Best short term investments

Screening Filters

1. Market Cap ≥ $300M ('market_cap': {'min': '300000000'})

   • Purpose: Focus on more established, reasonably liquid companies.
   • Rationale: For “short‑term investments,” you generally want stocks you can enter and exit efficiently without huge price slippage. Setting a $300M minimum removes very tiny/micro-cap names that tend to be illiquid and extremely volatile, which are riskier and harder to trade quickly.

2. Market Cap Category = Large, Mid, Small ('market_cap_category': ['large', 'mid', 'small'])

   • Purpose: Stay within the mainstream investable universe while still allowing a range of company sizes.
   • Rationale:
     • Large caps = typically more stable, high-liquidity names suited for short-term trading.
     • Mid and small caps = can offer stronger short-term moves, which some investors seek for near-term upside.
       Including all three (while excluding micro/nano-caps via the $300M minimum) balances liquidity, quality, and potential price movement.

3. Price Above 20-Day Moving Average ('moving_average_relationship': ['PriceAboveMA20'])

   • Purpose: Find stocks in a short-term uptrend.
   • Rationale: A 20-day moving average is a common short-term trend indicator. When the price is above this level, it often signals positive momentum and buying interest. For short-term investments, it’s generally more favorable to focus on stocks already exhibiting upward price action rather than those in clear downtrends.

4. Region = US ('region': ['US'])

   • Purpose: Restrict results to U.S. companies.
   • Rationale: Directly matches your request for “the US stock market” by excluding foreign listings and ADRs, focusing solely on U.S.-domiciled equities.

5. Exchange = NYSE, NASDAQ, AMEX ('list_exchange': ['XNYS', 'XNAS', 'XASE'])

   • Purpose: Limit to the main U.S. stock exchanges.
   • Rationale: NYSE, NASDAQ, and AMEX host the vast majority of well-followed, liquid U.S. stocks. This supports short-term trading by:
     • Ensuring tighter bid/ask spreads
     • Better execution quality
     • More reliable price discovery than on smaller, less regulated venues.

6. Predicted 1-Week Return ≥ 0% ('one_week_predict_return': {'min': '0'})

   • Purpose: Filter for stocks where the model’s forecast is at least non-negative over the next week.
   • Rationale: For “best short-term investments,” the focus is on positive near-term potential. This filter removes names where the forecasting model expects negative performance in the next week, leaving you with candidates that the model sees as neutral-to-positive in the very short term.
   • Note: No model can guarantee outcomes, but this tries to tilt the list toward more favorable short-term prospects.

Why Results Match Your Request

• You asked for short-term investments:
  • Using PriceAboveMA20 and a 1-week predicted return ≥ 0% focuses on near-term momentum and model-estimated short-term performance.
• You specified the US stock market:
  • Region = US and NYSE/NASDAQ/AMEX filters ensure you only see mainstream U.S.-listed stocks.
• You likely want practical, tradable ideas, not illiquid penny stocks:
  • The $300M+ market cap threshold and focus on major exchanges help ensure better liquidity, lower transaction frictions, and more reliable pricing—critical for short-term trading.