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Water Service Coverage — Duplicate Key Report + Numeric Distribution
x402
Water Service Coverage — Duplicate Key Report + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-30).
Analyzes up to 200 water service coverage records to produce a duplicate key report and a numeric distribution report for served_households or total_households.
Price / call$0.01
Success—
StatusUnknown
How this service works
Water service coverage — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution for supplied water service coverage records (served_households, total_households). 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 independent analytical reports: (1) a duplicate key report identifying any rows sharing the same row_id within the supplied dataset, and (2) a numeric distribution report (e.g. min, max, mean, percentiles, histogram buckets) for the selected numeric field (served_households or total_households), covering up to 200 input rows.
Example use cases
Auditing water coverage data integrity
“I have a batch of 150 water service coverage records with row IDs, regions, dates, served households, and total households — can you check them for duplicate row IDs and give me a numeric distribution of the served_households values?”
Regional household coverage analysis
“Run a numeric distribution on the total_households field across my water service dataset — I have about 80 rows with region, date, and household counts — and flag any duplicate keys in the data too.”
Pre-report data quality check
“Before I publish our water service coverage summary, can you check these 200 records for duplicate row IDs and show me the statistical distribution of served_households so I can spot any anomalies?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-economics-19-055?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular water service coverage data (up to 200 rows) and need both a duplicate key audit and a numeric distribution of household counts in a single call. It is ideal for data quality checks before reporting or aggregation, where no live data lookup, external enrichment, or prediction is required — only local analytical computation on supplied records.
Side effects
- Input array is empty or exceeds 200 rows — validation error returned
- Missing required fields (row_id, region, date, served_households, total_households) on any row — schema validation failure
- Invalid date format (not YYYY-MM-DD) — pattern validation error
- Numeric values outside allowed range — validation error
- Invalid field enum value (not served_households or total_households) — error response
- Payment failure via x402 protocol — request rejected before processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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