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Record Routing Analytics: Quality Audit + Deduplication + Numeric Distribution
x402
Record Routing Analytics: Quality Audit + Deduplication + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).
Runs three local analytical reports on record routing data — quality audit, exact row deduplication, and numeric distribution — for accepted_records and rejected_records fields across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Record routing — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied record routing records (accepted_records, rejected_records). 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
Returns three independent analytical reports: (1) a record quality audit flagging nulls, format issues, and anomalies in the supplied rows; (2) an exact row deduplication report identifying identical rows; and (3) a numeric distribution summary (e.g. min, max, mean, percentiles, histogram) for the selected numeric field (accepted_records or rejected_records). All analysis is performed locally on the supplied data with no external lookups.
Example use cases
Daily pipeline data quality check
“I have today's record routing logs with accepted and rejected counts per dataset group — can you run a quality audit, deduplicate any exact duplicate rows, and show the numeric distribution of accepted_records across all 80 rows?”
Rejected records distribution review
“Can you analyze the numeric spread of rejected_records in my routing data, flag any duplicate rows, and audit overall data quality? I'll give you about 120 rows covering the past month across group-a and group-b.”
Pre-reporting deduplication and profiling
“Before I generate my weekly report, I need to deduplicate my record routing rows, run a quality audit, and get a distribution profile of accepted_records — I have 45 rows with dates, row IDs, and dataset groups ready to send.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-19-210?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three bundled analytical operations (quality audit, deduplication, numeric distribution) on a small-to-medium record routing dataset (up to 200 rows) in a single low-cost call. Ideal for pre-reporting data validation, pipeline QA, or quick profiling of accepted/rejected record counts without needing external data lookups or ML predictions.
Side effects
- Fewer than 1 row supplied — request rejected
- More than 200 rows submitted — exceeds row limit
- Missing required fields (row_id, date, accepted_records, rejected_records) — validation error
- Malformed date format (not YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (-1T to +1T) — rejected
- Empty or missing rows array — schema error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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