# Macro-Crypto Correlations ⎊ Area ⎊ Resource 172 --- ## What is the Analysis of Macro-Crypto Correlations? Macro-crypto correlations represent the statistical relationships between cryptocurrency price movements and broader macroeconomic variables, encompassing factors like interest rates, inflation, and geopolitical events. These correlations are not static, evolving with market maturity and shifts in investor sentiment, demanding continuous reassessment for effective risk management. Understanding these linkages is crucial for derivatives traders, informing option pricing and hedging strategies, particularly given crypto’s increasing integration with traditional finance. Quantifying these relationships requires robust econometric modeling, acknowledging the non-linear dynamics and potential for regime shifts inherent in both crypto and macroeconomic systems. ## What is the Adjustment of Macro-Crypto Correlations? The dynamic interplay between macro factors and crypto assets necessitates constant portfolio adjustments, moving beyond simple directional exposure to incorporate volatility and correlation trading strategies. Options strategies, such as volatility swaps and variance swaps, become essential tools for managing exposure to changing correlation regimes, allowing for profit generation from anticipated shifts. Effective adjustment requires real-time data analysis and the ability to rapidly recalibrate models, recognizing that correlation breakdowns can occur during periods of extreme market stress. This adaptive approach is paramount for preserving capital and maximizing risk-adjusted returns in the crypto derivatives space. ## What is the Algorithm of Macro-Crypto Correlations? Algorithmic trading strategies increasingly leverage macro-crypto correlations, employing machine learning techniques to identify and exploit predictive signals. These algorithms analyze vast datasets, incorporating both on-chain and off-chain data, to forecast price movements and optimize trade execution. Backtesting and robust risk controls are vital components of these systems, mitigating the potential for overfitting and ensuring resilience to unforeseen market events. The sophistication of these algorithms continues to advance, driving increased market efficiency and creating opportunities for quantitative traders with specialized expertise. --- ## [Herding Behavior Analysis](https://term.greeks.live/term/herding-behavior-analysis/) Meaning ⎊ Herding Behavior Analysis identifies and mitigates systemic fragility caused by synchronized participant actions within decentralized financial markets. ⎊ Term ## [Aggregated Data Sources](https://term.greeks.live/definition/aggregated-data-sources/) Combining price data from multiple independent exchanges to create a robust and manipulation-resistant market index. ⎊ Term ## [Financial Protocol Integration](https://term.greeks.live/term/financial-protocol-integration/) Meaning ⎊ Financial Protocol Integration unifies decentralized liquidity and risk management to enable the atomic execution of complex derivative strategies. ⎊ Term ## [Decentralized Finance Fragility](https://term.greeks.live/term/decentralized-finance-fragility/) Meaning ⎊ Decentralized Finance Fragility refers to the systemic risk where automated protocol mechanics exacerbate market volatility through forced liquidations. ⎊ Term ## [Exposure Concentration Ratios](https://term.greeks.live/definition/exposure-concentration-ratios/) Metrics evaluating the percentage of total assets tied to single risk sources to highlight overexposure and fragility. ⎊ Term ## [Cross-Protocol Exposure](https://term.greeks.live/definition/cross-protocol-exposure/) The risk arising from DeFi protocols relying on other protocols, creating chains of dependency and systemic contagion. ⎊ Term ## [Finite Fields](https://term.greeks.live/definition/finite-fields/) Mathematical structures with a limited set of elements that provide the precise, error-free arithmetic for encryption. ⎊ Term ## [Liquidation Feedback Loop](https://term.greeks.live/term/liquidation-feedback-loop/) Meaning ⎊ A Liquidation Feedback Loop is an automated cycle where forced asset sales during volatility trigger further price declines and systemic insolvency. ⎊ Term ## [Blockchain Throughput Pricing](https://term.greeks.live/term/blockchain-throughput-pricing/) Meaning ⎊ Blockchain Throughput Pricing functions as a decentralized market mechanism for allocating finite block space through real-time fee discovery. ⎊ Term ## [Debt Overhang](https://term.greeks.live/definition/debt-overhang/) A condition where excessive debt burdens prevent new investment and hinder growth by favoring creditors over stakeholders. ⎊ Term ## [Crypto Asset Pricing