Palm Springs had a total area of , of which was land and was water. As of 2020, the village has a total area of , of which is land and is water. The original village townsite includes a chain of artificial north-to-south oriented lakes linked to canals, engineered in 1957 as a mechanism to promote drainage. Geologically, Palm Springs is located within the Anastasia Formation region, which dominates far eastern Palm Beach County. This type of geological formation is composed primarily of coquina, sand, and sandy limestone. The average elevation of Palm Springs is . Demographics Palm Springs was the fastest growing municipality in Palm Beach County between 2010 and 2020, with its population increasing by around 42% during that period. The censuses in the aforementioned years also indicated that Palm Springs is the only municipality in the county with a Hispanic majority. 2020 census As of the 2020 United States census, there were 26,890 people, 8,207 households, and 5,583 families residing in the village. The population density was 6,391.73 inhabitants per square mile (2,467.75/km2). The 10,864 housing units averaged 2,556.24 inhabitants per square mile (985.84/km2). Approximately 76.4% of residents of the village were age 18 and over. 2010 census As of the 2010 census, 18,928 people, 8,823 households, and 4,725 families were residing in the village. The population density was 4,496.0 inhabitants per square mile (1,158.3/km2). The 8,823 housing units averaged 2,076.0 inhabitants per square mile (801.5/km2). The racial makeup of the village was 72.7% White, 12.1% African American, 0.5% Native American, 1.7% Asian, 0.1% Pacific Islander, 9.0% from other races, and 3.9% from two or more races. Hispanics or Latinos of any race were 50.6% of the population. In the village, the age distribution was 12.7% at 65 or older, 23.7% was under 18, 9.7% from 18 to 24, 29.6% from 25 to 44, and 24.3% from 45 to 64; the median age was 36.2 years. For every 100 males, there were 107 females. For every 100 males age 18 and over, there were 112.3 females. Around 28.8% of the households in 2010 had children under the age of 18 living with them, 15.2% were married couples living together, 18.0% had a female householder with no spouse present, and 35.6% were not families. About 27.9% of all households were made up of one individual, and 25.8% had someone living alone who was 65 years of age or