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How does R support high-frequency financial analytics systems?
Updated May 24, 2026
Short answer
R supports financial analytics via low-latency APIs, optimized C++ backends, and streaming integrations.
Deep explanation
Although not a low-latency language, R is used in analytics layers where data is pre-aggregated. Critical computations are offloaded to C++ or streaming systems, while R handles strategy modeling and visualization.
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