Clemencia is used as a given name and a surname. Notable people with the name include:
Given name
- Clemencia López (c. 1876 – 1963), Filipina activist
- Clemencia Rodriguez, Colombian US-based media and communication scholar
Middle name
- María Clemencia Rodríguez Múnera (born 1955), Colombian graphic designer
- Maria Clemencia Colón Sánchez (1926–1989), Puerto Rican American politician
Surname
- Joceline Clemencia (1952–2011), Afro-Curaçaoan writer and linguist
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