STRASMORE/EXPLORE 2,749 QUERIES

pay_lag

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 2026-09-28, from us-dividend-taxes-for-ukrainian-investors.

as of ranking 5×4read in context →
pay_lag — 5 rows by 4 columns, computed from US exchange, SIP and OPRA data.
tickeravg_days_ex_to_paymin_days_ex_to_paymax_days_ex_to_pay
XOM26.12427
PG25.72128
KO16.81419
JNJ14.51418
MCD14.21415
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 pay_lag, derived from the stored result.
ColumnTypeRangeNotes
ticker text 5 distinct values (JNJ, KO, MCD…)
avg_days_ex_to_pay number 14.2 to 26.1
min_days_ex_to_pay number 14 to 24
max_days_ex_to_pay number 15 to 28

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
    ticker,
    round(avg(days_to_pay), 1) AS avg_days_ex_to_pay,
    min(days_to_pay)           AS min_days_ex_to_pay,
    max(days_to_pay)           AS max_days_ex_to_pay
FROM
(
    SELECT
        ticker,
        dateDiff('day', any(ex_dividend_date), any(pay_date)) AS days_to_pay
    FROM global_markets.stocks_dividends
    WHERE ticker IN ('KO', 'JNJ', 'PG', 'MCD', 'XOM')
      AND currency = 'USD'
      AND ex_dividend_date >= today() - 1095
      AND ex_dividend_date <  today()
      AND pay_date >= ex_dividend_date
    GROUP BY ticker, id
)
GROUP BY ticker
ORDER BY avg_days_ex_to_pay DESC
⌘/Ctrl + Enter

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