Tutorials

Check out these comprehensive tutorials to see data-wrangler in action with modern examples.

Getting Started

Getting Started:

• Data wrangling basics: supported filetypes
• Handling multiple data types

Core Concepts

Core Concepts:

• Data Wrangler Decorators Part 1: The @funnel Decorator
• Data Wrangler Decorators Part 2: Advanced Decorators
• Data Wrangler Core Configuration
• Data Wrangler I/O Operations
• Data Wrangler Utilities

High-Performance Computing with Polars

High-Performance Computing with Polars:

• Polars vs Pandas Performance Comparison
• Advanced Polars Features in Data-Wrangler
• Real-World Polars Benchmarks

Advanced Applications

Advanced Applications:

• Real-World Data Wrangling Examples
• Data Interpolation and Imputation