Data analytics example notebooks

These examples show how to use the MI Scripting Toolkit to perform some common data analytics tasks, including statistical roll-ups and generation of plots. All examples use the MI Training database, available from the Ansys Download Center.

Download all the notebooks and the example files here.

• Create scatter plots
• Compare datasets graphically
• Plot data by category
• Fit series data and import fit results
• Process datasets and import results into Granta MI
• Find the area under a curve
• Calculate statistics for a set of records
• Calculate statistics for functional data attributes
• Fit a non-linear model to series data
• Compare test data to specification values
• Generate a Material Datasheet Report using MI Scripting Toolkit and python-docx
• Generate a Material Summary Presentation using MI Scripting Toolkit and python-pptx
• Preparing data for Power BI
• Data validation using Scripting Toolkit