Top stock for one week gain

Screening Filters

1. region: US

   • Purpose: Limit the search to U.S.-listed stocks.
   • Rationale: The user asked for the “top US stock,” so this ensures the results are relevant to the U.S. market only.

2. moving_average_relationship: PriceAboveMA5, PriceAboveMA20

   • Purpose: Find stocks trading above their 5-day and 20-day moving averages.
   • Rationale: A stock above short-term moving averages is often showing near-term upward momentum, which fits a one-week gain focus.

3. rsi_category: moderate

   • Purpose: Select stocks with neither extremely overbought nor oversold momentum.
   • Rationale: Moderate RSI helps avoid stocks that may already be too stretched upward, while still capturing names with healthy momentum that could continue higher over the next week.

4. week_price_change_pct: min 0

   • Purpose: Require the stock to have a non-negative price change over the past week.
   • Rationale: This filters for stocks that are already performing at least reasonably well in the short term, which is useful when looking for near-term gain candidates.

5. one_week_predict_return: min 0

   • Purpose: Keep stocks with a non-negative model-predicted one-week return.
   • Rationale: Since the user wants a one-week gain, this filter helps prioritize stocks with estimated upside over the next week.

Why Results Match:

• The filters work together to find U.S. stocks with recent positive momentum and short-term upside potential.
• The moving average and RSI filters focus on technical strength without excessive overbought risk.
• The weekly performance and predicted return filters align directly with the user’s goal of finding a stock likely to gain over one week.
• Overall, this screening setup is designed to surface the most relevant short-term bullish candidates in the U.S. market.