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Gold fell to 4,199.97 USD/t.oz on December 2, 2025, down 0.75% from the previous day. Over the past month, Gold's price has risen 4.93%, and is up 58.92% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Gold - values, historical data, forecasts and news - updated on December of 2025.
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GSCI fell to 556.57 Index Points on December 2, 2025, down 0.34% from the previous day. Over the past month, GSCI's price has fallen 0.80%, but it is still 3.06% higher than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. GSCI Commodity Index - values, historical data, forecasts and news - updated on December of 2025.
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CRB Index rose to 378.33 Index Points on December 1, 2025, up 0.45% from the previous day. Over the past month, CRB Index's price has fallen 0.80%, but it is still 10.95% higher than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. CRB Commodity Index - values, historical data, forecasts and news - updated on December of 2025.
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The global precious metal trading platform market is experiencing robust growth, driven by increasing investor interest in gold, silver, platinum, and palladium as safe-haven assets and diversification tools. The market size in 2025 is estimated at $15 billion, exhibiting a Compound Annual Growth Rate (CAGR) of 8% from 2025 to 2033. This growth is fueled by several key factors. Technological advancements, including the rise of mobile trading apps and sophisticated charting tools, are making precious metal trading more accessible to a wider range of investors. Furthermore, the increasing volatility in global financial markets is prompting investors to seek refuge in precious metals, bolstering demand for platforms facilitating their trading. Regulatory changes aiming to improve market transparency and investor protection are also indirectly supporting market expansion. However, challenges remain, including potential regulatory hurdles in specific regions and the inherent risks associated with volatile commodity markets. The market is segmented by platform type (web-based, mobile-based), trading style (spot, futures, options), and investor type (retail, institutional). Key players like GAIN Global Markets Inc., AxiTrader Limited, LMAX Global, IG Group, and CMC Markets are vying for market share through innovation, strategic partnerships, and expansion into new geographic markets. Competition is intense, forcing providers to continuously enhance their offerings and improve customer experience to retain a competitive edge. The forecast period of 2025-2033 presents significant opportunities for expansion, particularly in emerging markets with growing retail investor bases. The continued growth of the precious metal trading platform market is projected to be influenced by several ongoing trends. The increasing adoption of artificial intelligence (AI) and machine learning (ML) for algorithmic trading and risk management is expected to further enhance the efficiency and sophistication of trading platforms. The integration of blockchain technology for improved security and transparency is also gaining traction. However, potential restraints include cybersecurity threats, the need for robust compliance frameworks, and the ongoing evolution of investor preferences which necessitate platform adaptation. The expanding availability of educational resources and improved investor awareness about precious metals trading is expected to positively impact market growth. Furthermore, strategic mergers and acquisitions within the industry are likely to reshape the competitive landscape. Geographic expansion into underpenetrated regions, coupled with the development of tailored products to meet the specific needs of diverse investor segments, will be crucial for achieving sustained growth in the coming years.
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Dataset Description Overview
This dataset contains historical daily exchange rates between the US Dollar (USD) and the Indonesian Rupiah (IDR), sourced from Yahoo Finance. Each row represents one trading day, making it suitable for time-series analysis, forecasting, and financial research. Context
The USD/IDR exchange rate is widely used for:
Monitoring currency risk and hedging USD–IDR exposure
Evaluating Indonesia’s macroeconomic and financial conditions
Backtesting FX trading strategies
Teaching time-series and financial modeling
Because Indonesia is an emerging market, USD/IDR often exhibits notable volatility, driven by global interest rates, commodity prices, and domestic policy changes. Source and Collection
Data provider: Yahoo Finance
Instrument: USD/IDR exchange rate (e.g., ticker USDIDR=X on Yahoo Finance)
Frequency: Daily (one record per trading day)
Fields: Standard Yahoo Finance OHLC data (Open, High, Low, Close, Adjusted Close, Volume)
Collection method: Downloaded programmatically via a Python library that wraps Yahoo Finance data (e.g., yfinance)
Retrieval: Data was fetched in Python and then exported to CSV for this dataset
Coverage period: From the earliest available date on Yahoo Finance for USD/IDR up to the download date (please add the exact start and end dates if you want, e.g., YYYY‑MM‑DD to YYYY‑MM‑DD)
Please check Yahoo Finance’s terms of use before using the dataset in commercial or production settings. Possible Use Cases
Time-series forecasting models (ARIMA, Prophet, LSTM, etc.)
