S&P Dow Jones Indices and Experian recently released data through December 2018 which showed that default rates across all loan types increased from November; this marks the first time since January 2017 that all loan types and all metropolitan statical areas saw an increase in sequential default rates; there is more to the story behind each lending vertical such as the increase of housing prices and the increase of loan interest rates. Source