One-sided tape: buyers on APTUSDT
Taker buy ratio over the last 15 minutes has run at 0.62 or more: a persistently buyer-heavy tape.
What has happened on APTUSDT when it held
Historically, when One-sided tape: buyers on APTUSDT held (393 occurrences in the scanned window, 383 with a computable 24h horizon), the market reached +5% within 24h in 37 of 383 (9.7) and drew down 10%+ in 0 of 383 (0.0). Maximum favorable (MFE) and maximum adverse (MAE) excursions, both computed forward.
Outcome distribution
0 OF 392 (0.0%) REACHED ≥ +5% WITHIN 1H
🔒 COMPUTED FORWARD, NEVER A FILTER · DENOMINATOR 392 = MATCHES WITH A COMPLETE 1H HORIZON (1 ABSENT: TOO CLOSE TO THE RECORD EDGE FOR 1H - NEVER TRUNCATED, NEVER AN IMPLIED ZERO)
About 13 a day, on 29 of 31 days: spread through the record rather than one event.
Forward 30-minute returns across 392 matches: 56% of them finished up.
Versus baseline
Historically, when any eligible APTUSDT minute in the window (baseline) held (36,291 occurrences in the scanned window, 34,971 with a computable 24h horizon), the market reached +5% within 24h in 3,181 of 34,971 (9.1) and drew down 10%+ in 0 of 34,971 (0.0). Maximum favorable (MFE) and maximum adverse (MAE) excursions, both computed forward.
The full record
The same setup counted over every recorded day on APTUSDT (2026-05-15 to 2026-07-31), growing daily.
Historically, when One-sided tape: buyers on APTUSDT over the full record held (710 occurrences in the scanned window, 700 with a computable 24h horizon), the market reached +5% within 24h in 80 of 700 (11.4) and drew down 10%+ in 10 of 700 (1.4). Maximum favorable (MFE) and maximum adverse (MAE) excursions, both computed forward.
0 OF 709 (0.0%) REACHED ≥ +5% WITHIN 1H
🔒 COMPUTED FORWARD, NEVER A FILTER · DENOMINATOR 709 = MATCHES WITH A COMPLETE 1H HORIZON (1 ABSENT: TOO CLOSE TO THE RECORD EDGE FOR 1H - NEVER TRUNCATED, NEVER AN IMPLIED ZERO)
About 9.1 a day, on 55 of 78 days: spread through the record rather than one event.
Forward 30-minute returns across 709 matches: close to an even split, which is what a coin flip looks like.
- grammar
- research_query.v2
- normalization
- archive_normalization.v1
- feature library
- feature_defs.v1
- dataset revision
- 52a43a418a97fbe3a324f7c372fa4d53967163acaa0ed33c56b78ddd897331a4
- query hash
- fb5d728ce4ed10686369872b82e72fda5d7b0d703797b60ca80954b69a981054
- scanned window
- 2026-07-01T00:00:00.000Z to 2026-07-31T00:00:00.000Z (UTC)
Same key, same bytes. This receipt reruns; it does not retell. When the record grows, the dataset revision changes and says so.
This is the exact research_query.v2 definition behind the receipt. Send it to the key-authed research API (or the MCP research tool) and diff the bytes: a cached rerun is free.
{
"schema_version": "research_query.v2",
"normalization_version": "archive_normalization.v1",
"feature_version": "feature_defs.v1",
"target": "record_occurrences",
"where": {
"all": [
[
"feature.taker_buy_ratio_15m",
"gte",
0.62
],
[
"identity.symbol",
"eq",
"aptusdt"
],
[
"times.anchor_time",
"between",
[
"2026-07-01T00:00:00.000Z",
"2026-07-31T00:00:00.000Z"
]
]
]
},
"sort": [
"times.anchor_time",
"desc"
],
"page": {
"limit": 50,
"cursor": null
}
}curl -s https://app.edgedepth.com/api/v1/research/query \
-H 'authorization: Bearer $EDGEDEPTH_API_KEY' \
-H 'content-type: application/json' \
-d '{"schema_version":"research_query.v2","normalization_version":"archive_normalization.v1","feature_version":"feature_defs.v1","target":"record_occurrences","where":{"all":[["feature.taker_buy_ratio_15m","gte",0.62],["identity.symbol","eq","aptusdt"],["times.anchor_time","between",["2026-07-01T00:00:00.000Z","2026-07-31T00:00:00.000Z"]]]},"sort":["times.anchor_time","desc"],"page":{"limit":50,"cursor":null}}'How to read this
- Counts ship with denominators: occurrences across the eligible symbol-buckets scanned. A rate is over the occurrences with a computable horizon (present), never the total.
- Absent is absent. When a feature was not warm at a minute, that bucket leaves the denominator and is reported; it is never coerced to zero.
- This selects a setup, never its outcome. The grammar forbids filtering on what followed (OUTCOME_IN_PREDICATE), so the distribution below is over every occurrence, not a survivorship-picked subset.
Occurrences are observed examples in a selected archive, not a guarantee. Outcomes are computed forward from each anchor and are descriptive, never a filter and never a prediction. Nothing here is trading advice.
Everything measured on APTUSDT right now: the APTUSDT research page