Stocks that will explode in next 30 days

Screening Filters

Before explaining the filters: “stocks that will explode in the next 30 days” is a very high-uncertainty request, and no screen can guarantee explosive performance. What these filters do is tilt the search toward stocks with stronger momentum, favorable near-term trend structure, and a higher estimated chance of rising over the next month.

1. relative_vol min 1.5

• Purpose: Find stocks trading with above-average volume.
• Rationale: A relative volume of 1.5 or higher means the stock is trading at least 50% more actively than usual. That often signals increased market attention, which is important for catching stocks that may be starting a sharp move. Breakouts and fast rallies are more likely when volume expands.

2. moving_average_relationship = PriceAboveMA5, PriceAboveMA20

• Purpose: Confirm short-term uptrend and positive trend structure.
• Rationale: If price is above both the 5-day and 20-day moving averages, the stock is already showing short-term and medium-short-term strength. This helps filter for stocks that are not just noisy, but are actually moving higher in a way that can continue over the next few weeks.

3. month_price_change_pct min 0

• Purpose: Keep stocks that are at least flat or better over the last month.
• Rationale: This avoids stocks that are already in clear monthly downtrends. For a “next 30 days” momentum-style screen, stocks that have not been falling recently are more likely to have favorable momentum and investor interest.

4. one_month_predict_return min 0

• Purpose: Require the model’s 1-month expected return to be non-negative.
• Rationale: This adds a forward-looking filter based on estimated near-term performance. By excluding stocks with negative expected returns, the screen focuses on names with at least some statistical support for upside over the next month.

5. one_month_rise_prob min 70

• Purpose: Focus on stocks with a high probability of rising over the next month.
• Rationale: A 70%+ predicted rise probability is a strong threshold that helps prioritize stocks the model considers more likely to move higher soon. This is especially relevant for a 30-day “explode” type request, where probability of upside matters as much as magnitude.

Why Results Match:

• The screen combines momentum confirmation (price above key moving averages, positive monthly change) with activity/interest signals (high relative volume), which are often present before strong short-term moves.
• The forecast-based filters (one_month_predict_return and one_month_rise_prob) add a forward-looking layer, making the screen more aligned with stocks that have a statistically favorable setup for the next 30 days.
• Together, these filters aim to surface stocks that are already strengthening, being actively traded, and predicted to have a better-than-average chance of rising soon—which is the closest practical approximation to “stocks that will explode in the next 30 days.”