STRASMORE/EXPLORE 2,170 QUERIES

Median quoted spread by session, regular hours (bps of midpoint)

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 SPCX: The Week It Went Underwater.

as of series 5×3read in context →
Median quoted spread by session, regular hours (bps of midpoint) — 5 rows by 3 columns, computed from US exchange, SIP and OPRA data.
sessionmed_spread_bpsquote_updates
2026-07-063.12417594
2026-07-073.93498486
2026-07-084.07384283
2026-07-093.99341861
2026-07-102.7350334
Rows × columns
5 × 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 Median quoted spread by session, regular hours (bps of midpoint), derived from the stored result.
ColumnTypeRangeNotes
session date 2026-07-06 to 2026-07-10
med_spread_bps number 2.7 to 4.07
quote_updates number 341,861 to 498,486

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
SELECT
    session,
    round(quantileDeterministicIf(0.5)((toFloat64(ask_price) - toFloat64(bid_price)) / ((toFloat64(ask_price) + toFloat64(bid_price)) / 2) * 10000, toUInt64(toUnixTimestamp64Micro(sip_timestamp)), bid_price > 0 AND ask_price >= bid_price), 2) AS med_spread_bps,
    count() AS quote_updates
FROM global_markets.cache_stocks_quotes
WHERE ticker = 'SPCX'
  AND sip_timestamp >= toDateTime64('2026-07-06 13:30:00', 9) AND sip_timestamp < toDateTime64('2026-07-11 00:00:00', 9)
  AND (toHour(sip_timestamp) * 60 + toMinute(sip_timestamp)) BETWEEN 810 AND 1199
GROUP BY toDate(toTimeZone(sip_timestamp, 'America/New_York')) AS session
ORDER BY session

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