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Treasury Supplied Balances — IQR Outlier Flags + Explicit Missing-Value Fill
x402
Treasury Supplied Balances — IQR Outlier Flags + 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 2026-10-26).
Detects IQR-based outliers and fills missing values in treasury balance records (opening and closing balances) for up to 200 rows, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Treasury supplied balances — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + 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
Two independent analytical reports: (1) IQR outlier flags identifying which rows have balance values outside the interquartile range, and (2) a dataset with missing values in the specified balance field explicitly filled using the chosen method (zero, mean, or median). Results cover up to 200 input rows.
Example use cases
Treasury balance anomaly audit
“I have 120 rows of daily treasury balances by instrument group and I need you to flag any opening_balance values that are IQR outliers, and fill in any missing ones using the median — can you run both reports on that data?”
Closing balance null imputation
“My treasury dataset has some null closing_balance entries across different instrument groups. Can you fill those missing values using mean imputation and also flag any IQR outliers in the closing_balance column? Here are up to 80 rows.”
Month-end balance data quality check
“Before I submit our month-end treasury report, can you check these 200 balance rows for IQR outliers and replace any missing opening_balance values with zeros — flag which rows are outliers and which had nulls filled?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-finance-16-180?utm_source=zero.xyzWhen to prefer
Use this endpoint when you have treasury-specific supplied balance data (opening and closing balances keyed by instrument group and date) and need both IQR-based outlier flagging and missing-value imputation in a single call. It is ideal for pre-processing treasury datasets before reporting or further analytics, and is cost-effective at $0.01 USDC for two reports on up to 200 rows. Prefer it over general-purpose data cleaning tools when your data matches the treasury balance schema exactly.
Side effects
- More than 200 rows submitted — request exceeds maxItems limit
- Missing required fields (row_id, instrument_group, date) cause validation failure
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Balance values outside ±1,000,000,000,000 range fail schema validation
- Empty rows array returns error due to minItems:1 constraint
- Invalid fill method or field enum value causes request rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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