Models](https://term.greeks.live/term/crypto-asset-pricing-models/) Meaning ⎊ Crypto Asset Pricing Models provide the mathematical foundation for quantifying risk and fair value in the volatile decentralized derivative landscape. ⎊ Term ## [Quantitive Finance Models](https://term.greeks.live/term/quantitive-finance-models/) Meaning ⎊ Quantitative finance models enable the pricing, risk management, and strategic execution of derivative contracts within decentralized markets. ⎊ Term ## [Automated Margin Rebalancing](https://term.greeks.live/term/automated-margin-rebalancing/) Meaning ⎊ Automated Margin Rebalancing programmatically sustains position solvency by dynamically adjusting collateral to match real-time market risk exposure. ⎊ Term ## [Derivative Product Innovation](https://term.greeks.live/term/derivative-product-innovation/) Meaning ⎊ Derivative Product Innovation provides the essential mechanisms for volatility management and risk transfer in decentralized financial markets. ⎊ Term ## [Financial Model Validation](https://term.greeks.live/term/financial-model-validation/) Meaning ⎊ Financial Model Validation provides the rigorous mathematical verification required to maintain stability and risk control in decentralized markets. ⎊ Term ## [Protocol Level Optimization](https://term.greeks.live/term/protocol-level-optimization/) Meaning ⎊ Protocol Level Optimization embeds financial logic into blockchain architecture to enable deterministic, transparent, and efficient derivative settlement. ⎊ Term ## [Execution Cost Reduction](https://term.greeks.live/term/execution-cost-reduction/) Meaning ⎊ Execution Cost Reduction is the systematic minimization of frictional losses to optimize the net performance of crypto derivative strategies. ⎊ Term ## [Borrowing and Lending Protocols](https://term.greeks.live/term/borrowing-and-lending-protocols/) Meaning ⎊ Borrowing and Lending Protocols facilitate permissionless credit and liquidity, serving as the automated foundation for decentralized financial markets. ⎊ Term ## [Risk Mitigation Protocols](https://term.greeks.live/definition/risk-mitigation-protocols/) Systematic rules and mechanisms built to reduce financial exposure and prevent systemic failure. ⎊ Term ## [Non-Linear Sensitivity](https://term.greeks.live/term/non-linear-sensitivity/) Meaning ⎊ Non-Linear Sensitivity defines the acceleration of risk exposure, serving as the essential mathematical framework for stabilizing decentralized derivatives. ⎊ Term ## [Options Trading Dynamics](https://term.greeks.live/term/options-trading-dynamics/) Meaning ⎊ Options trading dynamics define the probabilistic architecture through which participants exchange volatility risk for structured payoff outcomes. ⎊ Term ## [Options Market Analysis](https://term.greeks.live/term/options-market-analysis/) Meaning ⎊ Options market analysis provides the quantitative framework to price uncertainty and manage systemic risk within decentralized financial structures. ⎊ Term ## [Mempool Congestion Analysis](https://term.greeks.live/definition/mempool-congestion-analysis/) The study of pending transaction volumes to forecast gas price volatility and potential network bottlenecks. ⎊ Term ## [DeFi Trading Protocols](https://term.greeks.live/term/defi-trading-protocols/) Meaning ⎊ DeFi trading protocols provide permissionless, automated infrastructure for secure asset exchange and derivative risk management in global markets. ⎊ Term ## [High-Frequency Trading Dynamics](https://term.greeks.live/definition/high-frequency-trading-dynamics/) Algorithmic trading strategies operating at microsecond speeds to exploit price inefficiencies and provide market liquidity. ⎊ Term ## [Automated Rebalancing Algorithms](https://term.greeks.live/term/automated-rebalancing-algorithms/) Meaning ⎊ Automated rebalancing algorithms maintain portfolio risk parameters by autonomously executing trades to correct asset weight drift in real-time. ⎊ Term ## [Slippage Minimization Strategies](https://term.greeks.live/term/slippage-minimization-strategies/) Meaning ⎊ Slippage minimization strategies utilize algorithmic execution to preserve capital by reducing price impact during large-scale decentralized asset trades. ⎊ Term ## [DeFi Liquidation Efficiency](https://term.greeks.live/term/defi-liquidation-efficiency/) Meaning ⎊ DeFi Liquidation Efficiency optimizes debt recovery by balancing rapid insolvency resolution with the mitigation of market impact and slippage. ⎊ Term ## [Trader Discipline](https://term.greeks.live/definition/trader-discipline/) The consistent application of a predefined trading plan and risk rules to maintain emotional control in volatile markets. ⎊ Term ## [Liquidity Crises](https://term.greeks.live/definition/liquidity-crises/) A