When Charles Bloomer was born about 1802, in North Salem, Westchester, New York, United States, his father, Robert Bloomer, was 42 and his mother, Elizabeth Purdy, was 40. He married Anna Palmer about 1843, in North Salem, Westchester, New York, United States. They were the parents of at least 1 daughter. He died on 6 September 1875, in Peach Lake, Southeast, Putnam, New York, United States, at the age of 73, and was buried in Westchester, New York, United States.