trace_aapl
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 2026-09-28, from stochastic-oscillator-explained.
| date | k_fast_pct | k_slow_pct | d_slow_pct |
|---|---|---|---|
| 2026-05-01 | 76.4 | 74.4 | 72 |
| 2026-05-04 | 64.7 | 72.4 | 73.5 |
| 2026-05-05 | 88.3 | 76.5 | 74.4 |
| 2026-05-06 | 97.8 | 83.6 | 77.5 |
| 2026-05-07 | 82.7 | 89.6 | 83.2 |
| 2026-05-08 | 95.1 | 91.9 | 88.3 |
| 2026-05-11 | 93 | 90.3 | 90.6 |
| 2026-05-12 | 98.4 | 95.5 | 92.6 |
| 2026-05-13 | 94.3 | 95.2 | 93.7 |
| 2026-05-14 | 92.4 | 95.1 | 95.3 |
| 2026-05-15 | 91.8 | 92.8 | 94.4 |
| 2026-05-18 | 85.2 | 89.8 | 92.6 |
| 2026-05-19 | 87.9 | 88.3 | 90.3 |
| 2026-05-20 | 96.6 | 89.9 | 89.3 |
| 2026-05-21 | 98.2 | 94.3 | 90.8 |
| 2026-05-22 | 92.6 | 95.8 | 93.3 |
| 2026-05-26 | 88.7 | 93.2 | 94.4 |
| 2026-05-27 | 91.2 | 90.8 | 93.3 |
| 2026-05-28 | 96.8 | 92.2 | 92.1 |
| 2026-05-29 | 88.1 | 92 | 91.7 |
| 2026-06-01 | 61.3 | 82.1 | 88.8 |
| 2026-06-02 | 98.9 | 82.8 | 85.6 |
| 2026-06-03 | 69.7 | 76.6 | 80.5 |
| 2026-06-04 | 74.1 | 80.9 | 80.1 |
| 2026-06-05 | 56.4 | 66.7 | 74.7 |
| 2026-06-08 | 24.7 | 51.7 | 66.4 |
| 2026-06-09 | 9.4 | 30.1 | 49.5 |
| 2026-06-10 | 14 | 16 | 32.6 |
| 2026-06-11 | 27.5 | 16.9 | 21 |
| 2026-06-12 | 12.5 | 18 | 17 |
| 2026-06-15 | 30.1 | 23.4 | 19.4 |
| 2026-06-16 | 39.5 | 27.4 | 22.9 |
| 2026-06-17 | 28.5 | 32.7 | 27.8 |
| 2026-06-18 | 35.4 | 34.5 | 31.5 |
| 2026-06-22 | 32.1 | 32 | 33.1 |
| 2026-06-23 | 23.1 | 30.2 | 32.2 |
| 2026-06-24 | 19 | 24.7 | 29 |
| 2026-06-25 | 3.2 | 15.1 | 23.3 |
| 2026-06-26 | 23 | 15.1 | 18.3 |
| 2026-06-29 | 27.9 | 18 | 16.1 |
| 2026-06-30 | 54.4 | 35.1 | 22.7 |
| 2026-07-01 | 72 | 51.4 | 34.8 |
| 2026-07-02 | 97.8 | 74.7 | 53.8 |
| 2026-07-06 | 96.2 | 88.6 | 71.6 |
| 2026-07-07 | 88.4 | 94.1 | 85.8 |
| 2026-07-08 | 95 | 93.2 | 92 |
| 2026-07-09 | 99.3 | 94.2 | 93.9 |
| 2026-07-10 | 96.3 | 96.9 | 94.8 |
| 2026-07-13 | 87.6 | 94.4 | 95.2 |
| 2026-07-14 | 82.7 | 88.9 | 93.4 |
| 2026-07-15 | 97.8 | 89.4 | 90.9 |
| 2026-07-16 | 97.7 | 92.7 | 90.3 |
| 2026-07-17 | 97.7 | 97.7 | 93.3 |
| 2026-07-20 | 84.5 | 93.3 | 94.6 |
| 2026-07-21 | 84.2 | 88.8 | 93.3 |
| 2026-07-22 | 78 | 82.2 | 88.1 |
| 2026-07-23 | 52.4 | 71.5 | 80.8 |
| 2026-07-24 | 92.9 | 74.4 | 76.1 |
| 2026-07-27 | 91.8 | 79 | 75 |
| 2026-07-28 | 91.9 | 92.2 | 81.9 |
| 2026-07-29 | 80.5 | 88.1 | 86.4 |
