The baby name Pearlie appears in baby name data for the United States from 1910 to 1972. It was most popular in 1928 with 661 babies given the name.
In the later years of this period, Pearlie has become less common than it once was.
| Year | Count |
|---|---|
| 1910 | 286 |
| 1911 | 263 |
| 1912 | 266 |
| 1913 | 269 |
| 1914 | 311 |
| 1915 | 344 |
| 1915 | 10 |
| 1916 | 376 |
| 1917 | 396 |
| 1918 | 415 |
| 1918 | 16 |
| 1919 | 464 |
| 1920 | 383 |
| 1920 | 10 |
| 1921 | 438 |
| 1922 | 400 |
| 1923 | 267 |
| 1924 | 268 |
| 1925 | 627 |
| 1926 | 518 |
| 1926 | 10 |
| 1927 | 600 |
| 1928 | 661 |
| 1928 | 18 |
| 1929 | 600 |
| 1930 | 568 |
| 1931 | 505 |
| 1932 | 550 |
| 1932 | 15 |
| 1933 | 507 |
| 1934 | 488 |
| 1934 | 15 |
| 1935 | 533 |
| 1936 | 408 |
| 1937 | 577 |
| 1937 | 6 |
| 1938 | 460 |
| 1939 | 454 |
| 1939 | 28 |
| 1940 | 439 |
| 1940 | 15 |
| 1941 | 363 |
| 1942 | 405 |
| 1943 | 420 |
| 1944 | 354 |
| 1945 | 308 |
| 1945 | 15 |
| 1946 | 324 |
| 1947 | 307 |
| 1948 | 321 |
| 1949 | 335 |
| 1950 | 278 |
| 1951 | 295 |
| 1952 | 326 |
| 1953 | 238 |
| 1954 | 228 |
| 1955 | 225 |
| 1956 | 177 |
| 1957 | 165 |
| 1958 | 166 |
| 1959 | 165 |
| 1960 | 122 |
| 1961 | 108 |
| 1962 | 92 |
| 1963 | 79 |
| 1964 | 70 |
| 1965 | 56 |
| 1966 | 35 |
| 1967 | 13 |
| 1968 | 11 |
| 1970 | 8 |
| 1971 | 6 |
| 1972 | 5 |