Spotfire® is a visual data science platform designed to help organizations address complex, industry-specific challenges by effectively utilizing data. This solution offers a range of flexible packaging options tailored to meet the diverse needs of teams at various stages of their visual data science journey. Spotfire® Data Science is built to help organizations solve complex, mission-critical challenges with scalable, visual data science. It combines the power of machine learning, statistical modeling, and process optimization in an intuitive, collaborative environment, enabling both data scientists and domain experts to deliver insights with speed, precision, and confidence. Designed with industry in mind, it equips teams with specialized data functions, visualizations, and mods tailored to the needs of energy, manufacturing, and other data-intensive sectors. Building on the capabilities of Spotfire Analytics, Spotfire Data Science takes analysis a step further by offering advanced tools for data understanding and preparation. Users can profile data, detect outliers, handle missing values, analyze correlations, and preprocess time series data to uncover meaningful patterns and insights. Predictive modeling is enhanced with built-in machine learning and statistical algorithms, complete with explainability features and dimensionality reduction techniques to better interpret complex results. Spotfire Data Science also provides a comprehensive suite of process improvement tools, ranging from design of experiments to reliability analysis and statistical process control, enabling organizations to continuously optimize operations and enhance product quality. Deep integrations with R, Python, and Jupyter notebooks provide experts with the flexibility to extend and customize their analyses. At the same time, native connectivity to industry-specific data sources ensures seamless integration with existing workflows. Whether the goal is to predict outcomes, optimize processes, or solve industry-specific problems, Spotfire Data Science empowers teams to turn raw data into strategic insight. Uniting advanced analytics with visual exploration enables organizations to address their toughest challenges and achieve measurable business impact. Scale from advanced visual analytics to industrial analytics - combining Spotfire’s interactive experience with domain-specific statistical depth. Spotfire Data Science extends Spotfire Analytics with domain-specific visualizations, workflows, and algorithms built for industrial analytics in energy, manufacturing, and life science. Profile and visually clean data, detect outliers, handle missing values, and preprocess time series. Then apply predictive models, machine learning, and statistical process control—all in an intuitive, collaborative, visual environment. Use built-in algorithms and use process optimization tools to accelerate discovery. From quality improvement to predictive maintenance, Spotfire Data Science helps engineers, scientists, and domain experts turn complex data into confident, measurable outcomes. Best for: Engineers, scientists, domain-experts, and industrial analytics teams tackling mission-critical challenges.