Okay the new US stocks and crypto

Screening Filters

1. relative_vol > 1.5

   • Purpose: Find stocks/crypto assets trading with unusually high volume compared with their normal activity.
   • Rationale: For a 5-day profit-focused screen, higher relative volume helps identify instruments with strong attention, liquidity, and the potential for sharp near-term moves. This is often where short-term momentum starts.

2. PriceAboveMA5

   • Purpose: Confirm the asset is trading above its 5-day moving average.
   • Rationale: This suggests very recent price strength and short-term upward momentum. For a brief holding period like 5 days, this helps select names already trending in the right direction.

3. PriceAboveMA20

   • Purpose: Confirm the asset is also above its 20-day moving average.
   • Rationale: This adds a slightly broader trend filter, helping avoid assets that may only be bouncing temporarily. It improves the odds of finding names with a more established upward trend.

4. macd bullish

   • Purpose: Identify assets with positive momentum signals.
   • Rationale: A bullish MACD setup supports the idea that momentum is improving or already strong. This is useful for a short-term screen aimed at capturing continued upside over the next few days.

5. week_price_change_pct >= 0

   • Purpose: Exclude assets that are still down over the past week.
   • Rationale: This keeps the screen focused on assets with at least non-negative recent performance, which aligns with the goal of finding near-term winners rather than weak or recovering names.

Why Results Match:

• The user wants US stocks and crypto with the best possible returns over a 5-day period, so the screen emphasizes short-term momentum, volume expansion, and trend confirmation.
• High relative volume helps surface assets that are getting strong market interest, which often precedes fast moves.
• Price above short- and medium-term moving averages filters for assets already in an upward trend, improving the chance of continued strength.
• Bullish MACD adds another momentum confirmation layer.
• Non-negative weekly performance helps avoid assets that are still weak and less likely to produce immediate follow-through.

Together, these filters are designed to find liquid, actively moving US stocks and crypto assets with bullish short-term momentum, which is the most relevant setup for a 5-day profit-oriented screen.