MathWorks data analysis products let you access, visualize and analyze data using a single environment. You can interactively explore and model your data, build customized analyses, and share your discoveries with others through reports, published code, or complete applications.
Without leaving MATLAB, you can access, analyze, and visualize data from:
Manage and operate on your data using the data types that best suit the data’s characteristics. You can:
Historical and experimental data often contains noise, bad data, or missing data. With MathWorks data analysis products you preprocess, filter, and transform your data in the same environment that you use to explore, model, and visualize it. Capabilities range from core functions, such as summary statistics, filtering and smoothing operations, interpolation, convolution, and fast Fourier transforms (FFTs), to advanced data analysis tools for statistics, signal processing, image processing, and other specialized applications
Identify patterns, trends, and complex relationships, or build descriptive models using interactive tools that combine curve and surface fitting, multivariate statistics, spectral analysis, image analysis, system identification, and other analysis tasks in a single environment.
Your data-derived model can be combined with a mathematical model of the system. The result is an enhanced model that complements physics-based understanding with complex interactions, uncertainties, and other information from real system performance data.