This document introduces a geotag-based web app called InsideScoopApp that helps tourists in New York City discover popular local spots. The app analyzes geo-tagged tweets to see where locals frequent most often, as locals make up about 20% of geo-tagged posts in NYC compared to worldwide. It uses APIs from Twitter, Google Maps, and Google Places and utilizes technologies like Python, HTML, JavaScript, and AWS to gather geo-data from tweets, analyze it to build a model, and display popular local places and businesses on an interactive map.