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XPL +26.9% (Resonance Directional Strategy)

Reading time: 3 minAuthor: Team Resonance
XPL +26.9% (Resonance Directional Strategy)

A breakdown of the deal using cluster analysis and Dashboard data: how a W-shaped formation and sales inefficiency formed the entry point, while a decline in buyer efficiency signaled profit-taking.

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Coin: XPL/USDT
Risk: medium
Level of understanding: beginner

Entry reasons

Cluster chart: during the phase of local sideways movement, a W-shaped formation was formed, within which pronounced volume clusters began to appear (blue rectangle). These volumes were accompanied by a dominance of market sell orders (red rectangle).

However, despite the dominance of selling, the price did not demonstrate a significant decline and failed to update the local minimum (red line).

Such a reaction indicates the formation of signs of a local deficit: the market stops declining under the dominance of selling, which indicates a weakening of sellers’ initiative and a possible shift in balance toward buyers.

Cluster Plot - XPL

In the Dashboard
Delta / Volume balance: in aggregated form, data across all pairs and exchanges confirms the observations from the cluster chart. During the period under review, with an increase in market sell volumes, the price does not significantly decline and does not update the minimum (red rectangles).

Such a combination indicates active absorption of incoming market sell volume by limit participants. As a result, local support is formed in the current range, which confirms the weakening of selling pressure.

Z-Score (price): additionally, at the peaks of local pullbacks downward, price deviations exceeding two standard deviations were recorded (blue arrows).

Such statistically anomalous values are often accompanied by a halt in movement or the formation of a local reversal, which strengthens the argument in favor of opening a long position.

Aggregated Data - Dashboard

Exit reasons

Cluster chart: after the entry point, the price increased by more than 25%, which corresponds to more than four standard moves and represents a statistically anomalous price movement for this asset (black rectangle and arrow).

At the local maximum, an increase in volatility is observed (blue rectangle). At the same time, subsequent market buys (green rectangle) no longer had the same impact on price — the asset failed to update the local maximum (red line).

This indicates a decrease in buyer efficiency. With the appearance of such signs, further holding of the position is accompanied by increased risk. Therefore, taking profit in this area appeared to be the most rational and balanced decision from a risk management perspective.

Cluster Plot Evaluation Result

Conclusion

This analysis demonstrates that the key factor in market analysis is not just the presence of volume, but its efficiency and impact on price.

At the entry stage, despite the dominance of market sells, the price stopped reacting with a decline. This indicated a weakening of sellers and active absorption of their volume, which led to the formation of a local deficit. Additional confirmation came from aggregated dashboard data and statistical price deviations, increasing the probability of a reversal.

After entry, the market realized a strong upward movement, however, as the movement developed, signs of its weakening began to appear: increased volatility and decreased efficiency of buying.

Thus, the entry was based on signs of seller inefficiency and the formation of a deficit, while the exit was based on a decrease in buyer efficiency and increasing risks of holding the position further. Such an approach allows for a more accurate assessment of market structure and more balanced trading decisions over time.

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