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Feature Availability Analytics — Exact Row Deduplication + Trailing Mean Series
x402
Feature Availability Analytics — Exact Row Deduplication + Trailing Mean Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-20).
Performs exact row deduplication and trailing mean series analysis on feature availability records (populated_features, expected_features) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Feature availability — Exact row deduplication + Trailing mean series: Exact row deduplication + Trailing mean series for supplied feature availability records (populated_features, expected_features). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Returns two independent analytical reports: (1) a deduplicated version of the submitted rows with exact duplicates removed, and (2) a trailing mean series computed over the specified field (populated_features or expected_features) using the given window size — both derived purely from the supplied data with no external lookups.
Example use cases
ML feature completeness trend analysis
“I have 150 daily feature availability records across multiple dataset groups and want to deduplicate them and then see a trailing mean with window 7 for populated_features so I can spot trends in feature completeness over time.”
Data pipeline duplicate audit
“Can you remove exact duplicate rows from my feature availability dataset (about 80 records) and also give me a rolling mean of expected_features with a window of 5 so I can see if our pipeline is stable?”
Dataset group feature coverage smoothing
“I'm monitoring how many features are populated versus expected across two dataset groups daily. Deduplicate my 200-row log and compute a trailing mean series with window 4 on populated_features so I can track coverage smoothly.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-10-045?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact row deduplication and a trailing mean series on feature availability data in a single low-cost call ($0.01 USDC). Ideal for data quality pipelines that track feature population completeness across dataset groups over time, especially when you want two analytical passes (dedup + smoothing) on up to 200 rows without external dependencies or live data lookups.
Side effects
- Input array exceeds 200 rows — request rejected
- Invalid date format (must be YYYY-MM-DD) — validation error
- Window size outside range 2–200 — rejected
- Missing required fields (row_id, date, populated_features, expected_features) — schema error
- Numeric values out of allowed range (-1e12 to 1e12) — validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| window | integer |
Tags
x402
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