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Data Ingestion Batches — Exact Row Deduplication + Secondary-Measure Weighted Mean
x402
Data Ingestion Batches — Exact Row Deduplication + Secondary-Measure Weighted Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-18).
Deduplicates data ingestion batch records by exact row matching and computes a secondary-measure weighted mean for received_rows or accepted_rows across up to 200 rows, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied data ingestion batches records (received_rows, accepted_rows). 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 analytical reports: (1) a deduplicated version of the input rows after exact row matching, and (2) a weighted mean of the selected secondary measure (received_rows or accepted_rows) computed across the supplied batch records. Both reports are generated from the supplied data only, with no external lookups.
Example use cases
ETL pipeline duplicate cleanup
“I have a list of up to 50 data ingestion batch records from my ETL pipeline — some rows are duplicates — can you deduplicate them exactly and also give me the weighted mean for received_rows across all dataset groups?”
Acceptance rate weighted analysis
“Here are 80 ingestion batch records across several dataset groups with dates and row counts. Please deduplicate them and compute the weighted mean for accepted_rows so I can understand the acceptance rate distribution.”
Daily ingestion quality report
“I'm uploading today's ingestion batch data — about 150 rows covering multiple dataset groups. Run the exact deduplication and weighted mean computation on received_rows and give me both reports.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-051?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact row-level deduplication and a weighted mean computation on ingestion batch metrics (received_rows or accepted_rows) in a single call, without requiring any live data lookups or external integrations. It is ideal for data engineering workflows that need lightweight, self-contained batch quality analysis on up to 200 rows at very low cost ($0.01 USDC for two reports).
Side effects
- Input exceeds 200 rows — request will be rejected
- Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) cause validation failure
- Invalid date format (must match YYYY-MM-DD pattern) returns a schema error
- Numeric values outside the allowed range (-1,000,000,000,000 to 1,000,000,000,000) are rejected
- Invalid field enum value (must be 'received_rows' or 'accepted_rows') causes error
- Empty rows array (minItems: 1) is not permitted
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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