Best upward stocks for tomorrow

Note on “best upward stocks for tomorrow”

No screen can guarantee what will go up tomorrow, but these filters are chosen to tilt the odds toward stocks with stronger short‑term upside characteristics (based on price action, volume, and sentiment).

Screening Filters

1. relative_vol: { min: 1.5 }

   • Purpose: Focus on stocks with significantly higher trading activity than usual.
   • Rationale: A relative volume ≥ 1.5 means the stock is trading at least 50% more volume than its recent average. Elevated volume often signals increased institutional interest, news, or momentum—conditions that frequently precede or accompany short‑term price moves. This supports the goal of finding candidates that are actively in play for a potential move tomorrow.

2. moving_average_relationship: ['PriceAboveMA5', 'PriceCrossAboveMA5']

   • Purpose: Capture very short‑term bullish trends or fresh bullish signals.
   • Rationale:
     • PriceAboveMA5: The stock is trading above its 5‑day moving average, indicating a short‑term uptrend.
     • PriceCrossAboveMA5: The price has just crossed above the 5‑day MA, a common technical “buy” signal suggesting momentum is turning upward.
       These conditions help ensure candidates are already in, or just entering, an upward short‑term trajectory—aligned with seeking “upward stocks for tomorrow.”

3. one_day_rise_prob: { min: 65 }

   • Purpose: Prioritize stocks where a prediction model assigns a relatively high probability of a positive return the next day.
   • Rationale: A minimum threshold of 65% one‑day rise probability filters for names where quantitative models see better‑than‑coin‑flip odds of going up tomorrow. This directly addresses the “for tomorrow” timing by focusing on the next trading day’s direction, not just general strength.

4. one_day_predict_return: { min: 2 }

   • Purpose: Avoid tiny expected moves and focus on more meaningful potential upside.
   • Rationale: Requiring a predicted one‑day return of at least +2% ensures that, among the stocks likely to rise, we keep those with a model‑estimated move that is actually sizable. This aligns with “best upward” by targeting not just probability of going up, but also a stronger projected magnitude.

5. option_sentiments: ['Bullish']

   • Purpose: Incorporate options market sentiment as a forward‑looking indicator.
   • Rationale: Bullish option sentiment (e.g., more call buying, higher call/put ratios, or positive skew) signals that options traders are positioning for upside. Including this filter adds an additional layer of confirmation that market participants with leveraged exposure expect the stock to move higher in the near term—again, consistent with the “tomorrow” focus.

Why Results Match the User’s Intent

• The timeframe (“for tomorrow”) is addressed by:
  • Short‑term technicals (5‑day MA, recent crossovers).
  • Explicit next‑day rise probability and predicted return metrics.
• The direction (“upward”) is supported by:
  • Price being above or crossing above a short‑term moving average.
  • Positive return predictions and a high rise probability.
  • Bullish options sentiment, indicating traders expect gains.
• The quality of move (“best” candidates) is improved by:
  • Requiring elevated volume (relative_vol ≥ 1.5), which filters out illiquid or inactive names.
  • Setting a minimum expected move (+2%) so results are not just marginally positive.

Together, these filters focus on liquid stocks with strong short‑term bullish technicals, supportive options sentiment, and model‑estimated odds and magnitude of a positive move tomorrow, which is the closest you can get to “best upward stocks for tomorrow” using systematic screening.