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Style Guide Audits — Exact Row Deduplication + Explicit Missing-Value Fill
x402
Style Guide Audits — Exact Row Deduplication + 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 2026-10-28).
Deduplicates exact duplicate rows and fills missing values in style guide audit records (checked_items, flagged_items) for up to 200 rows, producing 2 independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Style guide audits — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied style guide audits records (checked_items, flagged_items). 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 covering: (1) exact duplicate row removal results showing which rows were deduplicated, and (2) explicit missing-value fill results for the specified field (checked_items or flagged_items) using the chosen method (zero, mean, or median), applied to up to 200 input rows.
Example use cases
Deduplicating writing audit logs
“I have a style guide audit export with some duplicate rows that crept in — can you deduplicate them exactly and fill any missing flagged_items using the mean, then give me the cleaned reports? There are around 80 rows across three document groups.”
Imputing nulls in compliance records
“My document compliance audit dataset has null values in checked_items for a few rows. Can you fill those missing values using zero-fill and also deduplicate any exact duplicate records? I'll send up to 100 rows.”
Preparing audit data for reporting
“Before I generate our monthly writing quality report, I need the style guide audit data cleaned — remove exact duplicate rows and fill missing flagged_items using median. I have data for about 200 rows across several document groups dated from 2026-10-01 onward.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-05-054?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need lightweight, deterministic data cleaning on style guide audit records specifically — deduplication and null-filling with no external lookups, predictions, or professional assessments. Best for batch preprocessing of up to 200 audit rows before downstream reporting or analysis, at very low cost ($0.01 USDC for 2 reports).
Side effects
- Input array exceeds 200 rows — request will be rejected or truncated
- Missing required fields (row_id, document_group, date) cause validation errors
- Invalid date format (not YYYY-MM-DD) fails schema validation
- Unsupported fill method enum value causes rejection
- Empty rows array returns error
- All rows are duplicates may result in minimal output dataset
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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