Context

Extracted data from Investing .com by building a web scraper which could extract data if Start and End Date are given as parameters. You could find the scaper code here. Copper ,Gold, Crude Oil , Brent Oil , Natural Gas, Silver Prices variation of each of the commodities from the last 10 Years .

Copper

Copper prices are up 20% year to date, supported in part by a rebounding economy in the U.S. and other parts of the world as the pandemic comes under control. Improving economies are key to copper demand since it's an industrial metal that's a good conductor of electricity. Copper is found in a host of items from air conditioning units and televisions to cars. The base metal may also benefit from President Joe Biden's infrastructure plan and the growing appetite for electric vehicles. That's spurred investor interest in the red metal, but buyers need to do plenty of research. Commodities are unlike traditional stock and bond investing, as these markets have different fundamental drivers that affect pricing.

Gold

Gold has traditionally been regarded as a superior investment asset. It has become a safe haven for investors all around the world in recent years. Gold, in particular, possesses all of the characteristics that a traditional investor seeks in an asset class. Investing in gold has always shown to be a successful approach to combat inflation.

Crude Oil

Crude oil is at the heart of many global industries. It is the power that moves most vehicles, allows factories to operate and is used to generate electricity. Oil’s importance to mankind has made it a valuable commodity for many companies and countries. Along with its derivatives, crude oil is the most traded commodity in the world.

Brent Oil

Brent oil is a major benchmark price for purchases of oil worldwide. While Brent Crude oil is sourced from the North Sea the oil production coming from Europe, Africa and the Middle East flowing West tends to be priced relative to this oil. The Brent prices displayed in Trading Economics are based on over-the-counter (OTC) and contract for difference (CFD) financial instruments. Our market prices are intended to provide you with a reference only, rather than as a basis for making trading decisions. Trading Economics does not verify any data and disclaims any obligation to do so.

Natural Gas

The US Energy Information Administration says natural gas is the most widely used fuel for space heating in the US, and it has also started to beat out coal as the top fuel for power generation. Even so, demand for natural gas around the world can be volatile as it is very much dependent on the weather.

Silver

Silver may be used as an investment like other precious metals. It has been regarded as a form of money and store of value for more than 4,000 years, although it lost its role as legal tender in developed countries when the use of the silver standard came to a final end in 1935.

Acknowledgements

For this dataset I depended upon Investing.com to scrape the data . It's the premier source for financial, economic, and alternative datasets, serving investment professionals. Investing’s platform is used by over 400,000 people, including analysts from the world’s top hedge funds, asset managers and investment banks.

The global financial data services market is on a significant growth trajectory, driven by the increasing digitization of the financial industry and the escalating demand for data-driven insights for investment and risk management. This expansion is fueled by the growing complexity of global financial markets, stringent regulatory compliance requirements, and the proliferation of advanced technologies like AI and machine learning for predictive analytics. Key market players are focusing on providing real-time, accurate, and comprehensive data solutions to cater to a diverse clientele, including banks, asset management firms, and hedge funds. The Asia Pacific region is emerging as the fastest-growing market, presenting lucrative opportunities, while North America continues to hold the largest market share due to its mature financial infrastructure and high technology adoption rate.

Key strategic insights from our comprehensive analysis reveal:

The integration of Artificial Intelligence (AI) and Machine Learning (ML) is no longer a trend but a fundamental driver, enabling predictive analytics, algorithmic trading, and personalized financial advice, thereby creating significant value.
The Asia-Pacific region, led by China and India, is projected to witness the highest CAGR, driven by rapid economic growth, increasing foreign investment, and widespread digital transformation in its BFSI sector.
There is a surging demand for specialized data services, particularly in Environmental, Social, and Governance (ESG) criteria and alternative data (e.g., satellite imagery, social media sentiment), as investors seek a more holistic view for decision-making.

Global Market Overview & Dynamics of Financial Data Services Market Analysis The global financial data services market is experiencing robust growth, set to expand from $19,761.5 million in 2021 to an estimated $52,972.4 million by 2033, progressing at a compound annual growth rate (CAGR) of 8.564%. This growth is underpinned by the financial sector's digital revolution, where real-time, accurate data is crucial for maintaining a competitive edge, ensuring regulatory compliance, and managing complex risks. The increasing adoption of cloud computing and AI is further democratizing access to sophisticated analytical tools, broadening the market's reach. Global Financial Data Services Market Drivers

Increasing Regulatory Complexity and Compliance Demands: Stringent regulations like MiFID II, Dodd-Frank, and Basel III mandate greater transparency and robust reporting, compelling financial institutions to invest heavily in reliable data services to ensure compliance and manage risk effectively.
Growth of Algorithmic and High-Frequency Trading: The rising prevalence of automated trading strategies that rely on instantaneous access to vast amounts of market data to execute trades in microseconds is a primary driver for real-time data feed services.
Digital Transformation in the BFSI Sector: The broad shift towards digital platforms in banking, wealth management, and insurance necessitates sophisticated data services for everything from customer analytics and personalized services to fraud detection and operational efficiency.

Global Financial Data Services Market Trends

Adoption of AI and Machine Learning for Predictive Analytics: Financial firms are increasingly leveraging AI/ML to analyze market trends, forecast asset performance, and automate investment decisions, driving demand for high-quality, structured datasets.
Surge in Demand for ESG Data: A growing investor focus on sustainability and ethical investing has created a massive trend for specialized ESG (Environmental, Social, and Governance) data services to assess corporate performance beyond traditional financial metrics.
Rise of Cloud-Based Data Platforms: The shift towards cloud-based solutions offers financial institutions greater flexibility, scalability, and cost-efficiency in accessing and analyzing large datasets, moving away from legacy on-premise systems.

Global Financial Data Services Market Restraints

Data Security and Privacy Concerns: The high sensitivity of financial data makes it a prime target for cyberattacks. The risk of data breaches and the need to comply with data privacy regulations like GDPR pose significant challenges and operational costs.
High Cost of Premium Data Services: Subscriptions to premium, real-time financial data feeds and sophisticated...