutral Williams R Days: 35 (57.38) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	1.15	1.9	10.02
FFIV_2023-04-01	MACD Analysis from 2023-01-03 to 2023-03-31 Initial MACD: 1.86 Initial MACD Signal: 1.61 Final MACD: 0.31 Final MACD Signal: 0.89 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 36 (58.06) Bearish Days (MACD Signal): 26 (41.94) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-01-03 to 2023-03-31 Latest Tendency: 145.69 SMA10 Above SMA25: 141.96 141.90 (Shortterm Bullish) SMA25 Below SMA100: 141.90 145.60 (Mediumterm Bearish) SMA100 Below SMA200: 145.60 149.97 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2023-01-03 to 2023-03-31 Initial ADX: 12.87 Final ADX: 11.67 Initial DI: 28.05 Final DI: 27.38 Initial DI: 25.37 Final DI: 19.38 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 32 (51.61) Bearish Days (DI DI): 30 (48.39) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2023-01-03 to 2023-03-31 Latest Price: 145.69 TenkanSen: 142.26 KijunSen: 141.68 Senkou Span A: 147.28 Senkou Span B: 148.73 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2023-01-03 to 2023-03-31) Closing Price Summary: Latest Close Price: 145.69 Lowest Close: 136.84 Highest Close: 156.69 Overall Price Trend: Uptrend Price Trend: Uptrend (0.58 change in this period) VWAP Analysis from 2023-01-03 to 2023-03-31 Initial VWAP: 141.75 Final VWAP: 141.81 Initial Close Price: 144.85 Final Close Price: 145.69 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 45 (72.58) Bearish Days (Below VWAP): 17 (27.42) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-01-03 to 2023-03-31 OBV Trend: Increasing (7) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 34 (55.74) Bearish Days (OBV Falling): 27 (44.26) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-01-03 to 2023-03-31 CMF Trend: Increasing (106.16) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 42 (67.74) Bearish CMF Days (Selling Pressure): 20 (32.26) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-01-03 to 2023-03-31 Initial AD Line: 92.00 Final AD Line: 99.00 AD Line Trend: Increasing (7.61) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 34 (55.74) Bearish Days (AD Line Falling): 27 (44.26) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 3.25 Average ATR: 3.73 Keltner Channel Market Analysis Initial State (2023-01-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-03-31): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 1 (1.61) Downtrend Days: 1 (1.61) Consolidation Days: 60 (96.77) Donchian Channel Market Analysis Initial State (2023-01-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-03-31): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-03-31): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 1 (1.61) Bearish Breakdown Days: 2 (3.23) Rangebound Days: 59 (95.16) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-03-31): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 0 (0.00) Oversold Days: 4 (6.45) Neutral RSI Days: 58 (93.55) RSI Volatility Assessment High RSI Volatility: RSI fluctuating rapidly, suggesting uncertainty. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2023-03-31): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 11 (17.74) Oversold Days: 8 (12.90) Neutral Stochastic Days: 43 (69.35) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-03-31): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 4 (6.45) Oversold Days: 8 (12.90) Neutral CCI Days: 50 (80.65) CCI Volatility Assessment High CCI Volatility: Rapid fluctuations suggest market uncertainty. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-01-03 to 2023-03-31 Initial State (2023-01-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-03-31): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 11 (17.74) Oversold Days: 8 (12.90) Neutral Williams R Days: 43 (69.35) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-7.2	1.99	4.37
FFIV_2023-05-01	MACD Analysis from 2023-01-31 to 2023-05-01 Initial MACD: 0.40 Initial MACD Signal: 0.00 Final MACD: 2.94 Final MACD Signal: 2.11 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 30 (47.62) Bearish Days (MACD Signal): 33 (52.38) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2023-01-31 to 2023-05-01 Latest Tendency: 134.26 SMA10 Below SMA25: 134.34 140.51 (Shortterm Bearish) SMA25 Below SMA100: 140.51 143.77 (Mediumterm Bearish) SMA100 Below SMA200: 143.77 148.66 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: Strong Bearish Trading Strategy Insights Bearish Market: Avoid buying unless price reclaims key moving averages. ADX Trend Analysis from 2023-01-31 to 2023-05-01 Initial ADX: 10.78 Final ADX: 28.93 Initial DI: 23.57 Final DI: 15.13 Initial DI: 26.57 Final DI: 32.86 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 30 (47.62) Bearish Days (DI DI): 33 (52.38) Neutral Days: 0 (0.00) Overall Trend: Bearish with Strong Trend Trading Strategy Insights Strong Bearish Trend: Favor short positions in line with trend. Ichimoku Cloud Analysis from 2023-01-31 to 2023-05-01 Latest Price: 134.26 TenkanSen: 134.19 KijunSen: 137.64 Senkou Span A: 141.39 Senkou Span B: 147.72 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Bearish Market Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2023-01-31 