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Lighting Setups Record Quality Audit + Secondary-Measure Weighted Mean
x402
Lighting Setups Record Quality Audit + Secondary-Measure Weighted Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-31).
Runs two local analytical reports on lighting setup records: a data quality audit and a secondary-measure weighted mean calculation for light_count and render_seconds fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Lighting setups — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied lighting setups records (light_count, render_seconds). 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
Returns two independent analytical reports: (1) a record quality audit flagging completeness, missing values, and data integrity issues across the supplied rows, and (2) a secondary-measure weighted mean calculation for the chosen field (light_count or render_seconds). Both reports are generated locally from the supplied data with no external lookups. Up to 200 rows supported per call.
Example use cases
Audit render farm lighting data
“I have about 150 rows of lighting setup records from our render farm, each with a date, asset group, light count, and render seconds. Can you run a data quality audit on them and also compute the weighted mean of render_seconds weighted by light_count?”
Validate asset group light counts
“Check the quality of my lighting setup records across these asset groups — I want to know if there are any missing or bad values in light_count, and also give me the weighted mean of light_count using render_seconds as the secondary measure.”
Analyze rendering performance records
“I've got a dataset of 3D scene lighting setups with light counts and render times per date and asset group. Run both a quality audit and a secondary-measure weighted mean on render_seconds for me so I can spot data issues and understand average rendering load.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-11-016?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need simultaneous data quality auditing AND weighted mean analytics on lighting setup records (with light_count and render_seconds dimensions) in a single low-cost call. It is best suited for creative/rendering pipelines where you want to validate data integrity and compute weighted statistics together without external dependencies. Prefer this over generic analytics tools when your data specifically involves lighting setups with asset groups and render time measurements.
Side effects
- More than 200 rows submitted — request rejected due to maxItems constraint
- Invalid date format not matching YYYY-MM-DD pattern — validation error
- Missing required fields (row_id, asset_group, date, light_count, render_seconds) — schema validation failure
- Empty rows array — minItems:1 constraint violation
- Field enum value not in [light_count, render_seconds] — invalid field selection error
- Payment not completed via x402 protocol — request blocked
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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