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from $7.50 / 1,000 results

MLIT Japan Real Estate Prices Scraper

Tap MLIT transaction prices for Japanese real estate by prefecture and quarter, returning prefecture, city, district, type, price, area, year_built, transaction_date, and structure. Useful for property valuation, market research, and investment analysis across all 47 prefectures.

Pricing

from $7.50 / 1,000 results

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ParseForge

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3 days ago

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🏠 MLIT Japan Real Estate Transaction Prices Scraper

🚀 Export official Japan real estate transaction prices from the MLIT WebLand public API in seconds. Prefecture, city, type, price, area, structure.

The MLIT Japan Real Estate Transaction Prices Scraper turns the official Ministry of Land WebLand API into a clean dataset of residential and commercial transactions across all 47 Japanese prefectures.

🎯 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 MLIT Japan Real Estate Transaction Prices Scraper does

Calls the public MLIT WebLand 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 error record 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: area, city, district, prefecture, price, results, scrapedAt, structure, transaction_date, type, year_built. 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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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.

MLIT Japan Real Estate Transaction Prices

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