STRASMORE/EXPLORE 3,293 QUERIES
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Do the direction labels agree with the ratio columns?

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 2026-11-01, from Stock Split Calendar From a Free SQL API.

as of ranking 2×4read in context →
Do the direction labels agree with the ratio columns? — 2 rows by 4 columns, computed from US exchange, SIP and OPRA data.
directionsplitsto_above_fromfrom_above_to
forward split7807800
reverse split36255473078
Rows × columns
2 × 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 Do the direction labels agree with the ratio columns?, derived from the stored result.
ColumnTypeRangeNotes
direction text 2 distinct values (forward split, reverse split)
splits number 780 to 3,625
to_above_from number 547 to 780
from_above_to number 0 to 3,078

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
    direction,
    count()                             AS splits,
    countIf(new_shares > old_shares)    AS to_above_from,
    countIf(old_shares > new_shares)    AS from_above_to
FROM
(
    SELECT
        execution_date,
        ticker,
        any(if(adjustment_type = 'forward_split', 'forward split', 'reverse split')) AS direction,
        toFloat64(any(split_to))   AS new_shares,
        toFloat64(any(split_from)) AS old_shares
    FROM global_markets.stocks_splits
    WHERE execution_date >= today() - 1095
      AND split_from > 0
      AND split_to > 0
    GROUP BY execution_date, ticker
)
GROUP BY direction
ORDER BY direction
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