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Data Ingestion Batches — Record Quality Audit, Exact Row Deduplication & Daily Sum Series
x402
Data Ingestion Batches — Record Quality Audit, Exact Row Deduplication & Daily Sum Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-21).
Runs three analytical reports on supplied data ingestion batch records: a quality audit, exact duplicate row detection, and daily sum time series for received_rows or accepted_rows fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Record quality audit + Exact row deduplication + Daily sum series: Record quality audit + Exact row deduplication + Daily sum series for supplied data ingestion batches records (received_rows, accepted_rows). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Three independent analytical reports: (1) a record quality audit flagging missing, null, or anomalous values in the supplied rows; (2) an exact row deduplication report identifying identical records; and (3) a daily sum time series aggregating received_rows or accepted_rows by date. All computed locally from the supplied data with no external lookups.
Example use cases
Pipeline data quality audit
“I have 50 ingestion batch records from our data pipeline for October and I want to run a quality audit on them plus find any exact duplicate rows and see the daily totals for accepted_rows — can you process them through the batch analytics tool?”
Daily ingestion throughput summary
“Here are our ingestion logs for the past two weeks with received_rows and accepted_rows per dataset group — can you compute the daily sum series for received_rows and also flag any duplicate entries?”
Deduplication check for ETL output
“We just exported 180 rows from our ETL batch run and need to check for duplicate records and see a record quality report — can you run all three analytics reports on these ingestion batch rows and summarize what you find?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-215?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three combined analytical views — quality audit, deduplication, and daily aggregation — on ingestion batch data in a single low-cost call. Ideal for data engineers validating ETL pipeline outputs or monitoring batch ingestion health without standing up a full analytics stack. Best suited for offline/batch analysis of up to 200 rows with no need for live data lookups or external enrichment.
Side effects
- Exceeding 200 row limit returns an error — split into smaller batches
- Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) causes validation failure
- Invalid date format (not YYYY-MM-DD) triggers schema rejection
- Null numeric values are accepted but may affect sum series accuracy
- Payment failure via x402 protocol prevents execution
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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