Data Import and Analysis

Import and export data, including large files; preprocess data, visualize and explore

Access data from text files, spreadsheets, hardware, other software, or the web. Explore the data to identify trends, test hypotheses, and estimate uncertainty. Create customized algorithms, visualizations, and models.

Categories

Data Import and Export
Text files, spreadsheets, and other file formats; hardware; web access
Large Files and Big Data
Access and process collections of files and large data sets
Data Preprocessing
Clean, normalize, aggregate, and analyze data
Descriptive Statistics
Range, central tendency, standard deviation, variance, correlation
Data Exploration
Explore data with visualizations or sonification
Manage Experiments
Design experiments to run MATLAB^® code

Related Information

Climate Data Visualization and Analysis (MathWorks Teaching Resources)