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Aggregation Checks — Numeric Row Ordering + Trailing Mean Series
x402
Aggregation Checks — Numeric Row Ordering + Trailing Mean Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Analyzes aggregation check records by computing numeric row ordering and a trailing mean series for source_sum or aggregate_sum values across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Aggregation checks — Numeric row ordering + Trailing mean series: Numeric row ordering + Trailing mean series for supplied aggregation checks records (source_sum, aggregate_sum). 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 independent analytical reports: (1) a numeric row ordering report ranking rows by the selected field, and (2) a trailing mean series computed over the specified window size for the chosen field (source_sum or aggregate_sum), covering all supplied rows (up to 200). No external lookups or predictions are performed.
Example use cases
Detect ordering issues in pipeline sums
“I have 50 rows of aggregation output from my ETL pipeline with dates, source_sum, and aggregate_sum values. Can you rank them by numeric ordering and compute a trailing mean with a window of 5 on the source_sum field so I can spot where values go out of sequence?”
Rolling average for grouped budget data
“I've got budget aggregation records grouped by department across 30 dates. Run a trailing mean series with window size 4 on the aggregate_sum column for me so I can see the smoothed trend for each group.”
QA check on aggregation reconciliation data
“Can you take my 80-row aggregation reconciliation dataset and generate both a numeric row ordering report and a 7-day trailing mean on the source_sum field? I want to see if the sums are progressing sensibly.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-17-115?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a numeric ordering check and a rolling/trailing mean analysis on aggregation sum data in a single call, with up to 200 rows and no need for external data lookup or prediction. It is cost-effective at $0.01 USDC for two bundled reports.
Side effects
- Fewer than 1 row or more than 200 rows submitted — request rejected
- Window size exceeds number of rows — trailing mean may be undefined for early rows
- Invalid date format (not YYYY-MM-DD) — schema validation error
- source_sum or aggregate_sum values outside ±1,000,000,000,000 — schema rejection
- Missing required fields (row_id, dataset_group, date) — validation failure
- Payment not completed (x402 protocol) — 402 response, no report generated
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| window | integer |
Tags
x402
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