STRASMORE/EXPLORE 2,469 QUERIES

expiry_ladder

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 2026-09-22, from eurex-option-codes-odax-odap-oesx.

as of ranking 5×3read in context →
expiry_ladder — 5 rows by 3 columns, computed from US exchange, SIP and OPRA data.
expiry_bucketcontracts_tradedshare_pct
1231080350.4
53793428.3
61284202.8
71063662.3
8 or more165834236.2
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 expiry_ladder, derived from the stored result.
ColumnTypeRangeNotes
expiry_bucket text 5 distinct values (1, 5, 6…)
contracts_traded number 106,366 to 2,310,803 count
share_pct number 2.3 to 50.4 percent

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.

WITH spy AS
(
    SELECT
        days_to_expiry,
        volume
    FROM global_markets.options_greeks
    WHERE underlying_symbol = 'SPY'
      AND date = '2026-06-17'
      AND volume > 0
      AND days_to_expiry >= 0
)
SELECT
    if(days_to_expiry >= 8, '8 or more', toString(days_to_expiry)) AS expiry_bucket,
    sum(volume)                                                    AS contracts_traded,
    round(100 * sum(volume) / (SELECT sum(volume) FROM spy), 1)    AS share_pct
FROM spy
GROUP BY expiry_bucket
ORDER BY min(days_to_expiry)
⌘/Ctrl + Enter
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