to 2023-05-01) Closing Price Summary: Latest Close Price: 134.26 Lowest Close: 130.29 Highest Close: 156.69 Overall Price Trend: Downtrend Price Trend: Downtrend (9.07 change in this period) VWAP Analysis from 2023-01-31 to 2023-05-01 Initial VWAP: 141.78 Final VWAP: 141.79 Initial Close Price: 147.66 Final Close Price: 134.26 Price Below VWAP Bearish Sentiment (Sellers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 40 (63.49) Bearish Days (Below VWAP): 23 (36.51) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Selling Detected: Price below VWAP signals possible distribution. Avoid buying unless price reclaims VWAP. OBV Analysis from 2023-01-31 to 2023-05-01 OBV Trend: Decreasing (14) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 30 (48.39) Bearish Days (OBV Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-01-31 to 2023-05-01 CMF Trend: Decreasing (43.47) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 50 (79.37) Bearish CMF Days (Selling Pressure): 13 (20.63) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-01-31 to 2023-05-01 Initial AD Line: 93.00 Final AD Line: 91.00 AD Line Trend: Decreasing (2.15) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 30 (48.39) Bearish Days (AD Line Falling): 32 (51.61) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 3.69 Average ATR: 3.53 Keltner Channel Market Analysis Initial State (2023-01-31): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-05-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 1 (1.59) Downtrend Days: 6 (9.52) Consolidation Days: 56 (88.89) Donchian Channel Market Analysis Initial State (2023-01-31): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-05-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): Price within Bollinger Bands NeutralRangebound Market Final State (2023-05-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 1 (1.59) Bearish Breakdown Days: 6 (9.52) Rangebound Days: 56 (88.89) Volatility Assessment High Volatility: Wide bands suggest strong price swings. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-05-01): RSI below 30 Oversold (Potential Buy Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 0 (0.00) Oversold Days: 10 (15.87) Neutral RSI Days: 53 (84.13) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): Stoch_K above 80 Overbought (Potential Sell Signal) Final State (2023-05-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 10 (15.87) Neutral Stochastic Days: 43 (68.25) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-05-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 9 (14.29) Oversold Days: 15 (23.81) Neutral CCI Days: 39 (61.90) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2023-01-31 to 2023-05-01 Initial State (2023-01-31): Williams R above 20 Overbought (Potential Sell Signal) Final State (2023-05-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 10 (15.87) Oversold Days: 10 (15.87) Neutral Williams R Days: 43 (68.25) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	8.93	18.52	21.47
FFIV_2023-06-01	MACD Analysis from 2023-03-03 to 2023-06-01 Initial MACD: 0.82 Initial MACD Signal: 0.75 Final MACD: 2.56 Final MACD Signal: 1.61 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (MACD Signal): 39 (62.90) Bearish Days (MACD Signal): 23 (37.10) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-03-03 to 2023-06-01 Latest Tendency: 146.25 SMA10 Above SMA25: 145.08 138.92 (Shortterm Bullish) SMA25 Below SMA100: 138.92 142.53 (Mediumterm Bearish) SMA100 Below SMA200: 142.53 146.06 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-03-03 to 2023-06-01 Initial ADX: 7.59 Final ADX: 34.09 Initial DI: 24.21 Final DI: 30.75 Initial DI: 18.17 Final DI: 9.49 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (DI DI): 30 (48.39) Bearish Days (DI DI): 32 (51.61) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2023-03-03 to 2023-06-01 Latest Price: 146.25 TenkanSen: 145.53 KijunSen: 139.67 Senkou Span A: 137.64 Senkou Span B: 138.18 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-03-03 to 2023-06-01) Closing Price Summary: Latest Close Price: 146.25 Lowest Close: 130.29 Highest Close: 148.20 Overall Price Trend: Uptrend Price Trend: Uptrend (0.45 change in this period) VWAP Analysis from 2023-03-03 to 2023-06-01 Initial VWAP: 141.82 Final VWAP: 141.77 Initial Close Price: 145.60 Final Close Price: 146.25 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (Above VWAP): 29 (46.77) Bearish Days (Below VWAP): 33 (53.23) Neutral Days: 0 (0.00) Overall VWAP Trend: Bearish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-03-03 to 2023-06-01 OBV Trend: Decreasing (22) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (OBV Rising): 27 (44.26) Bearish Days (OBV Falling): 34 (55.74) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-03-03 to 2023-06-01 CMF Trend: Increasing (133.16) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 62 Bullish CMF Days (Buying Pressure): 49 (79.03) Bearish CMF Days (Selling Pressure): 13 (20.97) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-03-03 to 2023-06-01 Initial AD Line: 99.00 Final AD Line: 93.00 AD Line Trend: Decreasing (6.06) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (AD Line Rising): 27 (44.26) Bearish