market condition where insufficient liquid assets exist to meet demand, often leading to bank-run scenarios and failures. ⎊ Term --- ## Raw Schema Data ```json { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://term.greeks.live/" }, { "@type": "ListItem", "position": 2, "name": "Area", "item": "https://term.greeks.live/area/" }, { "@type": "ListItem", "position": 3, "name": "Macro-Crypto Correlations", "item": "https://term.greeks.live/area/macro-crypto-correlations/" }, { "@type": "ListItem", "position": 4, "name": "Resource 172", "item": "https://term.greeks.live/area/macro-crypto-correlations/resource/172/" } ] } ``` ```json { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the Analysis of Macro-Crypto Correlations?", "acceptedAnswer": { "@type": "Answer", "text": "Macro-crypto correlations represent the statistical relationships between cryptocurrency price movements and broader macroeconomic variables, encompassing factors like interest rates, inflation, and geopolitical events. 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A prominent white sphere and a luminescent green ring add focal points to the intricate structure." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/execution-cost-reduction/", "url": "https://term.greeks.live/term/execution-cost-reduction/", "headline": "Execution Cost Reduction", "description": "Meaning ⎊ Execution Cost Reduction is the systematic minimization of frictional losses to optimize the net performance of crypto derivative strategies. ⎊ Term", "datePublished": "2026-03-22T22:20:30+00:00", "dateModified": "2026-03-22T22:21:07+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/optimized-algorithmic-execution-protocol-design-for-cross-chain-liquidity-aggregation-and-risk-mitigation.jpg", "width": 3850, "height": 2166, "caption": "A dark blue, streamlined object with a bright green band and a light blue flowing line rests on a complementary dark surface. The object's design represents a sophisticated financial engineering tool, specifically a proprietary quantitative strategy for derivative instruments." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/borrowing-and-lending-protocols/", "url": "https://term.greeks.live/term/borrowing-and-lending-protocols/", "headline": "Borrowing and Lending Protocols", "description": "Meaning ⎊ Borrowing and Lending Protocols facilitate permissionless credit and liquidity, serving as the automated foundation for decentralized financial markets. ⎊ Term", "datePublished": "2026-03-22T22:18:37+00:00", "dateModified": "2026-03-22T22:19:54+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-finance-synthetic-assets-collateralization-protocol-governance-and-automated-market-making-mechanisms.jpg", "width": 3850, "height": 2166, "caption": "The image displays a close-up view of a complex mechanical assembly. Two dark blue cylindrical components connect at the center, revealing a series of bright green gears and bearings." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/risk-mitigation-protocols/", "url": "https://term.greeks.live/definition/risk-mitigation-protocols/", "headline": "Risk Mitigation Protocols", "description": "Systematic rules and mechanisms built to reduce financial exposure and prevent systemic failure. ⎊ Term", "datePublished": "2026-03-22T22:14:29+00:00", "dateModified": "2026-04-04T05:05:43+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-finance-options-structuring-complex-collateral-layers-and-senior-tranches-risk-mitigation-protocol.jpg", "width": 3850, "height": 2166, "caption": "A macro view displays two nested cylindrical structures composed of multiple rings and central hubs in shades of dark blue, light blue, deep green, light green, and cream. The components are arranged concentrically, highlighting the intricate layering of the mechanical-like parts." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/non-linear-sensitivity/", "url": "https://term.greeks.live/term/non-linear-sensitivity/", "headline": "Non-Linear Sensitivity", "description": "Meaning ⎊ Non-Linear Sensitivity defines the acceleration of risk exposure, serving as the essential mathematical framework for stabilizing decentralized derivatives. ⎊ Term", "datePublished": "2026-03-22T22:10:42+00:00", "dateModified": "2026-03-22T22:11:22+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/non-linear-payoff-structure-of-derivative-contracts-and-dynamic-risk-mitigation-strategies-in-volatile-markets.jpg", "width": 3850, "height": 2166, "caption": "A high-resolution technical rendering displays a flexible joint connecting two rigid dark blue cylindrical components. The central connector features a light-colored, concave element enclosing a complex, articulated metallic mechanism." