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Data Reconciliation — Numeric Distribution + Base-100 Series
x402
Data Reconciliation — Numeric Distribution + Base-100 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 (numeric distribution summary and Base-100 indexed series) for supplied source/target reconciliation data, supporting up to 200 rows per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Numeric distribution + Base-100 series: Numeric distribution + Base-100 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 numeric distribution summary with quantiles and population statistics for the chosen field (source_total or target_total) across up to 200 reconciliation rows, and (2) a Base-100 indexed series rebasing all values relative to the specified base row index — both computed locally without external lookups.
Example use cases
Monthly finance reconciliation distribution check
“I have 50 rows of monthly reconciliation records across two dataset groups from Jan to June 2026, each with a source_total and target_total. Can you give me a numeric distribution summary and a Base-100 indexed series for the source_total field, starting from the first row?”
ETL pipeline source vs target drift analysis
“Our ETL pipeline produces daily source and target totals across two data groups for Q1 2026 — about 90 rows total. Run a distribution and Base-100 rebase report on the target_total values using row 0 as the base index so I can see how much drift has accumulated.”
Cross-team dataset group comparison
“I need to analyze two dataset groups — 'team-east' and 'team-west' — for source_total spread over the last 30 days. Can you produce a numeric distribution report and Base-100 series for source_total, rebased to index 0?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-078?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a statistical distribution breakdown and a Base-100 normalized time series for reconciliation data in a single call. It is ideal for batch analysis of up to 200 source/target reconciliation rows where no external data, predictions, or professional assessments are required — just local analytical computation on your supplied values. Prefer alternatives if you need outlier flagging (IQR), trend fitting, or ranking rather than distribution and indexing.
Side effects
- rows array is empty or exceeds 200 items — validation error returned
- base_index out of range (0–199) for the provided dataset — index error
- source_total or target_total values outside ±1,000,000,000,000 — validation rejection
- date strings not matching YYYY-MM-DD pattern — schema validation error
- null values in source_total or target_total may affect distribution computation — partial or degraded output
- missing required row fields (row_id, dataset_group, date) — row-level validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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