Days (AD Line Falling): 34 (55.74) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.93 Average ATR: 3.13 Keltner Channel Market Analysis Initial State (2023-03-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-06-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 4 (6.45) Downtrend Days: 6 (9.68) Consolidation Days: 52 (83.87) Donchian Channel Market Analysis Initial State (2023-03-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-06-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 62 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 62 (100.00) Bollinger Bands Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-06-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 62 Bullish Breakout Days: 2 (3.23) Bearish Breakdown Days: 6 (9.68) Rangebound Days: 54 (87.10) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-06-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 9 (14.52) Oversold Days: 12 (19.35) Neutral RSI Days: 41 (66.13) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2023-06-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 18 (29.03) Oversold Days: 6 (9.68) Neutral Stochastic Days: 38 (61.29) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-06-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 9 (14.52) Oversold Days: 10 (16.13) Neutral CCI Days: 43 (69.35) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2023-03-03 to 2023-06-01 Initial State (2023-03-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-06-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 62 Overbought Days: 18 (29.03) Oversold Days: 6 (9.68) Neutral Williams R Days: 38 (61.29) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	0.01	9.78	22.89
FFIV_2023-07-01	MACD Analysis from 2023-04-03 to 2023-06-30 Initial MACD: 0.08 Initial MACD Signal: 0.73 Final MACD: 0.65 Final MACD Signal: 1.24 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 38 (62.30) Bearish Days (MACD Signal): 23 (37.70) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2023-04-03 to 2023-06-30 Latest Tendency: 146.26 SMA10 Below SMA25: 146.37 146.96 (Shortterm Bearish) SMA25 Above SMA100: 146.96 142.52 (Mediumterm Bullish) SMA100 Below SMA200: 142.52 144.50 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-04-03 to 2023-06-30 Initial ADX: 12.06 Final ADX: 22.90 Initial DI: 26.29 Final DI: 27.13 Initial DI: 18.61 Final DI: 24.28 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 39 (63.93) Bearish Days (DI DI): 22 (36.07) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2023-04-03 to 2023-06-30 Latest Price: 146.26 TenkanSen: 147.35 KijunSen: 148.06 Senkou Span A: 138.28 Senkou Span B: 137.64 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-04-03 to 2023-06-30) Closing Price Summary: Latest Close Price: 146.26 Lowest Close: 130.29 Highest Close: 151.98 Overall Price Trend: Uptrend Price Trend: Uptrend (1.10 change in this period) VWAP Analysis from 2023-04-03 to 2023-06-30 Initial VWAP: 141.81 Final VWAP: 141.81 Initial Close Price: 144.67 Final Close Price: 146.26 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 40 (65.57) Bearish Days (Below VWAP): 21 (34.43) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-04-03 to 2023-06-30 OBV Trend: Decreasing (14) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 29 (48.33) Bearish Days (OBV Falling): 31 (51.67) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-04-03 to 2023-06-30 CMF Trend: Decreasing (697.18) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 51 (83.61) Bearish CMF Days (Selling Pressure): 10 (16.39) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2023-04-03 to 2023-06-30 Initial AD Line: 98.00 Final AD Line: 97.00 AD Line Trend: Decreasing (1.02) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 29 (48.33) Bearish Days (AD Line Falling): 31 (51.67) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.66 Average ATR: 2.88 Keltner Channel Market Analysis Initial State (2023-04-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-06-30): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 7 (11.48) Downtrend Days: 5 (8.20) Consolidation Days: 49 (80.33) Donchian Channel Market Analysis Initial State (2023-04-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-06-30): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-06-30): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 3 (4.92) Bearish Breakdown Days: 4 (6.56) Rangebound Days: 54 (88.52) Volatility Assessment Low Volatility (Squeeze): Bands are tight, indicating a possible breakout ahead. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-06-30): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 12 (19.67) Oversold Days: 11 (18.03) Neutral RSI Days: 38 (62.30) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-06-30): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 21 (34.43) Oversold Days: 8 (13.11) Neutral Stochastic Days: 32 (52.46) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): CCI above 100 Overbought (Potential Sell Signal) Final State (2023-06-30): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 8 (13.11) Oversold Days: 7 (11.48) Neutral CCI Days: 46 (75.41) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-04-03 to 2023-06-30 Initial State (2023-04-03): Williams R above 20 Overbought (Potential Sell Signal) Final State (2023-06-30): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 21 (34.43) Oversold Days: 8 (13.11) Neutral Williams R Days: 32 (52.46) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	9.42	6.75	21.41
