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Median days from ex-date to pay date, fixed baskets of twelve names per sector, trailing two years

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 2026-10-04, from Upcoming Dividend Payment Dates: Next 2 Weeks.

as of table 7×5read in context →
Median days from ex-date to pay date, fixed baskets of twelve names per sector, trailing two years — 7 rows by 5 columns, computed from US exchange, SIP and OPRA data.
sectormedian_gap_daysshortest_gap_dayslongest_gap_dayspayouts_counted
REITs15835107
Utilities21104196
Tech1433696
Banks and financials21143994
Consumer staples24143693
Healthcare2284296
Energy1795796
Rows × columns
7 × 5
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 days from ex-date to pay date, fixed baskets of twelve names per sector, trailing two years, derived from the stored result.
ColumnTypeRangeNotes
sector text 7 distinct values
median_gap_days number 14 to 24
shortest_gap_days number 3 to 14
longest_gap_days number 35 to 57
payouts_counted number 93 to 107

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
    sector,
    quantileExact(0.5)(gap_days)   AS median_gap_days,
    min(gap_days)                  AS shortest_gap_days,
    max(gap_days)                  AS longest_gap_days,
    count()                        AS payouts_counted
FROM
(
    SELECT
        multiIf(
            ticker IN ('O', 'PLD', 'AMT', 'SPG', 'WELL', 'PSA', 'EQIX', 'DLR', 'VICI', 'CCI', 'AVB', 'EQR'),      'REITs',
            ticker IN ('DUK', 'SO', 'NEE', 'D', 'AEP', 'XEL', 'ED', 'EXC', 'SRE', 'PEG', 'WEC', 'ETR'),          'Utilities',
            ticker IN ('AAPL', 'MSFT', 'AVGO', 'CSCO', 'ORCL', 'TXN', 'QCOM', 'IBM', 'ADP', 'ACN', 'ADI', 'INTU'), 'Tech',
            ticker IN ('JPM', 'BAC', 'WFC', 'C', 'GS', 'MS', 'USB', 'PNC', 'TFC', 'BLK', 'AXP', 'SCHW'),          'Banks and financials',
            ticker IN ('KO', 'PEP', 'PG', 'WMT', 'COST', 'MDLZ', 'CL', 'KMB', 'PM', 'MO', 'GIS', 'HSY'),          'Consumer staples',
            ticker IN ('JNJ', 'PFE', 'MRK', 'ABBV', 'ABT', 'LLY', 'AMGN', 'BMY', 'MDT', 'GILD', 'CVS', 'UNH'),    'Healthcare',
            ticker IN ('XOM', 'CVX', 'COP', 'EOG', 'SLB', 'KMI', 'WMB', 'OKE', 'PSX', 'VLO', 'MPC', 'DVN'),       'Energy',
            'other')                                         AS sector,
        dateDiff('day', ex_dividend_date, pay_date)          AS gap_days
    FROM global_markets.stocks_dividends
    WHERE ex_dividend_date >= today() - 730
      AND ex_dividend_date <  today()
      AND pay_date > ex_dividend_date
      AND cash_amount > 0
    GROUP BY ticker, ex_dividend_date, pay_date
)
WHERE sector != 'other'
GROUP BY sector
ORDER BY indexOf(['REITs', 'Utilities', 'Tech', 'Banks and financials', 'Consumer staples', 'Healthcare', 'Energy'], sector)
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