PublicTransportAI is a public dataset focused on demand forecasting for urban public transportation in Goiânia (Brazil). It was developed as part of the research published in the Brazilian Journal of Technology (DOI: 10.38152/bjtv3n4-003) and includes structured and raw data used to train 1D Convolutional Neural Networks (CNNs) for daily passenger demand prediction.