FFIV_2023-08-01	MACD Analysis from 2023-05-03 to 2023-08-01 Initial MACD: 3.14 Initial MACD Signal: 2.47 Final MACD: 3.12 Final MACD Signal: 2.17 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (MACD Signal): 43 (70.49) Bearish Days (MACD Signal): 18 (29.51) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-05-03 to 2023-08-01 Latest Tendency: 159.88 SMA10 Above SMA25: 154.24 149.74 (Shortterm Bullish) SMA25 Above SMA100: 149.74 143.70 (Mediumterm Bullish) SMA100 Below SMA200: 143.70 144.83 (Longterm Bearish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bearish (SMA100 below SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-05-03 to 2023-08-01 Initial ADX: 31.17 Final ADX: 26.16 Initial DI: 13.63 Final DI: 40.92 Initial DI: 35.07 Final DI: 14.15 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (DI DI): 47 (77.05) Bearish Days (DI DI): 14 (22.95) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2023-05-03 to 2023-08-01 Latest Price: 159.88 TenkanSen: 157.98 KijunSen: 155.03 Senkou Span A: 147.15 Senkou Span B: 140.54 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-05-03 to 2023-08-01) Closing Price Summary: Latest Close Price: 159.88 Lowest Close: 131.12 Highest Close: 159.88 Overall Price Trend: Uptrend Price Trend: Uptrend (21.93 change in this period) VWAP Analysis from 2023-05-03 to 2023-08-01 Initial VWAP: 141.78 Final VWAP: 141.91 Initial Close Price: 131.12 Final Close Price: 159.88 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 61 Bullish Days (Above VWAP): 50 (81.97) Bearish Days (Below VWAP): 11 (18.03) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-05-03 to 2023-08-01 OBV Trend: Increasing (33) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (OBV Rising): 37 (61.67) Bearish Days (OBV Falling): 23 (38.33) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-05-03 to 2023-08-01 CMF Trend: Decreasing (307.90) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 61 Bullish CMF Days (Buying Pressure): 35 (57.38) Bearish CMF Days (Selling Pressure): 26 (42.62) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bearish Signal: Negative CMF indicates selling pressure. Be cautious of downtrends. AD Line Analysis from 2023-05-03 to 2023-08-01 Initial AD Line: 89.00 Final AD Line: 104.00 AD Line Trend: Increasing (16.85) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 60 Bullish Days (AD Line Rising): 37 (61.67) Bearish Days (AD Line Falling): 23 (38.33) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 3.92 Average ATR: 2.83 Keltner Channel Market Analysis Initial State (2023-05-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-08-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 8 (13.11) Downtrend Days: 0 (0.00) Consolidation Days: 53 (86.89) Donchian Channel Market Analysis Initial State (2023-05-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-08-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 61 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 61 (100.00) Bollinger Bands Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-08-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 61 Bullish Breakout Days: 4 (6.56) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 57 (93.44) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): RSI below 30 Oversold (Potential Buy Signal) Final State (2023-08-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 13 (21.31) Oversold Days: 4 (6.56) Neutral RSI Days: 44 (72.13) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): Stoch_K below 20 Oversold (Potential Buy Signal) Final State (2023-08-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 20 (32.79) Oversold Days: 7 (11.48) Neutral Stochastic Days: 34 (55.74) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-08-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 10 (16.39) Oversold Days: 0 (0.00) Neutral CCI Days: 51 (83.61) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-05-03 to 2023-08-01 Initial State (2023-05-03): Williams R below 80 Oversold (Potential Buy Signal) Final State (2023-08-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 61 Overbought Days: 20 (32.79) Oversold Days: 7 (11.48) Neutral Williams R Days: 34 (55.74) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	2.96	-2.48	14.05
