tape_by_symbol
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 2026-10-01, from tape-a-b-and-c-explained.
| ticker | tape_number | tape | plan |
|---|---|---|---|
| GLD | 1 | A | CTA / CQ |
| HYG | 1 | A | CTA / CQ |
| IWM | 1 | A | CTA / CQ |
| JNJ | 1 | A | CTA / CQ |
| KO | 1 | A | CTA / CQ |
| SPY | 1 | A | CTA / CQ |
| XOM | 1 | A | CTA / CQ |
| AAPL | 3 | C | UTP |
| MSFT | 3 | C | UTP |
| NVDA | 3 | C | UTP |
| QQQ | 3 | C | UTP |
| WMT | 3 | C | UTP |
- Rows × columns
- 12 × 4
- Computed
- Completeness
- No missing values
- Source
- US exchange, SIP and OPRA market data
- Licence
- Strasmore terms · free, no signup
What each column holds
| Column | Type | Range | Notes |
|---|---|---|---|
ticker |
text | 12 distinct values (AAPL, GLD, HYG…) | |
tape_number |
number | 1 to 3 | |
tape |
text | 2 distinct values (A, C) | |
plan |
text | 2 distinct values (CTA / CQ, UTP) |
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
ticker,
tape_number,
multiIf(tape_number = 1, 'A', tape_number = 2, 'B', 'C') AS tape,
multiIf(tape_number = 3, 'UTP', 'CTA / CQ') AS plan
FROM
(
SELECT
ticker,
any(tape) AS tape_number
FROM global_markets.stocks_trades
WHERE ticker IN ('AAPL', 'MSFT', 'NVDA', 'QQQ', 'KO', 'JNJ', 'XOM', 'WMT', 'SPY', 'IWM', 'GLD', 'HYG')
AND sip_timestamp >= toDateTime64('2026-09-15 04:00:00', 9, 'UTC')
AND sip_timestamp < toDateTime64('2026-09-16 04:00:00', 9, 'UTC')
GROUP BY ticker
)
ORDER BY tape_number, ticker
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