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API Contracts — IQR Outlier Flags + Explicit Missing-Value Fill
x402
API Contracts — 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 2026-10-24).
Detects IQR-based outliers and fills missing values in API contract records (fields_checked, incompatible_fields) using local statistical analysis on up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
API contracts — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied api contracts records (fields_checked, incompatible_fields). 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) IQR outlier flags identifying which rows contain statistically anomalous values in the specified field, and (2) an explicit missing-value fill report showing how nulls were replaced using the chosen method (zero, mean, or median). Both reports cover up to 200 supplied rows and are generated locally without external lookups.
Example use cases
Outlier audit for API contract QA pipeline
“I have a batch of API contract records with fields_checked and incompatible_fields values across two components over the past week — can you flag any IQR outliers and fill in the missing values using the median method for fields_checked?”
Null imputation for incompatible fields metric
“Some of my API contract rows are missing incompatible_fields values — can you fill those nulls using the mean and also run the IQR outlier report so I can see which rows look statistically anomalous?”
Data quality check before contract report generation
“Before I generate our monthly API contract report, can you scan these 150 rows of contract data for IQR-based outliers in fields_checked and replace any missing values with zero? I want both the outlier flags and the fill report back.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-software-19-180?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, local statistical analysis of API contract record data — specifically IQR-based outlier detection combined with explicit missing-value imputation — without any external data lookups or live system access. It is ideal when you have up to 200 rows of contract metrics (fields_checked, incompatible_fields) and want two independent analytical reports for $0.01 USDC. Prefer this over general-purpose data tools when your data is specifically structured as API contract records with those two numeric fields.
Side effects
- Fewer than 1 row submitted — minItems validation error
- More than 200 rows submitted — maxItems exceeded error
- Invalid date format (not YYYY-MM-DD) — pattern validation failure
- Numeric field values outside allowed range (-1T to 1T) — schema validation error
- Invalid fill method value (not zero/mean/median) — enum validation error
- Invalid field selection (not fields_checked or incompatible_fields) — enum validation error
- Missing required row fields (row_id, component, date) — required field error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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