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Research Sample Recovery – Duplicate Key Report
x402
Research Sample Recovery – Duplicate Key Report is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).
Identifies duplicate row keys in a batch of up to 200 research sample recovery records, returning a local descriptive analytics report with no enrichment or forecasting.
Price / call$0.01
Success—
StatusUnknown
How this service works
Research sample recovery - Duplicate key report: Duplicate key report 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 duplicate key report report.
Output
A duplicate key report listing which row_id values appear more than once within the submitted batch, based on local descriptive analytics applied to up to 200 typed records. No external enrichment or forecasting is included.
Example use cases
Pre-analysis data integrity check
“Before I run my recovery rate analysis, can you check these 150 sample recovery records for any duplicate row IDs? I'll paste the batch — each row has a row_id, specimen name, date, input mass in grams, and recovered mass in grams.”
Lab data pipeline deduplication audit
“We just ingested a new batch of specimen recovery data from the lab and I'm worried some rows got duplicated during the upload. Can you run a duplicate key report on these 80 records so I can catch any repeated row identifiers before they corrupt downstream calculations?”
Validating merged research datasets
“I merged two research datasets into one file with up to 200 rows, each with a row_id, specimen, date, input_mass_g, and recovered_mass_g. Can you check whether any row_ids appear more than once and give me a report of the duplicates?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ar-analytics-sample-recovery-key-duplicates?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, cheap ($0.01 USDC) duplicate key check on a bounded batch of research sample recovery records (up to 200 rows) without needing any external data enrichment, forecasting, or cross-dataset lookups. It is ideal for pre-analysis data quality checks, pipeline ingestion audits, or validating merged laboratory datasets where row_id uniqueness is critical.
Side effects
- Batch exceeds 200 rows — request rejected with validation error
- Missing required fields (row_id, specimen, date, input_mass_g, recovered_mass_g) on any row — validation failure
- Invalid date format (not YYYY-MM-DD) — schema rejection
- Empty rows array — minimum item count not met
- row_id exceeds 80-character limit — schema validation error
- Payment not included or insufficient — 402 payment required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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