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The 21 sessions: close, close-over-close change, full-day volume

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 2026-07-13, from MU: The Biggest Tape of June 2026.

as of series 21×4read in context →
The 21 sessions: close, close-over-close change, full-day volume — 21 rows by 4 columns, computed from US exchange, SIP and OPRA data.
et_dateclose_usdchange_pctshares_m
2026-06-011034.83None43.7
2026-06-021064.082.843
2026-06-031079.561.537.5
2026-06-04997.17-7.651.6
2026-06-05864.01-13.471.3
2026-06-08949.479.950.5
2026-06-09935.89-1.470.2
2026-06-10891.5-4.752.8
2026-06-11995.6511.753.7
2026-06-12980.71-1.538.9
2026-06-151087.810.939.8
2026-06-161020.83-6.241.6
2026-06-171041.41243.4
2026-06-181132.018.748.2
2026-06-221211.2746.3
2026-06-231051.42-13.254
2026-06-241048.5-0.364.6
2026-06-251214.5915.877.2
2026-06-261122.92-7.558.8
2026-06-291145257.8
2026-06-301151.010.537.1
Rows × columns
21 × 4
Period covered
to
Computed
Completeness
Some fields are partly empty — see the columns below
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 The 21 sessions: close, close-over-close change, full-day volume, derived from the stored result.
ColumnTypeRangeNotes
et_date date 2026-06-01 to 2026-06-30
close_usd number 864.01 to 1,214.59 US dollars
change_pct number -13.4 to 15.8 percent · 20 of 21 rows populated
shares_m number 37.1 to 77.2 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 et_date, close_usd,
    round(if(prev_close = 0, NULL, (close_usd / prev_close - 1) * 100), 1) AS change_pct,
    shares_m
FROM (
    SELECT et_date, close_usd, shares_m,
           lagInFrame(close_usd) OVER (ORDER BY et_date ASC ROWS BETWEEN 1 PRECEDING AND CURRENT ROW) AS prev_close
    FROM (
        SELECT toDate(toTimeZone(window_start, 'America/New_York')) AS et_date,
            round(argMaxIf(toFloat64(close), window_start, (toHour(window_start) * 60 + toMinute(window_start)) BETWEEN 810 AND 1199), 2) AS close_usd,
            round(toFloat64(sum(volume)) / 1e6, 1) AS shares_m
        FROM global_markets.delayed_stocks_minute_aggs
        WHERE ticker = 'MU'
          AND window_start >= toDateTime('2026-06-01 00:00:00') AND window_start < toDateTime('2026-07-01 00:00:00')
        GROUP BY et_date
    )
)
ORDER BY et_date

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