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Screening Filters

1. support_resistance_relationship: PriceBreakResistance

   • Purpose: Find stocks that have just broken above an important resistance level.
   • Rationale: A breakout above resistance is a common technical signal of strong upward momentum. If a stock is “rising sharply today,” this filter helps isolate names that are already showing the kind of price acceleration often seen before a fast move.

2. moving_average_relationship: PriceAboveMA5, PriceAboveMA20

   • Purpose: Confirm the stock is trading above short-term and near-term trend lines.
   • Rationale: When price is above the 5-day and 20-day moving averages, it usually indicates bullish momentum and constructive trend strength. This reduces the chance of selecting stocks that are spiking randomly but still weak on trend.

3. news_driver: Positive

   • Purpose: Capture stocks with favorable news flow or catalysts.
   • Rationale: Sharp intraday rallies are often driven by positive news such as earnings beats, guidance raises, contract wins, upgrades, or industry developments. This filter helps focus on stocks with a catalyst that could explain and support a strong move today.

4. one_day_predict_return: min: 0

   • Purpose: Keep stocks with non-negative predicted one-day return.
   • Rationale: Since the user is asking for stocks likely to rise today, this filter screens out names with a negative short-term forecast and keeps those with at least some upward expected return.

5. one_day_rise_prob: min: 0

   • Purpose: Keep stocks with at least some estimated probability of rising over the next day.
   • Rationale: This is a basic probability filter aligned with the request for stocks that may move up today. It ensures the screened names are not excluded if the model sees no chance of a rise.

6. option_unusual_activity: True

   • Purpose: Identify stocks with unusual options activity.
   • Rationale: Unusual call buying or elevated options volume can signal informed speculation or heightened market attention, which often precedes sharp short-term price moves. This filter helps find stocks that may be attracting trader interest and momentum.

Why Results Match:

• The combination of breakout, bullish trend, and positive news filters targets stocks that already have the ingredients for a sharp intraday move.
• The one-day predictive filters align the screen with the user’s “today” time horizon rather than a longer-term investment view.
• Unusual options activity adds another layer of confirmation by spotting names that the market may be positioning for a strong move.
• Together, these filters are designed to surface stocks with both technical momentum and fundamental/news catalysts, which is exactly what you want when looking for a stock that may rise sharply today.