Volatility and risk analysis (e.g., rolling volatility, VaR)
Studying the impact of macroeconomic news or events on IDR
Feature in multi-asset or macroeconomic research datasets
Educational projects in finance, econometrics, and data science
Notes
This dataset contains no personal or sensitive information.
Values are provided as-is from Yahoo Finance; minor discrepancies may exist compared with other FX data vendors.
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TwitterThe Implied Impact on Price dataset provides a cross-commodity view of how market narratives and sentiment correlate with price movements across agriculture, energy, and currencies. The data expresses implied directional impacts (positive or negative) derived from sentiment analysis and market drivers, helping traders understand how different commodities and assets may respond to external shocks. Key features in this sample include: Agriculture sensitivity: Corn shows strong positive implied impact (+0.80), while cotton and coffee exhibit pronounced negative sensitivity (-1.00). Livestock volatility: Live cattle and lean hogs display mixed impacts across markets, highlighting their sensitivity to both supply shocks and currency moves. Soft commodities: Sugar and soybeans reveal sharp negative relationships with certain drivers, balanced by pockets of positive sentiment. Cross-asset relationships: The dataset reveals how agriculture commodities correlate not only within their sector but also with energy and FX markets. For systematic and quantitative traders, this dataset offers a structured framework for: Identifying leading indicators across sectors. Testing cross-asset correlations between agriculture, energy, and currencies. Building factor models that incorporate sentiment-driven relationships alongside traditional price data. By quantifying implied impacts, this dataset helps trading desks refine models, stress test portfolios, and uncover new sources of alpha.
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Crude Oil fell to 59.17 USD/Bbl on December 2, 2025, down 0.25% from the previous day. Over the past month, Crude Oil's price has fallen 3.08%, and is down 15.40% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Crude Oil - values, historical data, forecasts and news - updated on December of 2025.
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As per the latest research conducted in 2025, the FX Volatility Trading market size reached a significant valuation of USD 7.5 billion in 2024, reflecting robust activity across global financial markets. The market is projected to expand at a CAGR of 8.2% over the forecast period, with the total market size anticipated to reach USD 14.3 billion by 2033. This growth is primarily driven by the increasing sophistication of trading strategies, rising demand for risk management solutions, and the proliferation of advanced trading platforms. As market participants seek to navigate unpredictable currency fluctuations, the FX Volatility Trading market is experiencing heightened engagement from both institutional and retail investors, further propelling its expansion.
The primary growth factor underpinning the FX Volatility Trading market is the heightened volatility in global currency markets, which has become a defining feature of the post-pandemic macroeconomic environment. Central banks' divergent monetary policies, ongoing geopolitical tensions, and fluctuating commodity prices have all contributed to significant swings in foreign exchange rates. This environment has created lucrative opportunities for traders and investors to capitalize on volatility, driving demand for sophisticated financial instruments such as options, futures, and swaps. Moreover, the integration of algorithmic and quantitative trading techniques has enabled market participants to deploy more nuanced and responsive strategies, further amplifying trading volumes and market liquidity.
Another critical driver is the rapid technological advancement in trading infrastructure, particularly the widespread adoption of electronic trading platforms. These platforms have revolutionized how FX volatility products are accessed, priced, and traded, offering unparalleled speed, transparency, and efficiency. The digitization of trading workflows has not only lowered barriers to entry for a broader array of market participants but has also facilitated the development of new product types and complex structured solutions. As financial institutions and asset managers increasingly embrace automation and artificial intelligence, the FX Volatility Trading market is poised for continued innovation and growth, with technology serving as both an enabler and a differentiator in a highly competitive landscape.
