High volitle penny stock tomorrow

Screening Filters

1. price: max 5

   • Purpose: Focus on penny stocks.
   • Rationale: HUBC is being discussed as a low-priced, speculative name, and a max price of $5 captures the penny-stock universe where sharp moves are more common. This helps isolate stocks with the kind of small-cap, high-risk behavior the user is asking about.

2. volume: min 1,000,000

   • Purpose: Ensure the stock is actively traded.
   • Rationale: For a “tomorrow” outlook, liquidity matters. High volume increases the chance that any move is meaningful and tradable, rather than just a thinly traded spike. It also helps identify stocks that may be attracting attention or momentum.

3. beta: HighRisk

   • Purpose: Target high-volatility stocks.
   • Rationale: The user specifically asked for a “high-volatility” penny stock outlook. High beta is a direct proxy for larger-than-market price swings, which is exactly what you want when screening for names that may have outsized short-term movement.

4. one_day_rise_prob: min 0

   • Purpose: Include stocks with any estimated chance of rising tomorrow.
   • Rationale: This filter keeps the screen from excluding names purely due to a neutral or slightly negative model estimate. It broadens the set while still allowing the model to rank stocks with upward potential for the next trading day.

5. one_day_predict_return: min 0

   • Purpose: Favor stocks with non-negative predicted one-day return.
   • Rationale: Since the user wants an outlook for tomorrow, this filter helps select stocks where the model does not expect a negative next-day move. It aligns the screen with a short-term bullish bias.

Why Results Match:

• The combination of low price + high volume + high beta is well suited to finding speculative penny stocks with strong daily swings.
• The one-day probability/return filters make the screen more relevant to a tomorrow-focused outlook, not just general volatility.
• Together, these filters help surface stocks like HUBC that are cheap, active, and capable of sharp short-term movement, which matches the user’s high-volatility penny stock request.