How often each stock opened below the prior close

Run it yourself

This is the exact query behind the result above. Change a ticker, a date or a column and run it against the warehouse — no account, no key. The no-signup tier is smaller than the one this page was computed on; a query that reaches past it comes back saying which plan runs it.

WITH sessions AS
(
    SELECT
        ticker,
        date,
        toFloat64(open)  AS open_px,
        toFloat64(close) AS close_px,
        row_number() OVER (PARTITION BY ticker ORDER BY date)     AS session_n,
        row_number() OVER (PARTITION BY ticker ORDER BY date) + 1 AS next_session_n
    FROM global_markets.stocks_daily_aggs
    WHERE ticker IN ('AAPL', 'MSFT', 'NVDA', 'SPY', 'KO')
      AND date >= '2021-08-01'
      AND date <  '2026-08-01'
)
SELECT
    cur.ticker                                                              AS symbol,
    round(100 * countIf(cur.open_px <= prior.close_px * 0.99) / count(), 1) AS opened_1pct_lower_pct,
    round(100 * countIf(cur.open_px <= prior.close_px * 0.97) / count(), 1) AS opened_3pct_lower_pct
FROM sessions AS cur
INNER JOIN sessions AS prior
    ON cur.ticker = prior.ticker
   AND cur.session_n = prior.next_session_n
WHERE (cur.ticker, cur.date) NOT IN
(
    SELECT ticker, execution_date
    FROM global_markets.stocks_splits
)
GROUP BY symbol
ORDER BY opened_1pct_lower_pct DESC