Ever since the wrong presidential election poll provided by many popular medias, poll estimates are increasingly questioned by the public. Data shows that there are about 200 million adult or voting age Americans. But the average poll has a sample size of 1,000 adults. The study shows how sample size affect poll estimates.

Investigate the association between borrower's Debt to Income ratio and Loan status

Lending Club data quality check - Annual Income