Best stock to trade this week

Screening Filters

1. Market Cap ≥ $10B ('market_cap': {'min': '10000000000'})

   • Purpose: Focus on larger, more established companies.
   • Rationale: For a short-term trade “this week,” you typically want stocks that are less prone to wild, news-driven swings and manipulation. Large-cap stocks:
     • Have more analyst coverage and institutional participation.
     • Tend to move more predictably than tiny speculative names.
     • Are generally safer to trade with size because of deeper markets.

2. Monthly Average Dollar Volume ≥ $3M ('monthly_average_dollar_volume': {'min': '3000000'})

   • Purpose: Ensure sufficient liquidity for entering and exiting trades.
   • Rationale: High dollar volume means:
     • Tight bid-ask spreads, reducing trading costs.
     • Enough trading activity so your orders don’t move the market.
     • Easier execution, which is crucial for short-term trading where timing matters.

3. Price Above 20-Day and 200-Day Moving Averages
   ('moving_average_relationship': ['PriceAboveMA20', 'PriceAboveMA200'])

   • Purpose: Target stocks in confirmed uptrends on both short- and long-term horizons.
   • Rationale:
     • Above MA200: Indicates a longer-term uptrend or at least a non-bearish regime. You avoid names in structural downtrends.
     • Above MA20: Shows short-term strength; price is currently behaving well within its recent range.
     • Combining both aligns entries with the trend instead of fighting it—important for a one-week trade where you want momentum on your side.

4. 1-Week Price Change +5% to +15%
   ('week_price_change_pct': {'min': '5', 'max': '15'})

   • Purpose: Find stocks already showing strength but not yet “blown out.”
   • Rationale:
     • A minimum +5% move in the last week indicates the stock is “in play” with active buying interest and momentum.
     • A maximum +15% cap avoids names that may be overextended, where the risk of a near-term pullback is higher after a big spike.
     • This range balances momentum (needed for a near-term trade) with risk control (avoiding extreme moves that can quickly reverse).

5. Estimated 1-Week Rise Probability ≥ 70%
   ('one_week_rise_prob': {'min': '70'})

   • Purpose: Prioritize stocks with a historically favorable short-term return profile.
   • Rationale:
     • This is likely based on a quantitative model that looks at past behavior under similar conditions (trend, volatility, etc.) and estimates the chance the stock will be higher one week from now.
     • A threshold of 70% doesn’t guarantee gains, but it focuses on situations where the historical odds of a positive week are meaningfully in your favor—directly aligned with your “this week” time frame.

Why Results Match Your Request (“Best stock to trade this week”)

• The screen focuses on tradability: large caps and high dollar volume make it practical to enter and exit quickly, which is essential for a one-week trade.
• It emphasizes uptrends and positive momentum (price above MA20 & MA200, recent 5–15% move), which is what short-term traders usually look for when trying to capture gains within days.
• The 1-week rise probability filter directly targets names with statistically better odds of being higher next week, fitting your specific time horizon.
• Together, these filters narrow the universe to liquid, established, trending stocks with favorable near-term probabilities, which is a structured way to approximate “best stocks to trade this week” from a risk-adjusted standpoint.