FFIV_2023-09-01	MACD Analysis from 2023-06-05 to 2023-09-01 Initial MACD: 2.43 Initial MACD Signal: 1.93 Final MACD: 2.26 Final MACD Signal: 1.72 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 36 (57.14) Bearish Days (MACD Signal): 27 (42.86) Neutral Days: 0 (0.00) Overall MACD Trend: Bullish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-06-05 to 2023-09-01 Latest Tendency: 164.61 SMA10 Above SMA25: 159.47 158.67 (Shortterm Bullish) SMA25 Above SMA100: 158.67 147.46 (Mediumterm Bullish) SMA100 Above SMA200: 147.46 146.65 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-06-05 to 2023-09-01 Initial ADX: 34.88 Final ADX: 30.63 Initial DI: 27.00 Final DI: 35.23 Initial DI: 14.73 Final DI: 11.76 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 56 (88.89) Bearish Days (DI DI): 7 (11.11) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2023-06-05 to 2023-09-01 Latest Price: 164.61 TenkanSen: 160.23 KijunSen: 159.16 Senkou Span A: 155.98 Senkou Span B: 151.35 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Bullish Market Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-06-05 to 2023-09-01) Closing Price Summary: Latest Close Price: 164.61 Lowest Close: 143.17 Highest Close: 164.61 Overall Price Trend: Uptrend Price Trend: Uptrend (13.56 change in this period) VWAP Analysis from 2023-06-05 to 2023-09-01 Initial VWAP: 141.78 Final VWAP: 141.99 Initial Close Price: 144.96 Final Close Price: 164.61 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-06-05 to 2023-09-01 OBV Trend: Increasing (30) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 38 (61.29) Bearish Days (OBV Falling): 24 (38.71) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-06-05 to 2023-09-01 CMF Trend: Decreasing (42.77) Rising Selling Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 21 (33.33) Bearish CMF Days (Selling Pressure): 42 (66.67) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-06-05 to 2023-09-01 Initial AD Line: 93.00 Final AD Line: 107.00 AD Line Trend: Increasing (15.05) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 38 (61.29) Bearish Days (AD Line Falling): 24 (38.71) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.38 Average ATR: 2.92 Keltner Channel Market Analysis Initial State (2023-06-05): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-09-01): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 7 (11.11) Downtrend Days: 0 (0.00) Consolidation Days: 56 (88.89) Donchian Channel Market Analysis Initial State (2023-06-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-09-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): Price within Bollinger Bands NeutralRangebound Market Final State (2023-09-01): Price above Bollinger Upper Band Strong Uptrend Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 5 (7.94) Bearish Breakdown Days: 0 (0.00) Rangebound Days: 58 (92.06) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-09-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 4 (6.35) Oversold Days: 1 (1.59) Neutral RSI Days: 58 (92.06) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-09-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 13 (20.63) Oversold Days: 9 (14.29) Neutral Stochastic Days: 41 (65.08) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-09-01): CCI above 100 Overbought (Potential Sell Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 0 (0.00) Neutral CCI Days: 51 (80.95) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-06-05 to 2023-09-01 Initial State (2023-06-05): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-09-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 13 (20.63) Oversold Days: 9 (14.29) Neutral Williams R Days: 41 (65.08) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-2.11	3.77	14.82
FFIV_2023-10-01	MACD Analysis from 2023-07-03 to 2023-09-29 Initial MACD: 0.59 Initial MACD Signal: 1.11 Final MACD: 0.21 Final MACD Signal: 0.41 MACD Below Signal Line Bearish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 29 (46.03) Bearish Days (MACD Signal): 34 (53.97) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bearish Crossover: MACD crossing below Signal suggests downward momentum. Consider short positions if price confirms bearish movement. SMA Analysis from 2023-07-03 to 2023-09-29 Latest Tendency: 161.14 SMA10 Below SMA25: 159.31 160.49 (Shortterm Bearish) SMA25 Above SMA100: 160.49 152.02 (Mediumterm Bullish) SMA100 Above SMA200: 152.02 147.44 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Overall Market Trend: MixedNeutral Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-07-03 to 2023-09-29 Initial ADX: 21.29 Final ADX: 16.85 Initial DI: 26.29 Final DI: 27.71 Initial DI: 26.08 Final DI: 24.02 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 54 (85.71) Bearish Days (DI DI): 9 (14.29) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2023-07-03 to 2023-09-29 Latest Price: 161.14 TenkanSen: 158.85 KijunSen: 160.29 Senkou Span A: 157.08 Senkou Span B: 155.03 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-07-03 to 2023-09-29) Closing Price Summary: Latest Close Price: 161.14 Lowest Close: 143.17 Highest Close: 164.61 Overall Price Trend: Uptrend Price Trend: Uptrend (10.28 change in this period) VWAP Analysis from 2023-07-03 to 2023-09-29 Initial VWAP: 141.81 Final VWAP: 142.07 Initial Close Price: 146.12 Final Close Price: 161.14 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-07-03 to 2023-09-29 OBV Trend: Increasing (19) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 35 (56.45) Bearish Days (OBV Falling): 27 (43.55) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-07-03 to 2023-09-29 CMF Trend: Increasing (104.78) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 30 (47.62) Bearish CMF Days (Selling Pressure): 33 (52.38) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bearish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-07-03 to 2023-09-29 Initial AD Line: 