Top NASDAQ stocks at their top

Screening Filters & Rationale

1. 52-Week High (new_high_low = "52w_High"):

   • Purpose: Identify stocks trading at or near their highest price in the past year.
   • Rationale: Securities making 52-week highs often reflect strong momentum and market leadership, aligning with the goal of finding “top” performers at their peak levels.

2. Weekly Average Turnover ≥ 15,000,000 (weekly_average_turnover = {"min": "15000000"}):

   • Purpose: Ensure selected stocks have high trading liquidity.
   • Rationale: High turnover reduces trading frictions and improves execution quality, which is especially important when targeting fast-moving, high-momentum names.

3. Exchange = NASDAQ (list_exchange = ["XNAS"]):

   • Purpose: Restrict the universe strictly to NASDAQ-listed stocks.
   • Rationale: This keeps the results aligned with the user’s request and focuses on the tech- and growth-heavy NASDAQ market.

4. Price Above 200-Day Moving Average (moving_average_relationship = ["PriceAboveMA200"]):

   • Purpose: Filter for stocks in established long-term uptrends.
   • Rationale: Trading above the 200-day moving average signals sustained strength rather than short-lived price spikes, reinforcing the “top performer” profile.

5. 3-Month Price Change ≥ 40% (quarter_price_change_pct = {"min": "40"}):

   • Purpose: Capture stocks with very strong recent performance.
   • Rationale: A ≥40% gain over the last quarter targets high-momentum leaders that have significantly outperformed the broader market in the short to medium term.