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Screening Filters

1. Market Capitalization (market_cap: min $1,000,000,000):

   • Purpose: To focus on larger, more established companies with a market cap of at least $1 billion.
   • Rationale: Larger companies tend to have more stable financials and are less prone to extreme volatility compared to smaller-cap stocks. This ensures the results include companies with a solid foundation and potential for sustainable growth.

2. Price-to-Earnings Ratio (pe_ttm: max 20):

   • Purpose: To identify stocks that are relatively undervalued based on their earnings.
   • Rationale: A P/E ratio below 20 is often considered reasonable or undervalued, suggesting the stock may have upside potential if the market recognizes its value. This aligns with the user's interest in stocks with potential for gains.

3. Weekly Average Turnover (weekly_average_turnover: min $1,000,000):

   • Purpose: To filter for stocks with sufficient liquidity.
   • Rationale: Stocks with a high average turnover are actively traded, making it easier to buy or sell without significant price impact. This ensures the user is looking at stocks with healthy trading activity, which can be an indicator of market interest.

4. Relative Volume (relative_vol: min 1.5):

   • Purpose: To identify stocks experiencing higher-than-usual trading activity.
   • Rationale: A relative volume above 1.5 indicates that the stock is currently trading at 1.5 times its average volume, which could signal increased investor interest or news-driven activity. This aligns with the user's interest in stocks with potential upside, as higher volume often precedes price movement.

5. Analyst Action (analyst_action: Upgrade):

   • Purpose: To focus on stocks that have recently received positive attention from analysts.
   • Rationale: Analyst upgrades often reflect improved outlooks for a company, which can lead to increased investor confidence and potential price appreciation. This filter ensures the user is looking at stocks with a favorable sentiment from professionals.

Why Results Match:

• The filters collectively focus on stocks that are fundamentally strong (large market cap, reasonable P/E ratio) and currently experiencing increased market interest (high relative volume, analyst upgrades).
• By including liquidity (weekly average turnover), the results are practical for trading and investing, ensuring the user can act on the opportunities identified.
• These filters are well-suited to finding stocks with a higher probability of upside potential, aligning with the user's query for stocks with potential gains.