Always know what to expect from your data.
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skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
Interactive data exploration that is extremely fast and agent-native
Automated data preparation for machine learning. Load a dataset, clean, transform, encode, scale and split it, explore it with built-in analysis, and export model-ready data with a full report. Built with Python and Streamlit.