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Elevation Samples — Exact Row Deduplication + Explicit Missing-Value Fill
x402
Elevation Samples — Exact Row Deduplication + Explicit Missing-Value Fill 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).
Deduplicates exact rows and fills missing values (zero, mean, or median) for elevation sample records containing elevation_m and sample_weight fields, producing 2 analytical reports per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Elevation samples — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied elevation samples records (elevation_m, sample_weight). 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 2 analytical reports covering (1) exact row deduplication results showing which rows were removed and the cleaned dataset, and (2) the missing-value fill results showing which cells were imputed and their replacement values, all computed locally without any external lookup or live data.
Example use cases
Cleaning weather station elevation records
“I have 120 rows of weather station elevation samples with some duplicate entries and several null elevation_m values — can you deduplicate them exactly and fill the missing elevation_m values using the mean method?”
Preparing survey data with zero-filled weights
“My elevation survey dataset has up to 80 rows with missing sample_weight values. Please remove any exact duplicate rows and fill those missing sample_weight fields with zero so I can run my analysis.”
Deduplicating elevation samples before modeling
“Before I run my terrain model, can you take these 200 elevation sample records, strip out any exact duplicate rows, and fill any missing elevation_m values using the median?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-weather-13-054?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to locally clean a batch of up to 200 elevation sample records by removing exact duplicate rows and imputing missing numeric values (elevation_m or sample_weight) with zero, mean, or median — without any external data lookup, prediction, or live data dependency. Prefer this over general-purpose data-cleaning tools when working specifically with elevation/sample_weight structured records and needing two bundled analytical reports in one low-cost call.
Side effects
- Empty rows array returns validation error
- More than 200 rows exceeds the maximum and is rejected
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- Invalid fill method enum value (not zero, mean, or median) is rejected
- Invalid field enum value (not elevation_m or sample_weight) is rejected
- All rows are duplicates resulting in an empty deduplicated output
- Payment of 0.01 USDC not provided causes 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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