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Air Quality Observations – Duplicate Key Report
x402
Air Quality Observations – 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 2026-10-19).
Identifies duplicate key combinations in air quality observation records (station, date, PM2.5, humidity) submitted in a batch of up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Air quality observations - Duplicate key report: Duplicate key report 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 duplicate key report report.
Output
A descriptive analytics report identifying which rows in the submitted batch share duplicate key combinations across the key fields (station, date, and associated measurements). The report includes details on which row_ids are duplicates and how many collisions exist, enabling data cleaning decisions. No enrichment, forecasting, or external data is added.
Example use cases
Sensor network data deduplication audit
“I've collected air quality readings from 10 monitoring stations over the past month and I suspect some dates were logged twice. Can you check these records for duplicate station-date key pairs and tell me which row IDs are duplicated? I'll give you up to 150 rows with station name, date, PM2.5 and humidity.”
ETL pipeline data quality check
“Before I load this batch of air quality observations into our database, run a duplicate key check on these 80 records — each has a row_id, station, date, pm25 and humidity_percent. I need to catch any collisions before they cause insert errors.”
Environmental compliance data validation
“We need to submit clean air quality data for our quarterly compliance report. Can you scan these 200 station observation records and flag any duplicate keys — same station and date appearing more than once — so we can remove them before submission?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ar-analytics-air-quality-observations-key-duplicates?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, low-cost ($0.01 USDC) local duplicate key audit on a batch of up to 200 air quality observation records without needing enrichment or forecasting. It is ideal for data pipeline pre-validation, ETL deduplication checks, or compliance data cleaning specific to the air quality domain (station, date, PM2.5, humidity schema).
Side effects
- Fewer than 1 row submitted returns a validation error
- More than 200 rows submitted exceeds the maxItems limit and returns an error
- Missing required fields (row_id, station, date, pm25, humidity_percent) on any row causes schema validation failure
- Date strings not matching YYYY-MM-DD pattern are rejected
- Payment of 0.01 USDC not provided results in 402 Payment Required
- Malformed JSON body returns a 400 Bad Request
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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