What’s the best buy for today?

Screening Filters

1. rsi_category: ['moderate', 'oversold']

   • Purpose: Find stocks that are not overbought and may have room to move up in the short term.
   • Rationale:
     • Your question is about the “best buy for today,” which implies looking for favorable entry timing rather than just good companies.
     • RSI (Relative Strength Index) helps judge whether a stock is overbought (crowded, potentially due for a pullback) or oversold (possibly ready to rebound).
     • By limiting to moderate or oversold RSI, the screener avoids names that are already stretched to the upside and instead focuses on stocks with either:
       • Neutral momentum (moderate RSI), or
       • Potential rebound setups (oversold RSI).
     • If SXC appears in this group, it suggests its current momentum profile is acceptable or potentially attractive for a fresh entry.

2. moving_average_relationship: ['PriceCrossAboveMA5']

   • Purpose: Capture very short-term bullish momentum shifts.
   • Rationale:
     • “Best buy for today” is highly time-sensitive. The 5-day moving average is a very short-term trend indicator.
     • Price crossing above the 5-day moving average is a common technical signal that short-term momentum may be turning upward.
     • Combining this with RSI avoids chasing already-overextended moves while still catching a fresh bullish signal.
     • If SXC has just crossed above its 5-day MA, this filter would flag it as having a potential short-term upside inflection today.

3. region: ['US']

   • Purpose: Restrict the universe to U.S.-listed stocks.
   • Rationale:
     • SXC (SunCoke Energy) is a U.S. company listed on a U.S. exchange, so the relevant comparison universe is U.S. stocks.
     • This prevents noise from foreign exchanges with different trading hours, liquidity, and regulatory environments, keeping the focus on peers that trade alongside SXC.

4. list_exchange: ['XNYS', 'XNAS', 'XASE']

   • Purpose: Limit results to major U.S. exchanges: NYSE, NASDAQ, and NYSE American/Amex.
   • Rationale:
     • These exchanges host the most liquid and widely followed U.S. securities.
     • Ensures you’re comparing SXC to liquid, mainstream names where price action and technical signals are more reliable and execution (getting in and out) is easier.
     • SXC itself trades on NYSE (XNYS), so it fits directly into this universe.

5. one_day_rise_prob: {'min': '55'}

   • Purpose: Include only stocks where a predictive model estimates at least a 55% probability of rising over the next day.
   • Rationale:
     • Your question is explicitly about today, i.e., very short-term performance.
     • This filter uses a quantitative model to tilt the list toward stocks with a statistically higher-than-random chance of going up in the next session.
     • 50% would be a coin flip; 55% sets a hurdle so only names with a meaningful edge are included.
     • If SXC passes this filter, it suggests the model sees a slightly favorable skew to the upside for the immediate term.

6. one_day_predict_return: {'min': '0.5'}

   • Purpose: Require that the model expects at least +0.5% return over the next day.
   • Rationale:
     • A stock might have a >50% chance of going up, but by a trivial amount.
     • Setting a minimum expected gain aligns with the idea of a “best buy,” not just “more likely to be green.”
     • 0.5%+ expected move is modest but meaningful on a one-day horizon; it screens out situations where the upside is too small to matter after trading costs and risk.
     • If SXC meets this bar, it isn’t just likely to rise—its magnitude of expected move is also non-trivial.

Why Results Match Your Question

• You asked for the best buy for today regarding SXC. These filters are designed to evaluate SXC in a very short-term trading context and compare it against similar U.S. stocks:

  • Short-term momentum/timing: PriceCrossAboveMA5 + RSI not overbought.
  • Short-term edge: minimum 55% probability of a one-day rise.
  • Short-term reward: minimum +0.5% predicted one-day return.
  • Proper comparison universe: U.S. major-exchange listings (SXC’s own environment).

• If SXC appears in the results:

  • It means its current technicals and model signals fit the profile of a potentially attractive buy today relative to other U.S. stocks.

• If SXC does not appear:

  • It indicates that, based on these short-term technical and quantitative criteria, today may not be an ideal entry point for SXC compared with other opportunities in the same market.