STRASMORE/EXPLORE 2,170 QUERIES

Shares held short against average daily volume, large dividend payers

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 2026-08-22, from Can You Sell on the Ex-Dividend Date?.

as of ranking 8×4read in context →
Shares held short against average daily volume, large dividend payers — 8 rows by 4 columns, computed from US exchange, SIP and OPRA data.
tickeras_ofshares_short_millionsavg_volume_millions
AAPLJul 31, 2026141.6158.4
MSFTJul 31, 202681.3140.02
KOJul 31, 202644.8218.76
XOMJul 31, 202642.3514.39
PEPJul 31, 202629.398.18
PGJul 31, 202627.118.35
JNJJul 31, 202625.418.5
CVXJul 31, 202620.257.37
Rows × columns
8 × 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 Shares held short against average daily volume, large dividend payers, derived from the stored result.
ColumnTypeRangeNotes
ticker text 8 distinct values (AAPL, CVX, JNJ…)
as_of text 1 distinct value (Jul 31, 2026)
shares_short_millions number 20.25 to 141.61 count
avg_volume_millions number 7.37 to 58.4 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.

the exact SQL behind every number
SELECT
    ticker,
    formatDateTime(max(settlement_date), '%b %e, %Y')         AS as_of,
    round(argMax(short_interest, settlement_date) / 1e6, 2)   AS shares_short_millions,
    round(argMax(avg_daily_volume, settlement_date) / 1e6, 2) AS avg_volume_millions
FROM global_markets.stocks_short_interest
WHERE ticker IN ('AAPL', 'MSFT', 'JNJ', 'KO', 'PG', 'XOM', 'CVX', 'PEP')
  AND settlement_date >= today() - 150
  AND short_interest > 0
GROUP BY ticker
ORDER BY shares_short_millions DESC

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