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/options-trading-dynamics/", "url": "https://term.greeks.live/term/options-trading-dynamics/", "headline": "Options Trading Dynamics", "description": "Meaning ⎊ Options trading dynamics define the probabilistic architecture through which participants exchange volatility risk for structured payoff outcomes. ⎊ Term", "datePublished": "2026-03-22T22:03:05+00:00", "dateModified": "2026-03-22T22:03:41+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/interacting-layers-of-collateralized-defi-primitives-and-continuous-options-trading-dynamics.jpg", "width": 3850, "height": 2166, "caption": "A high-angle, close-up view presents an abstract design featuring multiple curved, parallel layers nested within a blue tray-like structure. The layers consist of a matte beige form, a glossy metallic green layer, and two darker blue forms, all flowing in a wavy pattern within the channel." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/options-market-analysis/", "url": "https://term.greeks.live/term/options-market-analysis/", "headline": "Options Market Analysis", "description": "Meaning ⎊ Options market analysis provides the quantitative framework to price uncertainty and manage systemic risk within decentralized financial structures. ⎊ Term", "datePublished": "2026-03-22T22:00:18+00:00", "dateModified": "2026-03-22T22:00:43+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/advanced-algorithmic-trading-system-for-high-frequency-crypto-derivatives-market-analysis.jpg", "width": 3850, "height": 2166, "caption": "The image displays a high-tech, multi-layered structure with aerodynamic lines and a central glowing blue element. The design features a palette of deep blue, beige, and vibrant green, creating a futuristic and precise aesthetic." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/mempool-congestion-analysis/", "url": "https://term.greeks.live/definition/mempool-congestion-analysis/", "headline": "Mempool Congestion Analysis", "description": "The study of pending transaction volumes to forecast gas price volatility and potential network bottlenecks. ⎊ Term", "datePublished": "2026-03-22T21:59:00+00:00", "dateModified": "2026-03-29T06:41:55+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/interoperable-multi-chain-layering-architecture-visualizing-scalability-and-high-frequency-cross-chain-data-throughput-channels.jpg", "width": 3850, "height": 2166, "caption": "A close-up view shows a stylized, multi-layered structure with undulating, intertwined channels of dark blue, light blue, and beige colors, with a bright green rod protruding from a central housing. This abstract visualization represents the intricate multi-chain architecture necessary for advanced scaling solutions in decentralized finance." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/defi-trading-protocols/", "url": "https://term.greeks.live/term/defi-trading-protocols/", "headline": "DeFi Trading Protocols", "description": "Meaning ⎊ DeFi trading protocols provide permissionless, automated infrastructure for secure asset exchange and derivative risk management in global markets. ⎊ Term", "datePublished": "2026-03-22T21:55:59+00:00", "dateModified": "2026-03-22T21:57:08+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/multi-layered-smart-contract-structure-for-options-trading-and-defi-collateralization-architecture.jpg", "width": 3850, "height": 2166, "caption": "A dark blue background contrasts with a complex, interlocking abstract structure at the center. The framework features dark blue outer layers, a cream-colored inner layer, and vibrant green segments that glow." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/high-frequency-trading-dynamics/", "url": "https://term.greeks.live/definition/high-frequency-trading-dynamics/", "headline": "High-Frequency Trading Dynamics", "description": "Algorithmic trading strategies operating at microsecond speeds to exploit price inefficiencies and provide market liquidity. ⎊ Term", "datePublished": "2026-03-22T21:52:54+00:00", "dateModified": "2026-03-22T21:53:17+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/algorithmic-high-frequency-trading-protocol-layers-demonstrating-decentralized-options-collateralization-and-data-flow.jpg", "width": 3850, "height": 2166, "caption": "A 3D render displays a futuristic mechanical structure with layered components. The design features smooth, dark blue surfaces, internal bright green elements, and beige outer shells, suggesting a complex internal mechanism or data flow." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/automated-rebalancing-algorithms/", "url": "https://term.greeks.live/term/automated-rebalancing-algorithms/", "headline": "Automated Rebalancing Algorithms", "description": "Meaning ⎊ Automated rebalancing algorithms maintain portfolio risk parameters by autonomously executing trades to correct asset weight drift in real-time. ⎊ Term", "datePublished": "2026-03-22T21:51:56+00:00", "dateModified": "2026-03-22T21:52:56+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/a-close-up-view-of-a-structured-derivatives-product-smart-contract-rebalancing-mechanism-visualization.jpg", "width": 3850, "height": 2166, "caption": "A macro close-up depicts a stylized cylindrical mechanism, showcasing multiple concentric layers and a central shaft component against a dark blue background. The core structure features a prominent light blue inner ring, a wider beige band, and a green section, highlighting a layered and modular design." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/slippage-minimization-strategies/", "url": "https://term.greeks.live/term/slippage-minimization-strategies/", "headline": "Slippage Minimization Strategies", "description": "Meaning ⎊ Slippage minimization strategies utilize algorithmic execution to preserve capital by reducing price impact during large-scale decentralized asset trades. ⎊ Term", "datePublished": "2026-03-22T21:38:05+00:00", "dateModified": "2026-03-22T21:39:08+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/high-frequency-trading-algorithmic-execution-engine-with-concentrated-liquidity-stream-and-volatility-surface-computation.jpg", "width": 3850, "height": 2166, "caption": "A digital rendering depicts a futuristic mechanical object with a blue, pointed energy or data stream emanating from one end. The device itself has a white and beige collar, leading to a grey chassis that holds a set of green fins." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/defi-liquidation-efficiency/", "url": "https://term.greeks.live/term/defi-liquidation-efficiency/", "headline": "DeFi Liquidation Efficiency", "description": "Meaning ⎊ DeFi Liquidation Efficiency optimizes debt recovery by balancing rapid insolvency resolution with the mitigation of market impact and slippage. ⎊ Term", "datePublished": "2026-03-22T21:32:17+00:00", "dateModified": "2026-03-22T21:33:21+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/multi-layered-protocol-architecture-illustrating-collateralized-debt-positions-and-interoperability-in-defi-ecosystems.jpg", "width": 3850, "height": 2166, "caption": "A close-up view reveals a complex, layered structure composed of concentric rings. The composition features deep blue outer layers and an inner bright green ring with screw-like threading, suggesting interlocking mechanical components." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/trader-discipline/", "url": "https://term.greeks.live/definition/trader-discipline/", "headline": "Trader Discipline", "description": "The consistent application of a predefined trading plan and risk rules to maintain emotional control in volatile markets. ⎊ Term", "datePublished": "2026-03-22T21:18:43+00:00", "dateModified": "2026-03-22T21:19:22+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-options-protocol-architecture-layered-collateralization-yield-generation-and-smart-contract-execution.jpg", "width": 3850, "height": 2166, "caption": "An abstract composition features flowing, layered forms in dark blue, green, and cream colors, with a bright green glow emanating from a central recess. The image visually represents the complex structure of a decentralized derivatives protocol, where layered financial instruments, such as options contracts and perpetual futures, interact within a smart contract-driven environment." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/liquidity-crises/", "url": "https://term.greeks.live/definition/liquidity-crises/", "headline": "Liquidity Crises", "description": "A market condition where insufficient liquid assets exist to meet demand, often leading to bank-run scenarios and failures. ⎊ Term", "datePublished": "2026-03-22T21:14:37+00:00", "dateModified": "2026-04-01T14:08:54+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/conceptualizing-automated-execution-pathways-for-synthetic-assets-within-a-complex-collateralized-debt-position-framework.jpg", "width": 3850, "height": 2166, "caption": "The visual features a complex, layered structure resembling an abstract circuit board or labyrinth. The central and peripheral pathways consist of dark blue, white, light blue, and bright green elements, creating a sense of dynamic flow and interconnection." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/interlocking-decentralized-finance-protocol-architecture-non-linear-payoff-structures-and-systemic-risk-dynamics.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/macro-crypto-correlations/resource/172/