| 2026-07-30 | 65.9 | 79.4 | 86.6 |
| 2026-07-31 | 20 | 55.4 | 74.3 |
| 2026-08-03 | 7.7 | 31.2 | 55.4 |
| 2026-08-04 | 21 | 16.2 | 34.3 |
| 2026-08-05 | 24.7 | 17.8 | 21.7 |
| 2026-08-06 | 27.8 | 24.5 | 19.5 |
| 2026-08-07 | 29.9 | 27.5 | 23.3 |
| 2026-08-10 | 18.5 | 25.4 | 25.8 |
| 2026-08-11 | 11 | 19.8 | 24.2 |
| 2026-08-12 | 5 | 11.5 | 18.9 |
| 2026-08-13 | 11.8 | 9.3 | 13.5 |
| 2026-08-14 | 13.3 | 10.1 | 10.3 |
| 2026-08-17 | 12.5 | 12.5 | 10.6 |
| 2026-08-18 | 28.9 | 18.2 | 13.6 |
| 2026-08-19 | 87.3 | 42.9 | 24.6 |
| 2026-08-20 | 54.4 | 56.9 | 39.3 |
| 2026-08-21 | 44.5 | 62.1 | 54 |
| 2026-08-24 | 49.6 | 49.5 | 56.2 |
| 2026-08-25 | 47.3 | 47.2 | 52.9 |
| 2026-08-26 | 65.3 | 54.1 | 50.3 |
| 2026-08-27 | 71.1 | 61.3 | 54.2 |
| 2026-08-28 | 87.8 | 74.7 | 63.4 |
| 2026-08-31 | 74.7 | 77.8 | 71.3 |
- Rows × columns
- 84 × 4
- Period covered
- to
- 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 |
|---|---|---|---|
date |
date | 2026-05-01 to 2026-08-31 | |
k_fast_pct |
number | 3.2 to 99.3 | percent |
k_slow_pct |
number | 9.3 to 97.7 | percent |
d_slow_pct |
number | 10.3 to 95.3 | 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
bars AS (
SELECT
date,
argMax(toFloat64(close), _ingest_time) AS close,
argMax(toFloat64(high), _ingest_time) AS high,
argMax(toFloat64(low), _ingest_time) AS low
FROM global_markets.stocks_daily_aggs
WHERE ticker = 'AAPL'
AND date >= '2026-02-01'
AND date < '2026-09-01'
GROUP BY date
),
ranges AS (
SELECT
date,
close,
count() OVER w14 AS n14,
max(high) OVER w14 AS hh14,
min(low) OVER w14 AS ll14
FROM bars
WINDOW w14 AS (ORDER BY date ROWS BETWEEN 13 PRECEDING AND CURRENT ROW)
),
fast AS (
SELECT
date,
if(hh14 > ll14, 100 * (close - ll14) / (hh14 - ll14), 50) AS k_fast
FROM ranges
WHERE n14 = 14
),
slow AS (
SELECT
date,
k_fast,
avg(k_fast) OVER w3 AS k_slow,
count() OVER w3 AS n3
FROM fast
WINDOW w3 AS (ORDER BY date ROWS BETWEEN 2 PRECEDING AND CURRENT ROW)
),
lines AS (
SELECT
date,
k_fast,
k_slow,
avg(k_slow) OVER w3b AS d_slow,
count() OVER w3b AS n3b
FROM slow
WHERE n3 = 3
WINDOW w3b AS (ORDER BY date ROWS BETWEEN 2 PRECEDING AND CURRENT ROW)
)
SELECT
date,
round(k_fast, 1) AS k_fast_pct,
round(k_slow, 1) AS k_slow_pct,
round(d_slow, 1) AS d_slow_pct
FROM lines
WHERE n3b = 3
AND date >= '2026-05-01'
ORDER BY date
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