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Completeness probe: FINRA short-volume file coverage, June 26-30

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 Microstructure Deep-Dive: June 29, 2026.

as of series 3×6read in context →
Completeness probe: FINRA short-volume file coverage, June 26-30 — 3 rows by 6 columns, computed from US exchange, SIP and OPRA data.
datetickersfirst_tickerlast_tickertsla_rowsshort_pct_of_reported
2026-06-2615052AZYME146.89
2026-06-295489ASSUS045.85
2026-06-3015362AZYME148.82
Rows × columns
3 × 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 Completeness probe: FINRA short-volume file coverage, June 26-30, derived from the stored result.
ColumnTypeRangeNotes
date date 2026-06-26 to 2026-06-30
tickers number 5,489 to 15,362
first_ticker text 1 distinct value (A)
last_ticker text 2 distinct values (SSUS, ZYME)
tsla_rows number 0 to 1
short_pct_of_reported number 45.85 to 48.82 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.

the exact SQL behind every number
SELECT
    date,
    uniqExact(ticker) AS tickers,
    min(ticker) AS first_ticker,
    max(ticker) AS last_ticker,
    countIf(ticker = 'TSLA') AS tsla_rows,
    round(100 * sum(short_volume) / sum(total_volume), 2) AS short_pct_of_reported
FROM global_markets.stocks_short_volume
WHERE date BETWEEN '2026-06-26' AND '2026-06-30'
GROUP BY date
ORDER BY date

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