STRASMORE/EXPLORE 2,882 QUERIES

schlussminuten

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 2026-10-01, from us-market-volume-by-hour-german-time.

as of series 31×3read in context →
schlussminuten — 31 rows by 3 columns, computed from US exchange, SIP and OPRA data.
berlin_timevolumen_anteil_pctvolumen_mio_aktien
21:301.8137.6
21:311.4129.3
21:321.3728.4
21:331.4730.4
21:341.4931
21:351.5331.7
21:361.4530.1
21:371.3828.7
21:381.429
21:391.5431.9
21:401.6233.7
21:411.5331.8
21:421.5231.5
21:431.5632.4
21:441.6634.4
21:452.1945.4
21:461.7836.9
21:471.9139.6
21:481.8237.7
21:492.0342.1
21:503.7678
21:512.8258.4
21:522.8960
21:532.9360.7
21:544.0183.1
21:555.63116.9
21:564.3590.2
21:575.33110.6
21:587.39153.3
21:5916.31338.2
22:0012.1250.8
Rows × columns
31 × 3
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 schlussminuten, derived from the stored result.
ColumnTypeRangeNotes
berlin_time text 31 distinct values (21:30, 21:31, 21:32…)
volumen_anteil_pct number 1.37 to 16.31 percent
volumen_mio_aktien number 28.4 to 338.2

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.

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.

SELECT
    berlin_time,
    round(100 * minute_volume / sum(minute_volume) OVER (), 2) AS volumen_anteil_pct,
    round(minute_volume / 1e6, 1)                              AS volumen_mio_aktien
FROM
(
    SELECT
        concat(
            leftPad(toString(intDiv(berlin_minute, 60)), 2, '0'), ':',
            leftPad(toString(modulo(berlin_minute, 60)), 2, '0')
        )               AS berlin_time,
        sum(volume)     AS minute_volume
    FROM
    (
        SELECT
            toHour(toTimeZone(window_start, 'Europe/Berlin')) * 60
                + toMinute(toTimeZone(window_start, 'Europe/Berlin')) AS berlin_minute,
            volume
        FROM global_markets.delayed_stocks_minute_aggs
        WHERE ticker IN ('SPY', 'AAPL', 'MSFT', 'NVDA', 'KO')
          AND window_start >= '2026-07-01'
          AND window_start <  '2026-09-26'
    )
    WHERE berlin_minute >= 1290 AND berlin_minute <= 1320
    GROUP BY berlin_time
)
ORDER BY berlin_time
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