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Debut-day quoted spread by hour: the seasoning process, hour zero

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 SK Hynix's Nasdaq Debut, Measured.

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Debut-day quoted spread by hour: the seasoning process, hour zero — 5 rows by 4 columns, computed from US exchange, SIP and OPRA data.
et_hourmed_spread_bpsquote_updatestwo_sided_updates
11109716596654
125.88990189290
135.24698046964
145.34348943482
154.14968549616
Rows × columns
5 × 4
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 Debut-day quoted spread by hour: the seasoning process, hour zero, derived from the stored result.
ColumnTypeRangeNotes
et_hour number 11 to 15
med_spread_bps number 4.1 to 10
quote_updates number 43,489 to 97,165
two_sided_updates number 43,482 to 96,654

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
    toHour(toTimeZone(sip_timestamp, 'America/New_York')) AS et_hour,
    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), 1) AS med_spread_bps,
    count() AS quote_updates,
    countIf(bid_price > 0 AND ask_price > bid_price) AS two_sided_updates
FROM global_markets.cache_stocks_quotes
WHERE ticker = 'SKHYV'
  AND sip_timestamp >= toDateTime64('2026-07-10 13:30:00', 9) AND sip_timestamp < toDateTime64('2026-07-10 20:00:00', 9)
  AND (toHour(sip_timestamp) * 60 + toMinute(sip_timestamp)) BETWEEN 810 AND 1199
GROUP BY et_hour
HAVING countIf(bid_price > 0 AND ask_price > bid_price) > 0
ORDER BY et_hour

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