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Render Jobs — Exact Row Deduplication + IQR Outlier Flags
x402
Render Jobs — Exact Row Deduplication + IQR Outlier Flags 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).
Deduplicates exact duplicate rows and flags IQR-based outliers in render job records (render_seconds, sample_count) for up to 200 rows, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Render jobs — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags for supplied render jobs records (render_seconds, sample_count). 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 analytical reports: (1) an exact row deduplication report identifying and removing fully duplicate records, and (2) an IQR outlier flags report marking rows where the selected field (render_seconds or sample_count) falls outside the interquartile range bounds — all computed locally without external lookups.
Example use cases
Audit render pipeline for duplicate jobs
“I've got a list of render jobs from our pipeline with row IDs, asset groups, dates, render_seconds, and sample_count — can you remove exact duplicate rows and flag any outliers in render_seconds so I can clean up the dataset?”
Detect anomalous sample counts in renders
“Here's my render job data for this month — can you run IQR outlier detection on the sample_count field and also deduplicate any repeated rows? I want to catch anything statistically weird.”
Data quality check before billing reconciliation
“Before I reconcile render costs, I need to make sure my render job records don't have any duplicates and that render_seconds values aren't wildly out of range — can you run the deduplication and IQR outlier check on these rows?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-02-049?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have render job tabular data (up to 200 rows) and need both exact duplicate removal and statistical outlier detection in a single $0.01 call, without needing live data lookups, external predictions, or professional assessments. Ideal for pre-processing render pipeline logs before billing, reporting, or ingestion into downstream systems.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, asset_group, date, render_seconds, sample_count) cause validation errors
- All-null values in the selected field prevent IQR computation
- Date field not matching YYYY-MM-DD pattern causes schema rejection
- Too few rows (fewer than 4) may make IQR computation statistically unreliable
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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