Clustering City Nightlife using Machine Learning

Everyone knows how Covid-19 pandemic devastated the nightlife industry with social distancing, lockdowns, mask-wearing and early curfews. These nightlife spaces were shuttered because they had been deemed non-essential services and places of easy transmission for the coronavirus. Now that central and state governments in India have eased the restrictions people can finally enjoy a breather, commemorating a special occasion or just spending time with friends over food and drinks. In a city like Pune, which boasts a happening nightlife scene, there's always a party happening somewhere or the other. Widely known as the "IT hub of India", "Automobile and Manufacturing hub of India" and "Oxford of the East", Pune is known for its lifestyle, pleasant weather and just… everything good.