randzeiten_volumen
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.
| berlin_zeit | volumen_anteil_pct | volumen_mrd_aktien |
|---|---|---|
| 10:00 | 0.45 | 0.06 |
| 11:00 | 0.14 | 0.02 |
| 12:00 | 0.16 | 0.02 |
| 13:00 | 0.62 | 0.08 |
| 14:00 | 0.93 | 0.12 |
| 15:00 | 15.61 | 2.08 |
| 16:00 | 16.35 | 2.18 |
| 17:00 | 12.23 | 1.63 |
| 18:00 | 9.94 | 1.33 |
| 19:00 | 8.48 | 1.13 |
| 20:00 | 9.08 | 1.21 |
| 21:00 | 19.29 | 2.58 |
| 22:00 | 5.33 | 0.71 |
| 23:00 | 0.92 | 0.12 |
| 00:00 | 0.29 | 0.04 |
| 01:00 | 0.17 | 0.02 |
- Rows × columns
- 16 × 3
- Computed
- Completeness
- No missing values
- Source
- US exchange, SIP and OPRA market data
- Licence
- Strasmore terms · free, no signup
What each column holds
| Column | Type | Range | Notes |
|---|---|---|---|
berlin_zeit |
text | 16 distinct values (00:00, 01:00, 10:00…) | |
volumen_anteil_pct |
number | 0.14 to 19.29 | percent |
volumen_mrd_aktien |
number | 0.02 to 2.58 |
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_zeit,
round(100 * stunden_volumen / sum(stunden_volumen) OVER (), 2) AS volumen_anteil_pct,
round(stunden_volumen / 1e9, 2) AS volumen_mrd_aktien
FROM
(
SELECT
modulo(berlin_stunde + 14, 24) AS sitzungsordnung,
concat(leftPad(toString(berlin_stunde), 2, '0'), ':00') AS berlin_zeit,
sum(volume) AS stunden_volumen
FROM
(
SELECT
toHour(toTimeZone(window_start, 'Europe/Berlin')) AS berlin_stunde,
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'
)
GROUP BY berlin_stunde, berlin_zeit
)
ORDER BY sitzungsordnung
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