96.00 Final AD Line: 104.00 AD Line Trend: Increasing (8.33) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 35 (56.45) Bearish Days (AD Line Falling): 27 (43.55) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.45 Average ATR: 2.82 Keltner Channel Market Analysis Initial State (2023-07-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-09-29): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 5 (7.94) Downtrend Days: 0 (0.00) Consolidation Days: 58 (92.06) Donchian Channel Market Analysis Initial State (2023-07-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-09-29): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-09-29): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 4 (6.35) Bearish Breakdown Days: 1 (1.59) Rangebound Days: 58 (92.06) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): RSI between 3070 Neutral Zone (No Strong Signal) Final State (2023-09-29): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 4 (6.35) Oversold Days: 3 (4.76) Neutral RSI Days: 56 (88.89) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2023-09-29): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 10 (15.87) Neutral Stochastic Days: 41 (65.08) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): CCI between 100 and 100 Neutral Zone (No Strong Signal) Final State (2023-09-29): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 14 (22.22) Oversold Days: 1 (1.59) Neutral CCI Days: 48 (76.19) CCI Volatility Assessment Normal CCI Volatility: CCI movement is within expected range. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-07-03 to 2023-09-29 Initial State (2023-07-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-09-29): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 12 (19.05) Oversold Days: 10 (15.87) Neutral Williams R Days: 41 (65.08) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	-6.2	7.48	10.89
FFIV_2023-11-01	MACD Analysis from 2023-08-03 to 2023-11-01 Initial MACD: 3.53 Initial MACD Signal: 2.62 Final MACD: 1.89 Final MACD Signal: 2.14 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (MACD Signal): 15 (23.44) Bearish Days (MACD Signal): 49 (76.56) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-08-03 to 2023-11-01 Latest Tendency: 151.92 SMA10 Below SMA25: 149.72 153.74 (Shortterm Bearish) SMA25 Below SMA100: 153.74 154.38 (Mediumterm Bearish) SMA100 Above SMA200: 154.38 148.45 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bearish (SMA10 below SMA25) MediumTerm Trend: Bearish (SMA25 below SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Death Cross Detected: Bearish Signal (Shortterm SMA below Longterm SMA) Overall Market Trend: MixedNeutral Trading Strategy Insights RangeBound Market: Look for mean reversion setups between SMA100 and SMA200. ADX Trend Analysis from 2023-08-03 to 2023-11-01 Initial ADX: 29.28 Final ADX: 18.54 Initial DI: 40.83 Final DI: 19.16 Initial DI: 13.00 Final DI: 18.80 Weak or No Trend (ADX 25) Market may be consolidating. ADX Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (DI DI): 37 (57.81) Bearish Days (DI DI): 27 (42.19) Neutral Days: 0 (0.00) Overall Trend: Weak or Sideways Market Trading Strategy Insights Weak Trend: Market may be consolidatingrange trading strategies may work better. Ichimoku Cloud Analysis from 2023-08-03 to 2023-11-01 Latest Price: 151.92 TenkanSen: 150.74 KijunSen: 154.09 Senkou Span A: 159.44 Senkou Span B: 156.93 Ichimoku Cloud Trend Analysis Price Below Cloud Strong Bearish Trend Bearish Signal: TenkanSen below KijunSen Downward Momentum Bullish Cloud: Span A is above Span B Supports Uptrend Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Downtrend: Selling pressure is highavoid buying unless trend reverses.	Stock Trend Indicators Analysis (2023-08-03 to 2023-11-01) Closing Price Summary: Latest Close Price: 151.92 Lowest Close: 146.42 Highest Close: 164.61 Overall Price Trend: Downtrend Price Trend: Downtrend (5.82 change in this period) VWAP Analysis from 2023-08-03 to 2023-11-01 Initial VWAP: 141.92 Final VWAP: 142.14 Initial Close Price: 161.31 Final Close Price: 151.92 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 64 Bullish Days (Above VWAP): 64 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-08-03 to 2023-11-01 OBV Trend: Decreasing (9) Selling Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (OBV Rising): 28 (44.44) Bearish Days (OBV Falling): 35 (55.56) Neutral Days: 0 (0.00) Overall Trend: Bearish Trading Strategy Insights Distribution Phase: OBV falling, indicating selling pressure. Monitor for downtrend continuation. CMF Analysis from 2023-08-03 to 2023-11-01 CMF Trend: Increasing (1117.28) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 64 Bullish CMF Days (Buying Pressure): 45 (70.31) Bearish CMF Days (Selling Pressure): 19 (29.69) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-08-03 to 2023-11-01 Initial AD Line: 104.00 Final AD Line: 97.00 AD Line Trend: Decreasing (6.73) Selling Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (AD Line Rising): 28 (44.44) Bearish Days (AD Line Falling): 35 (55.56) Neutral Days: 0 (0.00) Overall AD Line Trend: Bearish Trading Strategy Insights Distribution Phase: Falling AD Line indicates selling pressure. Be cautious of downtrends.