Pali district, as recorded in the 2011 census, had a population of 2,037,573, ranking 255th out of 640 districts in Rajasthan and 225th in India. The population growth rate over the decade 2001–2011 was 11.99%. The sex ratio was 987 females for every 1000 males, and the literacy rate stood at 63.23%. Urban residents accounted for 22.58% of the population. Scheduled Castes and Scheduled Tribes comprised 19.54% and 7.10% of the population respectively.
Following the reorganisation of districts, the new Pali district recorded a population of 1,605,543. The sex ratio remained similar at 986 females per 1000 males, while 27.24% of residents lived in urban areas. Scheduled Castes and Scheduled Tribes made up 19.80% and 8.90% of the population respectively.
Language use in the district reflects the regional linguistic landscape. At the 2011 census, 59.45% of the population spoke Rajasthani, 35.17% spoke Marwari, and 3.24% spoke Hindi as their first language. An additional 1.43% spoke other languages classified under Hindi.
The district’s name, Pali, is also associated with a broader linguistic influence. Pali has impacted several languages across mainland Southeast Asia and South Asia, including Burmese, Khmer, Lao, Sinhala, and Thai. In Cambodia, Pali replaced Sanskrit as a prestige language in the 13th century, and later scholars used Pali roots to coin modern terms. In Thailand and Laos, scholars such as Jit Bhumisak and King Vajiravudh coined new words from Pali roots to describe foreign concepts. In Myanmar, Burmese has adopted thousands of Pali loanwords, especially in religion, government, arts, and science, and has incorporated Pali roots into neologisms and grammatical structures. In Sri Lanka, Pali has enriched Sinhala literature since the Anuradhapura period, with chronicles like the Dipavamsa and Mahavamsa written in Pali verse.