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Water Service Coverage – Duplicate Key Report + Grouped Numeric Summary
x402
Water Service Coverage – Duplicate Key Report + Grouped Numeric Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-02).
Analyzes up to 200 water service coverage records to produce a duplicate key report and a grouped numeric summary for served_households or total_households fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Water service coverage — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary 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
Returns two analytical reports: (1) a duplicate key report identifying any repeated row_id values across the supplied records, and (2) a grouped numeric summary (e.g. count, sum, mean, min, max) of the selected numeric field (served_households or total_households) aggregated by region. Both reports are derived entirely from the input data with no external lookups.
Example use cases
Auditing water coverage data quality
“I've got 150 water service coverage records with row IDs, regions, dates, served_households, and total_households. Can you scan them for duplicate row IDs and also give me a grouped numeric summary of served_households broken down by region?”
Regional household coverage summary
“Here are my water utility records for Q3 — each row has a row_id, region, date, served_households, and total_households. Please group them by region and give me a numeric summary for total_households, and also flag any duplicate row IDs you find.”
Pre-submission data validation for water report
“Before I submit this water service dataset to my agency, can you run it through a duplicate key check on the row IDs and produce a grouped summary of served_households by region? I have about 80 records covering multiple regions.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-economics-19-056?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have structured water service coverage tabular data (up to 200 rows) and need both a duplicate key audit on row IDs and a grouped numeric summary of household metrics — all in a single low-cost call. It is ideal for data quality checks before reporting or aggregation pipelines, and is not suitable for real-time lookups, predictions, or datasets exceeding 200 rows.
Side effects
- Missing required fields (row_id, region, date, served_households, total_households) returns a validation error
- Exceeding 200 rows causes a rejection or truncation
- Invalid date format (not YYYY-MM-DD) fails schema validation
- Invalid field enum value (not served_households or total_households) causes an error
- Empty rows array is rejected
- Payment not attached or insufficient USDC causes 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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