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 4.23 Average ATR: 2.96 Keltner Channel Market Analysis Initial State (2023-08-03): Price inside Keltner Channel ConsolidationRangebound Market Final State (2023-11-01): Price inside Keltner Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 4 (6.25) Downtrend Days: 1 (1.56) Consolidation Days: 59 (92.19) Donchian Channel Market Analysis Initial State (2023-08-03): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-11-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 64 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 64 (100.00) Bollinger Bands Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): Price within Bollinger Bands NeutralRangebound Market Final State (2023-11-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 64 Bullish Breakout Days: 3 (4.69) Bearish Breakdown Days: 4 (6.25) Rangebound Days: 57 (89.06) Volatility Assessment Normal Volatility: Market within expected range. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): RSI above 70 Overbought (Potential Sell Signal) Final State (2023-11-01): RSI between 3070 Neutral Zone (No Strong Signal) RSI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 3 (4.69) Oversold Days: 6 (9.38) Neutral RSI Days: 55 (85.94) RSI Volatility Assessment Normal RSI Volatility: RSI movement is within expected range. Trading Strategy Insights Momentum Strategy: RSI remains in the neutral zone for most days, indicating a potential trendfollowing approach. Stochastic Oscillator Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Final State (2023-11-01): Stoch_K between 2080 Neutral Zone (No Strong Signal) Bullish Crossover: Stoch_K crossed above Stoch_D Possible Uptrend Signal Stochastic Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 8 (12.50) Oversold Days: 14 (21.88) Neutral Stochastic Days: 42 (65.62) Stochastic Volatility Assessment Normal Stochastic Volatility: Stoch_K movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): CCI above 100 Overbought (Potential Sell Signal) Final State (2023-11-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 6 (9.38) Oversold Days: 13 (20.31) Neutral CCI Days: 45 (70.31) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Momentum Strategy: CCI remains neutral for most days, suggesting a potential trendfollowing approach. Williams R Analysis from 2023-08-03 to 2023-11-01 Initial State (2023-08-03): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Final State (2023-11-01): Williams R between 20 and 80 Neutral Zone (No Strong Signal) Williams R Trend Summary Total Trading Days Analyzed: 64 Overbought Days: 8 (12.50) Oversold Days: 14 (21.88) Neutral Williams R Days: 42 (65.62) Williams R Volatility Assessment Normal Williams R Volatility: R movement is within expected range. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	13.61	22.83	14.62
FFIV_2023-12-01	MACD Analysis from 2023-09-05 to 2023-12-01 Initial MACD: 2.46 Initial MACD Signal: 1.87 Final MACD: 4.27 Final MACD Signal: 3.37 MACD Above Signal Line Bullish Momentum MACD Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (MACD Signal): 27 (42.86) Bearish Days (MACD Signal): 36 (57.14) Neutral Days: 0 (0.00) Overall MACD Trend: Bearish Momentum Trading Strategy Insights Bullish Crossover: MACD crossing above Signal suggests upward momentum. Consider long positions if price supports bullish momentum. SMA Analysis from 2023-09-05 to 2023-12-01 Latest Tendency: 172.60 SMA10 Above SMA25: 167.88 160.74 (Shortterm Bullish) SMA25 Above SMA100: 160.74 157.66 (Mediumterm Bullish) SMA100 Above SMA200: 157.66 150.08 (Longterm Bullish) SMA Trend Analysis ShortTerm Trend: Bullish (SMA10 above SMA25) MediumTerm Trend: Bullish (SMA25 above SMA100) LongTerm Trend: Bullish (SMA100 above SMA200) Golden Cross Detected: Bullish Signal (Shortterm SMA above Longterm SMA) Overall Market Trend: Strong Bullish Trading Strategy Insights Bullish Market: Consider buying on dips near SMA25 for trend continuation. ADX Trend Analysis from 2023-09-05 to 2023-12-01 Initial ADX: 31.30 Final ADX: 32.87 Initial DI: 32.02 Final DI: 35.81 Initial DI: 13.72 Final DI: 10.97 Strong Trend Detected (ADX 25) Market is trending. ADX Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (DI DI): 35 (55.56) Bearish Days (DI DI): 28 (44.44) Neutral Days: 0 (0.00) Overall Trend: Bullish with Strong Trend Trading Strategy Insights Strong Bullish Trend: Consider long positions while trend holds. Ichimoku Cloud Analysis from 2023-09-05 to 2023-12-01 Latest Price: 172.60 TenkanSen: 167.77 KijunSen: 159.39 Senkou Span A: 152.41 Senkou Span B: 155.53 Ichimoku Cloud Trend Analysis Price Above Cloud Strong Bullish Trend Bullish Signal: TenkanSen above KijunSen Upward Momentum Bearish Cloud: Span A is below Span B Resistance in Place Overall Ichimoku Trend: Neutral Consolidation Trading Strategy Insights Strong Uptrend: Look for pullbacks to TenkanSen or KijunSen for buying opportunities.	