| 19651 | February 20 | Birth | 1874 – Mary Garden, Scottish-American soprano and actress (d. 1967) |
| 19652 | February 20 | Birth | 1879 – Hod Stuart, Canadian ice hockey player (d. 1907) |
| 19653 | February 20 | Birth | 1880 – Jacques d'Adelswärd-Fersen, French author and poet (d. 1923) |
| 19654 | February 20 | Birth | 1882 – Elie Nadelman, Polish-American sculptor (d. 1946) |
| 19655 | February 20 | Birth | 1887 – Vincent Massey, Canadian lawyer and politician, 18th Governor General of Canada (d. 1967) |
| 19656 | February 20 | Birth | 1888 – Georges Bernanos, French soldier and author (d. 1948) |
| 19657 | February 20 | Birth | 1889 – Hulusi Behçet, Turkish dermatologist and scientist (d. 1948) |
| 19658 | February 20 | Birth | 1893 – Elizabeth Holloway Marston, American psychologist and author (d. 1993) |
| 19659 | February 20 | Birth | 1895 – Count Louis Zborowski, English racing driver and automobile engineer (d. 1924) |
| 19660 | February 20 | Birth | 1898 – Jimmy Yancey, American pianist and composer (d. 1951) |
| 19661 | February 20 | Birth | 1899 – Cornelius Vanderbilt Whitney, American businessman (d. 1992) |
| 19662 | February 20 | Birth | 1901 – René Dubos, French-American biologist and author (d. 1982) |
| 19663 | February 20 | Birth | 1901 – Louis Kahn, American architect, designed the Salk Institute, the Kimbell Art Museum and the Bangladesh Parliament Building (d. 1974) |
| 19664 | February 20 | Birth | 1901 – Muhammad Naguib, Egyptian general and politician, 1st President of Egypt (d. 1984) |
| 19665 | February 20 | Birth | 1901 – Ramakrishna Ranga Rao of Bobbili, Indian lawyer and politician (d. 1978) |
| 19666 | February 20 | Birth | 1902 – Ansel Adams, American photographer and environmentalist (d. 1984) |
| 19667 | February 20 | Birth | 1904 – Alexei Kosygin, Russian soldier and politician, 8th Premier of the Soviet Union (d. 1980) |
| 19668 | February 20 | Birth | 1906 – Gale Gordon, American actor and singer (d. 1995) |
| 19669 | February 20 | Birth | 1910 – Rudolf Beckmann, German SS officer (d. 1943) |
| 19670 | February 20 | Birth | 1912 – Pierre Boulle, French soldier and author (d. 1994) |
| 19671 | February 20 | Birth | 1913 – Tommy Henrich, American baseball player and sportscaster (d. 2009) |
| 19672 | February 20 | Birth | 1914 – John Charles Daly, South African–American journalist and game show host (d. 1991) |
| 19673 | February 20 | Birth | 1916 – Jean Erdman, American dancer and choreographer |
| 19674 | February 20 | Birth | 1918 – Leonore Annenberg, American businesswoman and diplomat (d. 2009) |
| 19675 | February 20 | Birth | 1919 – James O'Meara, English soldier and pilot (d. 1974) |
| 19676 | February 20 | Birth | 1920 – Karl Albrecht, German businessman, co-founded Aldi (d. 2014) |
| 19677 | February 20 | Birth | 1920 – Yevgeny Dragunov, Russian weapons designer, designed the Dragunov sniper rifle (d. 1991) |
| 19678 | February 20 | Birth | 1921 – Buddy Rogers, American wrestler (d. 1992) |
| 19679 | February 20 | Birth | 1923 – Victor G. Atiyeh, American politician, 32nd Governor of Oregon (d. 2014) |
| 19680 | February 20 | Birth | 1923 – Forbes Burnham, Guyanese lawyer and politician, 2nd President of Guyana (d. 1985) |