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Research Sample Recovery – Grouped Numeric Summary
x402
Research Sample Recovery – Grouped Numeric Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Computes a grouped descriptive statistics summary (count, mean, min, max, etc.) for research sample recovery mass data, grouped by specimen type.
Price / call$0.01
Success—
StatusUnknown
How this service works
Research sample recovery - Grouped numeric summary: Grouped numeric summary for Research sample recovery. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded grouped numeric summary report.
Output
A grouped descriptive analytics report containing numeric summary statistics (such as count, mean, min, max, standard deviation) for the selected mass field (input_mass_g or recovered_mass_g), broken down by specimen group. No forecasts or enrichment — purely local descriptive analytics on the supplied rows.
Example use cases
Lab batch recovery comparison by specimen
“I've got 150 rows of sample recovery records from our last experiment — each has a specimen label like 'group-a' or 'group-b', the input mass and recovered mass in grams. Can you group them by specimen and give me the descriptive stats for recovered_mass_g so I can compare recovery performance across groups?”
QC check on input mass distribution per group
“Here are 80 sample processing records from this quarter. Each row has a specimen type, a date, and the input mass in grams. Please run a grouped numeric summary on input_mass_g so I can see how the input quantities are distributed across each specimen group.”
Summarize sample yield data for research report
“I need a quick grouped summary of our sample yield data before writing up our methods section — I have 60 records with columns for specimen, date, input_mass_g, and recovered_mass_g. Can you group by specimen and summarize the recovered_mass_g statistics?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ar-analytics-sample-recovery-group-summary?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 typed sample recovery records and need grouped descriptive statistics broken down by specimen, without requiring any external data enrichment or forecasting. Ideal for laboratory or research workflows where you want a fast, bounded analytics summary at low cost ($0.01 USDC per call). Prefer alternatives if you need time-series forecasting, histogram distributions, or unbounded datasets.
Side effects
- Fewer than 1 row supplied — request rejected
- More than 200 rows supplied — exceeds maxItems limit
- Missing required fields (row_id, specimen, date, input_mass_g, recovered_mass_g) — validation error
- Invalid date format (not YYYY-MM-DD) — pattern mismatch error
- Invalid field enum value (not input_mass_g or recovered_mass_g) — schema error
- All mass values are null — may produce empty or degenerate summary
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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