The Sample Proportion Calculator computes the ratio of successes to the total number of observations in a sample, helping estimate the true population proportion. It also determines the complement and standard error, which indicate the variability of the sample proportion. This calculator is commonly used in survey analysis, opinion polling, and probability studies to draw conclusions about a population from sample data.