Additionally, the growing emphasis on risk management and portfolio diversification has fueled the adoption of FX volatility trading strategies among institutional investors, hedge funds, and asset managers. In an era marked by uncertainty and rapid market shifts, these entities are leveraging volatility instruments to hedge currency exposures, optimize returns, and manage systemic risks. Regulatory reforms and enhanced market transparency have also contributed to greater confidence in these products, encouraging broader participation from both buy-side and sell-side institutions. As a result, the FX Volatility Trading market is increasingly viewed as an essential component of modern investment and risk management frameworks.
From a regional perspective, North America and Europe continue to dominate the FX Volatility Trading market, accounting for the majority of trading volumes and market share. However, the Asia Pacific region is emerging as a significant growth engine, supported by deepening capital markets, rising cross-border trade, and the liberalization of currency regimes. Latin America and the Middle East & Africa are also witnessing increased activity, albeit from a lower base, as financial markets in these regions mature and integrate with global trading networks. The interplay of regional dynamics, regulatory environments, and technological adoption will shape the competitive landscape and growth trajectory of the FX Volatility Trading market in the coming years.
The FX Volatility Trading market is segmented by product type into Options, Futur
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According to our latest research, the FX Hedging Automation Platforms market size reached USD 1.84 billion in 2024 and is expected to grow at a robust CAGR of 12.1% during the forecast period, reaching USD 5.13 billion by 2033. This impressive growth trajectory is primarily driven by the escalating demand for advanced risk management solutions, increasing cross-border trade activities, and the growing complexity of foreign exchange (FX) transactions. As organizations strive for greater operational efficiency and risk mitigation, the adoption of automation platforms for FX hedging has become an indispensable strategy for both financial and non-financial enterprises worldwide.
One of the most significant growth drivers for the FX Hedging Automation Platforms market is the increasing volatility in global currency markets. Over the past decade, geopolitical tensions, fluctuating commodity prices, and divergent monetary policies have contributed to heightened FX market unpredictability. This has made manual hedging processes both cumbersome and prone to error, pushing corporates and financial institutions to seek out automated solutions that can provide real-time analytics, streamlined workflows, and robust compliance capabilities. The integration of artificial intelligence and machine learning into these platforms further enhances their predictive power, enabling users to anticipate market movements and optimize their hedging strategies for maximum efficacy.
Another key factor fueling market expansion is the growing emphasis on regulatory compliance and transparency. With financial authorities across regions imposing stricter reporting and risk management standards, organizations are under pressure to ensure that their FX activities are both auditable and compliant with evolving regulations such as MiFID II, Dodd-Frank, and EMIR. FX Hedging Automation Platforms offer comprehensive audit trails, automated reporting, and real-time monitoring, which significantly reduce the risk of non-compliance and associated penalties. This regulatory landscape is particularly influential in sectors such as banking, financial services, and insurance (BFSI), where adherence to compliance frameworks is paramount.
The proliferation of digital transformation initiatives across industries has also played a pivotal role in accelerating the adoption of FX Hedging Automation Platforms. Enterprises, regardless of size, are increasingly migrating to cloud-based solutions that offer scalability, flexibility, and seamless integration with existing treasury and risk management systems. This shift not only reduces the total cost of ownership but also empowers organizations to access cutting-edge functionalities such as automated deal execution, scenario analysis, and multi-entity risk aggregation from anywhere in the world. As businesses continue to expand their global footprint, the need for agile and intelligent FX risk management tools will only intensify, driving sustained market growth through 2033.
From a regional perspective, North America currently dominates the FX Hedging Automation Platforms market, accounting for the largest revenue share, followed closely by Europe and Asia Pacific. The robust presence of multinational corporations, advanced financial infrastructure, and early adoption of automation technologies in these regions have been instrumental in driving market penetration. Meanwhile, emerging markets in Asia Pacific and Latin America are witnessing rapid growth, fueled by increasing foreign investments, rising trade volumes, and the digitalization of financial services. As global economic dynamics continue to evolve, the regional landscape of the FX Hedging Automation Platforms market is expected to become increasingly diversified, with significant opportunities emerging across both developed and developing economies.
