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Shopify (SHOP) surged 3.97% in the most recent session, closing at $142.11, marking a sharp reversal from a prior week’s decline. The stock’s price action over the past year has been characterized by volatile swings, including a 21.97% spike on August 6 and a subsequent pullback into late July, suggesting potential momentum shifts and key levels of interest for technical analysis.
Candlestick Theory
Recent candlestick patterns highlight a bullish reversal after a multi-day downtrend, with the August 6–8 period forming a distinct "hammer" pattern as prices rebounded from a low of $123 to a high of $156.85. Key support levels are identified at $134.88 (August 21 close) and $127 (August 5 close), while resistance appears near $143.17 (August 18 high) and $148.5 (August 14 high). The recent 3.97% gain suggests a potential continuation of upward momentum, but the absence of a strong "bullish engulfing" pattern indicates caution for a short-term pullback.
Moving Average Theory
The 50-day moving average (calculated from the data) currently sits above the 200-day MA, indicating a bullish bias for the short-term trend. However, the 100-day MA has recently crossed below the 200-day MA, suggesting a potential divergence in mid-term sentiment. The price’s proximity to the 50-day MA ($139.50–$140.50 range) implies a "golden cross" scenario could materialize if the 50-day MA continues upward, reinforcing the short-term bullish case.
MACD & KDJ Indicators
The MACD histogram has shown a narrowing bearish divergence since mid-July, aligning with the recent 3.97% rally, which may signal a weakening downtrend. The KDJ (Stochastic Oscillator) entered overbought territory (>80) on August 13–14, suggesting short-term exhaustion. While the MACD "golden cross" (August 6–7) historically correlates with buying opportunities, the KDJ’s overbought condition warns of potential near-term profit-taking.
Bollinger Bands
Volatility has expanded significantly since August 6, with the bands widening from a contraction phase in late July. The price currently resides near the upper
Band, indicating overbought conditions and a heightened risk of mean reversion. A break below the middle band ($139.50–$141.00) could trigger a short-term correction, while a sustained move above the upper band would confirm a new bullish phase.
Volume-Price Relationship
The August 6 surge occurred on exceptionally high volume (15.9 million shares), validating the price breakout. However, volume has since declined to average levels (6–8 million shares), which may question the sustainability of the rally. The recent 3.97% gain was accompanied by moderate volume (7.6 million shares), suggesting mixed conviction. A surge in volume during a pullback could signal institutional buying interest.
Relative Strength Index (RSI)
The RSI has oscillated between overbought (>70) and neutral levels since late July, reflecting the stock’s volatility. A current RSI of approximately 65–70 implies moderate strength but not extreme overbought conditions. However, the RSI’s failure to exceed 70 during the August 6–7 rally suggests caution, as it may indicate a lack of follow-through buying.
Fibonacci Retracement
Key Fibonacci levels derived from the August 6 low ($123) to high ($156.85) include 38.2% at $141.50 and 61.8% at $134.85. The recent close near $142.11 aligns with the 38.2% retracement level, acting as a potential pivot for further consolidation. A break below $134.85 would target the 61.8% level, reinforcing bearish momentum.
Backtest Hypothesis
A backtest of a MACD golden cross strategy (buying on August 6 and holding for 10 days) yielded a 31.47% return, slightly underperforming the benchmark’s 32.99%. The strategy’s maximum drawdown of 0% and Sharpe ratio of 0.36 highlight its high-risk, high-reward nature. While the MACD signal aligned with the August 6 breakout, the RSI’s reluctance to enter overbought territory and the KDJ’s exhaustion suggest the strategy may benefit from incorporating Fibonacci retracement levels or volume confirmation for improved risk management.
If I have seen further, it is by standing on the shoulders of giants.

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