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AAPL realized volatility: 20-session against 60-session lookback

Answered against 22 years of US equities and 12 years of US options data and published with the query that produced it. This result is stored as of 2026-08-22, from Historical Volatility vs Implied Volatility.

as of series 72×3read in context →
AAPL realized volatility: 20-session against 60-session lookback — 72 rows by 3 columns, computed from US exchange, SIP and OPRA data.
datehv_20d_pcthv_60d_pct
2025-10-1325.625.9
2025-10-1625.725.9
2025-10-2123.227.2
2025-10-2423.327.1
2025-10-2924.426.6
2025-11-0324.523
2025-11-0623.522.7
2025-11-1119.823
2025-11-1419.322.5
2025-11-1914.622.8
2025-11-2414.923.3
2025-11-2814.922
2025-12-031621.9
2025-12-081720.6
2025-12-1115.320.6
2025-12-1614.718.1
2025-12-1914.817.8
2025-12-2412.617.9
2025-12-3010.817.8
2026-01-059.918.1
2026-01-0811.516.6
2026-01-1311.516.5
2026-01-1610.614.2
2026-01-2215.415.3
2026-01-2719.716
2026-01-3020.216.1
2026-02-0425.118.8
2026-02-0925.418.5
2026-02-1231.921.3
2026-02-1831.722.5
2026-02-2332.622.2
2026-02-2631.722.7
2026-03-0330.923.3
2026-03-0629.423.3
2026-03-1129.423.4
2026-03-1624.224
2026-03-1921.424.2
2026-03-241924.2
2026-03-2716.224.5
2026-04-012025.2
2026-04-072125.3
2026-04-1021.325.7
2026-04-1521.726.2
2026-04-2022.425.9
2026-04-2325.826.2
2026-04-2825.626.4
2026-05-0126.125.5
2026-05-0625.626
2026-05-112624
2026-05-142422.8
2026-05-1920.522.5
2026-05-2218.522.2
2026-05-281721
2026-06-0217.821.8
2026-06-0518.622.3
2026-06-1023.323.1
2026-06-1524.723.4
2026-06-1824.923.4
2026-06-2424.223.3
2026-06-2934.427
2026-07-0238.728.7
2026-07-0838.128.6
2026-07-1335.228.1
2026-07-1636.928.7
2026-07-2137.628.2
2026-07-2429.728.8
2026-07-2927.728.3
2026-08-0337.532.5
2026-08-063832.5
2026-08-1138.432.6
2026-08-1434.832.7
2026-08-1935.732.9
Rows × columns
72 × 3
Period covered
to
Computed
Completeness
No missing values
Source
US exchange, SIP and OPRA market data
Licence
Strasmore terms · free, no signup
Formats
JSON · CSV · the SQL below

What each column holds

Column definitions for AAPL realized volatility: 20-session against 60-session lookback, derived from the stored result.
ColumnTypeRangeNotes
date date 2025-10-13 to 2026-08-19
hv_20d_pct number 9.9 to 38.7 percent
hv_60d_pct number 14.2 to 32.9 percent

Computed from Strasmore's warehouse of US exchange, SIP and OPRA market data. Equity prices are delayed; options greeks and implied volatility are end-of-day. This result is stored, not recomputed on load — it is exactly the numbers that were returned on , and the query below is what returned them.

the exact SQL behind every number
WITH
    daily AS
    (
        SELECT
            date             AS session_date,
            toFloat64(close) AS close_px,
            lagInFrame(toFloat64(close)) OVER
                (ORDER BY date ROWS BETWEEN 1 PRECEDING AND CURRENT ROW) AS prev_close
        FROM global_markets.stocks_daily_aggs
        WHERE ticker = 'AAPL'
          AND date >= today() - 400
          AND date <  today()
    ),
    returns AS
    (
        SELECT
            session_date,
            log(close_px / prev_close)                AS r,
            row_number() OVER (ORDER BY session_date) AS n
        FROM daily
        WHERE prev_close > 0
    ),
    rolling AS
    (
        SELECT
            session_date,
            n,
            round(100 * sqrt(252) * stddevSamp(r) OVER
                (ORDER BY n ROWS BETWEEN 19 PRECEDING AND CURRENT ROW), 1) AS hv_20d_pct,
            round(100 * sqrt(252) * stddevSamp(r) OVER
                (ORDER BY n ROWS BETWEEN 59 PRECEDING AND CURRENT ROW), 1) AS hv_60d_pct
        FROM returns
    )
SELECT
    toString(session_date) AS date,
    hv_20d_pct,
    hv_60d_pct
FROM rolling
WHERE n >= 60
  AND (n % 3) = 0
ORDER BY date

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