Stock Trend Indicators Analysis (2023-09-05 to 2023-12-01) Closing Price Summary: Latest Close Price: 172.60 Lowest Close: 146.42 Highest Close: 172.60 Overall Price Trend: Uptrend Price Trend: Uptrend (4.87 change in this period) VWAP Analysis from 2023-09-05 to 2023-12-01 Initial VWAP: 142.00 Final VWAP: 142.32 Initial Close Price: 164.59 Final Close Price: 172.60 Price Above VWAP Bullish Sentiment (Buyers in Control) VWAP Trend Breakdown Total Trading Days Analyzed: 63 Bullish Days (Above VWAP): 63 (100.00) Bearish Days (Below VWAP): 0 (0.00) Neutral Days: 0 (0.00) Overall VWAP Trend: Bullish Trading Strategy Insights Institutional Buying Detected: Price above VWAP suggests strong demand. Consider buying on pullbacks near VWAP for trend continuation. OBV Analysis from 2023-09-05 to 2023-12-01 OBV Trend: Increasing (11) Buying Pressure Dominant OBV Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (OBV Rising): 33 (53.23) Bearish Days (OBV Falling): 29 (46.77) Neutral Days: 0 (0.00) Overall Trend: Bullish Trading Strategy Insights Accumulation Phase: OBV rising, suggesting institutional buying. Look for price confirmation. CMF Analysis from 2023-09-05 to 2023-12-01 CMF Trend: Increasing (87.94) Rising Buying Pressure CMF Trend Breakdown Total Trading Days Analyzed: 63 Bullish CMF Days (Buying Pressure): 59 (93.65) Bearish CMF Days (Selling Pressure): 4 (6.35) Neutral CMF Days: 0 (0.00) Overall CMF Trend: Bullish Trading Strategy Insights Bullish Signal: Positive CMF suggests strong accumulation. Look for breakout opportunities. AD Line Analysis from 2023-09-05 to 2023-12-01 Initial AD Line: 106.00 Final AD Line: 110.00 AD Line Trend: Increasing (3.77) Buying Pressure Dominant AD Line Trend Breakdown Total Trading Days Analyzed: 62 Bullish Days (AD Line Rising): 33 (53.23) Bearish Days (AD Line Falling): 29 (46.77) Neutral Days: 0 (0.00) Overall AD Line Trend: Bullish Trading Strategy Insights Accumulation Phase: Rising AD Line suggests strong buying interest. Watch for price confirmation.	ATR (Average True Range) Analysis Normal Volatility: ATR is within the expected range. Latest ATR: 2.63 Average ATR: 3.01 Keltner Channel Market Analysis Initial State (2023-09-05): Price above Keltner Upper Band Strong Uptrend Final State (2023-12-01): Price above Keltner Upper Band Strong Uptrend MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 13 (20.63) Downtrend Days: 1 (1.59) Consolidation Days: 49 (77.78) Donchian Channel Market Analysis Initial State (2023-09-05): Price inside Donchian Channel ConsolidationRangebound Market Final State (2023-12-01): Price inside Donchian Channel ConsolidationRangebound Market MidPeriod Trend Summary: Total Trading Days Analyzed: 63 Uptrend Days: 0 (0.00) Downtrend Days: 0 (0.00) Consolidation Days: 63 (100.00) Bollinger Bands Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): Price within Bollinger Bands NeutralRangebound Market Final State (2023-12-01): Price within Bollinger Bands NeutralRangebound Market Trend Summary Total Trading Days Analyzed: 63 Bullish Breakout Days: 3 (4.76) Bearish Breakdown Days: 4 (6.35) Rangebound Days: 56 (88.89) Volatility Assessment High Volatility: Wide bands suggest strong price swings. Trading Strategy Insights Sideways Market: Mean Reversion strategies (buying near lower band, selling near upper band) may be effective.	RSI Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): RSI above 70 Overbought (Potential Sell Signal) Final State (2023-12-01): RSI above 70 Overbought (Potential Sell Signal) RSI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 19 (30.16) Oversold Days: 6 (9.52) Neutral RSI Days: 38 (60.32) RSI Volatility Assessment Low RSI Volatility: RSI is stable, indicating a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading RSI extremes (buying at low RSI, selling at high RSI). Stochastic Oscillator Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): Stoch_K above 80 Overbought (Potential Sell Signal) Bearish Crossover: Stoch_K crossed below Stoch_D Possible Downtrend Signal Final State (2023-12-01): Stoch_K above 80 Overbought (Potential Sell Signal) Stochastic Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 23 (36.51) Oversold Days: 11 (17.46) Neutral Stochastic Days: 29 (46.03) Stochastic Volatility Assessment Low Stochastic Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low Stoch_K, selling at high Stoch_K). Commodity Channel Index (CCI) Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): CCI above 100 Overbought (Potential Sell Signal) Final State (2023-12-01): CCI between 100 and 100 Neutral Zone (No Strong Signal) CCI Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 11 (17.46) Oversold Days: 13 (20.63) Neutral CCI Days: 39 (61.90) CCI Volatility Assessment Low CCI Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low CCI, selling at high CCI). Williams R Analysis from 2023-09-05 to 2023-12-01 Initial State (2023-09-05): Williams R above 20 Overbought (Potential Sell Signal) Final State (2023-12-01): Williams R above 20 Overbought (Potential Sell Signal) Williams R Trend Summary Total Trading Days Analyzed: 63 Overbought Days: 23 (36.51) Oversold Days: 11 (17.46) Neutral Williams R Days: 29 (46.03) Williams R Volatility Assessment Low Williams R Volatility: Indicator is stable, suggesting a steady trend. Trading Strategy Insights Mean Reversion Strategy: Frequent overboughtoversold signals suggest trading extremes (buying at low R, selling at high R).	3.7	11.78	-1.78

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