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The dataset, supplied by Godrej Aerospace, contains multiple parameters influencing the welding process, such as ambient temperature, welding operation temperature, humidity, voltage, current, welding speed, protective gas flow rate, and metal composition. It also includes machine data and detailed information about welders for advanced analysis.