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Transport Ridership Duplicate Key Report + Equal-Width Histogram
x402
Transport Ridership Duplicate Key Report + Equal-Width Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).
Analyzes up to 200 transport ridership records to produce a duplicate key report and an equal-width histogram for passenger_count or service_count.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transport ridership — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram for supplied transport ridership records (passenger_count, service_count). 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 which row_id values appear more than once in the submitted records, and (2) an equal-width histogram showing how the chosen numeric field (passenger_count or service_count) is distributed across the specified number of bins. Both reports are computed locally on the submitted data with no external lookups.
Example use cases
Daily ridership data quality audit
“I've got 120 rows of daily bus ridership records with row IDs, regions, dates, passenger counts, and service counts — can you run a duplicate key check on them and show me a histogram of passenger_count using 8 bins?”
Transit analyst histogram for service frequency
“Run an equal-width histogram with 5 bins on the service_count field for these 80 transit records I'm uploading, and flag any duplicate row IDs in the same pass.”
Regional transit report deduplication check
“Before I submit this ridership report, can you scan these 200 records for any duplicate row IDs and also bucket the passenger_count values into 15 equal-width bins so I can see the distribution?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-economics-05-064?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key audit and a distribution histogram on transport ridership data (passenger_count or service_count) in a single $0.01 call covering up to 200 rows. It is ideal for data quality pipelines that need to catch repeated row IDs before ingestion while simultaneously profiling numeric distributions — without any external API calls, live lookups, or predictions.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, region) causes rejection
- Invalid date format (not YYYY-MM-DD) triggers a schema error
- bins value outside 1–30 range causes a validation failure
- Submitting fewer than 1 row returns an error
- Numeric values outside ±1,000,000,000,000 are rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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