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Stephen Weber presents Bit Rook, a desktop application utilizing AI to speed up data cleaning and generate Python scripts for automation. Bit Rook serves as an alternative to Excel for large datasets. In a demonstration with a dataset of 9000 records, the application accurately detects missing rows and values. Weber proceeds to remove rows with missing values to ensure complete data for predictive modeling. The software allows for selection of specific columns for focus, streamlining the data cleaning process.