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Treasury Supplied Balances — Duplicate Key Report + Explicit Missing-Value Fill
x402
Treasury Supplied Balances — Duplicate Key Report + Explicit Missing-Value Fill 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).
Detects duplicate row keys and fills missing opening/closing balance values in treasury balance records using zero, mean, or median imputation.
Price / call$0.01
Success—
StatusUnknown
How this service works
Treasury supplied balances — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied treasury supplied balances records (opening_balance, closing_balance). 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 reports: (1) a duplicate key report identifying rows with repeated row_id values, and (2) a missing-value fill report showing which opening_balance or closing_balance cells were null and what values were used to fill them (zero, mean, or median of the non-null values). Up to 200 rows processed per call.
Example use cases
Audit treasury data for duplicate keys
“I have 120 rows of treasury balance data with row_id, instrument_group, date, opening_balance, and closing_balance — can you run a duplicate key report to find any rows that share the same row_id, and also fill in any missing opening_balance values using the median?”
Zero-fill missing closing balances
“My treasury closing_balance column has some nulls in it — can you fill them with zero and also flag any duplicate row keys in my dataset? I've got about 80 rows of instrument group and date records.”
Mean imputation for balance data QC
“Before I load this treasury data into our system, can you detect any duplicate row_ids and replace any missing opening_balance entries with the mean value across the dataset? There are around 40 rows total.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-finance-16-070?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to simultaneously audit a treasury balance dataset for duplicate row keys AND impute missing balance values in a single paid call. It is specifically designed for treasury financial data with opening/closing balance fields and instrument group dimensions, making it more appropriate than a generic deduplication or imputation tool when working in a treasury/finance context.
Side effects
- Exceeds 200-row limit — request rejected
- Invalid date format (not YYYY-MM-DD) — validation error
- opening_balance or closing_balance outside ±1,000,000,000,000 — schema rejection
- Empty rows array — minimum 1 item required
- Invalid method enum value — must be zero, mean, or median
- Invalid field enum — must be opening_balance or closing_balance
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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