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Lighting Setups Data Quality Suite: Audit + Dedup + Trailing Mean
x402
Lighting Setups Data Quality Suite: Audit + Dedup + Trailing Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-22).
Runs three analytical reports on lighting setup records: a record quality audit, exact row deduplication, and a trailing mean time series for light_count or render_seconds.
Price / call$0.01
Success—
StatusUnknown
How this service works
Lighting setups — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series for supplied lighting setups records (light_count, render_seconds). 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 missing, null, or out-of-range values per row; (2) an exact row deduplication report identifying fully duplicate records; and (3) a trailing mean time series computed over the specified window for the chosen field (light_count or render_seconds), all derived from the supplied rows without any external lookup.
Example use cases
Pre-pipeline data quality check
“Before I hand off these 80 lighting setup rows to our render pipeline, run a quality audit and exact deduplication check on them — fields are row_id, asset_group, date, light_count, and render_seconds.”
Moving average trend for render times
“I have 50 lighting records across two asset groups. Can you compute a trailing mean series for render_seconds using a window of 4, along with the full quality audit and dedup report?”
Cleaning exported lighting logs
“I exported 150 lighting setup rows from our scene manager and I need to know which ones have quality issues, which are exact duplicates, and what the 3-row trailing mean looks like for light_count — can you run all three reports?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-11-216?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need all three analytical operations — quality audit, exact deduplication, and trailing mean series — applied to the same batch of lighting setup records in a single call for $0.01 USDC, and you do not require external lookups, predictions, or live data enrichment. Ideal for pre-pipeline data validation and exploratory analysis of render datasets up to 200 rows.
Side effects
- Submitting more than 200 rows returns a validation error
- Missing required fields (row_id, date, light_count, render_seconds) causes schema rejection
- Invalid date format (non YYYY-MM-DD) triggers a pattern validation error
- Window value outside [2, 200] range causes a parameter error
- Empty rows array rejected due to minItems:1 constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| window | integer |
Tags
x402
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