India census, Chandrapur Bagicha had a population of 5230. Males constitute 55% of the population and females 45%. Chandrapur Bagicha has an average literacy rate of 73%, higher than the national average of 59.5%; with male literacy of 78% and female literacy of 66%. 11% of the population is under 6 years of age.