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Every weekday month-end since 2020 with fewer than 1,000 filings: count, companies touched, and the neighbouring days' average

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 SEC EDGAR Index Gap: the Missing Month-Ends.

as of table 6×6read in context →
Every weekday month-end since 2020 with fewer than 1,000 filings: count, companies touched, and the neighbouring days' average — 6 rows by 6 columns, computed from US exchange, SIP and OPRA data.
month_endfilingscompaniesneighbour_day_avgpct_of_normallast_row_arrived
2021-05-3100330201970-01-01
2021-12-3111329902026-03-16
2025-04-30928500486719.12026-03-16
2026-03-31554746311.22026-04-02
2026-04-30342953090.62026-05-02
2026-06-30312744440.72026-07-02
Rows × columns
6 × 6
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 Every weekday month-end since 2020 with fewer than 1,000 filings: count, companies touched, and the neighbouring days' average, derived from the stored result.
ColumnTypeRangeNotes
month_end date 2021-05-31 to 2026-06-30
filings number 0 to 928
companies number 0 to 500
neighbour_day_avg number 3,299 to 5,309
pct_of_normal number 0 to 19.1 percent
last_row_arrived date 1970-01-01 to 2026-07-02

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
WITH daily AS (
    SELECT
        filing_date,
        uniqExact(accession_number) AS filings,
        uniqExact(cik) AS companies,
        max(_ingest_time) AS last_arrived
    FROM global_markets.stocks_sec_edgar_index
    WHERE filing_date >= toDate('2019-12-20') AND filing_date <= toDate('2026-07-06')
    GROUP BY filing_date
),
month_ends AS (
    SELECT arrayJoin(arrayMap(i -> toLastDayOfMonth(addMonths(toDate('2020-01-01'), i)), range(78))) AS me
),
sparse AS (
    SELECT
        e.me AS me,
        toUInt32(ifNull(d.filings, 0)) AS filings,
        toUInt32(ifNull(d.companies, 0)) AS companies,
        d.last_arrived AS last_arrived
    FROM month_ends AS e
    LEFT JOIN daily AS d ON d.filing_date = e.me
    WHERE toDayOfWeek(e.me) <= 5 AND toUInt32(ifNull(d.filings, 0)) < 1000
)
SELECT
    toString(s.me) AS month_end,
    any(s.filings) AS filings,
    any(s.companies) AS companies,
    toUInt32(round(avgIf(n.filings, abs(dateDiff('day', n.filing_date, s.me)) <= 5 AND n.filing_date != s.me))) AS neighbour_day_avg,
    round(100 * any(s.filings) / avgIf(n.filings, abs(dateDiff('day', n.filing_date, s.me)) <= 5 AND n.filing_date != s.me), 1) AS pct_of_normal,
    toString(toDate(any(s.last_arrived))) AS last_row_arrived
FROM sparse AS s
CROSS JOIN daily AS n
GROUP BY s.me
ORDER BY s.me

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More from this analysisSEC EDGAR Index Gap: the Missing Month-Ends
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