Modin Usage Examples

This section shows Modin usage examples in different scenarios like Modin on a local/remote cluster, Modin in the cloud, the use of Modin spreadsheet.

Tutorials

The following tutorials cover the basic usage of Modin. Here is a one hour video tutorial that walks through these basic exercises.

• Exercise 1: Introduction to Modin [Source PandasOnRay, Source PandasOnDask, Source HdkOnNative]

• Exercise 2: Speed Improvements with Modin [Source PandasOnRay, Source PandasOnDask, Source HdkOnNative]

• Exercise 3: Defaulting to pandas with Modin [Source PandasOnRay, Source PandasOnDask, Source HdkOnNative]

The following tutorials covers more advanced features in Modin:

• Exercise 4: Experimental Features in Modin (Spreadsheet, Progress Bar) [Source PandasOnRay, Source PandasOnDask]

• Exercise 5: Setting up Modin in a Cluster Environment [Source PandasOnRay]

• Exercise 6: Running Modin in a Cluster Environment [Source PandasOnRay]

How to get required dependencies for the tutorial notebooks and to run them please refer to the respective README.md file.

Data Science Benchmarks

• Using Modin with the NYC Taxi Dataset [Source]

• Using Modin with the Census Dataset (coming soon…)

• Using Modin with the Plasticc Dataset (coming soon…)

Modin in the Cloud

• Using Experimental Modin in the cloud with the NYC Taxi Dataset on an AWS cluster [Source]

Modin Spreadsheets

• Using Modin along with the Spreadsheets API [Source]

Modin with scikit-learn

• Modin for Machine Learning with scikit-learn [Source]