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Air Quality Observations – Exact Row Deduplication
x402
Air Quality Observations – Exact Row Deduplication is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).
Identifies and removes exact duplicate rows from a supplied batch of air quality observation records (station, date, PM2.5, humidity).
Price / call$0.01
Success—
StatusUnknown
How this service works
Air quality observations - Exact row deduplication: Exact row deduplication for Air quality observations. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded exact row deduplication report.
Output
A deduplication report identifying which of the supplied rows are exact duplicates, returning the unique set of air quality observation records (preserving row_id, station, date, pm25, humidity_percent) and flagging or removing redundant entries — local analytics only, no enrichment or forecasting.
Example use cases
Cleaning sensor ingestion pipeline
“I'm ingesting air quality readings from multiple stations and some records are coming in twice — can you deduplicate these rows exactly? I have fields for row_id, station, date, pm25, and humidity_percent across about 150 records.”
Pre-analysis dataset validation
“Before I run my analysis on this air quality dataset, I need to make sure there are no exact duplicate rows. Can you check these PM2.5 and humidity records for perfect duplicates and return only the unique ones?”
Audit of historical monitoring logs
“We're auditing our historical air quality monitoring logs and need to find and remove any rows that are exact copies of each other — station, date, pm25, and humidity all identical. Can you run deduplication on this set of about 80 records?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ar-analytics-air-quality-observations-deduplicate?utm_source=zero.xyzWhen to prefer
Use this endpoint when you have a bounded batch of up to 200 air quality observation records and need to identify or remove exact duplicate rows before analysis or storage. It is purpose-built for the specific schema of station/date/PM2.5/humidity data. Prefer this over general-purpose deduplication tools when working within the air quality monitoring domain and needing a lightweight, low-cost ($0.01 USDC) per-call operation with no side effects.
Side effects
- Fewer than 1 row supplied returns a validation error
- More than 200 rows submitted exceeds the maxItems limit and is rejected
- Missing required fields (row_id, station, date, pm25, humidity_percent) cause schema validation failure
- Invalid date format (not YYYY-MM-DD) triggers pattern validation error
- Non-numeric values in pm25 or humidity_percent fields cause type errors
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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