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Field Survey Coverage Analyzer — Quality Audit, Deduplication & Interval Filter
x402
Field Survey Coverage Analyzer — Quality Audit, Deduplication & Interval Filter is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-29).
Runs three analytical reports on field survey coverage data: record quality audit, exact row deduplication, and numeric interval filtering on surveyed_m2 or target_m2 values.
Price / call$0.01
Success—
StatusUnknown
How this service works
Field survey coverage — Record quality audit + Exact row deduplication + Numeric interval filter: Record quality audit + Exact row deduplication + Numeric interval filter for supplied field survey coverage records (surveyed_m2, target_m2). 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
Three independent reports covering: (1) a record quality audit flagging issues such as nulls, malformed dates, or out-of-range values; (2) an exact row deduplication report identifying and grouping identical records; and (3) a numeric interval filter report listing which rows have the selected field (surveyed_m2 or target_m2) within the specified minimum–maximum range. All reports are based purely on the supplied data with no external lookups.
Example use cases
Ecological survey data cleanup
“I have 120 field survey records with station_group, date, surveyed_m2, and target_m2. Can you run a quality audit on them, flag any exact duplicate rows, and filter to only records where surveyed_m2 falls between 50 and 2000?”
Survey coverage completeness check
“Before I submit my habitat survey data, can you check the 80 rows for record quality problems like nulls or bad dates, deduplicate them, and show me which ones have target_m2 values between 100 and 10000?”
Multi-station survey validation
“I've got survey coverage data from 5 station groups — about 150 rows total — and I need to audit the record quality, remove any exact duplicate entries, and filter by surveyed_m2 values between 0 and 750 before I run my analysis.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-weather-22-214?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a bundled three-in-one analytical pass on field survey coverage data (quality audit + deduplication + numeric interval filtering) in a single call, especially when working with datasets up to 200 rows and you want results purely from supplied data with no external lookups or predictions. It is cost-effective at $0.01 for all three reports simultaneously.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, station_group, date, surveyed_m2, target_m2) cause row-level rejection
- Invalid date format (non YYYY-MM-DD) triggers quality audit flags
- Minimum value greater than maximum value may produce empty interval filter results
- Payment failure prevents endpoint execution
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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