What should I buy today for 1 week growth

Screening Filters

1. monthly_average_dollar_volume >= 1,000,000:

   • Purpose: Ensure the stock is liquid enough to trade efficiently.
   • Rationale: For a 1-week growth idea, you want stocks you can enter and exit quickly without excessive slippage or wide spreads. This filter removes thinly traded names that may be too risky or hard to trade for a short-term move.

2. moving_average_relationship: PriceAboveMA5, PriceAboveMA20, PriceCrossAboveMA20:

   • Purpose: Find stocks showing short-term upward momentum and improving trend strength.
   • Rationale:
     • PriceAboveMA5 indicates very recent strength over the past week.
     • PriceAboveMA20 suggests the stock is already in a short-term uptrend rather than still in decline.
     • PriceCrossAboveMA20 captures fresh bullish breakouts or trend reversals, which are often attractive for 1-week momentum trades.

3. support_resistance_relationship: PriceAroundSupport, PriceBreakResistance:

   • Purpose: Focus on stocks at technically favorable entry points.
   • Rationale:
     • PriceAroundSupport looks for stocks holding near a support zone, where downside may be more limited and a rebound can develop.
     • PriceBreakResistance identifies stocks breaking out of a prior ceiling, which can trigger momentum buying and follow-through over the next several sessions.
       Together, these help find stocks with either a low-risk bounce setup or a breakout setup.

4. one_week_rise_prob >= 60:

   • Purpose: Prioritize stocks with a higher model-estimated chance of rising over the next week.
   • Rationale: Since your goal is 1-week growth, this filter directly targets names with stronger short-term probability rather than relying only on chart pattern or liquidity.

5. one_week_predict_return >= 0:

   • Purpose: Exclude stocks with a negative expected 1-week return.
   • Rationale: This ensures the screen only returns stocks where the model sees at least non-negative upside over the next week, making the list more aligned with a short-term buy idea.

Why Results Match:

• The screen is built for short-term trading over the next week, not long-term investing.
• It combines liquidity, momentum, technical confirmation, and probabilistic upside.
• That means the results should be stocks that are:
  • tradable,
  • already showing strength,
  • near a potentially favorable price level,
  • and statistically more likely to move higher in the next week.

In short, these filters are appropriate because they aim to surface high-quality short-term momentum candidates that fit a “buy today for 1 week growth” objective.