Over the past 110 years, 14 151 girls and 66 boys have been named Pearlie. The name Pearlie ranks 1071th in the United States among the most common names for girls. For the first time more than ten times newborns were named Pearlie in 1910. The peak of popularity of the name Pearlie came in the 1910s and 1920s. You can see absolute numbers and relative numbers on the chart. Indicators per 100K more accurately assess the popularity of the name.