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Proposal Preparation — Record Quality Audit + Equal-Width Histogram
x402
Proposal Preparation — Record Quality Audit + Equal-Width Histogram 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 a record quality audit and an equal-width histogram analysis on proposal preparation data (completed_sections, planned_sections) for up to 200 rows, returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Proposal preparation — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram for supplied proposal preparation records (completed_sections, planned_sections). 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 reports: (1) a record quality audit flagging issues such as missing values, nulls, or out-of-range entries in the submitted proposal preparation rows; and (2) an equal-width histogram showing the frequency distribution of the chosen field (completed_sections or planned_sections) across a configurable number of bins (1–30). Both reports are computed locally with no external lookups.
Example use cases
Proposal completion data quality check
“I have 150 proposal preparation records with completed_sections and planned_sections. Can you audit them for data quality issues and show me a histogram of how completed_sections values are distributed across 8 bins?”
Planned sections distribution analysis
“Run an equal-width histogram with 5 bins on the planned_sections field for my proposal records — I want to see the spread across our document groups, and also flag any quality problems in the data.”
Proposal tracking data integrity review
“We have a spreadsheet of proposal records with row IDs, dates, document groups, and section counts. Can you do a quality audit on those records and generate a histogram for completed_sections using 10 bins so I can spot any anomalies?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-08-013?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and a histogram distribution report on proposal preparation records in a single $0.01 call. It is purpose-built for proposal tracking fields (completed_sections, planned_sections) and handles up to 200 rows with no external dependencies. Prefer it over general-purpose analytics tools when working specifically with proposal section completion data and wanting a lightweight, offline, batch-style analysis.
Side effects
- More than 200 rows submitted — request rejected due to maxItems constraint
- Invalid date format (not YYYY-MM-DD) causes row-level validation failure
- Missing required fields (row_id, document_group, date, completed_sections, planned_sections) causes schema rejection
- bins value outside 1–30 range causes parameter rejection
- All values null for selected field may produce degenerate histogram
- Payment not included or insufficient — x402 payment required at $0.01 USDC
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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