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Road Segment Observations — String Normalisation + Duplicate Key Report
x402
Road Segment Observations — String Normalisation + Duplicate Key Report 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).
Runs string normalisation and duplicate key detection on up to 200 road segment observation records (length_m, travel_seconds) and returns two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Road segment observations — String normalisation + Duplicate key report: String normalisation + Duplicate key report for supplied road segment observations records (length_m, travel_seconds). 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 reports: (1) a string normalisation report identifying and correcting inconsistent string values across fields like station_group and row_id, and (2) a duplicate key report flagging rows that share the same key combination. Both reports are generated locally without external lookups.
Example use cases
Pre-ingestion data quality check
“Before I load this batch of road segment records into our database, can you run a duplicate key check and string normalisation on them? I've got 120 rows with station_group, date, length_m, and travel_seconds fields.”
Audit traffic dataset for duplicates
“I exported road segment travel time data from our sensor system — about 80 rows — and I need to know if there are any duplicate row IDs or station-group/date combinations, plus have the string fields cleaned up.”
Validate consultant-supplied road data
“A consultant sent us a spreadsheet of road segment observations with length_m and travel_seconds values for 150 segments. Can you check it for duplicate keys and normalise all the string columns so the data is consistent?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-weather-15-021?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to validate and clean road segment observation data containing length_m and travel_seconds fields, specifically needing both string normalisation and duplicate key detection in a single call. It is best suited for batch data quality checks on up to 200 rows before ingestion or analysis, with no need for live lookups or external data enrichment.
Side effects
- More than 200 rows submitted — request rejected with validation error
- Missing required fields (row_id, station_group, date, length_m, travel_seconds) on any row — validation failure
- Invalid date format (not YYYY-MM-DD) — schema validation error
- Payment not included or insufficient — 402 payment required error
- Empty rows array — minItems constraint violation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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