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Proposal Preparation Data Analyst — Record Quality Audit + Exact Row Deduplication + Trailing Mean Series
x402
Proposal Preparation Data Analyst — Record Quality Audit + Exact Row Deduplication + Trailing Mean Series 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).
Runs three analytical reports on proposal preparation data: a record quality audit, exact row deduplication, and a trailing mean series for completed_sections or planned_sections fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Proposal preparation — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series for supplied proposal preparation records (completed_sections, planned_sections). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Returns three independent analytical reports: (1) a record quality audit identifying missing, malformed, or out-of-range values in the proposal rows; (2) an exact row deduplication report listing and removing identical records; (3) a trailing mean series computed over the specified window for the chosen numeric field (completed_sections or planned_sections), organized by date and document_group. All reports are computed locally from the supplied data with no external lookups.
Example use cases
Pre-submission proposal data cleanup
“Before I submit my quarterly proposal report, can you audit the quality, remove any exact duplicate rows, and compute a trailing mean with window 4 for completed_sections across my proposal records?”
Tracking planned sections rolling average
“I want to see a rolling average with a window of 5 for planned_sections in my proposal preparation dataset — also flag any data quality issues and exact duplicates in the same run.”
Multi-group proposal completion analysis
“Run a three-report analysis on my proposal data across document groups A and B: check record quality, deduplicate exact rows, and give me a trailing mean series for completed_sections with a window of 2.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-08-216?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three simultaneous lightweight analytical operations on proposal preparation data (quality audit, deduplication, trailing mean) without any external data lookups or AI predictions. It is ideal for pre-reporting cleanup and trend summarization of section completion metrics at low cost ($0.01 for all three reports on up to 200 rows).
Side effects
- Fewer than 1 or more than 200 rows submitted — request rejected
- date field not matching YYYY-MM-DD pattern — validation error
- window parameter outside 2–200 range — error returned
- Invalid field value (not 'completed_sections' or 'planned_sections') — enum validation failure
- numeric values outside allowed range (±1,000,000,000,000) — schema rejection
- Payment not included or insufficient — x402 payment required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| window | integer |
Tags
x402
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