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Bureau of Transportation Statistics' Airline Service Quality Performance data from 2013 provides a processed subset for predicting departure delays in seconds. This dataset is the first 1 million rows from a larger CSV covering years 1987 to 2013, transformed for a tabular regression benchmark. It is designed for regression tasks on both numerical and categorical features.
Released under CC0-1.0 license. Data is in ARFF format, which may require specific tools to read.