A comprehensive Streamlit application for data collection, inspection, cleaning, and analysis. This app supports various data preprocessing tasks, including handling missing values, removing duplicates, detecting and removing outliers, transforming data, and encoding categorical variables. Users can also visualize data distributions and correlations.