STRASMORE/EXPLORE 2,749 QUERIES

tape_volume

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 2026-09-28, from compressing-market-data-zstd-vs-gzip.

as of ranking 5×3read in context →
tape_volume — 5 rows by 3 columns, computed from US exchange, SIP and OPRA data.
tickertrades_labelmegabytes_at_64b_row
NVDA2.00 million121.9
AAPL688.37 thousand42
SPY495.56 thousand30.2
MSFT399.64 thousand24.4
KO236.18 thousand14.4
Rows × columns
5 × 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 tape_volume, derived from the stored result.
ColumnTypeRangeNotes
ticker text 5 distinct values (AAPL, KO, MSFT…)
trades_label text 5 distinct values
megabytes_at_64b_row number 14.4 to 121.9

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
    ticker,
    formatReadableQuantity(count())    AS trades_label,
    round(count() * 64 / 1048576, 1)   AS megabytes_at_64b_row
FROM global_markets.stocks_trades
WHERE ticker IN ('AAPL', 'MSFT', 'NVDA', 'SPY', 'KO')
  AND sip_timestamp >= toDateTime64('2026-09-15 04:00:00', 9, 'UTC')
  AND sip_timestamp <  toDateTime64('2026-09-16 04:00:00', 9, 'UTC')
GROUP BY ticker
ORDER BY megabytes_at_64b_row DESC
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