STRASMORE/EXPLORE 2,433 QUERIES

concentration

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 2026-09-20, from best-stocks-for-day-trading-options.

as of ranking 4×3read in context →
concentration — 4 rows by 3 columns, computed from US exchange, SIP and OPRA data.
bucketunderlying_countshare_of_all_contract_volume_pct
top 5525.2
ranks 6 to 201520.5
ranks 21 to 1008027.6
rank 101 and below545326.8
Rows × columns
4 × 3
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 concentration, derived from the stored result.
ColumnTypeRangeNotes
bucket text 4 distinct values
underlying_count number 5 to 5,453 count
share_of_all_contract_volume_pct number 20.5 to 27.6 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.

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.

WITH ranked AS
(
    SELECT
        underlying_symbol                                 AS symbol,
        sum(volume)                                       AS contracts,
        row_number() OVER (ORDER BY sum(volume) DESC)     AS vol_rank
    FROM global_markets.options_greeks
    WHERE date IN
        (
            SELECT date
            FROM global_markets.options_greeks
            WHERE date >= today() - 40
            GROUP BY date
            ORDER BY date DESC
            LIMIT 20
        )
      AND volume > 0
    GROUP BY underlying_symbol
)
SELECT
    multiIf(vol_rank <= 5,   'top 5',
            vol_rank <= 20,  'ranks 6 to 20',
            vol_rank <= 100, 'ranks 21 to 100',
                             'rank 101 and below')       AS bucket,
    count()                                               AS underlying_count,
    round(sum(contracts) / (SELECT sum(contracts) FROM ranked) * 100, 1) AS share_of_all_contract_volume_pct
FROM ranked
GROUP BY bucket
ORDER BY min(vol_rank)
⌘/Ctrl + Enter
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