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Schema Conformity Analytics — Weighted Mean & Missing-Value Fill
x402
Schema Conformity Analytics — Weighted Mean & 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 2026-10-10).
Computes a secondary-measure weighted mean and fills missing values for schema conformity records (valid_records, checked_records) across up to 200 rows, returning 2 independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Secondary-measure weighted mean + Explicit missing-value fill: Secondary-measure weighted mean + Explicit missing-value fill for supplied schema conformity records (valid_records, checked_records). 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 2 independent analytical reports per call: (1) a secondary-measure weighted mean computed over the selected field (valid_records or checked_records), and (2) explicit missing-value fills applied using the chosen method (zero, mean, or median) — all computed locally without external lookups, covering up to 200 input rows.
Example use cases
Data Quality Audit Aggregation
“I have a batch of 150 schema conformity records with valid_records and checked_records per day — can you compute the weighted mean of valid_records and fill any null values using the mean method across my dataset groups?”
Missing Value Imputation for Conformity Data
“Several of my checked_records entries are null across my 80-row conformity dataset. Can you fill those missing values using zero-fill and also give me the weighted mean so I can report on data completeness?”
Multi-Group Conformity Score Reporting
“I need two independent reports on my schema conformity data — weighted mean of valid_records and missing-value fill using median — for about 120 rows split across three dataset groups over the past quarter.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-187?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, offline statistical aggregation of schema conformity metrics — specifically weighted means and missing-value imputation — on up to 200 rows of valid/checked record data, without requiring live data access or external enrichment. It is cost-effective at $0.01 per call covering 2 reports, ideal for data quality pipelines, audit workflows, or compliance summaries where local computation suffices.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, valid_records, checked_records) cause row rejection
- Invalid date format (non-YYYY-MM-DD) triggers schema validation failure
- All-null values for the selected field may produce undefined weighted mean
- Malformed JSON body returns 400-level error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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