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Water Service Coverage — Category Frequencies + Numeric Row Ordering
x402
Water Service Coverage — Category Frequencies + Numeric Row Ordering 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 water service coverage records to produce category frequency counts by region and numerically ordered row rankings for served_households or total_households fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Water service coverage — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering 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) category frequency counts showing how many records appear per region value, and (2) numeric row ordering ranking each row by the selected numeric field (served_households or total_households), covering up to 200 input rows.
Example use cases
Regional coverage gap audit
“I need to know how many water service records exist per region and which rows rank highest by served_households — here's my dataset with 8 records across regions north, south, east, west with dates in October 2026. Analyze it for category frequencies and row ordering by served_households.”
Household penetration ranking
“Can you rank these 12 water coverage records by total_households from lowest to highest, and also tell me how many records fall into each region category? I have rows for group-a and group-b across November 2026.”
Utility reporting summary
“For my quarterly water utility report, take these 50 coverage rows with region and date fields and give me both a frequency count per region and a numeric ordering by served_households so I can see which areas have the most service records and which rows are ranked highest.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-economics-19-100?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have water service coverage tabular data with region categories and numeric household metrics and need both a frequency distribution across categorical groups and a ranked ordering of rows by a numeric field in a single $0.01 call. It is purely local/analytical with no external lookups, making it deterministic and fast for batch summarization of up to 200 records.
Side effects
- More than 200 rows submitted — request rejected due to maxItems constraint
- Missing required fields (row_id, region, date, served_households, total_households) on any row — validation error
- Invalid date format (not YYYY-MM-DD) — pattern validation failure
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — schema rejection
- Empty rows array — minItems:1 constraint violated
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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