The FX Hedging Automation Platforms market is segmented by component into Software and Services, each playing a distinct role in driving market adoption and value creation. The software segment constitutes the core of the market, encompassing comprehensive platforms that automate the entire FX hedging lifecycle, from trade execution to risk analytics and compliance reporting. These solutions are designed to integrate seamlessly with corporate treasury systems, enterprise resource planning (ERP) plat
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Wheat fell to 529.25 USd/Bu on December 1, 2025, down 0.33% from the previous day. Over the past month, Wheat's price has fallen 2.62%, and is down 1.53% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Wheat - values, historical data, forecasts and news - updated on December of 2025.
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Class Definitions
Label Description Typical triggers
ir Interest rate swaps, caps, floors, swaptions, futures on LIBOR/SOFR/SOFR, etc. “floating rate”, “LIBOR”, “interest rate swap”
fx Currency forwards, FX swaps, currency options, cross-currency interest rate swaps “foreign currency”, “euro”, “peso”, “exchange rate”
cp Commodity hedges (oil, jet fuel, metals, agriculture, power, freight) “jet fuel”, “natural gas”, “copper”, “commodity”
eq Equity forwards, total… See the full description on the dataset page: https://huggingface.co/datasets/DerivedFunction/derivative-category-dataset.
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TwitterThe US dollar index of November 10, 2025 was lower than it was in October 2025, although still above the level in June 2025, the lowest value in the current year. This reveals itself in a historical graphic on the past 50 years, measuring the relative strength of the U.S. dollar. This metric is different from other FX graphics that compare the U.S. dollar against other currencies. By October 1, 2025, the DXY index was around 97.66 points. The history of the DXY Index The index shown here – often referred to with the code DXY or USDX -measures the value of the U.S. dollar compared to a basket of six other foreign currencies. This basket includes the euro, the Swiss franc, the Japanese yen, the Canadian dollar, the British pound, and the Swedish króna. The index was created in 1973, after the arrival of the petrodollar and the dissolution of the Bretton Woods Agreement. Today, most of these currencies remain connected to the United States' largest trade partners. The relevance of the DXY Index The index focuses on trade and the strength of the U.S. dollar against specific currencies. It's less about inflation or devaluation, which is measured in alternative metrics like the Big Mac Index. Indeed, as the methodology behind the DXY Index has only been updated once – when the euro arrived in 1999 – some argue this composition is not accurate to the current state of the world. The price development of the U.S. dollar affects many things, including commodity prices in general.
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Coffee fell to 408.66 USd/Lbs on December 2, 2025, down 0.95% from the previous day. Over the past month, Coffee's price has risen 0.50%, and is up 38.54% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Coffee - values, historical data, forecasts and news - updated on December of 2025.
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Although the Maldives’ economy rebounded strongly from the pandemic, macro-financial vulnerabilities persist. After double-digit growth in 2022, real gross domestic product (GDP) growth is projected to have reached 4.0 percent in 2023. However, vulnerabilities from high public debt, rising external debt servicing obligations, and a widening current account deficit remain elevated. Financial support to state-owned enterprises (SOEs), particularly for housing projects implemented by the Housing Development Corporation (HDC), has added to fiscal vulnerabilities. Rising fiscalfinancing needs have been met by domestic debt issuance, which has been absorbed by the domestic financial sector, and monetary financing. A shortage of FX at the official rate, largely driven by import-intensive investment and increase in public spending, including pandemic-related spending, has resulted in FX rationing by the Maldives Monetary Authority (MMA) to commercial banks and by banks to their clients, fueling a well-established parallel FX market at a premium. In the context of high government debt, weakening reserves, and high commodity prices, Maldives isincreasingly vulnerable to macro-financial shocks, with potentially negative spillovers in the financial sector.
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High Frequency Trading Server Market Size 2024-2028
The high frequency trading (HFT) server market size is forecast to increase by USD 104.8 million at a CAGR of 4.36% between 2023 and 2028. The market is experiencing significant growth due to the increasing demand for online trading platforms in the Asia-Pacific region. Digitalization is another major growth factor, as financial institutions and trading firms continue to invest in advanced technologies to enhance their trading capabilities. However, the market is not without challenges.
