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Energy Readings Numeric Distribution
x402
Energy Readings 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 2026-10-19).
Computes a numeric distribution summary (e.g. histogram or statistical spread) over energy meter readings (kWh or cost) for up to 200 supplied records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Energy readings - Numeric distribution: Numeric distribution for Energy readings. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded numeric distribution deliverable.
Output
Returns a bounded numeric distribution deliverable for the selected field (kWh or cost), including statistical spread, frequency or bin counts, and data-quality indicators computed locally from up to 200 supplied energy meter records. No external enrichment or forecasting is applied.
Example use cases
Energy usage spread for billing audit
“I have 50 daily energy readings across two meters — can you compute the numeric distribution of kWh values so I can see if usage is skewed or normally spread? Here are the records with row IDs, meter names, dates, kWh, and costs.”
Cost distribution analysis for budget planning
“Take these 80 energy cost records and give me the numeric distribution of the cost field — I need to understand how electricity costs are distributed across readings before we finalize next quarter's budget.”
Data quality check on meter readings
“Run a numeric distribution on these 120 energy meter readings using the kWh field — I want to spot any outliers or data quality issues in our meter data before we hand it off to the analytics team.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-analytics-energy-readings-describe?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, local numeric distribution profile of energy meter readings (kWh or cost) without external API calls or forecasting. It is ideal for batch summarization of up to 200 records at low cost ($0.01 USDC), particularly for data-quality checks, distribution shape analysis, or statistical profiling of energy datasets where privacy or latency concerns make external enrichment undesirable.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, meter, date, kwh, cost) causes rejection
- Invalid date format (not YYYY-MM-DD) returns a schema validation error
- Numeric values outside ±1,000,000,000,000 are rejected
- Empty rows array is not accepted (minItems: 1)
- Invalid field enum value (not 'kwh' or 'cost') returns an error
- Payment failure or insufficient USDC balance prevents execution
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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