MATLAB Data Analysis

Use this skill for MATLAB analysis pipelines that start with data and end with validated numbers, figures, or reports.

Workflow

1. Inventory input files and schemas before coding.
2. Load data with typed APIs: readtable, readtimetable, matfile, datastore, or toolbox importers.
3. Normalize units, time zones, missing values, categorical fields, and outliers explicitly.
4. Build analysis as functions plus a thin runner script.
5. Save clean data, figures, and summary metrics under artifacts/.
6. Validate with shape checks, range checks, and at least one numerical assertion.

API Preferences