One limitation is the high cost and complexities associated with HFT servers, which require specialized hardware and software to operate effectively. Additionally, regulatory compliance and security concerns continue to pose challenges for market participants. Despite these challenges, the HFT server market is expected to grow at a strong pace, driven by the need for faster trade execution and increased competition in the financial markets.
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The high-frequency trading (HFT) server market is a critical component of the financial services sector, catering to the demands of ultra-low latency trading in the trading ecosystem. HFT servers are designed specifically for fast-frequency trading, utilizing mathematical algorithms and quantum computing capabilities to analyze high-frequency financial data and execute trades based on market conditions. These servers are optimized for stock trading and other electronic trading instruments, with intent-based networking and co-location strategies employed to minimize network latency. Original design manufacturers (ODMs) play a significant role in supplying HFT servers, ensuring the high turnover rates required for algorithmic financial trading. The HFT market encompasses various financial instruments, including shares, commodities, and indices, with investment horizons ranging from microseconds to milliseconds.
Computer algorithms, artificial intelligence (AI), and deep learning capabilities are increasingly being integrated into HFT servers to enhance their performance and adaptability. The HFT market is characterized by high turnover rates and complex algorithms, making it a dynamic and competitive landscape for trading exchanges and financial institutions.
Market Segmentation
The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018 - 2022 for the following segments.
Type
x-86 based
ARM based
Application
Equity trading
Forex market
Commodity market
Others
Geography
North America
US
Europe
Germany
France
APAC
China
Japan
South America
Middle East and Africa
By Type Insights
The X-86 based segment is estimated to witness significant growth during the forecast period. High-frequency trading (HFT) servers play a pivotal role in the financial sector by facilitating high turnover rates in the electronic trading of various financial instruments. These servers are critical in handling high-frequency financial data and executing algorithmic-based trading strategies in equities, commodities, and foreign exchange markets. Co-location of HFT systems in data centers with hypertec brand servers ensures low-latency connections and uninterrupted service, enabling complex algorithms to process data analytics workloads in real-time. High-power computational analysis is a necessity for HFT systems, requiring specialized hardware such as ARM-based CPUs in the ARM architecture or X86-based servers. Trading apps demand high-bandwidth networks to process transactions efficiently, with turnover rates often measured in microseconds.
Algorithmic trading relies on artificial intelligence and machine learning technologies to analyze market trends and execute trades based on intricate patterns. Trading delays can significantly impact HFT systems' performance, necessitating the use of field-programmable gate arrays and optimized software to minimize transaction delays. HFT servers must provide uninterrupted service, making reliability and redundancy essential features. Trading exchanges rely on these computerized trading tools to execute transactions efficiently, ensuring a level playing field for all market participants.
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The X-86 based segment accounted for USD 325.10 million in 2018 and showed a gradual increase during the forecast period.
Regional Insights
North America is estimated to contribute 36% to the growth of the global market during the forecast period. Technavio's analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.
For more insights on the market share of various regions Request Free Sample
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Natural gas rose to 4.94 USD/MMBtu on December 3, 2025, up 2.04% from the previous day. Over the past month, Natural gas's price has risen 13.71%, and is up 62.29% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Natural gas - values, historical data, forecasts and news - updated on December of 2025.
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Copper rose to 5.19 USD/Lbs on December 2, 2025, up 0.35% from the previous day. Over the past month, Copper's price has risen 3.22%, and is up 25.36% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Copper - values, historical data, forecasts and news - updated on December of 2025.
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Cocoa fell to 5,359.52 USD/T on December 1, 2025, down 0.82% from the previous day. Over the past month, Cocoa's price has fallen 18.29%, and is down 41.61% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Cocoa - values, historical data, forecasts and news - updated on December of 2025.
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Rice fell to 10.13 USD/cwt on December 2, 2025, down 0.45% from the previous day. Over the past month, Rice's price has fallen 1.04%, and is down 33.78% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Rice - values, historical data, forecasts and news - updated on December of 2025.
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Gold fell to 4,199.97 USD/t.oz on December 2, 2025, down 0.75% from the previous day. Over the past month, Gold's price has risen 4.93%, and is up 58.92% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Gold - values, historical data, forecasts and news - updated on December of 2025.