AEMET Spain Weather Scraper
Pricing
from $7.50 / 1,000 results
AEMET Spain Weather Scraper
Tap AEMET OpenData for the latest conventional observations from Spanish weather stations, including temperature, humidity, wind, pressure, and station metadata. Pass a station code or pull every station at once. Useful for climate analytics, agriculture, and travel planning.
Pricing
from $7.50 / 1,000 results
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ParseForge
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🌦️ AEMET Spain Weather Stations Scraper
🚀 Export real-time weather observations from the Spanish State Meteorological Agency public OpenData API in seconds.
The AEMET Spain Weather Stations Scraper turns the AEMET OpenData portal into a clean dataset of station observations: temperature, humidity, wind and precipitation, by station.
| 🎯 Target Audience | 💡 Primary Use Cases |
|---|---|
| 📊 Analysts | Build clean datasets from the source |
| 🏢 Business teams | Plug official data into internal tools |
| 🤖 ML engineers | Training data ready for pandas and BigQuery |
| 📰 Journalists | Verify numbers in seconds |
| 🎓 Researchers | Reproducible historical pulls |
| 👩💻 Developers | Skip writing a client library |
📋 What the AEMET Spain Weather Stations Scraper does
- Calls the public AEMET OpenData endpoint.
- Parses the response and flattens each record into a clean row.
- Casts numeric fields and normalizes timestamps for downstream tools.
- Surfaces upstream errors as a clean
errorrecord instead of crashing. - Exports as CSV, Excel, JSON, JSONL, XML, RSS, or HTML.
💡 Why it matters: the source is public but its format is not analyst friendly. This actor returns a flat, tool-ready dataset.
📊 Data fields
Each record includes: datetime, humidity, latitude, longitude, precipitation, results, scrapedAt, station_id, station_name, temperature, wind. These field names come straight from the actor's dataset schema, so what you see here is what lands in your dataset.
⚠️ Good to Know: the upstream source enforces its own rate limits. Heavy pulls should be spread across runs.
🚀 How to use
- Click Try for free.
- Fill in the input fields (defaults work for a first run).
- Click Start. Your dataset is ready in seconds.
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💡 Pro Tip: browse the complete ParseForge collection for 900+ production-grade scrapers across business intelligence, real estate, e-commerce, sports, finance, and public records.
Disclaimer: This actor scrapes only publicly available data. ParseForge is not affiliated with, endorsed by, or sponsored by any of the third-party services referenced. Users are responsible for complying with the target site's terms of service and applicable law. Create a free account w/ $5 credit.
🆘 Need Help?
If you hit a bug, have questions about setup, or need a scraper we haven't built yet, open our contact form or write to parseforge@protonmail.com. We also take on paid custom data projects.
For faster answers, join our Discord. It's the best place to get support and suggest new actors.
