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Data scraping Meaning

Data scraping is the automated process of extracting information from websites, applications, or digital interfaces, typically using scripts or specialized tools. The scraped data may include prices, text, transaction records, metadata, or structured datasets, which are then stored for analysis, aggregation, or redistribution. In financial and crypto markets, data scraping is often used to collect market prices, liquidity metrics, and publicly available blockchain or exchange data.

Scraping operates by programmatically accessing web pages or APIs and parsing the underlying content. While some platforms offer official APIs designed for data access, scraping is sometimes used when APIs are limited, unavailable, or too restrictive. This makes scraping a powerful but potentially controversial technique, as it can strain systems or violate terms of service if not properly managed.

From a business perspective, scraped data supports activities such as market research, competitive analysis, risk monitoring, and trading strategy development. Crypto analytics firms may scrape blockchain explorers, governance forums, or exchange interfaces to build comprehensive datasets.

However, data accuracy and freshness are critical, as poorly maintained scrapers can collect outdated or incorrect information, leading to flawed decisions. There are also legal, ethical, and operational considerations.

Some jurisdictions regulate automated data collection, especially when personal data is involved. Excessive scraping can degrade website performance or trigger defensive measures such as IP blocking.

As a result, responsible scraping practices include rate limiting, respecting robots.txt rules, and prioritizing official data sources where possible. In regulated financial environments, compliance teams often review scraping practices to ensure alignment with legal and contractual obligations.

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Important Disclaimer:

Finery Markets BVI Limited (“Finery Markets”) provides software, technology infrastructure, and related Information and Communication Technology (ICT) services on a Software-as-a-Service (“SaaS”) basis. Finery Markets acts solely as a software vendor and does not operate a trading platform, does not intermediate, match, execute, clear, or settle transactions, and does not engage in any activities that would require regulatory authorisation under applicable laws.

Finery Markets’ software is non-custodial and is provided exclusively to licensed institutional entities that act as independent operators of their own environments. All counterparties are solely responsible for establishing and maintaining their own bilateral trading and settlement relationships. Finery Markets is not a party to any such arrangements and assumes no responsibility for the conduct, verification, or compliance obligations of any users of the software.

Nothing on this website shall be construed as a financial promotion, investment advice, or an offer to engage in regulated activities. Access to and use of the software is strictly limited to clients who have entered into a software licensing agreement with Finery Markets. Persons located in jurisdictions where such access is restricted should not rely on this website or any of its contents.

Additional notice to UK visitors: This website and associated communications are not intended to constitute a financial promotion under The Financial Services and Markets Act 2000 (Financial Promotion) Order 2005 (as amended) and related guidance. Access to services provided by Finery Markets is limited to regulated entities, professional clients and eligible counterparties as set out by the Financial Conduct Authority. UK users are not permitted to use this website for the services of Finery Markets if they don't fall within these categories.