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Savings Ledger Analytics: Numeric Distribution + Keyed Dataset Comparison
x402
Savings Ledger Analytics: Numeric Distribution + Keyed Dataset Comparison is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-04).
Analyzes savings ledger rows (deposit_amount, withdrawal_amount) by producing two local statistical reports: a numeric distribution and a keyed dataset comparison, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Savings ledger — Numeric distribution + Keyed dataset comparison: Numeric distribution + Keyed dataset comparison for supplied savings ledger records (deposit_amount, withdrawal_amount). 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 analytical reports derived from the supplied savings ledger rows: (1) a numeric distribution (e.g. percentiles, min, max, mean, histogram-style breakdown) of the selected field (deposit_amount or withdrawal_amount), and (2) a keyed dataset comparison that matches rows by row_id across the primary and secondary datasets and surfaces numeric differences. No external data is fetched; all computation is local and deterministic.
Example use cases
Monthly savings ledger drift analysis
“I have two versions of my savings ledger for October — one from the start of the month and one at month-end, each with deposit_amount and withdrawal_amount per row. Can you compare them side by side by row key and show me how the deposit_amount values are distributed across both?”
Instrument group deposit distribution review
“Here are 150 savings ledger records grouped by instrument, with deposit and withdrawal amounts. Run a numeric distribution on the deposit_amount field and compare my current ledger against last quarter's ledger using the row keys so I can see what changed.”
Withdrawal anomaly detection in savings data
“I want to understand the spread of withdrawal amounts across my savings ledger — can you compute the numeric distribution for withdrawal_amount and compare my two datasets of about 80 rows each to highlight which rows have diverged?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-finance-23-084?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need offline, deterministic statistical analysis of savings ledger data — specifically a numeric distribution plus a keyed comparison between two datasets — with no external lookups, predictions, or live data. Ideal for reconciling two ledger snapshots or auditing deposit/withdrawal patterns across instrument groups. At $0.01 USDC for both reports on up to 200 rows, it is cost-effective for batch ledger review workflows.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, instrument_group, date, deposit_amount, withdrawal_amount) causes validation error
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Mismatched or missing row_ids between primary and comparison dataset may yield incomplete comparison output
- Numeric values outside allowed range (±1,000,000,000,000) cause validation error
- Empty rows array (minItems:1 not met) returns error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| other | array |
Tags
x402
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