Top stocks for one week gain

Screening Filters

1. Region = US

• Purpose: Limit the search to U.S. stocks.
• Rationale: The user asked for “Top US stocks,” so this ensures the results stay within the requested market.

2. Index component = S&P 500 / Nasdaq 100 / Russell 2000

• Purpose: Focus on major U.S. index constituents.
• Rationale: Stocks in these indices are generally more liquid, widely followed, and easier to trade. For a “top stocks” screen, this helps prioritize names that are established and relevant rather than thinly traded microcaps.

3. Relative volume > 1.5

• Purpose: Find stocks trading with elevated activity versus normal levels.
• Rationale: A one-week gain is often supported by unusual volume. Higher relative volume can signal stronger investor interest, improving the odds that price momentum is meaningful and sustainable in the near term.

4. Price above MA5, MA20, and MA60

• Purpose: Identify stocks in short-, medium-, and intermediate-term uptrends.
• Rationale: If price is above these moving averages, it usually means the stock has already shown strength across multiple time frames. This is appropriate for a one-week gain screen because trending stocks are more likely to continue moving higher than stocks in weak downtrends.

5. Price crossed above MA20

• Purpose: Capture a recent bullish trend reversal or momentum breakout.
• Rationale: A cross above the 20-day moving average can indicate that buying pressure is improving. This helps find stocks that may be starting a fresh move, which is useful when looking for one-week upside potential.

6. MACD = bullish

• Purpose: Confirm momentum is turning positive.
• Rationale: MACD is a common trend-following indicator. A bullish MACD supports the idea that momentum is aligned with price strength, which improves the quality of candidates for short-term gains.

7. Week price change % > 0

• Purpose: Require the stock to already be positive over the past week.
• Rationale: Since the user wants top stocks for a one-week gain, this filter ensures the stocks are already showing recent upward performance, rather than only looking good on technical signals without actual price appreciation.

8. Price change % > 0

• Purpose: Ensure the stock is currently gaining on a more immediate basis.
• Rationale: This helps exclude stocks that may have looked strong historically but are flat or falling today. It keeps the screen focused on names with active short-term upward movement.

9. One-week rise probability ≥ 50%

• Purpose: Favor stocks with a higher model-estimated chance of rising over the next week.
• Rationale: This directly matches the user’s “one week gain” request by adding a probabilistic layer. It does not guarantee gains, but it helps tilt results toward stocks with better expected short-term upside.

10. One-week predicted return > 0

• Purpose: Select stocks with positive expected return over the next week.
• Rationale: This is one of the most direct filters for the user’s objective. It screens for names where the model expects upside over the next week.

11. One-day predicted return > 0

• Purpose: Confirm the near-term trend is supportive.
• Rationale: Positive one-day expected return suggests immediate momentum is constructive. Combining this with the one-week filter helps find stocks that are strong both right now and over the coming week.

12. Price > EMA 5 / EMA 20 / EMA 60

• Purpose: Reinforce trend strength using exponential moving averages.
• Rationale: These comparisons duplicate the moving-average logic in a more explicit indicator format. They help ensure the stock is above key trend lines, which is a classic setup for short-term continuation.

13. Volume > monthly average dollar volume

• Purpose: Confirm current trading activity is above normal monetary turnover.
• Rationale: A stock moving higher on above-average dollar volume tends to have stronger conviction behind the move. This is especially important for one-week gain candidates because price moves backed by liquidity are often more reliable.

Why Results Match:

• The screen is built to find U.S. stocks with strong short-term upward momentum, which aligns directly with “Top US stocks for one week gain.”
• It combines price trend filters, momentum indicators, and volume confirmation so the results are not just moving up, but moving up with strength and market participation.
• The prediction filters help prioritize names with a higher expected chance of positive performance over the next week, making the screen more relevant to the user’s timeframe.
• Restricting to major U.S. index constituents helps keep the list focused on higher-quality, liquid stocks that are more suitable for a short-term gain screen.