Unreliable data in the field of catalysis can stem from various sources such as experimental errors, improper data interpretation, and even fabrication or falsification. These data inaccuracies can significantly impact the reproducibility and validity of research findings. Common issues include inconsistent reaction conditions, measurement errors, and lack of proper control experiments.