Duplicate records in input files can result in inaccurate data if not merged properly. Visualizing data on a map by geocoding names and addresses can help identify duplicate records that need to be consolidated into a single record. Proper data cleansing and deduplication is important to ensure high quality data and accurate analytics, as multiple duplicate records plotted on a map would erroneously appear as multiple data points rather than a single point.