STRASMORE/EXPLORE 3,293 QUERIES

iv

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 2026-11-01, from aapl-stock-for-thai-investors.

as of series 63×4read in context →
iv — 63 rows by 4 columns, computed from US exchange, SIP and OPRA data.
session_dateas_ofatm_iv_pctcontracts
2026-08-0303 Aug 202627.736
2026-08-0404 Aug 20262748
2026-08-0505 Aug 202626.646
2026-08-0606 Aug 202625.648
2026-08-0707 Aug 202624.347
2026-08-1010 Aug 202624.836
2026-08-1111 Aug 202623.855
2026-08-1212 Aug 202623.748
2026-08-1313 Aug 202623.646
2026-08-1414 Aug 202622.647
2026-08-1717 Aug 202623.842
2026-08-1818 Aug 202624.253
2026-08-1919 Aug 202624.947
2026-08-2020 Aug 202624.547
2026-08-2121 Aug 202624.655
2026-08-2424 Aug 202624.845
2026-08-2525 Aug 202624.847
2026-08-2626 Aug 20262548
2026-08-2727 Aug 20262562
2026-08-2828 Aug 202623.963
2026-08-3131 Aug 202624.335
2026-09-0101 Sep 20262556
2026-09-0202 Sep 202625.354
2026-09-0303 Sep 202624.948
2026-09-0404 Sep 202625.256
2026-09-0808 Sep 202626.348
2026-09-0909 Sep 202625.947
2026-09-1010 Sep 202626.655
2026-09-1111 Sep 202624.148
2026-09-1414 Sep 202624.736
2026-09-1515 Sep 202625.547
2026-09-1616 Sep 202625.355
2026-09-1717 Sep 202625.155
2026-09-1818 Sep 20262456
2026-09-2121 Sep 202624.155
2026-09-2222 Sep 202623.553
2026-09-2323 Sep 202623.750
2026-09-2424 Sep 202624.564
2026-09-2525 Sep 202622.867
2026-09-2828 Sep 202624.542
2026-09-2929 Sep 202625.342
2026-09-3030 Sep 202624.842
2026-10-0101 Oct 202625.954
2026-10-0202 Oct 202624.754
2026-10-0505 Oct 202626.132
2026-10-0606 Oct 202625.852
2026-10-0707 Oct 202625.955
2026-10-0808 Oct 202625.654
2026-10-0909 Oct 202625.856
2026-10-1212 Oct 202626.341
2026-10-1313 Oct 202626.356
2026-10-1414 Oct 20262654
2026-10-1515 Oct 202627.454
2026-10-1616 Oct 202628.347
2026-10-1919 Oct 20262754
2026-10-2020 Oct 202627.546
2026-10-2121 Oct 202626.853
2026-10-2222 Oct 202627.668
2026-10-2323 Oct 202627.360
2026-10-2626 Oct 20262854
2026-10-2727 Oct 202627.654
2026-10-2828 Oct 202626.653
2026-10-2929 Oct 202626.666
Rows × columns
63 × 4
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 iv, derived from the stored result.
ColumnTypeRangeNotes
session_date date 2026-08-03 to 2026-10-29
as_of text 63 distinct values (01 Oct 2026, 01 Sep 2026, 02 Oct 2026…)
atm_iv_pct number 22.6 to 28.3 percent
contracts number 32 to 68 count

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
    toString(date)                                       AS session_date,
    formatDateTime(date, '%d %b %Y')                     AS as_of,
    round(avg(toFloat64(implied_volatility)) * 100, 1)   AS atm_iv_pct,
    count()                                              AS contracts
FROM global_markets.options_greeks
WHERE underlying_symbol = 'AAPL'
  AND date >= today() - 90
  AND iv_converged = 1
  AND volume > 0
  AND days_to_expiry BETWEEN 20 AND 45
  AND abs(toFloat64(strike_price) / toFloat64(underlying_close) - 1) < 0.05
GROUP BY date
HAVING count() >= 5
ORDER BY date
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