Raw vs SIP-counted volume, applying the derived exclusion set
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 2026-07-26, from Microstructure Deep-Dive: June 29, 2026.
- Rows × columns
- 1 × 4
- 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 |
|---|---|---|---|
raw_shares_bn |
number | every row is 24.79 | count |
matched_shares_bn |
number | every row is 20.66 | count |
excluded_shares_bn |
number | every row is 4.13 | count |
excluded_prints |
number | every row is 91,175 |
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
round(toFloat64(sum(size)) / 1e9, 2) AS raw_shares_bn,
round(toFloat64(sumIf(size, NOT hasAny(conditions, [15, 16, 38]))) / 1e9, 2) AS matched_shares_bn,
round(toFloat64(sumIf(size, hasAny(conditions, [15, 16, 38]))) / 1e9, 2) AS excluded_shares_bn,
countIf(hasAny(conditions, [15, 16, 38])) AS excluded_prints
FROM global_markets.stocks_trades
WHERE sip_timestamp >= '2026-06-29 00:00:00' AND sip_timestamp < '2026-06-30 00:00:00'
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