DataGlitch is a Python package designed to address common data challenges, including handling mixed data types, non-ASCII values, and facilitating dataset exploration.
Key Features:
- Mixed Data Type Handling: Identify columns with mixed data types in your dataset, providing insights into potential data inconsistencies and the need for appropriate data type conversions.
- Non-ASCII Value Handling: Detect and handle non-ASCII characters within your dataset, ensuring proper encoding and seamless integration with downstream data processes.
- Search Functionality: Search for the existence of specific columns or values within your dataset, facilitating targeted data exploration and analysis.
DataGlitch empowers data scientists, analysts, and engineers to efficiently handle mixed data types, non-ASCII values, and perform comprehensive data exploration.