YData Profiling
YData Profiling
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About YData ProfilingYData Profiling is a powerful tool that automatically creates detailed reports to help you understand your data quickly and easily. By simply inputting a pandas DataFrame, it generates an interactive HTML report with clear statistics and visuals covering data types, distributions, correlations, missing values, duplicates, outliers, and potential data quality issues. Designed to handle both small and very large datasets efficiently, YData Profiling uses smart sampling and parallel processing, making it suitable for projects of any size. Its reports are interactive and user-friendly, allowing you to explore insights, zoom into specific variables, and export visuals for further use or sharing with your team. Beyond basic tables, it supports numerical, categorical, text, time series, and image data, offering advanced analysis like correlation matrices and interaction detection between variables. The tool includes privacy features so you can mask or exclude sensitive information to meet data protection standards. YData Profiling integrates smoothly with Jupyter notebooks and offers customizable settings for which analyses to include, configurable warning thresholds, and export options. It continuously evolves with community support, making it a reliable and versatile choice for data exploration and quality assessment across industries.
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