Us stocks

Screening Filters

1. relative_vol ≥ 1.5

   • Purpose: Find stocks with above-average trading activity.
   • Rationale: For a stock to rise next week, it often needs enough participation and momentum. Relative volume of 1.5 or higher helps surface names that are getting unusual attention, which can support a short-term move.

2. PriceAboveMA20 and PriceAboveMA60

   • Purpose: Select stocks trading above both their short- and medium-term trend lines.
   • Rationale: This is a classic bullish trend filter. If price is above the 20-day and 60-day moving averages, the stock is already in an upward structure, which improves the odds of continued strength over the next week.

3. macd = bullish

   • Purpose: Identify stocks with positive momentum.
   • Rationale: A bullish MACD suggests the trend is gaining traction. This is useful for a one-week outlook because MACD helps confirm that price action is not just rising, but rising with improving momentum.

4. rsi_category = moderate

   • Purpose: Avoid stocks that are too overbought or too weak.
   • Rationale: “Moderate” RSI usually means the stock has room to move without being stretched. That’s helpful for next-week ideas because extremely high RSI names can be vulnerable to pullbacks, while very low RSI names may still be under pressure.

5. region = US

   • Purpose: Restrict the search to U.S. stocks.
   • Rationale: This directly matches the user’s request for US stocks and ensures the results stay within the relevant market universe.

6. list_exchange = XNYS, XNAS, XASE

   • Purpose: Focus on major U.S. listed securities.
   • Rationale: These exchanges cover the NYSE, Nasdaq, and American Stock Exchange listings, which improves liquidity, tradability, and the quality of short-term screening results.

7. one_week_rise_prob ≥ 0

   • Purpose: Keep stocks with at least a non-negative modeled probability of rising next week.
   • Rationale: Since the user wants stocks that may rise next week, this filter removes names with clearly unfavorable short-term statistical outlooks.

8. one_week_predict_return ≥ 0

   • Purpose: Prefer stocks with non-negative expected return over the next week.
   • Rationale: This aligns the screen with the user’s goal by emphasizing stocks that the model sees as having upside potential, rather than negative expected performance.

Why Results Match:

• The filters combine trend, momentum, volume, and short-term predictive signals, which is exactly what you want for a one-week rise screen.
• They exclude stocks that are likely weak, overextended, or lacking participation.
• The U.S. region and major exchange filters ensure the output is practical and relevant for a U.S. stock list.
• Overall, this setup is designed to find liquid U.S. stocks already showing bullish behavior and positive near-term forecast characteristics, making them suitable candidates for next-week upside.