| 20341 | February 22 | Birth | 1903 – Frank P. Ramsey, British mathematician, philosopher and economist (d. 1930) |
| 20342 | February 22 | Birth | 1907 – Sheldon Leonard, American actor, director, and producer (d. 1997) |
| 20343 | February 22 | Birth | 1907 – Robert Young, American actor, singer, and producer (d. 1998) |
| 20344 | February 22 | Birth | 1908 – Rómulo Betancourt, Venezuelan politician, 56th President of Venezuela (d. 1981) |
| 20345 | February 22 | Birth | 1908 – John Mills, English actor, singer, and producer (d. 2005) |
| 20346 | February 22 | Birth | 1911 – Bill Baker, American baseball player and coach (d. 2006) |
| 20347 | February 22 | Birth | 1913 – Buddy Tate, American saxophonist and clarinet player (d. 2001) |
| 20348 | February 22 | Birth | 1913 – Ranko Marinković, Croatian author and playwright (d. 2001) |
| 20349 | February 22 | Birth | 1914 – Renato Dulbecco, Italian-American virologist and academic, Nobel Prize laureate (d. 2012) |
| 20350 | February 22 | Birth | 1917 – Reed Crandall, American illustrator (d. 1982) |
| 20351 | February 22 | Birth | 1918 – Sid Abel, Canadian-American ice hockey player, coach, and manager (d. 2000) |
| 20352 | February 22 | Birth | 1918 – Don Pardo, American radio and television announcer (d. 2014) |
| 20353 | February 22 | Birth | 1918 – Robert Wadlow, American giant (d. 1940) |
| 20354 | February 22 | Birth | 1921 – Jean-Bédel Bokassa, Central African general and politician, 2nd President of the Central African Republic (d. 1996) |
| 20355 | February 22 | Birth | 1921 – Giulietta Masina, Italian actress (d. 1994) |
| 20356 | February 22 | Birth | 1922 – Apostolos Santas, Greek soldier (d. 2011) |
| 20357 | February 22 | Birth | 1922 – Marshall Teague, American race car driver (d. 1959) |
| 20358 | February 22 | Birth | 1922 – Joe Wilder, American trumpet player, composer, and bandleader (d. 2014) |
| 20359 | February 22 | Birth | 1925 – Edward Gorey, American illustrator and poet (d. 2000) |
| 20360 | February 22 | Birth | 1926 – Kenneth Williams, English actor and screenwriter (d. 1988) |
| 20361 | February 22 | Birth | 1927 – Florencio Campomanes, Filipino political scientist and chess player (d. 2010) |
| 20362 | February 22 | Birth | 1927 – Guy Mitchell, American singer (d. 1999) |
| 20363 | February 22 | Birth | 1928 – Texas Johnny Brown, American singer-songwriter and guitarist (d. 2013) |
| 20364 | February 22 | Birth | 1928 – Paul Dooley, American actor, producer, and screenwriter |
| 20365 | February 22 | Birth | 1928 – Bruce Forsyth, English television host |
| 20366 | February 22 | Birth | 1929 – James Hong, American actor and director |
| 20367 | February 22 | Birth | 1929 – Rebecca Schull, American actress |
| 20368 | February 22 | Birth | 1930 – Bill Mitchell, Canadian-American ice hockey player and coach (d. 2014) |
| 20369 | February 22 | Birth | 1930 – Marni Nixon, American soprano and actress |
| 20370 | February 22 | Birth | 1932 – Ted Kennedy, American soldier, lawyer, and politician (d. 2009) |