Women made up only 34.8% of the 164 artists who appeared in Billboard’s Hot 100 year-end chart for 2023. This is an increase from 30.2% in 2022. But of the 441 songwriters credited on that list, only 19.5% were women. And of 217 producers, the proportion of women is smaller still: 6.5%