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Data Reconciliation — Grouped Numeric Summary + Daily Sum Series
x402
Data Reconciliation — Grouped Numeric Summary + 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 2026-10-19).
Generates two analytical reports (grouped numeric summary and daily sum series) for up to 200 data reconciliation rows comparing source_total and target_total values.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Grouped numeric summary + Daily sum series: Grouped numeric summary + Daily sum series for supplied data reconciliation records (source_total, target_total). 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 grouped numeric summary aggregating source_total or target_total statistics by dataset_group (e.g. count, mean, min, max, sum), and (2) a daily sum series showing the summed values per date — both computed locally from the supplied rows without any external lookups.
Example use cases
ETL pipeline discrepancy analysis
“I have 120 reconciliation rows from our nightly ETL job, each tagged with a dataset group and date, and both source and target totals. Can you give me a grouped numeric summary and a daily sum series for the source_total field so I can spot where the pipeline is drifting?”
Finance team source vs target audit
“We're auditing our finance data — I have reconciliation records across two groups (accounts-payable and accounts-receivable) for the past month. Can you generate a grouped numeric summary and daily sum series comparing target_total values across dates?”
Data migration validation summary
“After our database migration we recorded source_total and target_total for each batch by day and migration group. Can you run both a grouped numeric summary and a daily sum series on these 80 reconciliation rows so we can validate the migration completeness?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-089?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need two bundled analytical reports — a grouped breakdown and a daily time series — for reconciliation data comparing source and target totals, at low cost ($0.01 for both). Prefer it over generic analytics tools when your data fits the structured reconciliation schema (group + date + source/target totals) and you want offline, local computation with no external data dependencies for up to 200 rows.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, dataset_group, date, source_total, target_total) cause validation errors
- Date strings not matching YYYY-MM-DD pattern cause schema validation failure
- Numeric values exceeding ±1,000,000,000,000 are rejected
- Empty rows array (minItems:1 not met) causes a validation error
- Payment failure (insufficient USDC) blocks processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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