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Render Jobs Data Quality Suite: Audit + Deduplication + Histogram
x402
Render Jobs Data Quality Suite: Audit + Deduplication + Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).
Runs three local analytical reports on render job records — a record quality audit, exact row deduplication, and an equal-width histogram — for up to 200 rows of render_seconds or sample_count data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Render jobs — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied render jobs records (render_seconds, sample_count). 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 reports: (1) a record quality audit flagging nulls, out-of-range values, and field-level issues per row; (2) an exact row deduplication report identifying and removing duplicate records; (3) an equal-width histogram with configurable bins (1–30) for either render_seconds or sample_count. All computed locally from supplied data with no external lookups.
Example use cases
Render pipeline data quality check
“Here are 150 render job rows with render_seconds and sample_count fields — run a quality audit to flag any nulls or bad values, remove exact duplicate rows, and give me an 8-bin histogram on render_seconds.”
Duplicate render job detection
“I've got a CSV of render jobs exported from our system and I suspect there are duplicates — can you deduplicate exact rows, run a quality audit, and also histogram the sample_count field with 5 bins?”
Distribution analysis for rendering benchmarks
“I need to understand the distribution of rendering times across our asset groups — please audit the record quality, deduplicate the 200 rows I'm providing, and produce a 10-bin equal-width histogram on render_seconds.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-02-219?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have render job records (render_seconds, sample_count) and need three combined analytical reports — quality audit, deduplication, and histogram — in a single low-cost call. Ideal for pre-processing rendering pipeline data before downstream analysis, catching data quality issues early, or profiling render time distributions across asset groups. Best when your dataset is 200 rows or fewer and you want offline, deterministic computation with no external dependencies.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Invalid date format in rows (must match YYYY-MM-DD pattern)
- Missing required fields (row_id required, minLength 1)
- bins parameter out of range (must be 1–30)
- field enum value not recognized (must be render_seconds or sample_count)
- Numeric values outside allowed range (-1e12 to 1e12)
- Empty rows array (minItems 1 required)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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