📊 SGX Derivatives EOD Scraper

🚀 Export SGX derivatives EOD data in seconds. Structured records direct from the public api2.sgx.com endpoint to CSV, Excel, JSON, or XML.

The SGX Derivatives EOD Scraper turns the api2.sgx.com public REST endpoint into a clean, structured dataset. It calls the endpoint with the parameters you supply, parses the JSON, and flattens each record into one row.

Dataset coverage depends on the upstream source. All field names are clean snake_case / camelCase, numeric strings are auto-cast to numbers, and upstream rate-limit notes are surfaced as a clean error record instead of crashing your pipeline.

🎯 Target Audience	💡 Primary Use Cases
📊 Analysts	Pull structured records for analysis
🏢 Finance teams	Snapshot data for dashboards and reports
🤖 ML engineers	Build training sets from public sources
📰 Journalists	Verify numbers for stories with one click
👩‍💻 Developers	Mirror upstream data into your own DB without writing client code
🎓 Researchers	Run reproducible studies on public data

📋 What the SGX Derivatives EOD Scraper does

• Calls the public api2.sgx.com endpoint.
• Parses the JSON response and flattens each record into a clean row.
• Casts numeric fields to numbers so they import cleanly into Excel and BI tools.
• Surfaces upstream rate-limit or error notes as a single-row error record instead of crashing.
• Exports as CSV, Excel, JSON, JSONL, XML, RSS, or HTML.

💡 Why it matters: The raw SGX derivatives EOD JSON is verbose and hard to consume in spreadsheets. This actor normalizes the payload into one row per record so the data drops straight into pandas, BigQuery, or a Google Sheet.

📊 Data fields

Each record includes: close, contract, expiry, high, low, open, openInterest, results, scrapedAt, settle, tradeDate, volume. 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 SGX derivatives EOD API is rate-limited. This actor surfaces rate-limit notes as a clean error record so your downstream pipeline can decide how to retry.

🚀 How to use

1. Click Try for free.
2. Adjust input fields (or leave defaults).
3. Click Start. Within seconds, your dataset is ready — download as CSV, Excel, JSON, or XML, or pipe to your warehouse.

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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.

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